id,Gender,Age,Height,Weight,family_history_with_overweight,FAVC,FCVC,NCP,CAEC,SMOKE,CH2O,SCC,FAF,TUE,CALC,MTRANS,NObeyesdad 0,Male,24.443011,1.699998,81.66995,yes,yes,2.0,2.983297,Sometimes,no,2.763573,no,0.0,0.976473,Sometimes,Public_Transportation,Overweight_Level_II 1,Female,18.0,1.56,57.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 2,Female,18.0,1.71146,50.165754,yes,yes,1.880534,1.411685,Sometimes,no,1.910378,no,0.866045,1.673584,no,Public_Transportation,Insufficient_Weight 3,Female,20.952737,1.71073,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.674061,no,1.467863,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 4,Male,31.641081,1.914186,93.798055,yes,yes,2.679664,1.971472,Sometimes,no,1.979848,no,1.967973,0.931721,Sometimes,Public_Transportation,Overweight_Level_II 5,Male,18.128249,1.748524,51.552595,yes,yes,2.919751,3.0,Sometimes,no,2.13755,no,1.930033,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6,Male,29.883021,1.754711,112.725005,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,0.0,0.696948,Sometimes,Automobile,Obesity_Type_II 7,Male,29.891473,1.75015,118.206565,yes,yes,1.397468,3.0,Sometimes,no,2.0,no,0.598655,0.0,Sometimes,Automobile,Obesity_Type_II 8,Male,17.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 9,Female,26.0,1.638836,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.218645,Sometimes,Public_Transportation,Obesity_Type_III 10,Female,20.0,1.65,65.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11,Male,22.0,1.7,70.0,yes,no,2.0,3.0,no,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 12,Male,18.0,1.811189,108.251044,yes,yes,2.0,2.164839,Sometimes,no,2.530157,no,1.0,0.553311,no,Public_Transportation,Obesity_Type_I 13,Female,21.412538,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.959531,no,1.425712,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 14,Female,20.0,1.57,49.0,no,no,2.0,1.0,Sometimes,no,1.0,no,3.0,2.0,no,Walking,Normal_Weight 15,Male,28.377958,1.706525,102.592171,yes,yes,2.636719,3.0,Sometimes,no,1.0,no,1.995582,0.930836,Sometimes,Public_Transportation,Obesity_Type_II 16,Female,34.0,1.7,80.0,yes,no,3.0,3.0,Always,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 17,Female,18.0,1.56,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18,Male,22.0,1.7,80.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 19,Male,25.492855,1.771817,114.470482,yes,yes,1.392665,3.0,Sometimes,no,1.238057,no,1.097905,0.619012,Sometimes,Public_Transportation,Obesity_Type_II 20,Female,22.0,1.67,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 21,Female,19.0,1.65,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 22,Female,25.918524,1.663341,112.57922,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 23,Female,29.740496,1.502609,77.929204,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 24,Male,18.0,1.753321,52.058335,yes,yes,2.0,3.0,Sometimes,no,2.072194,no,0.680464,1.258881,no,Public_Transportation,Insufficient_Weight 25,Male,41.318302,1.853223,96.078462,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Frequently,Automobile,Obesity_Type_I 26,Female,26.0,1.611462,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.079334,Sometimes,Public_Transportation,Obesity_Type_III 27,Female,26.0,1.682253,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 28,Female,20.0,1.55,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 29,Female,23.0,1.55,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 30,Male,23.118327,1.851123,119.841446,yes,yes,2.203962,2.954446,Sometimes,no,2.854161,no,1.19102,0.0,Sometimes,Public_Transportation,Obesity_Type_II 31,Male,23.0,1.7,97.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 32,Female,26.0,1.641918,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.232858,Sometimes,Public_Transportation,Obesity_Type_III 33,Male,26.947786,1.717601,86.464843,yes,yes,2.971588,3.0,Sometimes,no,1.726109,no,0.0,0.453649,Sometimes,Automobile,Overweight_Level_II 34,Male,29.883021,1.75,119.117122,yes,yes,2.668949,3.0,Sometimes,no,2.939492,no,1.999836,0.831412,Sometimes,Automobile,Obesity_Type_II 35,Female,18.634286,1.692646,79.697278,no,yes,1.98989905,1.893811,Sometimes,no,1.0,no,1.0,0.704978,Sometimes,Public_Transportation,Overweight_Level_I 36,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 37,Female,21.016665,1.75655,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.465931,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 38,Female,27.474245,1.706912,78.041338,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.82666,0.0,no,Public_Transportation,Overweight_Level_II 39,Female,22.126325,1.647811,49.603807,yes,yes,2.417635,3.998618,Frequently,no,1.438398,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 40,Female,21.0,1.57,45.0,no,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 41,Male,21.0,1.79,105.0,yes,yes,2.0,1.703299,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 42,Male,21.81119,1.657496,85.0,yes,yes,2.0,3.0,Sometimes,no,2.371015,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 43,Female,25.982261,1.678201,107.378702,yes,yes,3.0,3.0,Sometimes,no,1.509734,no,0.035928,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 44,Male,19.0,1.74,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 45,Female,21.0,1.55,68.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 46,Male,30.686701,1.835271,120.998266,yes,yes,2.219186,2.937989,Sometimes,no,2.109697,no,1.628637,0.0,no,Public_Transportation,Obesity_Type_II 47,Female,26.0,1.62495,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 48,Female,37.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 49,Female,26.0,1.66494,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.78678,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 50,Male,22.906886,1.84842,121.04172,yes,yes,2.919526,2.996444,Sometimes,no,1.937674,no,1.427413,0.0,Sometimes,Public_Transportation,Obesity_Type_II 51,Male,21.0,1.62,70.0,no,no,2.0,1.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 52,Female,19.799054,1.59611,42.848033,no,yes,3.0,2.581015,Frequently,no,1.163264,no,0.544784,0.0,Sometimes,Public_Transportation,Insufficient_Weight 53,Female,21.0,1.62,69.0,yes,no,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 54,Female,25.950898,1.643332,110.676343,yes,yes,3.0,3.0,Sometimes,no,1.7305,no,0.0,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 55,Male,18.0,1.74379,54.835576,yes,yes,2.263245,2.473913,Sometimes,no,2.721769,no,0.282063,0.0,no,Public_Transportation,Insufficient_Weight 56,Male,55.272573,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.979701,1.544357,no,Automobile,Overweight_Level_II 57,Female,18.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 58,Female,21.0,1.56,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 59,Female,20.225396,1.595165,44.594588,no,yes,3.0,3.0,Frequently,no,2.444125,yes,1.190465,0.0,no,Public_Transportation,Insufficient_Weight 60,Female,22.200779,1.700216,50.173425,yes,yes,2.649406,3.0,Frequently,no,2.649459,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 61,Male,22.77789,1.709731,97.350366,yes,yes,2.0,1.437959,Sometimes,no,2.0,no,0.463891,1.239038,Sometimes,Public_Transportation,Obesity_Type_I 62,Female,26.0,1.611462,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 63,Male,22.0,1.8,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 64,Male,23.454558,1.763215,117.384745,yes,yes,2.0,2.989791,Sometimes,no,2.0,no,1.818052,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 65,Female,18.0,1.63,50.0,no,no,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 66,Female,22.884722,1.622241,82.0,yes,yes,1.754401,1.0,Sometimes,no,2.165048,no,0.0,0.301909,Sometimes,Public_Transportation,Obesity_Type_I 67,Male,17.0,1.8,91.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 68,Male,29.881301,1.834986,85.312639,yes,yes,2.0,3.0,Sometimes,no,2.111908,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 69,Male,22.518787,1.699793,81.718232,yes,yes,2.0,2.853676,Sometimes,no,1.746197,no,0.692123,0.0,Sometimes,Public_Transportation,Overweight_Level_II 70,Male,23.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 71,Female,21.008051,1.790172,88.126544,yes,yes,3.0,1.104642,Sometimes,no,3.0,no,1.360994,0.0,no,Public_Transportation,Obesity_Type_I 72,Female,18.367481,1.74647,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.501754,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 73,Male,24.041043,1.7,83.016968,yes,yes,2.0,2.983297,Sometimes,no,2.0,no,0.0,0.453404,Sometimes,Public_Transportation,Overweight_Level_II 74,Female,25.976209,1.632896,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.619305,no,0.083675,0.579541,Sometimes,Public_Transportation,Obesity_Type_III 75,Female,18.988581,1.792998,50.0,yes,yes,3.0,3.362758,Sometimes,no,1.0,no,1.689525,0.0,Sometimes,Public_Transportation,Insufficient_Weight 76,Female,21.0,1.63,70.0,no,yes,3.0,1.0,no,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 77,Male,34.281681,1.752863,87.861431,yes,yes,2.303656,3.0,Sometimes,no,3.0,no,2.052896,0.939726,no,Automobile,Overweight_Level_II 78,Male,21.0,1.6,67.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 79,Male,22.0,1.76,105.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 80,Female,38.098745,1.560215,80.0,yes,yes,2.020785,1.169173,Sometimes,no,1.872673,no,1.979355,0.0,Sometimes,Automobile,Obesity_Type_I 81,Male,25.380557,1.830317,117.75701,yes,yes,2.068834,3.0,Sometimes,no,2.112032,no,1.076248,0.038253,Sometimes,Public_Transportation,Obesity_Type_II 82,Male,23.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.721356,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 83,Male,38.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 84,Male,37.207082,1.770663,117.368716,yes,yes,2.0,3.0,Sometimes,no,1.774778,no,0.631565,0.0,Sometimes,Automobile,Obesity_Type_I 85,Female,36.769646,1.681842,83.3258,yes,yes,2.689929,3.0,Sometimes,no,2.515765,no,0.917014,0.0,no,Automobile,Overweight_Level_II 86,Female,26.0,1.641098,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 87,Male,20.406871,1.828276,120.872294,yes,yes,2.979383,3.0,Sometimes,no,1.399629,no,0.740633,0.764452,Sometimes,Public_Transportation,Obesity_Type_II 88,Female,26.0,1.640741,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 89,Male,25.954995,1.77151,114.133149,yes,yes,2.225731,3.0,Sometimes,no,2.154326,no,1.046463,0.737226,Sometimes,Public_Transportation,Obesity_Type_II 90,Female,43.604901,1.698626,77.355417,yes,yes,2.0,3.0,Sometimes,no,1.853991,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 91,Female,26.0,1.62456,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 92,Female,16.38009,1.713348,65.0,yes,yes,2.843456,1.411808,Sometimes,no,1.130079,yes,0.92635,1.313363,Sometimes,Public_Transportation,Overweight_Level_I 93,Female,18.0,1.7,50.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 94,Male,25.540865,1.783901,114.480696,yes,yes,2.312528,2.98212,Sometimes,no,2.0,no,1.628637,0.0,Sometimes,Public_Transportation,Obesity_Type_II 95,Male,18.0,1.709561,75.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,0.456462,no,Public_Transportation,Overweight_Level_I 96,Male,25.140074,1.824901,120.151967,yes,yes,2.962415,3.0,Sometimes,no,2.155926,no,1.350001,0.0,Sometimes,Public_Transportation,Obesity_Type_II 97,Male,19.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 98,Female,26.0,1.640741,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 99,Male,18.0,1.74,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 100,Female,38.0,1.5,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 101,Male,18.0,1.8,50.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 102,Male,30.605225,1.835381,122.813033,yes,yes,2.945967,3.0,Sometimes,no,1.94609,no,0.093418,0.0,Sometimes,Public_Transportation,Obesity_Type_II 103,Male,32.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 104,Female,26.0,1.624134,110.008636,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 105,Female,25.955014,1.603404,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.050564,no,0.025787,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 106,Female,26.0,1.621233,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 107,Male,17.0,1.7,56.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 108,Female,20.394082,1.751688,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.465931,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 109,Male,24.82929,1.75015,112.409191,yes,yes,2.108638,3.0,Sometimes,no,2.0,no,0.769709,0.0,no,Public_Transportation,Obesity_Type_II 110,Male,22.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 111,Male,20.0,1.7,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 112,Female,18.0,1.63,59.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 113,Female,18.0,1.65,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 114,Male,18.0,1.76,57.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 115,Male,32.0,1.74,76.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 116,Male,19.623574,1.797523,108.316462,yes,yes,2.0,1.81698,Sometimes,no,2.430918,no,1.0,1.425852,Sometimes,Public_Transportation,Obesity_Type_I 117,Female,26.0,1.627567,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 118,Female,18.94093,1.721057,133.03441,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.68249,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 119,Male,23.0,1.82,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 120,Female,38.0,1.74,86.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 121,Female,26.0,1.632983,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 122,Female,21.656907,1.633794,68.06609,yes,yes,1.826885,3.0,no,no,1.837184,no,0.529259,0.094213,Sometimes,Public_Transportation,Overweight_Level_I 123,Female,31.327609,1.672959,72.713611,yes,yes,2.0,3.762778,Sometimes,no,2.0,no,0.6081,1.0,Sometimes,Automobile,Overweight_Level_II 124,Male,22.771612,1.769328,96.875502,yes,yes,2.0,2.976211,Sometimes,no,2.0,no,0.0,1.151166,no,Public_Transportation,Overweight_Level_II 125,Female,19.86997,1.520997,42.0,no,no,3.0,1.0,Frequently,no,1.527036,yes,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 126,Male,18.0,1.82,71.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Automobile,Normal_Weight 127,Female,37.205173,1.667469,80.993213,yes,yes,2.0,3.0,Sometimes,no,1.651548,no,0.0,0.790967,Sometimes,Automobile,Obesity_Type_I 128,Female,21.0,1.63,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 129,Male,24.739421,1.872517,121.244969,yes,yes,2.200588,2.993623,Sometimes,no,1.54249,no,0.978815,0.0,Sometimes,Public_Transportation,Obesity_Type_II 130,Male,19.478533,1.844218,61.373868,yes,yes,2.0,3.994588,Sometimes,no,2.453384,no,2.511157,0.394533,Sometimes,Automobile,Insufficient_Weight 131,Female,19.637947,1.52,42.0,no,yes,2.598051,3.0,Frequently,no,1.613928,yes,1.94907,0.426643,Sometimes,Public_Transportation,Insufficient_Weight 132,Male,23.826684,1.753327,120.921535,yes,yes,2.984425,3.0,Sometimes,no,2.080968,no,1.097905,0.196952,Sometimes,Public_Transportation,Obesity_Type_II 133,Female,25.540865,1.623812,109.900472,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.0,0.628059,Sometimes,Public_Transportation,Obesity_Type_III 134,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 135,Female,21.0,1.622999,68.981403,yes,yes,1.0,3.0,no,no,2.197732,no,0.827506,0.155278,Sometimes,Public_Transportation,Overweight_Level_I 136,Female,21.0,1.74,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 137,Male,21.0,1.69,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 138,Female,21.012569,1.7,78.88036,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.614466,1.735328,Frequently,Public_Transportation,Overweight_Level_I 139,Female,19.633898,1.5,71.602622,yes,no,3.0,3.087544,Sometimes,no,2.0,no,1.079524,1.0,no,Public_Transportation,Overweight_Level_II 140,Female,21.28253,1.818641,151.217135,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.982379,0.760091,Sometimes,Public_Transportation,Obesity_Type_III 141,Male,22.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 142,Male,17.0,1.69,60.0,no,yes,1.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 143,Male,20.323767,1.7921,105.025808,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.70825,1.59405,Sometimes,Public_Transportation,Obesity_Type_I 144,Male,25.136116,1.773664,114.163921,yes,yes,1.387489,3.0,Sometimes,no,2.041462,no,1.482411,0.092736,Sometimes,Public_Transportation,Obesity_Type_II 145,Male,20.0,1.85,91.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 146,Male,20.986834,1.657132,103.180918,yes,yes,2.76533,3.0,Sometimes,no,1.972551,no,0.525002,1.561272,no,Public_Transportation,Obesity_Type_I 147,Male,23.0,1.68,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 148,Female,21.682636,1.71978,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.522399,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 149,Female,21.0,1.65,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 150,Male,24.473062,1.774647,120.151967,yes,no,2.962415,3.0,Sometimes,no,2.364208,no,1.172641,0.062167,Sometimes,Public_Transportation,Obesity_Type_II 151,Male,24.0,1.8,100.5,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 152,Female,24.0,1.6,48.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 153,Male,21.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 154,Female,21.0,1.68,77.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 155,Female,18.0,1.69,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 156,Male,30.0,1.93,120.0,yes,no,2.0,3.0,Sometimes,yes,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 157,Male,30.255744,1.773259,120.0,yes,yes,2.941627,3.0,Sometimes,no,2.0,no,0.884935,1.331527,Sometimes,Automobile,Obesity_Type_II 158,Female,26.0,1.643892,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 159,Male,23.0,1.8,66.5,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 160,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 161,Male,23.0,1.698626,75.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 162,Female,30.0,1.56,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 163,Female,23.803904,1.68108,80.0,yes,yes,2.0,2.372311,Sometimes,no,1.979833,no,0.0,1.946173,Sometimes,Public_Transportation,Overweight_Level_II 164,Female,21.0,1.6,70.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 165,Male,24.63474,1.764166,120.021161,yes,yes,2.490776,3.0,Sometimes,no,1.830614,no,1.584716,0.077818,Sometimes,Public_Transportation,Obesity_Type_II 166,Female,25.907833,1.607182,102.874549,yes,yes,2.0,3.0,Sometimes,no,1.000536,no,0.00342,1.0739,no,Public_Transportation,Obesity_Type_I 167,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 168,Female,17.0,1.71,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 169,Female,18.024853,1.68,90.0,yes,yes,2.0,3.0,Sometimes,no,1.49681,no,0.874643,0.0,Sometimes,Public_Transportation,Obesity_Type_I 170,Male,27.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 171,Female,21.0,1.7,62.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 172,Male,17.758315,1.83412,89.994351,yes,yes,2.801514,2.376374,Sometimes,no,2.0,no,0.0,0.127879,Sometimes,Public_Transportation,Overweight_Level_I 173,Male,22.977357,1.812259,105.359688,yes,yes,2.0,2.581015,Sometimes,no,2.514872,no,2.091862,1.80931,Sometimes,Public_Transportation,Obesity_Type_I 174,Female,19.955257,1.556789,62.339003,no,yes,2.336044,2.884479,Sometimes,no,1.172186,yes,0.0,1.944675,Sometimes,Public_Transportation,Overweight_Level_I 175,Male,26.050109,1.819535,121.04172,yes,yes,2.636719,2.994198,Sometimes,no,1.859089,no,1.976341,0.0,Sometimes,Public_Transportation,Obesity_Type_II 176,Male,17.038222,1.719153,99.530971,yes,yes,2.0,2.812283,Sometimes,no,2.0,no,0.684739,0.783336,no,Public_Transportation,Obesity_Type_I 177,Male,21.0,1.62,70.0,no,no,3.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 178,Female,16.0,1.6,68.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 179,Female,21.0,1.730182,133.618706,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,1.583832,0.742423,Sometimes,Public_Transportation,Obesity_Type_III 180,Female,19.833682,1.710756,50.0,yes,yes,1.270448,3.654061,Frequently,no,1.326165,no,0.793489,0.0,Sometimes,Public_Transportation,Insufficient_Weight 181,Male,21.0,1.65,88.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 182,Male,21.287999,1.603091,100.245302,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.707421,Sometimes,Public_Transportation,Obesity_Type_I 183,Female,22.857123,1.830068,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.441791,0.85882,Sometimes,Public_Transportation,Obesity_Type_III 184,Male,24.521879,1.754956,120.098812,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,1.600536,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 185,Female,19.0,1.7,78.0,yes,yes,3.0,1.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 186,Male,21.0,1.65,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Overweight_Level_II 187,Male,18.0,1.8,86.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 188,Female,26.0,1.632193,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.735706,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 189,Female,25.765628,1.629225,104.768318,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.0,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 190,Female,42.31607,1.661277,90.0,yes,yes,2.0,3.0,Sometimes,no,1.746197,no,0.665439,0.0,Sometimes,Automobile,Obesity_Type_I 191,Female,34.376724,1.633794,77.26813,yes,yes,2.325623,1.845858,Sometimes,no,2.326635,no,0.908981,0.384662,no,Automobile,Overweight_Level_II 192,Male,21.0,1.75,75.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 193,Female,22.0,1.69,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 194,Male,21.0,1.7,65.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 195,Female,23.0,1.56,51.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,0.0,2.0,Frequently,Public_Transportation,Normal_Weight 196,Male,27.0,1.7,71.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 197,Male,23.826684,1.774644,115.10813,yes,yes,2.0,3.0,Sometimes,no,2.154326,no,0.630944,1.415536,Sometimes,Public_Transportation,Obesity_Type_II 198,Male,25.66668,1.830317,120.996074,yes,yes,2.722161,3.0,Sometimes,no,2.136159,no,1.07672,0.188693,Sometimes,Public_Transportation,Obesity_Type_II 199,Male,22.285024,1.84998,121.284533,yes,yes,3.0,2.475444,Sometimes,no,1.549931,no,0.852344,1.119877,Sometimes,Public_Transportation,Obesity_Type_II 200,Male,25.919241,1.610647,102.069267,yes,yes,2.680375,1.015488,Sometimes,no,1.0,no,1.583832,0.0,no,Public_Transportation,Obesity_Type_II 201,Male,19.0,1.8,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 202,Female,19.576682,1.802257,160.639405,yes,yes,3.0,3.0,Sometimes,no,2.181811,no,1.986646,0.552665,Sometimes,Public_Transportation,Obesity_Type_III 203,Female,35.432059,1.74285,90.0,yes,yes,3.0,3.0,Sometimes,no,2.973629,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 204,Male,19.0,1.7,70.0,no,yes,2.0,3.0,no,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 205,Male,22.865018,1.834986,120.644178,yes,yes,2.938801,2.806298,Sometimes,no,2.939847,no,1.121038,0.824607,Sometimes,Public_Transportation,Obesity_Type_II 206,Male,31.783524,1.863883,120.158049,yes,yes,2.431346,3.0,Sometimes,no,2.210997,no,1.07672,0.566353,Sometimes,Automobile,Obesity_Type_II 207,Male,22.815416,1.76569,119.205308,yes,yes,1.994679,3.0,Sometimes,no,2.01943,no,1.963379,0.731257,Sometimes,Public_Transportation,Obesity_Type_II 208,Male,31.761799,1.763582,119.441207,yes,yes,2.393837,3.0,Sometimes,no,2.01897,no,0.598438,0.688293,Sometimes,Automobile,Obesity_Type_II 209,Male,23.174248,1.708742,99.540122,yes,yes,2.0,1.338033,Sometimes,no,2.0,no,1.141708,0.0,no,Public_Transportation,Obesity_Type_II 210,Male,26.680376,1.86516,121.889803,yes,yes,2.200588,3.0,Sometimes,no,2.359246,no,0.908981,0.092736,Sometimes,Public_Transportation,Obesity_Type_II 211,Female,26.0,1.633945,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 212,Male,25.951737,1.775584,112.482686,yes,yes,1.428289,3.0,Sometimes,no,2.111908,no,1.562213,0.0026,Sometimes,Automobile,Obesity_Type_II 213,Female,17.0,1.58,65.0,yes,yes,2.0,1.077331,Sometimes,no,3.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 214,Female,19.0,1.65,63.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 215,Female,18.152876,1.587546,53.620604,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 216,Female,21.682636,1.763343,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.493018,0.742423,Sometimes,Public_Transportation,Obesity_Type_III 217,Male,23.586058,1.824414,106.421042,yes,yes,2.0,3.0,Sometimes,no,2.640483,no,0.285889,1.0,Sometimes,Automobile,Obesity_Type_I 218,Male,18.88061,1.82093,52.289828,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.744555,Sometimes,Public_Transportation,Insufficient_Weight 219,Female,27.757187,1.507853,63.892071,yes,yes,2.0,3.0,Sometimes,no,1.278578,no,0.02112,0.0,Sometimes,Automobile,Overweight_Level_I 220,Female,22.18881,1.754439,54.93242,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.967234,0.631217,no,Public_Transportation,Insufficient_Weight 221,Female,20.738469,1.745644,126.490236,yes,yes,3.0,3.0,Sometimes,no,1.274718,no,1.399183,0.900067,Sometimes,Public_Transportation,Obesity_Type_III 222,Male,33.198322,1.691206,83.199034,yes,yes,2.0,1.0,Sometimes,no,2.198439,no,2.194745,0.0,Sometimes,Walking,Overweight_Level_II 223,Female,18.540535,1.724268,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.054072,no,1.414209,0.646288,Sometimes,Public_Transportation,Obesity_Type_III 224,Female,18.0,1.6,50.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 225,Female,26.0,1.641918,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 226,Male,31.56724,1.767077,118.26569,yes,yes,2.341999,3.0,Sometimes,no,2.117733,no,0.148628,0.0,Sometimes,Automobile,Obesity_Type_II 227,Female,20.941943,1.755476,133.903612,yes,yes,3.0,3.0,Sometimes,no,1.86393,no,1.783138,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 228,Male,23.0,1.72,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 229,Male,23.0,1.72,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 230,Male,18.0,1.710948,50.890363,no,yes,2.967853,3.995957,Sometimes,no,1.77962,no,0.935217,1.0,Sometimes,Public_Transportation,Insufficient_Weight 231,Female,26.0,1.62495,111.635463,yes,yes,3.0,3.0,Sometimes,no,2.702789,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 232,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 233,Male,17.08525,1.782714,110.400847,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.612432,no,Public_Transportation,Obesity_Type_I 234,Female,23.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 235,Female,18.0,1.58,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 236,Male,17.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 237,Male,24.321087,1.793476,89.836692,yes,yes,1.899116,2.884848,Sometimes,no,2.0,no,0.0,0.742423,Sometimes,Public_Transportation,Overweight_Level_II 238,Male,18.0,1.72,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 239,Female,29.0,1.59,49.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 240,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 241,Female,19.755797,1.680764,68.908136,no,yes,1.906194,1.0,Sometimes,no,1.660614,no,0.107981,1.626194,Sometimes,Public_Transportation,Overweight_Level_I 242,Male,22.185756,1.701413,96.710735,yes,yes,2.0,3.0,Sometimes,no,2.858389,no,1.971667,0.554072,no,Public_Transportation,Obesity_Type_I 243,Female,34.993835,1.68108,77.205685,yes,no,3.0,2.283673,Sometimes,no,2.0,no,1.097905,0.939982,Sometimes,Automobile,Overweight_Level_II 244,Female,21.0,1.52,56.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 245,Female,26.0,1.62456,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.726109,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 246,Female,38.0,1.7,75.0,yes,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 247,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 248,Female,26.0,1.583889,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 249,Female,26.0,1.639251,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.456462,Sometimes,Public_Transportation,Obesity_Type_III 250,Female,21.232659,1.729045,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,1.467863,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 251,Female,21.0,1.7,78.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 252,Male,26.0,1.8,87.0,no,yes,2.0,3.0,no,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 253,Female,25.950898,1.654784,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.919473,no,0.001297,0.0,Sometimes,Public_Transportation,Obesity_Type_III 254,Female,19.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 255,Female,20.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 256,Female,25.96773,1.737056,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.24629,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 257,Male,18.0,1.6,48.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 258,Female,21.0,1.65,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Automobile,Normal_Weight 259,Male,31.346845,1.75015,112.277567,yes,yes,2.859097,3.0,Sometimes,no,1.448875,no,0.0,0.395468,Sometimes,Automobile,Obesity_Type_II 260,Male,22.735328,1.783901,120.158049,yes,yes,2.997951,2.806341,Sometimes,no,2.714949,no,1.980401,0.616045,Sometimes,Public_Transportation,Obesity_Type_II 261,Male,29.981494,1.788586,129.19449,yes,yes,2.499388,3.0,Sometimes,no,1.0,no,1.856119,0.0,Sometimes,Public_Transportation,Obesity_Type_II 262,Female,34.204408,1.673482,77.431678,yes,yes,2.0,1.863012,Sometimes,no,1.254589,no,1.0,0.0,no,Automobile,Overweight_Level_II 263,Male,18.0,1.755938,52.331172,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.281734,1.488372,Sometimes,Public_Transportation,Insufficient_Weight 264,Male,28.393111,1.7,78.055968,yes,yes,3.0,3.0,Sometimes,no,2.802498,no,1.979355,0.0,Frequently,Automobile,Overweight_Level_II 265,Female,19.058511,1.662017,49.838965,no,yes,1.4925,3.590039,Sometimes,no,1.049134,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 266,Female,21.028989,1.729719,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.144539,no,1.110215,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 267,Male,26.680376,1.76414,118.436166,yes,yes,2.239634,3.0,Sometimes,no,2.224164,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 268,Female,26.0,1.627532,106.69053,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 269,Female,41.0,1.5,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 270,Female,22.087056,1.803129,105.407313,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,1.306476,0.544128,Sometimes,Public_Transportation,Obesity_Type_I 271,Male,32.383858,1.685462,102.022057,yes,yes,2.587789,2.608416,Sometimes,no,1.0,no,1.583832,0.0,no,Public_Transportation,Obesity_Type_II 272,Male,18.0,1.75,70.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 273,Male,30.242597,1.756221,118.382361,yes,yes,2.312528,3.0,Sometimes,no,2.208068,no,1.07672,1.035711,Sometimes,Automobile,Obesity_Type_II 274,Male,18.0,1.840138,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 275,Female,18.0,1.56,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 276,Male,32.707653,1.695347,102.810704,yes,yes,2.795086,2.129909,Sometimes,no,1.0,no,0.79677,1.0,no,Public_Transportation,Obesity_Type_II 277,Female,32.749657,1.681842,74.885222,yes,yes,2.0,2.18162,Sometimes,no,1.846441,no,0.662831,0.0,Sometimes,Automobile,Overweight_Level_I 278,Female,18.826782,1.716497,82.27635,yes,yes,2.805512,3.0,Sometimes,no,1.274774,no,0.236168,0.0026,no,Public_Transportation,Obesity_Type_I 279,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 280,Female,41.0,1.532643,62.0,yes,yes,2.0,1.672706,Sometimes,no,2.0,no,0.14495,0.0,no,Automobile,Overweight_Level_I 281,Female,25.565662,1.629225,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.657541,no,0.01586,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 282,Female,19.337404,1.67231,49.660995,no,yes,2.0,4.0,Sometimes,no,1.157395,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 283,Female,26.0,1.638836,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 284,Male,27.558801,1.910672,129.363771,yes,yes,2.048962,3.0,Sometimes,no,1.28246,no,1.92628,0.0,Sometimes,Automobile,Obesity_Type_II 285,Female,21.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 286,Female,26.0,1.640125,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.456462,Sometimes,Public_Transportation,Obesity_Type_III 287,Female,25.950898,1.610867,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.069802,0.729898,Sometimes,Public_Transportation,Obesity_Type_III 288,Female,22.396504,1.64037,82.403076,yes,yes,2.319776,2.951837,Sometimes,no,2.359246,no,2.545707,1.256422,Sometimes,Public_Transportation,Obesity_Type_I 289,Male,23.0,1.7,80.0,yes,yes,2.0,2.692889,Sometimes,no,2.0,no,2.667739,0.0,Sometimes,Public_Transportation,Overweight_Level_II 290,Male,30.242597,1.764484,109.982692,yes,yes,2.823179,3.0,Sometimes,no,1.0,no,1.859667,0.0,no,Public_Transportation,Obesity_Type_II 291,Female,18.0,1.62,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 292,Male,17.188754,1.819557,59.295172,yes,yes,2.0,3.986652,Sometimes,no,2.0,no,2.0,0.178301,no,Public_Transportation,Insufficient_Weight 293,Female,22.882558,1.622787,82.851318,yes,yes,1.188089,3.0,Sometimes,no,2.0,no,0.0,0.622787,Sometimes,Public_Transportation,Obesity_Type_I 294,Male,18.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 295,Female,23.0,1.63,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,2.0,no,Public_Transportation,Normal_Weight 296,Female,18.0,1.6,56.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 297,Female,19.407204,1.755926,42.0,no,yes,3.0,2.449723,Sometimes,no,2.702457,no,1.903338,0.0,Sometimes,Public_Transportation,Insufficient_Weight 298,Male,31.783524,1.829239,120.344402,yes,yes,2.341999,3.0,Sometimes,no,2.31083,no,1.289421,1.358163,Sometimes,Automobile,Obesity_Type_II 299,Female,19.0,1.65,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 300,Male,17.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 301,Male,29.429687,1.779136,120.60094,yes,yes,2.671238,3.0,Sometimes,no,2.145368,no,0.458981,1.4312,Sometimes,Automobile,Obesity_Type_II 302,Female,23.0,1.55,60.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 303,Male,31.333798,1.803129,91.052215,yes,yes,1.882235,2.966803,Sometimes,no,2.0,no,0.047738,0.174848,Sometimes,Public_Transportation,Overweight_Level_II 304,Male,33.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_II 305,Female,39.129291,1.554728,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 306,Male,19.0,1.8,80.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 307,Female,20.242237,1.762724,133.45249,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.699056,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 308,Male,40.0,1.633195,111.357062,yes,yes,2.61939,2.976211,Sometimes,no,1.0,no,0.192559,0.171034,no,Motorbike,Obesity_Type_II 309,Female,25.994949,1.6084,104.910012,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.00705,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 310,Female,44.188767,1.589027,80.555875,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 311,Male,30.958957,1.762887,118.533246,yes,yes,2.191429,3.0,Sometimes,no,2.791604,no,0.693732,1.112489,Sometimes,Automobile,Obesity_Type_II 312,Female,37.974483,1.549748,80.0,yes,yes,2.0,2.9948,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 313,Female,26.0,1.610488,104.92057,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.41322,Sometimes,Public_Transportation,Obesity_Type_III 314,Male,20.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 315,Male,31.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 316,Male,19.885655,1.802257,85.261339,yes,yes,2.995599,3.0,Sometimes,no,2.515765,no,1.999773,0.135278,Sometimes,Public_Transportation,Overweight_Level_I 317,Male,22.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 318,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 319,Male,23.0,1.707768,83.282232,no,yes,2.0,1.473088,Sometimes,no,2.482294,no,0.754599,0.470243,Sometimes,Public_Transportation,Obesity_Type_I 320,Male,22.0,1.75,116.594351,yes,yes,1.0,3.0,Frequently,no,2.0,no,0.0,1.59,no,Public_Transportation,Obesity_Type_I 321,Male,17.441593,1.7,59.243506,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 322,Female,17.0,1.56,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 323,Female,26.0,1.629727,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 324,Female,22.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 325,Female,19.0,1.63,60.0,yes,no,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 326,Female,21.837058,1.596466,44.376637,no,no,2.594653,1.882158,Frequently,no,1.916812,no,0.417119,0.0,no,Public_Transportation,Insufficient_Weight 327,Male,23.0,1.72,82.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_I 328,Male,18.0,1.794535,52.331172,no,yes,2.587789,3.0,Sometimes,no,1.274389,no,0.281734,1.895312,Sometimes,Public_Transportation,Insufficient_Weight 329,Female,18.181821,1.707557,82.853749,yes,yes,2.0,3.0,Sometimes,no,2.184768,no,1.0,1.969507,Sometimes,Public_Transportation,Overweight_Level_II 330,Female,18.0,1.622787,68.250249,yes,yes,2.0,3.0,Sometimes,no,1.319437,no,0.0,1.626456,Sometimes,Public_Transportation,Overweight_Level_I 331,Male,19.0,1.717726,50.0,yes,yes,2.0,3.0,Sometimes,no,1.081333,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 332,Female,26.0,1.643017,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 333,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 334,Male,29.695603,1.785277,115.127662,yes,yes,2.108638,3.0,Sometimes,no,2.041536,no,1.592795,1.4312,Sometimes,Public_Transportation,Obesity_Type_II 335,Female,22.875223,1.632605,82.0,yes,yes,1.369529,1.0,Sometimes,no,2.0,no,0.0,0.306124,no,Public_Transportation,Obesity_Type_I 336,Female,25.962949,1.623812,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.000272,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 337,Female,26.0,1.631856,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 338,Female,26.0,1.632896,111.720238,yes,yes,3.0,3.0,Sometimes,no,1.711666,no,0.0,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 339,Male,18.0,1.82,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 340,Female,25.999185,1.628855,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.001272,0.42683,Sometimes,Public_Transportation,Obesity_Type_III 341,Female,26.0,1.642392,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 342,Male,21.0,1.67,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 343,Male,35.0,1.75,85.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 344,Male,37.936044,1.75015,118.668332,yes,yes,2.457548,3.0,Sometimes,no,2.104264,no,0.598655,0.0,Sometimes,Automobile,Obesity_Type_I 345,Female,26.0,1.62495,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 346,Female,18.0,1.65,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 347,Male,17.0,1.76,68.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 348,Male,30.003358,1.726279,129.679131,yes,yes,3.0,3.0,Sometimes,no,1.830614,no,0.767013,1.0,Sometimes,Public_Transportation,Obesity_Type_II 349,Female,21.0,1.54,42.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 350,Male,17.0,1.8,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 351,Female,20.0,1.63,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 352,Male,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 353,Female,29.0,1.62,73.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 354,Male,22.717943,1.680058,89.802492,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.926201,0.0,Sometimes,Public_Transportation,Obesity_Type_I 355,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 356,Female,25.498965,1.678201,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.0,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 357,Female,20.0,1.58,48.0,no,yes,1.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 358,Female,21.232659,1.71582,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.467863,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 359,Female,18.0,1.62,53.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 360,Female,26.0,1.641601,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.414739,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 361,Male,33.0,1.77,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 362,Female,16.0,1.5,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 363,Female,20.978166,1.732951,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.522399,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 364,Female,20.677105,1.608808,129.935666,yes,yes,3.0,3.0,Sometimes,no,1.530493,no,0.967591,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 365,Female,35.217173,1.65,80.993373,yes,yes,2.0,2.9948,Sometimes,no,1.0,no,0.0,0.854536,no,Automobile,Overweight_Level_II 366,Male,21.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 367,Male,25.0,1.87,105.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 368,Male,23.327836,1.849507,121.248035,yes,yes,2.73691,2.7976,Sometimes,no,1.825629,no,0.997529,0.0,Sometimes,Public_Transportation,Obesity_Type_II 369,Female,20.0,1.69,65.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 370,Female,26.0,1.633442,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 371,Male,23.0,1.83,67.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Bike,Normal_Weight 372,Male,17.441593,1.803132,85.607466,yes,no,1.947495,2.13229,Sometimes,no,2.0,no,0.0,0.714701,Sometimes,Public_Transportation,Overweight_Level_II 373,Male,22.18881,1.779547,105.131956,yes,yes,2.0,3.0,Sometimes,no,2.133469,no,0.0,1.801322,Sometimes,Public_Transportation,Obesity_Type_I 374,Female,30.403205,1.739354,78.664618,yes,yes,2.073224,3.0,Sometimes,no,1.399629,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 375,Male,24.739421,1.848683,117.298233,yes,yes,1.994679,2.999346,Sometimes,no,2.0,no,1.955992,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 376,Male,21.413642,1.769328,105.000097,yes,yes,2.0,3.0,Sometimes,no,1.000544,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 377,Female,25.612462,1.684768,104.321463,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.128548,1.0,Sometimes,Public_Transportation,Obesity_Type_III 378,Female,26.0,1.63302,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 379,Female,22.0,1.509408,64.106108,yes,no,2.57649,1.0,Sometimes,no,2.0,no,2.315983,1.983678,no,Public_Transportation,Overweight_Level_II 380,Female,22.0,1.65,80.0,yes,yes,2.0,1.0,Frequently,no,3.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 381,Female,26.0,1.62456,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 382,Female,19.420635,1.768435,49.125955,no,no,2.0,3.0,Frequently,no,1.983678,no,1.930033,0.0,Sometimes,Public_Transportation,Insufficient_Weight 383,Male,17.0,1.8,59.8,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 384,Male,20.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 385,Male,20.013906,1.721854,52.058335,yes,yes,2.748243,3.0,Frequently,no,2.0,no,0.0,0.081156,no,Public_Transportation,Insufficient_Weight 386,Female,22.0,1.65,67.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 387,Male,22.851773,1.818641,105.000122,yes,yes,2.0,3.0,Sometimes,no,2.76382,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 388,Female,26.0,1.629727,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 389,Female,23.0,1.76,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 390,Female,26.0,1.621245,110.267334,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 391,Female,22.679454,1.732694,94.094184,yes,yes,2.0,2.966803,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 392,Male,21.0,1.74,68.0,no,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 393,Male,33.0,1.84,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Automobile,Normal_Weight 394,Female,24.291205,1.72692,112.348722,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,0.0,0.16779,Sometimes,Public_Transportation,Obesity_Type_III 395,Female,25.512048,1.641132,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.603549,no,0.143955,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 396,Female,25.653233,1.622771,108.10736,yes,yes,3.0,3.0,Sometimes,no,1.483736,no,0.029728,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 397,Female,38.112989,1.67782,86.242679,yes,yes,2.736628,1.320768,Sometimes,no,2.078011,no,1.306476,0.0,no,Automobile,Obesity_Type_I 398,Male,34.970367,1.71889,84.749349,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.743419,0.0,Sometimes,Automobile,Overweight_Level_II 399,Female,20.027764,1.589616,43.919835,no,no,2.204914,1.894384,Frequently,no,1.970622,no,0.371508,0.0,no,Public_Transportation,Insufficient_Weight 400,Male,24.444846,1.76003,112.10074,yes,yes,1.475906,3.0,Sometimes,no,2.0,no,1.386151,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 401,Female,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 402,Female,18.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 403,Female,18.0,1.55,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 404,Female,26.0,1.640125,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 405,Male,21.0,1.7,120.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 406,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 407,Male,24.001685,1.75,120.002884,yes,yes,2.9673,3.0,Sometimes,no,2.007348,no,1.079524,0.371941,Sometimes,Public_Transportation,Obesity_Type_II 408,Male,23.411141,1.766547,121.284533,yes,yes,2.007845,2.122545,Sometimes,no,1.968796,no,1.587406,0.838947,Sometimes,Public_Transportation,Obesity_Type_II 409,Male,21.721507,1.733439,96.945262,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.338655,no,Public_Transportation,Obesity_Type_I 410,Female,21.996523,1.540375,42.069992,no,no,3.0,2.99321,Frequently,no,1.0,no,0.194056,0.203978,Sometimes,Public_Transportation,Insufficient_Weight 411,Female,25.696073,1.662978,109.900472,yes,yes,3.0,3.0,Sometimes,no,1.553198,no,0.319156,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 412,Female,21.413642,1.747962,133.466763,yes,yes,3.0,3.0,Sometimes,no,1.833635,no,1.425712,0.897924,Sometimes,Public_Transportation,Obesity_Type_III 413,Female,27.0,1.54,49.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 414,Female,21.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 415,Male,26.0,1.8,72.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 416,Male,19.0,1.7,65.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 417,Female,19.0,1.55,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 418,Male,24.0,1.6,56.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 419,Female,20.951084,1.71146,131.576681,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.236114,0.06275,Sometimes,Public_Transportation,Obesity_Type_III 420,Female,37.588628,1.559499,77.13322,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.946063,0.0,Sometimes,Automobile,Obesity_Type_I 421,Female,20.392665,1.780725,49.105025,yes,no,2.890535,3.205009,Frequently,no,2.949419,no,2.0,1.253311,no,Public_Transportation,Insufficient_Weight 422,Female,25.930376,1.623812,109.999096,yes,yes,3.0,3.0,Sometimes,no,2.089983,no,0.01682,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 423,Female,26.0,1.622468,111.874532,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 424,Female,18.052394,1.613668,82.039,yes,yes,2.938801,3.0,Sometimes,no,1.544553,no,0.945093,0.0,Sometimes,Public_Transportation,Obesity_Type_I 425,Female,17.377131,1.600184,53.0,no,yes,2.0,3.0,Sometimes,no,2.972426,no,2.0,1.759954,Sometimes,Public_Transportation,Insufficient_Weight 426,Male,18.0,1.790172,108.019211,yes,yes,2.0,1.163666,Sometimes,no,2.0,no,0.0,1.551934,no,Public_Transportation,Obesity_Type_I 427,Female,20.0,1.5,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 428,Female,21.682367,1.739991,133.76807,yes,yes,3.0,3.0,Sometimes,no,1.949308,no,1.419473,0.921991,Sometimes,Public_Transportation,Obesity_Type_III 429,Male,26.947786,1.764166,118.332689,yes,yes,2.96405,3.0,Sometimes,no,2.357969,no,0.684487,1.368262,Sometimes,Public_Transportation,Obesity_Type_II 430,Male,25.124595,1.703688,83.001642,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.300282,2.0,Sometimes,Public_Transportation,Overweight_Level_II 431,Male,27.635029,1.782453,117.332689,yes,yes,2.915921,3.0,Sometimes,no,1.170515,no,0.99295,0.890626,Sometimes,Public_Transportation,Obesity_Type_II 432,Male,21.962219,1.782722,118.20313,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.571648,1.801322,Sometimes,Public_Transportation,Obesity_Type_I 433,Female,26.0,1.622397,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 434,Female,18.0,1.7,58.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 435,Male,20.924808,1.703098,75.0,no,yes,2.318355,3.654061,Sometimes,no,2.13755,no,0.793489,0.119877,Frequently,Public_Transportation,Overweight_Level_I 436,Male,30.200946,1.755926,112.395309,yes,yes,1.428289,3.0,Sometimes,no,2.117733,no,0.0,0.696948,Sometimes,Automobile,Obesity_Type_II 437,Female,23.0,1.7,56.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 438,Male,33.700749,1.695089,83.414072,yes,yes,2.736628,1.08687,Sometimes,no,2.738485,no,2.172546,0.0,no,Automobile,Overweight_Level_II 439,Female,19.0,1.7,77.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 440,Female,26.0,1.62788,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.572371,Sometimes,Public_Transportation,Obesity_Type_III 441,Female,26.0,1.635905,105.69053,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.069238,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 442,Female,19.0,1.65,49.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 443,Male,31.965402,1.899588,88.431954,yes,yes,2.766612,2.374791,Sometimes,no,1.960131,no,0.454944,0.0,Sometimes,Automobile,Overweight_Level_II 444,Female,24.0,1.5,45.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 445,Male,22.936098,1.872517,121.04172,yes,yes,2.684335,2.993634,Sometimes,no,2.640483,no,1.330519,0.442456,Sometimes,Public_Transportation,Obesity_Type_II 446,Female,21.0,1.66,58.0,yes,yes,2.0,1.0,Always,no,1.0,no,0.0,1.0,no,Walking,Normal_Weight 447,Male,21.72738,1.792435,89.754302,yes,yes,2.0,3.0,Sometimes,no,1.302193,no,0.0,0.966181,Sometimes,Public_Transportation,Overweight_Level_I 448,Female,17.0,1.68,60.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 449,Male,24.408805,1.779547,118.363376,yes,yes,2.819934,3.0,Sometimes,no,2.838893,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 450,Male,30.315784,1.824449,123.721352,yes,yes,2.9673,2.937607,Sometimes,no,1.310074,no,1.0,1.035711,Sometimes,Automobile,Obesity_Type_II 451,Male,19.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_I 452,Female,26.0,1.632983,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 453,Male,33.185661,1.700627,103.669116,yes,yes,2.0,2.831771,Sometimes,no,1.959531,no,1.194519,0.0,no,Public_Transportation,Overweight_Level_II 454,Female,18.94093,1.746411,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.46782,0.746411,Sometimes,Public_Transportation,Obesity_Type_III 455,Male,17.0,1.8,65.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 456,Male,31.783524,1.827279,89.98168,yes,yes,2.948425,3.715148,Sometimes,no,1.781769,no,1.0,0.993786,Sometimes,Automobile,Overweight_Level_I 457,Female,18.907514,1.746416,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.454129,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 458,Male,23.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 459,Female,18.94093,1.746411,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.835771,no,1.584716,0.768219,Sometimes,Public_Transportation,Obesity_Type_III 460,Male,33.0,1.85,97.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Overweight_Level_II 461,Male,23.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 462,Female,26.0,1.621167,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.33929,Sometimes,Public_Transportation,Obesity_Type_III 463,Female,26.0,1.632896,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.029728,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 464,Female,26.0,1.640824,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.127775,Sometimes,Public_Transportation,Obesity_Type_III 465,Male,33.0,1.7,83.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 466,Male,22.927011,1.792435,89.652557,yes,yes,1.961347,2.272214,Sometimes,no,2.0,no,0.0,1.339691,Sometimes,Public_Transportation,Obesity_Type_I 467,Male,19.0,1.72,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 468,Female,26.0,1.632896,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 469,Female,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 470,Male,32.707653,1.702825,83.707259,yes,no,2.0,3.0,Sometimes,no,1.490766,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 471,Male,21.0,1.62,69.575315,no,yes,2.0,1.0,no,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 472,Female,41.403862,1.567756,81.056851,yes,yes,2.0,3.0,Sometimes,no,1.005727,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 473,Male,25.918524,1.764166,115.45845,yes,yes,1.996638,3.0,Sometimes,no,2.825629,no,1.106056,0.071028,Sometimes,Public_Transportation,Obesity_Type_II 474,Female,24.291205,1.768493,112.776612,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,2.0,0.176892,Sometimes,Public_Transportation,Obesity_Type_III 475,Male,21.008051,1.674568,75.0,yes,yes,2.0,3.0,Sometimes,no,1.676975,no,1.689525,0.0,Sometimes,Public_Transportation,Overweight_Level_I 476,Male,18.0,1.87,52.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 477,Female,27.0,1.5,62.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 478,Male,30.717727,1.913241,129.991623,yes,yes,2.111887,3.0,Sometimes,yes,1.290979,no,1.04268,0.0,Sometimes,Public_Transportation,Obesity_Type_II 479,Male,18.904037,1.697421,90.0,yes,yes,2.838037,2.918124,Sometimes,no,1.954968,no,1.853425,0.862587,no,Public_Transportation,Obesity_Type_I 480,Female,25.908829,1.656504,121.04172,yes,yes,3.0,3.0,Sometimes,no,2.930137,no,0.264831,0.010721,Sometimes,Public_Transportation,Obesity_Type_III 481,Male,26.699317,1.773259,119.956651,yes,yes,1.469384,3.0,Sometimes,no,2.081719,no,1.19102,0.139013,Sometimes,Public_Transportation,Obesity_Type_II 482,Male,21.0,1.7,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 483,Male,23.254934,1.722785,97.842406,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.224737,Sometimes,Public_Transportation,Obesity_Type_I 484,Female,21.028989,1.730636,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,1.68249,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 485,Female,26.0,1.640741,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 486,Female,23.365041,1.773019,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.639807,no,1.427037,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 487,Male,18.0,1.83,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 488,Male,30.610436,1.783914,120.549592,yes,yes,2.05687,3.0,Sometimes,no,2.358088,no,1.63812,0.548539,Sometimes,Automobile,Obesity_Type_II 489,Male,25.492855,1.849507,120.644178,yes,yes,2.966126,3.0,Sometimes,no,2.357969,no,1.351996,0.0,Sometimes,Public_Transportation,Obesity_Type_II 490,Female,37.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 491,Male,18.0,1.713599,75.0,yes,yes,2.0,3.546352,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 492,Female,21.0,1.53,53.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 493,Male,20.0,1.67,65.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 494,Male,17.0,1.8,85.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 495,Female,21.81119,1.517248,64.106108,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.813917,0.0,no,Public_Transportation,Overweight_Level_II 496,Female,37.0,1.5,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Automobile,Overweight_Level_I 497,Female,19.0,1.55,63.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 498,Male,19.443639,1.858624,88.431954,yes,yes,2.061952,3.0,Sometimes,no,2.66029,no,1.170823,0.166076,Sometimes,Public_Transportation,Overweight_Level_I 499,Male,23.147644,1.821514,63.183846,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.520408,0.0,Sometimes,Automobile,Insufficient_Weight 500,Male,24.449655,1.84998,97.959899,yes,yes,2.92711,1.971472,Sometimes,no,2.0,no,0.684739,1.0,Sometimes,Public_Transportation,Obesity_Type_II 501,Male,34.0,1.74,73.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 502,Female,21.0,1.5,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 503,Female,21.572114,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.425712,0.873936,Sometimes,Public_Transportation,Obesity_Type_III 504,Female,17.580627,1.615145,67.773914,yes,yes,2.0,1.337035,Sometimes,no,2.926995,yes,0.17048,1.836853,no,Public_Transportation,Overweight_Level_I 505,Female,25.962949,1.643111,104.704707,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.045651,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 506,Male,22.944349,1.841151,121.421121,yes,yes,2.490507,3.0,Sometimes,no,1.591909,no,1.19102,0.0,Sometimes,Public_Transportation,Obesity_Type_II 507,Female,25.919241,1.669701,104.572712,yes,yes,3.0,3.0,Sometimes,no,1.353167,no,0.095517,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 508,Male,17.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 509,Female,19.97981,1.523426,42.0,no,yes,3.0,1.226342,Frequently,no,1.837184,no,1.269169,0.077818,Sometimes,Public_Transportation,Insufficient_Weight 510,Female,43.510672,1.585547,79.165306,yes,yes,2.0,3.0,Sometimes,no,1.087166,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 511,Male,18.0,1.734832,51.491957,yes,yes,1.164062,3.0,Sometimes,no,1.352649,no,0.520407,1.93977,Sometimes,Public_Transportation,Insufficient_Weight 512,Female,19.816949,1.69308,49.713944,no,no,2.596579,3.520555,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 513,Female,22.804818,1.613119,82.039,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 514,Female,26.0,1.641132,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 515,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 516,Female,38.445148,1.61291,79.349221,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.453314,Sometimes,Automobile,Obesity_Type_I 517,Female,40.951591,1.569234,80.0,yes,yes,2.0,1.105617,Sometimes,no,1.622827,no,0.0,0.094213,Sometimes,Automobile,Obesity_Type_I 518,Female,25.96701,1.628855,105.025808,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.00705,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 519,Female,20.801791,1.76416,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.726774,no,1.92628,0.863043,Sometimes,Public_Transportation,Obesity_Type_III 520,Male,41.0,1.75,95.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Bike,Obesity_Type_I 521,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 522,Female,18.0,1.67,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 523,Female,22.0,1.739354,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 524,Male,27.266287,1.783609,120.921535,yes,yes,2.591292,3.0,Sometimes,no,2.31083,no,0.742113,0.0,Sometimes,Public_Transportation,Obesity_Type_II 525,Female,18.314593,1.741193,125.117633,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,0.822186,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 526,Female,43.591999,1.64,84.493156,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 527,Male,18.0,1.81006,58.943347,yes,yes,2.927218,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 528,Male,18.985119,1.75091,51.437985,yes,yes,3.0,3.0,Sometimes,no,2.044694,no,2.008256,1.875683,Sometimes,Public_Transportation,Insufficient_Weight 529,Female,19.0,1.6,51.0,yes,yes,2.0,4.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Walking,Normal_Weight 530,Male,17.0,1.71,58.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 531,Female,25.954511,1.627818,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,9.6e-05,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 532,Female,21.0,1.58,44.0,no,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 533,Female,18.94093,1.748106,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.501647,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 534,Female,22.0,1.5,56.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 535,Female,17.0,1.66,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 536,Female,18.0,1.68,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 537,Male,31.662814,1.70653,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.876051,0.0,Sometimes,Automobile,Obesity_Type_I 538,Female,21.285965,1.5,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.70825,0.0,Sometimes,Public_Transportation,Obesity_Type_I 539,Male,21.0,1.72,75.0,no,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 540,Male,17.729923,1.7,50.0,no,yes,1.003566,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 541,Female,17.0,1.6,56.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 542,Female,19.091346,1.603923,45.0,no,no,2.66889,4.0,Frequently,no,2.487919,yes,2.0,0.790967,Sometimes,Public_Transportation,Insufficient_Weight 543,Male,21.0,1.8,65.0,yes,no,2.0,4.0,Frequently,no,2.0,yes,2.0,2.0,no,Public_Transportation,Normal_Weight 544,Male,31.386405,1.75,118.299585,yes,yes,2.630401,3.0,Sometimes,no,2.102709,no,0.63119,0.0,Sometimes,Automobile,Obesity_Type_II 545,Male,20.0,1.89,80.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 546,Male,26.0,1.8,87.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 547,Female,21.180346,1.679299,77.355417,yes,no,2.76802,1.834472,Sometimes,no,2.172649,no,1.361533,0.974939,Sometimes,Public_Transportation,Overweight_Level_II 548,Male,34.288249,1.836669,99.0,yes,yes,2.0,1.867836,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 549,Male,25.991194,1.819728,114.480696,yes,yes,2.156065,3.0,Sometimes,no,2.140544,no,1.144076,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 550,Male,30.62865,1.766975,118.392359,yes,yes,3.0,3.0,Sometimes,no,2.118716,no,0.665439,1.759954,Sometimes,Automobile,Obesity_Type_II 551,Female,26.0,1.640125,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 552,Male,21.0,1.7,71.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 553,Female,21.67447,1.71978,132.262558,yes,yes,3.0,3.0,Sometimes,no,1.777805,no,1.68249,0.818871,Sometimes,Public_Transportation,Obesity_Type_III 554,Male,18.0,1.7,78.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 555,Female,18.0,1.609321,83.0,yes,yes,2.0,3.0,Sometimes,no,1.051735,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 556,Male,24.001685,1.705682,99.199287,yes,yes,2.880759,1.473088,Sometimes,no,1.005367,no,1.0,0.105408,Sometimes,Public_Transportation,Obesity_Type_II 557,Female,18.177882,1.71582,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,1.427037,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 558,Male,25.0,1.74,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Automobile,Normal_Weight 559,Female,18.0,1.6,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 560,Female,19.735968,1.603501,45.0,no,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 561,Female,26.0,1.633945,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 562,Female,22.0,1.54,50.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 563,Female,20.089969,1.801478,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,1.881761,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 564,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 565,Female,28.363149,1.560029,71.728069,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 566,Female,20.989016,1.80734,155.872093,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,0.162083,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 567,Male,18.0,1.844218,108.897324,yes,yes,2.0,1.250548,Sometimes,no,2.450069,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 568,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 569,Male,21.652229,1.712061,75.057177,yes,yes,2.0,3.0,Sometimes,no,1.174611,no,1.997529,0.0,Sometimes,Public_Transportation,Overweight_Level_I 570,Male,18.120739,1.774775,108.124595,yes,yes,2.0,1.818026,Sometimes,no,2.027984,no,0.946461,2.0,no,Public_Transportation,Obesity_Type_I 571,Male,21.016623,1.792435,105.580491,yes,yes,2.0,3.0,Sometimes,no,1.77962,no,0.00342,1.0,Sometimes,Public_Transportation,Obesity_Type_I 572,Female,23.0,1.636592,83.016968,yes,yes,2.0,1.0,Sometimes,no,2.984153,no,0.043101,0.0,no,Public_Transportation,Obesity_Type_I 573,Male,25.478662,1.849425,118.40174,yes,yes,2.446872,2.567567,Sometimes,no,2.0,no,1.967234,0.0,Sometimes,Public_Transportation,Obesity_Type_II 574,Female,18.0,1.61,51.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 575,Female,20.976842,1.73581,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.917383,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 576,Male,26.0,1.75,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 577,Female,18.0,1.732096,50.0,no,yes,2.996717,3.0,Sometimes,no,2.0,no,1.999836,1.035711,Sometimes,Public_Transportation,Insufficient_Weight 578,Female,26.0,1.629727,110.600553,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 579,Male,24.920362,1.796332,120.996074,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.866839,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 580,Male,22.0,1.72,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 581,Male,21.123048,1.712473,98.296651,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 582,Female,55.0,1.63,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 583,Male,30.02019,1.695347,102.686908,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.899864,2.0,no,Public_Transportation,Obesity_Type_II 584,Male,43.0,1.77,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_I 585,Female,18.335019,1.807406,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,1.689371,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 586,Female,25.920738,1.603404,102.950929,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.04525,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 587,Male,23.0,1.76,70.0,yes,yes,3.0,4.0,Frequently,no,1.0,yes,0.0,2.0,Sometimes,Automobile,Normal_Weight 588,Female,18.907514,1.741925,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,1.46525,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 589,Female,26.0,1.637725,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 590,Male,24.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 591,Female,21.0,1.69,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 592,Female,28.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 593,Male,33.161998,1.758959,118.114184,yes,yes,2.802696,3.0,Sometimes,no,1.130079,no,1.079709,0.0,Sometimes,Automobile,Obesity_Type_II 594,Male,17.0,1.8,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 595,Female,25.940153,1.629191,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.15136,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 596,Female,20.552695,1.724268,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.853991,no,1.586525,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 597,Female,19.529746,1.672007,49.980968,yes,yes,2.927409,3.0,Frequently,no,1.796956,no,2.0,0.849503,no,Public_Transportation,Insufficient_Weight 598,Male,20.0,1.81,69.0,no,yes,2.0,3.0,Always,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 599,Male,18.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 600,Male,26.042738,1.858624,105.712219,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.593704,Sometimes,Public_Transportation,Obesity_Type_I 601,Female,18.0,1.769269,75.0,yes,yes,2.0,3.0,Sometimes,no,1.163111,no,0.783676,1.899073,no,Public_Transportation,Overweight_Level_I 602,Female,21.838323,1.755938,78.0,yes,yes,2.724121,3.559841,Sometimes,no,2.397653,no,1.82434,0.965464,Sometimes,Public_Transportation,Overweight_Level_I 603,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 604,Male,19.0,1.83,82.0,yes,yes,3.0,3.0,Always,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 605,Male,30.403205,1.695347,102.815983,yes,yes,2.966126,1.134042,Sometimes,no,1.0,no,1.989316,0.0,no,Public_Transportation,Obesity_Type_II 606,Male,20.0,1.63,83.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 607,Male,19.735968,1.814052,61.411141,no,yes,3.0,3.821168,Sometimes,no,1.394883,no,2.075293,0.831412,Sometimes,Automobile,Insufficient_Weight 608,Male,29.791101,1.769269,129.769141,yes,yes,2.497548,3.0,Sometimes,no,1.927976,no,0.935217,0.0,Sometimes,Public_Transportation,Obesity_Type_II 609,Female,26.0,1.629191,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 610,Male,28.0,1.7,80.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_II 611,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 612,Female,26.0,1.602025,65.0,yes,yes,2.0,3.0,Sometimes,no,2.550307,no,0.0,0.20482,Sometimes,Public_Transportation,Overweight_Level_I 613,Male,19.994543,1.753327,54.997374,yes,yes,2.942154,3.0,Sometimes,no,2.976672,no,1.94907,0.41322,no,Public_Transportation,Insufficient_Weight 614,Male,38.397463,1.764138,118.40174,yes,yes,2.971574,3.0,Sometimes,no,2.133767,no,0.652736,0.0,Sometimes,Automobile,Obesity_Type_II 615,Male,24.0,1.75,116.0,yes,yes,1.0,3.0,Frequently,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 616,Female,21.962426,1.719913,128.261402,yes,yes,3.0,3.0,Sometimes,no,1.972016,no,1.686229,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 617,Female,18.0,1.67,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 618,Female,22.980957,1.717288,54.98774,yes,yes,2.0,3.24934,Frequently,no,2.0,no,1.903338,1.0,no,Public_Transportation,Insufficient_Weight 619,Female,21.0,1.6,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 620,Male,18.0,1.755926,51.121749,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.578517,Sometimes,Public_Transportation,Insufficient_Weight 621,Male,18.0,1.754599,96.366777,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.541455,no,Automobile,Obesity_Type_I 622,Male,29.246269,1.75,118.206565,yes,yes,2.722161,2.992606,Sometimes,no,1.944095,no,1.144876,0.0,Sometimes,Public_Transportation,Obesity_Type_II 623,Female,21.0,1.55,42.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 624,Male,21.0,1.848294,106.49141,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 625,Male,19.21164,1.715118,50.0,no,yes,1.963965,3.0,Sometimes,no,1.242832,no,0.926201,1.331527,Sometimes,Public_Transportation,Insufficient_Weight 626,Male,22.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 627,Female,23.0,1.6,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 628,Male,33.789301,1.6811,83.568035,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.967259,no,Automobile,Overweight_Level_II 629,Male,21.687409,1.661715,98.579156,yes,yes,2.0,1.105617,Sometimes,no,2.765593,no,0.903369,1.616826,no,Public_Transportation,Obesity_Type_I 630,Female,25.976209,1.619128,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.067329,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 631,Male,30.575349,1.643332,103.017623,yes,yes,2.600217,2.175153,Sometimes,no,1.0,no,1.82434,0.0,no,Public_Transportation,Obesity_Type_II 632,Female,17.0,1.56,55.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 633,Female,26.0,1.624134,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 634,Male,23.0,1.7,66.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 635,Male,30.722801,1.817641,120.8158,yes,yes,2.984425,3.0,Sometimes,no,2.358088,no,0.889963,1.352649,Sometimes,Automobile,Obesity_Type_II 636,Female,21.0,1.67,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 637,Male,22.276969,1.872517,121.277832,yes,yes,2.630137,2.725012,Sometimes,no,1.970508,no,1.097983,1.0,Sometimes,Public_Transportation,Obesity_Type_II 638,Male,21.67315,1.7,80.0,yes,yes,2.0,1.193486,Sometimes,no,1.229915,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 639,Male,17.0,1.75,98.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Walking,Obesity_Type_I 640,Female,17.0,1.6,49.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 641,Female,25.920738,1.629727,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.679137,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 642,Female,23.0,1.66,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 643,Male,18.0,1.79,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 644,Male,24.0,1.75,64.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 645,Male,28.377958,1.700627,81.32297,yes,yes,2.0,1.717608,Sometimes,no,1.619305,no,1.851404,1.865851,Sometimes,Public_Transportation,Overweight_Level_II 646,Male,28.393111,1.763341,118.332689,yes,yes,2.108711,2.999744,Sometimes,no,1.776991,no,1.989316,0.0,Sometimes,Public_Transportation,Obesity_Type_II 647,Male,24.739421,1.7,84.340406,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.630866,Sometimes,Public_Transportation,Overweight_Level_II 648,Male,23.0,1.817641,105.000789,yes,yes,2.0,3.0,Sometimes,no,1.622827,no,0.026033,0.540812,Sometimes,Public_Transportation,Obesity_Type_I 649,Female,19.88036,1.853223,87.105828,yes,yes,2.716909,3.821461,Sometimes,no,2.0,no,0.539952,1.460564,Sometimes,Public_Transportation,Overweight_Level_II 650,Female,23.0,1.644161,54.922234,yes,no,2.923916,3.98955,Frequently,no,2.0,no,0.923428,1.59257,no,Public_Transportation,Insufficient_Weight 651,Male,24.0,1.75,69.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Walking,Normal_Weight 652,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.482294,yes,0.987591,1.836853,Sometimes,Public_Transportation,Overweight_Level_I 653,Male,21.0,1.584322,70.0,no,yes,2.971588,1.0,no,no,2.71659,no,1.228136,0.0,Sometimes,Public_Transportation,Overweight_Level_I 654,Male,25.758307,1.829239,117.398976,yes,yes,2.766612,1.851088,Sometimes,no,2.0,no,1.926381,0.0,Sometimes,Public_Transportation,Obesity_Type_II 655,Female,26.0,1.626179,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 656,Female,23.0,1.668553,80.458343,yes,yes,2.0,2.141839,Sometimes,no,2.369627,no,0.766007,1.50301,no,Public_Transportation,Overweight_Level_II 657,Female,21.0,1.54,63.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 658,Female,21.412434,1.763343,127.902844,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,0.390877,0.000436,Sometimes,Public_Transportation,Obesity_Type_III 659,Female,41.0,1.54,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 660,Female,20.924808,1.589321,80.0,yes,yes,2.0,3.0,Sometimes,no,1.618189,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 661,Female,16.129279,1.5,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.466169,no,Public_Transportation,Insufficient_Weight 662,Female,39.0,1.69,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 663,Male,22.200779,1.793378,105.000789,yes,yes,2.0,3.0,Sometimes,no,2.300666,no,0.005939,0.0,Sometimes,Public_Transportation,Obesity_Type_I 664,Female,21.420537,1.741193,133.888629,yes,yes,3.0,3.0,Sometimes,no,1.810738,no,1.34139,0.954216,Sometimes,Public_Transportation,Obesity_Type_III 665,Female,21.0,1.65,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,1.0,1.0,no,Public_Transportation,Insufficient_Weight 666,Female,26.0,1.62495,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 667,Male,55.022494,1.7,80.113493,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.679935,0.0,no,Automobile,Overweight_Level_II 668,Female,21.0,1.55,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 669,Female,26.0,1.62456,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 670,Female,21.232659,1.719913,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.155926,no,1.655488,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 671,Male,25.717522,1.75015,115.382519,yes,yes,2.177243,3.0,Sometimes,no,2.155558,no,1.156024,0.071317,Sometimes,Public_Transportation,Obesity_Type_II 672,Male,31.562895,1.773259,119.081804,yes,yes,2.938616,3.0,Sometimes,no,2.172649,no,1.055854,1.771135,Sometimes,Public_Transportation,Obesity_Type_II 673,Female,19.0,1.5,45.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 674,Female,21.81119,1.676095,49.815599,yes,yes,3.0,3.0,Frequently,no,2.966647,no,1.910432,0.256382,no,Public_Transportation,Insufficient_Weight 675,Male,17.0,1.7,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 676,Male,22.865018,1.849425,121.657979,yes,yes,2.9673,2.952821,Sometimes,no,1.711666,no,0.889963,0.0,Sometimes,Public_Transportation,Obesity_Type_II 677,Male,34.576714,1.73325,103.841672,yes,yes,2.0,2.992083,Sometimes,no,1.0,no,0.15136,0.0,no,Automobile,Obesity_Type_II 678,Male,21.746113,1.668553,94.454394,yes,yes,2.0,2.968098,Sometimes,no,2.0,no,0.783676,1.281141,no,Public_Transportation,Obesity_Type_I 679,Male,30.553097,1.704573,82.403076,yes,yes,2.177243,2.992606,Sometimes,no,1.619305,no,0.073065,1.0,Sometimes,Public_Transportation,Overweight_Level_II 680,Male,19.084967,1.795445,89.868784,no,yes,1.936479,3.897078,Sometimes,no,2.0,no,3.0,1.894105,Sometimes,Public_Transportation,Overweight_Level_I 681,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 682,Female,25.96701,1.737313,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 683,Female,33.0,1.6,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 684,Male,19.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 685,Female,18.335019,1.743935,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.84174,no,1.465931,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 686,Male,19.17614,1.751118,85.065525,yes,yes,2.388168,3.0,Sometimes,no,2.616285,no,1.228136,0.974939,Sometimes,Public_Transportation,Overweight_Level_I 687,Male,18.0,1.75,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 688,Female,19.483036,1.53777,42.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.00705,1.0,no,Public_Transportation,Insufficient_Weight 689,Male,19.0,1.65,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Overweight_Level_II 690,Female,26.0,1.6,60.0,yes,yes,1.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 691,Male,23.0,1.68,65.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Automobile,Normal_Weight 692,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 693,Male,18.0,1.7,80.0,yes,no,2.0,2.7976,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 694,Female,21.90012,1.694952,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501754,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 695,Female,25.919571,1.610488,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.813234,no,0.204108,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 696,Male,21.0,1.61,66.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 697,Female,18.0,1.603435,90.0,yes,yes,2.0,1.057935,Sometimes,no,2.0,no,0.389717,0.0,no,Public_Transportation,Obesity_Type_I 698,Male,18.0,1.72,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 699,Female,37.532066,1.567756,76.098523,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 700,Female,25.919241,1.622771,102.174953,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.000454,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 701,Male,18.128249,1.754996,52.08657,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.206025,1.839862,Sometimes,Public_Transportation,Insufficient_Weight 702,Female,26.0,1.623113,105.000276,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.005939,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 703,Male,32.593129,1.65,74.433362,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 704,Male,20.954955,1.755978,53.699561,yes,yes,2.0,3.0,Sometimes,no,1.86393,no,2.870127,2.0,Sometimes,Public_Transportation,Insufficient_Weight 705,Male,25.992719,1.677178,79.828725,yes,yes,2.0,2.119826,Sometimes,no,3.0,no,0.008368,0.0,Sometimes,Public_Transportation,Overweight_Level_I 706,Male,30.916426,1.783914,120.901591,yes,yes,2.195964,3.0,Sometimes,no,2.514872,no,0.766007,1.198439,Sometimes,Automobile,Obesity_Type_II 707,Female,21.682367,1.751067,133.779919,yes,yes,3.0,3.0,Sometimes,no,1.810738,no,1.528968,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 708,Male,25.036269,1.757132,112.200812,yes,yes,2.819934,3.0,Sometimes,no,2.013205,no,1.293396,0.022245,Sometimes,Automobile,Obesity_Type_II 709,Female,39.0,1.54,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 710,Male,24.920362,1.782067,117.8972,yes,yes,1.975675,2.574108,Sometimes,no,2.759246,no,1.866839,0.0,Sometimes,Public_Transportation,Obesity_Type_II 711,Female,31.194458,1.661712,73.501233,yes,yes,2.0,3.0,Sometimes,no,2.952506,no,0.132629,0.27319,Sometimes,Public_Transportation,Overweight_Level_I 712,Male,31.205668,1.829757,120.399758,yes,yes,2.262292,3.0,Sometimes,no,2.165804,no,0.92635,0.0,Sometimes,Automobile,Obesity_Type_II 713,Female,21.051982,1.683502,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.708971,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 714,Male,26.734476,1.656504,111.946655,yes,yes,1.369529,3.0,Sometimes,no,2.715572,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_II 715,Female,21.682367,1.732383,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.329367,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 716,Female,16.240576,1.799902,49.932199,no,yes,3.0,3.737914,Sometimes,no,1.663213,no,1.235675,0.930926,Sometimes,Automobile,Insufficient_Weight 717,Female,20.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Normal_Weight 718,Female,19.0,1.68,45.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Automobile,Insufficient_Weight 719,Female,18.976968,1.782453,137.852618,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.989171,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 720,Male,17.038222,1.711467,51.588874,no,yes,2.0,2.057935,Sometimes,no,2.0,no,0.288032,1.97117,Sometimes,Public_Transportation,Insufficient_Weight 721,Male,23.0,1.72,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 722,Male,27.899784,1.8,87.803311,no,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 723,Male,22.582371,1.456346,62.894283,no,no,2.0,2.622055,Sometimes,no,1.131169,no,0.11964,0.453404,Sometimes,Public_Transportation,Overweight_Level_I 724,Female,21.81119,1.55,62.211572,yes,yes,2.81646,1.0,Sometimes,no,3.0,no,1.94907,0.0,Sometimes,Public_Transportation,Overweight_Level_I 725,Female,26.0,1.622703,105.580491,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,0.0,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 726,Male,21.0,1.7,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 727,Male,28.39124,1.910672,129.013178,yes,yes,2.568063,3.0,Sometimes,no,1.0,no,1.461005,0.0,Sometimes,Public_Transportation,Obesity_Type_II 728,Male,23.0,1.706082,51.881263,yes,yes,2.748243,3.0,Sometimes,no,1.85916,no,0.906843,1.593704,Sometimes,Automobile,Insufficient_Weight 729,Female,22.0,1.59,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 730,Male,21.0,1.65,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,no,Walking,Overweight_Level_I 731,Male,18.0,1.80671,108.921218,yes,yes,2.0,2.279546,Sometimes,no,1.937674,no,1.0,1.516731,no,Public_Transportation,Obesity_Type_I 732,Male,22.518787,1.708071,75.62931,yes,yes,2.0,3.0,Sometimes,no,1.873004,no,0.129902,1.0,Sometimes,Public_Transportation,Overweight_Level_I 733,Male,29.911246,1.909188,129.852531,yes,yes,2.630137,3.0,Sometimes,no,1.0,no,1.952427,0.0,Sometimes,Public_Transportation,Obesity_Type_II 734,Female,17.0,1.6,55.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Normal_Weight 735,Male,23.0,1.72,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 736,Male,29.509151,1.829239,108.308112,yes,yes,2.846452,3.0,Sometimes,no,2.038128,no,1.0,1.551934,Sometimes,Automobile,Obesity_Type_II 737,Female,21.760734,1.73581,135.346677,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.618512,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 738,Female,19.94814,1.530884,39.371523,no,yes,1.522001,3.0,Sometimes,no,1.98126,no,2.306844,1.0,Sometimes,Public_Transportation,Insufficient_Weight 739,Male,30.577343,1.879144,111.878132,yes,yes,2.049112,3.0,Sometimes,no,2.054193,no,0.0,0.138563,Sometimes,Automobile,Obesity_Type_II 740,Male,21.0,1.68,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 741,Male,18.0,1.75,93.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 742,Female,22.99368,1.716545,51.592224,yes,yes,2.661556,3.0,Frequently,no,1.0,no,0.520407,1.0,no,Public_Transportation,Insufficient_Weight 743,Female,21.0,1.72,50.0,no,yes,3.0,4.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 744,Female,23.0,1.57,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 745,Female,26.0,1.641849,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.635867,Sometimes,Public_Transportation,Obesity_Type_III 746,Female,21.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 747,Female,26.0,1.65782,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 748,Female,19.0,1.54,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 749,Female,18.0,1.628855,82.523113,yes,yes,1.518966,2.99321,Sometimes,no,1.326165,no,0.520989,0.0,no,Public_Transportation,Obesity_Type_I 750,Female,18.112503,1.816868,142.559161,yes,yes,3.0,3.0,Sometimes,no,2.895614,no,1.488843,0.808599,Sometimes,Public_Transportation,Obesity_Type_III 751,Female,18.423482,1.73945,133.03441,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.99507,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 752,Female,18.120739,1.817917,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.154326,no,1.999836,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 753,Female,18.216032,1.532733,41.220175,no,yes,2.619835,1.0,Sometimes,no,1.490613,no,1.92628,0.55415,Sometimes,Public_Transportation,Insufficient_Weight 754,Female,21.785351,1.736215,132.527011,yes,yes,3.0,3.0,Sometimes,no,1.774778,no,1.858554,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 755,Male,25.486521,1.77433,114.480696,yes,yes,2.02472,3.0,Sometimes,no,2.01051,no,1.066101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 756,Female,21.016623,1.730379,75.0,yes,yes,1.220024,3.520555,Sometimes,no,1.074048,no,1.078074,0.0,Sometimes,Public_Transportation,Overweight_Level_I 757,Female,26.0,1.641918,111.933152,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 758,Male,22.0,1.78,70.0,yes,no,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 759,Female,26.0,1.640741,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 760,Male,24.0,1.8,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 761,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 762,Female,40.0,1.57,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 763,Female,30.607546,1.674515,79.661693,yes,yes,2.901924,3.0,Sometimes,no,1.029798,no,0.371508,0.0,no,Automobile,Overweight_Level_II 764,Male,22.377998,1.838266,95.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.02975,1.281141,Sometimes,Public_Transportation,Overweight_Level_II 765,Male,18.0,1.74,72.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 766,Female,25.0,1.61,61.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 767,Male,24.006271,1.762921,113.207124,yes,yes,2.823179,3.0,Sometimes,no,2.028368,no,0.656548,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 768,Female,17.0,1.58,53.5,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 769,Female,26.0,1.631856,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 770,Male,22.829753,1.84995,121.737836,yes,yes,2.037585,2.650088,Sometimes,no,1.645338,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 771,Female,23.0,1.67,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 772,Male,19.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 773,Female,21.012542,1.859717,121.657979,yes,yes,3.0,3.0,Sometimes,no,1.738959,no,0.970661,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 774,Female,22.771612,1.603923,82.0,yes,yes,3.0,3.0,Sometimes,no,1.744628,no,0.0,0.503896,no,Public_Transportation,Obesity_Type_I 775,Male,21.962426,1.770126,96.078462,yes,yes,2.0,2.18162,Sometimes,no,2.816015,no,1.096556,0.0,no,Public_Transportation,Obesity_Type_I 776,Male,24.443011,1.75,117.93329,yes,yes,2.065752,3.0,Sometimes,no,2.170225,no,1.980738,0.0,Sometimes,Automobile,Obesity_Type_II 777,Female,18.0,1.76,51.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 778,Female,26.0,1.629727,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 779,Female,19.058511,1.752206,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465931,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 780,Male,20.744839,1.919543,102.950929,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.791929,0.0,Sometimes,Public_Transportation,Obesity_Type_I 781,Male,30.551762,1.741393,112.289883,yes,yes,2.111887,3.0,Sometimes,no,2.017602,no,0.0,1.108145,Sometimes,Automobile,Obesity_Type_II 782,Male,21.0,1.636592,83.0,yes,yes,2.0,1.532833,Sometimes,no,1.426874,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 783,Male,27.0,1.67,80.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Automobile,Overweight_Level_II 784,Male,22.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 785,Female,25.920738,1.641132,104.950776,yes,yes,3.0,3.0,Sometimes,no,2.815293,no,0.067985,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 786,Male,23.0,1.71,71.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 787,Male,19.0,1.78,110.81746,yes,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 788,Male,25.659092,1.758972,117.631707,yes,yes,2.065752,3.0,Sometimes,no,2.531984,no,1.003294,0.0,Sometimes,Public_Transportation,Obesity_Type_II 789,Female,22.978655,1.667852,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.310076,no,0.192559,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 790,Female,26.0,1.624576,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 791,Female,16.0,1.61,64.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 792,Male,21.0,1.799902,95.887056,yes,yes,2.0,3.0,Sometimes,no,2.106861,no,3.0,1.672508,no,Public_Transportation,Obesity_Type_I 793,Female,39.135634,1.643892,80.0,yes,yes,2.0,3.0,Sometimes,no,1.984323,no,1.299469,0.0,Sometimes,Automobile,Obesity_Type_I 794,Female,25.934757,1.580968,102.950929,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 795,Male,23.0,1.74,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 796,Male,30.796262,1.65,111.946655,yes,yes,1.0816,3.0,Sometimes,no,1.0,no,0.0,0.062488,Sometimes,Public_Transportation,Obesity_Type_II 797,Female,23.0,1.64,94.790579,yes,yes,2.0,3.0,Sometimes,no,1.490613,no,0.652736,1.0,no,Public_Transportation,Obesity_Type_I 798,Female,23.0,1.64,59.8,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 799,Male,19.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 800,Female,18.0,1.65,50.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 801,Female,35.483601,1.611356,86.098523,yes,yes,2.883745,2.870005,Sometimes,no,2.975528,no,1.853425,0.0,Sometimes,Automobile,Obesity_Type_I 802,Male,20.0,1.65,80.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 803,Male,26.740655,1.848553,120.202596,yes,yes,2.247795,3.0,Sometimes,no,2.816015,no,0.712726,0.0,Sometimes,Public_Transportation,Obesity_Type_II 804,Female,22.0,1.72,50.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 805,Male,21.0,1.78,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 806,Male,30.71516,1.909639,129.852531,yes,yes,2.839048,3.0,Sometimes,no,1.229171,no,1.392026,1.771135,Sometimes,Public_Transportation,Obesity_Type_II 807,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 808,Female,18.0,1.73,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 809,Male,37.492444,1.705218,102.13682,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 810,Female,25.834018,1.62847,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.083675,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 811,Male,18.10682,1.751038,103.743534,yes,yes,2.910733,2.122545,Sometimes,no,2.702789,no,1.910432,1.0,no,Public_Transportation,Obesity_Type_I 812,Male,23.0,1.87,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 813,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 814,Female,33.0,1.67,77.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 815,Female,21.0,1.68,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 816,Male,21.009596,1.754217,116.164351,yes,yes,1.889883,2.372339,Sometimes,no,2.0,no,0.0,1.980875,Sometimes,Public_Transportation,Obesity_Type_I 817,Female,19.091346,1.603923,45.0,no,no,3.0,3.0,Frequently,no,2.768325,yes,1.60195,0.0,Sometimes,Public_Transportation,Insufficient_Weight 818,Female,18.0,1.6,82.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 819,Male,21.814653,1.836669,105.696358,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.001086,1.609773,Sometimes,Public_Transportation,Obesity_Type_I 820,Male,19.0,1.812472,85.0,yes,yes,2.758394,1.894384,Sometimes,no,2.174371,no,1.0,0.7939,Sometimes,Public_Transportation,Overweight_Level_I 821,Male,20.0,1.8,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 822,Female,18.024853,1.699474,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.902095,0.0,no,Public_Transportation,Overweight_Level_I 823,Female,18.10682,1.640824,83.285753,yes,yes,2.0,3.0,Sometimes,no,1.992548,no,0.891062,1.967259,no,Public_Transportation,Obesity_Type_I 824,Male,31.333798,1.86714,121.310257,yes,yes,2.341999,3.0,Sometimes,no,1.85916,no,0.992253,0.0,Sometimes,Automobile,Obesity_Type_II 825,Female,25.991886,1.611462,107.10819,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,0.067329,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 826,Female,25.943827,1.694969,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.603549,no,0.0,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 827,Male,25.66668,1.796415,120.420406,yes,yes,2.96405,3.0,Sometimes,no,2.715252,no,1.168368,0.885532,Sometimes,Public_Transportation,Obesity_Type_II 828,Male,18.0,1.791867,108.9606,yes,yes,2.0,1.867836,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 829,Female,18.0,1.59,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 830,Male,17.0,1.751631,45.0,no,yes,2.596364,3.0,Frequently,no,2.0,no,2.0,1.465479,Sometimes,Public_Transportation,Insufficient_Weight 831,Female,25.96701,1.668555,104.741914,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,0.260543,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 832,Female,39.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 833,Male,19.0,1.85,155.872093,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,7.3e-05,Sometimes,Public_Transportation,Obesity_Type_I 834,Female,26.0,1.640125,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 835,Female,25.0,1.6,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Motorbike,Overweight_Level_I 836,Male,24.825398,1.849425,121.657979,yes,yes,2.0,2.669766,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 837,Male,19.0,1.8,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 838,Female,18.0,1.65,91.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 839,Male,21.0,1.7,80.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 840,Male,27.968765,1.801478,118.668332,yes,yes,2.997524,3.0,Sometimes,no,2.207978,no,0.598655,0.426465,Sometimes,Automobile,Obesity_Type_II 841,Male,34.0,1.7,83.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Motorbike,Overweight_Level_II 842,Female,25.919241,1.611452,102.921218,yes,yes,3.0,3.0,Sometimes,no,1.020313,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 843,Female,26.0,1.629727,111.226032,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.01586,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 844,Male,27.0,1.657132,99.709329,yes,yes,2.76632,1.262831,Sometimes,no,2.0,no,1.089344,0.395979,no,Public_Transportation,Obesity_Type_II 845,Female,18.0,1.55,80.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 846,Male,18.0,1.703584,51.607091,no,yes,1.096455,3.0,Sometimes,no,2.450069,no,0.083675,1.670313,Sometimes,Public_Transportation,Insufficient_Weight 847,Female,21.056059,1.658393,80.907833,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.194519,0.0,no,Public_Transportation,Overweight_Level_II 848,Female,22.679935,1.630927,66.126964,yes,yes,3.0,3.0,Sometimes,no,2.45126,no,1.352663,0.127879,Sometimes,Public_Transportation,Overweight_Level_I 849,Male,19.0,1.69,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 850,Male,34.389906,1.792998,84.729197,yes,yes,2.0,3.0,Sometimes,no,2.450069,no,0.922739,0.0,no,Automobile,Overweight_Level_II 851,Female,21.008051,1.65,88.126544,yes,yes,2.465575,1.00061,Sometimes,no,3.0,no,0.432813,1.616826,no,Public_Transportation,Obesity_Type_I 852,Female,28.393111,1.523426,79.621463,yes,yes,2.0,3.0,Sometimes,no,2.001936,no,1.079934,0.0,no,Automobile,Obesity_Type_I 853,Male,25.991194,1.738702,85.002884,yes,yes,2.00876,1.80815,Sometimes,no,2.331123,no,0.127425,0.966181,Sometimes,Public_Transportation,Overweight_Level_II 854,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 855,Female,21.19011,1.698829,78.88036,yes,yes,3.0,2.993856,Sometimes,no,1.965237,no,0.108948,1.256119,no,Public_Transportation,Overweight_Level_II 856,Female,25.962949,1.644053,104.741914,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.05093,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 857,Female,34.29016,1.673333,84.803311,yes,yes,2.0,1.820779,Sometimes,no,1.077253,no,1.304291,0.0,no,Automobile,Obesity_Type_I 858,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 859,Female,19.0,1.57,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 860,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 861,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 862,Female,42.31607,1.566501,75.0,yes,yes,3.0,1.941307,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 863,Female,21.334585,1.738836,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.429256,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 864,Male,17.0,1.78,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 865,Female,21.938831,1.608914,133.662583,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,1.92628,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 866,Male,30.605225,1.75,120.0,yes,yes,2.758394,3.981997,Sometimes,yes,2.174248,no,0.920476,1.358163,Sometimes,Automobile,Obesity_Type_II 867,Female,22.0,1.62,70.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 868,Female,18.0,1.697421,71.803527,yes,no,3.0,1.0,Sometimes,no,3.0,no,0.336814,1.959217,no,Public_Transportation,Overweight_Level_I 869,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 870,Female,18.281092,1.7,50.0,no,yes,1.005578,3.281391,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 871,Male,18.0,1.78,108.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 872,Male,22.0,1.75,58.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 873,Female,23.0,1.56,48.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 874,Female,26.0,1.632377,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 875,Female,21.682636,1.762921,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.441791,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 876,Female,19.0,1.51,45.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 877,Female,26.0,1.62439,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 878,Female,22.970655,1.710182,51.107925,yes,yes,2.96008,3.0,Frequently,no,2.654636,no,0.750111,1.0,no,Public_Transportation,Insufficient_Weight 879,Male,32.0,1.88,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 880,Female,19.16097,1.523426,42.0,no,yes,3.0,3.731212,Frequently,no,1.815293,no,0.0,0.127673,Sometimes,Public_Transportation,Insufficient_Weight 881,Female,18.0,1.55,45.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 882,Male,23.411141,1.86741,121.244969,yes,yes,2.600217,2.954446,Sometimes,no,1.968796,no,1.587406,0.0,Sometimes,Public_Transportation,Obesity_Type_II 883,Male,20.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 884,Male,27.266287,1.82697,120.805715,yes,yes,2.341999,3.0,Sometimes,no,2.154949,no,0.976425,0.396352,Sometimes,Public_Transportation,Obesity_Type_II 885,Male,20.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,3.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 886,Female,18.152876,1.586895,39.695295,no,yes,2.512719,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 887,Female,18.128249,1.608914,82.595793,yes,yes,2.05687,3.0,Sometimes,no,1.880967,no,0.1768,0.789064,no,Public_Transportation,Obesity_Type_I 888,Male,30.003358,1.608914,100.066268,yes,yes,1.868212,1.867836,Sometimes,no,1.0,no,0.00203,1.043435,no,Public_Transportation,Obesity_Type_II 889,Male,18.701766,1.811189,108.15619,yes,yes,2.0,1.851088,Sometimes,no,2.795752,no,1.284798,0.920162,no,Public_Transportation,Obesity_Type_I 890,Male,22.276969,1.782722,121.658729,yes,yes,2.722161,2.701689,Sometimes,no,1.984323,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 891,Male,20.924808,1.790172,105.013901,yes,yes,2.0,3.0,Sometimes,no,2.292906,no,0.027101,0.0,Sometimes,Public_Transportation,Obesity_Type_I 892,Female,26.0,1.643017,111.635463,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 893,Male,19.0,1.72,67.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 894,Female,25.918524,1.611462,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,9.6e-05,0.754023,Sometimes,Public_Transportation,Obesity_Type_III 895,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 896,Female,18.532826,1.817231,152.720545,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.465931,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 897,Female,26.0,1.67,63.0,no,yes,3.0,4.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Normal_Weight 898,Female,26.0,1.630927,111.235188,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.357314,Sometimes,Public_Transportation,Obesity_Type_III 899,Female,20.406871,1.694265,80.0,yes,yes,2.392665,1.134042,Sometimes,no,2.0,no,1.0,1.343044,no,Public_Transportation,Overweight_Level_II 900,Male,30.686701,1.604893,102.555691,yes,yes,2.766612,3.0,Sometimes,no,1.095417,no,1.666965,0.0,Sometimes,Public_Transportation,Obesity_Type_II 901,Female,26.0,1.632896,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.029728,0.228598,Sometimes,Public_Transportation,Obesity_Type_III 902,Male,25.19291,1.77,88.675503,yes,yes,1.31415,3.0,Sometimes,no,2.004908,no,0.003938,0.544899,Sometimes,Public_Transportation,Overweight_Level_II 903,Female,19.314429,1.559567,41.706283,no,yes,2.0,1.0,Sometimes,no,1.636326,no,0.0,1.683261,Sometimes,Public_Transportation,Insufficient_Weight 904,Male,17.0,1.8,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 905,Male,23.254934,1.839699,121.277832,yes,yes,2.869436,2.993634,Sometimes,no,2.471033,no,0.987521,0.0,Sometimes,Public_Transportation,Obesity_Type_II 906,Female,23.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 907,Male,22.0,1.725587,80.0,yes,yes,2.0,2.976211,Sometimes,no,1.872673,no,2.89118,1.0,Sometimes,Public_Transportation,Overweight_Level_II 908,Female,29.0,1.612556,69.463458,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 909,Female,26.0,1.642098,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 910,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.13755,yes,0.943266,1.0,Sometimes,Public_Transportation,Insufficient_Weight 911,Male,25.659092,1.764138,117.631707,yes,yes,1.950742,3.0,Sometimes,no,2.0,no,1.742453,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 912,Female,23.0,1.58,48.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 913,Male,20.0,1.78,104.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 914,Male,23.0,1.75,118.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_II 915,Male,24.079971,1.700164,99.204695,yes,yes,2.14128,1.66338,Sometimes,no,2.0,no,1.930033,0.73421,Sometimes,Public_Transportation,Overweight_Level_II 916,Male,20.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Automobile,Insufficient_Weight 917,Male,25.3292,1.765464,114.144378,yes,yes,1.760038,3.0,Sometimes,no,2.003563,no,1.1293,0.079334,Sometimes,Public_Transportation,Obesity_Type_II 918,Female,18.0,1.52,45.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Insufficient_Weight 919,Male,18.0,1.73,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 920,Male,21.81119,1.712556,53.620604,yes,yes,2.0,3.0,Frequently,no,2.426465,no,2.77173,0.037634,no,Public_Transportation,Insufficient_Weight 921,Male,24.565628,1.852664,121.310257,yes,yes,2.906269,3.0,Sometimes,no,2.435489,no,1.266739,0.36216,Sometimes,Public_Transportation,Obesity_Type_II 922,Male,27.0,1.7,78.0,yes,yes,1.0,3.0,Frequently,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 923,Female,21.996523,1.560029,42.0,no,yes,3.0,1.600812,Frequently,no,1.596861,no,0.600817,0.0,Sometimes,Public_Transportation,Insufficient_Weight 924,Male,15.0,1.75,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 925,Female,20.744839,1.738717,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.546179,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 926,Female,17.0,1.75,57.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 927,Female,33.0,1.6,60.0,no,no,3.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 928,Male,33.185661,1.707613,103.705418,yes,yes,2.766441,1.924168,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_II 929,Male,21.0,1.7,69.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 930,Male,45.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 931,Male,22.832105,1.793451,121.835883,yes,yes,2.630401,2.358298,Sometimes,no,1.842173,no,0.0,0.315261,Sometimes,Automobile,Obesity_Type_II 932,Female,19.434709,1.598612,42.0,no,no,3.0,3.0,Sometimes,no,1.979833,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 933,Female,39.135634,1.582523,80.0,yes,yes,2.020502,1.73762,Sometimes,no,1.0,no,1.91108,0.0,Sometimes,Automobile,Obesity_Type_I 934,Male,25.940153,1.816868,91.630257,yes,yes,1.036414,3.0,Sometimes,no,1.954889,no,0.03465,1.0,Sometimes,Public_Transportation,Obesity_Type_I 935,Female,25.940153,1.614075,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.438018,no,0.043689,0.585912,Sometimes,Public_Transportation,Obesity_Type_III 936,Male,18.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 937,Female,18.0,1.65,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 938,Male,25.137087,1.725548,117.8972,yes,yes,1.882235,3.0,Sometimes,no,2.0,no,1.246223,1.516731,Sometimes,Public_Transportation,Obesity_Type_II 939,Male,18.976968,1.657995,97.829344,yes,yes,2.0,3.0,Sometimes,no,2.358038,no,1.99975,1.460564,Sometimes,Public_Transportation,Obesity_Type_I 940,Male,19.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 941,Male,24.0,1.7,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 942,Male,33.0,1.75,97.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 943,Female,16.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Insufficient_Weight 944,Female,25.486521,1.665837,110.621723,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 945,Female,25.95774,1.602025,102.872802,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.463891,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 946,Male,20.534606,1.75,104.97003,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.022598,1.0,no,Public_Transportation,Obesity_Type_I 947,Female,25.907833,1.627567,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.070897,Sometimes,Public_Transportation,Obesity_Type_III 948,Female,55.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 949,Female,25.940153,1.640741,102.320437,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.03465,0.692343,Sometimes,Public_Transportation,Obesity_Type_III 950,Male,26.0,1.8,90.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Obesity_Type_I 951,Male,20.0,1.62,70.0,no,yes,3.0,1.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 952,Female,40.106145,1.572791,80.0,yes,yes,2.032883,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 953,Male,25.478662,1.755938,117.57457,yes,yes,2.219186,3.0,Sometimes,no,2.115967,no,0.327418,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 954,Female,21.700748,1.694952,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,1.46782,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 955,Male,22.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 956,Female,26.0,1.656504,111.933152,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 957,Female,23.319635,1.57206,44.918255,no,yes,3.0,1.135278,Frequently,no,2.0,no,1.32534,0.0,no,Public_Transportation,Insufficient_Weight 958,Female,21.0,1.6,58.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 959,Female,27.0,1.7,78.0,yes,no,3.0,3.0,Always,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 960,Female,18.0,1.66,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 961,Female,21.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 962,Female,17.0,1.7,84.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 963,Male,19.0,1.8,97.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 964,Female,25.951737,1.608283,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,0.24629,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 965,Female,25.954511,1.627567,106.421042,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,0.0,0.566353,Sometimes,Public_Transportation,Obesity_Type_III 966,Female,21.0,1.840138,49.603807,yes,yes,3.0,3.765526,Frequently,no,2.659419,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 967,Male,21.403421,1.716677,95.419668,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.815768,0.0,no,Public_Transportation,Obesity_Type_I 968,Male,20.924808,1.621382,105.055686,yes,yes,2.0,3.0,Sometimes,no,1.653049,no,0.001086,0.508848,Sometimes,Public_Transportation,Obesity_Type_I 969,Male,30.554956,1.77558,120.60094,yes,yes,2.739,3.0,Sometimes,no,2.145368,no,1.289421,0.390178,Sometimes,Automobile,Obesity_Type_II 970,Male,21.987341,1.706082,80.379575,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.334474,0.0,no,Public_Transportation,Overweight_Level_II 971,Male,17.764764,1.744733,83.3258,yes,yes,3.0,3.0,Sometimes,no,2.434832,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 972,Male,33.185661,1.7,84.721696,yes,yes,2.0,2.301129,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_I 973,Male,24.0,1.69,80.0,yes,yes,2.0,3.0,Frequently,no,3.0,yes,0.0,2.0,no,Public_Transportation,Overweight_Level_II 974,Male,26.0,1.7,105.0,yes,yes,3.0,3.0,Always,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 975,Female,19.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 976,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.740633,2.0,no,Public_Transportation,Overweight_Level_II 977,Male,26.680376,1.827279,120.996074,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 978,Male,32.749594,1.706741,102.003378,yes,yes,2.549782,1.818026,Sometimes,no,1.99467,no,1.103209,0.0,no,Public_Transportation,Obesity_Type_II 979,Female,21.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 980,Female,21.0,1.56,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 981,Female,26.0,1.650125,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 982,Female,18.0,1.737453,51.216463,yes,yes,1.813234,3.0,Sometimes,no,2.0,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 983,Female,23.0,1.710129,50.079991,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.373186,2.0,no,Public_Transportation,Insufficient_Weight 984,Male,20.670975,1.835643,97.58826,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,0.933595,0.770722,Sometimes,Public_Transportation,Overweight_Level_II 985,Male,20.670975,1.69308,104.835346,yes,yes,2.225149,1.79558,Sometimes,no,1.205548,no,0.06275,1.206251,no,Public_Transportation,Obesity_Type_II 986,Female,23.0,1.673665,77.74518,yes,yes,2.0,3.0,Sometimes,no,2.040137,no,0.998039,0.0,Sometimes,Public_Transportation,Overweight_Level_II 987,Female,25.909353,1.641849,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,0.075776,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 988,Female,21.0,1.7,75.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 989,Female,26.0,1.627483,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.584305,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 990,Male,21.0,1.65,94.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 991,Male,20.392665,1.823765,105.000789,yes,yes,2.044326,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 992,Male,30.577944,1.647821,102.277765,yes,yes,2.197261,2.015675,Sometimes,no,1.970508,no,1.860765,0.0,no,Public_Transportation,Obesity_Type_II 993,Female,25.996716,1.603842,105.037203,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,0.01682,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 994,Female,22.649792,1.62495,82.040318,yes,yes,1.853314,1.0,Sometimes,no,1.824561,no,0.0,1.415536,Sometimes,Public_Transportation,Obesity_Type_I 995,Female,18.0,1.66,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 996,Male,30.350516,1.703098,103.276087,yes,yes,2.397284,2.050121,Sometimes,no,1.0,no,1.034031,0.0,no,Automobile,Obesity_Type_II 997,Male,33.690239,1.700627,83.3258,yes,yes,2.0,2.487674,Sometimes,no,2.929123,no,1.04729,0.0,Frequently,Automobile,Overweight_Level_II 998,Female,21.0,1.6,65.0,no,no,2.0,3.0,no,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 999,Male,30.945369,1.767121,112.879662,yes,yes,1.800122,3.0,Sometimes,no,1.687611,no,1.689525,0.686529,no,Automobile,Obesity_Type_II 1000,Male,28.255199,1.7,78.0,yes,yes,2.0,1.009426,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 1001,Male,27.93982,1.792998,120.8158,yes,yes,2.14128,3.0,Sometimes,no,2.450069,no,1.45473,0.0,Sometimes,Automobile,Obesity_Type_II 1002,Male,30.613586,1.76033,118.26569,yes,yes,2.998441,3.0,Sometimes,no,2.450069,no,1.856119,0.000436,Sometimes,Public_Transportation,Obesity_Type_II 1003,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 1004,Male,19.0,1.854706,87.070234,yes,yes,2.164062,3.058539,Sometimes,no,2.377362,no,2.0,0.9974,Sometimes,Public_Transportation,Overweight_Level_I 1005,Female,23.0,1.64,58.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1006,Female,21.979769,1.613921,68.981403,yes,yes,2.290095,1.724887,no,no,3.0,no,0.0,0.166076,no,Public_Transportation,Overweight_Level_I 1007,Female,19.0,1.62,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1008,Female,19.0,1.6,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,3.0,0.0,Frequently,Public_Transportation,Insufficient_Weight 1009,Male,30.945369,1.848553,118.382361,yes,yes,2.253371,3.0,Sometimes,no,2.550672,no,1.113169,0.0,Sometimes,Automobile,Obesity_Type_II 1010,Male,24.186273,1.754218,120.919703,yes,yes,2.499388,2.806341,Sometimes,no,1.295697,no,1.655488,1.0,Sometimes,Public_Transportation,Obesity_Type_II 1011,Female,21.837058,1.789143,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,1.996487,0.880414,Sometimes,Public_Transportation,Obesity_Type_III 1012,Female,18.0,1.533364,41.934368,no,yes,2.818502,1.0,Sometimes,no,1.0,no,0.0,1.967259,Sometimes,Public_Transportation,Insufficient_Weight 1013,Female,20.0,1.67,58.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 1014,Male,23.319635,1.779049,122.024954,yes,yes,3.0,2.175432,Sometimes,no,2.121251,no,0.899864,1.066603,Sometimes,Public_Transportation,Obesity_Type_II 1015,Female,22.87795,1.704193,51.314659,yes,yes,2.18354,3.0,Frequently,no,1.656082,no,0.992548,0.714701,no,Public_Transportation,Insufficient_Weight 1016,Female,19.329542,1.523426,42.0,no,yes,3.0,1.0,Frequently,no,1.24818,no,0.0,0.380695,Sometimes,Public_Transportation,Insufficient_Weight 1017,Female,22.884722,1.622787,82.0,yes,yes,1.362441,1.0,Sometimes,no,2.136398,no,0.0,0.128895,no,Public_Transportation,Obesity_Type_I 1018,Male,23.0,1.690614,94.743892,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,0.174475,1.758865,no,Public_Transportation,Obesity_Type_I 1019,Female,19.0,1.52,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1020,Male,24.693108,1.639383,100.543983,yes,yes,2.9673,3.0,Sometimes,no,1.0,no,1.931173,0.094213,no,Public_Transportation,Obesity_Type_II 1021,Male,22.814657,1.814696,121.414744,yes,yes,2.9553,2.608416,Sometimes,no,2.813234,no,0.791929,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1022,Female,26.0,1.641098,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 1023,Female,26.0,1.642572,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 1024,Male,20.9859,1.784049,103.0344,yes,yes,2.0,3.0,Sometimes,no,2.083939,no,2.230109,1.612466,no,Public_Transportation,Obesity_Type_I 1025,Female,31.010302,1.643402,74.803157,yes,yes,2.0,3.0,Sometimes,no,1.979833,no,0.897702,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1026,Male,31.62638,1.75,120.775439,yes,yes,2.9673,3.0,Sometimes,no,2.323003,no,0.942725,1.251554,Sometimes,Automobile,Obesity_Type_II 1027,Male,33.0,1.85,85.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 1028,Female,26.0,1.624576,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.702789,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 1029,Male,18.0,1.75,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 1030,Female,21.0,1.6,57.0,no,yes,1.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 1031,Female,22.956845,1.7,79.544998,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 1032,Male,21.0,1.6,70.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1033,Male,39.965474,1.785062,104.772164,yes,yes,2.290095,3.0,Sometimes,no,2.515765,no,0.839481,0.0,no,Automobile,Obesity_Type_I 1034,Female,18.0,1.556611,39.371523,no,yes,2.959658,3.0,Sometimes,no,1.636326,no,0.663896,1.281141,no,Public_Transportation,Insufficient_Weight 1035,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 1036,Female,21.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1037,Male,24.041043,1.842943,121.142535,yes,yes,3.0,2.994046,Sometimes,no,2.730663,no,0.992253,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1038,Female,26.0,1.641601,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 1039,Male,26.774115,1.767563,118.805937,yes,yes,2.19331,3.0,Sometimes,no,2.192063,no,0.886817,0.0,Sometimes,Automobile,Obesity_Type_II 1040,Female,16.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1041,Female,23.0,1.653431,93.890682,yes,yes,2.0,3.0,Sometimes,no,1.947935,no,0.288032,1.36595,no,Public_Transportation,Obesity_Type_I 1042,Female,21.0,1.65,66.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1043,Female,21.0,1.59,44.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 1044,Male,19.0,1.83,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1045,Male,23.0,1.702002,80.790813,yes,yes,2.0,2.994198,Sometimes,no,2.0,no,0.702839,0.828549,no,Public_Transportation,Overweight_Level_II 1046,Male,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1047,Male,16.0,1.8,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1048,Female,18.0,1.721854,52.514302,no,yes,2.178889,3.0,Frequently,no,1.0,no,0.023574,1.34403,Sometimes,Public_Transportation,Insufficient_Weight 1049,Male,27.558801,1.765874,120.60094,yes,yes,2.971574,3.0,Sometimes,no,2.715856,no,0.889963,0.213437,Sometimes,Automobile,Obesity_Type_II 1050,Male,21.0,1.75,80.0,yes,yes,2.0,3.0,no,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1051,Female,21.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1052,Female,26.0,1.654875,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 1053,Female,26.0,1.627532,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.824559,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 1054,Male,25.047945,1.790151,115.21734,yes,yes,3.0,3.0,Sometimes,no,2.115967,no,1.110215,0.196952,Sometimes,Public_Transportation,Obesity_Type_II 1055,Male,23.0,1.83,89.8,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1056,Female,19.220108,1.530875,42.0,no,yes,3.0,1.0,Frequently,no,1.040342,no,0.00705,0.907868,Sometimes,Public_Transportation,Insufficient_Weight 1057,Female,23.0,1.66,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1058,Male,40.821515,1.748015,109.959714,yes,yes,2.310751,2.938902,Sometimes,no,1.006643,no,1.156024,0.0,no,Automobile,Obesity_Type_II 1059,Male,29.695603,1.913252,129.19449,yes,yes,3.0,3.0,Sometimes,no,1.981782,no,0.987591,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1060,Female,20.820455,1.544937,41.324558,no,yes,2.927409,1.0,Frequently,no,1.0,no,0.0,1.301385,Sometimes,Automobile,Insufficient_Weight 1061,Male,29.0,1.75,109.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_II 1062,Male,26.680376,1.80733,118.332966,yes,yes,2.598207,3.0,Sometimes,no,2.336349,no,0.897562,0.47787,Sometimes,Automobile,Obesity_Type_II 1063,Female,19.0,1.75,78.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1064,Female,23.0,1.65,88.142432,yes,yes,2.0,1.271624,Sometimes,no,3.0,no,1.0,1.905826,Sometimes,Public_Transportation,Obesity_Type_I 1065,Male,23.0,1.72,72.0,yes,yes,2.0,3.0,Always,no,2.0,yes,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 1066,Female,25.0,1.63,67.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Walking,Normal_Weight 1067,Female,21.0,1.56,51.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 1068,Female,25.968792,1.65782,104.986784,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.129163,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1069,Male,18.0,1.6,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1070,Female,21.721507,1.746416,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.501647,0.881848,Sometimes,Public_Transportation,Obesity_Type_III 1071,Female,21.0,1.5,55.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 1072,Male,26.0,1.65,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1073,Female,34.0,1.56,45.0,no,no,2.0,3.0,Always,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 1074,Female,26.0,1.639524,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 1075,Female,40.951591,1.627908,79.697278,yes,yes,2.0,2.902639,Sometimes,no,1.0,no,0.0,0.105895,Sometimes,Automobile,Obesity_Type_I 1076,Male,24.063582,1.859927,121.244969,yes,yes,2.492758,2.711238,Sometimes,no,2.056053,no,1.055854,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1077,Female,25.976209,1.622703,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.162083,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 1078,Male,24.0,1.74,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Insufficient_Weight 1079,Male,24.0,1.7,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 1080,Female,26.0,1.624576,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.33929,Sometimes,Public_Transportation,Obesity_Type_III 1081,Male,24.408805,1.801368,118.740035,yes,yes,2.0,2.77684,Sometimes,no,2.081719,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1082,Female,19.0,1.62,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1083,Male,32.241587,1.746652,122.813033,yes,yes,2.650629,2.725012,Sometimes,no,1.855054,no,0.756277,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1084,Female,18.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1085,Male,31.200516,1.777251,119.201465,yes,yes,2.942154,3.0,Sometimes,no,2.503198,no,1.076729,0.868788,Sometimes,Automobile,Obesity_Type_II 1086,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 1087,Female,26.0,1.633887,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 1088,Male,32.516469,1.611356,103.743534,yes,yes,2.654076,1.0,Sometimes,no,1.0,no,0.982134,0.912345,no,Public_Transportation,Obesity_Type_II 1089,Female,18.549437,1.579893,41.96525,no,yes,2.0,3.0,Sometimes,no,1.96525,no,0.0,1.612432,Sometimes,Public_Transportation,Insufficient_Weight 1090,Male,25.0,1.7,84.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Bike,Overweight_Level_II 1091,Male,23.0,1.79,60.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 1092,Male,18.0,1.78,108.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 1093,Male,21.20563,1.698829,98.447311,yes,yes,2.0,2.976211,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 1094,Female,18.306615,1.716497,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.536555,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 1095,Female,34.0,1.48,60.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 1096,Male,21.413642,1.719913,50.0,yes,yes,2.886157,3.647154,Frequently,no,1.326165,no,0.993058,0.08922,no,Public_Transportation,Insufficient_Weight 1097,Female,23.0,1.66,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1098,Male,30.0,1.74,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 1099,Female,23.426036,1.746516,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,1.541072,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 1100,Female,18.0,1.56,45.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1101,Female,18.0,1.69135,80.997166,yes,yes,2.0,1.0,Sometimes,no,2.530035,no,0.121585,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1102,Male,21.0,1.85,125.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1103,Female,39.129291,1.709731,81.718232,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.331527,no,Automobile,Obesity_Type_I 1104,Male,24.0,1.75,112.0,yes,no,1.0,3.0,Sometimes,yes,2.0,yes,1.0,2.0,no,Public_Transportation,Obesity_Type_II 1105,Male,27.968765,1.910672,129.935666,yes,yes,2.333503,3.0,Sometimes,no,2.929123,no,1.68249,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1106,Male,18.0,1.818641,52.09432,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1107,Male,19.872667,1.757961,82.207978,yes,yes,1.303878,2.996444,Sometimes,no,2.0,no,1.916751,0.971832,Sometimes,Public_Transportation,Overweight_Level_I 1108,Male,26.899886,1.824414,119.676612,yes,yes,2.347942,3.0,Sometimes,no,2.730663,no,0.689371,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1109,Female,18.20634,1.729719,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,1.999897,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 1110,Female,30.0,1.55,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1111,Female,24.063874,1.632896,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.382189,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 1112,Female,23.0,1.56,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1113,Female,26.0,1.654784,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 1114,Female,18.0,1.7,80.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1115,Male,23.0,1.67,89.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 1116,Male,18.0,1.8,75.0,no,yes,3.0,4.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1117,Female,17.0,1.65,56.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 1118,Female,23.0,1.62,51.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1119,Female,18.0,1.78,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1120,Male,20.204055,1.739354,54.927529,yes,yes,2.0,3.0,Frequently,no,2.847264,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1121,Female,18.0,1.56,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1122,Female,22.836315,1.699818,82.0,yes,yes,1.754401,1.0,Sometimes,no,2.0,no,0.0,0.301909,no,Public_Transportation,Obesity_Type_I 1123,Female,19.773303,1.603435,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.258504,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1124,Male,26.0,1.62,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 1125,Female,19.0,1.52,42.3,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1126,Female,24.449655,1.61739,112.555456,yes,yes,3.0,3.0,Sometimes,no,2.623344,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 1127,Male,25.486521,1.77558,112.277567,yes,yes,1.99124,3.0,Sometimes,no,2.116399,no,0.0,0.077818,Sometimes,Public_Transportation,Obesity_Type_II 1128,Female,26.0,1.622703,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 1129,Female,23.0,1.6,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1130,Male,22.717943,1.86741,121.684311,yes,yes,3.0,2.791366,Sometimes,no,2.653531,no,0.885633,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1131,Male,18.0,1.75633,54.93242,yes,yes,3.0,3.156309,Sometimes,no,2.0,no,1.940182,0.993786,Sometimes,Public_Transportation,Insufficient_Weight 1132,Female,18.871794,1.55,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.129902,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1133,Female,21.051982,1.748524,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.427037,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 1134,Male,18.0,1.82093,108.742005,yes,yes,2.0,3.0,Sometimes,no,2.497065,no,0.0,1.74992,no,Public_Transportation,Obesity_Type_I 1135,Female,21.768153,1.710182,51.132809,yes,yes,3.0,3.0,Sometimes,no,1.80996,no,0.93732,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1136,Female,18.112503,1.807576,155.242672,yes,yes,3.0,3.0,Sometimes,no,2.154949,no,0.112383,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 1137,Female,26.0,1.641601,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.195339,Sometimes,Public_Transportation,Obesity_Type_III 1138,Male,25.929746,1.789992,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.738485,no,1.230219,0.077818,Sometimes,Public_Transportation,Obesity_Type_I 1139,Female,17.0,1.7,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1140,Male,18.0,1.772902,52.331172,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.115974,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1141,Male,18.0,1.710182,50.0,no,yes,2.0,3.0,Sometimes,no,1.068493,no,0.497373,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1142,Female,26.0,1.62495,110.930509,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 1143,Female,25.994949,1.629491,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.045246,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 1144,Female,21.333429,1.64037,68.85097,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.264831,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1145,Male,21.0,1.72,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1146,Male,18.0,1.74,94.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 1147,Female,25.765628,1.669039,104.854928,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.167943,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 1148,Male,35.456326,1.751029,85.301029,yes,yes,2.0,2.977909,Sometimes,no,1.0,no,0.0,0.954216,Sometimes,Automobile,Overweight_Level_II 1149,Male,19.241058,1.755507,54.835576,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1150,Female,18.260079,1.685482,126.418413,yes,yes,3.0,3.0,Sometimes,no,1.295436,no,0.36009,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 1151,Male,28.363149,1.838441,103.180918,yes,yes,2.0,3.0,Sometimes,no,2.091934,no,1.472172,0.0,Frequently,Public_Transportation,Overweight_Level_II 1152,Male,22.0,1.84,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1153,Male,29.506287,1.829506,108.019211,yes,yes,2.0,1.114564,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 1154,Male,30.577343,1.66671,102.686239,yes,yes,2.979383,3.0,Sometimes,no,1.0,no,1.917014,0.0,no,Public_Transportation,Obesity_Type_II 1155,Female,22.0,1.64,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1156,Male,39.12631,1.768231,99.540122,yes,yes,2.0,2.301129,Sometimes,no,2.838893,no,1.0,0.0,no,Automobile,Obesity_Type_I 1157,Male,17.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1158,Male,23.0,1.78,75.0,no,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1159,Male,27.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Walking,Overweight_Level_II 1160,Male,21.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1161,Female,21.72127,1.654067,77.272652,yes,yes,2.061461,2.812283,Sometimes,no,1.85916,no,0.362441,0.78519,no,Public_Transportation,Overweight_Level_II 1162,Female,21.198217,1.7,78.88036,yes,yes,2.274846,3.0,Sometimes,no,2.0,no,0.264831,1.0,Frequently,Public_Transportation,Overweight_Level_II 1163,Female,37.638102,1.544937,77.00103,yes,yes,2.0,2.95833,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1164,Male,21.051982,1.717262,75.920519,yes,yes,2.0,3.0,Sometimes,no,2.292073,no,0.23553,1.333559,Sometimes,Public_Transportation,Overweight_Level_I 1165,Female,18.0,1.65,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1166,Female,21.633056,1.737313,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.683497,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 1167,Male,23.0,1.75,120.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 1168,Male,22.0,1.7,70.0,yes,no,2.0,3.0,no,no,2.0,no,0.0,0.0,no,Bike,Normal_Weight 1169,Female,18.0,1.7,50.0,no,yes,1.003566,3.0,Frequently,no,1.0,no,0.783676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1170,Male,29.633715,1.803132,112.10074,yes,yes,1.528331,2.050121,Sometimes,no,2.017712,no,1.016042,0.0,Sometimes,Automobile,Obesity_Type_II 1171,Female,24.497373,1.742901,132.8071,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.046463,0.586163,Sometimes,Public_Transportation,Obesity_Type_III 1172,Male,29.934465,1.787379,112.348722,yes,yes,1.397468,3.0,Sometimes,no,2.835622,no,0.0,0.340196,Sometimes,Automobile,Obesity_Type_II 1173,Female,19.816949,1.641918,49.650897,no,yes,2.824559,3.392811,Sometimes,no,1.54249,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1174,Female,26.0,1.638075,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 1175,Female,21.18354,1.62,80.553067,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1176,Female,22.0,1.57,58.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1177,Female,17.764764,1.713564,50.0,no,yes,1.006436,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 1178,Female,26.0,1.62439,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 1179,Female,21.412434,1.748524,133.365094,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.465931,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 1180,Male,21.0,1.8,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 1181,Female,21.028989,1.752531,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.480919,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 1182,Male,30.62865,1.819535,118.363376,yes,yes,2.310751,3.0,Sometimes,no,2.170225,no,1.082236,1.090995,Sometimes,Automobile,Obesity_Type_II 1183,Female,18.0,1.7,60.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,0.0,1.0,no,Automobile,Insufficient_Weight 1184,Male,29.0,1.72,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 1185,Female,25.96773,1.610209,104.97003,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,0.006265,0.566353,Sometimes,Public_Transportation,Obesity_Type_III 1186,Male,30.577944,1.758382,112.10074,yes,yes,1.758394,3.0,Sometimes,no,2.299878,no,0.15136,0.921991,Sometimes,Public_Transportation,Obesity_Type_II 1187,Female,33.749594,1.65,77.272652,yes,yes,2.869778,1.894384,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 1188,Female,26.0,1.640125,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 1189,Male,21.0,1.7,75.0,no,no,3.0,3.0,no,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1190,Female,18.423482,1.746516,133.676663,yes,yes,3.0,3.0,Sometimes,no,1.768111,no,1.859667,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1191,Male,24.149036,1.817231,120.872294,yes,yes,2.225149,3.0,Sometimes,no,2.357969,no,0.427905,0.639894,Sometimes,Public_Transportation,Obesity_Type_II 1192,Male,18.0,1.787521,108.316462,yes,yes,2.0,1.835543,Sometimes,no,2.738485,no,1.0,0.434198,Sometimes,Public_Transportation,Obesity_Type_I 1193,Female,26.0,1.622418,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 1194,Female,20.796266,1.668537,114.480696,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,0.390937,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 1195,Male,22.976188,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.80931,Sometimes,Public_Transportation,Overweight_Level_II 1196,Male,28.832105,1.787379,112.173731,yes,yes,1.116068,3.0,Sometimes,no,2.024035,no,1.0,0.0026,Sometimes,Automobile,Obesity_Type_II 1197,Male,18.128206,1.686936,80.0,yes,yes,1.524428,1.0,Sometimes,no,2.0,no,2.013377,1.0,no,Public_Transportation,Overweight_Level_II 1198,Female,21.0,1.57,55.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1199,Female,20.924808,1.748584,133.554686,yes,yes,3.0,3.0,Sometimes,no,1.709556,no,1.68291,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1200,Male,23.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Walking,Overweight_Level_I 1201,Male,18.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 1202,Female,23.0,1.59,45.0,no,no,3.0,3.0,Frequently,no,2.0,yes,1.0,1.0,no,Public_Transportation,Insufficient_Weight 1203,Male,23.975685,1.80179,119.087557,yes,yes,2.821727,3.0,Sometimes,no,2.0,no,1.217993,0.173232,Sometimes,Public_Transportation,Obesity_Type_II 1204,Female,26.0,1.64602,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 1205,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 1206,Male,26.490926,1.824901,120.399758,yes,yes,2.341999,3.0,Sometimes,no,2.565828,no,1.917383,0.686491,Sometimes,Public_Transportation,Obesity_Type_II 1207,Female,25.498965,1.681314,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.153286,no,0.264831,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 1208,Male,19.0,1.7,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 1209,Female,21.028989,1.741192,131.573587,yes,yes,3.0,3.0,Sometimes,no,1.517215,no,1.4164,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 1210,Female,23.0,1.6,48.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1211,Male,22.766227,1.86741,121.684311,yes,yes,2.724121,2.95833,Sometimes,no,1.984323,no,1.170823,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1212,Female,21.210732,1.739991,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.248034,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 1213,Female,26.0,1.640741,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 1214,Female,21.391371,1.729719,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.700889,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 1215,Female,32.383858,1.548178,65.267427,yes,yes,2.0,1.0,Sometimes,no,1.675733,no,0.0,0.707246,Sometimes,Public_Transportation,Overweight_Level_II 1216,Female,34.772902,1.676095,77.97917,yes,yes,2.290095,2.449067,Sometimes,no,1.873004,no,0.674348,0.707246,Sometimes,Automobile,Overweight_Level_II 1217,Male,21.633056,1.703584,80.0,yes,yes,2.0,2.799979,Sometimes,no,2.0,no,0.902776,1.403037,Sometimes,Public_Transportation,Overweight_Level_II 1218,Female,21.6548,1.733383,75.480764,yes,yes,2.0,3.590039,Sometimes,no,1.628816,no,0.651412,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1219,Male,30.0,1.78,69.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 1220,Male,27.266287,1.779136,120.151967,yes,yes,2.766612,3.0,Sometimes,no,2.094901,no,1.510398,0.0,Sometimes,Automobile,Obesity_Type_II 1221,Male,30.610436,1.814696,120.344402,yes,yes,2.95841,2.933409,Sometimes,no,2.816015,no,1.92628,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 1222,Female,43.510672,1.647768,81.919454,yes,yes,2.845961,1.92822,Sometimes,no,1.520215,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 1223,Female,21.0,1.64,74.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 1224,Male,23.0,1.84,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,no,Walking,Obesity_Type_I 1225,Male,19.47554,1.75,79.66832,yes,yes,2.0,1.0,Sometimes,no,1.792022,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1226,Male,18.0,1.754497,55.700497,yes,yes,2.0,3.196043,Sometimes,no,2.0,no,0.891205,1.679442,Sometimes,Public_Transportation,Insufficient_Weight 1227,Female,22.649792,1.68395,82.528575,yes,yes,2.772027,2.956422,Sometimes,no,2.526193,no,2.052896,0.896185,no,Public_Transportation,Obesity_Type_I 1228,Female,25.908431,1.607128,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.162083,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1229,Male,21.0,1.8,97.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 1230,Female,23.501249,1.598612,44.641796,no,yes,2.927409,1.0,Frequently,no,1.039313,no,0.00705,0.975504,no,Public_Transportation,Insufficient_Weight 1231,Female,26.0,1.692913,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.623344,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 1232,Female,25.0,1.72,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1233,Male,31.0,1.75,73.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Automobile,Normal_Weight 1234,Male,26.957645,1.829757,120.980508,yes,yes,2.19331,3.0,Sometimes,no,2.0,no,0.8554,0.156187,Sometimes,Public_Transportation,Obesity_Type_II 1235,Male,22.906886,1.849003,121.657979,yes,yes,2.784471,2.39007,Sometimes,no,1.796257,no,0.926201,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1236,Male,17.402028,1.694969,52.058335,yes,yes,1.889883,3.623364,Sometimes,no,2.0,no,0.303722,1.679442,Sometimes,Public_Transportation,Insufficient_Weight 1237,Female,26.0,1.62439,111.169678,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.029728,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 1238,Male,19.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 1239,Female,22.0,1.5,42.0,no,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 1240,Male,19.0,1.83,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 1241,Male,34.0,1.8,96.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 1242,Male,20.801791,1.710948,103.017623,yes,yes,2.09283,1.114564,Sometimes,no,2.318736,no,1.645532,0.819475,no,Public_Transportation,Obesity_Type_I 1243,Female,26.0,1.609321,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 1244,Male,27.931432,1.772449,119.484614,yes,yes,2.938616,3.0,Sometimes,no,2.835771,no,0.547515,0.366126,Sometimes,Automobile,Obesity_Type_II 1245,Female,19.0,1.69,60.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1246,Male,22.927011,1.746516,96.940255,yes,yes,2.0,2.915921,Sometimes,no,2.868167,no,0.0,1.443212,Sometimes,Public_Transportation,Obesity_Type_I 1247,Female,23.0,1.632498,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 1248,Male,18.0,1.7,55.3,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1249,Female,21.3928,1.767186,120.202596,yes,yes,3.0,3.0,Sometimes,no,2.31083,no,1.582675,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 1250,Male,35.0,1.83,85.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 1251,Male,18.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1252,Male,22.976188,1.84995,121.236915,yes,yes,2.736647,2.491315,Sometimes,no,1.555534,no,0.0,0.276319,Sometimes,Public_Transportation,Obesity_Type_II 1253,Male,18.0,1.62788,90.032671,yes,yes,2.956671,3.0,Sometimes,no,1.873591,no,0.973864,0.900067,Sometimes,Public_Transportation,Obesity_Type_I 1254,Female,25.986185,1.644141,102.813033,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.069802,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 1255,Female,17.997009,1.74402,51.149283,no,yes,2.0,3.0,Sometimes,no,1.871033,no,0.684739,1.0,no,Public_Transportation,Insufficient_Weight 1256,Male,25.139466,1.828391,118.299585,yes,yes,2.225149,3.0,Sometimes,no,2.040952,no,1.999773,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 1257,Male,20.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,0.906247,Sometimes,Public_Transportation,Overweight_Level_I 1258,Male,27.0,1.83,72.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 1259,Female,21.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 1260,Female,26.0,1.643017,111.169678,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 1261,Female,25.498965,1.675185,117.631707,yes,yes,3.0,3.0,Sometimes,no,1.162153,no,1.076248,0.652289,Sometimes,Public_Transportation,Obesity_Type_III 1262,Female,24.0,1.61,64.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1263,Male,18.0,1.82,72.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1264,Female,25.920738,1.621167,104.986792,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.011161,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 1265,Male,26.032416,1.764138,112.323213,yes,yes,1.924632,3.0,Sometimes,no,2.006595,no,0.1768,0.511694,Sometimes,Automobile,Obesity_Type_II 1266,Female,18.301773,1.713564,50.0,no,yes,1.005578,4.0,Frequently,no,1.0,no,0.630944,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1267,Female,19.0,1.520862,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.926592,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1268,Male,18.0,1.8,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1269,Male,23.0,1.66,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1270,Male,23.887569,1.75,119.373019,yes,yes,1.455602,3.0,Sometimes,no,2.0,no,0.788585,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 1271,Male,30.717727,1.975663,125.117633,yes,yes,2.9553,3.0,Sometimes,yes,1.0,no,0.922014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1272,Male,21.0,1.66,68.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1273,Female,18.0,1.661712,85.196279,yes,yes,2.938031,3.0,Sometimes,no,2.802498,no,1.0,0.105895,Sometimes,Public_Transportation,Obesity_Type_I 1274,Male,19.0,1.88,72.0,no,yes,2.0,4.0,Frequently,no,1.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 1275,Male,22.832105,1.86516,121.835883,yes,yes,3.0,2.608055,Sometimes,no,1.726109,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1276,Male,21.0,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,yes,1.333707,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1277,Female,26.0,1.633887,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 1278,Female,16.270434,1.747714,85.833029,yes,yes,2.342323,3.0,Sometimes,no,1.817983,no,0.945093,0.548539,Sometimes,Public_Transportation,Obesity_Type_I 1279,Female,26.0,1.641849,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 1280,Male,20.0,1.67,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1281,Female,26.0,1.656504,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 1282,Male,37.955371,1.750085,118.277657,yes,yes,2.744994,3.0,Sometimes,no,2.024035,no,0.0,1.679442,Sometimes,Automobile,Obesity_Type_II 1283,Male,22.906342,1.789193,98.790167,yes,yes,2.0,2.129909,Sometimes,no,2.668261,no,1.982379,0.686529,no,Public_Transportation,Obesity_Type_I 1284,Female,18.0,1.56,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1285,Female,18.0,1.63,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1286,Male,31.561794,1.761773,88.138777,yes,yes,2.0,3.0,Sometimes,no,1.179942,no,0.0,0.554072,Sometimes,Automobile,Overweight_Level_I 1287,Female,37.0,1.54,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 1288,Male,17.0,1.83,113.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Obesity_Type_I 1289,Female,20.871667,1.748584,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.858171,no,1.444382,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 1290,Female,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 1291,Female,18.0,1.743841,50.0,yes,yes,1.524428,3.0,Sometimes,no,1.0,no,0.887923,1.560402,Sometimes,Public_Transportation,Overweight_Level_I 1292,Female,21.0,1.5,56.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1293,Male,20.586978,1.942725,104.988925,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 1294,Female,38.0,1.55,80.0,no,no,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 1295,Male,21.077356,1.702002,99.599697,yes,yes,2.0,1.672706,Sometimes,no,2.0,no,0.0,1.094046,no,Public_Transportation,Obesity_Type_I 1296,Male,21.0,1.7,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1297,Female,21.016623,1.729045,131.572711,yes,yes,3.0,3.0,Sometimes,no,1.755497,no,1.68249,0.926581,Sometimes,Public_Transportation,Obesity_Type_III 1298,Male,30.958051,1.75,120.098812,yes,yes,2.156065,3.0,Sometimes,no,2.530035,no,1.04268,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1299,Female,26.0,1.650125,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 1300,Male,23.0,1.75,120.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 1301,Male,17.0,1.79,57.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1302,Female,25.920738,1.628855,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,0.786828,0.85882,Sometimes,Public_Transportation,Obesity_Type_III 1303,Male,20.242237,1.81006,93.086419,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1304,Male,22.0,1.77,75.0,no,yes,3.0,3.0,Always,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 1305,Female,20.520992,1.632896,124.704781,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,0.095389,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 1306,Female,21.0,1.751029,50.0,no,yes,2.913486,3.558637,Frequently,no,1.0,no,1.903182,0.0,no,Public_Transportation,Insufficient_Weight 1307,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1308,Female,18.335019,1.787614,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,1.980738,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 1309,Female,39.0,1.6,76.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1310,Male,26.0,1.7,70.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1311,Female,37.356288,1.622241,80.0,yes,yes,2.0,3.0,Sometimes,no,2.777557,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1312,Female,26.0,1.623514,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 1313,Male,18.0,1.76,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1314,Male,18.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1315,Male,24.693108,1.773656,117.849351,yes,yes,2.18354,3.0,Sometimes,no,2.0,no,1.320065,0.325445,Sometimes,Public_Transportation,Obesity_Type_II 1316,Male,20.338815,1.78,105.257543,yes,yes,2.0,3.0,Sometimes,no,2.503244,no,2.698874,1.418623,no,Public_Transportation,Obesity_Type_I 1317,Male,23.69484,1.755142,119.081804,yes,yes,1.264234,3.0,Sometimes,no,2.0,no,1.718543,0.933964,Sometimes,Public_Transportation,Obesity_Type_II 1318,Female,18.0,1.54,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1319,Male,25.036269,1.828391,121.248035,yes,yes,2.315932,3.0,Sometimes,no,2.628816,no,1.123931,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1320,Male,21.180346,1.712556,75.480764,yes,yes,2.033745,3.471536,Sometimes,no,1.831187,no,0.793489,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1321,Male,23.426036,1.755938,117.29188,yes,yes,2.996717,3.0,Sometimes,no,2.569713,no,0.868721,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 1322,Female,25.95774,1.624134,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.154698,no,0.035928,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 1323,Female,21.0,1.6,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1324,Female,25.96701,1.643167,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 1325,Female,26.0,1.627532,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.0,0.732265,Sometimes,Public_Transportation,Obesity_Type_III 1326,Male,25.426457,1.763029,115.428276,yes,yes,2.041376,3.0,Sometimes,no,2.151496,no,1.083572,1.058007,Sometimes,Public_Transportation,Obesity_Type_II 1327,Female,20.700876,1.726606,131.76807,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.46361,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 1328,Male,22.0,1.75,82.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 1329,Female,22.0,1.6,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 1330,Female,18.676828,1.551288,80.535698,yes,no,2.0,2.976098,Sometimes,no,2.0,no,0.378683,1.0,no,Public_Transportation,Overweight_Level_II 1331,Male,40.0,1.7,98.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 1332,Male,27.266287,1.849601,120.699119,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.999836,0.967919,Sometimes,Automobile,Obesity_Type_II 1333,Male,18.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Insufficient_Weight 1334,Female,21.0,1.65,58.0,no,yes,2.0,1.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1335,Male,20.914366,1.781139,105.966894,yes,yes,2.913486,3.0,Sometimes,no,2.041462,no,1.983265,0.648522,Sometimes,Public_Transportation,Obesity_Type_I 1336,Male,30.02019,1.751691,112.010504,yes,yes,1.626369,3.0,Sometimes,no,2.041536,no,0.935217,0.0,Sometimes,Automobile,Obesity_Type_II 1337,Male,18.0,1.7,56.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 1338,Female,21.238416,1.759091,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.951591,no,1.445148,0.440087,Sometimes,Public_Transportation,Obesity_Type_III 1339,Male,18.0,1.764138,50.0,no,yes,1.99953,3.0,Sometimes,no,1.751723,no,0.485322,1.915818,Sometimes,Public_Transportation,Insufficient_Weight 1340,Female,26.0,1.641601,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 1341,Female,27.83173,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.745959,no,0.324676,0.51743,no,Automobile,Overweight_Level_II 1342,Male,21.0,1.62,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 1343,Male,22.675679,1.767121,116.164351,yes,yes,1.99953,3.0,Sometimes,no,2.0,no,1.072318,0.81998,Sometimes,Public_Transportation,Obesity_Type_II 1344,Female,26.0,1.68395,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 1345,Male,34.176795,1.76714,120.60094,yes,yes,2.819934,2.832018,Sometimes,no,2.144838,no,0.8554,0.0,Sometimes,Automobile,Obesity_Type_II 1346,Male,21.0,1.69,53.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1347,Male,22.771612,1.704877,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.944675,Sometimes,Public_Transportation,Overweight_Level_II 1348,Female,26.0,1.633195,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 1349,Male,18.0,1.7,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 1350,Female,39.129291,1.552648,77.550345,yes,yes,2.0,3.0,Sometimes,no,1.968011,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1351,Male,26.050109,1.773259,114.097656,yes,yes,2.175276,3.0,Sometimes,no,2.154326,no,1.079934,0.071028,Sometimes,Public_Transportation,Obesity_Type_II 1352,Male,21.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1353,Female,16.834813,1.568188,69.242354,yes,no,2.4277,3.0,Sometimes,no,2.0,no,1.926381,0.283804,no,Public_Transportation,Overweight_Level_II 1354,Female,19.364339,1.520862,42.0,no,yes,2.979383,1.0,Frequently,no,1.336526,no,1.926381,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1355,Male,20.0,1.82,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 1356,Female,21.962426,1.748584,133.937873,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,1.609938,0.870795,Sometimes,Public_Transportation,Obesity_Type_III 1357,Female,26.0,1.602025,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.0,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 1358,Male,17.0,1.79,87.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 1359,Female,25.722004,1.642392,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.517225,no,0.067329,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 1360,Male,22.908879,1.87407,121.277832,yes,yes,2.630137,2.806298,Sometimes,no,1.970508,no,1.144076,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1361,Male,21.0,1.76,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 1362,Female,18.0,1.56,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1363,Male,18.826782,1.721476,79.828725,yes,no,2.0,2.844138,Sometimes,no,2.0,no,1.271667,0.0,no,Public_Transportation,Overweight_Level_II 1364,Female,18.0,1.61,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 1365,Male,31.335093,1.776989,120.644178,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,0.501925,0.926565,Sometimes,Automobile,Obesity_Type_II 1366,Female,18.0,1.7,51.0,no,yes,2.0,1.240046,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1367,Female,19.0,1.56,56.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1368,Female,24.0,1.63,84.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1369,Female,18.0,1.720379,50.248677,yes,yes,1.871213,3.0,Sometimes,no,1.283738,no,0.684879,1.487223,Sometimes,Public_Transportation,Insufficient_Weight 1370,Male,37.642177,1.751278,118.560509,yes,yes,2.96405,3.0,Sometimes,no,1.859089,no,0.691369,0.0,Sometimes,Automobile,Obesity_Type_II 1371,Male,30.605225,1.752456,119.081804,yes,yes,2.499626,3.0,Sometimes,no,1.78471,no,0.647632,0.173232,Sometimes,Automobile,Obesity_Type_II 1372,Male,22.087389,1.66877,98.790167,yes,yes,2.0,2.970675,Sometimes,no,2.0,no,1.554817,0.0,no,Automobile,Obesity_Type_I 1373,Male,22.719385,1.856315,121.248035,yes,yes,3.0,2.695396,Sometimes,no,1.846754,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1374,Female,24.196367,1.763259,112.000381,yes,yes,3.0,3.0,Sometimes,no,2.250711,no,0.0,0.474538,Sometimes,Public_Transportation,Obesity_Type_III 1375,Female,21.701643,1.738965,130.871127,yes,yes,3.0,3.0,Sometimes,no,1.307563,no,1.689525,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 1376,Female,34.139453,1.681855,73.501233,yes,yes,2.272453,1.0,Sometimes,no,1.622827,no,0.523847,0.0,Sometimes,Automobile,Overweight_Level_I 1377,Female,38.542937,1.554728,77.26813,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1378,Male,18.0,1.7,83.0,yes,no,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1379,Male,19.090023,1.703098,81.022119,yes,yes,2.0,2.977999,Sometimes,no,1.549931,no,1.0,0.60473,Sometimes,Public_Transportation,Overweight_Level_II 1380,Female,18.907514,1.748106,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.452467,0.862408,Sometimes,Public_Transportation,Obesity_Type_III 1381,Female,25.955361,1.629442,104.754958,yes,yes,3.0,3.0,Sometimes,no,2.654078,no,0.144627,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 1382,Female,22.882558,1.655646,82.0,yes,yes,1.005578,1.0,Sometimes,no,1.0,no,0.0,0.739609,Sometimes,Public_Transportation,Obesity_Type_I 1383,Female,21.0,1.54,49.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 1384,Male,22.0,1.85,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1385,Female,19.639431,1.739354,49.597765,no,yes,2.92711,3.0,Sometimes,no,1.990788,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1386,Male,31.0,1.74,73.0,yes,no,3.0,3.0,Always,no,1.0,no,1.0,1.0,no,Automobile,Normal_Weight 1387,Female,23.0,1.604893,82.0,yes,yes,1.123939,1.0,Sometimes,no,2.777712,no,0.651412,2.0,no,Public_Transportation,Obesity_Type_I 1388,Female,25.523127,1.681394,104.854928,yes,yes,3.0,3.0,Sometimes,no,1.732072,no,0.234303,0.931721,Sometimes,Public_Transportation,Obesity_Type_III 1389,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 1390,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1391,Female,26.0,1.643167,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.162279,Sometimes,Public_Transportation,Obesity_Type_III 1392,Female,19.0,1.520862,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.466169,Sometimes,Public_Transportation,Insufficient_Weight 1393,Male,19.010211,1.835643,106.329569,yes,yes,2.0,3.0,Sometimes,no,1.491169,no,1.0,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 1394,Male,23.0,1.78,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 1395,Female,21.0,1.65,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1396,Male,29.463168,1.792378,89.098862,yes,yes,1.005578,1.001542,Sometimes,no,2.0,no,1.734424,0.0,Sometimes,Automobile,Obesity_Type_I 1397,Male,21.0,1.8,72.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1398,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1399,Male,23.411141,1.909105,121.094257,yes,yes,2.002796,2.954446,Sometimes,no,2.006595,no,1.587406,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1400,Male,21.0,1.72,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1401,Female,43.726081,1.55,81.827288,yes,yes,2.0,3.0,Sometimes,no,2.806922,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1402,Female,26.0,1.62439,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.685842,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 1403,Male,23.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 1404,Female,26.0,1.675953,79.66832,yes,yes,2.568063,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 1405,Female,40.106145,1.527133,80.0,yes,yes,2.037585,1.630506,Sometimes,no,1.278578,no,1.0,0.779334,no,Automobile,Obesity_Type_I 1406,Female,26.0,1.629727,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 1407,Male,22.717249,1.713343,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.698874,1.89388,Sometimes,Public_Transportation,Overweight_Level_I 1408,Female,18.0,1.507867,59.8,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 1409,Male,20.0,1.68,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1410,Male,18.0,1.840138,60.0,no,yes,3.0,4.0,Sometimes,no,2.0,yes,2.0,0.0,no,Automobile,Insufficient_Weight 1411,Male,23.801436,1.855779,86.098523,no,yes,2.0,2.693646,Sometimes,no,1.675733,no,1.066101,0.069367,Sometimes,Automobile,Overweight_Level_I 1412,Male,20.0,1.68,68.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1413,Female,20.0,1.57,48.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 1414,Male,21.0,1.67,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 1415,Male,22.977357,1.7,80.0,yes,no,2.0,2.977999,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 1416,Female,33.0,1.66,66.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1417,Male,18.0,1.7,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1418,Male,18.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1419,Male,19.0,1.75,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1420,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1421,Male,24.982997,1.694969,99.982541,yes,yes,2.766612,2.427137,Sometimes,no,2.001208,no,1.089061,0.426465,no,Public_Transportation,Obesity_Type_II 1422,Male,31.347497,1.842812,125.973927,yes,yes,2.19331,3.0,Sometimes,yes,1.290979,no,0.883542,0.636289,Sometimes,Public_Transportation,Obesity_Type_II 1423,Male,18.0,1.714508,96.078462,yes,yes,2.0,2.806566,Sometimes,no,2.474132,no,1.31817,1.926443,no,Public_Transportation,Obesity_Type_I 1424,Female,26.0,1.642572,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 1425,Male,31.793937,1.765137,120.151967,yes,yes,2.962415,3.0,Sometimes,no,1.491169,no,0.654316,0.0,Sometimes,Automobile,Obesity_Type_II 1426,Female,26.0,1.643332,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 1427,Female,21.501721,1.809871,152.394739,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,0.992829,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 1428,Male,22.0,1.6,66.5,no,yes,2.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1429,Female,19.0,1.62,53.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 1430,Male,22.0,1.81,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1431,Female,19.47219,1.763847,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.427037,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 1432,Female,26.0,1.659557,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 1433,Female,20.394082,1.542122,41.96525,no,yes,2.95841,2.834253,Sometimes,no,1.3954,no,0.144627,0.930051,Frequently,Public_Transportation,Insufficient_Weight 1434,Male,31.327609,1.75,120.60094,yes,yes,2.913452,2.475228,Sometimes,no,2.154326,no,0.455216,1.360463,Sometimes,Automobile,Obesity_Type_II 1435,Male,33.0816,1.766946,83.414072,yes,yes,2.0,2.658639,Sometimes,no,1.520215,no,0.833976,0.0,no,Automobile,Overweight_Level_II 1436,Female,25.139466,1.739991,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.660614,no,0.264831,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 1437,Male,24.201622,1.75,116.160329,yes,yes,1.99124,3.0,Sometimes,no,2.724099,no,1.113169,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 1438,Female,22.100177,1.620938,82.323954,yes,yes,2.01695,3.0,Sometimes,no,2.100112,no,0.07115,1.759954,no,Public_Transportation,Obesity_Type_I 1439,Female,21.0,1.61,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 1440,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1441,Male,23.0,1.811189,86.934846,yes,yes,2.967853,3.0,Sometimes,no,2.430918,no,2.0,0.579541,Sometimes,Public_Transportation,Obesity_Type_I 1442,Male,22.976188,1.825718,120.775439,yes,yes,2.630137,2.806298,Sometimes,no,1.968011,no,1.144076,0.276364,Sometimes,Public_Transportation,Obesity_Type_II 1443,Female,20.0,1.62,58.5,no,yes,1.0,3.0,Sometimes,no,1.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 1444,Female,21.0,1.68,62.0,no,no,2.0,3.0,no,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1445,Female,38.464538,1.566501,79.621463,yes,yes,2.910345,3.0,Sometimes,no,1.144467,no,0.0,0.999268,no,Automobile,Overweight_Level_I 1446,Female,21.0,1.66,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Automobile,Normal_Weight 1447,Female,21.232659,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.46782,0.897924,Sometimes,Public_Transportation,Obesity_Type_III 1448,Male,18.424941,1.769269,51.121749,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.743593,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1449,Male,22.336216,1.790172,105.448264,yes,yes,2.0,3.0,Sometimes,no,2.224914,no,0.249264,1.58483,Sometimes,Public_Transportation,Obesity_Type_I 1450,Female,22.654316,1.640745,82.0,yes,yes,1.063449,1.00061,Sometimes,no,1.002292,no,0.0,1.36595,Sometimes,Public_Transportation,Obesity_Type_I 1451,Female,19.434709,1.52337,42.0,no,yes,3.0,3.0,Frequently,no,1.596212,no,0.108948,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1452,Female,18.314593,1.746652,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.845134,no,1.427037,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 1453,Male,21.0,1.69,95.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 1454,Male,17.971574,1.835643,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.82666,0.953841,Sometimes,Public_Transportation,Overweight_Level_II 1455,Female,22.99368,1.7,81.66995,yes,yes,1.203754,1.095223,Sometimes,no,1.0,no,0.045651,1.619596,Sometimes,Public_Transportation,Overweight_Level_II 1456,Male,33.700749,1.691007,83.520113,yes,yes,2.689577,2.834253,Sometimes,no,2.622638,no,0.704236,0.0,Sometimes,Automobile,Overweight_Level_II 1457,Female,26.0,1.624134,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 1458,Female,18.0,1.62,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 1459,Male,30.722801,1.779325,120.751656,yes,yes,2.938616,3.0,Sometimes,no,2.229145,no,0.350717,1.140348,Sometimes,Automobile,Obesity_Type_II 1460,Female,26.0,1.627818,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 1461,Female,21.814653,1.611356,68.392133,yes,yes,1.834155,3.891994,no,no,2.0,no,0.0,1.36595,Sometimes,Public_Transportation,Overweight_Level_I 1462,Male,34.647036,1.752863,118.102897,yes,yes,2.928234,2.992083,Sometimes,no,2.978465,no,0.93732,0.0,Sometimes,Automobile,Obesity_Type_II 1463,Female,23.0,1.63,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 1464,Male,17.0,1.85,58.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Insufficient_Weight 1465,Male,20.0,1.82,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1466,Female,21.008297,1.719913,131.902591,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,1.700889,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 1467,Male,31.627962,1.671705,90.0,yes,yes,2.467548,3.0,Sometimes,no,2.102709,no,1.98448,0.284453,Sometimes,Automobile,Obesity_Type_II 1468,Male,18.0,1.673491,78.048207,yes,no,2.674431,2.99321,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 1469,Male,19.0,1.85,60.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1470,Male,26.358919,1.834637,88.472359,yes,yes,1.570089,1.104642,Sometimes,no,1.880967,no,0.23553,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1471,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1472,Female,26.0,1.641601,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 1473,Female,25.706285,1.665798,64.106108,yes,no,2.735297,1.0,Sometimes,no,1.0,no,0.028202,0.0,no,Public_Transportation,Overweight_Level_II 1474,Female,20.952737,1.726606,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.910378,no,1.469928,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 1475,Female,25.45763,1.624367,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.60669,no,0.045651,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 1476,Female,20.0,1.66,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1477,Male,17.0,1.8,97.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_II 1478,Female,18.378203,1.742062,133.779919,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,1.412357,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 1479,Male,26.844812,1.653751,118.382361,yes,yes,2.18354,3.0,Sometimes,no,2.338373,no,1.072318,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 1480,Male,32.867331,1.755467,120.399758,yes,yes,2.14128,3.0,Sometimes,no,2.299878,no,1.46782,0.078207,Sometimes,Automobile,Obesity_Type_II 1481,Female,19.726522,1.66084,49.932199,no,yes,2.969205,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1482,Female,23.0,1.628855,80.0,yes,yes,2.0,3.0,Sometimes,no,1.859089,no,0.0,1.676944,no,Public_Transportation,Obesity_Type_I 1483,Female,16.270434,1.567756,65.140408,no,yes,2.0,1.411808,Sometimes,no,1.879381,yes,0.692123,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1484,Male,29.981494,1.75,117.651046,yes,yes,2.031185,2.991671,Sometimes,no,2.069257,no,1.628637,0.0,Sometimes,Automobile,Obesity_Type_II 1485,Male,18.0,1.8,56.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1486,Female,18.0,1.6,69.5,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1487,Male,30.899219,1.801224,129.013178,yes,yes,2.09663,3.0,Sometimes,yes,1.798917,no,0.139808,0.0,Sometimes,Automobile,Obesity_Type_II 1488,Female,26.0,1.623514,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 1489,Male,28.39124,1.783901,113.372851,yes,yes,2.57691,3.0,Sometimes,no,2.0,no,2.0,0.393358,Sometimes,Automobile,Obesity_Type_II 1490,Male,25.550506,1.787195,114.144378,yes,yes,1.528331,3.0,Sometimes,no,2.154326,no,1.813318,0.232858,Sometimes,Public_Transportation,Obesity_Type_II 1491,Female,25.919571,1.603404,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.248218,Sometimes,Public_Transportation,Obesity_Type_III 1492,Female,16.0,1.65,45.0,yes,yes,3.0,3.0,Always,no,3.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 1493,Female,19.035557,1.819875,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.425712,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 1494,Female,33.270448,1.64187,77.063925,yes,yes,2.274164,3.0,Sometimes,no,2.680292,no,0.451009,0.845774,no,Automobile,Overweight_Level_II 1495,Male,21.0,1.66,60.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1496,Female,23.0,1.65,58.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1497,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1498,Female,22.39251,1.69135,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.334264,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 1499,Female,38.378056,1.567973,80.0,yes,yes,2.929889,3.0,Sometimes,no,2.121251,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1500,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1501,Male,17.0,1.845399,59.295172,no,yes,2.432302,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 1502,Male,20.0,1.68,67.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 1503,Female,20.0,1.65,60.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1504,Female,23.0,1.67,60.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 1505,Male,23.0,1.74,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Walking,Normal_Weight 1506,Female,26.0,1.632377,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 1507,Male,19.97981,1.84753,58.83071,yes,yes,3.0,4.0,Sometimes,no,2.64548,no,2.0,0.0,no,Automobile,Insufficient_Weight 1508,Male,21.0,1.71,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1509,Male,17.000433,1.771915,59.895052,yes,yes,2.934671,4.0,Sometimes,no,2.0,no,1.45473,0.345887,no,Automobile,Insufficient_Weight 1510,Male,19.0,1.88,84.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1511,Male,30.722801,1.750097,118.363376,yes,yes,2.111887,3.0,Sometimes,no,2.145368,no,0.992829,0.0,Sometimes,Automobile,Obesity_Type_II 1512,Female,37.0,1.63,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Motorbike,Normal_Weight 1513,Female,22.177099,1.600914,82.039,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.292093,2.0,Sometimes,Public_Transportation,Obesity_Type_I 1514,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 1515,Male,23.0,1.7,86.0,no,no,3.0,3.0,Frequently,no,1.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 1516,Male,18.0,1.6,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1517,Male,21.0,1.62,56.0,no,no,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1518,Female,26.0,1.640125,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 1519,Male,26.957645,1.757132,112.287678,yes,yes,2.927218,3.0,Sometimes,no,2.0,no,0.0,1.4312,Sometimes,Public_Transportation,Obesity_Type_II 1520,Male,30.710511,1.835271,123.721352,yes,yes,2.206119,3.0,Sometimes,no,2.846259,no,1.910432,0.424612,Sometimes,Public_Transportation,Obesity_Type_II 1521,Female,18.0,1.61,50.0,no,no,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1522,Female,25.0,1.69,64.0,yes,no,3.0,2.038373,Sometimes,no,1.0,no,0.826609,0.0,no,Public_Transportation,Overweight_Level_II 1523,Female,17.0,1.55,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1524,Female,41.318302,1.544937,77.053948,yes,yes,2.0,3.0,Sometimes,no,1.517225,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1525,Female,25.921678,1.736215,110.0,yes,yes,3.0,3.0,Sometimes,no,1.746197,no,1.46361,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 1526,Male,34.243146,1.769499,84.75383,yes,yes,2.0,2.473911,Sometimes,no,2.0,no,1.983265,0.76906,no,Automobile,Overweight_Level_II 1527,Female,25.920738,1.602025,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.24629,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 1528,Male,18.0,1.79,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1529,Female,35.389491,1.673394,77.550345,yes,yes,2.0,1.915921,Sometimes,no,2.976672,no,1.0,0.0,no,Automobile,Overweight_Level_II 1530,Male,21.0,1.65,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 1531,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Walking,Normal_Weight 1532,Male,25.908431,1.859717,121.864326,yes,yes,2.203962,2.999346,Sometimes,no,1.005664,no,1.48809,1.056911,Sometimes,Public_Transportation,Obesity_Type_II 1533,Male,23.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_I 1534,Female,16.613108,1.57206,45.0,no,yes,2.928234,3.0,Sometimes,no,2.515765,no,2.830911,0.220029,Sometimes,Public_Transportation,Insufficient_Weight 1535,Female,25.0,1.51,63.0,yes,yes,2.0,1.0,Always,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1536,Male,19.773303,1.783901,93.348843,yes,yes,2.0,3.0,Sometimes,no,1.204175,no,1.94984,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1537,Male,25.962949,1.764166,114.133149,yes,yes,1.264234,3.0,Sometimes,no,2.154326,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1538,Female,17.377131,1.60681,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.926592,1.612466,Sometimes,Public_Transportation,Overweight_Level_I 1539,Female,21.0,1.6,48.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1540,Male,27.558801,1.705584,102.950929,yes,yes,2.906269,1.089048,Sometimes,no,1.0,no,1.796779,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1541,Female,21.501721,1.732383,133.03441,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.612741,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 1542,Male,23.884212,1.713825,81.108599,yes,yes,2.0,2.6648,Sometimes,no,1.859089,no,1.810738,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1543,Female,27.0,1.75,79.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 1544,Male,30.610436,1.75015,120.344402,yes,yes,2.497548,3.0,Sometimes,no,2.170225,no,1.04268,0.597626,Sometimes,Automobile,Obesity_Type_II 1545,Male,25.314163,1.780089,115.10813,yes,yes,2.9673,3.0,Sometimes,no,2.145368,no,1.628637,0.688013,Sometimes,Public_Transportation,Obesity_Type_II 1546,Female,21.0,1.51,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1547,Female,26.0,1.632983,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 1548,Female,23.0,1.559567,77.053948,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.877369,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1549,Female,25.659092,1.629491,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 1550,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1551,Male,18.0,1.7,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 1552,Female,20.871153,1.741014,121.737836,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.999836,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 1553,Male,19.0,1.85,60.0,yes,yes,3.0,4.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 1554,Female,26.0,1.5,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1555,Male,21.413498,1.668642,75.0,yes,yes,2.714447,3.0,Sometimes,no,2.0,no,0.970661,0.075823,Sometimes,Public_Transportation,Overweight_Level_I 1556,Male,23.0,1.680218,90.575934,yes,yes,2.744994,3.0,Sometimes,no,1.0,no,0.887923,0.26579,no,Public_Transportation,Obesity_Type_I 1557,Female,55.0,1.65,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 1558,Male,17.764764,1.80733,60.0,yes,yes,2.866383,3.095663,Sometimes,no,2.0,no,0.788659,0.0,no,Automobile,Insufficient_Weight 1559,Female,25.97731,1.611462,104.772164,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 1560,Male,25.943827,1.703317,102.083964,yes,yes,2.156065,1.134321,Sometimes,no,1.002292,no,1.958694,0.451272,no,Public_Transportation,Obesity_Type_II 1561,Female,18.0,1.54,51.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1562,Female,25.550506,1.753327,112.536367,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,0.0,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 1563,Male,26.0,1.75,75.0,yes,no,3.0,3.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1564,Female,38.445148,1.660955,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.02006,0.0,no,Automobile,Obesity_Type_I 1565,Male,23.411141,1.773664,116.669906,yes,yes,1.588114,3.0,Sometimes,no,2.0,no,1.587406,0.690353,Sometimes,Public_Transportation,Obesity_Type_II 1566,Male,21.0,1.69,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1567,Male,21.0,1.8,65.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1568,Male,18.0,1.65,93.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 1569,Female,26.0,1.636592,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 1570,Male,25.062942,1.806227,119.081804,yes,yes,2.274164,3.0,Sometimes,no,2.0,no,1.738267,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1571,Female,20.978166,1.686033,132.8071,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.444382,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 1572,Female,26.0,1.643421,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 1573,Female,38.547267,1.600905,79.58958,yes,yes,2.0,3.0,Sometimes,no,1.292786,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1574,Female,23.035829,1.573987,44.00945,no,no,3.0,3.0,Frequently,no,1.723372,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1575,Female,25.565662,1.629491,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.269902,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 1576,Male,18.0,1.79,56.0,yes,no,3.0,4.0,Always,no,3.0,no,2.0,2.0,no,Walking,Insufficient_Weight 1577,Male,31.255587,1.86516,121.639178,yes,yes,2.81646,3.0,Sometimes,no,2.48707,no,0.74225,0.0,Sometimes,Automobile,Obesity_Type_II 1578,Female,21.814653,1.704167,51.216463,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.520407,0.0,no,Public_Transportation,Insufficient_Weight 1579,Male,21.082384,1.717775,80.993373,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.388269,1.415536,Sometimes,Public_Transportation,Overweight_Level_I 1580,Male,21.0,1.62,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1581,Male,32.0,1.75,120.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 1582,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Automobile,Obesity_Type_I 1583,Male,31.540751,1.841989,125.077863,yes,yes,2.328469,3.0,Sometimes,no,1.299194,no,0.390877,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1584,Female,21.895468,1.668931,105.122109,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.112122,0.0,Sometimes,Public_Transportation,Obesity_Type_III 1585,Male,21.996118,1.621671,70.0,no,yes,2.0,2.902766,no,no,2.0,no,0.0,1.331527,Sometimes,Public_Transportation,Overweight_Level_I 1586,Female,21.052016,1.701584,50.0,no,no,2.57691,3.0,Frequently,no,1.0,no,0.268801,0.105936,no,Public_Transportation,Insufficient_Weight 1587,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 1588,Female,27.757187,1.556789,63.597633,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.098862,1.946173,no,Public_Transportation,Overweight_Level_II 1589,Female,20.089969,1.758959,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.226081,no,0.259427,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 1590,Female,26.0,1.649867,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 1591,Male,24.622054,1.763847,117.368716,yes,yes,1.431346,3.0,Sometimes,no,2.0,no,1.441791,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 1592,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1593,Female,21.0,1.6,57.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 1594,Female,17.080493,1.602082,45.0,no,yes,2.451009,3.0,Frequently,no,1.0,yes,2.405963,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1595,Male,35.0,1.83,85.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Bike,Overweight_Level_I 1596,Male,26.0,1.8,85.0,yes,no,2.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Frequently,Automobile,Overweight_Level_I 1597,Female,21.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1598,Female,18.166318,1.793824,85.228116,yes,yes,2.0,3.0,Sometimes,no,1.725226,no,1.556155,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1599,Female,37.588628,1.571812,80.0,yes,yes,2.0,3.0,Sometimes,no,1.972016,no,0.662831,0.0,Sometimes,Automobile,Obesity_Type_I 1600,Female,18.086772,1.507853,41.669346,no,yes,1.915279,3.0,Sometimes,no,1.774576,no,0.005939,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1601,Male,20.0,1.85,60.0,no,no,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1602,Female,26.0,1.644784,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.612758,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 1603,Male,17.768071,1.811602,97.416417,yes,yes,2.0,2.625942,Sometimes,no,2.0,no,0.87599,0.14451,Sometimes,Public_Transportation,Overweight_Level_II 1604,Female,21.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1605,Male,30.607546,1.814255,118.206565,yes,yes,2.0,3.0,Sometimes,no,2.133767,no,0.886448,1.668318,Sometimes,Automobile,Obesity_Type_I 1606,Female,21.979769,1.573987,80.0,yes,yes,2.0,1.101404,Sometimes,no,2.64548,no,1.271667,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1607,Female,26.0,1.74,78.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_I 1608,Female,26.0,1.62495,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 1609,Female,26.0,1.63302,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 1610,Female,18.0,1.649439,86.0805,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.662277,no,Public_Transportation,Obesity_Type_I 1611,Male,21.0,1.8,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1612,Male,21.0,1.5,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1613,Male,29.681308,1.909105,129.157346,yes,yes,2.195964,3.0,Sometimes,no,1.301657,no,1.856119,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1614,Male,25.136116,1.77274,114.097656,yes,yes,2.225731,3.0,Sometimes,no,2.154326,no,1.246223,0.077818,Sometimes,Public_Transportation,Obesity_Type_II 1615,Male,19.0,1.79,79.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 1616,Female,21.67447,1.673665,121.205171,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.063383,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1617,Female,26.0,1.643332,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,1.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 1618,Female,18.0,1.68,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1619,Female,26.0,1.640745,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.065264,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 1620,Female,20.217015,1.73581,126.490236,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.813917,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 1621,Female,21.962426,1.636592,68.058902,yes,yes,1.906194,3.0,no,no,2.0,no,0.246831,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1622,Female,26.0,1.632498,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 1623,Female,26.0,1.62456,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 1624,Female,18.0,1.680171,90.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 1625,Male,20.0,1.78,78.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Walking,Overweight_Level_I 1626,Female,26.0,1.623514,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 1627,Female,25.986185,1.634894,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.069802,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 1628,Male,19.0,1.8,85.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1629,Female,21.0,1.56,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1630,Female,39.135634,1.507867,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1631,Male,26.348156,1.787802,115.127662,yes,yes,2.412566,3.0,Sometimes,no,2.11184,no,0.82666,1.384186,Sometimes,Automobile,Obesity_Type_II 1632,Male,22.0,1.84,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1633,Female,20.0,1.64,53.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1634,Male,18.0,1.663088,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.865851,no,Public_Transportation,Obesity_Type_I 1635,Male,21.0,1.69,75.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1636,Male,18.0,1.78,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1637,Female,16.0,1.55,57.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1638,Male,22.884722,1.86741,121.471077,yes,yes,2.671238,2.983201,Sometimes,no,2.0,no,1.168368,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1639,Female,25.976209,1.614484,110.640929,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 1640,Male,19.0,1.836592,89.251639,yes,yes,2.762496,1.672751,Sometimes,no,2.358038,no,1.672639,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1641,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Walking,Overweight_Level_II 1642,Female,21.125098,1.7,78.0,yes,no,2.0,1.941307,Sometimes,no,2.0,no,1.0,0.630866,no,Public_Transportation,Overweight_Level_II 1643,Female,23.0,1.59,55.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 1644,Female,23.0,1.583889,44.661461,no,no,3.0,3.0,Frequently,no,1.0,yes,0.922739,0.0,no,Public_Transportation,Insufficient_Weight 1645,Female,26.0,1.624576,105.042194,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 1646,Female,26.0,1.532322,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_III 1647,Male,25.136116,1.76714,112.10074,yes,yes,1.517912,3.0,Sometimes,no,2.006595,no,1.386151,0.0,Sometimes,Automobile,Obesity_Type_II 1648,Female,19.084317,1.746652,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.465909,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 1649,Male,31.333798,1.67231,122.333425,yes,yes,2.95841,3.0,Sometimes,no,1.590317,no,0.94522,1.368262,Sometimes,Public_Transportation,Obesity_Type_II 1650,Female,19.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1651,Male,25.035915,1.766946,88.532032,yes,yes,1.961069,3.0,Sometimes,no,2.0,no,0.0,0.464022,Sometimes,Public_Transportation,Overweight_Level_II 1652,Female,18.314593,1.737313,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.501754,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 1653,Female,41.0,1.75,73.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 1654,Male,21.0,1.82,71.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1655,Female,24.443011,1.669701,114.77484,yes,yes,3.0,3.0,Sometimes,no,2.357978,no,0.114698,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 1656,Female,22.0,1.64,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1657,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1658,Female,32.593129,1.695735,82.283185,yes,yes,2.133955,2.842848,Sometimes,no,2.13755,no,1.0,0.604692,Sometimes,Public_Transportation,Obesity_Type_I 1659,Female,23.0,1.56,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1660,Female,19.816949,1.716677,56.265959,no,yes,2.928234,4.0,Frequently,no,2.2695,no,2.0,0.973504,Sometimes,Public_Transportation,Insufficient_Weight 1661,Male,18.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1662,Male,21.20563,1.707968,75.828119,yes,yes,2.0,1.089048,no,no,2.0,no,0.874643,1.82753,Sometimes,Public_Transportation,Overweight_Level_I 1663,Male,21.380336,1.680764,103.180918,yes,yes,2.826251,1.882158,Sometimes,no,2.0,no,0.819269,1.0,no,Public_Transportation,Obesity_Type_II 1664,Male,30.350516,1.792998,112.10074,yes,yes,2.262292,3.0,Sometimes,no,2.017712,no,0.0,0.474216,Sometimes,Automobile,Obesity_Type_II 1665,Female,26.0,1.631547,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 1666,Male,17.0,1.7,50.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1667,Female,18.0,1.71,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1668,Female,20.327723,1.819728,151.278532,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,1.998047,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 1669,Male,21.0,1.82,77.0,yes,no,2.0,1.0,Always,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1670,Female,33.0,1.79,76.0,no,yes,3.0,3.0,Sometimes,yes,2.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_I 1671,Female,20.254534,1.668649,93.310284,yes,yes,3.0,3.0,Sometimes,no,1.708083,no,1.309304,0.926052,Sometimes,Public_Transportation,Obesity_Type_I 1672,Female,21.0,1.63,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 1673,Male,22.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1674,Female,21.052016,1.7,78.073528,yes,yes,2.84837,3.0,Sometimes,no,2.642328,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 1675,Female,22.0,1.6,52.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1676,Female,21.0,1.603435,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,1.295697,0.0,no,Public_Transportation,Insufficient_Weight 1677,Female,25.968792,1.641784,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.167086,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 1678,Male,37.056193,1.75,118.560509,yes,yes,2.0,3.0,Sometimes,no,2.089983,no,0.090147,0.0,Sometimes,Automobile,Obesity_Type_II 1679,Female,26.0,1.643017,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 1680,Male,22.988004,1.751691,54.121925,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 1681,Male,22.935612,1.722396,96.738014,yes,yes,2.0,1.92822,Sometimes,no,2.279214,no,0.0,1.339232,no,Public_Transportation,Obesity_Type_I 1682,Male,28.421533,1.765464,113.277388,yes,yes,1.826885,3.0,Sometimes,no,2.006595,no,1.236114,1.009632,Sometimes,Public_Transportation,Obesity_Type_II 1683,Male,31.315593,1.673352,90.0,yes,yes,2.0,1.888067,Sometimes,no,2.348981,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 1684,Male,18.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1685,Female,38.397463,1.633887,62.339003,no,yes,2.0,2.845307,Sometimes,no,1.146595,no,0.783676,0.630866,Sometimes,Automobile,Overweight_Level_I 1686,Male,18.0,1.694726,51.132809,yes,yes,2.57649,3.0,Sometimes,no,2.0,no,0.92635,1.0,no,Public_Transportation,Insufficient_Weight 1687,Female,19.443639,1.62438,82.967937,yes,yes,1.096455,2.658837,Sometimes,no,2.852254,no,0.0,0.939665,Sometimes,Public_Transportation,Overweight_Level_I 1688,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1689,Male,23.0,1.74,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1690,Male,21.868932,1.709585,100.245302,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.891986,0.0,no,Public_Transportation,Obesity_Type_I 1691,Female,26.0,1.654784,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 1692,Female,43.726081,1.614182,84.134712,yes,yes,2.576449,2.740492,Sometimes,no,1.228838,no,0.886817,0.0,no,Automobile,Obesity_Type_I 1693,Female,23.0,1.66,80.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 1694,Male,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 1695,Male,24.408805,1.844218,120.805715,yes,yes,2.877743,3.0,Sometimes,no,2.175632,no,1.997529,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1696,Male,23.421726,1.805445,121.421121,yes,yes,3.0,2.865657,Sometimes,no,1.0,no,0.112122,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1697,Female,25.617227,1.659172,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.0,0.552665,Sometimes,Public_Transportation,Obesity_Type_III 1698,Male,24.0,1.88,87.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Automobile,Normal_Weight 1699,Female,26.0,1.64187,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 1700,Female,25.929746,1.633442,102.592171,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 1701,Female,26.0,1.76,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1702,Male,33.0,1.75,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 1703,Male,19.816228,1.814182,58.19515,yes,yes,3.0,3.0,Sometimes,no,2.406541,no,2.0,0.560887,Sometimes,Automobile,Insufficient_Weight 1704,Male,21.785351,1.721854,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.58483,no,Public_Transportation,Overweight_Level_I 1705,Female,21.0,1.6,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1706,Female,22.847618,1.633887,82.0,yes,yes,1.164062,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 1707,Male,21.679158,1.741377,98.182498,yes,yes,2.0,2.978103,Sometimes,no,2.668261,no,2.462269,1.402414,no,Public_Transportation,Obesity_Type_I 1708,Male,25.036269,1.84629,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,1.352973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1709,Male,25.139466,1.761519,112.879662,yes,yes,1.735664,3.0,Sometimes,no,2.11267,no,1.168368,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1710,Female,27.0,1.7,76.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1711,Female,26.0,1.632377,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 1712,Male,25.498965,1.772731,114.004832,yes,yes,1.528331,3.0,Sometimes,no,2.623344,no,1.723934,0.178708,Sometimes,Public_Transportation,Obesity_Type_II 1713,Female,21.768153,1.732862,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.796257,no,1.68249,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 1714,Male,24.05331,1.836007,97.971598,yes,yes,2.838969,1.773916,Sometimes,no,1.15031,no,1.736538,0.971746,no,Public_Transportation,Obesity_Type_II 1715,Male,24.622054,1.762461,117.8972,yes,yes,2.76632,2.650088,Sometimes,no,2.838893,no,1.076729,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1716,Female,18.0,1.660955,82.954796,yes,yes,2.0,3.0,Sometimes,no,2.039514,no,0.0,1.609773,no,Public_Transportation,Obesity_Type_I 1717,Female,25.951979,1.637725,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.031701,no,0.026142,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 1718,Male,24.825398,1.771915,121.04172,yes,yes,2.938616,2.879541,Sometimes,no,2.640483,no,1.538922,0.761898,Sometimes,Public_Transportation,Obesity_Type_II 1719,Female,20.0,1.56,45.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1720,Male,30.607546,1.757132,118.565568,yes,yes,2.918113,3.0,Sometimes,no,2.240463,no,0.882709,1.015467,Sometimes,Automobile,Obesity_Type_II 1721,Female,32.0,1.5,63.0,yes,yes,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,no,Public_Transportation,Overweight_Level_I 1722,Male,24.751511,1.780725,83.414072,yes,yes,2.0,3.0,Sometimes,no,2.825629,no,0.974939,0.947192,Sometimes,Public_Transportation,Overweight_Level_II 1723,Female,26.0,1.611462,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 1724,Male,25.12791,1.64187,104.572712,yes,yes,2.151335,1.513835,Sometimes,no,1.610472,no,0.112383,0.527766,Sometimes,Public_Transportation,Obesity_Type_II 1725,Female,18.0,1.72,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 1726,Female,25.929746,1.641098,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.364957,no,0.143955,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 1727,Male,26.0,1.8,85.0,no,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 1728,Female,26.0,1.643167,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 1729,Female,18.0,1.6,55.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1730,Female,25.498965,1.614484,105.482662,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.001086,0.527766,Sometimes,Public_Transportation,Obesity_Type_III 1731,Female,18.0,1.6,56.0,no,yes,3.0,4.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1732,Male,21.0,1.64,62.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1733,Male,28.421533,1.762921,112.536367,yes,yes,1.036159,3.0,Sometimes,no,1.251715,no,0.0,0.630866,Sometimes,Automobile,Obesity_Type_II 1734,Male,25.0,1.69,75.0,yes,no,3.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,Sometimes,Motorbike,Overweight_Level_I 1735,Male,25.66668,1.79858,106.452367,yes,yes,2.220181,3.0,Sometimes,no,2.013205,no,1.159598,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1736,Male,19.0,1.86,86.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1737,Female,21.01245,1.607128,68.869791,yes,yes,1.936479,3.699594,Sometimes,no,3.0,yes,0.115974,0.0,no,Public_Transportation,Overweight_Level_I 1738,Male,19.0,1.8,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1739,Male,20.901393,1.824432,105.254354,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.00705,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1740,Female,22.661556,1.618148,82.01831,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.127879,no,Public_Transportation,Obesity_Type_I 1741,Female,21.0,1.6,66.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1742,Female,25.921678,1.633442,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.03465,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 1743,Female,21.243142,1.700181,51.7325,yes,yes,2.886157,3.0,Frequently,no,1.705218,no,1.42237,0.0,no,Public_Transportation,Insufficient_Weight 1744,Female,21.232659,1.748313,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.445148,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 1745,Male,20.954955,1.792998,104.839068,yes,yes,2.291846,3.0,Sometimes,no,2.054193,no,0.217455,0.738935,Sometimes,Public_Transportation,Obesity_Type_I 1746,Female,25.966504,1.656504,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.514872,no,0.02006,0.779641,Sometimes,Public_Transportation,Obesity_Type_III 1747,Female,18.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1748,Male,24.291205,1.783609,120.921535,yes,yes,2.973569,3.0,Sometimes,no,2.916291,no,1.343875,0.680215,Sometimes,Public_Transportation,Obesity_Type_II 1749,Female,18.94093,1.782453,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.622638,no,1.742453,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 1750,Male,22.771001,1.799902,96.875502,yes,yes,2.0,2.37985,Sometimes,no,2.891713,no,2.0,1.281141,no,Public_Transportation,Obesity_Type_I 1751,Male,30.916426,1.817641,130.927138,yes,yes,2.499388,3.0,Sometimes,yes,1.520215,no,1.07672,0.926052,Sometimes,Public_Transportation,Obesity_Type_II 1752,Male,37.96543,1.767121,118.165082,yes,yes,2.204914,2.938902,Sometimes,no,1.458545,no,0.64235,0.145284,Sometimes,Automobile,Obesity_Type_II 1753,Female,19.816949,1.503379,64.259379,no,yes,2.260543,2.0,Sometimes,no,1.979833,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1754,Female,19.0,1.6,45.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 1755,Female,26.0,1.631856,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 1756,Female,21.0,1.6,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1757,Male,21.0,1.62,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1758,Male,24.0409,1.793824,118.206565,yes,yes,2.499388,2.962004,Sometimes,no,2.165804,no,0.759422,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1759,Female,26.0,1.641601,111.750097,yes,yes,3.0,3.0,Sometimes,no,2.613504,no,0.0,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 1760,Female,20.781751,1.669219,125.117633,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.877067,0.500936,Sometimes,Public_Transportation,Obesity_Type_III 1761,Male,18.0,1.75,52.0,no,no,2.0,3.0,Frequently,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1762,Male,22.815416,1.61082,105.479313,yes,yes,2.0,1.0,Sometimes,no,1.144539,no,0.0,1.554404,no,Public_Transportation,Obesity_Type_I 1763,Male,31.743821,1.796332,120.901591,yes,yes,2.671238,3.0,Sometimes,no,2.338373,no,0.706777,0.311436,Sometimes,Automobile,Obesity_Type_II 1764,Female,18.0,1.62,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1765,Male,24.443011,1.759721,112.10074,yes,yes,2.562409,3.0,Sometimes,no,2.049079,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_II 1766,Male,37.955371,1.755938,118.447942,yes,yes,2.95841,3.985442,Sometimes,no,1.773236,no,1.181811,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1767,Female,22.977357,1.641209,82.193405,yes,yes,1.031149,3.0,Sometimes,no,1.023328,no,1.060349,1.0,Frequently,Public_Transportation,Obesity_Type_I 1768,Female,18.945961,1.711445,50.0,no,yes,2.061952,3.0,Sometimes,no,2.0,no,0.769726,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1769,Male,25.999174,1.75,112.000381,yes,yes,2.877743,3.0,Sometimes,no,2.003563,no,1.299469,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 1770,Female,23.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 1771,Male,19.0,1.8,91.0,yes,yes,1.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1772,Male,24.511445,1.792533,117.298233,yes,yes,1.624366,2.938902,Sometimes,no,2.638896,no,1.141708,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 1773,Female,18.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1774,Male,24.178638,1.810215,121.134711,yes,yes,2.766612,2.902639,Sometimes,no,1.394883,no,1.874662,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1775,Male,23.260061,1.885543,121.527369,yes,yes,2.722161,2.740492,Sometimes,no,2.375707,no,0.478595,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1776,Female,18.0,1.56,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1777,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1778,Female,18.907514,1.739991,133.054793,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,1.139107,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 1779,Male,20.0,1.79,102.872505,yes,yes,2.0,1.473088,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 1780,Male,18.0,1.72,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1781,Female,26.0,1.817231,102.583895,yes,yes,3.0,3.0,Sometimes,no,2.984323,no,0.026033,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 1782,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 1783,Male,23.0,1.67,75.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_I 1784,Male,18.0,1.78,108.0,yes,yes,2.0,1.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1785,Male,22.200779,1.781251,105.000576,yes,yes,2.871137,3.0,Sometimes,no,2.649459,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1786,Male,21.0,1.75,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 1787,Female,43.726081,1.589027,77.00103,yes,yes,2.734762,2.806566,Sometimes,no,1.660614,no,0.0,0.0,no,Automobile,Overweight_Level_II 1788,Female,25.96773,1.73581,104.999403,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.000454,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 1789,Male,27.0,1.68,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 1790,Male,22.154854,1.86741,121.684311,yes,yes,2.722161,3.0,Sometimes,no,2.0,no,1.958694,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1791,Female,18.0,1.7,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 1792,Female,21.556361,1.593847,46.655622,no,yes,3.0,3.0,Sometimes,no,2.612758,no,1.616882,0.0,no,Public_Transportation,Insufficient_Weight 1793,Male,26.0,1.7,75.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1794,Male,39.656559,1.701397,99.199287,yes,yes,2.020502,1.703299,Sometimes,no,2.652616,no,0.0,0.0,no,Automobile,Obesity_Type_I 1795,Male,30.605225,1.761068,118.40174,yes,yes,2.319776,3.0,Sometimes,no,2.152736,no,0.112454,0.150544,Sometimes,Automobile,Obesity_Type_II 1796,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 1797,Male,24.751511,1.75,86.0805,yes,yes,2.778079,2.879541,Sometimes,no,2.452986,no,0.0,0.630866,Sometimes,Public_Transportation,Overweight_Level_II 1798,Male,19.314429,1.820471,85.0,yes,yes,2.0,3.0,Sometimes,no,1.517215,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1799,Female,24.473062,1.632896,113.451224,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,0.922739,0.631422,Sometimes,Public_Transportation,Obesity_Type_III 1800,Female,23.0,1.5,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 1801,Female,17.908114,1.757961,49.932199,no,yes,2.540949,3.378859,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1802,Male,17.992717,1.834986,59.895052,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.511157,1.391948,no,Automobile,Insufficient_Weight 1803,Female,21.768153,1.747987,127.902844,yes,yes,3.0,3.0,Sometimes,no,1.603549,no,1.813318,0.926581,Sometimes,Public_Transportation,Obesity_Type_III 1804,Male,18.0,1.603963,84.340406,yes,yes,2.0,1.262831,Sometimes,no,2.0,no,0.736032,0.36216,no,Public_Transportation,Obesity_Type_I 1805,Male,31.335093,1.754996,119.441207,yes,yes,2.967853,3.0,Sometimes,no,2.413813,no,0.742113,1.673584,Sometimes,Automobile,Obesity_Type_II 1806,Male,55.022494,1.673394,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 1807,Male,21.635977,1.783901,116.311962,yes,yes,2.0,3.0,Sometimes,no,1.992586,no,1.030526,1.157466,Sometimes,Public_Transportation,Obesity_Type_I 1808,Female,25.918524,1.621245,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.530992,no,0.139159,0.652485,Sometimes,Public_Transportation,Obesity_Type_III 1809,Female,18.0,1.66,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1810,Male,18.985119,1.758628,55.822119,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.713823,Sometimes,Public_Transportation,Insufficient_Weight 1811,Female,21.0,1.63,63.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1812,Female,19.007177,1.758959,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.006595,no,1.465909,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 1813,Male,17.469417,1.853325,59.612717,yes,yes,2.591439,4.0,Sometimes,no,2.0,no,2.0,0.133005,no,Automobile,Insufficient_Weight 1814,Male,21.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1815,Male,23.0,1.69,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1816,Male,39.135634,1.755938,96.303855,yes,yes,2.971588,2.911568,Sometimes,no,2.777379,no,1.097983,0.0,Sometimes,Automobile,Obesity_Type_I 1817,Female,39.0,1.6,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 1818,Male,24.693108,1.848553,121.142535,yes,yes,2.9673,2.701689,Sometimes,no,2.364208,no,1.931173,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1819,Female,18.0,1.66,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1820,Female,20.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 1821,Male,24.201622,1.661415,100.543983,yes,yes,2.39728,2.95833,Sometimes,no,1.131185,no,0.926201,0.0,no,Public_Transportation,Obesity_Type_II 1822,Male,23.0,1.819875,121.458232,yes,yes,3.0,2.935381,Sometimes,no,2.725226,no,0.994422,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1823,Male,26.490926,1.810215,120.344402,yes,yes,2.766612,3.0,Sometimes,no,2.15687,no,1.076926,0.176892,Sometimes,Public_Transportation,Obesity_Type_II 1824,Male,23.0,1.705617,83.986714,yes,yes,2.0,2.993623,Sometimes,no,2.0,no,0.986414,0.67688,Sometimes,Public_Transportation,Overweight_Level_II 1825,Male,29.216019,1.787195,112.089022,yes,yes,2.0,3.0,Sometimes,no,2.020424,no,0.0,0.028583,Sometimes,Automobile,Obesity_Type_II 1826,Female,23.0,1.705304,82.52724,yes,yes,2.0,2.272801,Sometimes,no,1.131185,no,0.0,1.967259,no,Public_Transportation,Obesity_Type_I 1827,Female,26.0,1.641601,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 1828,Male,21.0,1.72,70.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1829,Male,23.454558,1.872517,117.398976,yes,yes,2.972426,2.993634,Sometimes,no,2.715252,no,0.897562,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1830,Male,30.605225,1.75,118.114184,yes,yes,1.451337,3.0,Sometimes,no,1.251715,no,0.935217,0.0,Sometimes,Automobile,Obesity_Type_II 1831,Female,23.0,1.72,50.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 1832,Female,22.0,1.65,66.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1833,Female,26.0,1.606066,112.200812,yes,yes,3.0,3.0,Sometimes,no,2.495944,no,0.0,0.696948,Sometimes,Public_Transportation,Obesity_Type_III 1834,Female,26.0,1.629727,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 1835,Female,25.994746,1.669039,105.055686,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.008368,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 1836,Male,18.0,1.788459,51.965521,yes,yes,2.79606,3.12544,Sometimes,no,1.927976,no,2.287423,1.343044,no,Public_Transportation,Insufficient_Weight 1837,Female,26.0,1.639251,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 1838,Male,31.386405,1.899588,129.769141,yes,yes,2.744994,3.0,Sometimes,yes,1.0,no,1.979355,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1839,Female,19.407204,1.520862,42.0,no,yes,3.0,1.0,Frequently,no,1.824561,no,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 1840,Male,22.814657,1.769269,51.132809,yes,yes,2.0,3.0,Sometimes,no,1.274774,no,0.112454,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1841,Male,17.0,1.71,71.0,yes,yes,2.0,4.0,Sometimes,no,2.0,yes,1.0,0.0,Frequently,Automobile,Normal_Weight 1842,Female,26.0,1.631856,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 1843,Male,18.0,1.792533,91.052215,yes,yes,1.263216,3.0,Sometimes,no,1.984323,no,1.989316,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1844,Female,18.0,1.72,72.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1845,Female,26.0,1.669039,111.235188,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 1846,Male,32.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_II 1847,Male,22.766227,1.782722,89.754302,yes,yes,2.0,1.773916,Sometimes,no,1.15031,no,0.8554,0.0,Sometimes,Automobile,Obesity_Type_I 1848,Male,23.963649,1.872517,121.244969,yes,yes,3.0,2.695396,Sometimes,no,2.960088,no,0.975187,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1849,Female,37.613378,1.7,76.126112,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_I 1850,Male,19.97981,1.765874,85.607466,yes,yes,2.081238,3.0,Sometimes,no,2.081121,no,1.271667,0.434198,Sometimes,Public_Transportation,Overweight_Level_I 1851,Female,29.0,1.75,72.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1852,Male,18.0,1.734832,52.0,yes,yes,1.164062,3.0,Sometimes,no,1.166655,no,0.094851,1.667745,no,Automobile,Insufficient_Weight 1853,Female,34.0,1.7,78.0,no,no,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 1854,Male,30.493946,1.755938,120.098812,yes,yes,2.57649,3.0,Sometimes,no,2.530035,no,1.110215,0.394533,Sometimes,Automobile,Obesity_Type_II 1855,Female,18.0,1.65,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 1856,Female,26.0,1.610126,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 1857,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Walking,Overweight_Level_I 1858,Female,18.0,1.7,50.0,no,yes,2.19005,3.520555,Frequently,no,1.0,no,0.658894,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1859,Female,22.654316,1.621233,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.482016,no,Public_Transportation,Obesity_Type_I 1860,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1861,Female,25.991194,1.62414,102.320437,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.112122,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 1862,Male,17.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1863,Female,19.816949,1.554728,63.597633,yes,no,2.652779,1.0,Sometimes,no,1.326165,no,0.262171,1.283673,Sometimes,Public_Transportation,Overweight_Level_II 1864,Female,25.550506,1.641601,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.490613,no,0.0,0.731257,Sometimes,Public_Transportation,Obesity_Type_III 1865,Female,24.149036,1.694439,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,0.194056,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 1866,Female,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 1867,Male,21.001282,1.710129,75.688433,yes,yes,2.0,3.0,Sometimes,no,1.001208,no,0.073065,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1868,Male,21.0,1.7,70.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,2.0,1.0,no,Walking,Normal_Weight 1869,Female,26.0,1.642392,111.939982,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.56931,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 1870,Male,21.18354,1.7,80.555875,yes,yes,2.0,2.468421,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 1871,Male,30.870724,1.699474,100.088468,yes,yes,2.938616,2.175153,Sometimes,no,1.0,no,0.949976,1.506576,no,Public_Transportation,Obesity_Type_II 1872,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1873,Female,26.0,1.62495,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.530157,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 1874,Female,26.0,1.624134,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 1875,Female,41.0,1.6,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 1876,Female,33.070142,1.7,78.008388,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 1877,Male,29.0,1.75,78.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 1878,Female,25.783865,1.655646,110.930509,yes,yes,3.0,3.0,Sometimes,no,1.679489,no,0.01586,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 1879,Male,27.259124,1.818641,87.803311,yes,yes,2.805512,3.0,Sometimes,no,2.715572,no,0.0,0.127879,Sometimes,Public_Transportation,Overweight_Level_I 1880,Male,22.0,1.83,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 1881,Female,26.0,1.641098,111.868169,yes,yes,3.0,3.0,Sometimes,no,1.228838,no,0.0,0.014885,Sometimes,Public_Transportation,Obesity_Type_III 1882,Male,17.671064,1.721854,55.695253,yes,yes,2.051283,4.0,Sometimes,no,2.0,no,2.0,0.127879,no,Automobile,Insufficient_Weight 1883,Female,20.952737,1.730333,132.8071,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.467863,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 1884,Female,33.0,1.55,77.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 1885,Female,19.726522,1.523426,42.0,no,yes,3.0,1.0,Frequently,no,1.69551,no,0.07115,0.092736,Sometimes,Public_Transportation,Insufficient_Weight 1886,Male,19.773303,1.732307,54.835576,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.25955,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1887,Female,21.232659,1.730379,51.442293,yes,yes,3.0,3.0,Frequently,no,2.654702,no,1.600536,0.663649,Sometimes,Public_Transportation,Insufficient_Weight 1888,Female,19.726109,1.567981,42.006282,no,yes,3.0,1.211606,Frequently,no,1.610768,no,0.912334,0.001096,Sometimes,Public_Transportation,Insufficient_Weight 1889,Male,24.825398,1.796332,120.975489,yes,yes,2.490776,3.0,Sometimes,no,3.0,no,0.691369,0.356868,Sometimes,Public_Transportation,Obesity_Type_II 1890,Female,26.0,1.624134,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 1891,Male,21.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1892,Female,21.0,1.55,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1893,Male,23.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 1894,Female,26.0,1.641918,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 1895,Female,20.400053,1.680489,104.94582,yes,yes,2.387426,3.0,Sometimes,no,1.422483,no,0.046836,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1896,Female,18.0,1.63,64.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 1897,Male,20.552695,1.717432,80.005809,yes,yes,2.0,3.0,Sometimes,no,2.164718,no,1.162519,1.616045,no,Public_Transportation,Overweight_Level_II 1898,Male,33.722449,1.761068,85.301029,yes,yes,2.02472,2.983297,Sometimes,no,2.535127,no,0.0,0.977591,Sometimes,Automobile,Overweight_Level_II 1899,Female,19.0,1.55,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1900,Female,23.0,1.628855,83.15115,yes,yes,2.0,1.154318,Sometimes,no,2.117733,no,0.886448,0.376683,no,Public_Transportation,Obesity_Type_I 1901,Female,26.0,1.626449,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.228486,Sometimes,Public_Transportation,Obesity_Type_III 1902,Female,18.0,1.65,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1903,Female,25.959772,1.642098,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.204108,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 1904,Male,18.0,1.8,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1905,Male,25.0,1.75,70.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 1906,Female,19.0,1.6,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1907,Male,31.783845,1.681855,90.0,yes,yes,2.0,1.685134,Sometimes,no,2.145368,no,0.340915,0.0,Sometimes,Automobile,Obesity_Type_I 1908,Male,38.397463,1.834842,117.792268,yes,yes,2.819934,2.475228,Sometimes,no,1.0,no,1.946907,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1909,Male,17.0,1.75,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 1910,Female,30.451174,1.649736,74.803157,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.926592,0.0,no,Automobile,Overweight_Level_II 1911,Female,21.0,1.63,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1912,Female,21.768153,1.76416,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.441791,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 1913,Female,26.0,1.632377,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 1914,Male,21.052016,1.603501,100.066268,yes,yes,2.724121,1.134042,Sometimes,no,1.931163,no,0.891444,1.0,no,Public_Transportation,Obesity_Type_II 1915,Male,21.0,1.74,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 1916,Male,21.963457,1.696336,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.699592,1.413375,Sometimes,Public_Transportation,Overweight_Level_I 1917,Male,30.684347,1.918859,129.232216,yes,yes,2.997951,3.0,Sometimes,no,1.345298,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1918,Female,26.0,1.627532,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 1919,Female,26.0,1.638836,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 1920,Female,21.0,1.55,51.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 1921,Female,21.0,1.611356,68.85097,no,yes,1.276858,3.804944,no,no,1.979848,yes,0.085119,0.930926,Sometimes,Public_Transportation,Overweight_Level_I 1922,Male,25.929746,1.773115,115.089316,yes,yes,1.428289,3.0,Sometimes,no,2.357969,no,1.386151,0.0,Sometimes,Public_Transportation,Obesity_Type_II 1923,Female,18.0,1.61,52.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1924,Female,19.0,1.5,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 1925,Female,18.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.716327,no,Public_Transportation,Overweight_Level_II 1926,Male,18.0,1.75,79.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 1927,Male,22.884722,1.636592,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.288032,1.50301,Sometimes,Public_Transportation,Overweight_Level_I 1928,Female,21.0,1.63,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1929,Female,21.008297,1.486484,61.117993,yes,no,2.0,1.0,Sometimes,no,1.006378,no,0.976341,0.0,no,Public_Transportation,Overweight_Level_II 1930,Male,22.975526,1.69382,90.0,yes,yes,2.0,3.0,Sometimes,no,2.791604,no,0.0,1.34403,Sometimes,Public_Transportation,Obesity_Type_I 1931,Male,17.0,1.782756,59.895052,yes,yes,2.424977,4.0,Sometimes,no,2.0,no,2.0,0.560887,no,Automobile,Insufficient_Weight 1932,Male,18.0,1.8,60.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,3.0,2.0,no,Walking,Insufficient_Weight 1933,Male,31.346845,1.86516,124.805868,yes,yes,2.928234,3.0,Sometimes,no,1.970508,no,0.693732,0.0,Sometimes,Automobile,Obesity_Type_II 1934,Male,18.0,1.8,64.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Walking,Normal_Weight 1935,Male,36.726617,1.681314,83.785312,yes,yes,2.0,2.977999,Sometimes,no,2.548527,no,0.93732,0.396972,no,Automobile,Overweight_Level_II 1936,Female,22.0,1.65,82.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1937,Female,25.950898,1.627818,102.305767,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.025787,0.554072,Sometimes,Public_Transportation,Obesity_Type_III 1938,Female,18.0,1.55,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1939,Male,33.0,1.85,85.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 1940,Female,35.322112,1.607082,62.337721,no,yes,2.332074,3.0,Sometimes,no,2.0,no,0.94893,0.480813,Sometimes,Automobile,Overweight_Level_I 1941,Female,26.0,1.624576,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.495851,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 1942,Female,18.0,1.7,80.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 1943,Female,20.491475,1.694969,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.767013,1.0,no,Public_Transportation,Insufficient_Weight 1944,Male,21.0,1.85,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1945,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 1946,Female,35.125401,1.507867,79.989789,yes,no,2.0,2.977999,Sometimes,no,1.660614,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 1947,Male,22.0,1.8,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1948,Female,20.438478,1.805803,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,0.850715,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 1949,Female,38.384177,1.557808,80.0,yes,yes,2.0,3.0,Sometimes,no,2.737091,no,0.0,0.276319,Sometimes,Automobile,Obesity_Type_I 1950,Male,21.0,1.65,75.0,yes,yes,3.0,4.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1951,Female,36.673882,1.560258,80.0,yes,yes,2.0,3.0,Sometimes,no,1.130079,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1952,Male,19.0,1.75,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 1953,Male,33.0,1.69,83.0,yes,yes,3.0,3.0,Frequently,no,1.0,yes,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 1954,Female,16.30687,1.592316,47.124717,no,yes,2.871016,1.73762,Sometimes,no,2.011023,no,0.0,1.286844,Sometimes,Public_Transportation,Insufficient_Weight 1955,Male,18.947102,1.772731,109.959714,yes,yes,2.0,2.627173,Sometimes,no,1.54249,no,1.05545,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1956,Female,19.126145,1.624367,68.869791,yes,yes,1.975675,3.715306,Sometimes,no,2.045069,yes,1.814869,0.426643,Sometimes,Public_Transportation,Overweight_Level_I 1957,Female,26.0,1.62456,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 1958,Female,17.0,1.65,49.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Walking,Insufficient_Weight 1959,Female,18.0,1.66,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1960,Female,24.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 1961,Male,18.0,1.8,72.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 1962,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1963,Male,22.908879,1.793378,105.131956,yes,yes,2.0,3.0,Sometimes,no,2.027984,no,0.743005,0.0,Sometimes,Public_Transportation,Obesity_Type_I 1964,Male,21.849705,1.625236,70.0,no,yes,2.780699,1.0,no,no,2.069184,no,0.926201,0.395468,Sometimes,Public_Transportation,Overweight_Level_I 1965,Male,17.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 1966,Female,21.0,1.65,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1967,Female,18.0,1.56,60.0,no,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1968,Female,18.0,1.63,58.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 1969,Male,25.387531,1.770126,114.254278,yes,yes,2.600217,3.0,Sometimes,no,2.156655,no,1.586525,0.062488,Sometimes,Public_Transportation,Obesity_Type_II 1970,Female,26.0,1.627567,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 1971,Male,25.526746,1.783381,115.428276,yes,yes,1.99953,3.0,Sometimes,no,2.358088,no,1.32534,0.076693,Sometimes,Public_Transportation,Obesity_Type_II 1972,Male,18.0,1.77,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 1973,Female,21.0,1.55,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1974,Male,19.0,1.8,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 1975,Female,26.0,1.630927,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 1976,Female,16.129279,1.559499,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.206738,1.0,Sometimes,Public_Transportation,Insufficient_Weight 1977,Male,21.0,1.66,62.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 1978,Male,21.0,1.699315,75.0,yes,yes,2.913452,3.207071,Sometimes,no,2.543841,no,0.868721,0.096576,Sometimes,Public_Transportation,Overweight_Level_I 1979,Male,23.0,1.74,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 1980,Male,21.0,1.78,78.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 1981,Male,25.954511,1.77151,114.480696,yes,yes,2.197261,3.0,Sometimes,no,2.893062,no,1.170823,0.873936,Sometimes,Public_Transportation,Obesity_Type_II 1982,Female,18.0,1.66,59.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 1983,Male,18.0,1.72,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 1984,Female,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 1985,Male,21.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 1986,Male,23.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1987,Male,21.996118,1.751029,78.997062,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.115974,1.898139,Sometimes,Public_Transportation,Overweight_Level_I 1988,Female,38.445148,1.607514,80.0,yes,yes,3.0,3.0,Sometimes,no,1.131185,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 1989,Female,26.0,1.622468,105.428628,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 1990,Male,22.0,1.65731,116.311962,yes,yes,2.95801,2.812377,Sometimes,no,1.0,no,1.31257,0.0,Sometimes,Automobile,Obesity_Type_II 1991,Male,23.120215,1.755467,82.603984,yes,yes,1.952987,1.0,Sometimes,no,2.0,no,0.792929,0.0,Sometimes,Public_Transportation,Overweight_Level_I 1992,Female,18.0,1.67,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 1993,Male,23.0,1.7,80.0,no,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 1994,Male,22.935612,1.734237,75.090439,yes,yes,2.0,3.0,Sometimes,no,2.828861,no,0.0,0.975504,Sometimes,Public_Transportation,Overweight_Level_I 1995,Female,20.0,1.56,57.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1996,Female,22.0,1.6,58.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 1997,Male,25.0,1.82,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 1998,Male,24.825393,1.856759,120.980508,yes,yes,2.644094,3.0,Sometimes,no,2.155926,no,1.144076,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 1999,Male,25.314163,1.77558,112.256165,yes,yes,1.766612,3.0,Sometimes,no,2.116399,no,1.541072,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2000,Male,26.348156,1.770663,112.395309,yes,yes,1.264234,3.0,Sometimes,no,2.038958,no,0.0,0.413663,Sometimes,Automobile,Obesity_Type_II 2001,Female,18.532826,1.682253,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.001272,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 2002,Female,18.0,1.716691,51.652557,yes,yes,2.737149,3.0,Sometimes,no,1.622638,no,0.868721,1.0,no,Automobile,Insufficient_Weight 2003,Female,19.708354,1.620938,42.0,no,no,3.0,2.049565,Frequently,no,1.0,yes,0.0,1.301385,Sometimes,Public_Transportation,Insufficient_Weight 2004,Female,26.0,1.630927,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_III 2005,Male,21.635977,1.706082,98.54302,yes,yes,2.0,2.37985,Sometimes,no,2.0,no,1.094839,0.0,no,Public_Transportation,Obesity_Type_I 2006,Female,45.0,1.68,86.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 2007,Female,25.95774,1.716497,102.950929,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.097905,0.81998,Sometimes,Public_Transportation,Obesity_Type_III 2008,Female,21.682636,1.746411,132.94066,yes,yes,3.0,3.0,Sometimes,no,2.869439,no,1.429256,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 2009,Female,18.894678,1.740108,76.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.444033,Sometimes,Public_Transportation,Overweight_Level_I 2010,Female,37.96543,1.524293,76.13322,yes,yes,2.030256,2.986637,Sometimes,no,1.205633,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2011,Male,25.472995,1.836669,95.952027,yes,yes,1.412566,3.0,Sometimes,no,3.0,no,2.21939,1.287117,Frequently,Automobile,Obesity_Type_I 2012,Female,20.242237,1.603435,41.669346,no,yes,2.938031,1.865238,Frequently,no,2.0,no,0.0,1.094046,Sometimes,Public_Transportation,Insufficient_Weight 2013,Female,26.0,1.632377,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 2014,Male,17.0,1.7,95.0,no,no,2.0,4.0,Sometimes,yes,2.0,yes,2.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 2015,Female,27.0,1.7,78.0,no,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2016,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 2017,Male,22.176922,1.710129,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.68295,0.220029,no,Public_Transportation,Insufficient_Weight 2018,Female,18.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2019,Female,26.0,1.62439,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 2020,Male,21.02064,1.717037,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.993666,1.343044,Sometimes,Public_Transportation,Overweight_Level_I 2021,Male,18.0,1.839699,86.963628,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.721646,1.413375,Sometimes,Public_Transportation,Overweight_Level_II 2022,Male,25.314163,1.787802,115.127662,yes,yes,1.451337,3.0,Sometimes,no,2.16467,no,0.885633,0.716327,Sometimes,Public_Transportation,Obesity_Type_II 2023,Female,17.0,1.6,57.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2024,Female,25.929746,1.683502,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.774778,no,0.204108,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 2025,Female,17.0,1.8,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2026,Female,21.0,1.57,58.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 2027,Female,19.054938,1.596813,42.541794,no,yes,3.0,3.715148,Sometimes,no,1.191401,no,0.462951,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2028,Female,23.0,1.660324,84.773349,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2029,Female,18.0,1.649736,82.0,yes,yes,2.972426,3.0,Sometimes,no,1.833635,no,0.167086,0.0,no,Public_Transportation,Obesity_Type_I 2030,Male,21.840654,1.681314,89.998729,yes,yes,2.819934,3.0,Sometimes,no,3.0,no,1.856119,0.954216,Sometimes,Public_Transportation,Overweight_Level_I 2031,Female,24.469756,1.662978,112.395309,yes,yes,3.0,3.0,Sometimes,no,2.092326,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 2032,Female,19.0,1.63,58.0,no,yes,2.0,4.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2033,Male,19.223259,1.751278,85.316125,yes,yes,2.0,3.0,Sometimes,no,2.15687,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2034,Female,25.524336,1.656504,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.167086,0.586163,Sometimes,Public_Transportation,Obesity_Type_III 2035,Female,21.0,1.54,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2036,Male,19.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.206055,1.343044,no,Public_Transportation,Overweight_Level_II 2037,Male,29.687488,1.848965,119.029103,yes,yes,2.191108,3.0,Sometimes,no,2.054072,no,0.919388,0.0,Sometimes,Automobile,Obesity_Type_II 2038,Male,30.638944,1.703317,102.592171,yes,yes,2.654792,3.0,Sometimes,no,1.0,no,0.923428,0.325445,Sometimes,Public_Transportation,Obesity_Type_II 2039,Female,21.131526,1.73581,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.538922,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 2040,Male,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2041,Female,20.850119,1.71978,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.04268,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 2042,Female,17.0,1.6,60.0,yes,no,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Insufficient_Weight 2043,Female,18.0,1.66,60.0,yes,yes,3.0,4.0,Always,no,1.0,no,2.0,1.0,no,Automobile,Normal_Weight 2044,Male,40.366238,1.722785,109.349025,yes,yes,2.281963,1.109956,Sometimes,no,1.0,no,1.979355,0.0,Sometimes,Automobile,Obesity_Type_I 2045,Female,21.0,1.65,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 2046,Male,31.166572,1.858265,122.148035,yes,yes,2.801992,2.669766,Sometimes,no,1.0,no,0.592607,1.041677,Sometimes,Automobile,Obesity_Type_II 2047,Male,30.079371,1.810616,92.860254,yes,yes,1.973499,3.0,Sometimes,no,1.622214,no,0.0,0.092736,Sometimes,Automobile,Obesity_Type_I 2048,Male,26.199321,1.771915,120.988454,yes,yes,1.967061,3.0,Sometimes,no,2.0,no,0.68183,0.619235,Sometimes,Public_Transportation,Obesity_Type_II 2049,Male,26.0,1.79,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2050,Male,18.0,1.845399,58.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 2051,Female,41.0,1.5,80.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 2052,Male,18.0,1.801848,108.721893,yes,yes,2.0,1.194815,Sometimes,no,2.450069,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2053,Male,22.705772,1.735659,96.710735,yes,yes,2.0,1.000283,Sometimes,no,2.36293,no,2.891986,1.466667,no,Public_Transportation,Obesity_Type_I 2054,Female,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2055,Female,26.0,1.632193,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 2056,Male,18.0,1.79,53.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2057,Female,21.0,1.58,64.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2058,Female,27.0,1.67,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 2059,Female,18.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2060,Female,25.955361,1.764484,105.479313,yes,yes,3.0,3.0,Sometimes,no,1.153286,no,0.098378,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 2061,Male,21.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 2062,Male,29.981494,1.755938,112.348722,yes,yes,1.826885,3.0,Sometimes,no,2.042073,no,0.0,0.618087,Sometimes,Automobile,Obesity_Type_II 2063,Female,18.0,1.7,60.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2064,Female,35.194089,1.679515,79.66832,yes,yes,2.444599,1.0,Sometimes,no,1.0,no,0.178023,0.0,no,Automobile,Overweight_Level_I 2065,Male,18.904037,1.696423,78.434492,yes,yes,2.0,2.499108,Sometimes,no,2.774043,no,0.463949,0.0,no,Public_Transportation,Overweight_Level_II 2066,Female,20.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2067,Male,30.200946,1.758382,112.200812,yes,yes,1.428289,3.0,Sometimes,no,2.023328,no,0.0,0.613992,Sometimes,Automobile,Obesity_Type_II 2068,Male,30.717727,1.75,112.725005,yes,yes,1.878251,3.0,Sometimes,no,2.002871,no,0.0,1.74288,Sometimes,Automobile,Obesity_Type_II 2069,Male,23.501549,1.848294,95.0,yes,yes,2.0,2.842035,Sometimes,no,3.0,no,0.926201,1.301385,Sometimes,Public_Transportation,Overweight_Level_II 2070,Male,21.334585,1.715118,80.005809,yes,yes,1.887951,3.0,Sometimes,no,2.0,no,0.784216,0.947192,Sometimes,Public_Transportation,Overweight_Level_I 2071,Male,22.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 2072,Male,33.0,1.75,85.0,yes,no,2.0,3.0,Frequently,yes,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 2073,Female,19.816228,1.541039,42.0,yes,yes,2.918113,1.724887,Frequently,no,1.0,no,1.351996,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2074,Male,18.0,1.77,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2075,Male,30.610436,1.773521,120.549592,yes,yes,2.197261,3.0,Sometimes,no,2.074048,no,0.093418,1.875023,Sometimes,Automobile,Obesity_Type_II 2076,Female,21.140165,1.792378,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.357969,no,1.999631,0.939726,Sometimes,Public_Transportation,Obesity_Type_III 2077,Male,27.0,1.72,72.0,yes,no,3.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 2078,Female,19.431662,1.660761,74.433362,yes,no,2.0,1.0,Sometimes,no,2.0,yes,1.73209,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2079,Male,18.0,1.716289,50.869704,no,yes,1.786841,3.0,Sometimes,no,1.787843,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2080,Female,19.434709,1.525691,42.0,no,yes,3.0,1.0,Frequently,no,1.764055,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2081,Male,21.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2082,Female,18.0,1.61,82.0,yes,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2083,Male,21.077356,1.702516,98.447311,yes,yes,2.0,2.720642,Sometimes,no,2.0,no,0.0,1.93977,no,Public_Transportation,Obesity_Type_I 2084,Male,20.81158,1.792239,105.037463,yes,yes,2.0,3.0,Sometimes,no,2.815293,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_I 2085,Male,18.0,1.610647,94.189167,yes,yes,2.0,3.0,Sometimes,no,1.146595,no,0.0,0.453314,Sometimes,Public_Transportation,Obesity_Type_I 2086,Male,21.20563,1.712061,75.480764,yes,yes,3.0,3.0,Sometimes,no,1.636326,no,1.19102,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2087,Male,25.057878,1.784994,113.714521,yes,yes,2.075321,3.0,Sometimes,no,2.08554,no,1.066241,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 2088,Female,38.0,1.56,76.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 2089,Female,37.976924,1.559005,77.013902,yes,yes,2.535154,2.116195,Sometimes,no,2.005194,no,0.105408,0.0,Sometimes,Automobile,Obesity_Type_I 2090,Male,28.784465,1.787843,113.501549,yes,yes,2.162519,3.0,Sometimes,no,2.987718,no,1.0,0.001716,Sometimes,Automobile,Obesity_Type_II 2091,Female,19.0,1.62,45.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2092,Male,19.86997,1.62,69.743323,no,yes,2.0,1.0,no,no,2.0,no,1.926381,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2093,Male,27.439056,1.81955,96.940255,yes,yes,2.0,1.72626,Sometimes,no,1.99467,no,0.01586,0.121992,Sometimes,Public_Transportation,Overweight_Level_II 2094,Male,25.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2095,Female,26.0,1.640745,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 2096,Male,18.0,1.65,69.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2097,Male,23.0,1.83,104.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 2098,Male,25.66668,1.76414,114.163921,yes,yes,1.392665,3.0,Sometimes,no,2.151905,no,1.166064,0.680746,Sometimes,Public_Transportation,Obesity_Type_II 2099,Male,24.443011,1.859056,121.639178,yes,yes,2.328469,2.658837,Sometimes,no,2.48707,no,0.742113,0.0,Sometimes,Automobile,Obesity_Type_II 2100,Female,41.0,1.7,76.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Automobile,Overweight_Level_I 2101,Female,20.530998,1.642392,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.603549,no,0.0,0.746651,Sometimes,Public_Transportation,Obesity_Type_III 2102,Male,22.362877,1.872517,121.82962,yes,yes,2.739,2.658837,Sometimes,no,1.796257,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2103,Male,25.836055,1.788459,114.133149,yes,yes,2.762325,3.0,Sometimes,no,2.109858,no,1.306476,0.150969,Sometimes,Public_Transportation,Obesity_Type_II 2104,Male,22.0,1.69,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 2105,Female,26.0,1.640745,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 2106,Female,20.901393,1.730333,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.101236,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 2107,Female,26.0,1.633887,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.357581,Sometimes,Public_Transportation,Obesity_Type_III 2108,Male,23.0,1.780846,80.0,yes,yes,2.81646,1.9154,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 2109,Male,21.0,1.66,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2110,Female,26.0,1.624099,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.393838,Sometimes,Public_Transportation,Obesity_Type_III 2111,Male,23.0,1.65,65.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2112,Male,24.0,1.83,84.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 2113,Female,19.0,1.62,65.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2114,Male,17.0,1.72,84.0,no,yes,3.0,3.0,Frequently,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 2115,Male,22.889099,1.731389,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 2116,Female,20.820455,1.549748,62.903938,no,yes,2.0,3.0,Sometimes,no,1.961704,yes,0.281876,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2117,Female,19.223259,1.633316,45.0,no,yes,3.0,3.0,Frequently,no,2.319912,no,1.295697,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2118,Male,33.749594,1.699793,103.026858,yes,yes,2.76802,2.964024,Sometimes,no,1.0,no,1.989316,0.0,no,Public_Transportation,Obesity_Type_II 2119,Male,33.270448,1.713348,84.75383,yes,yes,2.0,3.0,Sometimes,no,1.880967,no,0.0,0.178301,no,Automobile,Overweight_Level_II 2120,Male,16.30687,1.8002,50.0,no,yes,1.397468,3.654061,Sometimes,no,1.636326,no,0.784216,0.639894,Sometimes,Public_Transportation,Insufficient_Weight 2121,Male,25.472995,1.818848,88.138777,yes,yes,2.0,1.152521,Sometimes,no,1.279756,no,1.0,0.481357,Sometimes,Public_Transportation,Overweight_Level_II 2122,Male,20.0,1.7,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 2123,Male,24.149036,1.783953,120.805715,yes,yes,2.918113,3.0,Sometimes,no,2.32502,no,0.647632,0.648522,Sometimes,Public_Transportation,Obesity_Type_II 2124,Male,23.0,1.657221,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2125,Female,18.0,1.72,52.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2126,Male,27.0,1.7,84.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 2127,Female,23.0,1.65,59.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 2128,Female,19.0,1.56,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2129,Female,22.720449,1.605662,82.480214,yes,yes,2.568063,1.0,Sometimes,no,2.480277,no,2.0,1.382995,Sometimes,Public_Transportation,Obesity_Type_I 2130,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 2131,Male,23.0,1.792435,119.956651,yes,yes,2.938616,3.0,Sometimes,no,2.054072,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2132,Male,26.774115,1.756509,112.287678,yes,yes,1.397468,3.0,Sometimes,no,2.067741,no,0.876101,0.692343,Sometimes,Automobile,Obesity_Type_II 2133,Male,34.576714,1.717037,83.350366,yes,yes,2.0,1.546665,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 2134,Male,33.0,1.708539,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 2135,Female,18.166318,1.528011,41.403862,no,yes,2.967853,1.0,Sometimes,no,1.990788,no,0.121585,0.0,no,Public_Transportation,Insufficient_Weight 2136,Female,26.0,1.622701,103.026858,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 2137,Female,20.0,1.52,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2138,Male,19.0,1.78,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2139,Male,25.653233,1.787052,114.133149,yes,yes,2.497548,3.0,Sometimes,no,2.140792,no,0.79677,1.258881,Sometimes,Public_Transportation,Obesity_Type_II 2140,Male,18.0,1.691206,51.592225,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.520407,1.560402,no,Public_Transportation,Insufficient_Weight 2141,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 2142,Male,21.0,1.79,78.0,yes,no,1.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 2143,Male,19.0,1.78,64.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2144,Male,17.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 2145,Male,23.0,1.62,58.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2146,Male,23.0,1.68,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.92635,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2147,Female,26.0,1.641132,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 2148,Female,19.349258,1.540375,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.478676,Sometimes,Public_Transportation,Insufficient_Weight 2149,Female,21.0,1.48,60.0,no,no,2.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,no,Public_Transportation,Overweight_Level_II 2150,Female,19.0,1.8,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2151,Male,31.793937,1.838266,91.798103,yes,yes,2.104772,2.753418,Sometimes,yes,2.491457,no,0.706287,0.0,Sometimes,Automobile,Overweight_Level_II 2152,Male,23.0,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.658894,1.772463,Sometimes,Public_Transportation,Overweight_Level_I 2153,Female,26.0,1.611452,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.029728,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 2154,Male,34.288249,1.74285,83.001642,yes,yes,2.0,1.873484,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 2155,Female,25.966504,1.621231,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.0,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 2156,Male,22.524036,1.849003,121.414744,yes,yes,2.739,2.595126,Sometimes,no,2.054072,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2157,Male,17.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2158,Female,23.426036,1.638075,132.527011,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,1.264616,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 2159,Female,21.962426,1.633794,68.818893,yes,yes,2.959658,3.0,Sometimes,no,1.0,no,0.083675,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2160,Female,33.789301,1.6811,77.965532,yes,yes,2.813775,2.10601,Sometimes,no,1.639202,no,0.978815,0.0,no,Automobile,Overweight_Level_II 2161,Female,22.549208,1.617469,93.890682,yes,yes,2.0,2.809716,Sometimes,no,2.0,no,0.0,1.36595,no,Public_Transportation,Obesity_Type_I 2162,Male,25.058566,1.819296,117.398976,yes,yes,2.927409,3.0,Sometimes,no,2.0,no,0.966973,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 2163,Female,25.0,1.57,55.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 2164,Male,21.378039,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.721646,1.157466,no,Public_Transportation,Overweight_Level_II 2165,Female,18.741188,1.748524,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.950374,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 2166,Female,22.0,1.67,62.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 2167,Female,25.895546,1.592529,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.029728,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 2168,Male,25.0,1.78,98.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2169,Male,28.363149,1.77558,117.29188,yes,yes,2.923433,3.0,Sometimes,no,1.873591,no,0.979701,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 2170,Female,23.0,1.53,42.0,no,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 2171,Female,18.0,1.653751,82.0,yes,yes,2.0,1.0,Sometimes,no,1.771198,no,0.980113,0.0,no,Public_Transportation,Obesity_Type_I 2172,Female,27.0,1.7,73.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 2173,Male,22.857123,1.849307,121.658729,yes,yes,3.0,2.395785,Sometimes,no,1.491268,no,0.665439,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2174,Male,25.659092,1.787195,115.627554,yes,yes,1.735664,3.0,Sometimes,no,2.002194,no,1.04268,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 2175,Male,23.501249,1.698049,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.652736,1.443212,no,Public_Transportation,Obesity_Type_I 2176,Male,18.0,1.783914,108.9606,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.609773,no,Public_Transportation,Obesity_Type_I 2177,Male,21.052894,1.650189,101.038263,yes,yes,2.826036,1.154318,Sometimes,no,1.11184,no,1.094839,0.0,no,Public_Transportation,Obesity_Type_II 2178,Female,20.0,1.55,50.0,yes,yes,3.0,4.0,Sometimes,no,1.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 2179,Female,26.0,1.641098,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 2180,Female,21.0,1.6,58.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2181,Male,30.607546,1.699354,100.684487,yes,yes,2.869833,3.0,Sometimes,no,1.0,no,1.079524,0.630866,no,Public_Transportation,Obesity_Type_II 2182,Male,25.540865,1.819296,118.332966,yes,yes,2.252472,3.0,Sometimes,no,2.0,no,1.98448,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 2183,Female,18.0,1.72,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 2184,Female,34.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 2185,Female,19.773303,1.65,77.390983,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.02112,0.071028,no,Public_Transportation,Overweight_Level_II 2186,Female,22.815416,1.607182,82.694689,yes,yes,2.945967,3.0,Sometimes,no,2.078297,no,1.172641,0.586035,Sometimes,Public_Transportation,Obesity_Type_I 2187,Male,26.774115,1.823755,119.117122,yes,yes,2.9673,3.0,Sometimes,no,2.715856,no,0.946763,0.831412,Sometimes,Public_Transportation,Obesity_Type_II 2188,Female,18.0,1.70165,50.157707,yes,yes,1.064162,3.0,Sometimes,no,2.0,no,0.833976,1.82753,Sometimes,Public_Transportation,Insufficient_Weight 2189,Female,18.976968,1.759091,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.456933,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 2190,Female,26.0,1.643332,111.169678,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 2191,Female,20.720639,1.796814,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,1.68249,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 2192,Male,22.988004,1.577115,70.0,no,yes,2.0,1.082304,no,no,2.0,no,0.228753,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2193,Female,19.0,1.6,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2194,Female,21.0,1.65,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2195,Male,46.491859,1.75,119.117122,yes,yes,2.33361,3.0,Sometimes,no,2.077704,no,0.691369,0.0,Sometimes,Automobile,Obesity_Type_II 2196,Male,17.971786,1.754441,85.002884,yes,yes,2.765769,3.715118,Sometimes,no,2.845134,no,1.0,0.42683,Sometimes,Public_Transportation,Overweight_Level_I 2197,Female,25.765628,1.643892,110.818757,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.000454,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 2198,Female,16.129279,1.592316,44.096062,no,yes,2.596579,3.0,Sometimes,no,2.657303,yes,1.190465,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2199,Male,26.740655,1.81955,120.975489,yes,yes,2.111887,3.0,Sometimes,no,3.0,no,1.917014,0.0,Sometimes,Automobile,Obesity_Type_II 2200,Male,17.758315,1.725587,85.770013,yes,yes,2.0,3.0,Sometimes,no,1.413218,no,2.242754,0.416534,Sometimes,Public_Transportation,Overweight_Level_II 2201,Female,26.0,1.62439,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 2202,Male,23.0,1.74,52.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2203,Male,30.710511,1.802871,120.921535,yes,yes,2.902469,3.0,Sometimes,no,1.554925,no,0.647632,0.67321,no,Automobile,Obesity_Type_II 2204,Male,23.828753,1.766547,119.441207,yes,yes,2.938801,3.0,Sometimes,no,2.028368,no,0.946763,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2205,Female,19.0,1.605469,45.0,no,yes,3.0,3.0,Sometimes,no,2.746197,yes,1.417228,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2206,Male,21.0,1.75,72.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2207,Male,29.981494,1.782067,89.993812,yes,yes,2.036613,3.0,Sometimes,no,2.041462,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2208,Male,28.255199,1.773664,116.160329,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.664722,0.933802,Sometimes,Public_Transportation,Obesity_Type_II 2209,Male,18.0,1.739293,51.598593,yes,yes,2.0,3.0,Sometimes,no,1.970622,no,1.076729,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2210,Male,18.0,1.74,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2211,Female,26.0,1.649439,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 2212,Female,25.966504,1.633442,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 2213,Male,21.001969,1.722396,78.370039,yes,no,1.570089,3.0,Sometimes,no,1.225958,no,1.582428,1.441605,no,Public_Transportation,Overweight_Level_II 2214,Female,26.0,1.62439,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 2215,Male,18.0,1.759721,86.0805,yes,yes,2.882522,3.0,Sometimes,no,2.452986,no,1.0,0.0026,Sometimes,Public_Transportation,Overweight_Level_I 2216,Male,45.0,1.7,86.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 2217,Female,26.0,1.635905,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 2218,Male,22.977357,1.849425,121.421121,yes,yes,3.0,2.547086,Sometimes,no,2.001208,no,0.954459,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2219,Female,20.0,1.59,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2220,Male,18.0,1.811738,58.854416,yes,yes,2.619987,3.737914,Sometimes,no,1.859089,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 2221,Female,19.47219,1.532322,42.069992,no,yes,3.0,3.0,Sometimes,no,1.319437,no,1.060349,0.953841,Sometimes,Public_Transportation,Insufficient_Weight 2222,Male,37.186795,1.836669,121.889803,yes,yes,2.911312,3.0,Sometimes,no,1.353167,no,0.946763,0.0,Sometimes,Automobile,Obesity_Type_II 2223,Male,18.0,1.7,86.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2224,Female,19.0,1.755938,49.804245,no,yes,2.720701,3.263201,Sometimes,no,1.002292,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2225,Female,39.214514,1.561109,76.597713,yes,yes,2.371338,3.0,Sometimes,no,1.337378,no,0.893362,0.560887,Sometimes,Automobile,Obesity_Type_I 2226,Female,37.218161,1.652202,80.993373,yes,yes,2.0,2.9948,Sometimes,no,1.028538,no,0.0,0.797215,no,Automobile,Overweight_Level_II 2227,Female,22.596576,1.650052,87.676154,yes,yes,2.87599,1.0,Sometimes,no,2.777712,no,1.103209,1.0,no,Public_Transportation,Obesity_Type_I 2228,Male,18.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2229,Male,27.558801,1.848845,120.775439,yes,yes,2.0,3.0,Sometimes,no,2.530035,no,0.926201,1.0,Sometimes,Public_Transportation,Obesity_Type_II 2230,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2231,Male,19.0,1.85,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 2232,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 2233,Male,25.492855,1.824901,113.372851,yes,yes,1.397468,3.0,Sometimes,no,2.0,no,0.324913,0.62535,Sometimes,Public_Transportation,Obesity_Type_II 2234,Male,21.0,1.6,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 2235,Male,21.962426,1.716308,96.940255,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 2236,Female,21.571288,1.600914,68.058902,yes,yes,1.906194,3.0,Sometimes,no,2.616285,no,0.943058,1.980875,Sometimes,Public_Transportation,Overweight_Level_I 2237,Female,21.501721,1.748524,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.46046,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 2238,Male,18.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 2239,Female,18.0,1.737165,50.0,no,yes,1.031149,3.0,Sometimes,no,1.0,no,1.951027,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2240,Female,22.89974,1.698346,75.142858,yes,yes,2.0,1.625942,Sometimes,no,2.453384,no,0.94224,1.690102,Sometimes,Public_Transportation,Overweight_Level_I 2241,Male,21.976582,1.671852,80.986496,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.923428,0.908271,no,Public_Transportation,Overweight_Level_II 2242,Male,28.986237,1.755926,113.069667,yes,yes,2.121909,3.0,Sometimes,no,1.650612,no,1.392026,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2243,Male,23.0,1.6,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.80873,0.0,no,Public_Transportation,Overweight_Level_I 2244,Female,22.851773,1.616366,82.005809,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.312254,2.0,no,Public_Transportation,Obesity_Type_I 2245,Female,26.0,1.627812,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.33929,Sometimes,Public_Transportation,Obesity_Type_III 2246,Male,17.823438,1.721854,53.699561,yes,yes,2.482575,3.34175,Sometimes,no,2.0,no,1.066241,2.0,no,Automobile,Insufficient_Weight 2247,Female,38.12631,1.556789,77.13322,yes,yes,2.540949,3.0,Sometimes,no,1.701835,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2248,Female,21.0,1.52,44.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2249,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 2250,Male,18.0,1.72,70.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 2251,Female,21.0,1.65,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 2252,Female,25.15462,1.73581,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 2253,Male,18.0,1.76,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2254,Female,26.0,1.641784,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 2255,Female,22.329041,1.594776,44.316254,no,yes,3.0,3.0,Frequently,no,2.011023,no,1.399183,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2256,Female,22.693989,1.652971,73.513873,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2257,Female,25.816445,1.668649,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.290979,no,0.162083,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 2258,Male,29.0,1.65,80.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_II 2259,Female,23.0,1.68,63.0,no,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2260,Female,26.0,1.643332,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 2261,Female,33.722449,1.643786,77.224574,yes,yes,3.0,2.920373,Sometimes,no,1.0,no,1.684582,0.0,Sometimes,Automobile,Obesity_Type_I 2262,Female,23.0,1.59,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 2263,Female,25.696073,1.618573,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.347559,no,0.217455,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 2264,Male,26.899886,1.75,118.560509,yes,yes,2.341999,3.0,Sometimes,no,2.155558,no,0.647632,0.0,Sometimes,Automobile,Obesity_Type_II 2265,Male,27.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2266,Male,23.806789,1.754218,117.384745,yes,yes,1.617093,3.0,Sometimes,no,2.0,no,1.818052,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 2267,Female,26.0,1.641918,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_III 2268,Female,26.0,1.629191,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 2269,Male,30.722801,1.763847,120.209711,yes,yes,2.913452,3.0,Sometimes,no,2.640539,no,0.665439,0.0,Sometimes,Automobile,Obesity_Type_II 2270,Female,19.97981,1.757961,49.699672,no,yes,1.69427,3.266644,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2271,Female,24.0,1.5,63.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 2272,Female,19.633898,1.486484,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2273,Female,21.001969,1.76416,132.145549,yes,yes,3.0,3.0,Sometimes,no,1.824561,no,1.546179,0.081929,Sometimes,Public_Transportation,Obesity_Type_III 2274,Male,22.087389,1.791415,105.055686,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.001086,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2275,Female,26.0,1.622241,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 2276,Female,20.0,1.6,65.0,no,yes,2.0,3.0,Frequently,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2277,Female,21.0,1.61,61.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2278,Male,19.0,1.62,69.0,no,no,2.0,1.0,no,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2279,Female,21.962426,1.696336,75.0,yes,yes,2.984425,3.0,Sometimes,no,2.825629,no,0.92635,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2280,Female,23.0,1.65,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2281,Female,18.0,1.65,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2282,Female,30.0,1.65,60.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2283,Male,18.0,1.65,79.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2284,Male,33.55336,1.741393,83.414072,yes,yes,2.0,2.844138,Sometimes,no,1.726109,no,0.614466,0.0,Sometimes,Automobile,Overweight_Level_II 2285,Male,23.0,1.9,95.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,1.0,Frequently,Walking,Obesity_Type_I 2286,Female,20.254534,1.534385,41.324558,no,yes,2.88853,1.0,Frequently,no,1.0,no,0.0,0.575969,Sometimes,Public_Transportation,Insufficient_Weight 2287,Female,29.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 2288,Female,21.0,1.55,50.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2289,Male,22.025438,1.873368,92.69551,yes,yes,2.0,1.0,Sometimes,no,2.737353,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2290,Male,22.637018,1.76071,118.668332,yes,yes,2.407817,2.965494,Sometimes,no,2.154326,no,1.078074,0.646514,Sometimes,Public_Transportation,Obesity_Type_II 2291,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2292,Female,21.572114,1.751046,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.924956,no,1.427037,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 2293,Male,34.389679,1.814696,96.875502,yes,yes,2.0,3.96981,Sometimes,no,2.406541,no,1.974656,0.894678,no,Automobile,Overweight_Level_II 2294,Female,21.0,1.68,75.0,yes,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2295,Male,22.0,1.6,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2296,Male,26.945139,1.773259,118.154345,yes,yes,2.18354,3.0,Sometimes,no,2.277937,no,0.68183,1.807465,Sometimes,Automobile,Obesity_Type_II 2297,Male,33.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 2298,Male,17.039058,1.80671,59.243506,yes,yes,3.0,4.0,Sometimes,no,2.651258,no,2.697949,1.0,no,Automobile,Insufficient_Weight 2299,Female,22.549208,1.657221,65.261277,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.233056,0.0,no,Public_Transportation,Overweight_Level_I 2300,Male,31.0,1.75,125.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2301,Female,18.0,1.6,60.0,yes,yes,2.0,3.0,Always,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2302,Male,24.565628,1.729996,84.49798,yes,yes,2.058687,2.962004,Sometimes,no,2.005194,no,2.0,0.555967,no,Public_Transportation,Overweight_Level_II 2303,Male,31.62638,1.829239,91.363293,yes,yes,2.0,3.0,Sometimes,no,2.106861,no,0.0,0.901071,Sometimes,Automobile,Overweight_Level_I 2304,Female,27.0,1.65,74.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Motorbike,Overweight_Level_I 2305,Male,26.0,1.76,90.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 2306,Female,25.920738,1.602025,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.456581,no,0.139159,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 2307,Female,18.94093,1.633491,50.0,no,yes,1.906194,3.378859,Sometimes,no,1.0,no,0.998039,0.890213,Sometimes,Public_Transportation,Insufficient_Weight 2308,Female,24.0,1.63,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2309,Male,18.0,1.76,56.0,yes,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2310,Female,26.0,1.633442,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 2311,Male,31.346845,1.828391,120.589419,yes,yes,2.9673,3.0,Sometimes,no,2.316069,no,1.04268,0.357314,Sometimes,Automobile,Obesity_Type_II 2312,Female,20.0,1.62,88.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2313,Female,25.96773,1.640606,102.872505,yes,yes,3.0,3.0,Sometimes,no,1.619305,no,0.110174,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 2314,Male,17.997009,1.721854,84.064875,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.742423,no,Public_Transportation,Overweight_Level_II 2315,Female,23.0,1.54,50.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2316,Male,29.633715,1.829529,87.656029,no,yes,2.934671,3.0,Sometimes,no,1.94609,yes,0.935217,0.965464,no,Automobile,Overweight_Level_I 2317,Male,18.014333,1.760029,112.10074,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.696948,Sometimes,Public_Transportation,Obesity_Type_I 2318,Female,17.0,1.6,59.0,no,yes,1.0,4.0,Frequently,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 2319,Male,18.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2320,Female,26.0,1.640125,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 2321,Male,22.052152,1.782756,89.991671,yes,yes,1.851262,2.658639,Sometimes,no,2.0,no,0.851059,0.652289,Sometimes,Public_Transportation,Overweight_Level_I 2322,Male,21.052016,1.771837,89.991671,yes,yes,1.851262,3.0,Sometimes,no,2.0,no,0.0,0.133566,Sometimes,Public_Transportation,Overweight_Level_I 2323,Male,32.0,1.72,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2324,Female,21.0,1.63,63.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 2325,Female,18.0,1.65,55.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 2326,Male,22.944349,1.696336,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.228136,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2327,Female,25.951979,1.669039,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.092326,no,0.043101,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 2328,Female,37.356288,1.529223,69.743323,yes,no,2.0,3.0,Sometimes,no,1.873591,no,0.0,0.203978,Sometimes,Automobile,Overweight_Level_II 2329,Female,37.936044,1.593847,62.417228,yes,yes,2.746408,1.105617,Sometimes,no,2.766674,no,0.899864,0.0,Sometimes,Automobile,Obesity_Type_I 2330,Female,18.312665,1.736276,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.52184,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 2331,Male,32.0,1.9,63.0,no,no,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Frequently,Walking,Overweight_Level_I 2332,Female,18.367481,1.7425,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.888067,no,1.92628,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 2333,Male,23.0,1.78,105.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 2334,Male,22.926352,1.777251,106.452367,yes,yes,2.0,3.0,Sometimes,no,2.777379,no,1.911096,0.062167,Sometimes,Public_Transportation,Obesity_Type_I 2335,Female,26.0,1.624576,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 2336,Female,26.0,1.640606,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 2337,Male,30.551762,1.694642,101.482054,yes,yes,2.919526,2.13229,Sometimes,no,2.0,no,0.245354,1.0,no,Automobile,Obesity_Type_I 2338,Female,18.0,1.62,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 2339,Male,17.0,1.84,64.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 2340,Male,22.675679,1.769499,96.192662,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.978043,Sometimes,Public_Transportation,Overweight_Level_II 2341,Female,26.0,1.632983,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 2342,Male,22.0,1.8,89.8,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2343,Male,19.0,1.62,69.463458,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2344,Male,18.0,1.84629,53.620604,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2345,Female,21.680123,1.807576,152.567671,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.999836,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 2346,Female,18.0,1.6,52.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 2347,Female,16.0,1.78,50.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 2348,Female,17.0,1.6,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,no,Automobile,Normal_Weight 2349,Female,24.0,1.56,48.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2350,Female,21.837058,1.740108,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,1.977918,0.890626,Sometimes,Public_Transportation,Obesity_Type_III 2351,Female,23.0,1.63,70.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2352,Male,33.55336,1.699793,83.520113,yes,yes,2.0,1.851088,Sometimes,no,1.660614,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 2353,Female,25.994949,1.643017,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.566629,no,1.637368,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 2354,Female,26.0,1.632193,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 2355,Male,55.0,1.68,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 2356,Male,35.0,1.7,80.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 2357,Female,21.0,1.54,47.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2358,Male,24.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 2359,Female,25.968792,1.642098,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.682594,Sometimes,Public_Transportation,Obesity_Type_III 2360,Female,25.982261,1.614484,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.204055,no,0.01586,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 2361,Male,19.334585,1.771915,54.877111,yes,yes,2.0,3.0,Sometimes,no,2.00876,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2362,Male,32.867331,1.756774,103.705418,yes,yes,2.79166,1.0,Sometimes,no,1.0,no,1.866023,0.0,no,Public_Transportation,Obesity_Type_II 2363,Female,21.704699,1.749405,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.680844,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 2364,Male,23.0,1.65,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2365,Male,28.712995,1.766975,112.555456,yes,yes,2.766612,3.0,Sometimes,no,2.081121,no,0.769709,1.443212,Sometimes,Automobile,Obesity_Type_II 2366,Female,26.0,1.622771,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 2367,Female,21.587743,1.755476,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.501647,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 2368,Female,17.888073,1.717775,50.0,no,yes,2.108638,3.0,Sometimes,no,1.0,no,0.753782,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2369,Female,26.0,1.634894,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 2370,Female,26.0,1.654784,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 2371,Female,20.744839,1.748524,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.859089,no,1.427413,0.844004,Sometimes,Public_Transportation,Obesity_Type_III 2372,Male,27.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 2373,Male,21.0,1.82,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Motorbike,Normal_Weight 2374,Male,25.113537,1.84342,121.471077,yes,yes,3.0,2.992903,Sometimes,no,2.562002,no,0.094851,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2375,Female,19.0,1.600914,68.77185,no,yes,1.4925,1.989398,Sometimes,no,2.136159,no,0.874643,0.568668,Sometimes,Public_Transportation,Overweight_Level_I 2376,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.39174,Sometimes,Public_Transportation,Obesity_Type_III 2377,Male,19.0,1.7,80.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2378,Male,38.297259,1.768235,86.002736,yes,yes,2.293705,2.877583,Sometimes,no,2.497065,no,0.0,0.0,no,Automobile,Overweight_Level_II 2379,Female,20.0,1.72,66.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2380,Male,22.276969,1.754956,95.419668,yes,yes,2.0,1.894384,Sometimes,no,2.364208,no,1.078719,1.967259,no,Public_Transportation,Obesity_Type_I 2381,Female,21.0,1.67,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 2382,Male,17.486869,1.714508,95.963628,yes,yes,2.490507,3.765526,Sometimes,no,1.970622,no,0.973465,2.0,Sometimes,Public_Transportation,Overweight_Level_II 2383,Male,21.0,1.634688,68.77185,yes,yes,1.849347,3.240578,Sometimes,no,1.911664,no,0.827502,0.128681,Sometimes,Public_Transportation,Overweight_Level_I 2384,Male,17.758315,1.836007,86.963628,yes,yes,2.4277,3.715148,Sometimes,no,2.0,no,0.0,0.947884,no,Automobile,Overweight_Level_I 2385,Male,21.837058,1.721348,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.554323,1.980875,no,Public_Transportation,Overweight_Level_I 2386,Female,18.314593,1.746061,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.425712,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 2387,Male,18.0,1.65,70.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2388,Female,27.0,1.5,62.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 2389,Female,26.0,1.639251,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 2390,Male,30.200946,1.788239,112.740797,yes,yes,2.117121,3.0,Sometimes,no,2.049079,no,0.0,1.108145,Sometimes,Automobile,Obesity_Type_II 2391,Female,19.858973,1.638075,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,0.827502,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2392,Female,25.998646,1.739991,113.235538,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.00342,0.261793,Sometimes,Public_Transportation,Obesity_Type_III 2393,Female,30.958957,1.550053,63.999778,yes,yes,2.615788,3.985442,Sometimes,no,2.497065,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 2394,Male,31.783524,1.75,120.0,yes,yes,2.95801,3.0,Sometimes,no,2.318134,no,1.392026,0.754023,Sometimes,Automobile,Obesity_Type_II 2395,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 2396,Male,21.0,1.71,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2397,Female,27.0,1.53,65.0,yes,yes,3.0,1.0,Sometimes,yes,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 2398,Female,18.0,1.58,68.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2399,Female,19.0,1.62,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2400,Male,23.0,1.841989,89.993812,yes,yes,1.899116,2.993856,Sometimes,no,1.549931,no,0.753782,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2401,Male,17.0,1.69,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2402,Female,22.99368,1.752531,54.877111,yes,yes,3.0,3.0,Frequently,no,2.004126,no,2.0,0.480813,no,Public_Transportation,Insufficient_Weight 2403,Female,20.0,1.7,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2404,Female,19.035557,1.663341,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.4164,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 2405,Male,17.491272,1.7,84.210535,yes,no,2.85916,3.0,Sometimes,no,2.0,no,3.0,0.786066,Sometimes,Public_Transportation,Overweight_Level_II 2406,Female,26.0,1.623812,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 2407,Female,26.0,1.62414,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 2408,Male,25.139466,1.764484,117.75701,yes,yes,1.537505,3.0,Sometimes,no,1.170515,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2409,Female,21.0,1.55,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 2410,Female,19.035557,1.639251,42.0,no,yes,2.642744,1.273128,Frequently,no,1.911379,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2411,Male,38.644441,1.755938,117.849351,yes,yes,2.0,2.993856,Sometimes,no,1.868349,no,0.885633,0.0,Sometimes,Automobile,Obesity_Type_II 2412,Male,17.412629,1.870931,57.145917,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2413,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2414,Female,18.836315,1.751631,56.265959,no,yes,3.0,3.821168,Sometimes,no,2.212296,no,2.0,1.306,Sometimes,Public_Transportation,Insufficient_Weight 2415,Male,22.0,1.72,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 2416,Male,21.709159,1.71367,82.0,yes,yes,1.99953,3.0,Sometimes,no,2.0,no,2.834373,1.152899,Sometimes,Public_Transportation,Overweight_Level_II 2417,Male,19.0,1.69,64.0,no,yes,2.0,4.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 2418,Male,29.216019,1.675054,108.395005,yes,yes,2.0,2.625475,Sometimes,no,1.893691,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 2419,Female,26.0,1.62495,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 2420,Male,18.0,1.74,64.4,no,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2421,Female,25.968792,1.644053,88.119139,yes,yes,2.85916,1.00061,Sometimes,no,1.24818,no,0.063383,1.482016,Sometimes,Public_Transportation,Obesity_Type_I 2422,Male,21.0,1.71,98.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2423,Female,22.038327,1.711467,51.965521,yes,yes,2.880161,3.0,Frequently,no,1.031354,no,2.206738,1.206251,no,Public_Transportation,Insufficient_Weight 2424,Male,33.700749,1.67231,103.706181,yes,yes,2.79166,2.943307,Sometimes,no,1.0,no,1.967973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2425,Female,20.700876,1.753266,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.48372,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 2426,Male,32.0,1.93,102.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2427,Male,25.058566,1.770126,115.828167,yes,yes,2.19331,3.0,Sometimes,no,2.002194,no,1.592795,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 2428,Female,24.0,1.63,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 2429,Female,19.0,1.58,53.0,yes,yes,1.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2430,Male,14.0,1.83,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2431,Male,19.0,1.75,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 2432,Male,23.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 2433,Female,23.0,1.58,63.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2434,Male,37.005026,1.793174,118.165082,yes,yes,2.002076,3.0,Sometimes,no,2.338373,no,0.897562,0.0,Sometimes,Automobile,Obesity_Type_II 2435,Female,21.0,1.5,58.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Automobile,Normal_Weight 2436,Female,26.0,1.641098,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 2437,Male,21.142432,1.64037,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.82666,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2438,Female,21.721507,1.741193,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.248034,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 2439,Female,22.980957,1.62456,82.528575,yes,yes,2.0,1.81698,Sometimes,no,2.715856,no,0.268801,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2440,Male,19.86997,1.80733,82.412665,yes,yes,1.140466,3.21043,Sometimes,no,2.770732,no,0.863158,0.966181,Sometimes,Public_Transportation,Overweight_Level_I 2441,Female,16.30687,1.633887,45.0,no,yes,3.0,3.0,Sometimes,no,2.306821,no,2.0,0.220029,Sometimes,Public_Transportation,Insufficient_Weight 2442,Male,23.0,1.75,76.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Walking,Normal_Weight 2443,Male,23.365041,1.774644,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.627569,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2444,Male,29.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 2445,Male,19.0,1.69,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2446,Female,19.0,1.675953,79.544998,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.809745,1.690102,Frequently,Public_Transportation,Overweight_Level_II 2447,Male,17.0,1.68,85.5,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2448,Male,21.0,1.751067,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.593704,Sometimes,Public_Transportation,Insufficient_Weight 2449,Female,17.0,1.6,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2450,Male,27.635029,1.774576,119.434645,yes,yes,2.948425,3.0,Sometimes,no,2.535127,no,0.390937,1.74992,Sometimes,Automobile,Obesity_Type_II 2451,Male,29.687488,1.769269,129.679131,yes,yes,2.568063,3.0,Sometimes,no,1.949308,no,1.856119,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2452,Female,26.0,1.632896,111.93101,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 2453,Male,25.314589,1.739354,117.75701,yes,yes,2.002784,2.842848,Sometimes,no,1.855054,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2454,Male,17.402028,1.7108,51.437985,yes,yes,2.18354,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2455,Male,27.931432,1.75,119.087557,yes,yes,2.425503,3.0,Sometimes,no,2.017602,no,1.593183,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 2456,Female,21.0,1.55,56.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 2457,Female,21.016849,1.744319,131.572791,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.689525,0.093941,Sometimes,Public_Transportation,Obesity_Type_III 2458,Female,26.0,1.633195,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 2459,Male,26.490926,1.84995,120.794535,yes,yes,2.57649,3.0,Sometimes,no,2.874336,no,0.545931,0.469735,Sometimes,Public_Transportation,Obesity_Type_II 2460,Male,31.034092,1.69151,82.595793,yes,yes,2.722161,2.993623,Sometimes,no,1.175714,no,1.488843,1.916291,Sometimes,Automobile,Overweight_Level_II 2461,Male,18.0,1.745528,108.204547,yes,yes,2.0,1.250548,Sometimes,no,2.843777,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2462,Male,25.314163,1.779049,115.347176,yes,yes,1.585183,3.0,Sometimes,no,2.078297,no,1.583832,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 2463,Male,18.0,1.75,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2464,Male,25.047945,1.759324,112.555456,yes,yes,1.368978,3.0,Sometimes,no,2.111908,no,0.0,1.673584,Sometimes,Automobile,Obesity_Type_II 2465,Female,25.919241,1.626503,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,0.943058,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 2466,Female,21.0,1.61,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2467,Male,23.0,1.7,82.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 2468,Male,31.194458,1.868127,120.699119,yes,yes,2.927409,3.0,Sometimes,no,2.519841,no,1.612741,0.0,no,Public_Transportation,Obesity_Type_II 2469,Male,19.97166,1.844751,87.668828,no,yes,2.0,2.272214,Sometimes,no,2.482294,no,2.000088,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2470,Male,21.838323,1.7,75.057177,yes,yes,2.0,3.566082,Sometimes,no,1.81786,no,2.685087,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2471,Female,18.0,1.6,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 2472,Female,26.0,1.62439,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 2473,Male,37.955371,1.611434,103.250355,yes,yes,2.0,2.920373,Sometimes,no,1.0,no,0.098043,0.0,Sometimes,Automobile,Obesity_Type_I 2474,Female,21.582371,1.748524,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,1.68249,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 2475,Male,21.635977,1.739354,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.58483,Sometimes,Public_Transportation,Overweight_Level_I 2476,Male,26.0,1.62,69.0,no,no,2.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 2477,Female,19.434709,1.627812,82.0,yes,yes,2.0,3.0,Sometimes,no,1.362583,no,0.0,1.554404,Sometimes,Public_Transportation,Obesity_Type_I 2478,Female,25.140074,1.608283,104.846218,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.264628,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 2479,Male,21.0,1.75,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 2480,Female,25.982113,1.640824,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.652327,no,0.098043,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 2481,Male,19.816949,1.7,78.721696,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.228753,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2482,Female,18.907514,1.746529,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.003563,no,1.541072,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 2483,Male,30.711381,1.695347,102.583895,yes,yes,2.0,2.658837,Sometimes,no,1.0,no,0.432973,1.119877,no,Public_Transportation,Obesity_Type_II 2484,Male,20.0,1.8,105.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2485,Female,26.0,1.633442,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 2486,Female,38.0,1.57,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2487,Female,39.593946,1.585547,80.0,yes,yes,2.0,3.0,Sometimes,no,1.020313,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2488,Male,30.242597,1.817231,120.919703,yes,yes,2.152264,3.0,Sometimes,no,2.565828,no,0.941424,1.073026,Sometimes,Public_Transportation,Obesity_Type_II 2489,Female,26.0,1.626449,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 2490,Male,21.0,1.78,105.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2491,Female,23.0,1.56,60.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 2492,Male,17.689057,1.717288,85.0,yes,yes,2.0,3.0,Sometimes,no,2.01051,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 2493,Male,18.0,1.79,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2494,Male,24.0,1.79,84.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 2495,Female,19.671876,1.814182,86.164317,yes,yes,2.576449,3.987707,Sometimes,no,2.642273,no,1.976341,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2496,Female,21.566815,1.748533,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.413239,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 2497,Male,24.201622,1.699667,99.199287,yes,yes,2.919526,1.193729,Sometimes,no,1.0,no,1.955992,0.0,no,Public_Transportation,Obesity_Type_II 2498,Male,23.474165,1.755967,117.398976,yes,yes,2.002796,2.879541,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2499,Male,25.486521,1.773664,116.160329,yes,yes,1.992889,3.0,Sometimes,no,2.0,no,0.463891,0.474216,Sometimes,Public_Transportation,Obesity_Type_II 2500,Female,21.687409,1.730182,78.073528,yes,yes,2.277436,1.630846,Sometimes,no,1.630528,no,0.998039,0.0,Sometimes,Public_Transportation,Overweight_Level_II 2501,Male,33.0,1.83,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 2502,Female,20.0,1.55,56.0,yes,no,2.0,4.0,Always,no,1.0,no,2.0,0.0,no,Automobile,Normal_Weight 2503,Male,23.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Automobile,Overweight_Level_I 2504,Male,22.815416,1.771837,105.696358,yes,yes,3.0,3.0,Sometimes,no,2.136398,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2505,Female,22.0,1.6,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_I 2506,Male,26.624342,1.751067,119.117122,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.090147,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2507,Female,26.0,1.654636,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 2508,Female,26.0,1.630379,105.800158,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 2509,Male,18.0,1.7,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2510,Male,23.0,1.77,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 2511,Female,16.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2512,Male,37.496175,1.753327,83.314157,yes,yes,2.0,2.997414,Sometimes,no,2.566629,no,0.987521,0.0,Sometimes,Automobile,Overweight_Level_I 2513,Male,33.0,1.7,83.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 2514,Male,18.10682,1.792435,96.710735,yes,yes,2.0,3.0,Sometimes,no,2.416213,no,1.0,0.261901,no,Public_Transportation,Obesity_Type_I 2515,Male,19.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2516,Female,26.0,1.683502,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 2517,Female,20.924956,1.746411,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.835771,no,1.46046,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 2518,Male,22.518787,1.829757,120.399758,yes,yes,2.945967,3.0,Sometimes,no,2.816015,no,1.814869,0.716327,Sometimes,Public_Transportation,Obesity_Type_II 2519,Male,17.729923,1.703098,75.920519,no,yes,2.0,3.986652,Sometimes,no,2.044694,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2520,Female,19.621545,1.64603,49.839685,no,no,2.948425,3.0,Sometimes,no,1.549931,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2521,Male,19.0,1.74,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2522,Female,22.0,1.67,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 2523,Female,19.407204,1.579561,42.089983,no,no,2.746408,1.0,Frequently,no,1.0,no,0.935217,0.0,no,Public_Transportation,Insufficient_Weight 2524,Female,26.0,1.66494,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.970622,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 2525,Female,20.871667,1.819296,151.278532,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,1.889937,0.715993,Sometimes,Public_Transportation,Obesity_Type_III 2526,Female,21.0,1.54,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2527,Male,20.47219,1.747056,85.637789,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.743005,0.378619,Sometimes,Public_Transportation,Overweight_Level_II 2528,Male,26.680376,1.842943,121.277832,yes,yes,3.0,3.0,Sometimes,no,2.640483,no,0.939881,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2529,Male,34.243146,1.681719,90.0,yes,yes,2.0,1.80993,Sometimes,no,2.530301,no,0.0,0.075823,Sometimes,Automobile,Overweight_Level_II 2530,Female,23.0,1.63,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2531,Female,21.680123,1.748584,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,1.68291,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 2532,Male,17.0,1.71,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 2533,Female,26.0,1.610436,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 2534,Male,18.0,1.75,115.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 2535,Female,26.0,1.640219,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 2536,Male,37.997912,1.742654,100.004418,yes,yes,2.872121,1.000414,Sometimes,no,1.000463,no,1.330519,0.0,no,Automobile,Obesity_Type_I 2537,Male,34.044229,1.75015,85.637789,yes,yes,2.14128,2.27374,Sometimes,no,2.151496,no,0.647632,0.999268,no,Automobile,Overweight_Level_II 2538,Female,47.283374,1.588046,77.473204,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 2539,Female,39.0,1.63,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2540,Female,21.0,1.6,70.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2541,Female,23.0,1.61,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_I 2542,Male,18.0,1.7,84.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 2543,Male,33.0,1.7,83.0,no,no,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 2544,Male,21.0,1.74,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2545,Female,25.959772,1.642098,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.204108,0.657221,Sometimes,Public_Transportation,Obesity_Type_III 2546,Female,22.975526,1.685045,51.457226,yes,yes,2.0,3.0,Frequently,no,1.204055,no,0.0,0.017225,no,Public_Transportation,Insufficient_Weight 2547,Female,25.920738,1.741014,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.069238,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 2548,Male,25.492855,1.770124,114.163921,yes,yes,1.626369,3.0,Sometimes,no,2.173279,no,0.152713,0.079334,Sometimes,Public_Transportation,Obesity_Type_II 2549,Male,21.0,1.718097,75.0,yes,yes,2.0,3.0,Sometimes,no,1.937674,no,0.973465,0.797215,Sometimes,Public_Transportation,Overweight_Level_I 2550,Male,21.0,1.64,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2551,Male,21.0,1.84,45.0,no,yes,3.0,3.0,Always,no,3.0,no,3.0,0.0,no,Automobile,Insufficient_Weight 2552,Female,25.919241,1.698914,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.692112,no,0.162083,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 2553,Female,41.403862,1.567973,81.056851,yes,yes,2.020502,1.0,Sometimes,no,1.513199,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2554,Female,20.0,1.63,61.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2555,Female,21.028989,1.741193,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.68291,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 2556,Male,40.466313,1.76569,112.579191,yes,yes,2.619987,3.0,Sometimes,no,2.106861,no,0.8554,0.0,Sometimes,Automobile,Obesity_Type_II 2557,Male,22.720449,1.703202,122.333425,yes,yes,2.177243,2.964024,Sometimes,no,1.0,no,1.333435,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2558,Male,24.825398,1.762389,118.332966,yes,yes,2.499626,3.0,Sometimes,no,2.028368,no,1.234483,0.838847,Sometimes,Public_Transportation,Obesity_Type_II 2559,Female,18.0,1.56,51.5,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 2560,Male,21.012542,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,0.978815,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2561,Female,18.0,1.704193,51.607091,no,yes,2.0,3.0,Sometimes,no,1.660614,no,0.742113,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2562,Male,30.605225,1.758382,112.10074,yes,yes,1.387489,3.0,Sometimes,no,2.0,no,0.0,1.578517,Sometimes,Automobile,Obesity_Type_II 2563,Male,21.0,1.75,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2564,Female,23.0,1.53,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2565,Female,16.834813,1.518917,55.822119,no,yes,1.853991,1.0,Sometimes,no,1.0,yes,0.167086,1.376597,Sometimes,Public_Transportation,Overweight_Level_I 2566,Male,21.929387,1.65,80.0,yes,yes,2.0,2.870005,Sometimes,no,2.0,no,2.359339,1.441605,no,Public_Transportation,Overweight_Level_II 2567,Female,18.335019,1.751046,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.444382,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 2568,Male,26.699317,1.755926,118.548733,yes,yes,2.939727,3.0,Sometimes,no,2.472903,no,0.704236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2569,Female,22.239836,1.726774,82.130728,yes,yes,1.757466,3.0,Sometimes,no,2.155926,no,0.336795,0.726118,Sometimes,Public_Transportation,Obesity_Type_I 2570,Female,25.908829,1.617817,109.959714,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.01586,0.73421,Sometimes,Public_Transportation,Obesity_Type_III 2571,Female,41.743333,1.722884,79.989789,yes,yes,2.09663,2.601675,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 2572,Male,19.0,1.67,67.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 2573,Male,23.0,1.729996,82.414477,yes,yes,2.273548,2.395785,Sometimes,no,1.544357,no,0.256323,1.544357,Sometimes,Public_Transportation,Overweight_Level_II 2574,Male,22.977357,1.856406,121.421121,yes,yes,2.654792,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2575,Male,21.016665,1.874519,106.421042,yes,yes,2.0,3.0,Sometimes,no,2.839069,no,3.0,1.415536,Sometimes,Public_Transportation,Obesity_Type_I 2576,Female,19.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 2577,Male,17.997009,1.710129,59.881316,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 2578,Female,20.438478,1.767485,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.48372,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 2579,Male,21.682636,1.701387,75.0,yes,yes,2.0,1.735493,Sometimes,no,1.0,no,0.0,0.9974,no,Public_Transportation,Overweight_Level_I 2580,Female,21.0,1.6,64.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2581,Male,18.0,1.790151,108.195529,yes,yes,2.0,1.109956,Sometimes,no,1.859089,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2582,Male,21.0,1.77,70.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2583,Male,25.846279,1.819535,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.302506,no,0.979306,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 2584,Male,22.730414,1.764138,116.160329,yes,yes,2.14961,3.0,Sometimes,no,1.0,no,0.976425,1.112489,Sometimes,Public_Transportation,Obesity_Type_II 2585,Male,33.752916,1.770324,97.832414,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 2586,Male,34.098174,1.747714,103.017623,yes,yes,2.910733,2.996084,Sometimes,no,1.991251,no,0.94522,0.0,no,Automobile,Obesity_Type_II 2587,Female,20.0,1.6,50.0,no,yes,2.0,4.0,Always,no,1.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 2588,Male,33.251015,1.696412,103.605896,yes,yes,2.906269,3.0,Sometimes,no,1.0,no,0.784216,1.014808,no,Public_Transportation,Obesity_Type_II 2589,Male,22.851721,1.859717,121.421121,yes,yes,2.9673,2.962004,Sometimes,no,2.165605,no,1.723934,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2590,Female,45.0,1.6,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 2591,Male,24.145295,1.849425,121.277832,yes,yes,2.766441,2.996834,Sometimes,no,2.357978,no,0.949976,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2592,Male,33.270448,1.769499,84.75383,yes,yes,2.0,2.812283,Sometimes,no,2.0,no,0.0,0.8324,Sometimes,Automobile,Overweight_Level_II 2593,Female,18.985119,1.748533,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.879402,no,1.46361,0.681773,Sometimes,Public_Transportation,Obesity_Type_III 2594,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,2.0,Sometimes,Automobile,Insufficient_Weight 2595,Female,21.81119,1.724983,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.456933,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 2596,Male,18.0,1.76,76.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Frequently,Public_Transportation,Normal_Weight 2597,Female,21.413642,1.751067,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.556155,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 2598,Male,23.0,1.65,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2599,Male,29.906575,1.913252,129.232216,yes,yes,2.02472,3.0,Sometimes,no,1.800335,no,1.392026,0.153669,Sometimes,Public_Transportation,Obesity_Type_II 2600,Male,26.684354,1.775416,120.8158,yes,yes,2.974006,3.0,Sometimes,no,2.623344,no,0.979306,0.076654,Sometimes,Public_Transportation,Obesity_Type_II 2601,Male,24.920362,1.796415,117.849351,yes,yes,1.994679,3.0,Sometimes,no,2.949356,no,1.123931,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 2602,Female,21.056059,1.739991,135.693381,yes,yes,3.0,3.0,Sometimes,no,2.640824,no,1.862235,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 2603,Female,37.455752,1.557943,77.272652,yes,yes,2.02091,2.092179,Sometimes,no,1.506518,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2604,Female,21.291969,1.817231,152.217135,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,1.98448,0.739006,Sometimes,Public_Transportation,Obesity_Type_III 2605,Female,23.0,1.65,62.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2606,Female,22.676243,1.638085,82.01831,yes,yes,1.570089,1.0,Sometimes,no,2.0,no,0.0,1.195929,no,Public_Transportation,Obesity_Type_I 2607,Male,29.713169,1.758355,112.289883,yes,yes,1.328469,3.0,Sometimes,no,2.0,no,0.0,1.108145,no,Automobile,Obesity_Type_II 2608,Male,27.349745,1.817226,120.8158,yes,yes,2.826036,2.806298,Sometimes,no,2.923792,no,1.289421,0.4346,Sometimes,Public_Transportation,Obesity_Type_II 2609,Male,22.0,1.74,72.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2610,Female,25.96773,1.62495,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.506518,no,0.01682,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 2611,Male,18.04892,1.751278,52.514302,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.288032,1.0,no,Public_Transportation,Insufficient_Weight 2612,Male,34.243146,1.652971,90.0,yes,yes,2.0,2.806566,Sometimes,no,1.991251,no,2.000934,0.0,Sometimes,Automobile,Overweight_Level_II 2613,Female,26.0,1.652485,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.631422,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 2614,Female,21.682367,1.729099,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.510398,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 2615,Female,31.398281,1.638744,68.250249,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 2616,Female,39.0,1.55,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2617,Female,21.0,1.709585,75.0,yes,yes,2.0,3.051804,Sometimes,no,1.0,no,0.0,0.276592,Sometimes,Public_Transportation,Overweight_Level_I 2618,Male,19.0,1.83,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2619,Male,29.981494,1.836592,129.466541,yes,yes,2.408561,3.0,Sometimes,no,1.179942,no,0.868721,0.0,Sometimes,Automobile,Obesity_Type_II 2620,Female,26.0,1.74,66.5,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 2621,Female,21.0,1.6,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2622,Male,26.490926,1.763465,112.256165,yes,yes,2.680375,3.0,Sometimes,no,2.020313,no,0.0,1.151166,Sometimes,Automobile,Obesity_Type_II 2623,Female,18.525834,1.583889,41.324558,no,yes,1.518966,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2624,Male,19.735968,1.753321,52.058335,yes,yes,3.0,3.0,Frequently,no,2.13755,no,0.201136,0.86374,Sometimes,Public_Transportation,Insufficient_Weight 2625,Female,25.653233,1.607128,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.893062,no,0.029728,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 2626,Male,23.327836,1.849507,121.657979,yes,yes,2.9673,3.0,Sometimes,no,2.054193,no,1.666965,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2627,Female,26.0,1.632983,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 2628,Female,22.89974,1.769484,82.13682,yes,yes,2.964419,3.0,Sometimes,no,2.377362,no,0.943058,0.630866,no,Public_Transportation,Obesity_Type_I 2629,Female,21.238416,1.747962,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,1.583832,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 2630,Male,21.0,1.62,70.0,no,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2631,Female,21.0,1.61,65.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2632,Male,18.0,1.78,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2633,Female,20.601222,1.66084,49.597765,yes,yes,2.96008,3.205587,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2634,Female,21.016623,1.737313,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.683448,no,1.582675,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 2635,Female,25.951737,1.600762,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 2636,Female,26.0,1.622297,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 2637,Male,33.174147,1.647971,107.94747,yes,yes,2.748243,2.831771,Sometimes,no,1.959777,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 2638,Female,18.0,1.55,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2639,Female,35.0,1.56,45.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 2640,Female,25.96701,1.668709,104.758713,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.445148,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 2641,Male,18.0,1.703317,51.216463,yes,yes,1.967061,3.0,Sometimes,no,2.0,no,0.264831,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2642,Female,55.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 2643,Male,17.0,1.67,60.0,yes,yes,2.0,4.0,Always,no,2.0,no,1.0,2.0,no,Automobile,Overweight_Level_II 2644,Male,25.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2645,Female,27.0,1.65,73.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 2646,Male,32.259623,1.699793,103.017623,yes,yes,2.919526,1.134321,Sometimes,no,1.0,no,0.823005,0.0,no,Public_Transportation,Obesity_Type_II 2647,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Overweight_Level_I 2648,Female,26.0,1.62456,110.008636,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 2649,Male,29.721964,1.681394,90.0,yes,yes,2.0,2.138375,Sometimes,no,1.984323,no,0.094893,0.0,Sometimes,Automobile,Obesity_Type_I 2650,Male,29.687488,1.909188,129.679131,yes,yes,2.113843,3.0,Sometimes,no,1.52001,no,1.52001,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2651,Male,23.0,1.62,84.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 2652,Female,26.0,1.640741,105.407313,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.417116,Sometimes,Automobile,Obesity_Type_I 2653,Female,21.0,1.63,63.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2654,Male,31.627962,1.715118,82.46376,yes,yes,2.736298,3.0,Sometimes,no,1.998108,no,0.656548,0.991473,Sometimes,Automobile,Overweight_Level_II 2655,Male,18.0,1.741377,108.244379,yes,yes,2.0,2.120936,Sometimes,no,2.0,no,1.0,1.609773,no,Public_Transportation,Obesity_Type_I 2656,Female,34.0,1.68,75.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 2657,Female,26.0,1.633442,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.276364,Sometimes,Public_Transportation,Obesity_Type_III 2658,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 2659,Female,21.0,1.63,84.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 2660,Female,24.0,1.66,60.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2661,Female,25.846279,1.729045,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.165422,0.935217,Sometimes,Public_Transportation,Obesity_Type_III 2662,Male,21.708354,1.86714,105.122109,yes,yes,2.0,3.0,Sometimes,no,2.265727,no,0.783676,0.685129,Sometimes,Public_Transportation,Obesity_Type_I 2663,Female,23.0,1.68,58.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 2664,Female,43.591999,1.679299,83.121811,yes,yes,2.0,2.987652,Sometimes,no,2.774558,no,2.690756,0.0,no,Automobile,Obesity_Type_I 2665,Male,23.0,1.848294,85.803809,yes,yes,2.0,3.0,Sometimes,no,2.702783,no,0.978815,1.112489,Sometimes,Public_Transportation,Overweight_Level_II 2666,Male,19.0,1.83,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2667,Male,18.0,1.845399,58.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2668,Female,21.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2669,Female,26.0,1.694952,106.49141,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.795685,Sometimes,Public_Transportation,Obesity_Type_III 2670,Female,26.0,1.735461,109.900472,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 2671,Female,25.95383,1.626483,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 2672,Female,24.475242,1.694726,114.133149,yes,yes,3.0,3.0,Sometimes,no,2.834472,no,0.294763,0.715993,Sometimes,Public_Transportation,Obesity_Type_III 2673,Male,33.0,1.74,75.0,no,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Walking,Overweight_Level_I 2674,Female,21.0,1.5,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2675,Male,37.765356,1.765258,118.533246,yes,yes,2.177896,3.0,Sometimes,no,2.080187,no,0.886817,0.0,Sometimes,Automobile,Obesity_Type_II 2676,Male,31.255587,1.696412,89.993812,yes,yes,2.14961,3.0,Sometimes,no,2.0,no,0.0,1.612432,Sometimes,Automobile,Overweight_Level_II 2677,Male,17.0,1.7,55.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2678,Male,37.532066,1.768235,117.708705,yes,yes,2.92711,3.0,Sometimes,no,2.0,no,0.793489,0.0,Sometimes,Automobile,Obesity_Type_II 2679,Male,18.0,1.817641,51.457226,no,yes,2.908757,3.0,Sometimes,no,1.0,no,1.0,1.612432,Sometimes,Public_Transportation,Insufficient_Weight 2680,Male,25.526746,1.793174,118.134898,yes,yes,2.9553,3.0,Sometimes,no,2.0,no,0.631565,1.011983,Sometimes,Public_Transportation,Obesity_Type_II 2681,Female,26.0,1.654784,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.632871,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 2682,Male,24.911994,1.796415,120.919703,yes,yes,2.9673,2.279546,Sometimes,no,2.503198,no,1.058378,0.071028,Sometimes,Public_Transportation,Obesity_Type_II 2683,Male,18.827008,1.793824,50.0,no,yes,2.0,3.471536,Frequently,no,2.159987,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2684,Female,25.940153,1.666194,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,0.108386,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 2685,Female,20.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2686,Male,18.0,1.87,86.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2687,Female,26.0,1.641918,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.625079,Sometimes,Public_Transportation,Obesity_Type_III 2688,Male,22.0,1.76,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2689,Female,19.950605,1.5,42.0,no,yes,3.0,3.0,Frequently,no,1.699971,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2690,Male,19.0,1.8,72.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2691,Male,24.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 2692,Female,22.0,1.7,50.0,no,yes,1.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 2693,Female,19.0,1.64,49.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2694,Female,18.177882,1.71978,128.261402,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,1.999773,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 2695,Female,25.565662,1.631662,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 2696,Male,23.170309,1.834986,121.253083,yes,yes,2.842102,3.0,Sometimes,no,2.0,no,0.732186,1.441605,Sometimes,Public_Transportation,Obesity_Type_II 2697,Male,40.993179,1.744974,109.349025,yes,yes,2.971588,2.977909,Sometimes,no,1.981782,no,0.0,0.0,no,Automobile,Obesity_Type_II 2698,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2699,Female,23.0,1.56,50.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2700,Female,22.829681,1.633675,82.0,yes,yes,1.650505,1.0,Sometimes,no,2.0,no,0.0,1.588046,Sometimes,Public_Transportation,Obesity_Type_I 2701,Male,25.314589,1.787802,115.127662,yes,yes,1.428289,3.0,Sometimes,no,2.111908,no,1.48372,0.077818,Sometimes,Public_Transportation,Obesity_Type_II 2702,Female,21.131526,1.719913,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,1.581242,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 2703,Female,31.662814,1.665798,71.788181,yes,yes,2.341999,3.0,Sometimes,no,1.995035,no,0.932783,1.618227,Sometimes,Automobile,Overweight_Level_I 2704,Female,22.851773,1.769269,51.491957,yes,yes,2.464518,3.0,Frequently,no,2.269564,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 2705,Female,19.0,1.75,57.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2706,Female,18.0,1.62,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Walking,Insufficient_Weight 2707,Female,23.426036,1.724268,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.445148,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 2708,Female,21.721507,1.738262,49.762921,yes,yes,2.0,3.0,Frequently,no,2.858171,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 2709,Female,21.566815,1.690827,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,1.684582,0.840911,Sometimes,Public_Transportation,Obesity_Type_III 2710,Male,32.501143,1.738836,103.180918,yes,yes,2.685484,3.0,Sometimes,no,1.0,no,0.0,1.945961,Sometimes,Public_Transportation,Obesity_Type_II 2711,Female,16.0,1.61,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 2712,Female,21.0,1.65,60.0,no,yes,1.0,3.0,Always,no,1.0,no,2.0,0.0,no,Automobile,Normal_Weight 2713,Male,21.0,1.758618,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.892922,1.40913,Sometimes,Public_Transportation,Overweight_Level_I 2714,Female,18.94093,1.748584,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,1.501754,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 2715,Male,23.0,1.67,70.0,no,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2716,Male,23.586058,1.77558,121.588625,yes,yes,2.722161,2.270163,Sometimes,no,2.0,no,1.083572,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2717,Male,26.595893,1.660756,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.434198,Sometimes,Automobile,Overweight_Level_II 2718,Male,21.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_I 2719,Female,25.293202,1.652825,112.098616,yes,yes,3.0,3.0,Sometimes,no,2.091934,no,0.0,0.464532,Sometimes,Public_Transportation,Obesity_Type_III 2720,Female,26.0,1.62495,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 2721,Male,21.0,1.85,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 2722,Male,26.607478,1.77558,120.151967,yes,yes,2.247037,3.0,Sometimes,no,2.15687,no,0.977998,0.0,Sometimes,Automobile,Obesity_Type_II 2723,Female,21.012569,1.530875,42.0,no,no,3.0,1.0,Frequently,no,1.551266,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2724,Female,18.0,1.56,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2725,Male,18.0,1.716691,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.171034,Sometimes,Public_Transportation,Overweight_Level_I 2726,Female,21.051107,1.62,65.0,no,yes,2.0,1.193589,Sometimes,no,1.0,no,1.193486,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2727,Male,34.970367,1.706912,84.773349,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.73209,0.0,no,Automobile,Overweight_Level_II 2728,Female,19.058511,1.662017,49.838965,yes,yes,1.4925,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2729,Female,19.0,1.78,64.4,no,no,3.0,3.0,Sometimes,no,3.0,yes,3.0,2.0,Sometimes,Walking,Overweight_Level_I 2730,Male,18.0,1.82,70.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 2731,Female,36.67933,1.763465,90.0,yes,yes,2.81646,2.966803,Sometimes,no,1.85537,no,1.0,0.0,no,Automobile,Obesity_Type_I 2732,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2733,Male,37.056193,1.767077,117.75701,yes,yes,2.21965,2.992083,Sometimes,no,1.8924,no,0.647632,0.0,Sometimes,Automobile,Obesity_Type_II 2734,Male,21.679158,1.698829,98.572753,yes,yes,2.0,2.961192,Sometimes,no,2.0,no,0.0,1.80931,no,Public_Transportation,Obesity_Type_I 2735,Female,37.631769,1.566524,76.642944,yes,yes,2.0,2.992903,Sometimes,no,1.538626,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2736,Female,18.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2737,Male,26.288417,1.765874,82.0,yes,yes,1.925064,3.0,Sometimes,no,1.880967,yes,0.767013,0.894678,Sometimes,Public_Transportation,Overweight_Level_I 2738,Male,34.204611,1.705617,83.520113,no,yes,2.0,3.0,Sometimes,no,2.653831,no,0.987521,0.315595,no,Automobile,Overweight_Level_I 2739,Male,18.0,1.7,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Insufficient_Weight 2740,Female,26.0,1.643786,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 2741,Female,19.0,1.5,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2742,Male,23.0,1.48,58.0,yes,no,1.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Walking,Overweight_Level_II 2743,Male,23.451595,1.65,95.277392,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.441605,no,Public_Transportation,Obesity_Type_I 2744,Male,27.0,1.69382,99.204695,yes,yes,2.0,1.672706,Sometimes,no,2.0,no,0.0,1.890214,Sometimes,Public_Transportation,Overweight_Level_II 2745,Female,18.178076,1.697228,79.963765,yes,no,2.0,2.993623,Sometimes,no,2.0,no,1.838881,1.382995,Frequently,Public_Transportation,Overweight_Level_II 2746,Female,26.0,1.633442,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 2747,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 2748,Female,19.0,1.57,42.4,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2749,Male,17.0,1.75655,53.699561,yes,yes,2.0,3.697831,Sometimes,no,2.651258,no,1.856119,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2750,Female,18.0,1.59,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2751,Female,19.741202,1.654875,82.528575,no,yes,3.0,3.0,Sometimes,no,1.505381,no,0.282063,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 2752,Female,41.0,1.75,78.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 2753,Female,19.297004,1.807576,122.813033,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,0.181753,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 2754,Female,20.0,1.64,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2755,Male,32.241587,1.769269,98.447311,yes,yes,2.252698,2.986172,Sometimes,no,1.0,no,0.324913,1.0,no,Automobile,Obesity_Type_II 2756,Male,18.0,1.691303,80.0,yes,yes,2.0,2.961706,Sometimes,no,2.802498,no,0.17048,1.34403,no,Public_Transportation,Obesity_Type_I 2757,Male,23.329344,1.751365,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 2758,Female,26.0,1.629727,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.553311,Sometimes,Public_Transportation,Obesity_Type_III 2759,Female,18.0,1.611434,84.493156,yes,yes,2.907062,3.0,Sometimes,no,2.104337,no,0.0,0.539876,no,Public_Transportation,Obesity_Type_I 2760,Male,23.801436,1.759933,116.311962,yes,yes,1.975675,3.0,Sometimes,no,2.0,no,1.112504,0.764452,Sometimes,Public_Transportation,Obesity_Type_II 2761,Male,17.120699,1.809251,58.968994,yes,yes,2.76632,3.0,Sometimes,no,2.0,no,2.0,1.128355,no,Automobile,Insufficient_Weight 2762,Female,19.0,1.53535,42.0,no,yes,3.0,1.273128,Frequently,no,1.085134,no,1.727114,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2763,Female,21.709556,1.730333,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.709556,no,1.352973,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 2764,Female,25.974446,1.739991,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.043101,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 2765,Male,27.968765,1.75,117.765627,yes,yes,2.911877,3.0,Sometimes,no,2.024035,no,1.252472,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2766,Male,21.708354,1.703584,75.0,yes,yes,2.0,3.0,Sometimes,no,1.723159,no,0.553305,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2767,Female,22.0,1.6,61.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2768,Male,22.396504,1.762515,54.93242,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.979355,0.894678,no,Public_Transportation,Insufficient_Weight 2769,Female,21.0,1.59,42.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 2770,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2771,Female,21.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2772,Female,37.205173,1.525691,75.410647,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2773,Male,18.0,1.79,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2774,Female,26.0,1.62456,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 2775,Female,26.0,1.641849,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.196288,Sometimes,Public_Transportation,Obesity_Type_III 2776,Male,25.15462,1.732694,78.048207,yes,yes,2.533605,1.0,Sometimes,no,2.0,no,1.264616,0.0,Sometimes,Public_Transportation,Overweight_Level_II 2777,Male,22.889099,1.828391,120.613561,yes,yes,2.262292,2.952821,Sometimes,no,2.067741,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2778,Male,25.062942,1.776347,115.382519,yes,yes,2.19011,3.0,Sometimes,no,2.073497,no,1.098862,0.076693,Sometimes,Public_Transportation,Obesity_Type_II 2779,Male,18.0,1.817572,108.934574,yes,yes,2.0,3.0,Sometimes,no,2.426465,no,1.0,1.466667,Sometimes,Public_Transportation,Obesity_Type_I 2780,Male,26.740655,1.759324,120.423567,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,0.868721,0.333673,Sometimes,Public_Transportation,Obesity_Type_II 2781,Female,26.0,1.641849,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 2782,Male,21.0,1.75,74.5,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2783,Female,26.0,1.632983,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 2784,Female,23.0,1.63,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2785,Male,30.638944,1.910672,129.271174,yes,yes,2.206119,3.0,Sometimes,no,1.394883,no,0.958555,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2786,Male,21.198217,1.719365,80.0,yes,yes,2.0,2.043359,Sometimes,no,2.0,no,0.966617,1.0,no,Public_Transportation,Overweight_Level_II 2787,Female,27.0,1.7,78.0,yes,no,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2788,Male,29.906575,1.703688,78.041338,yes,yes,2.0,2.946063,Sometimes,no,1.142873,no,0.128548,0.0,Frequently,Automobile,Overweight_Level_II 2789,Male,20.0,1.8,88.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_I 2790,Female,20.0,1.58,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 2791,Male,23.712641,1.842906,121.253083,yes,yes,2.328469,2.711238,Sometimes,no,2.856795,no,0.975187,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2792,Female,19.091346,1.603923,45.0,no,yes,3.0,3.0,Frequently,no,1.28246,yes,1.60195,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2793,Female,21.997683,1.752206,54.997374,yes,yes,3.0,3.0,Frequently,no,2.00357,no,1.71836,0.0,no,Public_Transportation,Insufficient_Weight 2794,Male,27.474245,1.840039,120.420406,yes,yes,2.633855,3.0,Sometimes,no,2.849307,no,1.144876,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 2795,Female,36.0,1.67,80.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 2796,Female,21.012569,1.596586,42.0,no,no,3.0,1.0,Frequently,no,1.848703,no,0.788585,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2797,Female,45.0,1.56,80.0,yes,no,2.0,1.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2798,Male,18.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2799,Female,29.0,1.67,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 2800,Male,23.0,1.74,105.028665,yes,yes,2.0,3.0,Sometimes,no,2.039074,no,0.00705,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 2801,Female,22.978655,1.663632,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.408442,no,1.419473,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 2802,Female,25.930376,1.610086,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,0.001297,0.656491,Sometimes,Public_Transportation,Obesity_Type_III 2803,Female,16.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2804,Female,25.920738,1.600762,105.448264,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.02006,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 2805,Female,17.0,1.65,58.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2806,Male,18.052394,1.69382,99.530971,yes,yes,2.0,3.0,Sometimes,no,2.975528,no,1.0,0.894105,no,Public_Transportation,Obesity_Type_I 2807,Male,23.0,1.75,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2808,Male,29.713169,1.786238,89.868784,yes,yes,1.289315,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 2809,Male,25.057878,1.759324,112.098616,yes,yes,1.369529,3.0,Sometimes,no,2.041462,no,1.562213,0.0026,Sometimes,Automobile,Obesity_Type_II 2810,Male,22.847618,1.707613,81.022119,yes,yes,2.993634,2.993634,Sometimes,no,1.675733,no,0.793489,1.36595,Sometimes,Public_Transportation,Overweight_Level_II 2811,Male,24.201622,1.869098,120.975489,yes,yes,2.79166,3.0,Sometimes,no,2.495851,no,1.465931,0.552665,Sometimes,Public_Transportation,Obesity_Type_II 2812,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 2813,Male,21.0,1.72,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2814,Male,29.721964,1.65,87.105828,yes,yes,2.971588,1.0,Sometimes,no,1.271178,no,2.0,0.0,no,Automobile,Overweight_Level_II 2815,Female,18.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 2816,Male,21.0,1.68,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 2817,Female,22.851773,1.706343,95.419668,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 2818,Female,22.362877,1.622397,82.0,yes,yes,1.036159,3.0,Sometimes,no,1.326165,no,0.0,1.59257,no,Public_Transportation,Obesity_Type_I 2819,Male,17.0,1.8,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 2820,Female,18.0,1.66,57.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2821,Male,17.0,1.785718,58.325122,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 2822,Female,19.483036,1.538398,42.0,no,yes,3.0,3.0,Frequently,no,1.229915,no,0.0,0.466169,Sometimes,Public_Transportation,Insufficient_Weight 2823,Male,39.759575,1.783914,96.92035,yes,yes,2.0,2.986172,Sometimes,no,2.364498,no,2.0,1.978043,Frequently,Automobile,Obesity_Type_I 2824,Male,26.078068,1.801848,105.359688,yes,yes,2.0,3.0,Sometimes,no,2.763573,no,2.0,0.133566,Sometimes,Automobile,Obesity_Type_I 2825,Female,38.445148,1.532643,77.550345,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 2826,Male,18.0,1.82,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 2827,Male,23.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2828,Male,24.201622,1.76416,99.605527,yes,yes,2.57649,1.0,Sometimes,no,1.0,no,1.066241,0.0,no,Public_Transportation,Obesity_Type_II 2829,Male,23.0,1.8,95.0,yes,no,2.0,3.0,Frequently,no,3.0,no,3.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 2830,Male,23.0,1.62093,81.66995,yes,yes,2.0,2.376374,Sometimes,no,1.567366,no,0.514225,0.0,no,Public_Transportation,Obesity_Type_I 2831,Female,26.0,1.635905,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.526775,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 2832,Male,22.0,1.85,88.0,yes,yes,2.0,4.0,Always,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 2833,Male,21.67315,1.714253,92.368359,yes,yes,2.0,2.395785,Sometimes,no,1.827515,no,0.274838,0.671458,Sometimes,Public_Transportation,Overweight_Level_II 2834,Male,55.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 2835,Female,37.642177,1.562434,80.0,yes,yes,2.0,3.0,Sometimes,no,1.785804,no,0.01586,0.0,Sometimes,Automobile,Obesity_Type_I 2836,Male,21.772251,1.691322,75.090439,yes,yes,2.047069,3.0,Sometimes,no,1.278231,no,0.743005,0.827439,Sometimes,Public_Transportation,Overweight_Level_I 2837,Female,19.72925,1.667404,49.660995,yes,yes,1.977298,3.994588,Sometimes,no,2.426465,no,2.0,1.720642,Sometimes,Public_Transportation,Insufficient_Weight 2838,Female,35.0,1.55,45.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 2839,Female,21.0,1.7,76.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2840,Male,22.944349,1.606066,99.605527,yes,yes,2.9553,2.986637,Sometimes,no,1.0,no,0.043101,1.759954,no,Public_Transportation,Obesity_Type_II 2841,Female,40.702771,1.5,79.252472,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 2842,Female,18.0,1.57,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2843,Male,21.0,1.76,68.0,yes,no,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2844,Female,37.0,1.52,63.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 2845,Female,21.123048,1.746277,133.166595,yes,yes,3.0,3.0,Sometimes,no,1.655245,no,1.70464,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 2846,Female,16.0,1.66,64.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Walking,Normal_Weight 2847,Male,22.524036,1.754439,121.414744,yes,yes,2.57691,2.240424,Sometimes,no,1.962646,no,1.581242,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2848,Male,18.0,1.7,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2849,Male,23.0,1.7,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2850,Male,22.956845,1.821514,58.585146,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.094893,1.673584,no,Automobile,Insufficient_Weight 2851,Male,31.373858,1.674515,89.93889,yes,yes,2.0,2.937607,Sometimes,no,1.701835,no,1.682271,0.0,Sometimes,Automobile,Obesity_Type_I 2852,Male,18.0,1.73,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Walking,Normal_Weight 2853,Female,23.0,1.55,58.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2854,Male,24.361936,1.65,93.890682,yes,yes,1.253371,3.0,Sometimes,no,2.793505,no,1.392026,0.527766,no,Public_Transportation,Obesity_Type_I 2855,Female,21.086512,1.686033,49.932199,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.635867,Sometimes,Public_Transportation,Insufficient_Weight 2856,Female,23.0,1.52,57.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 2857,Male,22.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2858,Female,23.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 2859,Female,23.884212,1.604893,83.952968,yes,yes,2.0,2.965494,Sometimes,no,2.0,no,0.80989,0.0,no,Public_Transportation,Obesity_Type_I 2860,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 2861,Male,21.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2862,Male,18.0,1.816298,51.437985,yes,yes,2.910345,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2863,Male,23.501249,1.70002,83.1011,yes,yes,2.0,2.993634,Sometimes,no,2.374044,no,0.0,1.462664,Sometimes,Public_Transportation,Overweight_Level_II 2864,Male,18.0,1.8,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Insufficient_Weight 2865,Male,21.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2866,Female,26.0,1.65782,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 2867,Male,21.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2868,Male,17.0,1.84,60.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 2869,Male,17.0,1.7,83.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2870,Male,26.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2871,Male,23.47007,1.848553,121.458232,yes,yes,2.966126,2.966803,Sometimes,no,1.746197,no,0.766007,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2872,Female,21.0,1.61,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2873,Female,25.97731,1.610209,102.083964,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.233056,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 2874,Female,19.027417,1.534385,42.993937,no,yes,2.87599,3.592415,Frequently,no,2.453384,no,1.139107,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2875,Female,20.068432,1.716497,132.57927,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.520408,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 2876,Male,19.0,1.74,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 2877,Female,18.0,1.755938,51.216463,no,yes,2.903545,3.0,Frequently,no,1.512035,no,0.0,1.48189,Sometimes,Public_Transportation,Insufficient_Weight 2878,Male,18.0,1.812259,108.9606,yes,yes,2.0,2.19011,Sometimes,no,2.297896,no,1.0,1.339232,no,Public_Transportation,Obesity_Type_I 2879,Male,20.0,1.75,74.0,no,no,3.0,3.0,Always,no,2.0,yes,3.0,2.0,Sometimes,Automobile,Overweight_Level_I 2880,Female,21.0,1.76,60.0,yes,yes,2.0,4.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Automobile,Normal_Weight 2881,Female,23.0,1.58,80.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2882,Female,18.0,1.65,86.0,yes,yes,3.0,1.009426,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2883,Female,26.0,1.641098,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 2884,Male,33.251015,1.761773,107.94747,yes,yes,2.475892,2.888193,Sometimes,no,1.662117,no,1.838881,0.0,no,Public_Transportation,Obesity_Type_II 2885,Male,23.0,1.68,75.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 2886,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2887,Female,18.0,1.75,52.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 2888,Female,24.06894,1.584782,64.259379,yes,no,2.0,2.119826,Sometimes,no,2.434832,no,0.0,0.799756,no,Public_Transportation,Overweight_Level_II 2889,Female,19.0,1.53,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 2890,Male,20.0,1.89,83.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2891,Male,25.470652,1.829971,121.864326,yes,yes,2.996717,3.0,Sometimes,no,2.515765,no,1.083572,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2892,Female,19.0,1.65,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2893,Female,19.483036,1.53777,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.466169,no,Public_Transportation,Insufficient_Weight 2894,Female,22.0,1.6,70.0,yes,no,2.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 2895,Female,22.977357,1.603501,82.0,yes,yes,1.834155,1.0,Sometimes,no,2.0,no,2.971832,0.0,no,Public_Transportation,Obesity_Type_I 2896,Male,23.083621,1.76569,121.421121,yes,yes,2.549782,2.974204,Sometimes,no,2.011023,no,0.916478,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2897,Female,26.0,1.637725,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 2898,Male,19.0,1.82,85.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 2899,Female,40.466313,1.559005,80.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,0.0,no,Automobile,Obesity_Type_I 2900,Female,25.95383,1.623514,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.069802,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 2901,Female,19.0,1.61,63.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2902,Female,26.0,1.643017,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.654316,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 2903,Female,19.407204,1.533026,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.750111,1.0,no,Public_Transportation,Insufficient_Weight 2904,Female,19.0,1.54,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2905,Male,24.0,1.8,73.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Bike,Normal_Weight 2906,Male,23.0,1.62,68.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2907,Female,27.0,1.56,51.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2908,Male,23.0,1.754439,82.144405,yes,yes,2.247037,2.987652,Sometimes,no,2.173417,no,0.206025,0.819535,Sometimes,Public_Transportation,Overweight_Level_II 2909,Male,34.044229,1.623812,82.414477,yes,yes,2.998441,1.851088,Sometimes,no,2.0,no,2.045651,0.908836,Sometimes,Automobile,Overweight_Level_I 2910,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2911,Female,18.378203,1.753266,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.464674,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 2912,Female,18.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 2913,Male,21.962426,1.718845,75.0,yes,yes,2.0,3.0,Sometimes,no,1.911664,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2914,Male,20.976842,1.713133,103.175516,yes,yes,2.766612,1.317884,Sometimes,no,1.274718,no,1.738267,0.178301,no,Public_Transportation,Obesity_Type_II 2915,Male,16.0,1.8,83.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2916,Male,26.0,1.8,80.0,yes,no,2.0,3.0,Always,yes,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 2917,Female,21.0,1.6,68.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2918,Male,30.610436,1.77433,108.602715,yes,yes,2.758394,3.0,Sometimes,no,1.509734,no,1.82434,1.604608,Sometimes,Automobile,Obesity_Type_I 2919,Male,22.997168,1.758972,87.861431,yes,yes,2.336044,2.9774,Sometimes,no,2.999495,no,2.405963,0.599441,Sometimes,Public_Transportation,Overweight_Level_II 2920,Male,33.0,1.78,84.0,no,yes,2.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 2921,Male,19.0,1.67,79.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2922,Male,19.0,1.8,87.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 2923,Female,26.0,1.694726,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 2924,Female,18.0,1.65,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2925,Female,21.008297,1.755467,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.302507,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 2926,Male,28.712995,1.767806,96.303855,yes,yes,1.996638,3.0,Sometimes,no,3.0,no,0.577063,0.0,no,Public_Transportation,Obesity_Type_I 2927,Male,23.451595,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,1.833635,no,1.0,0.33929,Sometimes,Public_Transportation,Overweight_Level_I 2928,Male,19.865895,1.753349,55.3707,yes,yes,3.0,4.0,Sometimes,no,2.881677,no,2.0,1.510609,no,Automobile,Insufficient_Weight 2929,Female,30.610436,1.559499,71.799982,yes,yes,2.0,3.0,Sometimes,no,1.483856,no,0.0,1.253311,Sometimes,Automobile,Overweight_Level_II 2930,Female,22.717943,1.560258,82.532994,yes,yes,2.0,1.476204,Sometimes,no,2.654078,no,0.0,1.89388,Sometimes,Public_Transportation,Obesity_Type_I 2931,Male,20.432717,1.733875,80.790813,yes,yes,2.0,3.0,Sometimes,no,1.80996,no,1.981154,1.944177,no,Public_Transportation,Overweight_Level_II 2932,Male,18.0,1.8,80.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2933,Female,21.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 2934,Male,17.0,1.72,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 2935,Female,26.0,1.654875,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 2936,Female,19.0,1.5,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2937,Female,37.0,1.68,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 2938,Female,26.0,1.643332,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 2939,Female,23.0,1.631032,83.414072,yes,yes,2.0,2.582591,Sometimes,no,1.979833,no,0.279375,2.0,no,Public_Transportation,Obesity_Type_I 2940,Female,21.808159,1.6,78.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 2941,Female,21.963787,1.628168,68.653347,no,yes,2.749629,3.559841,Sometimes,no,2.0,no,0.650235,0.630866,Sometimes,Public_Transportation,Overweight_Level_I 2942,Male,23.365649,1.757691,112.395309,yes,yes,1.392665,3.0,Sometimes,no,2.0,no,1.097905,0.028583,Sometimes,Public_Transportation,Obesity_Type_II 2943,Male,32.29016,1.703317,102.083964,yes,yes,2.927187,1.818026,Sometimes,no,1.0,no,1.917014,0.0,no,Public_Transportation,Obesity_Type_II 2944,Male,18.0,1.716691,51.132809,yes,yes,1.289421,3.762778,Sometimes,no,1.835545,no,0.14495,1.128355,Sometimes,Public_Transportation,Insufficient_Weight 2945,Male,17.0,1.8,85.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 2946,Male,26.0,1.74,75.0,no,no,3.0,3.0,no,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 2947,Male,22.0,1.754441,89.93889,yes,yes,1.826885,1.458507,Sometimes,no,2.0,no,0.0,1.632506,Sometimes,Public_Transportation,Overweight_Level_I 2948,Female,26.0,1.621671,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 2949,Female,39.648946,1.64187,78.435904,yes,yes,3.0,2.127797,Sometimes,no,1.81786,no,0.0,0.764452,no,Automobile,Overweight_Level_II 2950,Female,18.0,1.67,60.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 2951,Male,21.962426,1.848294,106.875927,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 2952,Female,26.0,1.643017,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 2953,Female,19.434709,1.633675,45.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.783858,0.0,Sometimes,Public_Transportation,Insufficient_Weight 2954,Male,20.0,1.83,70.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 2955,Female,23.0,1.63,60.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2956,Female,18.0,1.7,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2957,Female,25.955361,1.622771,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.246822,no,0.069238,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 2958,Female,23.0,1.69,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 2959,Male,19.0,1.69,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 2960,Female,21.0,1.64,49.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 2961,Female,24.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2962,Female,22.909992,1.675612,87.676154,yes,yes,2.222282,1.226342,Sometimes,no,3.0,no,1.356468,1.0,no,Public_Transportation,Obesity_Type_I 2963,Female,21.282238,1.743589,133.903469,yes,yes,3.0,3.0,Sometimes,no,1.904054,no,1.445148,0.739006,Sometimes,Public_Transportation,Obesity_Type_III 2964,Female,18.0,1.71,71.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2965,Male,24.754302,1.628168,83.121811,yes,yes,2.104772,1.0,Sometimes,no,2.0,no,0.0,0.573958,Sometimes,Public_Transportation,Overweight_Level_II 2966,Female,21.0,1.5,63.0,no,no,3.0,1.0,Frequently,no,3.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_I 2967,Female,33.864257,1.686936,77.647716,yes,yes,2.0,3.0,Sometimes,no,1.959287,no,0.844982,0.0,no,Automobile,Overweight_Level_II 2968,Female,35.0,1.56,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 2969,Male,28.255199,1.764166,112.879662,yes,yes,2.927187,3.0,Sometimes,no,2.326635,no,0.312923,0.0026,Sometimes,Automobile,Obesity_Type_II 2970,Male,27.981494,1.854162,93.890682,yes,yes,2.0,2.608055,Sometimes,no,1.546856,no,1.549693,0.537659,Frequently,Automobile,Overweight_Level_II 2971,Male,33.821442,1.782521,83.314157,yes,yes,2.0,3.0,Sometimes,no,2.641489,no,1.04729,0.900067,no,Automobile,Overweight_Level_II 2972,Male,22.851834,1.854592,89.496905,yes,yes,2.0,2.701521,Sometimes,no,2.0,no,0.139808,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2973,Male,23.0,1.77,85.0,yes,no,2.0,4.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 2974,Male,21.0,1.64599,68.865008,yes,yes,2.0,1.888067,Sometimes,no,2.64548,no,0.784216,0.315261,Sometimes,Public_Transportation,Overweight_Level_I 2975,Female,26.0,1.656465,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.823069,Sometimes,Public_Transportation,Obesity_Type_III 2976,Male,34.0,1.66,90.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_II 2977,Male,21.538225,1.696412,69.242354,yes,no,2.749629,1.874532,Sometimes,no,1.517225,no,1.51789,0.0,no,Public_Transportation,Overweight_Level_II 2978,Male,26.778684,1.715118,83.785312,yes,yes,1.993101,3.494849,Sometimes,no,2.0,no,2.0,0.714627,Frequently,Public_Transportation,Overweight_Level_II 2979,Male,29.246269,1.692242,90.0,yes,yes,2.0,2.95833,Sometimes,no,2.806922,no,1.335857,0.0,Sometimes,Automobile,Obesity_Type_I 2980,Female,18.0,1.55,55.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 2981,Female,21.413642,1.683,92.860254,yes,yes,2.0,3.0,Sometimes,no,1.911664,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 2982,Male,23.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 2983,Male,22.836315,1.848553,95.887056,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.094839,1.191998,no,Public_Transportation,Overweight_Level_II 2984,Male,25.526746,1.788459,121.310257,yes,yes,2.108638,3.0,Sometimes,no,1.54249,no,1.866839,0.0,Sometimes,Public_Transportation,Obesity_Type_II 2985,Female,18.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 2986,Female,21.027662,1.55,62.877347,no,yes,2.277436,1.0,Sometimes,no,2.0,no,1.361533,0.0,Sometimes,Public_Transportation,Overweight_Level_I 2987,Male,23.444286,1.836007,97.58826,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.697949,1.611271,no,Public_Transportation,Obesity_Type_I 2988,Female,25.930376,1.610488,104.92057,yes,yes,3.0,3.0,Sometimes,no,2.569082,no,0.01586,0.732265,Sometimes,Public_Transportation,Obesity_Type_III 2989,Female,21.28253,1.746411,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.465931,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 2990,Female,21.0,1.612556,69.463458,no,yes,2.0,1.458507,no,no,2.121176,yes,1.0,0.0,no,Public_Transportation,Overweight_Level_I 2991,Female,20.217015,1.699464,49.676046,yes,yes,2.684528,3.0,Frequently,no,1.69551,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 2992,Male,30.554956,1.823545,120.60094,yes,yes,2.175276,3.0,Sometimes,no,2.923792,no,1.15804,0.573887,Sometimes,Public_Transportation,Obesity_Type_II 2993,Female,18.0,1.65,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Walking,Normal_Weight 2994,Female,25.966504,1.643332,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 2995,Male,17.764764,1.7,85.316125,yes,yes,2.995599,3.019574,Sometimes,no,2.568157,no,1.0,0.786609,Sometimes,Public_Transportation,Overweight_Level_II 2996,Female,23.426036,1.739991,132.145549,yes,yes,3.0,3.0,Sometimes,no,2.795752,no,0.770536,0.867259,Sometimes,Public_Transportation,Obesity_Type_III 2997,Female,21.501721,1.817231,152.083964,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,0.813917,0.671458,Sometimes,Public_Transportation,Obesity_Type_III 2998,Male,21.962426,1.622276,103.017623,yes,yes,2.0,1.627555,Sometimes,no,1.0,no,0.11243,1.0,no,Public_Transportation,Obesity_Type_II 2999,Female,20.81158,1.748524,128.763843,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.618512,0.968151,Sometimes,Public_Transportation,Obesity_Type_III 3000,Male,34.0,1.7,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 3001,Male,36.726617,1.677672,98.54302,yes,yes,2.0,1.134321,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 3002,Male,30.577944,1.783953,120.980508,yes,yes,2.0,3.0,Sometimes,no,2.976229,no,1.718543,0.47787,Sometimes,Automobile,Obesity_Type_II 3003,Male,18.0,1.7,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3004,Female,28.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 3005,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3006,Female,19.576682,1.818641,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.397653,no,1.956278,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 3007,Male,21.379676,1.733439,96.710735,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.338655,Sometimes,Public_Transportation,Obesity_Type_I 3008,Female,25.966504,1.680218,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.241378,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 3009,Male,28.404332,1.76003,113.90198,yes,yes,1.750809,3.0,Sometimes,no,2.094901,no,1.284798,0.0026,Sometimes,Automobile,Obesity_Type_II 3010,Male,23.0,1.68,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3011,Male,26.684354,1.819296,120.872294,yes,yes,2.631565,3.0,Sometimes,no,2.15687,no,1.217993,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3012,Male,22.547298,1.801224,121.421121,yes,yes,2.19011,2.996834,Sometimes,no,1.491169,no,0.979306,0.0,no,Public_Transportation,Obesity_Type_II 3013,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 3014,Female,26.0,1.613928,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 3015,Male,20.0,1.65,65.0,no,yes,2.0,3.0,Sometimes,yes,3.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3016,Female,26.0,1.66494,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 3017,Male,23.0,1.75,83.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3018,Male,25.036269,1.838266,120.158049,yes,yes,2.392179,3.0,Sometimes,no,1.960131,no,1.026033,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3019,Female,26.0,1.631547,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.071028,Sometimes,Public_Transportation,Obesity_Type_III 3020,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3021,Female,22.0,1.63,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3022,Female,26.0,1.641098,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 3023,Male,26.826961,1.824901,120.980508,yes,yes,2.591292,3.0,Sometimes,no,2.927908,no,1.144876,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3024,Male,21.0,1.67,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 3025,Male,37.542937,1.818226,108.090006,yes,yes,2.0,2.358298,Sometimes,no,2.0,no,1.19102,0.0,Sometimes,Automobile,Obesity_Type_I 3026,Female,23.0,1.67,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3027,Female,23.0,1.57,58.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3028,Male,24.163526,1.813567,91.495718,yes,yes,2.935157,2.970675,Sometimes,no,2.364208,no,0.546402,0.076654,Sometimes,Public_Transportation,Overweight_Level_II 3029,Male,22.758998,1.825718,121.284533,yes,yes,2.654076,2.625942,Sometimes,no,1.78471,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3030,Female,26.0,1.641918,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.552388,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 3031,Female,25.919571,1.611462,102.174953,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.04525,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 3032,Male,24.145295,1.82559,120.860386,yes,yes,2.499108,3.0,Sometimes,no,2.0,no,1.866839,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 3033,Female,21.334585,1.685127,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.847802,1.0,no,Public_Transportation,Overweight_Level_II 3034,Male,18.0,1.830317,108.15619,yes,yes,2.0,1.250548,Sometimes,no,2.278578,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 3035,Female,22.926352,1.717262,93.614246,yes,yes,1.123672,3.0,Sometimes,no,2.041462,no,0.866045,0.014885,Sometimes,Public_Transportation,Obesity_Type_I 3036,Male,21.022206,1.773664,116.160329,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3037,Male,24.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3038,Male,23.0,1.603091,100.642257,yes,yes,2.14961,1.418985,Sometimes,no,1.0,no,1.928275,0.9974,no,Public_Transportation,Obesity_Type_II 3039,Male,22.906886,1.74402,51.965521,yes,yes,2.1239,3.0,Sometimes,no,2.0,no,1.351996,1.300692,Sometimes,Public_Transportation,Insufficient_Weight 3040,Female,21.0,1.68,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3041,Female,18.610761,1.758959,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.144876,0.950438,Sometimes,Public_Transportation,Obesity_Type_III 3042,Female,26.0,1.643332,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 3043,Female,21.0,1.62,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 3044,Male,28.986237,1.813567,120.998266,yes,yes,2.636719,3.0,Sometimes,no,2.357969,no,1.0,0.472343,Sometimes,Public_Transportation,Obesity_Type_II 3045,Male,21.962426,1.868931,85.0,yes,yes,2.0,3.0,Sometimes,no,2.825629,no,1.0,0.315595,Sometimes,Public_Transportation,Overweight_Level_I 3046,Female,21.305402,1.748524,133.852432,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.510398,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 3047,Female,21.0,1.53,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3048,Male,36.0,1.8,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 3049,Male,18.0,1.68,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Normal_Weight 3050,Male,28.404332,1.763582,113.15464,yes,yes,2.57649,3.0,Sometimes,no,2.868679,no,0.0,1.487223,Sometimes,Automobile,Obesity_Type_II 3051,Male,19.045357,1.746411,85.687751,no,yes,2.714447,4.0,Sometimes,no,2.843675,no,2.0,0.206954,Sometimes,Public_Transportation,Overweight_Level_I 3052,Male,22.676243,1.660324,95.0,yes,yes,2.0,3.0,Sometimes,no,2.845134,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 3053,Male,18.0,1.8,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 3054,Female,22.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3055,Male,33.174147,1.755938,103.743534,yes,yes,2.9553,2.582591,Sometimes,no,2.0,no,0.630944,0.133767,no,Automobile,Obesity_Type_II 3056,Female,25.968792,1.62439,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.054238,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 3057,Male,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 3058,Male,19.0,1.87,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3059,Female,26.0,1.622418,110.55316,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 3060,Female,20.0,1.55,53.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3061,Female,20.068432,1.701397,85.073801,yes,yes,2.0,3.0,Sometimes,no,1.334856,no,1.890907,1.616826,no,Public_Transportation,Obesity_Type_I 3062,Male,19.0,1.75,86.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3063,Female,18.0,1.608469,84.493156,yes,yes,2.0,3.0,Sometimes,no,1.02161,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 3064,Male,23.329344,1.753081,95.290429,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 3065,Male,29.0,1.86,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3066,Female,27.0,1.54,73.0,yes,no,3.0,3.0,Always,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3067,Male,22.882558,1.807576,105.359688,yes,yes,2.055209,3.0,Sometimes,no,2.035104,no,0.58216,0.598244,Sometimes,Public_Transportation,Obesity_Type_I 3068,Male,25.0,1.8,65.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 3069,Female,21.0,1.6,66.5,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3070,Male,25.0,1.87,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Normal_Weight 3071,Male,27.0,1.82,87.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_I 3072,Female,17.503343,1.574017,51.524444,no,yes,3.0,3.566082,Sometimes,no,1.622214,no,0.108948,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3073,Male,18.0,1.7,55.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Normal_Weight 3074,Male,21.793724,1.7921,98.447311,yes,yes,2.0,2.967089,Sometimes,no,2.622638,no,2.492402,2.0,no,Public_Transportation,Obesity_Type_I 3075,Female,18.335019,1.746411,133.779919,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.68249,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 3076,Male,18.0,1.620938,68.250249,yes,no,2.0,1.402771,Sometimes,no,1.919629,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 3077,Male,19.0,1.8,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 3078,Male,21.0,1.85,125.0,yes,yes,3.0,4.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3079,Male,38.112989,1.75,118.332689,yes,yes,2.919584,3.0,Sometimes,no,2.024035,no,0.822186,0.0,Sometimes,Automobile,Obesity_Type_II 3080,Female,26.0,1.641149,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.815768,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 3081,Female,25.991194,1.694439,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.083675,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 3082,Female,19.950605,1.527133,42.0,no,yes,2.725282,1.259803,Frequently,no,1.0,no,1.32417,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3083,Female,26.0,1.680764,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,0.0,0.554323,Sometimes,Public_Transportation,Obesity_Type_III 3084,Male,23.0,1.93,121.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3085,Female,23.0,1.61,70.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 3086,Female,21.0,1.65,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3087,Male,29.0,1.673287,90.0,yes,yes,2.0,3.0,Sometimes,no,1.992548,no,1.066241,0.0,Sometimes,Automobile,Obesity_Type_II 3088,Female,18.0,1.5,57.0,yes,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3089,Male,18.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3090,Male,22.976188,1.716308,82.0,yes,yes,2.0,2.938902,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3091,Male,23.0,1.67,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 3092,Male,17.0,1.8,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 3093,Female,29.0,1.6,71.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 3094,Male,18.0,1.792687,108.204547,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.554404,no,Public_Transportation,Obesity_Type_I 3095,Male,30.424369,1.829142,122.137917,yes,yes,3.0,2.989791,Sometimes,no,2.0,no,1.247505,0.00135,no,Public_Transportation,Obesity_Type_II 3096,Male,29.883021,1.76003,112.409191,yes,yes,1.428289,3.0,Sometimes,no,2.115354,no,0.668963,0.2916,Sometimes,Automobile,Obesity_Type_II 3097,Male,21.0,1.62,105.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3098,Female,39.392569,1.537739,80.0,yes,yes,2.036613,2.993623,Sometimes,no,2.170225,no,0.057758,0.0,Sometimes,Automobile,Obesity_Type_I 3099,Male,18.0,1.82,71.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3100,Male,22.771612,1.780448,89.667406,yes,yes,1.142468,1.79558,Sometimes,no,2.0,no,0.94748,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3101,Female,26.0,1.633195,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 3102,Female,18.0,1.62,58.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3103,Male,27.439056,1.795311,120.209711,yes,yes,2.57691,3.0,Sometimes,no,2.081121,no,0.766007,0.733964,Sometimes,Automobile,Obesity_Type_II 3104,Male,22.39251,1.843172,91.298454,yes,yes,1.952987,2.993623,Sometimes,no,1.541733,no,0.389717,0.934493,Sometimes,Public_Transportation,Overweight_Level_II 3105,Male,21.0,1.730167,75.0,yes,yes,2.0,3.0,Sometimes,no,2.839558,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3106,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3107,Male,18.0,1.7,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3108,Female,21.082384,1.486484,60.117993,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 3109,Female,16.240576,1.729719,50.0,no,yes,2.945967,3.0,Sometimes,no,2.0,no,0.261274,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3110,Female,22.18881,1.746516,54.116401,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.206055,0.930836,no,Public_Transportation,Insufficient_Weight 3111,Male,18.0,1.785543,51.256059,no,yes,2.278644,3.0,Sometimes,no,1.67062,no,2.269058,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3112,Male,20.825962,1.792687,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.426465,no,0.0,1.40913,Sometimes,Public_Transportation,Obesity_Type_I 3113,Male,21.0,1.716289,106.875927,yes,yes,2.0,3.0,Sometimes,no,1.927976,no,0.0,1.376597,no,Public_Transportation,Obesity_Type_I 3114,Male,17.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 3115,Male,34.0,1.84,100.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_II 3116,Female,26.0,1.642892,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 3117,Female,28.363149,1.565366,65.0,yes,no,2.0,2.909117,Sometimes,no,1.0,no,0.0,0.057926,Sometimes,Public_Transportation,Overweight_Level_II 3118,Female,18.0,1.55,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3119,Male,26.042738,1.819535,106.509947,yes,yes,2.724121,3.0,Sometimes,no,2.70485,no,1.166064,0.0,no,Public_Transportation,Obesity_Type_I 3120,Female,25.540865,1.683502,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.143955,0.753077,Sometimes,Public_Transportation,Obesity_Type_III 3121,Female,23.0,1.68,70.0,no,no,3.0,3.0,Always,no,1.0,yes,1.0,1.0,Sometimes,Walking,Normal_Weight 3122,Female,26.0,1.623938,107.55963,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 3123,Female,19.0,1.56,49.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Normal_Weight 3124,Female,21.556361,1.637396,67.999778,yes,no,2.457547,1.0,Sometimes,no,2.0,no,0.0,0.474216,no,Public_Transportation,Overweight_Level_II 3125,Male,33.690239,1.684082,91.630257,yes,yes,2.0,2.961192,Sometimes,no,1.0,no,1.524405,0.0,no,Automobile,Overweight_Level_II 3126,Female,18.0,1.64,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 3127,Female,18.0,1.66,58.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3128,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3129,Female,19.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 3130,Male,25.991194,1.829757,118.565568,yes,yes,2.002796,3.0,Sometimes,no,2.480555,no,1.34139,0.680215,Sometimes,Public_Transportation,Obesity_Type_II 3131,Male,21.808159,1.720161,80.0,yes,no,2.0,2.581015,Sometimes,no,2.0,no,1.554817,0.0,no,Public_Transportation,Overweight_Level_II 3132,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3133,Male,25.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3134,Male,32.867331,1.697421,103.771371,yes,yes,2.640801,3.0,Sometimes,no,1.0,no,0.887923,0.464022,no,Public_Transportation,Obesity_Type_II 3135,Male,17.0,1.8,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 3136,Female,21.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3137,Female,25.907833,1.617817,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.201136,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 3138,Female,18.681891,1.770612,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.999836,0.849503,Sometimes,Public_Transportation,Obesity_Type_III 3139,Female,21.0,1.55,50.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 3140,Male,30.79626,1.903832,121.658729,yes,yes,2.497548,3.0,Sometimes,no,1.701835,no,0.668963,0.0,Sometimes,Automobile,Obesity_Type_II 3141,Male,23.812795,1.694969,120.988454,yes,yes,2.934671,3.0,Sometimes,no,2.868132,no,1.866839,0.931721,Sometimes,Public_Transportation,Obesity_Type_II 3142,Male,19.275687,1.807029,85.637789,yes,yes,2.765063,3.642802,Sometimes,no,2.117733,no,0.934286,0.839659,Sometimes,Public_Transportation,Overweight_Level_I 3143,Female,20.954955,1.746516,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.584716,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 3144,Female,18.0,1.571812,45.0,no,yes,3.0,3.435904,Sometimes,no,2.548527,yes,1.453042,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3145,Male,24.622054,1.7,78.008388,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.454944,0.631217,Sometimes,Public_Transportation,Overweight_Level_II 3146,Male,17.0,1.8,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 3147,Male,23.455324,1.819557,88.675503,yes,yes,1.557287,2.77684,Sometimes,no,2.0,no,0.55713,0.143675,Sometimes,Public_Transportation,Overweight_Level_II 3148,Male,18.0,1.69,51.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 3149,Female,18.0,1.755254,80.500055,yes,yes,1.979944,3.0,Sometimes,no,1.142644,no,2.000088,0.839659,no,Public_Transportation,Overweight_Level_I 3150,Male,20.0,1.83,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 3151,Female,22.927011,1.71978,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,1.46046,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 3152,Female,21.011124,1.688426,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.755497,no,1.577824,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 3153,Male,36.67933,1.769269,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.771469,no,2.359339,0.0,no,Automobile,Obesity_Type_I 3154,Male,25.846279,1.680991,103.705418,yes,yes,2.312528,1.680838,Sometimes,no,1.723372,no,0.181324,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3155,Male,21.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3156,Male,18.0,1.876898,108.90198,yes,yes,2.0,3.0,Sometimes,no,2.506296,no,1.0,1.415536,no,Public_Transportation,Obesity_Type_I 3157,Female,21.0,1.71,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 3158,Female,18.0,1.65,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 3159,Female,19.084967,1.561109,49.932199,no,yes,2.372494,3.390143,Sometimes,no,1.490613,no,2.0,1.727828,Sometimes,Public_Transportation,Insufficient_Weight 3160,Female,26.0,1.624134,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.16779,Sometimes,Public_Transportation,Obesity_Type_III 3161,Male,23.0,1.82559,120.151967,yes,yes,2.927187,3.0,Sometimes,no,2.0,no,1.425712,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3162,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 3163,Male,17.08525,1.799742,83.014033,yes,yes,2.0,2.646717,Sometimes,no,2.991671,no,2.148738,0.426643,Sometimes,Public_Transportation,Overweight_Level_II 3164,Female,20.0,1.82,87.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 3165,Female,19.0,1.55,49.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3166,Female,25.97731,1.626179,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.074412,no,0.045246,0.545993,Sometimes,Public_Transportation,Obesity_Type_III 3167,Male,30.702559,1.86198,126.418413,yes,yes,2.927187,3.0,Sometimes,no,1.508796,no,0.902776,0.723154,Sometimes,Public_Transportation,Obesity_Type_II 3168,Female,26.0,1.633945,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 3169,Male,26.0,1.839699,105.696358,yes,yes,2.0,3.0,Sometimes,no,2.434832,no,0.0,1.019452,Sometimes,Public_Transportation,Obesity_Type_I 3170,Male,23.0,1.75,95.269089,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 3171,Female,23.0,1.650012,80.473587,yes,yes,2.765769,2.378211,Sometimes,no,2.881677,no,0.503122,1.0,no,Public_Transportation,Obesity_Type_I 3172,Female,19.272573,1.672446,49.125955,no,no,2.494451,3.105007,Sometimes,no,1.0,no,1.993666,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3173,Male,32.707653,1.696954,90.0,yes,no,2.0,2.138375,Sometimes,no,1.985312,no,0.958555,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3174,Female,41.318302,1.62439,80.0,yes,yes,2.0,2.98212,Sometimes,no,1.336526,no,0.0,0.41758,Sometimes,Automobile,Obesity_Type_I 3175,Male,20.0,1.67,67.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3176,Female,23.035829,1.556611,44.236067,no,no,2.33361,2.87747,Frequently,no,1.675733,yes,0.578074,0.0,no,Public_Transportation,Insufficient_Weight 3177,Female,39.12631,1.562889,77.473204,yes,yes,2.0,1.0,Sometimes,no,1.959531,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3178,Male,25.659092,1.838441,117.631707,yes,yes,2.128574,2.734762,Sometimes,no,2.482294,no,1.110215,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3179,Female,21.0,1.65,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3180,Female,19.931667,1.653209,49.026214,no,yes,2.059138,3.0,Sometimes,no,1.965237,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3181,Male,18.0,1.67,67.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3182,Female,25.950898,1.629491,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 3183,Male,55.022494,1.710948,84.75383,yes,yes,2.0,2.962004,Sometimes,no,2.766674,no,0.057758,0.0,Frequently,Automobile,Overweight_Level_II 3184,Male,35.0,1.75,85.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3185,Female,18.863875,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.066241,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3186,Female,18.0,1.55,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3187,Male,21.798856,1.7921,105.042194,yes,yes,2.490776,3.0,Sometimes,no,2.791604,no,1.96582,0.145284,Sometimes,Public_Transportation,Obesity_Type_I 3188,Male,19.0,1.62,70.0,no,no,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3189,Male,18.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 3190,Male,21.0,1.67,60.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 3191,Female,21.28253,1.756338,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.399183,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 3192,Male,40.50021,1.748103,109.910012,yes,yes,2.317459,3.0,Sometimes,no,1.0,no,0.654316,0.0,no,Automobile,Obesity_Type_II 3193,Male,30.424369,1.773766,103.189532,yes,yes,2.600217,3.0,Sometimes,no,1.0,no,1.858554,0.0,no,Public_Transportation,Obesity_Type_II 3194,Female,23.0,1.65,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3195,Male,17.0,1.7,87.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 3196,Female,37.542885,1.55,77.205685,yes,yes,2.0,2.974204,Sometimes,no,1.0,no,1.46361,0.0,Sometimes,Automobile,Obesity_Type_II 3197,Male,27.899784,1.799902,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.593704,Frequently,Public_Transportation,Overweight_Level_II 3198,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3199,Female,22.0,1.56,45.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3200,Female,19.0,1.6,45.0,no,no,2.0,3.0,Frequently,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3201,Female,19.633898,1.637945,45.0,no,yes,3.0,3.0,Frequently,no,2.45126,yes,1.295697,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3202,Male,17.039058,1.717775,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.89388,no,Automobile,Overweight_Level_II 3203,Female,25.976209,1.623303,109.207614,yes,yes,3.0,3.0,Sometimes,no,1.723372,no,0.027101,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 3204,Male,31.0,1.8,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3205,Male,43.719395,1.7,86.748295,yes,yes,2.0,3.0,Sometimes,no,2.568063,no,0.632164,0.0,no,Automobile,Overweight_Level_II 3206,Female,20.0,1.61,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3207,Male,18.0,1.836007,86.963628,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.441605,Sometimes,Public_Transportation,Overweight_Level_I 3208,Female,25.951737,1.629442,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.035928,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 3209,Female,16.198153,1.74285,53.699561,yes,yes,1.851262,1.0,Sometimes,no,2.0,no,0.168023,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3210,Female,38.0,1.59,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 3211,Male,21.0,1.716521,75.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.976582,1.718513,Sometimes,Public_Transportation,Overweight_Level_I 3212,Male,29.605025,1.681021,89.994415,yes,yes,2.0,1.169173,Sometimes,no,2.781628,no,1.078074,0.0,Sometimes,Automobile,Obesity_Type_I 3213,Male,30.0,1.69,90.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 3214,Female,20.552695,1.675562,104.159564,yes,yes,3.0,3.0,Sometimes,no,1.11756,no,0.118271,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 3215,Female,22.0,1.65,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3216,Male,18.0,1.7,83.0,no,no,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 3217,Female,25.954511,1.623303,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.06275,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 3218,Female,32.0,1.48,60.0,yes,no,1.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 3219,Male,25.140074,1.764138,114.163921,yes,yes,2.819934,3.0,Sometimes,no,2.104696,no,0.121585,0.072264,Sometimes,Public_Transportation,Obesity_Type_II 3220,Male,23.0,1.75,96.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 3221,Male,20.0,1.83,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 3222,Female,25.918524,1.621231,104.593929,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,0.319156,0.70558,Sometimes,Public_Transportation,Obesity_Type_III 3223,Female,26.0,1.633195,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 3224,Female,22.0,1.55,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3225,Female,18.007177,1.609321,82.193405,yes,yes,1.972926,3.0,Sometimes,no,1.003063,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 3226,Male,14.0,1.73,72.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3227,Female,33.009285,1.6,66.611273,yes,yes,3.0,2.218285,Sometimes,no,2.0,no,1.997529,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3228,Male,18.0,1.75,50.0,no,no,3.0,4.0,Always,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 3229,Female,23.887569,1.567915,83.337721,yes,yes,2.0,1.10548,Sometimes,no,2.0,no,0.0,0.969085,Sometimes,Public_Transportation,Obesity_Type_I 3230,Female,21.501721,1.707508,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.792929,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 3231,Male,23.384374,1.767121,116.160329,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.979306,1.432336,Sometimes,Public_Transportation,Obesity_Type_II 3232,Female,18.297229,1.602025,82.012637,yes,yes,2.913486,3.0,Sometimes,no,1.005864,no,1.000227,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3233,Female,25.951737,1.654784,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.517215,no,0.035928,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 3234,Male,31.783845,1.789321,120.0,yes,yes,2.045027,3.0,Sometimes,no,2.318134,no,1.997529,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 3235,Male,21.0,1.64,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 3236,Male,25.137087,1.788239,115.382519,yes,yes,2.611847,3.0,Sometimes,no,2.111913,no,1.315045,0.380695,Sometimes,Public_Transportation,Obesity_Type_II 3237,Male,28.421533,1.722785,112.982549,yes,yes,1.572036,3.0,Sometimes,no,2.724099,no,0.0,0.276364,Sometimes,Public_Transportation,Obesity_Type_II 3238,Female,38.0,1.64,71.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 3239,Female,20.0,1.63,45.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3240,Female,16.0,1.79,59.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3241,Female,26.0,1.68395,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 3242,Male,17.888073,1.811738,99.540122,yes,yes,2.0,2.880817,Sometimes,no,2.434832,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3243,Male,20.0,1.69,69.0,yes,no,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3244,Male,23.0,1.712061,75.0,no,yes,2.0,3.691226,Frequently,no,1.333707,no,0.0,1.547086,Sometimes,Public_Transportation,Overweight_Level_I 3245,Female,23.0,1.56,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3246,Male,21.125098,1.709731,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.793573,0.0,no,Public_Transportation,Overweight_Level_II 3247,Male,18.741188,1.755333,84.75383,yes,no,2.0,2.902766,Sometimes,no,1.967091,no,1.0,1.898139,Sometimes,Public_Transportation,Overweight_Level_II 3248,Female,17.0,1.55,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3249,Female,21.0,1.53,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 3250,Female,18.0,1.62,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3251,Female,20.941943,1.812963,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.246831,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 3252,Female,27.0,1.6,59.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3253,Female,25.959772,1.629442,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.030541,0.656491,Sometimes,Public_Transportation,Obesity_Type_III 3254,Female,19.035557,1.694726,127.427458,yes,yes,3.0,3.0,Sometimes,no,1.732072,no,0.902776,0.938801,Sometimes,Public_Transportation,Obesity_Type_III 3255,Female,21.0,1.65,61.0,yes,yes,3.0,1.0,Always,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 3256,Female,26.0,1.643332,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.078607,Sometimes,Public_Transportation,Obesity_Type_III 3257,Female,24.0,1.64,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3258,Male,17.405104,1.757961,57.145917,yes,yes,3.0,3.762778,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 3259,Female,21.001969,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.683497,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 3260,Male,19.126145,1.792435,87.27989,no,yes,2.0,1.0,Sometimes,no,1.152736,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3261,Female,19.126145,1.71146,132.94066,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,1.624981,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 3262,Male,25.498751,1.823545,121.889803,yes,yes,2.252698,3.0,Sometimes,no,2.165408,no,1.089891,0.092736,Sometimes,Public_Transportation,Obesity_Type_II 3263,Female,21.274628,1.748524,133.937873,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.464674,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 3264,Male,24.001889,1.696201,100.618239,yes,yes,2.880483,1.202179,Sometimes,no,1.017006,no,0.503279,1.09838,Sometimes,Public_Transportation,Obesity_Type_II 3265,Female,25.932792,1.623303,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.050564,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 3266,Female,21.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3267,Female,26.0,1.622468,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.105895,Sometimes,Public_Transportation,Obesity_Type_III 3268,Female,21.0,1.69,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3269,Male,31.387982,1.817917,91.204753,yes,yes,2.9673,1.735493,Sometimes,no,2.405963,yes,0.94676,0.469735,Sometimes,Automobile,Overweight_Level_I 3270,Male,27.0,1.682916,89.994351,yes,yes,1.521604,1.317884,Sometimes,no,1.776991,no,0.0,0.313016,Sometimes,Automobile,Obesity_Type_I 3271,Male,22.889099,1.873368,121.527369,yes,yes,2.347942,3.0,Sometimes,no,1.555534,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3272,Male,30.605225,1.909188,129.363771,yes,yes,2.939727,3.0,Sometimes,no,1.125338,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3273,Male,23.260061,1.849998,121.414744,yes,yes,2.630137,2.595126,Sometimes,no,1.347559,no,1.993666,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3274,Male,21.027662,1.838266,87.27989,yes,yes,2.0,2.142328,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3275,Female,37.872971,1.630379,80.0,yes,yes,2.0,1.0,Sometimes,no,2.929123,no,2.230547,0.0,Sometimes,Automobile,Obesity_Type_I 3276,Female,25.96701,1.632193,102.872802,yes,yes,3.0,3.0,Sometimes,no,1.2751,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 3277,Female,18.0,1.59559,41.557468,no,yes,2.959658,1.411685,Sometimes,no,1.0,no,0.0,1.59405,Sometimes,Public_Transportation,Insufficient_Weight 3278,Male,33.0,1.7,83.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Frequently,Automobile,Overweight_Level_II 3279,Male,25.920738,1.764138,114.144378,yes,yes,1.994679,3.0,Sometimes,no,2.081719,no,0.712726,0.7702,Sometimes,Public_Transportation,Obesity_Type_II 3280,Male,21.0,1.75,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3281,Female,18.0,1.838791,52.629374,yes,yes,2.81646,3.0,Frequently,no,2.0,no,0.520407,1.758865,Sometimes,Public_Transportation,Insufficient_Weight 3282,Male,18.0,1.8,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3283,Male,17.997009,1.768834,85.0,yes,no,3.0,2.449067,Sometimes,no,2.0,no,1.0,0.128895,Sometimes,Public_Transportation,Overweight_Level_II 3284,Male,55.0,1.76,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_I 3285,Male,21.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3286,Female,21.0,1.67,80.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 3287,Female,26.0,1.627818,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 3288,Male,25.526746,1.783381,115.347176,yes,yes,1.32534,3.0,Sometimes,no,2.102709,no,1.32534,0.380979,Sometimes,Public_Transportation,Obesity_Type_II 3289,Female,26.0,1.673352,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.632871,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 3290,Male,17.0,1.79,99.0,yes,no,2.0,3.0,Always,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3291,Female,19.858973,1.520997,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 3292,Female,21.0,1.72,78.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 3293,Male,33.251015,1.611434,97.58826,yes,yes,2.959658,2.938902,Sometimes,no,1.0,no,1.99975,0.0,no,Automobile,Obesity_Type_II 3294,Male,18.128249,1.716545,52.08657,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.191998,Sometimes,Public_Transportation,Insufficient_Weight 3295,Female,26.0,1.641918,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 3296,Female,33.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 3297,Male,23.454558,1.86714,121.835883,yes,yes,2.749629,2.658837,Sometimes,no,2.0,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3298,Female,20.0,1.6,55.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3299,Female,18.0,1.56,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3300,Female,20.0,1.6,66.5,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3301,Female,26.0,1.650125,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 3302,Female,22.771612,1.622787,82.0,yes,yes,1.369529,3.0,Sometimes,no,2.092326,no,0.0,0.322307,Sometimes,Public_Transportation,Obesity_Type_I 3303,Female,19.0,1.52,42.0,no,yes,2.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3304,Male,22.771001,1.786238,89.048151,yes,yes,1.99124,2.138375,Sometimes,no,2.0,no,0.977998,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3305,Female,19.639431,1.567756,42.0,no,yes,3.0,1.0,Frequently,no,1.639326,yes,1.067817,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3306,Male,25.962949,1.767186,112.10074,yes,yes,1.868212,3.0,Sometimes,no,2.116399,no,0.0,0.413106,Sometimes,Automobile,Obesity_Type_II 3307,Male,18.0,1.7,80.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 3308,Male,30.916426,1.82559,120.860386,yes,yes,2.971574,3.0,Sometimes,no,3.0,no,0.691369,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3309,Female,25.96701,1.654784,104.758713,yes,yes,3.0,3.0,Sometimes,no,2.612758,no,0.24629,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 3310,Female,26.0,1.616975,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 3311,Male,16.093234,1.609321,65.0,no,yes,2.0,1.0,Sometimes,no,2.0,yes,0.973114,0.86374,no,Public_Transportation,Overweight_Level_I 3312,Female,26.0,1.633887,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 3313,Male,17.6739,1.821514,59.409018,yes,yes,2.0,2.038373,Sometimes,no,1.0,no,2.2405,0.0,no,Automobile,Insufficient_Weight 3314,Male,21.0,1.65,65.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 3315,Female,20.0,1.66,60.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 3316,Male,16.0,1.72,66.5,yes,yes,2.0,1.0,Always,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 3317,Female,20.0,1.62,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3318,Female,16.0,1.55,45.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,0.0,1.0,no,Walking,Normal_Weight 3319,Male,19.045357,1.824449,87.861431,no,yes,2.0,3.0,Sometimes,no,2.297896,no,2.878414,0.704637,no,Automobile,Obesity_Type_I 3320,Female,16.865984,1.647811,45.0,no,yes,3.0,3.0,Sometimes,no,2.858171,no,1.39302,0.001096,Sometimes,Public_Transportation,Insufficient_Weight 3321,Female,33.185661,1.640426,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.802305,Sometimes,Automobile,Overweight_Level_I 3322,Female,17.0,1.534385,50.0,no,yes,2.591439,3.0,Sometimes,no,1.0,no,1.96582,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3323,Male,17.491272,1.834637,59.990861,yes,yes,2.943749,4.0,Sometimes,no,2.0,no,2.0,0.128895,no,Automobile,Overweight_Level_I 3324,Female,26.0,1.62414,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 3325,Male,31.194323,1.681719,90.015488,yes,yes,2.0,2.993623,Sometimes,no,2.358088,no,1.04268,0.0,Sometimes,Automobile,Obesity_Type_I 3326,Female,17.823438,1.673352,50.0,no,no,2.0,3.207071,Sometimes,no,1.0,no,0.877295,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3327,Male,20.801791,1.623113,102.233445,yes,yes,2.0,3.0,Sometimes,no,1.033199,no,0.259427,0.062167,no,Public_Transportation,Obesity_Type_I 3328,Male,25.659092,1.829529,114.133149,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,1.045107,0.003229,Sometimes,Public_Transportation,Obesity_Type_II 3329,Female,38.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Obesity_Type_I 3330,Female,22.591439,1.65,80.0,yes,yes,2.0,1.402771,Sometimes,no,2.0,no,1.097983,2.0,Sometimes,Public_Transportation,Overweight_Level_I 3331,Female,18.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 3332,Female,21.0,1.63,82.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3333,Female,18.0,1.643332,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.343044,no,Public_Transportation,Obesity_Type_I 3334,Female,25.96773,1.603404,105.031908,yes,yes,3.0,3.0,Sometimes,no,1.919473,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 3335,Male,23.118327,1.774775,121.248035,yes,yes,2.9553,2.120936,Sometimes,no,2.020249,no,1.583832,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3336,Female,19.054938,1.716521,49.932199,no,yes,2.668949,3.0,Sometimes,no,1.992548,no,2.0,1.202902,Sometimes,Public_Transportation,Insufficient_Weight 3337,Male,18.0,1.721854,52.514302,yes,yes,2.774562,3.0,Sometimes,no,2.0,no,0.027433,1.884138,no,Public_Transportation,Insufficient_Weight 3338,Male,23.090215,1.686033,90.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.0,1.094046,Sometimes,Public_Transportation,Overweight_Level_II 3339,Male,23.0,1.82697,97.813023,yes,yes,2.0,2.956422,Sometimes,no,2.977516,no,2.270555,1.944177,no,Public_Transportation,Obesity_Type_I 3340,Male,24.449655,1.854162,97.92035,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3341,Male,20.0,1.71,68.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Walking,Normal_Weight 3342,Female,26.0,1.659557,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.233987,0.142056,Sometimes,Public_Transportation,Obesity_Type_III 3343,Female,23.426036,1.739991,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.70464,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 3344,Female,37.356288,1.559567,80.0,yes,yes,2.0,2.9796,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 3345,Female,26.0,1.641849,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 3346,Female,40.106145,1.758687,79.863546,yes,yes,2.032883,2.992083,Sometimes,no,1.81786,no,0.82666,0.0,no,Automobile,Overweight_Level_II 3347,Male,22.970655,1.773656,55.01045,yes,yes,2.0,3.205009,Frequently,no,2.0,no,2.460238,0.0,no,Public_Transportation,Insufficient_Weight 3348,Female,33.270448,1.768834,87.861431,no,yes,2.81646,3.0,Sometimes,no,1.836791,no,2.685087,0.0,Sometimes,Automobile,Overweight_Level_I 3349,Female,38.384177,1.7,78.967919,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.541455,Sometimes,Automobile,Overweight_Level_I 3350,Male,23.327836,1.61082,100.245302,yes,yes,2.113843,2.977909,Sometimes,no,1.042989,no,0.390877,0.0,no,Public_Transportation,Obesity_Type_II 3351,Female,25.999174,1.611452,102.000122,yes,yes,3.0,3.0,Sometimes,no,1.000536,no,0.069802,1.0,Sometimes,Public_Transportation,Obesity_Type_III 3352,Female,17.0,1.6,65.0,yes,yes,3.0,3.0,Always,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3353,Female,18.535075,1.664752,45.0,no,yes,3.0,3.0,Frequently,no,2.693978,yes,1.48524,0.741069,Sometimes,Public_Transportation,Insufficient_Weight 3354,Female,21.0,1.558045,63.852953,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 3355,Male,24.023972,1.690262,99.540122,yes,yes,2.919526,2.991666,Sometimes,no,1.0,no,0.0,0.481357,no,Public_Transportation,Obesity_Type_II 3356,Female,17.925497,1.755507,55.3,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3357,Male,24.0,1.7,62.0,no,no,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 3358,Female,26.0,1.656504,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 3359,Male,33.0,1.74,75.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 3360,Female,20.0,1.62,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 3361,Female,26.0,1.642392,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.690082,Sometimes,Public_Transportation,Obesity_Type_III 3362,Female,34.432669,1.609321,84.451423,yes,yes,2.061384,2.604998,Sometimes,no,2.675567,no,2.358699,0.290898,no,Automobile,Obesity_Type_I 3363,Female,40.0,1.5891,80.0,yes,yes,2.0,3.0,Sometimes,no,1.326165,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3364,Female,25.954511,1.675185,104.846218,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.167943,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 3365,Female,38.71216,1.67861,78.0,yes,yes,2.971588,2.849848,Sometimes,no,1.947935,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 3366,Female,30.0,1.56,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 3367,Male,20.0,1.7,70.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3368,Female,18.0,1.65,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Walking,Normal_Weight 3369,Male,17.0,1.85,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3370,Male,25.140074,1.835381,120.996074,yes,yes,2.871016,3.0,Sometimes,no,3.0,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3371,Female,17.0,1.61,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3372,Female,21.0,1.53,65.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 3373,Male,23.0,1.7,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3374,Female,33.0,1.48,49.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3375,Male,23.0,1.791174,105.025808,yes,yes,2.262171,3.0,Sometimes,no,2.292073,no,0.317363,0.509396,Sometimes,Public_Transportation,Obesity_Type_I 3376,Male,18.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Walking,Overweight_Level_I 3377,Female,18.0,1.63,68.0,no,no,3.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 3378,Female,42.318302,1.516007,80.0,yes,yes,2.0,3.0,Sometimes,no,2.721356,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 3379,Male,19.0,1.8,57.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3380,Male,25.0,1.65,68.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3381,Female,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,no,Public_Transportation,Overweight_Level_II 3382,Male,24.0,1.6,65.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3383,Male,19.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 3384,Female,30.0,1.65,60.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 3385,Female,18.198322,1.65,82.0,yes,yes,1.123939,3.0,Sometimes,no,1.660614,no,1.0,1.551934,Sometimes,Public_Transportation,Obesity_Type_I 3386,Male,21.0,1.75,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3387,Male,24.0,1.72,66.4,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3388,Female,21.0,1.62,58.0,yes,no,3.0,4.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 3389,Female,25.565662,1.642392,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.204055,no,0.094851,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 3390,Male,21.011124,1.672101,70.442775,yes,yes,2.009952,3.0,Sometimes,no,2.0,no,1.98448,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3391,Male,18.0,1.78,108.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3392,Female,21.695892,1.783609,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.832659,no,1.931173,0.742423,Sometimes,Public_Transportation,Obesity_Type_III 3393,Female,26.0,1.626449,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 3394,Female,22.377998,1.670667,51.314659,yes,yes,2.794197,3.409363,Frequently,no,1.336378,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3395,Male,30.188303,1.757132,112.875283,yes,yes,1.387489,3.0,Sometimes,no,2.039514,no,0.0,0.092736,Sometimes,Automobile,Obesity_Type_II 3396,Female,33.0,1.65,60.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 3397,Female,21.0,1.71,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3398,Female,26.0,1.656504,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 3399,Male,18.0,1.799406,108.316462,yes,yes,2.0,1.941307,Sometimes,no,2.462916,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3400,Female,18.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3401,Male,26.015448,1.792527,105.19936,yes,yes,3.0,3.0,Sometimes,no,2.715252,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_I 3402,Female,17.0,1.7,56.0,yes,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Automobile,Normal_Weight 3403,Male,26.0,1.78,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3404,Male,28.255199,1.784049,120.009392,yes,yes,2.766612,3.0,Sometimes,no,2.923856,no,0.880584,1.74288,Sometimes,Automobile,Obesity_Type_II 3405,Male,19.0,1.69,50.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3406,Male,26.945139,1.75,118.102897,yes,yes,2.723953,3.0,Sometimes,no,2.297896,no,1.089891,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3407,Male,17.0,1.65,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3408,Male,20.285965,1.773664,103.004554,yes,yes,2.738485,2.9796,Sometimes,no,1.000536,no,1.322558,0.0,no,Public_Transportation,Obesity_Type_I 3409,Male,40.0,1.8,92.0,yes,no,3.0,3.0,Frequently,no,3.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 3410,Male,33.0816,1.703584,83.199034,yes,yes,2.0,2.951837,Sometimes,no,1.0,no,0.121585,0.879925,Sometimes,Automobile,Overweight_Level_II 3411,Male,21.81119,1.71266,98.66176,yes,yes,2.0,3.0,Sometimes,no,2.874336,no,2.89118,0.0,no,Public_Transportation,Obesity_Type_I 3412,Female,19.0,1.56,49.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3413,Male,35.217173,1.719509,83.986714,yes,yes,2.0,2.9948,Sometimes,no,2.0,no,1.333435,0.0,no,Automobile,Overweight_Level_II 3414,Female,25.959772,1.618573,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 3415,Female,21.0,1.63,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3416,Female,18.0,1.5,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 3417,Male,24.362124,1.65,89.496905,yes,yes,1.123672,3.0,Sometimes,no,2.0,no,0.922014,0.0,Sometimes,Automobile,Obesity_Type_I 3418,Female,26.0,1.626503,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.459274,Sometimes,Public_Transportation,Obesity_Type_III 3419,Female,19.47554,1.544263,39.695295,no,yes,3.0,3.765526,Sometimes,no,2.654702,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3420,Male,16.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3421,Male,25.0,1.75,120.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3422,Female,23.252457,1.623707,82.568035,yes,yes,2.34222,2.271734,Sometimes,no,2.777379,no,2.0,1.103349,no,Public_Transportation,Obesity_Type_I 3423,Male,29.970445,1.792527,89.836692,yes,yes,2.030256,2.37985,Sometimes,no,1.895876,no,0.868721,0.0,Sometimes,Automobile,Obesity_Type_I 3424,Male,19.0,1.76,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3425,Female,23.426036,1.751038,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.464674,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 3426,Male,17.0,1.7,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3427,Male,30.551762,1.759803,119.087557,yes,yes,2.323351,3.0,Sometimes,no,2.16467,no,0.090147,1.112489,Sometimes,Automobile,Obesity_Type_II 3428,Female,21.009437,1.685947,68.884784,yes,yes,1.451337,3.654061,no,no,2.002871,no,0.228307,0.459759,Sometimes,Public_Transportation,Overweight_Level_I 3429,Male,26.595893,1.713825,80.386078,yes,yes,2.0,2.870005,Sometimes,no,2.642273,no,0.288032,0.505266,Frequently,Automobile,Overweight_Level_I 3430,Female,25.0,1.64,51.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3431,Male,26.358919,1.838266,117.298233,yes,yes,2.175276,3.0,Sometimes,no,2.151496,no,1.858265,0.857718,Sometimes,Automobile,Obesity_Type_II 3432,Female,40.0,1.64,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3433,Female,25.929746,1.623303,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.0,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 3434,Male,20.0,1.7,82.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 3435,Female,18.0,1.76,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3436,Male,27.266287,1.827279,120.872294,yes,yes,2.637202,3.0,Sometimes,no,2.966647,no,1.159598,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 3437,Male,23.745833,1.703098,102.686239,yes,yes,2.766441,2.832018,Sometimes,no,1.0,no,1.525165,0.0,no,Public_Transportation,Obesity_Type_II 3438,Male,18.0,1.72,80.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3439,Male,23.0,1.681719,90.744965,yes,yes,2.0,2.372339,Sometimes,no,1.853991,no,0.901924,1.041677,Sometimes,Public_Transportation,Obesity_Type_I 3440,Male,21.086512,1.767058,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3441,Female,38.748307,1.614075,80.914382,yes,yes,2.0,2.608055,Sometimes,no,1.947935,no,0.82666,0.0,Sometimes,Automobile,Obesity_Type_I 3442,Male,18.128249,1.701284,52.08657,yes,yes,1.642241,3.0,Sometimes,no,2.0,no,0.112454,1.895312,Sometimes,Public_Transportation,Insufficient_Weight 3443,Male,19.0,1.85,86.0,no,yes,2.0,4.0,Frequently,no,2.0,no,3.0,0.0,Frequently,Bike,Overweight_Level_I 3444,Male,18.0,1.8,82.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_I 3445,Female,19.72925,1.611239,67.913561,yes,yes,1.780746,3.098399,Sometimes,no,2.147746,yes,0.630944,1.650778,Sometimes,Public_Transportation,Overweight_Level_I 3446,Male,34.0,1.79,84.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_II 3447,Female,20.9859,1.824432,105.254354,yes,yes,2.0,3.0,Sometimes,no,2.781628,no,2.318492,0.786066,no,Public_Transportation,Obesity_Type_I 3448,Female,26.0,1.65,74.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3449,Male,21.0,1.75,47.0,no,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Motorbike,Insufficient_Weight 3450,Male,23.0,1.76,53.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 3451,Female,19.0,1.6,48.0,no,yes,2.0,3.0,Always,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3452,Female,23.0,1.62,82.0,yes,yes,1.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3453,Male,40.654155,1.609418,109.599453,yes,yes,2.068834,3.0,Sometimes,no,2.01051,no,1.781589,0.0,no,Automobile,Obesity_Type_II 3454,Female,21.0,1.65,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 3455,Male,21.0,1.72,100.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 3456,Male,19.0,1.75,75.0,no,no,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 3457,Female,22.0,1.68,52.0,no,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 3458,Female,20.0,1.52,42.0,no,no,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3459,Female,26.0,1.623303,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.397653,no,0.033328,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 3460,Male,38.748307,1.762921,118.165082,yes,yes,2.744994,3.0,Sometimes,no,2.623344,no,0.901924,0.0,Sometimes,Automobile,Obesity_Type_II 3461,Male,21.413642,1.824655,106.421042,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.58483,no,Public_Transportation,Obesity_Type_I 3462,Female,23.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3463,Male,24.920362,1.783901,120.988454,yes,yes,2.475892,3.0,Sometimes,no,2.949356,no,1.866839,0.100048,Sometimes,Automobile,Obesity_Type_II 3464,Female,25.951737,1.643421,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.035928,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 3465,Female,19.0,1.57,45.0,no,yes,2.0,4.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 3466,Male,20.0,1.67,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Automobile,Overweight_Level_II 3467,Male,23.0,1.623278,97.449743,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.809745,1.978043,no,Public_Transportation,Obesity_Type_I 3468,Male,27.635029,1.75015,120.898397,yes,yes,2.971351,3.0,Sometimes,no,2.151809,no,0.598438,1.415536,Sometimes,Public_Transportation,Obesity_Type_II 3469,Female,25.498751,1.678658,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.217455,0.54859,Sometimes,Public_Transportation,Obesity_Type_III 3470,Male,23.0,1.72,76.0,yes,yes,1.0,3.0,Sometimes,yes,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3471,Female,51.0,1.63,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3472,Male,22.0,1.65,57.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3473,Female,18.48207,1.709585,50.0,no,yes,1.005578,3.734323,Sometimes,no,1.0,no,1.621412,0.965604,Sometimes,Public_Transportation,Insufficient_Weight 3474,Female,20.0,1.61,61.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3475,Female,26.0,1.640741,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 3476,Male,21.0,1.64,70.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3477,Female,21.538225,1.738935,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.61837,no,1.624981,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 3478,Female,22.980221,1.7108,50.92538,yes,yes,2.0,3.489918,Frequently,no,2.0,no,2.787319,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3479,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 3480,Female,16.38009,1.608914,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.612741,0.133005,Sometimes,Public_Transportation,Insufficient_Weight 3481,Female,21.0,1.54,50.0,yes,no,3.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Automobile,Normal_Weight 3482,Male,24.0,1.79,90.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Obesity_Type_I 3483,Female,26.047077,1.6,78.055968,yes,yes,2.0,1.0,Sometimes,no,2.597746,no,0.261274,0.0,Frequently,Public_Transportation,Overweight_Level_I 3484,Female,20.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 3485,Female,18.0,1.59,48.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 3486,Male,24.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3487,Male,22.0,1.65,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 3488,Female,17.992717,1.613669,50.0,no,yes,1.123939,3.732126,Sometimes,no,2.0,no,0.123987,0.378619,Sometimes,Public_Transportation,Insufficient_Weight 3489,Male,21.0,1.62,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3490,Male,24.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3491,Male,30.945369,1.796332,120.901591,yes,yes,2.195964,2.954446,Sometimes,no,2.519841,no,1.089344,0.0,Sometimes,Automobile,Obesity_Type_II 3492,Male,20.244359,1.782269,104.988082,yes,yes,2.0,3.0,Sometimes,no,2.32502,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3493,Male,40.50021,1.748103,109.900472,yes,yes,2.317459,3.220181,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_II 3494,Male,21.0,1.65,67.0,yes,yes,2.0,1.0,no,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 3495,Female,47.283374,1.69382,81.927379,yes,yes,2.0,1.672751,Sometimes,no,1.827515,no,0.782416,0.0,no,Automobile,Overweight_Level_II 3496,Female,18.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3497,Female,21.030909,1.747773,127.902844,yes,yes,3.0,3.0,Sometimes,no,1.705218,no,1.747347,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 3498,Female,26.0,1.627567,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 3499,Male,19.0,1.7,80.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 3500,Female,26.0,1.641918,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,0.545919,0.58345,Sometimes,Public_Transportation,Obesity_Type_III 3501,Male,24.002404,1.76569,121.065052,yes,yes,3.0,3.0,Sometimes,no,1.362583,no,1.592494,0.128895,Sometimes,Public_Transportation,Obesity_Type_II 3502,Male,21.0,1.67,90.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3503,Male,17.0,1.7,84.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 3504,Male,36.0,1.74,75.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 3505,Female,19.0,1.64,49.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3506,Male,25.653233,1.84842,117.75701,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,0.0,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 3507,Female,20.989016,1.748533,129.852531,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.414209,0.862724,Sometimes,Public_Transportation,Obesity_Type_III 3508,Male,19.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3509,Female,26.0,1.53,71.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 3510,Male,33.789301,1.699474,103.017623,yes,yes,2.787589,2.129909,Sometimes,no,1.023328,no,1.917383,1.0,no,Public_Transportation,Obesity_Type_II 3511,Female,26.0,1.643167,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 3512,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 3513,Male,21.0,1.8,68.0,no,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3514,Female,37.955371,1.560648,80.0,yes,yes,2.948425,1.818026,Sometimes,no,1.459511,no,1.71807,0.0,Sometimes,Automobile,Obesity_Type_I 3515,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 3516,Male,24.05331,1.762921,117.384745,yes,yes,2.871016,2.954446,Sometimes,no,2.0,no,1.586525,0.625371,Sometimes,Public_Transportation,Obesity_Type_II 3517,Male,21.0,1.72,70.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Bike,Overweight_Level_I 3518,Female,18.0,1.7,50.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 3519,Male,22.591026,1.713825,95.277392,yes,yes,1.164062,3.0,Sometimes,no,2.0,no,2.891986,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3520,Female,38.0,1.74,79.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 3521,Female,17.0,1.57,53.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3522,Male,22.754646,1.734237,96.940255,yes,yes,2.0,2.997414,Sometimes,no,2.654078,no,1.276552,1.338655,no,Public_Transportation,Obesity_Type_I 3523,Female,20.255616,1.689441,55.695253,no,yes,2.332074,3.443456,Frequently,no,1.333807,no,0.129902,0.078207,Sometimes,Public_Transportation,Insufficient_Weight 3524,Male,22.889099,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,0.826609,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3525,Female,21.982942,1.731067,78.664618,yes,yes,2.0,2.838388,Sometimes,no,2.774043,no,2.667739,0.808599,Sometimes,Public_Transportation,Overweight_Level_I 3526,Female,23.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 3527,Female,37.96543,1.508908,80.0,yes,yes,2.048216,1.508685,Sometimes,no,1.675733,no,0.0,0.0,no,Automobile,Overweight_Level_II 3528,Male,18.0,1.721854,52.514302,yes,yes,2.33998,3.0,Sometimes,no,2.039514,no,0.262171,1.884138,no,Public_Transportation,Insufficient_Weight 3529,Female,18.871917,1.7,50.0,no,yes,1.052699,3.998618,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3530,Male,25.540865,1.787264,114.133149,yes,yes,2.654076,3.0,Sometimes,no,2.111908,no,1.144876,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 3531,Female,18.0,1.53,51.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3532,Male,25.717522,1.773594,105.966894,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,0.159255,0.519905,Sometimes,Public_Transportation,Obesity_Type_I 3533,Male,33.0,1.8,91.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 3534,Male,18.0,1.844751,109.19936,yes,yes,2.0,1.619796,Sometimes,no,2.881533,no,0.807076,0.0,no,Public_Transportation,Obesity_Type_I 3535,Male,21.142432,1.64187,88.472359,yes,yes,2.0,1.262831,Sometimes,no,2.0,no,0.849811,1.516731,no,Public_Transportation,Obesity_Type_I 3536,Male,24.284861,1.694642,99.709329,yes,yes,2.823179,3.0,Sometimes,no,1.0,no,1.097983,0.044954,no,Public_Transportation,Obesity_Type_II 3537,Female,22.851773,1.749405,53.65727,yes,yes,2.81646,3.0,Sometimes,no,2.0,no,2.242754,0.868788,no,Public_Transportation,Insufficient_Weight 3538,Male,34.0,1.75,85.0,no,yes,2.0,3.0,Frequently,no,3.0,no,3.0,0.0,no,Automobile,Normal_Weight 3539,Female,23.0,1.62686,82.410189,yes,yes,2.945967,3.0,Sometimes,no,2.165804,no,0.245003,0.289218,Sometimes,Public_Transportation,Obesity_Type_I 3540,Female,38.098745,1.573987,77.97917,yes,yes,2.02091,3.0,Sometimes,no,1.298165,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3541,Female,19.0,1.64,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 3542,Female,29.981494,1.621412,71.788181,yes,yes,1.142468,3.714833,Sometimes,no,1.086391,no,1.264616,0.0,Sometimes,Automobile,Overweight_Level_I 3543,Female,37.832949,1.516007,76.661277,yes,yes,2.0,3.0,Sometimes,no,1.774778,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3544,Male,33.049121,1.66671,103.605896,yes,yes,2.0,2.996444,Sometimes,no,1.0,no,1.666965,0.0,Sometimes,Automobile,Obesity_Type_II 3545,Male,34.576714,1.786758,86.565148,yes,yes,2.0,2.625942,Sometimes,no,2.0,no,0.64235,0.0,Sometimes,Automobile,Overweight_Level_II 3546,Male,21.808159,1.836669,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 3547,Male,33.0,1.85,97.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 3548,Female,19.946244,1.534385,42.0,no,yes,2.725282,1.0,Frequently,no,1.0,no,0.0,0.797215,Sometimes,Public_Transportation,Insufficient_Weight 3549,Female,35.0,1.68,78.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3550,Male,29.669219,1.849307,121.657979,yes,yes,2.766612,3.0,Sometimes,no,2.435489,no,1.281165,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3551,Male,19.0,1.730199,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3552,Female,25.617227,1.686033,104.954834,yes,yes,3.0,3.0,Sometimes,no,1.006643,no,0.063383,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 3553,Male,18.0,1.85,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,2.0,no,Walking,Insufficient_Weight 3554,Female,21.0,1.65,55.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3555,Male,29.620095,1.889104,129.157346,yes,yes,2.239634,3.0,Sometimes,no,1.032834,no,1.072318,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3556,Male,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3557,Female,25.975187,1.656529,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.632871,no,0.065264,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 3558,Female,22.087389,1.481682,61.373868,yes,yes,2.0,3.0,Sometimes,no,1.278231,no,1.967627,0.0,no,Automobile,Insufficient_Weight 3559,Female,26.0,1.622397,110.824698,yes,yes,3.0,3.0,Sometimes,no,1.636326,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 3560,Male,25.137087,1.772449,115.531622,yes,yes,1.899116,3.0,Sometimes,no,2.11267,no,1.898889,0.317846,Sometimes,Public_Transportation,Obesity_Type_II 3561,Male,18.0,1.8,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3562,Male,21.0,1.75,125.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3563,Female,19.59904,1.809101,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,1.42237,0.622638,Sometimes,Public_Transportation,Obesity_Type_III 3564,Female,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 3565,Female,19.084967,1.716521,49.945233,no,yes,3.0,3.45259,Sometimes,no,1.490613,no,2.0,1.191998,Sometimes,Public_Transportation,Insufficient_Weight 3566,Male,22.0,1.85,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3567,Male,21.808159,1.701397,75.0,yes,yes,2.0,3.0,Sometimes,no,1.619305,no,1.814869,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3568,Male,17.971786,1.855543,86.098523,yes,yes,2.0,3.0,Sometimes,no,1.005864,no,1.0,0.153669,no,Public_Transportation,Overweight_Level_I 3569,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3570,Female,19.0,1.647811,49.603807,no,yes,2.866383,3.821168,Sometimes,no,1.438398,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3571,Male,20.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 3572,Male,22.730414,1.660761,98.447311,yes,yes,2.722161,1.058123,Sometimes,no,2.0,no,0.1768,0.434073,no,Public_Transportation,Obesity_Type_I 3573,Female,23.0,1.62,58.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3574,Male,22.829753,1.762921,116.160329,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,1.399183,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3575,Female,26.0,1.648143,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 3576,Male,25.100513,1.829757,118.332966,yes,yes,2.938687,2.752318,Sometimes,no,1.83412,no,1.144683,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3577,Female,26.0,1.641098,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 3578,Female,26.0,1.656504,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 3579,Male,18.0,1.654757,86.963628,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.877369,0.173665,no,Public_Transportation,Overweight_Level_II 3580,Male,19.895877,1.699474,75.0,yes,yes,2.424977,3.0,Sometimes,no,1.771781,no,0.105408,0.838957,Sometimes,Public_Transportation,Overweight_Level_I 3581,Male,19.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3582,Male,18.0,1.719827,51.588874,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.40913,Sometimes,Public_Transportation,Insufficient_Weight 3583,Female,21.680123,1.719365,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.680844,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 3584,Female,21.0,1.58,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 3585,Female,26.0,1.63302,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 3586,Female,19.091346,1.603923,45.0,no,no,3.0,3.0,Frequently,no,2.763573,yes,1.351996,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3587,Male,22.980957,1.824901,121.204668,yes,yes,2.0,1.894384,Sometimes,no,2.0,no,1.096818,1.556052,no,Public_Transportation,Obesity_Type_II 3588,Female,19.724106,1.710616,49.026214,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,1.980401,0.941336,no,Public_Transportation,Insufficient_Weight 3589,Male,31.783524,1.680171,91.499683,yes,yes,2.0,2.9948,Sometimes,no,1.134658,no,0.935217,0.105895,Sometimes,Automobile,Obesity_Type_I 3590,Male,18.0,1.79,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3591,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3592,Female,20.971429,1.595165,44.661461,no,no,2.609123,2.510135,Frequently,no,1.895876,no,0.107078,0.0,no,Public_Transportation,Insufficient_Weight 3593,Female,29.0,1.63,71.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 3594,Male,16.0,1.65,64.0,no,no,3.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3595,Male,21.0,1.72,75.0,no,no,2.0,1.0,Frequently,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3596,Female,25.653233,1.648143,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 3597,Female,40.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 3598,Male,18.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3599,Female,21.0,1.65,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 3600,Female,19.0,1.59,47.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3601,Male,29.08107,1.681855,93.638318,yes,yes,2.0,3.0,Sometimes,no,1.383831,no,0.345684,0.0,Sometimes,Automobile,Obesity_Type_I 3602,Male,31.965402,1.773594,120.399758,yes,yes,2.13683,3.0,Sometimes,yes,2.15635,no,0.882709,1.578517,Sometimes,Automobile,Obesity_Type_II 3603,Female,20.978166,1.719913,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.855054,no,1.68249,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 3604,Female,22.0,1.63,48.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3605,Male,30.022598,1.706525,102.083964,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.593704,no,Public_Transportation,Obesity_Type_II 3606,Male,29.246269,1.773594,129.867444,yes,yes,2.204914,3.0,Sometimes,no,1.998108,no,1.977918,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3607,Female,26.0,1.661712,112.010504,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 3608,Male,29.0,1.78,60.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Motorbike,Normal_Weight 3609,Male,27.931432,1.792527,120.344402,yes,yes,2.846452,3.0,Sometimes,no,2.530035,no,1.386151,0.635867,Sometimes,Public_Transportation,Obesity_Type_II 3610,Female,19.86997,1.746277,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,1.933595,0.417122,Sometimes,Public_Transportation,Obesity_Type_III 3611,Male,33.0,1.8,97.92035,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3612,Female,26.0,1.643167,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 3613,Female,21.0,1.62,68.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3614,Male,23.0,1.843172,97.959899,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.784471,1.0,no,Public_Transportation,Obesity_Type_I 3615,Male,21.0,1.66,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3616,Female,25.968792,1.632377,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.619305,no,0.162279,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 3617,Male,22.740275,1.733875,89.251639,yes,yes,2.0,3.0,Sometimes,no,1.839069,no,0.935217,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3618,Female,26.0,1.641601,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 3619,Female,20.0,1.65,62.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3620,Male,25.057878,1.844751,117.75701,yes,yes,2.446872,3.0,Sometimes,no,2.002495,no,1.000227,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3621,Male,23.779235,1.719509,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.425852,no,Public_Transportation,Overweight_Level_II 3622,Male,25.512048,1.77274,113.234349,yes,yes,2.225149,3.0,Sometimes,no,2.15687,no,1.386151,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 3623,Male,21.0,1.75,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3624,Male,30.62865,1.758398,118.332689,yes,yes,2.919526,3.0,Sometimes,no,1.977801,no,0.647632,1.228995,Sometimes,Automobile,Obesity_Type_II 3625,Male,26.591628,1.76569,120.082941,yes,yes,2.499388,3.0,Sometimes,no,1.893691,no,0.455216,0.127673,Sometimes,Automobile,Obesity_Type_II 3626,Female,18.0,1.56,48.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Walking,Normal_Weight 3627,Male,25.151286,1.733875,99.605527,yes,yes,3.0,1.894384,Sometimes,no,1.0,no,0.944982,1.74288,no,Public_Transportation,Obesity_Type_II 3628,Male,34.243146,1.843172,92.69551,yes,yes,2.0,1.717608,Sometimes,no,2.650989,no,1.0,0.075823,Sometimes,Automobile,Overweight_Level_II 3629,Female,25.982261,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.01586,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 3630,Female,26.0,1.643017,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 3631,Female,26.0,1.622703,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 3632,Female,18.0,1.605404,68.226511,no,yes,1.836554,1.9154,Sometimes,no,2.0,no,0.0,0.479221,Sometimes,Public_Transportation,Overweight_Level_I 3633,Female,25.96701,1.63073,102.523111,yes,yes,3.0,3.0,Sometimes,no,1.02161,no,0.0,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 3634,Female,18.826782,1.6,68.818893,yes,no,1.813234,1.508685,Sometimes,no,2.0,no,2.0,0.677909,Sometimes,Public_Transportation,Overweight_Level_II 3635,Male,21.0,1.69,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 3636,Male,19.0,1.83,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3637,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 3638,Female,21.0,1.93,94.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3639,Female,26.0,1.69,80.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 3640,Male,27.0,1.75,99.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3641,Female,23.0,1.609068,81.718232,yes,yes,2.0,1.0,Sometimes,no,1.630528,no,0.654316,0.0,no,Public_Transportation,Obesity_Type_I 3642,Female,18.0,1.6,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3643,Male,26.947786,1.84842,120.644178,yes,yes,2.19011,3.0,Sometimes,no,2.151496,no,1.930033,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 3644,Male,30.403205,1.75015,120.420406,yes,yes,2.497548,3.0,Sometimes,no,2.530301,no,1.110215,0.39174,Sometimes,Automobile,Obesity_Type_II 3645,Female,25.940153,1.61981,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.017006,no,0.129178,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 3646,Female,21.746113,1.598612,44.810751,no,no,3.0,1.473088,Frequently,no,1.0,yes,0.941424,0.0,no,Public_Transportation,Insufficient_Weight 3647,Male,31.190219,1.803677,105.138073,yes,yes,2.839048,2.993084,Sometimes,no,2.192063,no,1.946907,0.849503,Sometimes,Automobile,Obesity_Type_I 3648,Female,23.421726,1.507106,64.814109,yes,no,1.57223,2.983201,Sometimes,no,2.0,no,0.93732,0.890626,no,Public_Transportation,Overweight_Level_II 3649,Male,18.0,1.771043,116.160329,yes,yes,1.961069,3.129155,Sometimes,no,2.526775,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3650,Male,18.0,1.78,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Walking,Insufficient_Weight 3651,Female,21.0,1.68,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Walking,Insufficient_Weight 3652,Male,22.277859,1.62826,94.189167,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 3653,Male,22.837996,1.80733,106.038468,yes,yes,2.007845,2.434347,Sometimes,no,2.501638,no,0.545919,0.196084,no,Public_Transportation,Obesity_Type_II 3654,Male,17.888073,1.782722,55.511075,yes,yes,2.0,3.715148,Sometimes,no,2.0,no,0.917014,1.0,no,Automobile,Insufficient_Weight 3655,Female,21.0,1.56,61.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3656,Male,23.0,1.72,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3657,Female,18.0,1.737453,50.479039,no,yes,2.0,3.193671,Sometimes,no,1.530493,no,0.769726,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3658,Male,21.837996,1.702002,75.970712,yes,yes,2.0,3.0,Sometimes,no,1.796956,no,0.0,1.865851,Sometimes,Public_Transportation,Overweight_Level_I 3659,Female,23.0,1.6,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3660,Male,18.0,1.85,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 3661,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3662,Male,19.97166,1.813678,89.998729,yes,yes,1.570089,2.650088,Sometimes,no,2.0,no,0.336814,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3663,Female,21.837058,1.505387,63.597633,yes,no,2.0,1.971659,Sometimes,no,2.0,no,2.429923,1.978043,no,Public_Transportation,Overweight_Level_II 3664,Male,18.0,1.719827,52.331172,yes,yes,2.92711,3.0,Sometimes,no,2.0,no,0.827506,1.510609,no,Public_Transportation,Insufficient_Weight 3665,Male,21.378039,1.716545,80.939733,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.732186,1.269982,no,Public_Transportation,Overweight_Level_II 3666,Female,21.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3667,Male,25.765628,1.861358,115.428276,yes,yes,1.428289,3.0,Sometimes,no,2.15687,no,1.097983,1.041677,Sometimes,Public_Transportation,Obesity_Type_II 3668,Male,17.0,1.85,57.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3669,Male,19.858973,1.67861,49.603807,no,no,2.0,3.592415,no,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3670,Male,22.176922,1.792646,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.152736,no,0.0,1.094046,Sometimes,Public_Transportation,Obesity_Type_I 3671,Male,19.735968,1.696201,75.0,yes,yes,2.0,3.156309,Sometimes,no,2.205911,yes,1.079934,1.344072,Sometimes,Public_Transportation,Overweight_Level_I 3672,Female,21.682367,1.734092,133.618706,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,1.412357,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 3673,Male,21.0,1.75,67.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 3674,Male,18.0,1.84,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3675,Male,19.0,1.67,80.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 3676,Male,21.008051,1.754956,88.129437,yes,yes,2.0,1.00061,Sometimes,no,2.042078,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3677,Male,22.052152,1.780089,105.496975,yes,yes,2.805512,1.874532,Sometimes,no,2.0,no,0.06275,0.630866,Sometimes,Public_Transportation,Obesity_Type_I 3678,Male,29.385405,1.858624,88.600878,yes,yes,2.459976,1.146052,Sometimes,no,2.081121,no,2.011519,0.741069,Sometimes,Automobile,Overweight_Level_I 3679,Female,18.0,1.6,68.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3680,Male,21.0,1.7,64.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3681,Female,19.126145,1.665798,49.558304,no,yes,1.874935,3.390143,Sometimes,no,1.692112,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3682,Female,25.986185,1.623113,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.069802,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 3683,Female,21.0,1.64,50.0,no,no,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3684,Female,34.176795,1.505387,79.697278,yes,yes,2.0,1.971472,Sometimes,no,1.0,no,0.932792,1.441605,no,Automobile,Overweight_Level_II 3685,Female,18.469086,1.638218,126.490236,yes,yes,3.0,3.0,Sometimes,no,1.957871,no,0.01586,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 3686,Female,19.0,1.560199,48.361936,yes,yes,2.667229,3.559841,Sometimes,no,1.0,no,1.634134,0.0,Sometimes,Public_Transportation,Normal_Weight 3687,Male,25.314163,1.771837,114.470482,yes,yes,1.585183,3.0,Sometimes,no,2.099687,no,1.543386,0.73421,Sometimes,Public_Transportation,Obesity_Type_II 3688,Female,22.829681,1.639251,82.412665,yes,yes,2.85916,2.968098,Sometimes,no,2.13755,no,0.0,0.0026,no,Public_Transportation,Obesity_Type_I 3689,Male,19.0,1.72,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3690,Male,24.001196,1.64456,98.259423,yes,yes,2.277436,3.0,Sometimes,no,2.765593,no,1.504003,0.669616,no,Automobile,Obesity_Type_I 3691,Female,25.994393,1.668931,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.170515,no,0.067985,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 3692,Male,17.925497,1.84995,58.968994,yes,yes,2.44004,3.433908,Sometimes,no,2.0,no,2.0,0.797215,no,Public_Transportation,Insufficient_Weight 3693,Male,38.71216,1.789193,75.0,yes,yes,2.011656,3.0,Sometimes,no,1.0,no,2.077653,0.0,Sometimes,Automobile,Overweight_Level_I 3694,Female,25.966504,1.629442,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.357969,no,0.115369,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 3695,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 3696,Male,17.420269,1.718939,85.833029,yes,yes,2.954996,2.743277,Sometimes,no,2.430918,no,1.0,0.947192,Sometimes,Public_Transportation,Overweight_Level_II 3697,Female,26.0,1.638836,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 3698,Male,27.0,1.82,71.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3699,Male,21.0,1.67,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3700,Female,18.0,1.6,53.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3701,Male,21.037514,1.702002,99.083478,yes,yes,2.0,1.0,Sometimes,no,1.947935,no,0.0,1.667745,no,Public_Transportation,Obesity_Type_I 3702,Male,20.801791,1.86198,125.064264,yes,yes,2.050619,3.0,Sometimes,no,1.52001,no,0.922014,0.218423,Sometimes,Public_Transportation,Obesity_Type_II 3703,Male,29.0,1.787787,108.019211,yes,yes,2.0,2.911568,Sometimes,no,1.968011,no,1.0,1.128355,no,Automobile,Obesity_Type_I 3704,Female,18.178076,1.688436,90.0,yes,yes,2.0,3.0,Sometimes,no,1.824561,no,1.066101,0.0,no,Public_Transportation,Obesity_Type_I 3705,Female,18.0,1.58,53.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3706,Male,33.174147,1.799742,96.738014,yes,yes,2.0,2.865657,Sometimes,no,1.0,no,1.874662,0.971746,Sometimes,Automobile,Overweight_Level_II 3707,Female,16.178483,1.796415,44.08657,no,yes,3.0,3.737914,Sometimes,no,2.704315,no,0.943266,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3708,Male,23.0,1.87,67.0,no,no,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Automobile,Normal_Weight 3709,Female,19.035557,1.700181,50.088468,yes,yes,1.562804,3.0,Frequently,no,1.60114,no,1.546179,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3710,Male,22.0,1.65,95.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 3711,Male,18.0,1.83,53.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3712,Male,23.32012,1.770126,119.081804,yes,yes,2.009952,2.993634,Sometimes,no,2.01897,no,1.723934,0.034897,Sometimes,Public_Transportation,Obesity_Type_II 3713,Female,24.0,1.65,77.098973,yes,yes,3.0,2.029858,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3714,Male,23.432227,1.87034,121.864326,yes,yes,2.907542,2.301129,Sometimes,no,2.506631,no,1.452467,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3715,Female,16.0,1.66,67.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3716,Male,24.511445,1.701634,90.924208,yes,yes,1.712747,3.0,Sometimes,no,2.0,no,0.246831,0.844004,Sometimes,Public_Transportation,Obesity_Type_I 3717,Male,24.122589,1.722396,85.0,yes,yes,2.244654,3.0,Sometimes,no,2.081121,no,1.998047,0.089354,Sometimes,Public_Transportation,Overweight_Level_II 3718,Female,26.0,1.622418,105.436173,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.067329,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 3719,Male,21.0,1.7,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 3720,Male,25.036269,1.770126,114.004832,yes,yes,1.528331,3.0,Sometimes,no,2.003563,no,1.351996,0.002168,Sometimes,Public_Transportation,Obesity_Type_II 3721,Male,18.0,1.66,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3722,Female,21.232659,1.741014,132.338406,yes,yes,3.0,3.0,Sometimes,no,1.62244,no,1.502711,0.906611,Sometimes,Public_Transportation,Obesity_Type_III 3723,Male,19.0,1.8,79.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3724,Female,29.0,1.6,69.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 3725,Female,21.81119,1.769269,50.0,yes,yes,3.0,3.12544,Frequently,no,2.208068,no,1.469928,0.127443,Sometimes,Public_Transportation,Insufficient_Weight 3726,Female,18.871917,1.641149,84.783756,yes,yes,2.813775,3.0,Sometimes,no,1.251715,no,1.492967,1.0,no,Public_Transportation,Obesity_Type_I 3727,Male,22.829753,1.86714,121.658729,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,1.723934,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3728,Female,18.367481,1.745644,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.900857,no,1.444382,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 3729,Male,38.0,1.75,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_I 3730,Male,21.0,1.75,79.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 3731,Female,26.0,1.62456,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.071248,Sometimes,Public_Transportation,Obesity_Type_III 3732,Male,21.0,1.72,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 3733,Female,23.0,1.63,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 3734,Male,19.0,1.79,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3735,Female,21.232659,1.73581,133.735889,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.505775,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 3736,Female,24.0,1.55,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 3737,Female,19.071027,1.673491,49.660995,yes,yes,2.915279,3.995147,Sometimes,no,2.0,no,2.0,1.040318,no,Public_Transportation,Insufficient_Weight 3738,Female,20.074449,1.807576,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.36651,no,0.993058,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 3739,Male,19.637947,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 3740,Female,21.624552,1.738836,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.92628,0.714137,Sometimes,Public_Transportation,Obesity_Type_III 3741,Female,26.0,1.643113,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,0.0,0.096982,Sometimes,Public_Transportation,Obesity_Type_III 3742,Female,17.0,1.57,57.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3743,Male,37.207082,1.75015,118.20313,yes,yes,2.133964,3.0,Sometimes,no,1.984323,no,0.94676,0.0,Sometimes,Automobile,Obesity_Type_II 3744,Male,18.0,1.700996,50.165754,yes,yes,1.492834,3.0,Sometimes,no,2.045561,no,0.577063,1.597608,Sometimes,Public_Transportation,Insufficient_Weight 3745,Male,24.0409,1.755938,112.010504,yes,yes,1.718156,3.0,Sometimes,no,2.0,no,1.096556,0.340196,Sometimes,Public_Transportation,Obesity_Type_II 3746,Female,21.344018,1.755643,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.444382,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 3747,Female,43.591999,1.595165,77.354744,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 3748,Male,21.0,1.69,70.0,yes,yes,2.0,3.0,no,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3749,Female,34.970367,1.7,73.939268,no,yes,3.0,1.818026,Sometimes,no,2.0,no,2.931527,1.0,Sometimes,Automobile,Overweight_Level_I 3750,Male,21.987341,1.78,105.254354,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.782416,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3751,Female,20.924808,1.741193,131.408528,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.582675,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 3752,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3753,Male,22.944349,1.733439,82.27635,yes,yes,2.0,1.873484,Sometimes,no,2.0,no,0.0,1.338655,Sometimes,Public_Transportation,Overweight_Level_II 3754,Female,22.0,1.57,55.0,no,yes,2.0,3.0,no,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 3755,Female,24.063874,1.684768,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.336795,0.58998,Sometimes,Public_Transportation,Obesity_Type_III 3756,Female,22.422674,1.758618,93.890682,yes,yes,2.512719,3.0,Sometimes,no,2.0,no,0.75752926,1.350099,Sometimes,Public_Transportation,Obesity_Type_I 3757,Female,18.0,1.56,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3758,Female,33.0,1.65,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 3759,Female,22.978655,1.641849,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,0.181753,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 3760,Female,21.011124,1.806827,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,1.996487,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 3761,Female,16.093234,1.719365,50.0,yes,yes,2.342323,3.205587,Sometimes,no,1.0,no,0.949976,0.128394,Sometimes,Public_Transportation,Insufficient_Weight 3762,Male,22.909992,1.915,121.310257,yes,yes,2.724121,3.0,Sometimes,no,1.459511,no,0.903369,0.0,no,Public_Transportation,Obesity_Type_II 3763,Female,25.992898,1.537739,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.065264,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 3764,Male,21.02064,1.65,88.129437,yes,yes,2.870152,1.001383,Sometimes,yes,3.0,no,1.352558,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3765,Female,18.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3766,Female,40.993179,1.567973,81.022119,yes,yes,2.921576,3.0,Sometimes,no,1.005727,no,1.034031,0.0,no,Automobile,Obesity_Type_I 3767,Female,16.0,1.55,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3768,Male,30.357745,1.681719,89.754302,yes,yes,1.925064,2.842848,Sometimes,no,1.128942,no,0.0,0.934493,Sometimes,Automobile,Overweight_Level_II 3769,Female,18.0,1.62,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 3770,Female,20.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 3771,Female,27.0,1.63,78.0,yes,yes,3.0,1.0,Always,no,3.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 3772,Female,21.0,1.5,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3773,Female,18.222536,1.802257,152.394739,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.723934,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 3774,Male,30.520854,1.765258,120.549592,yes,yes,2.996717,3.0,Sometimes,no,2.022355,no,1.083572,0.000355,Sometimes,Public_Transportation,Obesity_Type_II 3775,Female,26.0,1.639524,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 3776,Female,23.0,1.5,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3777,Male,18.0,1.716308,86.242679,yes,yes,2.0,3.098399,Sometimes,no,1.955053,no,0.503279,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3778,Female,19.091346,1.73196,49.676046,no,no,2.749629,3.998618,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3779,Male,18.0,1.755926,51.442293,no,yes,2.0,3.0,Sometimes,no,1.81786,no,1.0,1.767468,Sometimes,Public_Transportation,Insufficient_Weight 3780,Female,19.0,1.6,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 3781,Male,25.492855,1.854162,107.10819,yes,yes,2.0,3.0,Sometimes,no,2.452986,no,1.066241,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3782,Male,32.0,1.7,74.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 3783,Female,18.0,1.54,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 3784,Female,17.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3785,Female,18.0,1.71,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3786,Male,23.0,1.766975,83.414072,yes,yes,2.0,3.0,Sometimes,no,2.858389,no,2.0,0.26579,no,Public_Transportation,Overweight_Level_II 3787,Female,24.265943,1.73945,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.295759,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 3788,Male,25.028989,1.698829,114.330023,yes,yes,2.330023,1.250548,Sometimes,no,2.010596,no,1.0,1.89388,Sometimes,Public_Transportation,Obesity_Type_I 3789,Female,26.0,1.678201,109.900472,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 3790,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 3791,Female,19.0,1.6,78.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 3792,Male,23.0,1.74,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 3793,Male,33.270448,1.82697,87.85785,yes,yes,2.0,1.977221,Sometimes,no,3.0,no,2.690756,0.0,Sometimes,Automobile,Overweight_Level_I 3794,Female,19.637947,1.538398,42.0,no,yes,3.0,1.0,Frequently,no,1.596212,no,0.0,0.465444,Sometimes,Public_Transportation,Insufficient_Weight 3795,Male,23.647935,1.763215,117.468516,yes,yes,2.653721,2.806341,Sometimes,no,1.835545,no,0.788659,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3796,Male,26.957645,1.868931,120.420406,yes,yes,2.333503,3.0,Sometimes,no,2.089983,no,0.92635,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 3797,Female,20.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Automobile,Normal_Weight 3798,Male,25.113537,1.909105,129.349471,yes,yes,2.113843,2.993623,Sometimes,no,1.01378,no,1.117311,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3799,Male,21.125098,1.735851,80.0,yes,yes,2.0,2.372311,Sometimes,no,1.753464,no,0.899864,1.269982,no,Public_Transportation,Overweight_Level_II 3800,Male,21.0,1.6,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3801,Male,27.0,1.65,99.812443,yes,yes,3.0,3.0,Sometimes,no,2.155926,no,1.096818,1.409198,no,Public_Transportation,Obesity_Type_II 3802,Male,19.0,1.7,65.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3803,Male,17.362129,1.710129,50.287967,yes,yes,2.591439,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 3804,Male,29.934465,1.910987,129.013178,yes,yes,2.615788,3.0,Sometimes,no,1.375728,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3805,Male,19.0,1.8,87.0,yes,yes,2.0,3.0,Always,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3806,Male,17.370009,1.751691,58.585146,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.001718,no,Automobile,Insufficient_Weight 3807,Male,22.882558,1.812271,106.686091,yes,yes,2.0,3.0,Sometimes,no,2.858389,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 3808,Male,31.205668,1.755938,119.441207,yes,yes,2.219186,3.0,Sometimes,no,2.013205,no,0.170452,0.677909,Sometimes,Automobile,Obesity_Type_II 3809,Male,24.317607,1.709428,83.15115,yes,yes,2.031246,1.971472,Sometimes,no,1.0,no,0.851059,0.0,no,Public_Transportation,Overweight_Level_II 3810,Female,18.874591,1.533609,41.669346,no,yes,2.673638,1.0,Sometimes,no,1.249074,no,0.0,0.799756,Sometimes,Public_Transportation,Insufficient_Weight 3811,Female,19.850524,1.622241,82.228794,yes,yes,2.0,3.0,Sometimes,no,1.144539,no,1.271651,0.939726,no,Public_Transportation,Obesity_Type_I 3812,Male,18.0,1.7,65.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3813,Male,27.349745,1.836592,97.959899,yes,yes,2.95801,2.645858,Sometimes,no,1.746197,no,1.0,0.663649,Sometimes,Public_Transportation,Overweight_Level_II 3814,Female,23.0,1.6,53.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 3815,Male,21.0,1.65,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3816,Female,18.0,1.63,56.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 3817,Male,21.027662,1.656504,89.995034,yes,yes,2.765063,2.756622,Sometimes,no,1.962646,no,0.736032,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3818,Female,18.852364,1.751067,79.697278,yes,yes,2.204914,1.07976,Sometimes,no,1.0,no,1.082236,1.690102,Sometimes,Public_Transportation,Overweight_Level_I 3819,Male,23.0,1.735659,93.429205,yes,yes,2.0,3.0,Sometimes,no,1.249307,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 3820,Female,21.282238,1.729719,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.959531,no,1.996487,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 3821,Male,29.956198,1.854162,89.868784,yes,yes,2.294067,3.042774,Sometimes,no,2.133469,no,2.022315,0.0,Sometimes,Automobile,Overweight_Level_I 3822,Female,21.28253,1.742062,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.919473,no,1.537639,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 3823,Female,25.95774,1.678658,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.844645,no,0.073065,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 3824,Male,35.0,1.8,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 3825,Female,25.783865,1.629442,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.01682,0.484165,Sometimes,Public_Transportation,Obesity_Type_III 3826,Male,24.0,1.7,100.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 3827,Female,18.94093,1.746411,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,1.48372,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 3828,Female,25.930376,1.617817,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.019684,no,0.026033,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 3829,Female,22.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 3830,Male,20.0,1.89,66.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 3831,Male,22.0,1.8,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 3832,Female,19.623574,1.55,62.631382,no,yes,2.490776,2.884848,Sometimes,no,2.654517,no,0.244749,0.636289,Sometimes,Public_Transportation,Overweight_Level_I 3833,Female,22.518787,1.642506,88.138777,yes,yes,2.366949,1.0,Sometimes,no,2.0,no,0.893362,0.0,no,Public_Transportation,Overweight_Level_II 3834,Male,19.0,1.81,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3835,Male,18.0,1.787521,108.721893,yes,yes,2.0,1.941307,Sometimes,no,2.531456,no,1.0,1.58483,no,Public_Transportation,Obesity_Type_I 3836,Male,17.0,1.74,64.0,no,no,3.0,4.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3837,Male,37.218161,1.767058,118.533246,yes,yes,2.176317,2.992083,Sometimes,no,1.893062,no,0.693732,0.0,Sometimes,Automobile,Obesity_Type_II 3838,Male,21.0,1.67,62.0,no,no,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 3839,Male,23.0,1.708742,83.15115,yes,yes,2.712747,2.374791,Sometimes,no,1.185062,no,0.340915,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3840,Female,19.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3841,Female,23.0,1.64,53.8,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3842,Male,23.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 3843,Female,20.0,1.65,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3844,Female,25.95774,1.62414,109.931233,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 3845,Female,17.08525,1.588046,43.365005,no,yes,2.815157,3.0,Sometimes,no,2.911187,no,2.595128,1.380204,Sometimes,Public_Transportation,Insufficient_Weight 3846,Female,18.0,1.64,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 3847,Male,31.62638,1.848553,125.117633,yes,yes,2.996186,3.0,Sometimes,yes,1.491169,no,0.941424,1.460564,Sometimes,Public_Transportation,Obesity_Type_II 3848,Male,27.757187,1.874061,118.165082,yes,yes,2.758394,3.0,Sometimes,no,2.0,no,0.458981,0.0,Sometimes,Automobile,Obesity_Type_II 3849,Male,17.823438,1.822084,57.790381,yes,yes,2.0,3.281391,Sometimes,no,2.0,no,0.684879,1.443212,no,Automobile,Insufficient_Weight 3850,Female,19.007177,1.716497,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465931,0.714627,Sometimes,Public_Transportation,Obesity_Type_III 3851,Male,23.455324,1.7088,83.986714,yes,yes,2.0,2.756622,Sometimes,no,2.452789,no,0.932792,0.0,no,Public_Transportation,Overweight_Level_II 3852,Male,33.0,1.83,113.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 3853,Male,21.0,1.82,58.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 3854,Female,21.207423,1.730199,53.699561,yes,yes,3.0,3.90779,Frequently,no,1.78471,no,1.978631,0.0,no,Public_Transportation,Insufficient_Weight 3855,Male,25.058566,1.764166,112.740797,yes,yes,1.562804,3.0,Sometimes,no,2.0,no,1.68249,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 3856,Female,39.213399,1.584322,83.390983,yes,yes,2.061952,1.792695,Sometimes,no,2.168904,no,2.721646,0.0,no,Automobile,Obesity_Type_I 3857,Female,25.992898,1.629442,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.566629,no,0.045246,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 3858,Female,34.0,1.68,84.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3859,Male,21.0,1.75,73.0,no,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3860,Male,21.0,1.6,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3861,Male,23.94003,1.722396,95.293179,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.973834,Sometimes,Public_Transportation,Overweight_Level_II 3862,Male,17.362129,1.844751,59.895052,yes,yes,2.568063,4.0,Sometimes,no,1.706568,no,2.0,0.075823,no,Automobile,Insufficient_Weight 3863,Female,21.28253,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,1.541072,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 3864,Female,38.0,1.55,59.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 3865,Female,21.232659,1.525691,44.00945,no,no,2.0,3.0,Frequently,no,1.959287,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 3866,Male,22.362877,1.848683,121.310257,yes,yes,3.0,2.272214,Sometimes,no,1.872673,no,1.228136,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3867,Female,25.96701,1.641849,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 3868,Male,30.958957,1.753327,120.0,yes,yes,2.18354,3.0,Sometimes,no,2.161303,no,1.018158,0.0,Sometimes,Automobile,Obesity_Type_II 3869,Male,23.0,1.793378,105.028665,yes,yes,2.0,3.0,Sometimes,no,2.506631,no,0.075776,0.67688,Sometimes,Public_Transportation,Obesity_Type_I 3870,Male,18.0,1.751029,80.0,yes,yes,2.0,1.075553,Sometimes,no,2.0,no,0.127425,0.652485,no,Public_Transportation,Overweight_Level_I 3871,Female,17.0,1.6,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 3872,Male,22.285024,1.766547,52.058335,yes,yes,2.0,3.0,Frequently,no,2.95311,no,0.0,0.076094,no,Public_Transportation,Insufficient_Weight 3873,Male,24.0,1.75,120.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 3874,Male,23.0,1.65,75.0,yes,yes,3.0,3.0,Always,no,2.0,yes,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3875,Male,30.958051,1.726279,125.064264,yes,yes,2.499108,3.0,Sometimes,no,1.818026,no,0.6277,0.402075,Sometimes,Public_Transportation,Obesity_Type_II 3876,Male,19.0,1.72,70.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3877,Male,21.008051,1.65,88.126544,yes,yes,2.457547,2.608416,Sometimes,no,2.879402,no,1.361533,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3878,Male,30.686701,1.65015,102.59518,yes,yes,2.907744,2.735706,Sometimes,no,1.850344,no,1.999773,0.0,no,Public_Transportation,Obesity_Type_II 3879,Male,18.0,1.76,118.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 3880,Female,37.832949,1.696423,80.0,yes,yes,2.0,1.578521,Sometimes,no,1.639202,no,0.886448,0.0,Sometimes,Automobile,Overweight_Level_I 3881,Male,21.20563,1.712061,75.480764,yes,yes,3.0,3.45259,Sometimes,no,3.0,yes,1.996582,0.0,Frequently,Public_Transportation,Overweight_Level_I 3882,Male,23.887569,1.849507,121.786485,yes,yes,2.0,2.27374,Sometimes,no,2.0,no,0.0,0.725222,Sometimes,Public_Transportation,Obesity_Type_II 3883,Male,33.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3884,Female,25.954995,1.684768,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.526775,no,0.129902,0.435072,Sometimes,Public_Transportation,Obesity_Type_III 3885,Male,34.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 3886,Male,23.0,1.77,105.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Obesity_Type_I 3887,Female,20.744839,1.748951,133.742943,yes,yes,3.0,3.0,Sometimes,no,1.326165,no,1.106056,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 3888,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.615548,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 3889,Male,20.781751,1.805445,85.073801,yes,yes,2.836055,3.0,Sometimes,no,2.531456,no,0.977929,1.0,Sometimes,Public_Transportation,Overweight_Level_I 3890,Male,22.832105,1.84629,89.802492,yes,yes,2.0,1.0,Sometimes,yes,2.0,no,0.065264,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3891,Male,22.867719,1.812919,121.864326,yes,yes,3.0,2.711238,Sometimes,no,1.226764,no,0.995735,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 3892,Female,33.0,1.65,77.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 3893,Female,43.37634,1.582523,81.919454,yes,yes,2.00876,1.217651,Sometimes,no,2.55975,no,0.0,0.0,no,Automobile,Overweight_Level_I 3894,Male,23.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3895,Female,21.01245,1.734092,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465909,0.879333,Sometimes,Public_Transportation,Obesity_Type_III 3896,Female,21.379676,1.68,45.0,no,no,3.0,3.0,Frequently,no,2.0,yes,0.819682,0.0,no,Public_Transportation,Insufficient_Weight 3897,Male,32.787101,1.681021,90.0,yes,yes,2.0,1.619796,Sometimes,no,1.0,no,0.684879,0.707018,Sometimes,Public_Transportation,Overweight_Level_II 3898,Female,18.503343,1.746411,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.48289,0.870795,Sometimes,Public_Transportation,Obesity_Type_III 3899,Female,30.945369,1.695417,78.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.023574,1.30491,no,Public_Transportation,Overweight_Level_II 3900,Male,18.0,1.721348,50.287967,yes,yes,2.277436,3.489918,Sometimes,no,1.967591,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3901,Female,22.884722,1.622999,82.0,yes,yes,1.00876,1.0,Sometimes,no,2.0,no,0.0,1.772463,Sometimes,Public_Transportation,Obesity_Type_I 3902,Male,30.607546,1.860292,123.721352,yes,yes,2.002784,3.0,Sometimes,no,2.293066,no,0.693732,0.0,Sometimes,Automobile,Obesity_Type_II 3903,Male,22.0,1.8,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 3904,Male,19.627,1.797523,85.302146,yes,yes,2.0,3.371832,Sometimes,no,3.0,no,1.987296,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3905,Female,21.849705,1.770612,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501754,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 3906,Female,39.0,1.53,76.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3907,Male,30.200946,1.709731,112.438508,yes,yes,1.451337,3.0,Sometimes,no,1.077917,no,0.0,1.73216,Sometimes,Automobile,Obesity_Type_II 3908,Female,23.0,1.66,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 3909,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 3910,Male,21.587743,1.784049,103.743534,yes,yes,2.0,1.326982,Sometimes,no,2.269564,no,2.876696,1.668318,no,Public_Transportation,Obesity_Type_I 3911,Female,19.94814,1.618348,64.106108,no,yes,2.0,2.883984,Sometimes,no,1.622214,yes,0.094893,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3912,Male,30.605225,1.75,118.805937,yes,yes,2.973569,2.658478,Sometimes,no,1.809531,no,1.089891,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3913,Male,18.0,1.7,78.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3914,Female,19.94814,1.725548,49.815599,no,no,2.0,3.0,Frequently,no,2.628985,no,2.891986,0.004813,Sometimes,Public_Transportation,Insufficient_Weight 3915,Female,22.978655,1.608469,82.582954,yes,yes,2.271306,1.10548,Sometimes,no,2.480555,no,0.886817,2.0,no,Public_Transportation,Obesity_Type_I 3916,Male,23.826684,1.758038,117.298233,yes,yes,2.225149,2.996834,Sometimes,no,2.154898,no,0.979306,0.062488,Sometimes,Public_Transportation,Obesity_Type_II 3917,Female,23.0,1.63,93.0,yes,yes,3.0,1.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 3918,Female,38.952866,1.509408,62.855073,yes,yes,2.281963,3.0,Sometimes,no,2.0,no,0.285889,0.0,Sometimes,Automobile,Overweight_Level_II 3919,Male,25.140074,1.868923,120.151967,yes,yes,2.766612,3.0,Sometimes,no,2.144838,no,1.15804,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3920,Male,30.0,1.93,102.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_II 3921,Female,18.0,1.7,70.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3922,Male,22.126325,1.722396,95.269089,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 3923,Female,18.0,1.5,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 3924,Male,20.206358,1.789555,137.767787,yes,yes,2.499626,3.0,Sometimes,no,2.868167,no,1.847802,0.785701,Sometimes,Public_Transportation,Obesity_Type_II 3925,Male,17.0,1.65,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3926,Male,24.05331,1.872517,121.471077,yes,yes,3.0,2.683061,Sometimes,no,2.640483,no,0.884935,0.169016,Sometimes,Public_Transportation,Obesity_Type_II 3927,Male,35.0,1.67,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 3928,Female,19.97981,1.667852,49.980968,no,no,2.724121,3.592415,Sometimes,no,1.791286,no,0.978815,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3929,Male,55.137881,1.665807,80.726195,yes,yes,2.0,2.468421,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 3930,Female,18.314593,1.746416,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,1.546179,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 3931,Female,26.0,1.624134,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 3932,Female,26.0,1.642572,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.578074,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 3933,Female,21.572114,1.763343,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.52001,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 3934,Female,18.0,1.7,50.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3935,Female,26.0,1.629225,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.299156,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 3936,Female,20.848608,1.717288,114.254278,yes,yes,3.0,3.0,Sometimes,no,1.372811,no,0.520408,0.504816,Sometimes,Public_Transportation,Obesity_Type_III 3937,Male,22.0,1.65,80.0,yes,yes,2.0,2.27374,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 3938,Female,28.377958,1.599697,65.0,yes,no,2.0,2.831771,Sometimes,no,1.538626,no,0.935217,1.150439,no,Public_Transportation,Overweight_Level_II 3939,Female,19.0,1.61,61.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3940,Female,19.027417,1.584785,42.848033,no,no,2.913486,3.339914,Frequently,no,2.0,yes,1.548953,1.0,Sometimes,Public_Transportation,Insufficient_Weight 3941,Male,24.657598,1.708071,75.0,yes,yes,2.786008,3.0,Sometimes,no,2.0,no,0.120165,0.947866,no,Public_Transportation,Overweight_Level_I 3942,Female,21.0,1.62,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3943,Male,25.100513,1.764166,113.089716,yes,yes,1.457758,3.0,Sometimes,no,2.013205,no,1.536555,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 3944,Male,19.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Motorbike,Overweight_Level_I 3945,Female,21.0,1.6,65.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3946,Male,22.980957,1.75655,89.667406,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.6454,Sometimes,Public_Transportation,Overweight_Level_II 3947,Male,21.0,1.72,70.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 3948,Male,32.29016,1.775416,120.344402,yes,yes,2.992205,2.77684,Sometimes,no,2.715856,no,1.582428,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3949,Male,20.0,1.74,64.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 3950,Female,21.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 3951,Female,16.30687,1.624576,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.74992,no,Public_Transportation,Obesity_Type_I 3952,Female,18.0,1.65,86.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 3953,Female,26.0,1.627818,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 3954,Female,21.72738,1.710182,50.0,yes,yes,1.344854,3.371832,Frequently,no,1.0,no,0.478134,0.0,no,Public_Transportation,Insufficient_Weight 3955,Female,18.535075,1.687326,45.0,no,yes,3.0,3.0,Sometimes,no,2.843777,yes,2.7243,0.076094,Sometimes,Public_Transportation,Insufficient_Weight 3956,Female,23.260061,1.744319,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,1.444382,0.676557,Sometimes,Public_Transportation,Obesity_Type_III 3957,Female,20.394082,1.623514,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.514872,no,1.502711,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 3958,Male,26.899886,1.909105,119.081804,yes,yes,2.971574,3.0,Sometimes,no,2.622638,no,1.925972,0.0,Sometimes,Public_Transportation,Obesity_Type_II 3959,Female,26.0,1.62495,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 3960,Female,23.0,1.663509,80.749657,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.503122,1.0,no,Public_Transportation,Overweight_Level_II 3961,Female,21.0,1.59,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 3962,Female,25.992348,1.629442,104.758542,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.069238,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 3963,Female,38.0,1.55,77.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 3964,Male,17.0,1.7,55.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 3965,Male,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.878414,1.0,no,Public_Transportation,Overweight_Level_II 3966,Female,17.049121,1.739354,49.839685,yes,yes,2.0,3.590039,Sometimes,no,2.0,no,0.463949,1.0,no,Automobile,Insufficient_Weight 3967,Female,21.0,1.52,42.0,no,yes,3.0,1.010319,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3968,Female,25.895546,1.643111,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.24629,0.688058,Sometimes,Public_Transportation,Obesity_Type_III 3969,Male,30.304203,1.75,120.021161,yes,yes,2.649406,3.0,Sometimes,no,1.042989,no,1.076729,1.0,Sometimes,Automobile,Obesity_Type_II 3970,Male,23.0,1.75,87.0,yes,no,2.0,1.0,Sometimes,no,2.0,yes,2.0,1.0,no,Motorbike,Overweight_Level_II 3971,Female,26.0,1.633195,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 3972,Female,22.704828,1.622703,82.144405,yes,yes,2.0,3.0,Sometimes,no,2.887909,no,0.0,0.620465,no,Public_Transportation,Obesity_Type_I 3973,Female,26.0,1.56,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 3974,Female,25.920738,1.617124,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.0,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 3975,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 3976,Male,17.0,1.6,56.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Automobile,Normal_Weight 3977,Female,18.038422,1.720379,91.068054,yes,yes,1.220024,3.0,Sometimes,no,1.046254,no,0.520407,1.886855,Sometimes,Public_Transportation,Obesity_Type_I 3978,Male,30.79626,1.688426,103.189532,yes,yes,2.919584,1.124977,Sometimes,yes,1.251715,no,0.0,0.08922,no,Public_Transportation,Obesity_Type_II 3979,Male,30.554956,1.773914,112.395309,yes,yes,1.924632,3.0,Sometimes,no,2.160169,no,0.0,1.26729,Sometimes,Automobile,Obesity_Type_II 3980,Male,18.951144,1.793315,89.429199,yes,yes,2.0,2.977543,Sometimes,no,2.652616,no,2.0,0.714701,Sometimes,Public_Transportation,Overweight_Level_I 3981,Male,22.087056,1.650052,89.424947,yes,yes,1.897796,3.0,Sometimes,no,2.0,no,0.312923,0.0,Sometimes,Public_Transportation,Obesity_Type_I 3982,Female,21.051107,1.7456,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.467863,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 3983,Female,21.838323,1.593321,44.810751,no,no,2.53915,1.590982,Frequently,no,1.977801,no,0.916478,0.0,Sometimes,Public_Transportation,Insufficient_Weight 3984,Male,24.149036,1.72,99.540122,yes,yes,2.0,1.471053,Sometimes,no,2.0,no,1.0,0.646514,Sometimes,Public_Transportation,Overweight_Level_II 3985,Male,23.260061,1.863685,117.651046,yes,yes,2.347942,2.973476,Sometimes,no,2.0,no,0.973864,0.7702,Sometimes,Public_Transportation,Obesity_Type_II 3986,Female,20.438478,1.686033,105.036075,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 3987,Female,22.970655,1.716691,50.0,yes,yes,2.967853,3.0,Frequently,no,1.0,no,1.950374,0.0,no,Public_Transportation,Insufficient_Weight 3988,Female,21.768153,1.68395,128.763843,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.950374,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 3989,Male,19.483036,1.842652,104.303711,yes,yes,2.0,3.0,Sometimes,no,2.310076,no,2.881838,1.551934,no,Public_Transportation,Obesity_Type_I 3990,Female,38.0,1.68,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 3991,Male,21.0,1.62,53.8,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 3992,Female,21.682636,1.748524,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.412357,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 3993,Female,26.0,1.62495,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 3994,Male,34.993835,1.780725,84.75383,yes,yes,2.0,2.9948,Sometimes,no,2.0,no,0.0,0.85405,Sometimes,Automobile,Overweight_Level_II 3995,Male,45.0,1.7,87.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Automobile,Overweight_Level_II 3996,Male,18.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 3997,Female,23.0,1.63,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_I 3998,Male,21.0,1.72,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 3999,Female,26.0,1.6,66.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 4000,Male,23.0,1.67,60.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4001,Male,31.761799,1.813567,123.172214,yes,yes,2.323351,2.77684,Sometimes,no,1.0,no,1.508897,0.0,Sometimes,Automobile,Obesity_Type_II 4002,Female,18.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4003,Male,30.108216,1.82559,124.070717,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,0.976425,0.561602,Sometimes,Public_Transportation,Obesity_Type_II 4004,Female,20.0,1.53,76.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 4005,Female,19.0,1.56,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4006,Male,30.403205,1.75,118.165082,yes,yes,2.927187,3.0,Sometimes,no,2.152666,no,0.839481,0.616045,Sometimes,Automobile,Obesity_Type_II 4007,Male,18.0,1.65,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4008,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.544357,Sometimes,Public_Transportation,Overweight_Level_II 4009,Female,20.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 4010,Female,19.0,1.603501,45.0,no,no,3.0,3.0,Sometimes,no,2.975528,yes,1.452524,0.0,Frequently,Public_Transportation,Insufficient_Weight 4011,Female,18.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4012,Male,33.0,1.7,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 4013,Male,23.469538,1.757132,119.081804,yes,yes,2.225149,3.0,Sometimes,no,2.924594,no,0.64235,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4014,Male,24.0,1.75,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_II 4015,Female,18.0,1.56,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4016,Female,23.0,1.68,60.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 4017,Male,21.0,1.71,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4018,Female,17.997009,1.521008,67.083121,yes,no,2.0,3.0,Sometimes,no,1.774778,no,1.0,1.441605,Sometimes,Public_Transportation,Overweight_Level_II 4019,Female,21.0,1.68,75.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4020,Male,21.0,1.77,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4021,Female,25.765628,1.668709,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.154698,no,0.244749,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 4022,Male,31.0,1.7,82.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_II 4023,Male,23.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4024,Male,18.0,1.83,66.5,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Walking,Normal_Weight 4025,Female,25.758307,1.668931,112.287678,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.46525,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 4026,Female,26.0,1.644141,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.578038,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 4027,Female,26.0,1.6,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 4028,Male,23.0,1.75,116.594351,yes,yes,1.34138,3.0,Sometimes,no,2.0,no,0.356288,0.739684,Sometimes,Public_Transportation,Obesity_Type_II 4029,Female,21.131526,1.722785,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.556155,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 4030,Male,27.266287,1.819875,120.699119,yes,yes,2.877743,3.0,Sometimes,no,2.715856,no,1.998047,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4031,Male,18.0,1.811189,108.800964,yes,yes,2.0,1.680838,Sometimes,no,2.715252,no,1.0,0.128895,Sometimes,Public_Transportation,Obesity_Type_I 4032,Male,24.063874,1.774983,103.189532,yes,yes,2.252653,2.57038,Sometimes,no,1.0,no,0.819682,0.0,no,Public_Transportation,Obesity_Type_II 4033,Male,22.970655,1.664622,94.189167,yes,yes,2.0,2.961192,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 4034,Male,34.993835,1.742538,84.064875,yes,yes,2.0,2.918124,Sometimes,no,2.771469,no,1.0,0.0,no,Automobile,Overweight_Level_II 4035,Male,27.394123,1.757069,112.277567,yes,yes,2.19011,3.0,Sometimes,no,2.0,no,0.0,1.865851,Sometimes,Public_Transportation,Obesity_Type_II 4036,Female,25.955361,1.698767,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 4037,Male,25.659092,1.75,115.127662,yes,yes,3.0,3.0,Sometimes,no,2.115967,no,1.320065,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4038,Female,23.0,1.7,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 4039,Female,25.96701,1.611462,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 4040,Female,21.856301,1.732492,165.057269,yes,yes,3.0,3.0,Sometimes,no,2.401315,no,0.598438,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 4041,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4042,Female,19.955257,1.64603,49.660995,no,yes,2.081238,3.520555,Sometimes,no,1.979833,no,2.0,0.12228,Sometimes,Public_Transportation,Insufficient_Weight 4043,Male,20.580984,1.780503,103.605896,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 4044,Female,19.0,1.692242,49.869791,no,yes,2.969233,3.0,Frequently,no,1.968011,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4045,Female,18.744914,1.801983,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,1.168368,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 4046,Male,17.0,1.8,97.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4047,Female,21.02497,1.684768,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.247979,no,1.609938,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 4048,Male,21.0,1.72,68.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4049,Female,25.966504,1.682253,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,0.24629,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 4050,Male,30.0,1.84,92.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 4051,Female,18.297229,1.611452,82.283185,yes,yes,2.927409,3.0,Sometimes,no,1.873591,no,0.886602,0.267076,no,Public_Transportation,Obesity_Type_I 4052,Male,17.0,1.717037,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4053,Male,21.0,1.8,85.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4054,Female,21.849705,1.746529,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.436261,no,1.997529,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 4055,Female,23.0,1.699998,82.0,yes,yes,2.844607,2.970675,Sometimes,no,2.0,no,0.0,0.370067,no,Public_Transportation,Overweight_Level_II 4056,Male,25.136116,1.773664,115.347176,yes,yes,2.95841,3.0,Sometimes,no,2.173417,no,1.541072,0.157007,Sometimes,Public_Transportation,Obesity_Type_II 4057,Male,17.0,1.84,60.0,yes,no,2.0,3.0,Always,no,2.0,no,1.0,2.0,no,Automobile,Insufficient_Weight 4058,Female,21.0,1.59,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4059,Male,29.0,1.75,112.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 4060,Male,28.825279,1.734832,78.030383,yes,yes,2.0,3.0,Sometimes,no,1.844645,no,0.792929,0.0,Frequently,Public_Transportation,Overweight_Level_II 4061,Male,23.0,1.787521,95.269089,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 4062,Female,21.291969,1.747714,130.986338,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.586525,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 4063,Male,34.389679,1.770124,87.107317,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4064,Female,22.771612,1.59559,49.597765,yes,yes,2.595746,3.0,Frequently,no,2.0,no,2.405963,0.071317,no,Public_Transportation,Insufficient_Weight 4065,Male,18.0,1.787733,108.251044,yes,yes,2.0,2.812283,Sometimes,no,2.616285,no,0.0,1.425852,no,Public_Transportation,Obesity_Type_I 4066,Female,21.285965,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.683497,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 4067,Female,19.0,1.65,49.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4068,Female,26.0,1.643167,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.081929,Sometimes,Public_Transportation,Obesity_Type_III 4069,Female,25.897815,1.664622,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.092344,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 4070,Male,38.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 4071,Female,17.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4072,Male,22.874658,1.849425,121.204668,yes,yes,2.499626,2.806298,Sometimes,no,1.279771,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4073,Female,21.0,1.65,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 4074,Male,18.0,1.75,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4075,Female,37.638102,1.680058,90.0,yes,yes,2.02091,1.0,Sometimes,no,1.613829,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4076,Male,22.0,1.71,51.0,yes,yes,2.0,3.0,no,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 4077,Male,30.796262,1.775584,118.40174,yes,yes,2.95801,2.13229,Sometimes,no,1.0,no,0.783963,0.0,Sometimes,Automobile,Obesity_Type_II 4078,Female,25.765628,1.620938,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.045651,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 4079,Male,24.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 4080,Male,17.823438,1.818641,59.258372,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 4081,Male,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 4082,Male,23.432227,1.764138,119.373019,yes,yes,2.938801,3.0,Sometimes,no,2.715572,no,0.64676,0.023959,Sometimes,Public_Transportation,Obesity_Type_II 4083,Female,19.895877,1.537739,42.12617,no,no,3.0,3.0,Frequently,no,1.274774,no,0.112383,0.74568,Sometimes,Public_Transportation,Insufficient_Weight 4084,Male,20.491475,1.975663,53.783977,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.767013,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4085,Female,17.0,1.7,50.0,no,yes,1.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4086,Female,25.96701,1.633887,104.821175,yes,yes,3.0,3.0,Sometimes,no,2.565828,no,0.0,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 4087,Female,18.0,1.59,52.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4088,Male,29.681308,1.696423,89.994351,yes,yes,2.204914,2.376374,Sometimes,no,1.827515,no,0.514225,0.0,Sometimes,Automobile,Overweight_Level_II 4089,Male,30.0,1.76,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 4090,Male,21.02064,1.588597,72.467862,yes,no,2.0,3.0,Sometimes,no,2.593459,no,0.0,0.128394,Sometimes,Public_Transportation,Overweight_Level_II 4091,Female,26.0,1.624134,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 4092,Male,25.45763,1.75,114.089022,yes,yes,3.0,3.0,Sometimes,no,2.081719,no,1.322558,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 4093,Female,21.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Bike,Overweight_Level_I 4094,Male,20.206358,1.8,104.772164,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.210351,1.74288,no,Public_Transportation,Obesity_Type_I 4095,Male,21.566815,1.86198,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.184451,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 4096,Female,21.282238,1.748524,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,1.624981,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 4097,Male,20.31094,1.811602,85.228116,yes,yes,2.907744,3.0,Sometimes,no,2.858171,no,1.98448,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4098,Male,25.540865,1.703317,104.270062,yes,yes,2.96008,1.082304,Sometimes,no,1.0,no,0.285889,0.0,no,Public_Transportation,Obesity_Type_II 4099,Female,21.838323,1.789555,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.980738,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 4100,Male,21.384259,1.721384,80.0,yes,yes,2.0,2.937989,Sometimes,no,2.803311,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4101,Female,21.052016,1.637537,78.997166,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.143955,0.0,no,Public_Transportation,Obesity_Type_I 4102,Male,21.0,1.7,75.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4103,Female,31.86893,1.673333,71.81338,yes,yes,2.13683,2.938135,Sometimes,no,1.792022,no,0.445238,1.510609,Sometimes,Automobile,Overweight_Level_I 4104,Female,25.653233,1.669701,107.94747,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.194745,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 4105,Male,29.0,1.85,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 4106,Female,21.701643,1.745644,135.693381,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.92628,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 4107,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_II 4108,Female,26.0,1.643111,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 4109,Male,22.908879,1.775584,121.248035,yes,yes,2.766612,3.0,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4110,Male,26.734476,1.835643,119.622764,yes,yes,2.640801,3.0,Sometimes,yes,2.174371,no,0.763595,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4111,Female,21.051982,1.729045,132.262558,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.48809,0.881848,Sometimes,Public_Transportation,Obesity_Type_III 4112,Male,17.729923,1.793451,56.029418,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.865851,no,Automobile,Insufficient_Weight 4113,Male,22.025438,1.705584,75.0,yes,yes,2.0,3.0,Sometimes,no,1.964435,no,1.976341,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4114,Male,23.0,1.77558,81.281578,yes,yes,2.0,2.129909,Sometimes,no,1.81031,no,0.514225,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4115,Female,38.943282,1.68108,78.0,yes,yes,2.0,3.0,Sometimes,no,2.652616,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 4116,Female,32.241587,1.718534,78.435904,yes,yes,2.0,3.0,Sometimes,no,1.830614,no,0.038809,0.0,Frequently,Automobile,Overweight_Level_II 4117,Female,18.0,1.62,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4118,Male,30.255744,1.84629,120.644178,yes,yes,2.9673,3.0,Sometimes,no,2.041536,no,0.838739,1.198439,Sometimes,Automobile,Obesity_Type_II 4119,Female,23.0,1.66,60.0,yes,no,3.0,4.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Public_Transportation,Normal_Weight 4120,Female,26.0,1.634894,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 4121,Female,41.0,1.57,80.0,yes,yes,2.0,1.0,Always,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 4122,Female,21.0,1.67,78.0,no,yes,2.0,1.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4123,Female,26.0,1.63,63.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4124,Female,39.685846,1.679725,78.0,yes,no,2.0,3.0,Sometimes,no,2.196471,no,0.0,0.0,no,Automobile,Overweight_Level_II 4125,Male,20.0,1.7,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4126,Female,25.526746,1.669039,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.01682,0.823069,Sometimes,Public_Transportation,Obesity_Type_III 4127,Female,23.0,1.65,80.0,yes,yes,2.0,1.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 4128,Male,23.147644,1.761068,118.40174,yes,yes,2.108163,3.0,Sometimes,no,2.0,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4129,Female,23.0,1.63,45.0,no,no,3.0,3.0,Frequently,yes,2.0,yes,2.0,0.0,no,Public_Transportation,Insufficient_Weight 4130,Female,18.0,1.58,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4131,Female,38.943282,1.549257,80.005809,yes,yes,2.0,1.384322,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4132,Male,24.007488,1.780089,117.792268,yes,yes,2.880759,3.0,Sometimes,no,2.024035,no,1.210736,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 4133,Female,26.0,1.634894,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 4134,Male,20.0,1.7,55.3,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4135,Male,21.834894,1.622297,94.256547,yes,yes,2.0,2.278652,Sometimes,no,2.039535,no,0.0,1.281541,no,Public_Transportation,Obesity_Type_I 4136,Female,38.098745,1.542122,80.0,yes,yes,2.0,2.910794,Sometimes,no,1.326165,no,0.669278,0.0,Sometimes,Automobile,Obesity_Type_I 4137,Female,21.008297,1.7199,51.437985,yes,yes,3.0,3.0,Frequently,no,1.889341,no,0.139808,0.953841,no,Public_Transportation,Insufficient_Weight 4138,Male,23.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,yes,3.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 4139,Female,19.058511,1.699464,49.838965,no,yes,3.0,3.590039,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4140,Male,22.815416,1.703688,95.285898,yes,yes,2.0,1.704828,Sometimes,no,2.514872,no,1.629432,1.256119,no,Public_Transportation,Obesity_Type_I 4141,Male,30.796262,1.652084,101.626189,yes,yes,2.938616,3.0,Sometimes,no,1.0,no,1.097983,0.0,no,Automobile,Obesity_Type_II 4142,Male,18.0,1.7,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4143,Male,22.936098,1.766547,103.743534,yes,yes,2.908757,2.806341,Sometimes,no,1.732072,no,0.822186,0.0,no,Public_Transportation,Obesity_Type_II 4144,Male,23.0,1.741377,94.790579,yes,yes,2.061384,3.0,Sometimes,no,2.0,no,2.079709,0.0,no,Public_Transportation,Obesity_Type_I 4145,Male,21.0,1.75,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4146,Male,22.679935,1.622999,96.303855,yes,yes,2.0,1.000414,Sometimes,no,2.939847,no,1.583832,1.041677,no,Public_Transportation,Obesity_Type_I 4147,Male,21.635977,1.790151,106.875927,yes,yes,2.0,3.0,Sometimes,no,2.654517,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_I 4148,Female,26.0,1.642392,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 4149,Male,23.0,1.75,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 4150,Female,20.850119,1.610636,49.839685,yes,no,2.0,3.0,Frequently,no,1.131448,no,0.0,0.729722,no,Public_Transportation,Insufficient_Weight 4151,Female,18.907514,1.610126,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,1.0,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 4152,Female,20.0,1.53,58.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 4153,Female,25.988668,1.603404,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.026033,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 4154,Male,25.45763,1.751067,117.57457,yes,yes,2.722161,1.124977,Sometimes,no,2.0,no,0.684739,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 4155,Male,23.479181,1.783676,105.448264,yes,yes,2.0,3.0,Sometimes,no,2.426465,no,0.345684,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4156,Female,26.0,1.641918,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 4157,Male,22.906886,1.824414,105.131956,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.40913,Sometimes,Public_Transportation,Obesity_Type_I 4158,Female,19.0,1.59,48.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4159,Male,17.0,1.7,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 4160,Female,20.803186,1.529834,40.202773,yes,yes,2.0,1.0,Sometimes,no,1.347559,no,0.127425,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4161,Female,21.746113,1.757132,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,1.502847,0.906611,Sometimes,Public_Transportation,Obesity_Type_III 4162,Male,18.0,1.62,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4163,Female,20.0,1.56,48.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 4164,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 4165,Male,21.0,1.77,89.8,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4166,Female,21.572114,1.753266,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.465931,0.849503,Sometimes,Public_Transportation,Obesity_Type_III 4167,Female,18.391943,1.7199,41.397378,no,yes,2.658112,1.0,Sometimes,no,1.39854,no,0.0,1.391948,no,Public_Transportation,Insufficient_Weight 4168,Male,37.524551,1.76414,112.254278,yes,yes,1.735664,3.0,Sometimes,no,2.0,no,0.0,0.732881,Sometimes,Automobile,Obesity_Type_II 4169,Female,23.0,1.7,80.0,yes,yes,2.0,1.80993,Sometimes,no,2.0,no,2.878414,1.743319,no,Public_Transportation,Overweight_Level_II 4170,Female,21.00829,1.604422,67.722222,yes,yes,2.273548,3.390143,no,no,1.520215,no,0.992253,0.447224,Sometimes,Public_Transportation,Overweight_Level_I 4171,Male,31.335093,1.885119,91.204753,yes,yes,2.0,2.883984,Sometimes,no,1.205633,no,0.732186,2.0,Sometimes,Automobile,Obesity_Type_I 4172,Male,20.534606,1.791415,104.928643,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.36595,no,Public_Transportation,Obesity_Type_I 4173,Male,23.0,1.683,90.0,yes,yes,2.0,3.0,Sometimes,no,1.11756,no,0.654316,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 4174,Female,20.530998,1.737313,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.866839,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 4175,Female,21.0,1.65,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 4176,Male,21.0,1.72,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4177,Female,19.0,1.61,64.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 4178,Male,30.825592,1.708354,130.930448,yes,yes,2.9673,3.0,Sometimes,no,1.94609,no,1.077469,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4179,Female,20.848608,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.444382,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 4180,Female,33.0,1.62,59.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 4181,Female,21.0,1.56,63.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4182,Female,26.0,1.643355,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 4183,Female,26.0,1.624134,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 4184,Female,26.0,1.683502,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 4185,Female,25.539411,1.63073,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.143955,0.58998,Sometimes,Public_Transportation,Obesity_Type_III 4186,Male,22.422674,1.603963,105.000378,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4187,Female,37.524551,1.580858,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4188,Female,21.566815,1.752456,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.520818,0.897942,Sometimes,Public_Transportation,Obesity_Type_III 4189,Female,26.0,1.631332,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 4190,Female,25.45763,1.603404,105.359688,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.094851,0.463196,Sometimes,Public_Transportation,Obesity_Type_III 4191,Female,38.542937,1.629225,78.55444,yes,yes,2.094184,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4192,Male,19.0,1.74,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_I 4193,Male,24.002404,1.609068,100.245302,yes,yes,2.885693,3.0,Sometimes,no,1.163111,no,1.079524,0.169016,Sometimes,Public_Transportation,Obesity_Type_II 4194,Female,21.0,1.5,48.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4195,Female,26.0,1.633945,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.508848,Sometimes,Public_Transportation,Obesity_Type_III 4196,Female,25.976209,1.626179,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.045246,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 4197,Female,18.827008,1.729045,50.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.943058,0.426643,Sometimes,Public_Transportation,Insufficient_Weight 4198,Male,30.605225,1.755938,120.0,yes,yes,2.758394,3.0,Sometimes,yes,2.174248,no,1.079524,1.358163,Sometimes,Public_Transportation,Obesity_Type_II 4199,Female,21.291969,1.724983,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.537639,0.946888,Sometimes,Public_Transportation,Obesity_Type_III 4200,Female,18.270434,1.782722,50.0,yes,yes,1.005578,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 4201,Female,29.0,1.75,78.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 4202,Female,21.0,1.63,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4203,Female,19.0,1.56,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4204,Female,23.0,1.65,80.0,yes,yes,3.0,1.0,Always,no,3.0,no,0.0,2.0,no,Automobile,Obesity_Type_I 4205,Male,22.0,1.7,79.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 4206,Female,22.882558,1.62456,82.0,yes,yes,2.0,3.0,Sometimes,no,2.584305,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_I 4207,Female,40.951591,1.577921,79.437921,yes,yes,2.0,3.0,Sometimes,no,1.869234,no,0.0,0.0,no,Automobile,Obesity_Type_I 4208,Female,19.529746,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.46046,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 4209,Female,20.0,1.58,53.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 4210,Male,23.327836,1.848553,121.421121,yes,yes,2.0,3.0,Sometimes,no,1.596212,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4211,Male,18.0,1.85,86.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4212,Male,21.929387,1.698049,75.0,yes,yes,2.0,3.0,Sometimes,no,1.77962,no,0.943266,0.127879,Sometimes,Public_Transportation,Overweight_Level_I 4213,Male,25.542454,1.774983,114.173731,yes,yes,2.425503,3.0,Sometimes,no,2.017602,no,1.315045,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4214,Male,29.216019,1.764484,113.714521,yes,yes,1.84199,3.0,Sometimes,no,2.098959,no,0.584272,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4215,Male,20.0,1.75,79.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4216,Male,27.0,1.82,71.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4217,Female,18.006742,1.71889,54.997374,yes,yes,2.510583,3.712183,Sometimes,no,1.015672,no,0.00342,1.0,no,Public_Transportation,Insufficient_Weight 4218,Male,30.02019,1.758398,112.010504,yes,yes,1.851262,3.0,Sometimes,no,2.0,no,0.0,0.176892,Sometimes,Automobile,Obesity_Type_II 4219,Male,30.796262,1.759772,100.431625,yes,yes,2.959658,2.95833,Sometimes,no,1.0,no,1.926381,0.0,no,Public_Transportation,Obesity_Type_II 4220,Male,30.79626,1.947406,118.332966,yes,yes,1.893428,1.193589,Sometimes,no,2.0,no,0.704236,1.0,Sometimes,Automobile,Obesity_Type_II 4221,Male,33.200516,1.72,83.199034,yes,yes,3.0,2.832018,Sometimes,no,1.278578,no,2.0,0.0,no,Automobile,Overweight_Level_II 4222,Male,27.394123,1.755926,112.256165,yes,yes,1.344854,3.0,Sometimes,no,2.002871,no,0.0,0.003695,Sometimes,Automobile,Obesity_Type_II 4223,Female,21.391371,1.747987,147.296186,yes,yes,3.0,3.0,Sometimes,no,2.336349,no,1.4164,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 4224,Male,23.0,1.859056,61.616,yes,yes,2.927218,3.98955,Sometimes,no,2.597746,no,1.616882,1.59405,Sometimes,Public_Transportation,Insufficient_Weight 4225,Male,33.100581,1.706912,103.589829,yes,yes,2.423291,3.0,Sometimes,no,1.0,no,0.0,0.020153,Sometimes,Automobile,Obesity_Type_II 4226,Male,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 4227,Female,33.0,1.68,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4228,Female,21.291969,1.729099,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.68291,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 4229,Male,21.0,1.8,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 4230,Female,18.381382,1.802257,152.394739,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.999897,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 4231,Male,18.0,1.7,68.0,no,yes,2.0,4.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4232,Female,25.565662,1.602025,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.653049,no,0.094851,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 4233,Male,24.145295,1.82559,120.710511,yes,yes,2.153639,3.0,Sometimes,no,2.313245,no,1.350001,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4234,Male,24.825398,1.829239,121.639178,yes,yes,2.640801,3.0,Sometimes,no,2.566629,no,1.098862,0.424612,Sometimes,Public_Transportation,Obesity_Type_II 4235,Female,38.0,1.56,78.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4236,Male,24.739421,1.754711,117.368716,yes,yes,2.300408,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4237,Female,25.929746,1.611462,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.067329,1.0,Sometimes,Public_Transportation,Obesity_Type_III 4238,Female,21.652229,1.730113,52.289828,yes,yes,2.886157,3.0,Frequently,no,1.228838,no,0.554323,0.0,no,Public_Transportation,Insufficient_Weight 4239,Male,19.94814,1.731195,85.196279,yes,yes,2.204914,3.0,Sometimes,no,2.984153,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4240,Male,22.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4241,Female,16.865984,1.587082,43.365005,no,no,2.815157,3.0,Sometimes,no,2.911187,no,2.595128,1.380204,Sometimes,Public_Transportation,Insufficient_Weight 4242,Female,24.449655,1.683502,113.207124,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.165422,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 4243,Male,22.944349,1.763215,97.842406,yes,yes,2.0,1.890213,Sometimes,no,2.0,no,0.0,1.97117,no,Public_Transportation,Overweight_Level_II 4244,Female,38.097395,1.759721,77.550345,yes,yes,2.0,3.0,Sometimes,no,1.54249,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4245,Female,25.968792,1.629191,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 4246,Male,25.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4247,Male,26.945139,1.86516,119.081804,yes,yes,2.225149,3.0,Sometimes,no,2.738485,no,0.74225,0.156187,Sometimes,Public_Transportation,Obesity_Type_II 4248,Female,26.0,1.627567,105.013901,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 4249,Female,25.999174,1.621231,105.000276,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.001297,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 4250,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4251,Male,31.255587,1.863685,121.657979,yes,yes,2.997951,2.720642,Sometimes,no,1.846754,no,1.211048,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4252,Female,25.996716,1.618573,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,0.046836,0.652289,Sometimes,Public_Transportation,Obesity_Type_III 4253,Female,26.0,1.641784,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.623344,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 4254,Male,31.327609,1.857231,91.630257,yes,yes,2.870895,3.0,Sometimes,no,2.64548,no,0.882709,1.672508,Sometimes,Automobile,Obesity_Type_I 4255,Male,17.065445,1.821566,59.295172,yes,yes,2.749268,2.877583,Sometimes,no,2.0,no,0.932783,0.0,no,Automobile,Insufficient_Weight 4256,Male,40.0,1.8,107.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Automobile,Obesity_Type_I 4257,Female,19.0,1.63,68.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4258,Female,18.0,1.64,56.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 4259,Female,20.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4260,Female,18.0,1.62,52.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4261,Male,19.920629,1.838266,63.611109,yes,yes,2.387426,3.36313,Sometimes,no,2.825629,no,2.0,0.37465,Sometimes,Automobile,Insufficient_Weight 4262,Female,21.872484,1.622787,68.77185,yes,yes,1.948248,1.0,Sometimes,no,2.0,no,0.0,0.273882,Sometimes,Public_Transportation,Overweight_Level_I 4263,Male,21.0,1.62,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4264,Male,24.82929,1.608035,100.078367,yes,yes,2.100177,1.685134,Sometimes,no,1.971774,no,1.055854,0.0,no,Public_Transportation,Obesity_Type_II 4265,Female,18.0,1.63,51.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4266,Male,17.971786,1.741353,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.914531,no,Public_Transportation,Obesity_Type_I 4267,Male,38.825189,1.763582,118.206565,yes,yes,2.0,3.0,Sometimes,no,1.179942,no,1.668961,0.0,Sometimes,Automobile,Obesity_Type_II 4268,Female,25.902283,1.678658,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.210351,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 4269,Female,20.0,1.5,55.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4270,Female,18.0,1.56,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4271,Female,22.815416,1.560029,80.0,yes,yes,2.0,1.0,Sometimes,no,2.371015,no,2.697949,0.0,no,Public_Transportation,Obesity_Type_I 4272,Male,27.439056,1.824449,119.841446,yes,yes,2.0,3.0,Sometimes,no,2.145368,no,0.0,0.142056,Sometimes,Public_Transportation,Obesity_Type_II 4273,Male,23.812795,1.755938,112.256165,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,1.596576,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 4274,Female,20.0,1.56,53.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4275,Male,31.539393,1.792238,102.950929,yes,yes,2.938616,3.0,Sometimes,yes,1.0,no,1.982379,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4276,Female,19.0,1.6,42.3,no,no,3.0,1.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Walking,Insufficient_Weight 4277,Female,16.30687,1.773664,45.0,no,yes,2.562687,3.0,Sometimes,no,2.136159,yes,2.269058,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4278,Male,17.767432,1.841908,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 4279,Male,26.348156,1.750085,117.298233,yes,yes,2.871016,3.0,Sometimes,no,2.023328,no,1.560261,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4280,Male,21.0,1.7,64.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4281,Male,23.0,1.67,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4282,Male,30.02019,1.874519,122.119682,yes,yes,2.442536,3.0,Sometimes,no,1.0,no,1.110215,0.993786,Sometimes,Public_Transportation,Obesity_Type_II 4283,Male,19.671876,1.837399,87.85785,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.288032,0.453649,Sometimes,Public_Transportation,Overweight_Level_I 4284,Male,27.968765,1.767058,119.373019,yes,yes,2.241606,3.0,Sometimes,no,2.803002,no,0.393452,0.0,Sometimes,Automobile,Obesity_Type_II 4285,Male,40.993179,1.75,120.151967,yes,yes,2.966126,2.965494,Sometimes,no,1.142644,no,0.8554,0.0,Sometimes,Automobile,Obesity_Type_II 4286,Male,25.550506,1.829239,118.332966,yes,yes,2.9673,3.0,Sometimes,no,2.001936,no,0.742113,0.360193,Sometimes,Public_Transportation,Obesity_Type_II 4287,Female,21.28253,1.7425,133.554686,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.464674,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 4288,Male,40.466313,1.704028,109.599453,yes,yes,2.919584,3.0,Sometimes,no,2.017602,no,0.0,0.704978,Sometimes,Automobile,Obesity_Type_II 4289,Male,26.348156,1.830317,118.377601,yes,yes,2.619987,3.0,Sometimes,no,2.530035,no,1.217993,0.023959,Sometimes,Public_Transportation,Obesity_Type_II 4290,Male,18.0,1.72,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4291,Female,24.0,1.65,80.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 4292,Male,27.0,1.8,85.0,no,yes,3.0,4.0,Always,no,3.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 4293,Male,23.118327,1.762921,121.864326,yes,yes,2.95801,2.650088,Sometimes,no,2.495851,no,0.656548,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4294,Female,19.783234,1.737313,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,1.429256,0.8324,Sometimes,Public_Transportation,Obesity_Type_III 4295,Female,21.700748,1.747987,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.429256,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 4296,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4297,Female,24.063874,1.632983,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.051097,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 4298,Male,19.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4299,Male,28.367765,1.918859,129.769141,yes,yes,2.723953,3.0,Sometimes,no,1.0,no,1.592494,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4300,Female,21.02064,1.730199,78.55444,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.981154,1.344072,Sometimes,Public_Transportation,Overweight_Level_II 4301,Female,22.889099,1.638085,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.230547,1.350099,no,Public_Transportation,Obesity_Type_I 4302,Female,20.0,1.6,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4303,Male,22.675679,1.859717,121.684311,yes,yes,2.392179,2.625942,Sometimes,no,1.849997,no,1.46361,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4304,Male,26.0,1.8,85.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4305,Male,27.899784,1.877732,119.434645,yes,yes,3.0,3.0,Sometimes,no,2.730663,no,0.592607,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4306,Male,17.0,1.85,87.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Obesity_Type_I 4307,Female,26.0,1.641849,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 4308,Female,22.661556,1.609321,82.603984,yes,yes,2.094184,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4309,Female,22.0,1.69,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4310,Male,19.0,1.7,75.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Bike,Overweight_Level_I 4311,Female,24.291205,1.726606,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.48809,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 4312,Male,18.0,1.717288,57.259124,yes,yes,2.580872,3.0,Sometimes,no,2.0,no,2.0,0.8324,no,Automobile,Insufficient_Weight 4313,Female,26.0,1.643332,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 4314,Female,34.369686,1.680858,77.956921,yes,yes,2.0,1.109956,Sometimes,no,2.802498,no,1.0,0.0,no,Automobile,Obesity_Type_I 4315,Female,25.612462,1.661712,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.353167,no,0.261274,0.739006,Sometimes,Public_Transportation,Obesity_Type_III 4316,Female,26.0,1.654784,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.176678,Sometimes,Public_Transportation,Obesity_Type_III 4317,Male,21.180346,1.675612,82.480214,yes,yes,2.0,1.630506,Sometimes,no,2.160169,no,0.279375,0.0,no,Public_Transportation,Obesity_Type_I 4318,Male,19.0,1.759647,55.01045,yes,yes,2.0,3.443456,Sometimes,no,2.972426,no,2.870127,1.009632,Sometimes,Public_Transportation,Insufficient_Weight 4319,Female,21.0,1.6,50.0,no,yes,3.0,4.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4320,Female,21.0,1.61,65.0,yes,no,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4321,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4322,Male,23.327836,1.747714,84.387531,yes,yes,2.0,3.0,Sometimes,no,2.328331,no,2.232851,1.281141,Sometimes,Public_Transportation,Overweight_Level_II 4323,Female,26.0,1.623707,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 4324,Female,22.89974,1.731261,78.025625,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.63812,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4325,Female,18.0,1.68,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4326,Male,24.408805,1.783901,120.901591,yes,yes,2.499388,3.0,Sometimes,no,2.923792,no,1.556155,0.079334,no,Public_Transportation,Obesity_Type_II 4327,Male,31.0,1.72,68.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4328,Male,23.141402,1.718981,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.514225,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4329,Female,16.913841,1.738702,50.0,no,yes,2.341133,3.0,Sometimes,no,1.0,no,0.923428,1.128355,Sometimes,Public_Transportation,Insufficient_Weight 4330,Female,23.0,1.55,55.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Motorbike,Normal_Weight 4331,Male,21.0,1.71,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4332,Male,23.0,1.768435,97.92035,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.946173,Sometimes,Public_Transportation,Obesity_Type_I 4333,Male,21.285965,1.816783,86.934846,yes,yes,2.310423,3.0,Sometimes,no,2.0,no,0.912334,1.97117,Sometimes,Public_Transportation,Overweight_Level_II 4334,Female,26.0,1.644199,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 4335,Female,24.693108,1.669039,112.277567,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 4336,Female,19.0,1.75,52.0,yes,no,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 4337,Female,21.285965,1.719913,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.609938,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 4338,Male,23.0,1.848845,121.798103,yes,yes,2.5621,2.122545,Sometimes,no,1.984323,no,1.46361,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4339,Female,18.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4340,Female,18.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4341,Male,19.59904,1.655742,78.434492,yes,no,2.185938,2.832018,Sometimes,no,2.462916,no,0.0,0.335158,Sometimes,Public_Transportation,Overweight_Level_II 4342,Male,22.0,1.72,96.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4343,Male,30.357745,1.942725,128.114161,yes,yes,2.872121,3.0,Sometimes,no,1.0,no,1.318743,0.934493,Sometimes,Automobile,Obesity_Type_II 4344,Male,18.024853,1.717432,50.0,no,yes,1.123939,3.0,Sometimes,no,1.362583,no,0.788585,1.194633,Sometimes,Public_Transportation,Insufficient_Weight 4345,Male,22.927011,1.734237,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.208142,1.917679,no,Public_Transportation,Obesity_Type_I 4346,Female,21.030909,1.724983,132.8071,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.537639,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 4347,Female,18.0,1.65,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4348,Male,22.906342,1.7,80.535698,yes,yes,2.0,2.581015,Sometimes,no,2.0,no,0.788659,1.127675,no,Public_Transportation,Overweight_Level_II 4349,Female,18.314593,1.746529,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.536555,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 4350,Female,19.0,1.55,56.0,yes,yes,2.0,3.0,no,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4351,Male,43.238402,1.587546,75.306702,yes,yes,2.0,3.0,Sometimes,no,1.048584,no,0.614959,0.0,Sometimes,Automobile,Insufficient_Weight 4352,Female,18.0,1.55,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4353,Female,18.985119,1.723328,50.0,no,yes,1.052699,3.371832,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4354,Female,19.21638,1.59611,45.0,no,yes,2.927218,3.0,Sometimes,no,1.302193,yes,1.68249,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4355,Male,21.0,1.7,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 4356,Female,18.0,1.6,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4357,Male,22.0,1.742654,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.356288,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4358,Female,23.0,1.75,70.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4359,Female,20.438478,1.748313,128.148108,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,1.996487,0.714137,Sometimes,Public_Transportation,Obesity_Type_III 4360,Female,26.0,1.623938,105.028665,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.453314,Sometimes,Public_Transportation,Obesity_Type_III 4361,Female,21.682367,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.345407,no,1.583832,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 4362,Male,35.483601,1.838266,91.059595,yes,yes,2.0,2.721238,Sometimes,no,1.809531,no,0.919388,0.0,Sometimes,Automobile,Overweight_Level_II 4363,Female,23.0,1.71266,54.166453,yes,yes,3.0,3.0,Frequently,no,2.328331,no,2.0,0.663492,no,Public_Transportation,Insufficient_Weight 4364,Male,20.601222,1.722396,104.954291,yes,yes,2.787589,1.231915,Sometimes,no,1.0,no,0.0,1.094046,no,Public_Transportation,Obesity_Type_II 4365,Male,17.024853,1.827279,59.409018,yes,yes,2.826251,3.0,Sometimes,no,2.0,no,0.143955,0.9974,no,Automobile,Insufficient_Weight 4366,Male,19.0,1.77,76.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4367,Male,39.569004,1.750085,89.991671,yes,yes,2.185938,2.9796,Sometimes,no,1.81786,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4368,Female,23.0,1.7,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4369,Female,25.951979,1.608469,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.061366,0.656491,Sometimes,Public_Transportation,Obesity_Type_III 4370,Female,19.071027,1.70653,42.0,no,yes,2.866383,1.0,Frequently,no,1.0,no,1.814869,0.203978,Sometimes,Public_Transportation,Insufficient_Weight 4371,Male,22.0,1.78,95.032177,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.127675,no,Public_Transportation,Obesity_Type_I 4372,Male,26.787842,1.824432,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.992371,1.0,Sometimes,Automobile,Overweight_Level_II 4373,Male,23.0,1.76,106.038468,yes,yes,2.0,2.272801,Sometimes,no,2.0,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_I 4374,Male,31.783524,1.755926,118.20313,yes,yes,2.317734,2.372339,Sometimes,no,2.152736,no,0.417724,1.990925,Sometimes,Automobile,Obesity_Type_II 4375,Female,21.030909,1.746652,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.280924,0.975504,Sometimes,Public_Transportation,Obesity_Type_III 4376,Female,26.0,1.640745,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 4377,Male,22.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4378,Male,19.0,1.82,62.0,yes,no,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4379,Male,22.088059,1.803132,105.359688,yes,yes,2.0,3.0,Sometimes,no,2.651194,no,0.902661,0.67688,Sometimes,Public_Transportation,Obesity_Type_I 4380,Female,20.891491,1.741192,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.501754,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 4381,Female,38.0,1.5,79.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4382,Male,24.443011,1.873368,121.639178,yes,yes,2.637202,2.675148,Sometimes,no,2.364208,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4383,Female,21.0,1.65,56.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4384,Male,32.997118,1.75,105.000276,yes,yes,2.619835,1.91863,Sometimes,no,2.926995,no,1.0,1.74288,Sometimes,Automobile,Obesity_Type_II 4385,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 4386,Male,18.0,1.812472,108.204547,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.541455,Sometimes,Public_Transportation,Obesity_Type_I 4387,Female,28.0,1.68,68.0,yes,yes,3.0,4.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Normal_Weight 4388,Male,23.0,1.8,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4389,Female,21.210732,1.716497,130.871127,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.718543,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 4390,Male,21.0,1.71266,75.0,yes,yes,2.497548,3.987707,Sometimes,no,1.853991,no,0.110174,0.20281,Sometimes,Public_Transportation,Overweight_Level_I 4391,Male,31.761799,1.767485,120.980508,yes,yes,2.312528,3.0,Sometimes,no,2.045069,no,0.941424,1.0,Sometimes,Automobile,Obesity_Type_II 4392,Female,19.0,1.605314,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.392665,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4393,Female,26.0,1.629225,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 4394,Male,27.991467,1.84998,120.420406,yes,yes,2.432355,3.0,Sometimes,no,2.827773,no,1.976341,0.247332,Sometimes,Public_Transportation,Obesity_Type_II 4395,Female,45.0,1.532643,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 4396,Male,24.622054,1.752755,117.368716,yes,yes,1.369529,3.0,Sometimes,no,2.0,no,1.384607,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 4397,Male,21.0,1.85,115.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4398,Female,17.0,1.52,53.5,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 4399,Male,25.136116,1.758398,112.289883,yes,yes,1.392665,3.0,Sometimes,no,2.003563,no,0.0,1.112489,Sometimes,Automobile,Obesity_Type_II 4400,Male,22.0,1.66,62.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4401,Female,39.135634,1.560258,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4402,Male,23.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.928972,Sometimes,Public_Transportation,Obesity_Type_I 4403,Male,19.633898,1.816298,85.002884,yes,yes,2.871768,3.390143,Sometimes,no,2.977516,no,2.0,0.636289,Sometimes,Public_Transportation,Overweight_Level_I 4404,Male,18.0,1.8,86.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4405,Female,23.0,1.634688,82.0,yes,yes,1.754401,1.0,Sometimes,no,2.0,no,0.0,0.166076,Sometimes,Public_Transportation,Obesity_Type_I 4406,Female,21.0,1.66,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4407,Female,26.0,1.643332,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 4408,Female,19.0,1.55,58.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4409,Female,26.0,1.643332,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 4410,Male,18.0,1.84995,52.514302,yes,yes,2.884212,3.0,Sometimes,no,2.0,no,0.0,1.350099,Sometimes,Public_Transportation,Insufficient_Weight 4411,Male,19.0,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4412,Male,24.511445,1.851123,121.310257,yes,yes,2.880759,2.879541,Sometimes,no,2.549617,no,0.178856,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4413,Female,35.194089,1.673482,73.193589,yes,no,3.0,3.0,Sometimes,no,1.572371,no,1.80674,0.0,Sometimes,Automobile,Overweight_Level_I 4414,Female,40.951591,1.567973,77.354744,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4415,Male,30.722801,1.825449,120.980508,yes,yes,2.9673,3.0,Sometimes,no,2.358088,no,1.271667,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 4416,Male,29.620095,1.771043,108.472359,yes,yes,2.008245,3.0,Sometimes,no,2.080187,no,1.076729,0.0,Sometimes,Automobile,Obesity_Type_I 4417,Male,23.254934,1.75,116.669906,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4418,Female,38.0,1.5,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4419,Male,26.680376,1.81955,117.384745,yes,yes,2.630137,2.937607,Sometimes,no,2.825629,no,0.261274,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4420,Female,39.759575,1.691303,80.0,yes,yes,2.0,2.443812,Sometimes,no,1.751723,no,0.529259,0.0,no,Automobile,Overweight_Level_II 4421,Male,18.0,1.79,108.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4422,Female,20.0,1.87,66.0,no,yes,3.0,4.0,Frequently,yes,3.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4423,Female,23.728707,1.65,78.030383,yes,yes,2.972426,3.0,Sometimes,no,1.699971,no,0.654316,0.0,no,Public_Transportation,Overweight_Level_II 4424,Female,20.601222,1.737313,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.414209,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 4425,Male,17.689057,1.836592,97.971598,yes,yes,2.0,2.879541,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4426,Male,23.451595,1.741353,96.738014,yes,yes,2.0,2.967089,Sometimes,no,2.697661,no,2.0,1.384186,no,Public_Transportation,Obesity_Type_I 4427,Female,19.314429,1.6,49.932199,no,yes,2.794197,3.238258,Sometimes,no,1.530531,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4428,Female,21.0,1.63,55.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 4429,Male,33.0,1.8,97.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Obesity_Type_II 4430,Male,21.0,1.68,68.0,yes,yes,2.0,3.0,Always,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4431,Female,22.226815,1.609068,83.26312,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.451078,0.0,no,Public_Transportation,Obesity_Type_I 4432,Female,25.991194,1.606474,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.813083,no,0.24629,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 4433,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4434,Male,20.914366,1.763465,105.000706,yes,yes,2.0,3.0,Sometimes,no,2.7305,no,0.986414,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4435,Male,31.335093,1.848294,121.310257,yes,yes,2.175276,2.562895,Sometimes,no,1.0,no,0.903369,0.0,Sometimes,Automobile,Obesity_Type_II 4436,Male,21.0,1.65,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4437,Male,19.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4438,Male,34.0,1.75,120.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_II 4439,Male,27.186873,1.841852,113.90506,yes,yes,2.450784,3.0,Sometimes,no,2.280555,no,1.596576,0.007872,Sometimes,Automobile,Obesity_Type_I 4440,Female,18.0,1.584785,41.397378,no,yes,2.959658,1.0,Sometimes,no,1.636326,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4441,Male,24.001685,1.773766,120.996074,yes,yes,2.427689,3.0,Sometimes,no,2.006167,no,1.082236,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 4442,Female,21.412434,1.730636,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.425712,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 4443,Female,21.834894,1.728834,50.0,yes,yes,1.031149,3.612941,Frequently,no,1.0,no,0.546402,0.97554,Sometimes,Public_Transportation,Insufficient_Weight 4444,Male,27.0,1.77,97.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_I 4445,Male,30.022598,1.747739,82.329047,yes,yes,2.907744,3.0,Sometimes,no,1.771781,no,0.943266,0.0,no,Automobile,Overweight_Level_II 4446,Male,38.523646,1.780731,118.533246,yes,yes,2.9553,2.837388,Sometimes,no,1.984323,no,0.919388,0.0,no,Automobile,Obesity_Type_II 4447,Male,29.0,1.76,112.0,yes,yes,1.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 4448,Female,26.0,1.632272,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 4449,Male,17.0,1.8,87.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4450,Male,21.334585,1.853223,87.083266,yes,yes,2.0,1.672706,Sometimes,no,3.0,no,0.0,1.343044,Sometimes,Public_Transportation,Overweight_Level_II 4451,Male,30.605225,1.75,118.805937,yes,yes,2.09283,3.0,Sometimes,no,2.284494,no,1.079934,0.0,Sometimes,Automobile,Obesity_Type_II 4452,Female,34.231083,1.673491,77.355417,yes,yes,2.061384,1.0,Sometimes,no,1.38107,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 4453,Male,33.0,1.72,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 4454,Male,26.225442,1.755926,116.160329,yes,yes,2.442536,3.0,Sometimes,no,2.174371,no,0.0,1.928972,Sometimes,Public_Transportation,Obesity_Type_II 4455,Female,21.872484,1.600914,68.865008,no,yes,1.601236,3.0,Sometimes,no,2.0,no,0.604259,0.537202,Sometimes,Public_Transportation,Overweight_Level_I 4456,Female,26.0,1.641098,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 4457,Female,26.0,1.640745,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 4458,Male,23.0,1.817231,105.407313,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.593704,Sometimes,Public_Transportation,Obesity_Type_I 4459,Male,17.0,1.858624,59.295172,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 4460,Male,21.0,1.66,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 4461,Male,18.0,1.813678,80.0,yes,yes,1.061461,3.0,Sometimes,no,2.13755,no,1.0,0.91336,Sometimes,Public_Transportation,Overweight_Level_I 4462,Male,21.344018,1.75463,96.738014,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.80989,1.26729,no,Public_Transportation,Obesity_Type_I 4463,Male,33.954433,1.766946,85.0,yes,yes,2.490507,2.693646,Sometimes,no,1.916812,no,1.0,0.0,no,Automobile,Overweight_Level_II 4464,Female,24.0,1.6,56.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4465,Male,21.0,1.8,99.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 4466,Female,21.469756,1.741014,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.987406,no,1.318743,0.646288,Sometimes,Public_Transportation,Obesity_Type_III 4467,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 4468,Female,25.920738,1.611462,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,9.6e-05,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 4469,Male,28.0,1.75,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 4470,Female,33.0,1.58,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4471,Male,21.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4472,Male,22.935612,1.773594,116.311962,yes,yes,1.712848,3.0,Sometimes,no,2.0,no,1.112504,0.157007,Sometimes,Public_Transportation,Obesity_Type_II 4473,Male,26.0,1.72,72.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Frequently,Automobile,Normal_Weight 4474,Male,26.490926,1.810215,117.86159,yes,yes,2.766612,3.0,Sometimes,no,2.816015,no,1.958694,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4475,Male,22.0,1.69,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 4476,Female,21.0,1.65,63.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4477,Male,36.67933,1.741377,98.579156,yes,yes,2.530233,1.782109,Sometimes,no,2.668261,no,1.538922,0.0,Sometimes,Automobile,Obesity_Type_I 4478,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 4479,Male,40.789529,1.639383,109.599453,yes,yes,2.636719,3.0,Sometimes,no,1.0,no,0.0,0.579541,Sometimes,Automobile,Obesity_Type_II 4480,Female,20.0,1.6,52.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 4481,Male,28.825223,1.784377,107.025415,yes,yes,2.0,3.0,Sometimes,no,2.987406,no,0.0,0.541309,Sometimes,Automobile,Obesity_Type_I 4482,Female,26.0,1.634894,110.986611,yes,yes,3.0,3.0,Sometimes,no,2.715252,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 4483,Male,23.0,1.692242,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.554404,no,Public_Transportation,Obesity_Type_I 4484,Female,18.0,1.7,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 4485,Male,24.05331,1.606066,100.431625,yes,yes,2.943749,1.231915,Sometimes,no,1.0,no,1.583832,1.972926,no,Public_Transportation,Obesity_Type_II 4486,Female,21.837996,1.657995,80.0,yes,yes,2.0,2.623079,Sometimes,no,2.0,no,1.0,1.283673,Sometimes,Public_Transportation,Overweight_Level_II 4487,Female,26.0,1.637725,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 4488,Male,21.008297,1.699998,105.619143,yes,yes,2.843456,3.0,Sometimes,no,2.111913,no,1.190465,1.151166,Sometimes,Public_Transportation,Obesity_Type_I 4489,Female,17.925497,1.64602,59.612717,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.140792,no,Automobile,Insufficient_Weight 4490,Female,18.0,1.56,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4491,Female,20.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4492,Female,18.0,1.6,60.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4493,Female,25.951737,1.629225,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.01586,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 4494,Female,26.0,1.627567,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 4495,Female,21.0,1.54,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4496,Male,21.033794,1.786997,89.802492,yes,yes,2.0,2.977999,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 4497,Female,22.596576,1.635062,112.348722,yes,yes,3.0,3.0,Sometimes,no,2.638164,no,0.260079,0.805008,Sometimes,Public_Transportation,Obesity_Type_III 4498,Male,23.826684,1.84998,121.277832,yes,yes,2.499388,2.701689,Sometimes,no,2.170225,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4499,Male,33.0,1.67,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4500,Female,23.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_II 4501,Male,19.0,1.75,73.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 4502,Female,17.0,1.66,60.0,yes,no,3.0,4.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 4503,Female,26.0,1.643421,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 4504,Female,18.0,1.63,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4505,Female,23.0,1.567915,80.0,yes,yes,2.823179,2.911568,Sometimes,no,2.935398,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 4506,Male,25.492855,1.775416,112.835195,yes,yes,1.392665,3.0,Sometimes,no,2.094479,no,1.096556,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 4507,Female,25.653233,1.624099,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.525127,no,0.0,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 4508,Female,20.0,1.53,45.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 4509,Male,21.72738,1.783782,105.000276,yes,yes,2.869833,3.0,Sometimes,no,2.35818,no,0.349371,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4510,Female,21.02497,1.751067,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.218691,no,1.318743,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 4511,Female,21.951309,1.58,65.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,0.704978,no,Public_Transportation,Overweight_Level_II 4512,Female,21.232659,1.741193,132.57927,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.989171,0.862587,Sometimes,Public_Transportation,Obesity_Type_III 4513,Female,23.0,1.65,93.774144,yes,yes,1.123672,2.9774,Sometimes,no,1.001995,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 4514,Female,21.929387,1.517998,67.939653,yes,no,2.492758,3.987707,Sometimes,no,1.591597,no,0.926592,1.376124,no,Public_Transportation,Overweight_Level_II 4515,Male,22.0,1.71,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4516,Female,20.952737,1.761068,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.48372,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 4517,Female,33.0,1.5,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4518,Male,24.426457,1.61981,98.259423,yes,yes,2.869833,2.98212,Sometimes,no,1.0,no,1.999886,0.0,no,Public_Transportation,Obesity_Type_II 4519,Female,18.0,1.660446,50.248677,yes,yes,2.598051,3.0,Sometimes,no,2.0,no,1.706287,0.0,no,Public_Transportation,Insufficient_Weight 4520,Male,21.0,1.69,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 4521,Female,25.908431,1.668642,104.807284,yes,yes,3.0,3.0,Sometimes,no,1.551266,no,0.197993,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 4522,Female,18.836315,1.60681,82.0,yes,yes,2.0,1.94313,Sometimes,no,1.853991,no,1.0,1.556052,no,Public_Transportation,Obesity_Type_I 4523,Female,22.851773,1.624576,82.0,yes,yes,2.33998,1.0,Sometimes,no,1.40077,no,0.0,0.413474,no,Public_Transportation,Obesity_Type_I 4524,Female,21.012542,1.586952,44.311837,no,no,2.0,1.773916,Frequently,no,2.793505,no,1.564618,0.0,no,Public_Transportation,Insufficient_Weight 4525,Male,25.45763,1.758372,88.026943,yes,yes,1.570089,3.0,Sometimes,no,2.0,no,0.0,1.692287,Sometimes,Public_Transportation,Overweight_Level_II 4526,Male,21.982942,1.782722,105.037463,yes,yes,2.592247,3.0,Sometimes,no,2.03415,no,0.008013,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4527,Female,23.0,1.59,42.3,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4528,Male,22.935612,1.810616,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.659419,no,0.0,0.732265,no,Public_Transportation,Obesity_Type_I 4529,Male,20.0,1.738717,98.579156,yes,yes,2.0,3.0,Sometimes,no,2.161303,no,2.0,1.914531,no,Public_Transportation,Obesity_Type_I 4530,Female,25.540865,1.661277,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.616975,no,0.167086,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 4531,Male,19.0,1.717722,78.55444,yes,no,2.042762,2.142328,Sometimes,no,1.166655,no,1.097983,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4532,Female,26.0,1.654784,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 4533,Male,28.404332,1.783664,102.523111,yes,yes,2.0,1.865657,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 4534,Male,20.0,1.84,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 4535,Male,18.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4536,Male,20.871667,1.818268,89.429199,yes,yes,2.341133,3.0,Sometimes,no,2.640539,no,2.405963,1.256119,no,Public_Transportation,Overweight_Level_II 4537,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4538,Female,19.434709,1.525691,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4539,Male,23.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4540,Male,22.0,1.7,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4541,Male,20.0,1.8,87.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 4542,Male,19.0,1.82,64.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4543,Male,23.0,1.706525,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.530493,no,0.967627,1.0,Sometimes,Automobile,Obesity_Type_I 4544,Male,21.198217,1.721384,80.0,yes,yes,2.0,3.0,Sometimes,no,1.824561,no,1.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_II 4545,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4546,Male,25.314163,1.779325,118.20313,yes,yes,1.961069,3.0,Sometimes,no,2.0,no,1.541072,0.526776,Sometimes,Public_Transportation,Obesity_Type_II 4547,Male,33.270448,1.739293,84.773349,yes,yes,2.0,2.880817,Sometimes,no,1.253803,no,1.320209,0.0,no,Automobile,Overweight_Level_II 4548,Female,22.025438,1.640426,87.344156,yes,yes,2.0,1.320768,Sometimes,no,1.941224,no,0.0,1.251554,Sometimes,Public_Transportation,Obesity_Type_I 4549,Male,21.0,1.67,67.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4550,Female,30.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 4551,Male,23.826684,1.783609,120.921535,yes,yes,2.291846,2.956422,Sometimes,no,2.31083,no,1.48524,0.281815,Sometimes,Public_Transportation,Obesity_Type_II 4552,Female,23.0,1.661415,80.993373,yes,yes,2.0,2.372339,Sometimes,no,2.0,no,0.0,1.256119,no,Public_Transportation,Obesity_Type_I 4553,Male,20.825962,1.793926,105.655037,yes,yes,2.0,3.0,Sometimes,no,1.527036,no,0.00705,0.526999,Sometimes,Public_Transportation,Obesity_Type_I 4554,Male,23.365041,1.856315,121.310257,yes,yes,2.21965,2.865657,Sometimes,no,2.0,no,1.320065,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4555,Male,19.0,1.841908,86.0805,yes,yes,2.0,3.0,Sometimes,no,2.531984,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4556,Male,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 4557,Female,35.0,1.68,73.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4558,Female,26.0,1.628909,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 4559,Male,18.0,1.75,55.3,yes,yes,3.0,4.0,Sometimes,no,2.166024,no,2.0,0.0,no,Automobile,Insufficient_Weight 4560,Female,20.951084,1.72692,130.871127,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.68249,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 4561,Male,21.106056,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.415536,no,Public_Transportation,Overweight_Level_II 4562,Female,24.0,1.63,84.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 4563,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 4564,Female,22.875223,1.632605,82.0,yes,yes,1.00876,1.0,Sometimes,no,1.383894,no,0.0,0.306124,Sometimes,Public_Transportation,Obesity_Type_I 4565,Female,19.0,1.58,56.0,no,no,2.0,3.0,Always,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 4566,Male,21.380336,1.721384,75.5771,yes,yes,2.0,3.376844,Sometimes,no,2.371015,no,2.536615,0.169879,Sometimes,Public_Transportation,Overweight_Level_I 4567,Female,20.438478,1.805803,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,0.850715,0.625079,Sometimes,Public_Transportation,Obesity_Type_III 4568,Female,23.0,1.51,63.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4569,Female,25.966504,1.627483,104.881994,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,0.159255,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 4570,Female,21.363293,1.584951,44.050251,no,no,3.0,2.937989,Frequently,no,1.0,yes,1.877369,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4571,Female,39.129291,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,2.966647,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4572,Female,41.0,1.57,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.769709,0.0,Sometimes,Automobile,Obesity_Type_I 4573,Male,26.0,1.7,68.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4574,Female,16.913841,1.538398,42.0,no,yes,1.522001,1.0,Sometimes,no,1.179942,no,0.128548,0.103056,Sometimes,Public_Transportation,Insufficient_Weight 4575,Male,22.884722,1.65,94.189167,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 4576,Female,22.889099,1.622787,82.0,yes,yes,1.967061,1.355354,Sometimes,no,1.968011,no,0.0,1.55011,Sometimes,Public_Transportation,Obesity_Type_I 4577,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4578,Male,21.0,1.74,76.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4579,Female,17.0,1.66,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 4580,Male,32.707653,1.774647,120.151967,yes,yes,2.57649,3.0,Sometimes,no,2.172649,no,1.097905,0.0,Sometimes,Automobile,Obesity_Type_II 4581,Female,22.0,1.5,55.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4582,Male,24.982997,1.759933,116.311962,yes,yes,1.469384,3.0,Sometimes,no,2.0,no,1.082236,0.766306,Sometimes,Public_Transportation,Obesity_Type_II 4583,Female,25.929746,1.680171,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.5197,no,0.0,0.555591,Sometimes,Public_Transportation,Obesity_Type_III 4584,Male,29.881301,1.755938,118.237782,yes,yes,2.225149,3.0,Sometimes,no,2.081121,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 4585,Female,21.938831,1.611239,67.939653,yes,yes,1.710548,3.987707,Sometimes,no,1.701835,no,0.94224,1.376124,Sometimes,Public_Transportation,Overweight_Level_I 4586,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4587,Male,22.705772,1.841989,122.024954,yes,yes,3.0,1.0,Sometimes,no,1.020525,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4588,Female,19.0,1.55,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4589,Male,17.065445,1.710129,58.585146,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 4590,Male,39.825592,1.502609,79.414603,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 4591,Male,32.787101,1.836669,121.471077,yes,yes,2.0,2.743277,Sometimes,no,1.40077,no,0.819682,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4592,Female,26.0,1.62,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 4593,Female,22.0,1.61,82.0,yes,yes,1.0,1.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 4594,Male,17.997009,1.818268,59.20945,yes,yes,2.315932,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 4595,Female,25.97731,1.640125,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 4596,Female,26.0,1.643421,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 4597,Female,26.0,1.643017,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.030541,0.756339,Sometimes,Public_Transportation,Obesity_Type_III 4598,Female,26.0,1.62456,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 4599,Female,23.327836,1.6,63.183846,no,yes,2.4277,1.001633,Sometimes,no,2.0,no,0.146919,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4600,Male,22.177099,1.65,89.139209,yes,yes,2.0,2.372311,Sometimes,no,2.175432,no,1.609801,1.0,no,Public_Transportation,Obesity_Type_I 4601,Male,33.0,1.7,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 4602,Female,21.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4603,Female,21.0,1.65,73.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4604,Male,21.022206,1.7,80.0,yes,yes,2.0,2.884848,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4605,Female,18.0,1.6,68.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 4606,Male,18.0,1.65,60.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 4607,Male,23.664709,1.849998,122.119682,yes,yes,3.0,2.123138,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4608,Male,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4609,Male,29.506287,1.84842,120.644178,yes,yes,2.499108,2.475228,Sometimes,no,3.0,no,0.743005,1.882539,Sometimes,Automobile,Obesity_Type_II 4610,Female,26.0,1.611462,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 4611,Female,18.044348,1.673665,50.088468,no,yes,3.0,3.0,Sometimes,no,1.453626,no,0.926592,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4612,Male,18.0,1.78,90.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4613,Female,33.015258,1.673482,77.205685,yes,yes,2.156065,3.058539,Sometimes,no,1.880967,no,0.982134,0.662277,no,Automobile,Overweight_Level_II 4614,Male,23.0,1.72,66.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4615,Female,31.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 4616,Male,33.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 4617,Female,26.0,1.641132,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.765593,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_III 4618,Female,25.907833,1.623113,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.045246,0.463196,Sometimes,Public_Transportation,Obesity_Type_III 4619,Male,23.0,1.7,60.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4620,Female,38.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 4621,Male,31.793937,1.815514,122.137917,yes,yes,2.765063,3.0,Sometimes,no,1.732072,no,0.854957,0.70778,Sometimes,Public_Transportation,Obesity_Type_II 4622,Male,17.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4623,Female,18.0,1.65,80.0,yes,yes,2.0,1.060796,Sometimes,no,2.895614,no,2.892922,2.0,no,Public_Transportation,Obesity_Type_I 4624,Male,32.867331,1.694633,102.872802,yes,yes,2.919526,3.0,Sometimes,no,1.0,no,1.982379,1.0,Sometimes,Public_Transportation,Obesity_Type_II 4625,Female,19.0,1.521604,42.0,no,yes,1.0,2.973504,Frequently,no,1.0,no,0.0,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 4626,Male,18.0,1.863685,89.558854,yes,yes,2.086898,3.0,Sometimes,no,1.005727,no,0.0,0.798219,Sometimes,Public_Transportation,Obesity_Type_I 4627,Male,23.745833,1.75,119.484614,yes,yes,1.631144,3.0,Sometimes,no,2.0,no,0.889963,0.16779,Sometimes,Public_Transportation,Obesity_Type_II 4628,Female,32.0,1.681021,74.641633,yes,yes,2.522399,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 4629,Female,20.534089,1.748106,50.0,no,yes,3.0,3.0,Sometimes,no,1.610768,no,1.976341,0.936925,no,Public_Transportation,Insufficient_Weight 4630,Female,19.94814,1.567131,42.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4631,Female,37.558961,1.649178,80.0,yes,yes,3.0,3.0,Sometimes,no,1.872673,no,0.966973,0.0,Sometimes,Automobile,Obesity_Type_I 4632,Male,21.0,1.62,53.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4633,Female,18.267696,1.761773,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,1.493018,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 4634,Male,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4635,Male,25.447208,1.765188,114.254278,yes,yes,1.588114,3.0,Sometimes,no,2.117733,no,1.543961,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 4636,Female,19.0,1.527133,42.0,no,yes,1.72989,3.998618,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4637,Female,21.0,1.730199,78.0,yes,yes,2.0,3.0,Sometimes,no,2.413813,no,2.0,1.34403,no,Public_Transportation,Overweight_Level_II 4638,Female,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 4639,Female,16.270434,1.610867,67.183128,no,yes,1.906194,1.0,Sometimes,no,2.0,yes,0.979701,1.616826,Sometimes,Public_Transportation,Overweight_Level_I 4640,Female,18.0,1.58,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4641,Male,21.0,1.65,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4642,Female,22.832105,1.849507,121.310257,yes,yes,3.0,3.0,Sometimes,no,1.087166,no,1.520818,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 4643,Male,19.0,1.72,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,3.0,1.0,no,Public_Transportation,Normal_Weight 4644,Male,22.547298,1.856315,95.887056,yes,yes,2.0,2.372311,Sometimes,no,2.0,no,1.098862,1.97117,Sometimes,Public_Transportation,Overweight_Level_II 4645,Female,25.96701,1.611462,103.705418,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,0.07089,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 4646,Female,20.254534,1.593894,44.00945,no,no,3.0,2.857787,Frequently,no,1.512035,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4647,Male,19.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4648,Male,21.0,1.709561,75.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4649,Male,30.958957,1.767335,120.775439,yes,yes,2.938801,3.0,Sometimes,no,2.299878,no,1.04268,0.315595,Sometimes,Automobile,Obesity_Type_II 4650,Female,19.0,1.65,56.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4651,Male,30.02019,1.75834,112.010504,yes,yes,1.868212,3.0,Sometimes,no,2.008361,no,0.0,0.613992,Sometimes,Automobile,Obesity_Type_II 4652,Male,29.620095,1.790172,112.536367,yes,yes,2.008245,3.0,Sometimes,no,2.045561,no,0.480614,0.0,Sometimes,Automobile,Obesity_Type_II 4653,Female,22.0,1.55,56.0,yes,no,3.0,3.0,Frequently,no,2.0,yes,3.0,0.0,Sometimes,Walking,Normal_Weight 4654,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4655,Female,19.993565,1.602082,45.0,no,no,3.0,3.0,Frequently,no,2.875583,yes,1.266739,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4656,Female,25.816445,1.633887,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 4657,Female,25.940153,1.633195,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.06582,1.0,Sometimes,Public_Transportation,Obesity_Type_III 4658,Male,22.0,1.77,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4659,Male,21.0,1.67,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4660,Male,34.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 4661,Female,19.0,1.6,49.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,no,Public_Transportation,Normal_Weight 4662,Female,40.0,1.58,63.0,no,no,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 4663,Male,18.0,1.76,110.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 4664,Male,20.0,1.83,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 4665,Male,24.475242,1.670227,90.0,yes,yes,2.0,3.0,Sometimes,no,2.072194,no,0.663896,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4666,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4667,Male,27.558801,1.828391,120.998266,yes,yes,2.934671,3.0,Sometimes,no,2.839558,no,1.096556,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4668,Female,25.954995,1.621245,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.001015,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 4669,Female,25.907833,1.611452,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.660614,no,0.001015,0.726118,Sometimes,Public_Transportation,Obesity_Type_III 4670,Female,21.571288,1.641149,88.600878,yes,yes,2.081238,1.0,Sometimes,no,3.0,no,1.0,1.344072,Sometimes,Public_Transportation,Obesity_Type_I 4671,Female,25.986368,1.730199,112.348722,yes,yes,3.0,3.0,Sometimes,no,1.246822,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 4672,Female,21.140165,1.71582,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,1.318743,0.715993,Sometimes,Public_Transportation,Obesity_Type_III 4673,Female,26.0,1.633887,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 4674,Female,26.0,1.643355,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 4675,Female,37.218161,1.507867,79.58958,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4676,Male,22.0,1.72,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4677,Male,31.641081,1.754218,119.373019,yes,yes,2.927187,2.993623,Sometimes,no,1.981782,no,1.612741,0.631217,Sometimes,Automobile,Obesity_Type_II 4678,Male,25.0,1.8,73.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 4679,Female,18.0,1.7,80.0,yes,no,2.0,2.756622,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4680,Female,25.783865,1.627567,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.01586,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 4681,Male,21.0,1.71,71.0,yes,yes,2.0,4.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 4682,Male,20.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4683,Female,23.76197,1.746652,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.427037,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 4684,Male,21.0,1.69,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4685,Female,26.0,1.640745,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 4686,Female,18.871794,1.699437,90.0,yes,yes,2.0,3.0,Sometimes,no,1.292479,no,1.427037,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4687,Male,23.0,1.76,65.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4688,Female,21.028989,1.766626,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.46782,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 4689,Female,21.412434,1.719913,133.779919,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.427037,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 4690,Male,30.543961,1.750085,120.431551,yes,yes,2.490776,3.0,Sometimes,no,2.803002,no,0.68183,1.164457,Sometimes,Automobile,Obesity_Type_II 4691,Female,25.976209,1.622771,109.996742,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.01586,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 4692,Male,33.009285,1.733875,84.773349,yes,yes,2.0,2.98212,Sometimes,no,2.035954,no,2.847761,0.0,no,Automobile,Overweight_Level_II 4693,Male,26.288417,1.76569,84.849349,yes,yes,3.0,3.0,Sometimes,no,2.01897,no,2.05252,0.88868,no,Public_Transportation,Obesity_Type_I 4694,Female,26.0,1.643332,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 4695,Male,18.0,1.8,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Insufficient_Weight 4696,Male,18.0,1.62,70.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4697,Male,20.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 4698,Female,47.7061,1.638085,84.729197,yes,yes,2.0,3.0,Sometimes,no,1.017006,no,0.31381,0.0,Sometimes,Automobile,Obesity_Type_I 4699,Female,21.0,1.52,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4700,Female,20.975973,1.603226,94.790579,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.784471,0.0,no,Public_Transportation,Obesity_Type_I 4701,Male,18.0,1.8,84.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4702,Female,22.0,1.58,53.8,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 4703,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4704,Female,19.799054,1.749405,49.699672,no,yes,1.642241,3.266644,Sometimes,no,1.191401,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4705,Male,24.184891,1.633794,97.449743,yes,yes,2.0,3.0,Sometimes,no,2.973729,no,0.0,1.36595,no,Public_Transportation,Obesity_Type_I 4706,Male,18.0,1.856315,51.132809,yes,yes,2.805533,3.0,Sometimes,no,2.827773,no,0.479592,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4707,Male,16.129279,1.798645,58.585146,yes,yes,2.5596,3.0,Sometimes,no,2.0,no,0.0,0.143675,no,Automobile,Insufficient_Weight 4708,Female,16.0,1.68,59.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 4709,Female,17.0,1.6,55.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4710,Female,25.96773,1.610225,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 4711,Female,18.0,1.63,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4712,Male,41.0,1.75,115.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 4713,Male,22.705772,1.854706,121.657979,yes,yes,2.819934,1.163666,Sometimes,no,2.096751,no,0.99295,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4714,Female,18.0,1.767335,55.523481,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.597608,no,Public_Transportation,Insufficient_Weight 4715,Male,19.029494,1.721854,53.620604,no,yes,2.823179,3.095663,Sometimes,no,1.226764,no,2.0,1.287117,Sometimes,Public_Transportation,Insufficient_Weight 4716,Female,27.899784,1.55,72.713611,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 4717,Male,23.0,1.77,107.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4718,Male,19.275687,1.679299,77.355417,yes,yes,2.0,1.154318,Sometimes,no,1.696691,no,0.966973,0.693954,Sometimes,Public_Transportation,Overweight_Level_I 4719,Female,21.6548,1.751067,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.427037,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 4720,Female,26.0,1.628909,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 4721,Male,21.0,1.9,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4722,Female,22.0,1.71,51.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4723,Female,18.0,1.56,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4724,Male,18.0,1.8,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 4725,Female,25.0,1.5,66.4,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4726,Female,20.0,1.66,60.0,yes,no,2.0,3.0,Always,no,3.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 4727,Male,26.591628,1.827279,120.875283,yes,yes,2.674431,3.0,Sometimes,no,2.357373,no,0.766007,1.339691,Sometimes,Public_Transportation,Obesity_Type_II 4728,Male,30.605225,1.828525,120.975489,yes,yes,2.945967,3.0,Sometimes,no,2.628816,no,0.882709,0.469735,Sometimes,Automobile,Obesity_Type_II 4729,Female,19.269079,1.699464,49.815599,no,yes,2.9553,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4730,Male,18.0,1.7,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 4731,Male,24.0,1.65,70.0,yes,yes,1.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4732,Female,19.314429,1.739991,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.38725,no,1.931173,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 4733,Female,29.0,1.62,69.0,no,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 4734,Male,27.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_I 4735,Female,18.0,1.56,51.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4736,Male,18.845518,1.830068,51.692272,yes,yes,2.915279,3.0,Sometimes,no,2.64548,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4737,Female,19.0,1.560029,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.492967,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4738,Female,21.0,1.6,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 4739,Female,29.506287,1.652202,84.253422,yes,yes,2.273548,3.0,Sometimes,no,2.279214,no,1.293396,1.670313,no,Automobile,Obesity_Type_I 4740,Male,18.0,1.8,80.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4741,Female,22.815416,1.610967,82.039,yes,yes,1.92822,1.068443,Sometimes,no,2.0,no,0.0,1.261043,Sometimes,Public_Transportation,Obesity_Type_I 4742,Female,25.783865,1.659877,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.01586,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 4743,Male,30.315784,1.836592,102.946763,yes,yes,2.911312,3.0,Sometimes,no,1.0,no,1.946907,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4744,Female,19.665881,1.741193,131.529267,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.584716,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 4745,Female,21.635977,1.724268,131.902591,yes,yes,3.0,3.0,Sometimes,no,1.808127,no,1.39302,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 4746,Male,31.641081,1.755938,120.898397,yes,yes,2.934671,3.0,Sometimes,no,2.929123,no,0.887923,0.676557,Sometimes,Automobile,Obesity_Type_II 4747,Female,37.0,1.5,63.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 4748,Male,18.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4749,Female,20.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 4750,Male,22.970655,1.872517,105.037463,yes,yes,2.0,3.0,Sometimes,no,2.170225,no,0.0,1.59257,Sometimes,Public_Transportation,Obesity_Type_I 4751,Male,22.596576,1.858624,88.675503,yes,yes,2.0,2.77684,Sometimes,no,1.278231,no,0.55713,0.0,Sometimes,Public_Transportation,Overweight_Level_II 4752,Female,21.0,1.62,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4753,Female,26.0,1.627567,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.388271,Sometimes,Public_Transportation,Obesity_Type_III 4754,Male,24.063874,1.766547,120.998266,yes,yes,2.928234,2.993623,Sometimes,no,2.739351,no,1.156024,0.61599,Sometimes,Public_Transportation,Obesity_Type_II 4755,Female,40.0,1.5,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 4756,Female,21.056059,1.644682,68.392133,no,yes,1.118436,3.394788,Sometimes,no,1.853991,no,0.997731,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4757,Female,21.022206,1.756772,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.46361,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 4758,Male,23.912387,1.673491,102.810704,yes,yes,2.996186,1.049534,Sometimes,no,1.014671,no,0.246831,1.032392,no,Public_Transportation,Obesity_Type_II 4759,Male,18.0,1.75,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4760,Male,18.0,1.72,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4761,Male,30.916426,1.774644,120.748213,yes,yes,2.619835,3.0,Sometimes,no,1.84837,no,0.854337,0.0,Sometimes,Automobile,Obesity_Type_II 4762,Female,26.0,1.622418,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 4763,Male,22.980957,1.796052,89.673648,yes,yes,2.0,1.101404,Sometimes,no,3.0,no,0.0,1.612432,no,Public_Transportation,Obesity_Type_I 4764,Female,21.682367,1.787614,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,1.879818,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 4765,Male,19.0,1.65,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4766,Female,26.0,1.639524,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 4767,Female,25.951737,1.62686,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.526416,no,0.264831,0.670402,Sometimes,Public_Transportation,Obesity_Type_III 4768,Female,18.0,1.53,69.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4769,Female,18.166318,1.681855,79.828725,yes,yes,2.0,3.0,Sometimes,no,1.551266,no,1.999631,0.849236,no,Public_Transportation,Obesity_Type_I 4770,Male,18.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4771,Female,21.81119,1.741192,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.501754,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 4772,Male,18.011903,1.771817,51.598593,yes,yes,1.889199,3.0,Sometimes,no,2.0,no,1.201403,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4773,Male,38.0,1.7,78.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 4774,Female,21.214617,1.717288,50.0,no,yes,3.0,3.0,Sometimes,no,1.249307,no,0.743593,0.071317,Sometimes,Public_Transportation,Insufficient_Weight 4775,Female,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 4776,Male,14.0,1.82,72.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 4777,Male,33.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Automobile,Overweight_Level_II 4778,Male,30.554956,1.860292,123.721135,yes,yes,2.002784,3.0,Sometimes,no,2.292906,no,1.05545,0.0,Sometimes,Automobile,Obesity_Type_II 4779,Male,27.266287,1.799902,91.094184,yes,yes,1.961347,3.0,Sometimes,no,1.152736,no,0.793489,0.673408,Sometimes,Automobile,Overweight_Level_II 4780,Female,22.025438,1.610086,97.829344,yes,yes,2.0,1.9154,Sometimes,no,2.0,no,0.0,1.528714,no,Public_Transportation,Obesity_Type_I 4781,Male,17.0,1.8,85.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4782,Male,33.251015,1.713343,103.067766,yes,yes,2.935157,1.131695,Sometimes,no,1.0,no,0.146919,1.041677,Sometimes,Public_Transportation,Obesity_Type_II 4783,Male,30.304203,1.764138,118.363376,yes,yes,2.9673,3.0,Sometimes,no,2.115967,no,0.393452,1.914531,Sometimes,Automobile,Obesity_Type_II 4784,Male,27.0,1.65,99.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 4785,Female,22.0,1.6,53.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4786,Male,18.0,1.797523,108.316462,yes,yes,2.0,1.941307,Sometimes,no,2.426465,no,1.0,0.142056,no,Public_Transportation,Obesity_Type_I 4787,Female,20.074449,1.752101,125.117633,yes,yes,3.0,3.0,Sometimes,no,1.204055,no,0.354541,0.862587,Sometimes,Public_Transportation,Obesity_Type_III 4788,Male,21.0,1.75,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4789,Female,18.0,1.65,79.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 4790,Male,41.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 4791,Female,19.0,1.63,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4792,Male,20.0,1.79,102.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 4793,Female,23.0,1.65,75.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4794,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 4795,Female,38.542937,1.751691,79.828725,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,0.0,1.103349,Frequently,Automobile,Overweight_Level_I 4796,Female,21.282238,1.763029,51.314659,yes,yes,2.654792,3.821168,Frequently,no,2.133469,no,2.539762,1.0,no,Public_Transportation,Insufficient_Weight 4797,Female,25.919241,1.746411,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.24629,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 4798,Female,18.0,1.63,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4799,Female,23.451595,1.681855,80.0,yes,yes,2.0,2.756622,Sometimes,no,1.827515,no,0.192559,1.0,no,Public_Transportation,Overweight_Level_II 4800,Female,16.30687,1.737165,50.287967,yes,yes,2.913486,3.285167,Sometimes,no,2.0,no,0.977929,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4801,Female,19.0,1.6,45.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4802,Female,21.566815,1.524926,42.00945,no,no,2.866383,3.0,Frequently,no,1.983649,no,1.168368,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4803,Male,22.176922,1.794827,57.259124,yes,yes,2.766441,3.0,Sometimes,no,2.0,no,0.813917,1.066603,no,Automobile,Insufficient_Weight 4804,Male,23.0,1.8,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 4805,Male,55.0,1.7,80.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 4806,Male,29.620095,1.750085,112.725005,yes,yes,2.944287,3.0,Sometimes,no,2.0,no,0.641954,0.738935,Sometimes,Automobile,Obesity_Type_II 4807,Male,21.082384,1.81006,90.13868,yes,yes,2.0,3.0,Sometimes,no,2.175632,no,1.910432,0.677909,Sometimes,Public_Transportation,Overweight_Level_I 4808,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4809,Female,21.0,1.62,53.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4810,Female,38.445148,1.589027,80.0,yes,yes,2.0,1.237454,Sometimes,no,2.807984,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4811,Female,20.843363,1.71073,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,1.513029,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 4812,Female,21.682367,1.747962,150.51648,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.99507,0.692343,Sometimes,Public_Transportation,Obesity_Type_III 4813,Female,26.0,1.611452,105.966894,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 4814,Male,24.408805,1.82559,120.980508,yes,yes,2.63165,3.0,Sometimes,no,2.740848,no,1.818052,0.613971,Sometimes,Public_Transportation,Obesity_Type_II 4815,Male,22.906342,1.823545,121.421121,yes,yes,2.722161,2.91753,Sometimes,no,2.155558,no,0.854337,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4816,Male,30.796262,1.668478,100.543983,yes,yes,2.037042,2.378211,Sometimes,no,1.0,no,1.738267,1.0739,Sometimes,Public_Transportation,Obesity_Type_II 4817,Male,22.0,1.67,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 4818,Female,28.770039,1.75,79.713492,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_I 4819,Female,22.61939,1.872517,121.414744,yes,yes,3.0,3.0,Sometimes,no,1.347559,no,0.742113,0.056351,Sometimes,Public_Transportation,Obesity_Type_III 4820,Female,26.0,1.643332,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 4821,Male,34.993835,1.782269,83.314157,yes,yes,2.0,1.80993,Sometimes,no,2.793505,no,1.07672,1.099764,Sometimes,Automobile,Overweight_Level_I 4822,Male,26.0,1.76,105.0,yes,yes,3.0,3.0,Sometimes,yes,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4823,Female,21.0,1.65,62.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4824,Male,21.987341,1.64037,70.0,no,yes,2.0,1.273128,no,no,1.220365,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4825,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4826,Female,21.656907,1.755476,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.397653,no,1.980738,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 4827,Female,19.0,1.71,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4828,Female,26.0,1.640125,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 4829,Male,30.796262,1.819296,129.19449,yes,yes,2.9673,2.938902,Sometimes,yes,1.546856,no,1.425712,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4830,Male,23.0,1.75,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 4831,Male,31.540751,1.931263,91.348843,yes,yes,2.0,2.272214,Sometimes,no,1.541733,no,0.0,0.371941,Sometimes,Automobile,Overweight_Level_II 4832,Male,23.0,1.85,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Automobile,Normal_Weight 4833,Female,18.118277,1.688025,80.0,yes,yes,2.0,3.0,Sometimes,no,2.806922,no,1.0,1.541455,no,Public_Transportation,Overweight_Level_I 4834,Male,25.140074,1.75655,115.428276,yes,yes,2.203962,3.0,Sometimes,no,2.15687,no,1.815768,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4835,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 4836,Male,23.285553,1.818226,85.384049,yes,yes,2.712747,3.156153,Sometimes,no,2.102709,yes,0.133398,1.358163,no,Public_Transportation,Overweight_Level_I 4837,Male,17.0,1.67,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4838,Female,26.0,1.629442,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 4839,Female,20.824698,1.559567,77.13322,yes,no,2.0,1.682804,Sometimes,no,1.718569,no,0.256323,1.0,no,Public_Transportation,Overweight_Level_II 4840,Male,23.0,1.65,93.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4841,Female,22.0,1.76,56.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 4842,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 4843,Female,22.142432,1.65,80.0,yes,yes,3.0,2.741413,Sometimes,no,2.0,no,1.0,1.253311,no,Public_Transportation,Overweight_Level_II 4844,Male,23.0,1.670058,75.0,yes,yes,2.0,1.104642,Sometimes,no,1.128942,no,1.266739,0.413474,Sometimes,Public_Transportation,Overweight_Level_I 4845,Male,18.0,1.8,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4846,Female,25.930376,1.641132,104.585783,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.248034,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 4847,Female,19.407204,1.640745,42.0,no,yes,3.0,1.0,Frequently,no,2.654702,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4848,Male,21.0,1.78,68.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4849,Female,21.620245,1.605314,66.621646,yes,yes,2.357496,3.376717,Sometimes,no,2.184843,no,1.358185,0.014885,Sometimes,Public_Transportation,Overweight_Level_I 4850,Female,26.0,1.642572,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 4851,Female,16.270434,1.616467,50.0,no,yes,3.0,3.0,Sometimes,no,1.413218,yes,0.793489,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4852,Male,23.0,1.8,106.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,yes,3.0,1.0,no,Public_Transportation,Obesity_Type_I 4853,Female,23.0,1.657098,80.037202,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.228753,1.73216,no,Public_Transportation,Overweight_Level_II 4854,Female,18.260079,1.611452,82.523113,yes,yes,2.911312,3.0,Sometimes,no,2.377257,no,0.815509,0.276806,no,Public_Transportation,Obesity_Type_I 4855,Female,26.0,1.632983,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 4856,Female,26.0,1.62456,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.746197,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 4857,Female,19.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 4858,Female,26.0,1.632118,105.479313,yes,yes,3.0,3.0,Sometimes,no,2.923545,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 4859,Female,23.0,1.716308,50.0,no,yes,2.85916,3.0,Frequently,no,1.959531,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 4860,Male,19.0,1.64,49.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 4861,Female,19.007177,1.723587,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.465931,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 4862,Female,26.0,1.629442,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 4863,Male,30.899219,1.909639,129.013178,yes,yes,2.048962,3.0,Sometimes,yes,1.125338,no,0.979306,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4864,Female,16.093234,1.571812,44.944523,no,yes,2.976509,1.0,Sometimes,no,1.967707,yes,0.0,1.344072,Sometimes,Public_Transportation,Overweight_Level_I 4865,Female,22.480889,1.605662,82.470375,yes,yes,2.282803,1.0,Sometimes,no,2.371015,no,0.143955,1.55011,Sometimes,Public_Transportation,Obesity_Type_I 4866,Male,21.0,1.8,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4867,Male,23.0,1.692112,81.718232,yes,yes,1.712848,1.418985,Sometimes,no,1.642251,no,0.79677,0.078607,Sometimes,Public_Transportation,Overweight_Level_I 4868,Male,23.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4869,Female,23.0,1.6,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4870,Male,30.64243,1.76569,119.117122,yes,yes,2.9673,3.0,Sometimes,no,2.010596,no,0.946763,0.175587,Sometimes,Automobile,Obesity_Type_II 4871,Female,29.0,1.62,69.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 4872,Male,25.0,1.66,64.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4873,Male,25.035915,1.770324,88.126544,yes,yes,1.758394,3.0,Sometimes,no,2.0,no,1.0,0.138418,Sometimes,Public_Transportation,Overweight_Level_II 4874,Male,21.0,1.7,75.0,no,yes,2.0,4.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4875,Female,27.0,1.63,63.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4876,Female,37.974483,1.560648,80.473587,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 4877,Male,18.0,1.791867,108.742005,yes,yes,2.0,1.226342,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 4878,Male,30.403205,1.694952,102.810704,yes,yes,2.045027,3.0,Sometimes,no,1.0,no,1.981154,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4879,Female,19.0,1.6,49.0,no,yes,1.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4880,Female,23.69484,1.661715,113.234349,yes,yes,3.0,3.0,Sometimes,no,2.073497,no,0.062932,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 4881,Male,21.0,1.72,68.0,yes,yes,1.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4882,Male,23.0,1.721854,82.827288,yes,yes,2.0,3.0,Sometimes,no,2.083939,no,0.887923,0.171034,Sometimes,Public_Transportation,Overweight_Level_II 4883,Male,23.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 4884,Female,20.0,1.6,62.0,no,yes,3.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4885,Male,25.920738,1.823545,120.805715,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,0.955317,1.339232,Sometimes,Public_Transportation,Obesity_Type_II 4886,Male,23.0,1.85,85.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 4887,Male,23.0,1.685127,79.697278,yes,yes,2.0,2.806566,no,no,2.122884,no,0.25289,1.376597,Sometimes,Public_Transportation,Overweight_Level_II 4888,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 4889,Female,38.0,1.56,78.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 4890,Female,32.0,1.679725,74.885222,yes,yes,2.336044,1.13715,Sometimes,no,1.0,no,0.261274,0.0,Sometimes,Automobile,Overweight_Level_II 4891,Male,22.429812,1.845399,105.138073,yes,yes,2.921576,3.0,Sometimes,no,1.824432,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 4892,Male,21.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4893,Female,26.0,1.621231,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 4894,Female,21.0,1.65,70.0,yes,yes,2.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4895,Female,25.964788,1.529724,42.0,no,yes,3.0,2.96405,Frequently,no,1.249074,no,0.14495,0.076094,Sometimes,Public_Transportation,Insufficient_Weight 4896,Female,23.0,1.6,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4897,Male,24.006271,1.777929,117.86159,yes,yes,2.025479,2.954446,Sometimes,no,2.028368,no,1.082236,0.127673,Sometimes,Public_Transportation,Obesity_Type_II 4898,Male,25.0,1.75,100.5,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 4899,Female,25.996716,1.622468,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.396977,no,0.008368,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 4900,Male,30.684347,1.915,129.966428,yes,yes,2.1239,3.0,Sometimes,yes,1.014876,no,0.987521,0.047473,Sometimes,Public_Transportation,Obesity_Type_II 4901,Male,32.770764,1.772731,120.423567,yes,yes,2.443538,1.281165,Sometimes,no,2.315608,no,0.55181,0.0,Sometimes,Automobile,Obesity_Type_II 4902,Female,20.871153,1.579561,41.890204,no,yes,2.911877,1.0,Frequently,no,1.636326,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4903,Male,21.0,1.62,67.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4904,Female,19.071027,1.787195,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,1.956278,0.947866,Sometimes,Public_Transportation,Obesity_Type_III 4905,Male,21.178023,1.792646,54.166453,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.466667,no,Public_Transportation,Insufficient_Weight 4906,Female,20.0,1.55,49.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4907,Female,26.0,1.622771,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.033328,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 4908,Male,19.0,1.72,105.428628,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 4909,Female,19.0,1.6,49.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4910,Male,18.0,1.845399,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Insufficient_Weight 4911,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4912,Male,24.911994,1.793378,97.911865,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.000088,1.358163,no,Public_Transportation,Obesity_Type_I 4913,Male,25.498965,1.819535,120.209711,yes,yes,2.945967,3.0,Sometimes,no,3.0,no,1.813318,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 4914,Male,26.011928,1.627532,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.566629,no,0.01586,0.413663,Sometimes,Public_Transportation,Obesity_Type_I 4915,Female,20.206358,1.7,45.0,no,yes,3.0,3.0,Frequently,no,1.307563,no,0.132629,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4916,Male,21.951309,1.724983,82.851318,yes,yes,2.0,3.0,Sometimes,no,1.979833,no,1.0,0.85405,Sometimes,Public_Transportation,Overweight_Level_II 4917,Male,20.0,1.8,70.0,yes,yes,3.0,3.0,Always,no,3.0,no,0.0,1.0,no,Motorbike,Normal_Weight 4918,Female,20.978166,1.801478,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.226081,no,1.881761,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 4919,Male,18.424941,1.753349,52.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.732186,1.0,no,Public_Transportation,Insufficient_Weight 4920,Male,18.0,1.78,70.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4921,Male,26.684354,1.807538,120.0,yes,yes,2.392665,3.0,Sometimes,no,2.503198,no,0.295178,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4922,Female,18.335019,1.755317,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.493018,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 4923,Male,23.0,1.798645,105.055597,yes,yes,2.95801,3.0,Sometimes,no,2.53369,no,0.097114,0.527766,Sometimes,Public_Transportation,Obesity_Type_I 4924,Male,30.553097,1.767058,88.431954,yes,yes,2.288604,2.443812,Sometimes,no,1.220365,no,0.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_II 4925,Female,17.441593,1.599697,65.0,yes,yes,2.984425,2.743277,Sometimes,no,1.0,yes,0.908981,1.619473,Sometimes,Public_Transportation,Overweight_Level_I 4926,Female,19.0,1.580964,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.252472,0.09776,Sometimes,Public_Transportation,Insufficient_Weight 4927,Male,24.739421,1.755967,117.298233,yes,yes,1.397468,3.0,Sometimes,no,2.0,no,0.684487,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 4928,Female,18.335019,1.737056,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.414209,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 4929,Male,30.71516,1.775416,101.141277,yes,yes,2.519592,3.0,Sometimes,no,1.049134,no,1.48372,1.135503,Sometimes,Public_Transportation,Obesity_Type_II 4930,Male,36.0,1.89,71.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 4931,Female,19.0,1.59,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 4932,Male,25.486521,1.773521,121.205171,yes,yes,3.0,3.0,Sometimes,no,2.011023,no,0.428259,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4933,Female,20.951084,1.807576,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.365188,no,1.993666,0.773087,Sometimes,Public_Transportation,Obesity_Type_III 4934,Male,18.0,1.8,75.0,no,yes,2.0,4.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 4935,Female,18.0,1.67,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 4936,Male,20.0,1.75,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4937,Male,21.0,1.70074,69.975607,no,yes,2.0,1.630846,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4938,Female,26.0,1.633195,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 4939,Male,21.0,1.85,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4940,Female,21.67447,1.73581,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.429256,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 4941,Male,22.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4942,Female,21.0,1.739457,132.527011,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,1.96582,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 4943,Male,17.0,1.7,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4944,Female,21.929387,1.710129,50.0,no,yes,1.642241,3.376717,Frequently,no,1.0,no,0.174692,0.560887,no,Public_Transportation,Insufficient_Weight 4945,Female,21.0,1.57,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4946,Male,26.684354,1.849425,120.872294,yes,yes,2.938616,2.806298,Sometimes,no,1.972016,no,1.528968,0.0,Sometimes,Public_Transportation,Obesity_Type_II 4947,Male,17.412629,1.849003,58.325122,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.071317,no,Automobile,Insufficient_Weight 4948,Male,18.0,1.72,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4949,Female,18.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 4950,Female,18.0,1.59,52.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4951,Female,22.735328,1.724268,132.904884,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.68291,0.527766,Sometimes,Public_Transportation,Obesity_Type_III 4952,Female,21.011124,1.735461,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.68291,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 4953,Male,24.002404,1.670635,100.618239,yes,yes,2.880759,1.0,Sometimes,no,1.0,no,0.182249,0.0,no,Public_Transportation,Obesity_Type_II 4954,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 4955,Male,22.754646,1.706525,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.669179,1.206251,no,Public_Transportation,Obesity_Type_I 4956,Female,20.850119,1.660446,49.516027,no,no,2.880759,3.586082,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4957,Male,19.946244,1.705813,75.0,yes,yes,2.0,3.0,Sometimes,no,2.487919,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4958,Male,23.0,1.81,71.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 4959,Female,21.0,1.58,62.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 4960,Male,20.976842,1.71266,75.0,yes,no,2.0,1.346987,Sometimes,no,1.0,no,0.427905,1.0,Sometimes,Public_Transportation,Overweight_Level_II 4961,Female,22.0,1.61,63.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 4962,Male,31.86893,1.755467,87.105828,no,yes,2.21232,3.985442,Sometimes,no,1.366238,no,2.0,0.587932,Sometimes,Automobile,Overweight_Level_I 4963,Female,20.954955,1.6,72.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.933595,0.0,no,Public_Transportation,Overweight_Level_II 4964,Male,17.671064,1.769933,53.699561,yes,yes,2.0,3.884861,Sometimes,no,2.0,no,0.998391,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4965,Female,21.413498,1.7199,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,1.564618,0.862587,Sometimes,Public_Transportation,Obesity_Type_III 4966,Female,22.524036,1.74402,52.058335,no,yes,2.890535,3.0,Frequently,no,2.122884,no,0.99295,0.0,Sometimes,Public_Transportation,Insufficient_Weight 4967,Female,26.0,1.643332,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 4968,Female,24.063874,1.643355,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,0.165422,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 4969,Male,22.77789,1.716497,95.0,yes,yes,2.0,3.0,Sometimes,no,2.318736,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4970,Female,21.772251,1.746652,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.712726,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 4971,Male,24.449655,1.754218,112.536367,yes,yes,2.0,1.818026,Sometimes,no,2.039535,no,0.0,1.74288,Sometimes,Automobile,Obesity_Type_II 4972,Female,23.367212,1.737056,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,0.979306,0.232858,Sometimes,Public_Transportation,Obesity_Type_III 4973,Female,26.0,1.623812,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 4974,Female,26.0,1.627839,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 4975,Male,28.825279,1.75,118.436166,yes,yes,2.9553,3.0,Sometimes,no,2.0,no,1.230219,0.0,Sometimes,Automobile,Obesity_Type_II 4976,Female,26.0,1.618573,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 4977,Female,19.88036,1.680858,49.742931,no,no,2.88626,3.559841,Frequently,no,1.636326,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 4978,Female,22.033129,1.7,84.729197,yes,yes,2.073224,3.0,Sometimes,no,1.0,no,1.030199,1.0,no,Public_Transportation,Obesity_Type_I 4979,Male,21.708354,1.803129,105.407313,yes,yes,2.060922,3.0,Sometimes,no,2.609188,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 4980,Female,19.639431,1.757154,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.931829,0.631422,Sometimes,Public_Transportation,Obesity_Type_III 4981,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4982,Female,25.991194,1.643892,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.241378,no,0.0,0.124977,Sometimes,Public_Transportation,Obesity_Type_III 4983,Male,16.0,1.66,60.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 4984,Female,18.81119,1.560029,40.202773,no,yes,2.061969,3.0,Sometimes,no,1.590418,no,0.07115,2.0,Sometimes,Public_Transportation,Insufficient_Weight 4985,Female,22.591439,1.596586,82.0,yes,yes,1.901611,1.0,Sometimes,no,2.0,no,0.0,1.588046,Sometimes,Public_Transportation,Obesity_Type_I 4986,Male,21.962426,1.753349,57.790381,yes,yes,2.0,3.0,Frequently,no,2.530428,no,2.805801,1.119877,no,Automobile,Insufficient_Weight 4987,Female,21.0,1.743841,78.88036,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4988,Female,22.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 4989,Male,19.0,1.85,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 4990,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 4991,Female,23.0,1.68,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 4992,Male,17.888073,1.853223,86.748295,yes,yes,2.314175,3.566082,Sometimes,no,2.0,no,2.0,0.939819,Sometimes,Public_Transportation,Overweight_Level_I 4993,Male,22.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4994,Male,19.684891,1.838441,85.312639,yes,yes,2.971588,3.0,Sometimes,yes,2.975528,no,1.999773,0.965464,Sometimes,Public_Transportation,Overweight_Level_I 4995,Male,16.0,1.7,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 4996,Male,19.0,1.8,85.0,no,no,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 4997,Male,19.946244,1.603435,45.0,yes,yes,2.0,3.0,Frequently,no,2.487919,yes,1.230441,0.0,no,Public_Transportation,Insufficient_Weight 4998,Female,20.519916,1.716497,129.013178,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.52184,0.782416,Sometimes,Public_Transportation,Obesity_Type_III 4999,Female,31.274628,1.67,71.602622,yes,yes,2.843709,1.599464,Sometimes,no,2.663861,no,1.682271,0.160138,Sometimes,Automobile,Overweight_Level_I 5000,Female,18.947102,1.647811,85.079589,yes,yes,2.911749,3.0,Sometimes,no,2.0,no,1.0,1.551934,no,Public_Transportation,Obesity_Type_I 5001,Female,37.524551,1.548178,80.0,yes,yes,2.0,1.317884,Sometimes,no,1.591597,no,1.0,0.0,no,Automobile,Obesity_Type_I 5002,Male,20.0,1.77,70.0,yes,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5003,Male,34.389679,1.733875,84.557797,yes,yes,2.982261,2.832018,Sometimes,no,2.299878,no,0.668963,0.890213,no,Automobile,Overweight_Level_II 5004,Female,19.735968,1.53777,41.397378,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.393953,Sometimes,Public_Transportation,Insufficient_Weight 5005,Female,33.185661,1.707557,77.647716,yes,yes,2.0,1.66338,Sometimes,no,1.028538,no,1.0,0.0,no,Automobile,Overweight_Level_II 5006,Female,26.0,1.625537,105.000276,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 5007,Female,23.0,1.55,50.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 5008,Female,21.760734,1.707508,121.310257,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.618512,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 5009,Female,21.695892,1.694439,133.888629,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,1.412357,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 5010,Male,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5011,Female,27.0,1.74,74.0,yes,yes,1.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 5012,Male,23.0,1.721854,81.650778,yes,yes,2.0,2.937989,Sometimes,no,1.274718,no,0.0,1.836853,Sometimes,Public_Transportation,Overweight_Level_II 5013,Male,24.739421,1.86714,120.980508,yes,yes,2.562409,3.0,Sometimes,no,3.0,no,1.680844,0.726118,Sometimes,Public_Transportation,Obesity_Type_II 5014,Female,21.832995,1.580964,65.363941,no,yes,2.045027,3.0,Sometimes,no,1.077917,no,0.523847,0.808599,Sometimes,Public_Transportation,Overweight_Level_I 5015,Male,17.0,1.69,65.0,yes,yes,2.0,4.0,Sometimes,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 5016,Male,30.899219,1.909639,129.232708,yes,yes,2.530066,3.0,Sometimes,yes,1.591909,no,1.392026,0.008343,Sometimes,Public_Transportation,Obesity_Type_II 5017,Male,19.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 5018,Female,22.998709,1.583943,44.316254,no,no,3.0,3.0,Frequently,no,2.316069,yes,1.392406,0.0,no,Public_Transportation,Insufficient_Weight 5019,Female,21.0,1.59,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5020,Male,23.0,1.8,97.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Obesity_Type_I 5021,Female,25.968792,1.641601,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.162279,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 5022,Female,22.0,1.7,50.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 5023,Female,19.86997,1.523426,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.07115,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5024,Male,25.291974,1.839699,115.347176,yes,yes,1.924632,3.0,Sometimes,no,2.116399,no,1.543386,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5025,Male,22.836315,1.876898,122.609911,yes,yes,3.0,2.625475,Sometimes,no,1.657541,no,0.520408,0.037634,Sometimes,Public_Transportation,Obesity_Type_II 5026,Female,25.66668,1.608808,109.996742,yes,yes,3.0,3.0,Sometimes,no,1.490613,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 5027,Female,31.327609,1.55,62.339003,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.084006,Sometimes,Automobile,Overweight_Level_I 5028,Male,31.662814,1.765874,91.798103,yes,yes,2.008245,3.0,Sometimes,no,2.041462,no,0.58216,0.017016,Sometimes,Automobile,Overweight_Level_II 5029,Female,37.275298,1.610636,80.0,yes,yes,2.0,3.0,Sometimes,no,1.030501,no,1.903182,0.0,Sometimes,Automobile,Obesity_Type_I 5030,Female,23.0,1.63,55.0,yes,yes,2.0,2.0,Sometimes,yes,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 5031,Female,33.864257,1.694997,83.568035,yes,yes,2.0,2.127797,Sometimes,no,1.873591,no,0.992829,0.930051,no,Automobile,Overweight_Level_II 5032,Male,22.865018,1.859717,121.82962,yes,yes,2.9673,2.983297,Sometimes,no,1.71659,no,1.078719,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5033,Male,22.976188,1.707613,121.310257,yes,yes,2.966126,3.0,Sometimes,no,1.0,no,1.492967,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5034,Male,18.0,1.72,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5035,Male,21.304726,1.770124,105.028665,yes,yes,2.392665,3.0,Sometimes,no,2.299878,no,0.0,0.606264,Sometimes,Public_Transportation,Obesity_Type_I 5036,Male,23.421726,1.86741,121.82962,yes,yes,3.0,2.608416,Sometimes,no,1.859089,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5037,Female,26.0,1.653209,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 5038,Female,19.0,1.71746,49.950898,no,yes,2.693859,4.0,Sometimes,no,2.453384,no,2.0,1.560402,Sometimes,Public_Transportation,Insufficient_Weight 5039,Male,25.920738,1.842943,120.919703,yes,yes,2.180047,3.0,Sometimes,no,2.868132,no,1.016254,0.739006,Sometimes,Public_Transportation,Obesity_Type_II 5040,Male,21.0,1.6,53.0,yes,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5041,Female,26.0,1.639524,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 5042,Male,33.0,1.85,66.5,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5043,Female,17.70368,1.675979,67.913561,yes,yes,3.0,3.891994,Sometimes,no,2.654636,no,0.0,0.714701,Sometimes,Public_Transportation,Overweight_Level_I 5044,Female,38.0,1.54,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 5045,Female,18.0,1.710948,50.0,no,yes,1.518966,3.520555,Sometimes,no,1.134658,no,0.520407,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5046,Female,21.0,1.67,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5047,Male,17.6739,1.841151,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.000088,0.133566,Sometimes,Automobile,Insufficient_Weight 5048,Male,24.001685,1.608469,102.003378,yes,yes,2.724121,2.951837,Sometimes,no,1.003563,no,1.271651,0.0,no,Public_Transportation,Obesity_Type_II 5049,Male,17.06713,1.809251,58.968994,yes,yes,2.569075,3.047959,Sometimes,no,2.0,no,2.0,1.618227,no,Automobile,Insufficient_Weight 5050,Male,19.0,1.72,65.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5051,Male,23.0,1.8,96.940255,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 5052,Male,21.0,1.7,100.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 5053,Female,28.824194,1.73196,78.048207,yes,yes,2.0,1.974233,Sometimes,no,2.0,no,0.925118,0.0,no,Automobile,Overweight_Level_II 5054,Female,21.0,1.741192,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.46361,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 5055,Male,38.943282,1.819557,86.748295,yes,yes,2.631565,3.171082,Sometimes,no,1.893691,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 5056,Female,22.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5057,Female,19.084967,1.553026,49.660995,no,yes,2.897899,3.292386,Sometimes,no,1.796257,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5058,Male,21.0,1.77,88.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5059,Male,28.255199,1.779547,120.009392,yes,yes,2.9673,3.0,Sometimes,no,2.566629,no,0.955317,1.339232,Sometimes,Automobile,Obesity_Type_II 5060,Male,33.0,1.7,75.0,yes,yes,3.0,3.0,Always,no,1.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 5061,Male,23.0,1.72,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5062,Female,25.96773,1.642098,104.482322,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,0.097114,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 5063,Female,18.0,1.64,58.0,no,yes,2.0,4.0,Sometimes,no,1.0,yes,2.0,0.0,no,Public_Transportation,Overweight_Level_I 5064,Male,26.699317,1.848553,120.420406,yes,yes,2.442536,3.0,Sometimes,no,2.852254,no,0.843709,0.395979,Sometimes,Public_Transportation,Obesity_Type_II 5065,Female,18.741188,1.606474,82.603984,yes,yes,3.0,3.0,Sometimes,no,1.322048,no,0.482625,0.0,no,Public_Transportation,Obesity_Type_I 5066,Female,33.722449,1.68108,80.0,yes,yes,2.0,2.27372,Sometimes,no,2.659419,no,0.0,0.790967,no,Automobile,Overweight_Level_II 5067,Female,21.768153,1.746411,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.425712,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 5068,Male,21.721507,1.722785,94.094184,yes,yes,2.0,2.966803,Sometimes,no,2.0,no,0.0,1.191998,no,Public_Transportation,Obesity_Type_I 5069,Female,18.0,1.664927,82.329047,yes,yes,2.0,1.015488,Sometimes,no,2.316069,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5070,Female,23.0,1.63,66.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5071,Male,19.0,1.78,108.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5072,Male,23.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5073,Female,31.0,1.65,73.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 5074,Female,22.0,1.65,88.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 5075,Male,20.0,1.85,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 5076,Male,18.436094,1.71338,52.08657,yes,yes,2.927409,3.0,Sometimes,no,2.793505,no,0.994422,1.0,no,Public_Transportation,Insufficient_Weight 5077,Female,38.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 5078,Female,30.0,1.7,73.0,no,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 5079,Male,34.243146,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.917563,1.0,no,Automobile,Overweight_Level_II 5080,Female,19.726522,1.762921,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.444382,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 5081,Male,27.266287,1.824432,120.549592,yes,yes,2.76802,3.0,Sometimes,no,2.565828,no,0.706777,1.0,Sometimes,Automobile,Obesity_Type_II 5082,Female,19.0,1.75,53.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5083,Male,18.0,1.769269,51.710723,yes,yes,2.696381,3.0,Sometimes,no,1.971774,no,0.699592,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5084,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5085,Female,22.0,1.7,50.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5086,Female,20.0,1.55,52.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5087,Male,23.0,1.65,65.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 5088,Female,26.0,1.641132,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 5089,Male,29.883021,1.674568,90.0,yes,yes,2.44004,2.850948,Sometimes,no,1.972016,no,2.011519,0.764717,Sometimes,Automobile,Obesity_Type_I 5090,Male,23.0,1.83,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 5091,Male,30.424369,1.863883,129.363771,yes,yes,2.23372,3.0,Sometimes,yes,1.448875,no,1.170823,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5092,Male,40.0,1.7,98.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Automobile,Obesity_Type_I 5093,Male,21.837058,1.717432,82.46376,yes,yes,2.0,3.0,Sometimes,no,2.358088,no,0.92635,1.917679,Sometimes,Public_Transportation,Overweight_Level_II 5094,Male,24.82929,1.779547,120.775439,yes,yes,2.423291,3.0,Sometimes,no,1.639202,no,1.926592,0.54396,Sometimes,Public_Transportation,Obesity_Type_II 5095,Male,33.690239,1.702002,84.315608,yes,yes,2.0,2.993084,Sometimes,no,2.284494,no,1.661556,0.0,no,Automobile,Overweight_Level_II 5096,Male,24.521879,1.771915,114.906095,yes,yes,2.175276,3.0,Sometimes,no,2.104696,no,0.985872,1.206251,Sometimes,Public_Transportation,Obesity_Type_I 5097,Male,24.0,1.65,100.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5098,Male,21.376426,1.706349,75.383716,yes,yes,2.766036,3.0,Sometimes,no,2.358038,no,0.305422,0.873936,Sometimes,Public_Transportation,Overweight_Level_I 5099,Male,21.837996,1.7,75.0,yes,yes,2.927218,3.0,Sometimes,no,2.0,no,2.834373,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5100,Female,38.0,1.5,78.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5101,Male,22.0,1.6,67.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5102,Male,18.0,1.80416,109.195529,yes,yes,2.0,1.9154,Sometimes,no,2.085553,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5103,Male,17.0,1.7,65.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5104,Male,37.638102,1.767563,118.533246,yes,yes,2.032883,2.993856,Sometimes,no,1.885926,no,0.886817,0.390178,Sometimes,Automobile,Obesity_Type_II 5105,Male,37.997912,1.750097,118.332966,yes,yes,2.133955,2.937989,Sometimes,no,1.817899,no,1.935381,0.0,Sometimes,Automobile,Obesity_Type_II 5106,Male,30.403205,1.869098,120.60094,yes,yes,2.79166,3.0,Sometimes,no,2.145368,no,0.766007,1.432336,Sometimes,Automobile,Obesity_Type_II 5107,Female,21.0,1.617124,70.0,yes,yes,2.0,1.097312,Sometimes,no,1.292479,no,0.0,1.626456,Sometimes,Public_Transportation,Overweight_Level_I 5108,Female,26.0,1.630927,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 5109,Male,18.0,1.78,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5110,Male,24.565628,1.706912,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.276592,Sometimes,Public_Transportation,Overweight_Level_II 5111,Female,25.907833,1.62414,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.030541,1.0,Sometimes,Public_Transportation,Obesity_Type_III 5112,Female,26.0,1.623113,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.5197,Sometimes,Public_Transportation,Obesity_Type_III 5113,Male,33.0,1.72,83.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 5114,Female,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5115,Male,37.96543,1.75,118.277657,yes,yes,2.9673,3.0,Sometimes,no,1.831187,no,0.955317,0.0,Sometimes,Automobile,Obesity_Type_II 5116,Male,18.024853,1.756913,51.437985,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 5117,Female,37.205173,1.662978,73.939268,yes,yes,2.0,3.0,Sometimes,no,1.651548,no,0.0,0.261901,Sometimes,Automobile,Overweight_Level_I 5118,Female,40.794057,1.567756,80.135167,yes,yes,2.020502,1.0,Sometimes,no,1.972551,no,1.926381,0.0,no,Automobile,Obesity_Type_I 5119,Female,38.0,1.543338,71.602622,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.462664,Sometimes,Automobile,Overweight_Level_I 5120,Male,17.0,1.8,58.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 5121,Male,30.02019,1.758382,112.010504,yes,yes,1.3307,3.0,Sometimes,no,1.0,no,0.788585,0.0,Sometimes,Automobile,Obesity_Type_II 5122,Male,24.444846,1.741014,104.592372,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.247505,0.636289,Sometimes,Public_Transportation,Obesity_Type_I 5123,Male,29.633715,1.835545,129.349471,yes,yes,2.152264,3.0,Sometimes,no,2.155558,no,1.998047,0.233314,Sometimes,Automobile,Obesity_Type_II 5124,Male,41.0,1.8,99.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 5125,Male,21.0,1.75,71.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5126,Female,23.0,1.65,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5127,Female,20.0,1.59,44.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5128,Female,21.051982,1.748524,131.877558,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.493018,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 5129,Male,22.735328,1.849425,121.657979,yes,yes,2.352323,2.699971,Sometimes,no,2.357978,no,1.684582,0.739609,Sometimes,Public_Transportation,Obesity_Type_II 5130,Male,26.699317,1.812919,121.04172,yes,yes,2.432886,3.0,Sometimes,no,2.299878,no,1.813318,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5131,Female,34.139453,1.55,77.354744,yes,yes,2.0,3.0,Sometimes,no,1.981782,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5132,Female,20.0,1.6,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5133,Female,19.0,1.66,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5134,Female,21.0,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 5135,Male,29.740496,1.792833,89.994415,yes,yes,2.007845,2.98212,Sometimes,no,2.0,no,0.917563,0.797215,Sometimes,Automobile,Overweight_Level_II 5136,Female,27.0,1.53,65.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 5137,Male,22.829753,1.708071,99.540122,yes,yes,2.0,2.675411,Sometimes,no,2.196471,no,1.0,1.256119,no,Public_Transportation,Obesity_Type_I 5138,Female,21.501721,1.669354,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.591909,no,0.217455,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 5139,Male,18.0,1.8,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5140,Female,25.765628,1.678201,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.344539,no,0.210351,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 5141,Male,21.0,1.65,70.0,yes,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5142,Female,26.0,1.56,63.0,yes,no,3.0,4.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5143,Female,26.0,1.652674,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 5144,Male,23.0,1.65,67.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5145,Female,17.0,1.62,58.0,yes,no,3.0,3.0,Always,no,2.0,no,1.0,1.0,no,Walking,Normal_Weight 5146,Female,21.6548,1.71338,133.017105,yes,yes,3.0,3.0,Sometimes,no,1.77962,no,1.465909,0.669616,Sometimes,Public_Transportation,Obesity_Type_III 5147,Female,28.39124,1.627908,109.910012,yes,yes,2.929889,3.0,Sometimes,no,1.984323,no,0.712726,0.0,Sometimes,Automobile,Obesity_Type_I 5148,Female,22.851773,1.641209,88.126544,yes,yes,2.457547,1.00061,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 5149,Male,19.0,1.8,73.0,no,yes,2.0,3.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5150,Male,20.677105,1.781251,104.928643,yes,yes,2.0,3.0,Sometimes,no,1.48075,no,0.0,0.613992,no,Public_Transportation,Obesity_Type_I 5151,Female,25.955361,1.610636,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.003563,no,0.001297,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 5152,Female,25.897815,1.680218,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.347559,no,0.152713,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 5153,Male,18.525525,1.763343,55.0,yes,yes,2.0,4.0,Sometimes,no,2.184843,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 5154,Male,30.958957,1.824901,124.070717,yes,yes,2.475892,3.0,Sometimes,no,1.963628,no,0.984263,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5155,Male,22.033129,1.839941,52.058335,yes,yes,2.0,3.0,Frequently,no,2.827773,no,0.791929,1.003011,Sometimes,Public_Transportation,Insufficient_Weight 5156,Female,25.0,1.5,48.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5157,Female,25.986368,1.62439,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,0.010183,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 5158,Female,19.241058,1.544263,42.0,no,yes,3.0,1.0,Frequently,no,1.630528,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5159,Female,26.0,1.633887,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 5160,Male,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5161,Male,18.0,1.74,98.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5162,Female,18.0,1.55,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5163,Female,23.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5164,Male,22.0,1.78,66.0,no,yes,3.0,3.0,Frequently,no,3.0,yes,3.0,0.0,no,Motorbike,Normal_Weight 5165,Female,25.498751,1.535618,63.853921,no,yes,3.0,3.0,Sometimes,no,2.497065,no,0.0,0.8324,Sometimes,Public_Transportation,Overweight_Level_I 5166,Male,20.777115,1.644692,104.321463,yes,yes,2.0,2.644692,Sometimes,no,2.584305,no,0.260079,2.0,no,Public_Transportation,Obesity_Type_I 5167,Female,21.963457,1.751278,78.0,yes,yes,2.0,2.956422,Sometimes,no,2.0,no,0.917014,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5168,Female,26.0,1.621245,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.641109,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 5169,Female,31.0,1.65,57.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 5170,Female,26.0,1.650125,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.064769,Sometimes,Public_Transportation,Obesity_Type_III 5171,Male,21.0,1.69,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 5172,Male,27.968765,1.859056,120.202596,yes,yes,2.9673,3.0,Sometimes,no,2.926577,no,1.097905,0.0,Sometimes,Automobile,Obesity_Type_II 5173,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 5174,Male,16.0,1.6,67.0,yes,no,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Walking,Overweight_Level_I 5175,Female,25.907833,1.62414,110.81746,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 5176,Male,22.906886,1.872517,121.458232,yes,yes,2.684335,2.749334,Sometimes,no,1.0,no,1.051889,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5177,Female,21.394047,1.732265,133.903469,yes,yes,3.0,3.0,Sometimes,no,1.733306,no,1.34139,0.732265,Sometimes,Public_Transportation,Obesity_Type_III 5178,Female,23.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 5179,Male,34.098174,1.842943,91.499683,yes,yes,2.0,2.974204,Sometimes,no,1.134658,no,0.935217,0.733221,Sometimes,Automobile,Overweight_Level_II 5180,Male,23.0,1.854162,121.094257,yes,yes,2.0,2.371658,Sometimes,no,2.0,no,0.800487,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5181,Male,34.576714,1.745033,84.130321,yes,yes,2.0,3.0,Sometimes,no,2.972426,no,0.838739,0.03838,no,Automobile,Overweight_Level_II 5182,Male,30.899219,1.842906,124.805868,yes,yes,2.195964,3.0,Sometimes,no,2.566629,no,0.923428,1.119877,Sometimes,Public_Transportation,Obesity_Type_II 5183,Female,20.0,1.57,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 5184,Female,19.0,1.75,75.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5185,Male,19.035557,1.816298,85.301029,yes,yes,2.0,2.937607,Sometimes,no,2.971557,no,1.814869,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5186,Male,30.577944,1.789992,125.418548,yes,yes,2.699282,3.0,Sometimes,no,1.0,no,0.839481,0.921991,Sometimes,Public_Transportation,Obesity_Type_II 5187,Female,29.0,1.65,87.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 5188,Male,29.883021,1.773521,120.775439,yes,yes,2.312528,3.0,Sometimes,no,2.146398,no,1.097905,1.140348,Sometimes,Automobile,Obesity_Type_II 5189,Female,26.0,1.584782,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.310076,no,0.0,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 5190,Female,26.0,1.633442,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 5191,Male,31.199261,1.859717,120.021161,yes,yes,2.929889,3.0,Sometimes,no,2.358038,no,0.843709,1.35537,Sometimes,Automobile,Obesity_Type_II 5192,Male,26.0,1.7,70.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5193,Male,19.089595,1.812472,87.676154,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5194,Male,23.0,1.75,95.0,yes,yes,2.0,2.376374,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5195,Male,25.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 5196,Male,21.0,1.68,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5197,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5198,Male,18.0,1.792435,79.414603,yes,yes,2.0,1.097312,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5199,Female,26.0,1.629191,105.686091,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 5200,Female,19.027574,1.559499,78.089575,yes,yes,2.0,3.0,Sometimes,no,2.884077,no,1.815768,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5201,Female,18.0,1.65,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5202,Female,38.644441,1.55,62.894283,yes,yes,2.724121,1.717608,Sometimes,no,1.274718,no,0.174475,0.044954,Sometimes,Automobile,Overweight_Level_II 5203,Female,21.0,1.6,69.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5204,Male,18.0,1.72,108.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5205,Male,30.717727,1.777108,120.344402,yes,yes,2.938616,3.0,Sometimes,no,2.193008,no,0.792929,1.333559,Sometimes,Public_Transportation,Obesity_Type_II 5206,Female,18.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5207,Male,27.991467,1.82559,120.860386,yes,yes,2.996717,3.0,Sometimes,no,2.004908,no,0.852344,0.539876,Sometimes,Automobile,Obesity_Type_II 5208,Female,18.0,1.5,50.0,no,yes,1.0,3.0,Always,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 5209,Male,26.844812,1.829907,115.382519,yes,yes,2.111887,3.0,Sometimes,no,1.959531,no,1.281165,1.229474,Sometimes,Public_Transportation,Obesity_Type_II 5210,Female,26.0,1.642098,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 5211,Male,20.0,1.71,71.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 5212,Male,18.0,1.783782,108.308112,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5213,Female,40.993179,1.567756,80.0,yes,yes,2.0,1.0,Sometimes,no,1.326165,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5214,Female,21.0,1.753389,78.637307,yes,yes,2.0,3.884861,Sometimes,no,2.879402,no,2.392047,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5215,Male,17.0,1.7,84.340406,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.715993,no,Public_Transportation,Overweight_Level_II 5216,Female,23.586058,1.709585,75.0,yes,yes,2.81646,3.0,Sometimes,no,1.927976,no,0.462951,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5217,Male,18.0,1.78,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5218,Male,25.509034,1.82559,120.860386,yes,yes,2.907744,3.0,Sometimes,no,2.041462,no,0.619533,0.635867,Sometimes,Public_Transportation,Obesity_Type_II 5219,Male,24.190896,1.699793,99.605527,yes,yes,2.959658,2.994046,Sometimes,no,1.0,no,1.991565,0.0,no,Public_Transportation,Obesity_Type_II 5220,Male,19.0,1.87,96.0,yes,yes,2.0,1.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5221,Female,25.955361,1.656504,105.479313,yes,yes,3.0,3.0,Sometimes,no,1.622214,no,0.027101,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 5222,Male,18.0,1.7,80.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5223,Female,25.139466,1.623514,102.004554,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.043689,1.0,Sometimes,Public_Transportation,Obesity_Type_III 5224,Female,23.0,1.586582,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.854337,1.37465,no,Public_Transportation,Obesity_Type_I 5225,Female,17.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5226,Female,21.008051,1.604697,68.016472,no,yes,1.674431,1.0,no,no,2.673835,no,1.722053,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5227,Male,18.0,1.798645,52.514302,yes,yes,1.889199,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5228,Female,23.664709,1.66877,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.506518,no,0.000272,0.247332,Sometimes,Public_Transportation,Obesity_Type_III 5229,Male,19.0,1.9,60.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 5230,Female,21.0,1.63,66.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5231,Female,19.054008,1.593321,42.096062,no,yes,3.0,3.592415,Sometimes,no,2.456581,no,1.596576,0.0,no,Public_Transportation,Insufficient_Weight 5232,Female,23.0,1.659877,84.493156,yes,yes,2.53915,1.317884,Sometimes,no,2.279124,no,0.902661,1.0,no,Public_Transportation,Obesity_Type_I 5233,Male,34.204408,1.753349,103.706181,yes,yes,2.680375,1.001633,Sometimes,no,2.0,no,1.989316,1.0,no,Public_Transportation,Obesity_Type_II 5234,Female,17.729923,1.704193,50.0,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,0.520407,0.140792,Sometimes,Public_Transportation,Insufficient_Weight 5235,Male,18.0,1.75,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 5236,Female,18.83919,1.647821,69.906708,yes,yes,2.0,1.193589,Sometimes,no,2.0,yes,0.0,1.969507,no,Public_Transportation,Overweight_Level_I 5237,Female,26.0,1.62456,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 5238,Female,18.0,1.65,87.0,yes,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,2.0,no,Public_Transportation,Obesity_Type_I 5239,Female,19.0,1.58,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5240,Female,26.0,1.624134,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 5241,Male,19.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5242,Female,19.114981,1.6,78.434492,yes,no,2.0,2.98212,Sometimes,no,2.452789,no,1.857351,0.754023,Sometimes,Public_Transportation,Overweight_Level_II 5243,Female,20.0,1.7,47.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5244,Male,23.327836,1.733439,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.836853,Sometimes,Public_Transportation,Overweight_Level_II 5245,Female,21.768153,1.73581,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.501754,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 5246,Female,26.0,1.637725,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 5247,Female,19.0,1.52,42.0,no,no,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5248,Male,30.551762,1.755938,118.668332,yes,yes,2.225149,3.0,Sometimes,no,2.155926,no,1.556155,0.378619,Sometimes,Public_Transportation,Obesity_Type_II 5249,Female,25.95774,1.629491,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.565315,Sometimes,Public_Transportation,Obesity_Type_I 5250,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,no,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5251,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 5252,Male,17.06713,1.7,84.729197,yes,yes,2.535315,3.0,Sometimes,no,2.0,no,1.0,0.41758,Sometimes,Public_Transportation,Overweight_Level_II 5253,Male,26.945139,1.80733,120.151967,yes,yes,2.918113,3.0,Sometimes,no,1.962646,no,0.110887,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5254,Male,34.970367,1.746645,84.729197,yes,yes,2.0,2.993084,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 5255,Male,22.87795,1.7456,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.441605,no,Public_Transportation,Obesity_Type_I 5256,Female,19.0,1.5,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5257,Male,26.0,1.65,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5258,Male,30.350516,1.752944,112.287678,yes,yes,2.0,3.0,Sometimes,no,2.146398,no,0.0,0.696948,Sometimes,Automobile,Obesity_Type_II 5259,Male,20.0,1.72,72.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5260,Male,30.605225,1.75,120.0,yes,yes,2.758394,3.0,Sometimes,yes,2.174248,no,1.089344,1.198439,Sometimes,Automobile,Obesity_Type_II 5261,Male,55.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 5262,Male,21.0,1.83,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5263,Male,18.947102,1.768578,55.003417,yes,yes,1.75375,3.129155,Sometimes,no,2.0,yes,2.0,1.36595,Sometimes,Public_Transportation,Overweight_Level_I 5264,Male,27.0,1.8,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 5265,Female,26.0,1.635905,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 5266,Female,21.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5267,Male,17.065445,1.818641,59.20945,yes,yes,2.88853,3.047959,Sometimes,no,2.0,no,2.0,1.50301,no,Automobile,Insufficient_Weight 5268,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 5269,Female,20.0,1.63,54.5,yes,no,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 5270,Male,30.0,1.8,86.0,no,no,2.0,3.0,Always,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 5271,Female,20.101026,1.683502,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.768111,no,0.792553,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 5272,Female,17.0,1.59,51.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5273,Male,20.0,1.88,75.0,yes,yes,3.0,3.0,Always,no,3.0,no,2.0,0.0,no,Walking,Normal_Weight 5274,Male,22.0,1.61,62.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5275,Male,30.958051,1.752265,112.277567,yes,yes,1.758394,3.0,Sometimes,no,2.318736,no,0.0,0.424612,Sometimes,Automobile,Obesity_Type_II 5276,Male,20.0,1.85,115.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5277,Female,24.0,1.66,90.0,yes,yes,1.0,4.0,Always,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 5278,Female,19.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5279,Female,25.955014,1.792833,105.580491,yes,yes,3.0,3.0,Sometimes,no,2.155558,no,0.01586,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 5280,Male,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 5281,Female,23.0,1.6,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5282,Female,18.0,1.737165,50.165754,yes,yes,1.766849,3.0,Sometimes,no,1.278578,no,0.02112,1.673584,Sometimes,Public_Transportation,Insufficient_Weight 5283,Female,18.0,1.6,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5284,Male,20.0,1.72,125.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5285,Male,18.0,1.670227,80.005809,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.03839,no,Public_Transportation,Overweight_Level_II 5286,Male,28.992809,1.82559,120.860386,yes,yes,2.49619,3.0,Sometimes,no,3.0,no,0.706777,0.675076,Sometimes,Public_Transportation,Obesity_Type_II 5287,Female,26.0,1.697421,111.267334,yes,yes,3.0,3.0,Sometimes,yes,2.632253,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 5288,Female,20.801791,1.721057,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.657541,no,1.68249,0.921136,Sometimes,Public_Transportation,Obesity_Type_III 5289,Female,27.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5290,Female,24.481032,1.732951,132.904884,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.577824,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 5291,Female,18.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_II 5292,Male,21.011124,1.708742,75.0,yes,yes,2.0,3.0,Sometimes,no,1.970622,yes,0.0,1.365793,Sometimes,Public_Transportation,Overweight_Level_I 5293,Female,22.977357,1.673394,75.0,yes,yes,2.0,3.0,Sometimes,no,2.685842,no,0.0,1.593704,Sometimes,Public_Transportation,Overweight_Level_I 5294,Female,25.920738,1.603091,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.546402,0.740331,Sometimes,Public_Transportation,Obesity_Type_III 5295,Male,18.0,1.85,66.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5296,Male,19.0,1.69,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5297,Female,21.0,1.63,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5298,Female,26.0,1.622701,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 5299,Female,26.0,1.634894,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.413752,Sometimes,Public_Transportation,Obesity_Type_III 5300,Male,29.429687,1.751688,119.081804,yes,yes,1.924632,3.0,Sometimes,no,2.155926,no,0.656548,0.6454,Sometimes,Automobile,Obesity_Type_II 5301,Female,43.0,1.6,55.0,yes,yes,2.0,4.0,Always,no,2.0,no,0.0,0.0,Frequently,Automobile,Normal_Weight 5302,Male,25.717522,1.771837,114.133149,yes,yes,1.492834,3.0,Sometimes,no,2.078011,no,1.166064,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 5303,Male,43.238402,1.766975,118.560509,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.390877,0.0,Sometimes,Automobile,Obesity_Type_II 5304,Male,21.838323,1.722785,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.281541,no,Public_Transportation,Obesity_Type_I 5305,Male,33.722449,1.769499,83.337721,yes,yes,2.501224,2.880817,Sometimes,no,1.0,no,1.0,0.020153,no,Automobile,Overweight_Level_II 5306,Female,19.633898,1.574017,72.713611,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.910432,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5307,Male,24.265943,1.81955,120.60094,yes,yes,2.795086,3.0,Sometimes,no,2.364849,no,1.097905,0.072264,Sometimes,Public_Transportation,Obesity_Type_II 5308,Male,30.976932,1.703584,102.59518,yes,yes,2.636719,2.372339,Sometimes,no,1.0,no,1.859667,0.0,no,Public_Transportation,Obesity_Type_II 5309,Male,25.0,1.65,102.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5310,Male,21.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5311,Female,19.0,1.69,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5312,Female,17.0,1.61,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 5313,Male,18.0,1.78,68.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 5314,Female,25.907833,1.668931,104.585783,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.162083,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 5315,Male,18.0,1.803527,108.251044,yes,yes,2.0,1.709546,Sometimes,no,2.543841,no,1.0,0.6454,no,Public_Transportation,Obesity_Type_I 5316,Male,19.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 5317,Male,23.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 5318,Female,33.0,1.56,55.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 5319,Male,17.6739,1.7,83.414072,yes,yes,2.0,2.37985,Sometimes,no,2.0,no,0.691369,1.0,no,Public_Transportation,Overweight_Level_II 5320,Male,25.0,1.78,82.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 5321,Male,30.722801,1.765464,102.523111,yes,yes,2.954996,2.475444,Sometimes,no,1.0,no,0.0,0.656491,no,Public_Transportation,Obesity_Type_II 5322,Female,25.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5323,Female,36.673882,1.767563,79.109637,yes,yes,2.802128,3.0,Sometimes,no,1.873004,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 5324,Female,21.28253,1.717288,131.852692,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.324805,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 5325,Female,18.0,1.638744,85.301029,yes,yes,2.0,3.0,Sometimes,no,2.836791,no,1.0,0.143675,no,Public_Transportation,Obesity_Type_I 5326,Male,25.834018,1.766547,114.254278,yes,yes,2.96405,3.0,Sometimes,no,2.111908,no,1.482411,0.290898,Sometimes,Public_Transportation,Obesity_Type_II 5327,Female,19.783234,1.680762,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.412357,0.442456,Sometimes,Public_Transportation,Obesity_Type_III 5328,Female,19.17614,1.640426,45.0,no,yes,3.0,3.0,Frequently,no,2.003563,yes,1.249227,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5329,Female,22.926352,1.613119,82.851318,yes,yes,1.570089,3.0,Sometimes,no,2.777712,no,0.759422,0.776758,Sometimes,Public_Transportation,Obesity_Type_I 5330,Female,26.0,1.621231,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 5331,Male,39.629558,1.799902,108.316462,yes,yes,2.341999,3.0,Sometimes,no,1.0,no,1.779646,0.0,Sometimes,Automobile,Obesity_Type_II 5332,Female,20.0,1.56,45.0,no,no,2.0,4.0,Frequently,no,1.0,yes,2.0,0.0,Sometimes,Walking,Insufficient_Weight 5333,Male,22.730414,1.773664,116.160329,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5334,Female,19.0,1.77,72.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5335,Female,18.0,1.59,48.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 5336,Male,18.0,1.731389,84.064875,yes,yes,2.0,2.98212,Sometimes,no,2.869439,no,0.0,0.169879,no,Public_Transportation,Overweight_Level_II 5337,Female,26.0,1.640125,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.548527,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 5338,Male,25.834018,1.792933,112.010504,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,1.256115,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 5339,Male,22.865018,1.715118,82.582954,yes,yes,1.834155,1.477581,Sometimes,no,2.0,no,0.0,1.102696,Sometimes,Public_Transportation,Overweight_Level_II 5340,Female,19.027574,1.724839,78.435904,yes,no,3.0,3.0,Sometimes,no,2.371015,no,2.0,1.300692,Sometimes,Public_Transportation,Overweight_Level_II 5341,Male,18.0,1.8,68.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5342,Female,21.027662,1.728071,78.048207,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.912334,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5343,Male,21.0,1.6,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5344,Male,29.0,1.8,87.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 5345,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5346,Female,21.291969,1.755643,133.735889,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.582675,0.764452,Sometimes,Public_Transportation,Obesity_Type_III 5347,Male,17.486869,1.688911,85.568385,yes,yes,2.492758,2.993634,Sometimes,no,2.956548,no,1.699181,0.001716,Sometimes,Public_Transportation,Overweight_Level_I 5348,Male,20.0,1.947406,60.0,yes,yes,2.0,4.0,Sometimes,no,2.452986,no,2.891986,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5349,Female,20.0,1.57,49.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 5350,Female,25.982261,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.01682,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 5351,Female,26.0,1.641132,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 5352,Male,22.052152,1.804099,89.558854,yes,yes,2.0,2.6648,Sometimes,no,2.0,no,0.658894,0.0,no,Public_Transportation,Obesity_Type_I 5353,Female,20.272494,1.660446,49.039794,no,no,2.72989,3.0,Sometimes,no,2.0,no,2.0,0.849503,Sometimes,Public_Transportation,Insufficient_Weight 5354,Male,18.426619,1.741014,51.457226,yes,yes,2.977018,3.0,Sometimes,no,2.426465,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5355,Male,37.974483,1.770124,118.436166,yes,yes,2.908757,3.0,Sometimes,no,2.038128,no,0.55181,0.0,Sometimes,Automobile,Obesity_Type_II 5356,Female,18.0,1.723191,50.0,no,yes,1.889199,3.595761,Sometimes,no,1.033199,no,0.919388,0.081156,Sometimes,Public_Transportation,Insufficient_Weight 5357,Male,23.0,1.76,64.4,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 5358,Female,25.95774,1.638218,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.001297,1.0,Sometimes,Public_Transportation,Obesity_Type_III 5359,Female,26.0,1.611462,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 5360,Male,19.179932,1.755926,57.145917,yes,yes,2.0,3.897078,Frequently,no,2.784303,no,2.0,1.84383,no,Automobile,Insufficient_Weight 5361,Female,18.53084,1.823765,142.545183,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.700889,1.339691,Sometimes,Public_Transportation,Obesity_Type_III 5362,Male,17.0,1.809251,59.20945,yes,yes,2.0,3.0,Sometimes,no,2.976177,no,2.429923,0.0,no,Automobile,Insufficient_Weight 5363,Male,18.0,1.7,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5364,Male,18.0,1.863685,108.251044,yes,yes,2.0,1.105616,Sometimes,no,2.0,no,1.0,1.556052,Sometimes,Public_Transportation,Obesity_Type_I 5365,Female,22.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5366,Male,25.461411,1.716308,85.770013,yes,yes,2.740633,3.0,Sometimes,no,2.115354,no,0.897702,0.553311,Sometimes,Public_Transportation,Overweight_Level_II 5367,Female,20.101026,1.73581,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,0.99295,0.838847,Sometimes,Public_Transportation,Obesity_Type_III 5368,Female,25.0,1.53,55.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5369,Male,27.0,1.780503,102.921218,yes,yes,2.002564,3.0,Sometimes,no,1.613829,no,1.17177,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5370,Male,22.720449,1.65,98.790167,yes,yes,2.0,2.675411,Sometimes,no,2.094479,no,0.0,1.35537,no,Public_Transportation,Obesity_Type_I 5371,Female,25.95774,1.614484,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.232601,no,0.095389,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 5372,Male,22.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5373,Male,21.098035,1.768834,96.366777,yes,yes,2.0,1.474836,Sometimes,no,3.0,no,1.979355,0.630866,no,Public_Transportation,Obesity_Type_II 5374,Male,18.0,1.77,60.0,yes,yes,3.0,1.0,Always,no,2.0,no,3.0,0.0,no,Motorbike,Normal_Weight 5375,Male,25.0,1.61,66.0,no,no,3.0,3.0,Sometimes,no,1.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5376,Male,23.0,1.72,100.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 5377,Male,23.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5378,Female,25.879411,1.584782,110.10589,yes,yes,3.0,3.0,Sometimes,no,1.81786,no,0.045246,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 5379,Male,21.0,1.83,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5380,Male,24.001196,1.774647,116.669906,yes,yes,2.734314,1.400943,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5381,Female,26.0,1.624576,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.21523,Sometimes,Public_Transportation,Obesity_Type_III 5382,Female,26.0,1.640535,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 5383,Female,19.993154,1.599697,64.808022,no,yes,1.524428,3.0,Sometimes,no,1.549931,no,0.0,0.127673,Sometimes,Public_Transportation,Overweight_Level_I 5384,Male,27.0,1.93,103.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5385,Female,20.406871,1.751631,53.699561,yes,yes,2.5621,3.891994,Frequently,no,1.077917,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5386,Female,26.0,1.624099,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 5387,Male,18.281092,1.7,50.0,no,yes,1.005578,3.245148,Sometimes,no,1.0,no,0.786828,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5388,Male,32.383858,1.909105,99.623778,yes,yes,2.061384,1.271624,Sometimes,no,1.0,no,0.062932,1.74992,Sometimes,Public_Transportation,Obesity_Type_II 5389,Female,43.604901,1.5891,75.816864,yes,yes,2.909853,3.0,Sometimes,no,1.970622,no,1.280191,0.0,Sometimes,Automobile,Obesity_Type_I 5390,Male,21.0,1.62,68.0,no,yes,2.0,3.0,Always,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5391,Male,30.595632,1.694642,102.134646,yes,yes,2.971351,3.0,Sometimes,no,1.0,no,1.166064,0.174968,no,Public_Transportation,Obesity_Type_II 5392,Female,26.0,1.649553,111.942544,yes,yes,3.0,3.0,Sometimes,no,1.068493,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 5393,Female,37.096353,1.56948,80.0,yes,yes,2.01695,1.893811,Sometimes,no,1.0,no,0.104707,0.0,Sometimes,Automobile,Obesity_Type_I 5394,Female,21.840654,1.587546,43.365005,no,no,2.966126,3.0,Frequently,no,2.326635,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 5395,Male,39.656559,1.787733,98.66176,yes,yes,2.0,1.355752,Sometimes,no,2.117733,no,1.516147,0.0,Sometimes,Automobile,Obesity_Type_I 5396,Male,30.751511,1.75,119.205308,yes,yes,2.499388,3.0,Sometimes,no,2.147746,no,0.767013,0.0,Sometimes,Automobile,Obesity_Type_II 5397,Male,36.726617,1.784555,105.359688,yes,yes,2.0,3.0,Sometimes,no,2.453384,no,1.305633,0.0,Sometimes,Automobile,Obesity_Type_I 5398,Female,25.999174,1.621231,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.069238,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 5399,Female,26.0,1.643355,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 5400,Female,21.0,1.5,50.0,no,yes,3.0,1.0,no,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5401,Female,22.889099,1.632118,82.0,yes,yes,1.063449,1.0,Sometimes,no,1.0,no,0.0,1.39322,Sometimes,Public_Transportation,Obesity_Type_I 5402,Male,21.0,1.8,65.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5403,Female,20.81158,1.737984,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,1.616882,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 5404,Male,23.0,1.74,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5405,Male,20.0,1.84,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5406,Male,25.908829,1.76414,104.988925,yes,yes,1.889883,3.0,Sometimes,no,2.524432,no,0.112122,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5407,Female,22.0,1.63,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5408,Male,21.0,1.8,105.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Automobile,Obesity_Type_I 5409,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 5410,Female,18.871794,1.556579,41.524444,no,yes,2.68601,2.977999,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5411,Female,18.367481,1.745644,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.634134,0.731257,Sometimes,Public_Transportation,Obesity_Type_III 5412,Male,23.0,1.768834,106.49141,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.110174,1.707018,no,Public_Transportation,Obesity_Type_I 5413,Female,38.445148,1.622397,79.544998,yes,yes,2.0,3.0,Sometimes,no,1.745959,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5414,Female,21.0,1.5,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5415,Male,17.0,1.8,87.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_I 5416,Male,21.0,1.8,70.0,no,yes,3.0,4.0,Always,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5417,Male,22.661556,1.766946,116.160329,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,0.0,0.61599,Sometimes,Public_Transportation,Obesity_Type_II 5418,Female,25.951979,1.635062,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 5419,Female,23.0,1.65,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 5420,Female,26.0,1.633442,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 5421,Male,33.226808,1.690262,99.204695,yes,yes,2.842102,2.669766,Sometimes,no,1.0,no,1.281165,1.0,no,Automobile,Obesity_Type_II 5422,Male,26.591628,1.767121,118.668332,yes,yes,3.0,3.0,Sometimes,no,2.976229,no,0.976425,0.573887,Sometimes,Public_Transportation,Obesity_Type_II 5423,Female,45.726081,1.676095,79.697278,yes,yes,2.490776,3.0,Sometimes,no,1.604075,no,0.922739,0.0,no,Automobile,Overweight_Level_II 5424,Female,20.074449,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.46782,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 5425,Female,26.0,1.62495,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 5426,Female,18.721041,1.719913,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.721646,1.413375,no,Public_Transportation,Overweight_Level_II 5427,Male,18.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5428,Female,16.0,1.62,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 5429,Female,18.0,1.6,51.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5430,Female,26.0,1.643892,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 5431,Female,21.571288,1.633794,65.522744,yes,yes,2.0,2.977909,no,no,2.121251,no,0.0,1.588046,Sometimes,Public_Transportation,Overweight_Level_I 5432,Male,17.0,1.83,95.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_II 5433,Male,37.955371,1.753327,118.144898,yes,yes,1.431346,3.0,Sometimes,no,2.078297,no,0.584272,0.0,Sometimes,Automobile,Obesity_Type_II 5434,Female,41.0,1.54,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5435,Male,25.498965,1.84842,117.631707,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.097983,0.023959,Sometimes,Public_Transportation,Obesity_Type_II 5436,Male,21.0,1.66,60.0,no,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5437,Male,21.0,1.61,64.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5438,Female,26.0,1.641132,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 5439,Female,20.0,1.6,65.0,yes,no,2.0,4.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5440,Male,28.377958,1.849003,113.15464,yes,yes,2.842102,3.0,Sometimes,no,2.160169,no,1.17116,0.0,Sometimes,Automobile,Obesity_Type_II 5441,Male,31.36347,1.76714,120.420406,yes,yes,2.347942,3.0,Sometimes,no,2.041536,no,1.083572,0.67688,Sometimes,Automobile,Obesity_Type_II 5442,Female,22.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5443,Female,18.335019,1.782453,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.999897,0.839659,Sometimes,Public_Transportation,Obesity_Type_III 5444,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_I 5445,Female,18.88485,1.735851,50.951444,no,yes,1.735664,3.0,Sometimes,no,1.959531,no,0.0,0.369134,Sometimes,Public_Transportation,Insufficient_Weight 5446,Male,23.260061,1.849425,121.244969,yes,yes,2.0,3.0,Sometimes,no,2.549617,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_II 5447,Male,25.653233,1.755938,112.395309,yes,yes,1.712848,3.0,Sometimes,no,2.002564,no,1.322558,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 5448,Male,17.0,1.74,55.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 5449,Female,33.0,1.6,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5450,Male,22.0,1.82,72.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5451,Male,33.251015,1.700499,83.016968,yes,yes,2.0,2.973504,Sometimes,no,2.686824,no,1.629432,0.0,Sometimes,Automobile,Overweight_Level_II 5452,Male,35.322112,1.677573,102.265955,yes,yes,2.784464,3.0,Sometimes,no,2.0,no,1.621733,0.572185,no,Automobile,Obesity_Type_II 5453,Male,31.347497,1.824901,120.431551,yes,yes,2.777165,3.0,Sometimes,no,2.358088,no,0.597863,1.690901,Sometimes,Automobile,Obesity_Type_II 5454,Female,20.225396,1.534385,41.96525,no,yes,2.88853,1.0,Frequently,no,1.241378,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 5455,Female,26.0,1.737056,111.863186,yes,yes,3.0,3.0,Sometimes,no,1.3954,no,0.030541,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 5456,Female,18.525525,1.583943,41.397378,no,yes,3.0,1.0,Frequently,no,1.153559,no,0.210181,0.150969,Sometimes,Public_Transportation,Insufficient_Weight 5457,Male,24.481032,1.787052,113.372851,yes,yes,2.0,2.849347,Sometimes,no,2.110611,no,1.0,0.176892,Sometimes,Public_Transportation,Obesity_Type_II 5458,Female,26.0,1.631856,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 5459,Female,26.0,1.609401,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 5460,Female,19.885655,1.757442,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.792074,no,1.465931,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 5461,Male,18.0,1.8,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5462,Female,18.0,1.587546,70.0,yes,yes,2.746408,1.0,Sometimes,no,2.118716,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5463,Male,33.0,1.72,83.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 5464,Female,26.0,1.65782,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 5465,Male,22.0,1.7,50.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 5466,Female,18.314593,1.73995,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.544632,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 5467,Female,24.0,1.6,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5468,Male,27.558801,1.877732,87.344156,no,yes,2.33361,3.0,Sometimes,no,2.638164,no,2.0,0.972054,Sometimes,Automobile,Overweight_Level_I 5469,Male,26.607478,1.793174,118.165082,yes,yes,2.008656,3.0,Sometimes,no,2.338373,no,0.941424,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 5470,Female,26.0,1.622418,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 5471,Male,39.08886,1.719342,96.192662,yes,yes,2.54527,1.193729,Sometimes,no,1.857351,no,0.0,0.0,no,Automobile,Overweight_Level_II 5472,Female,24.0,1.6,53.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5473,Female,26.0,1.656504,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 5474,Female,26.0,1.632377,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 5475,Male,23.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 5476,Female,43.591999,1.595165,77.354744,yes,yes,2.0,3.0,Sometimes,no,2.117346,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5477,Male,17.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Walking,Insufficient_Weight 5478,Female,19.0,1.62,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 5479,Male,34.389906,1.7,83.568035,yes,yes,2.801514,3.0,Sometimes,no,2.482294,no,0.891205,0.0,Sometimes,Automobile,Overweight_Level_II 5480,Male,23.0,1.726279,98.699971,yes,yes,2.591292,1.0,Sometimes,no,1.0,no,1.628637,0.0,no,Public_Transportation,Obesity_Type_II 5481,Female,22.967937,1.622787,82.412665,yes,yes,2.14128,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5482,Female,26.0,1.643017,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.472433,no,0.0,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 5483,Female,19.076443,1.62,69.3899,no,yes,2.996186,1.0,Sometimes,no,1.333807,no,0.920476,1.119877,Sometimes,Public_Transportation,Overweight_Level_I 5484,Male,21.0,1.74,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 5485,Male,32.774488,1.696412,102.810704,yes,yes,2.948248,3.0,Sometimes,no,1.0,no,0.958555,0.0,Sometimes,Automobile,Obesity_Type_II 5486,Female,22.976188,1.745528,82.0,yes,yes,2.0,3.0,Sometimes,no,2.623344,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 5487,Male,24.443011,1.868127,120.420406,yes,yes,2.959658,3.0,Sometimes,no,2.828861,no,0.915699,0.720411,Sometimes,Public_Transportation,Obesity_Type_II 5488,Male,21.0,1.65,66.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5489,Female,22.0,1.62,82.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5490,Male,33.049121,1.701986,83.0,yes,yes,2.0,2.988771,Sometimes,no,1.979848,no,1.814869,0.0,no,Automobile,Overweight_Level_II 5491,Male,29.43879,1.7,92.860254,yes,yes,2.0,3.0,Sometimes,no,1.163264,no,1.862235,1.0,Frequently,Automobile,Obesity_Type_I 5492,Female,21.701643,1.738836,133.478611,yes,yes,3.0,3.0,Sometimes,no,1.844645,no,1.700889,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 5493,Female,26.0,1.628205,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 5494,Female,26.0,1.62439,109.978402,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.030541,0.474216,Sometimes,Public_Transportation,Obesity_Type_III 5495,Female,18.0,1.6,51.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5496,Male,24.920362,1.75,120.980508,yes,yes,2.253707,3.0,Sometimes,no,2.924594,no,1.072662,0.442456,Sometimes,Public_Transportation,Obesity_Type_II 5497,Male,26.0,1.767186,112.277567,yes,yes,1.919629,3.0,Sometimes,no,2.0,no,0.0,0.250502,Sometimes,Automobile,Obesity_Type_II 5498,Male,31.199261,1.825718,125.117633,yes,yes,2.938801,3.0,Sometimes,yes,1.662117,no,0.992371,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 5499,Female,20.0,1.61,53.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5500,Female,25.919241,1.603404,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.0,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 5501,Female,21.285965,1.741193,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.482933,no,1.46046,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 5502,Female,35.0,1.61,74.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 5503,Male,18.0,1.803129,108.308112,yes,yes,2.0,3.0,Sometimes,no,2.627569,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5504,Male,22.851773,1.790151,105.696358,yes,yes,2.01695,3.0,Sometimes,no,2.042073,no,0.045246,0.413106,Sometimes,Public_Transportation,Obesity_Type_I 5505,Male,30.711381,1.644053,82.694689,yes,yes,2.0,3.39007,Sometimes,no,1.957871,no,1.228136,0.0,Sometimes,Automobile,Obesity_Type_I 5506,Male,18.0,1.712473,51.058335,yes,yes,2.0,3.0,Sometimes,no,2.209991,no,1.0,1.743319,no,Public_Transportation,Insufficient_Weight 5507,Male,20.0,1.74,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5508,Male,18.0,1.751029,56.029418,yes,yes,2.880161,3.0,Sometimes,no,2.813234,no,1.0,1.162801,Sometimes,Public_Transportation,Insufficient_Weight 5509,Female,17.099015,1.713564,50.0,no,yes,2.87599,3.45259,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5510,Male,18.0,1.792687,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5511,Female,20.0,1.69,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Insufficient_Weight 5512,Male,23.807181,1.819535,121.737836,yes,yes,2.382705,2.692889,Sometimes,no,1.347559,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5513,Male,23.0,1.75,116.594351,yes,yes,1.757466,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 5514,Male,18.0,1.8,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5515,Female,18.312665,1.622297,70.0,yes,yes,2.0,1.999014,Sometimes,no,2.348981,no,0.539952,0.939819,no,Public_Transportation,Overweight_Level_I 5516,Male,25.822348,1.784994,112.740797,yes,yes,1.992889,3.0,Sometimes,no,2.740848,no,0.668963,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 5517,Male,22.676243,1.851123,121.527369,yes,yes,3.0,2.574108,Sometimes,no,1.849997,no,1.235675,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5518,Female,26.0,1.634894,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 5519,Male,23.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 5520,Female,18.0,1.633794,84.493156,yes,yes,2.0,3.0,Sometimes,no,1.198883,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5521,Male,25.058566,1.783914,113.069667,yes,yes,1.528331,3.0,Sometimes,no,2.002194,no,1.522429,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 5522,Male,17.0,1.72,50.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 5523,Female,21.0,1.62,68.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5524,Female,20.979254,1.734092,125.117633,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,0.651412,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 5525,Female,21.344018,1.748584,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.464674,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 5526,Female,18.94093,1.741925,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.600536,0.73421,Sometimes,Public_Transportation,Obesity_Type_III 5527,Female,18.233541,1.751046,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.557737,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 5528,Male,21.962426,1.696336,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.699592,1.0,no,Public_Transportation,Overweight_Level_II 5529,Female,19.47219,1.533364,42.0,no,no,2.0,3.0,Frequently,no,1.0,no,0.0,0.121992,Sometimes,Public_Transportation,Insufficient_Weight 5530,Male,24.178638,1.789099,120.794535,yes,yes,2.766612,3.0,Sometimes,no,2.846259,no,1.967234,0.738269,Sometimes,Public_Transportation,Obesity_Type_II 5531,Male,25.659092,1.787802,112.740797,yes,yes,2.9553,3.0,Sometimes,no,2.0,no,1.003294,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 5532,Male,25.0,1.74,72.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 5533,Female,26.0,1.624576,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 5534,Female,26.0,1.631547,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 5535,Female,37.524551,1.567915,80.0,yes,yes,2.0,3.0,Sometimes,no,1.701835,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5536,Female,21.491055,1.586952,43.087508,no,no,3.0,1.73762,Frequently,no,2.55975,no,0.119643,0.0,no,Public_Transportation,Insufficient_Weight 5537,Male,24.0,1.72,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 5538,Male,36.839761,1.789992,101.067988,yes,yes,2.640801,2.301129,Sometimes,no,1.0,no,1.15804,0.0,no,Automobile,Obesity_Type_II 5539,Male,19.0,1.72,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 5540,Male,31.554956,1.610086,102.000122,yes,yes,2.907744,2.283673,Sometimes,no,1.000544,no,1.079524,0.0,no,Public_Transportation,Obesity_Type_II 5541,Male,20.0,1.67,90.0,yes,yes,2.0,1.0,Always,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5542,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5543,Male,31.333798,1.775416,120.431551,yes,yes,2.393837,3.0,Sometimes,no,2.045069,no,1.141708,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5544,Female,21.682636,1.733383,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.358088,no,1.026452,0.85405,Sometimes,Public_Transportation,Obesity_Type_III 5545,Male,27.266287,1.835271,118.332689,yes,yes,2.979383,3.0,Sometimes,no,2.895614,no,0.822186,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5546,Female,18.0,1.66,56.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5547,Male,23.881938,1.849003,121.04172,yes,yes,2.684335,2.711238,Sometimes,no,2.013605,no,1.156024,0.289218,Sometimes,Public_Transportation,Obesity_Type_II 5548,Male,19.0,1.85,85.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5549,Female,21.529439,1.53777,42.0,no,no,3.0,1.0,Frequently,no,1.49681,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5550,Male,19.0,1.62,69.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 5551,Female,17.216048,1.818948,61.264785,yes,yes,2.311436,3.0,Sometimes,no,2.722063,yes,0.0,1.928972,Sometimes,Automobile,Insufficient_Weight 5552,Female,26.0,1.642392,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 5553,Male,21.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 5554,Male,29.981494,1.773181,112.348722,yes,yes,1.947495,3.0,Sometimes,no,2.042078,no,0.55181,0.618087,Sometimes,Automobile,Obesity_Type_II 5555,Female,21.652229,1.644682,68.392133,yes,yes,1.780746,3.715148,no,no,2.0,no,0.467562,0.568668,Sometimes,Public_Transportation,Overweight_Level_I 5556,Female,19.0,1.71,65.0,yes,yes,3.0,3.0,Sometimes,yes,3.0,no,1.0,1.0,no,Automobile,Normal_Weight 5557,Female,26.0,1.648143,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 5558,Male,31.347497,1.80179,125.418548,yes,yes,2.568063,3.0,Sometimes,yes,2.165804,no,0.614959,0.051858,Sometimes,Public_Transportation,Obesity_Type_II 5559,Male,31.583845,1.801224,129.013178,yes,yes,2.244654,3.0,Sometimes,yes,2.043703,no,1.046463,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5560,Male,17.188754,1.868931,58.943347,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,1.166064,0.138418,no,Automobile,Insufficient_Weight 5561,Male,30.710511,1.765874,103.771371,yes,yes,2.9673,3.0,Sometimes,no,1.0,no,0.926201,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5562,Female,19.783234,1.749118,131.665587,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.932386,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 5563,Female,19.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5564,Female,26.0,1.641132,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 5565,Female,26.0,1.62414,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_III 5566,Male,26.0,1.76,52.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5567,Female,22.025438,1.751038,55.523481,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 5568,Female,16.913841,1.734832,50.0,no,yes,1.164062,3.36313,Sometimes,no,1.995177,no,0.630944,1.765321,Sometimes,Public_Transportation,Insufficient_Weight 5569,Female,21.0,1.63,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5570,Female,26.0,1.654784,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 5571,Male,33.015258,1.732492,84.315608,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.066169,0.0,no,Automobile,Overweight_Level_II 5572,Female,18.0,1.605521,82.0,yes,yes,1.118436,2.358298,Sometimes,no,2.0,no,0.0,0.760091,no,Public_Transportation,Obesity_Type_I 5573,Female,20.244359,1.534385,41.397378,no,yes,2.890535,2.857787,Frequently,no,2.452789,no,0.0,0.555468,Sometimes,Public_Transportation,Insufficient_Weight 5574,Female,26.0,1.624134,110.621723,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 5575,Female,26.0,1.634894,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 5576,Female,20.0,1.62,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 5577,Male,24.693108,1.609321,100.431625,yes,yes,1.631144,1.834472,Sometimes,no,2.0,no,1.318743,0.631422,no,Public_Transportation,Obesity_Type_II 5578,Male,33.0,1.65,73.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 5579,Female,25.895546,1.629442,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.515765,no,0.167086,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 5580,Male,25.100513,1.765258,117.849351,yes,yes,1.455602,3.0,Sometimes,no,2.325091,no,1.144683,0.140368,Sometimes,Public_Transportation,Obesity_Type_II 5581,Female,26.0,1.62439,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.408442,no,0.0,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 5582,Male,21.029633,1.816783,105.257543,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5583,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5584,Male,18.0,1.8,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5585,Female,32.707653,1.605495,72.424947,yes,yes,2.336044,3.832911,Sometimes,no,2.0,no,0.803156,0.0,Sometimes,Automobile,Overweight_Level_I 5586,Female,25.696073,1.643017,104.585783,yes,yes,3.0,3.0,Sometimes,no,1.316813,no,0.017804,0.636289,Sometimes,Public_Transportation,Obesity_Type_III 5587,Male,19.434709,1.813678,56.029418,no,yes,3.0,3.489918,Frequently,no,1.426874,no,2.0,1.165817,Frequently,Public_Transportation,Insufficient_Weight 5588,Male,30.710511,1.694633,102.815983,yes,yes,2.834155,2.122545,Sometimes,no,1.0,no,1.910577,1.0,no,Public_Transportation,Obesity_Type_II 5589,Female,24.0,1.5,45.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 5590,Female,30.0,1.68,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 5591,Female,26.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5592,Female,29.429687,1.616533,74.812707,yes,no,2.928234,2.675411,Sometimes,no,2.777712,no,1.4164,1.0,Sometimes,Automobile,Overweight_Level_I 5593,Male,21.0,1.65,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 5594,Male,16.0,1.72,66.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5595,Female,18.827008,1.699568,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,0.858554,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 5596,Female,20.976842,1.733439,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.986414,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 5597,Male,19.0,1.6,70.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5598,Female,26.0,1.632377,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.063383,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 5599,Male,21.0,1.75,75.0,no,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,no,Automobile,Normal_Weight 5600,Female,21.979769,1.723328,50.0,no,yes,2.927409,3.0,Frequently,no,1.755497,no,1.230441,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5601,Male,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5602,Male,18.0,1.62,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5603,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 5604,Male,29.669219,1.814255,105.479313,yes,yes,2.0,3.0,Sometimes,no,2.115967,no,1.668961,0.0,Sometimes,Automobile,Obesity_Type_I 5605,Female,41.0,1.55,77.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5606,Female,22.154854,1.799742,82.0,no,yes,3.0,2.973729,Sometimes,no,1.0,no,2.876696,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5607,Female,21.28253,1.742901,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.465909,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 5608,Female,22.889099,1.660756,83.016968,yes,yes,2.76802,2.644692,Sometimes,yes,2.663861,no,0.112454,0.261793,Sometimes,Public_Transportation,Obesity_Type_I 5609,Female,20.0,1.63,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 5610,Female,22.667596,1.609321,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.80873,0.0,no,Public_Transportation,Overweight_Level_I 5611,Female,18.0,1.65,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5612,Male,25.486521,1.787195,116.160329,yes,yes,1.735664,3.0,Sometimes,no,2.0,no,1.076248,0.662489,Sometimes,Public_Transportation,Obesity_Type_II 5613,Male,40.654155,1.780846,109.889334,yes,yes,2.630137,3.0,Sometimes,no,1.796267,no,0.977929,0.0,no,Automobile,Obesity_Type_II 5614,Male,25.167799,1.788239,115.382519,yes,yes,2.499626,3.0,Sometimes,no,2.653563,no,1.05545,1.553023,Sometimes,Public_Transportation,Obesity_Type_II 5615,Female,21.0,1.63,64.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5616,Male,33.0,1.75,75.0,no,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 5617,Male,19.0,1.68,68.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5618,Female,22.0,1.56,58.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5619,Male,30.551762,1.788586,102.910613,yes,yes,2.736647,2.129909,Sometimes,no,1.0,no,1.847802,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5620,Female,23.0,1.55,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5621,Male,21.0,1.75,96.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Motorbike,Obesity_Type_I 5622,Male,32.0,1.88,99.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 5623,Male,37.084742,1.75,118.805937,yes,yes,2.0,2.975675,Sometimes,no,2.803002,no,0.783963,0.0,no,Automobile,Obesity_Type_II 5624,Male,31.0,1.74,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Bike,Normal_Weight 5625,Male,18.0,1.753349,57.259124,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.094839,1.0,Sometimes,Automobile,Insufficient_Weight 5626,Female,22.0,1.58,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5627,Female,39.135634,1.507867,79.58958,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5628,Male,33.0,1.72,83.0,no,no,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 5629,Male,21.0,1.68,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5630,Male,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5631,Female,23.0,1.68,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5632,Female,23.0,1.6,50.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.823005,1.0,Sometimes,Public_Transportation,Normal_Weight 5633,Male,31.761799,1.787933,120.151967,yes,yes,2.9673,3.0,Sometimes,no,2.357978,no,1.482411,0.0,Sometimes,Automobile,Obesity_Type_II 5634,Female,25.989938,1.637725,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.001015,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 5635,Female,26.0,1.632896,111.561705,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 5636,Female,23.0,1.6,78.0,yes,no,2.0,1.0,Sometimes,yes,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5637,Male,23.0,1.68,93.5,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5638,Male,21.0,1.85,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5639,Female,21.001969,1.746411,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.501647,0.890626,Sometimes,Public_Transportation,Obesity_Type_III 5640,Male,19.0,1.68,60.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5641,Female,21.198217,1.613921,68.869791,no,yes,2.619835,1.0,Sometimes,no,2.813234,no,0.827506,0.26579,Sometimes,Public_Transportation,Overweight_Level_I 5642,Female,26.0,1.643332,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 5643,Male,25.036269,1.872517,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,1.352973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5644,Male,36.769646,1.779325,112.289883,yes,yes,2.312528,3.0,Sometimes,no,2.144838,no,0.0,1.0,no,Automobile,Obesity_Type_II 5645,Male,26.015448,1.837399,105.000576,yes,yes,2.252472,3.0,Sometimes,no,2.374044,no,0.00705,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5646,Male,61.0,1.75,79.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 5647,Male,20.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5648,Male,18.0,1.75,50.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5649,Female,21.566815,1.734092,133.145549,yes,yes,3.0,3.0,Sometimes,no,2.987718,no,1.684582,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 5650,Male,22.0,1.79,105.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5651,Female,19.0,1.65,77.272652,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 5652,Male,23.0,1.824432,106.49141,yes,yes,2.0,3.0,Sometimes,no,2.543841,no,2.0,1.554404,Sometimes,Automobile,Obesity_Type_I 5653,Female,21.566815,1.751067,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,1.664722,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 5654,Male,21.011124,1.755938,94.454394,yes,yes,2.0,1.213431,Sometimes,no,2.0,no,0.93732,2.0,no,Public_Transportation,Obesity_Type_I 5655,Female,25.954995,1.627483,104.879602,yes,yes,3.0,3.0,Sometimes,no,2.225139,no,0.035928,0.845633,Sometimes,Public_Transportation,Obesity_Type_III 5656,Female,21.0,1.62,52.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5657,Male,23.0,1.7,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5658,Male,18.0,1.78,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 5659,Female,26.0,1.5,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 5660,Female,23.426036,1.729099,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.845134,no,1.441791,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 5661,Female,19.434709,1.647811,49.603807,no,yes,2.0,3.0,Sometimes,no,1.438398,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5662,Female,26.0,1.603404,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.210351,0.688293,Sometimes,Public_Transportation,Obesity_Type_III 5663,Male,18.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5664,Female,17.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5665,Male,23.0,1.85,105.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 5666,Female,26.0,1.656504,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 5667,Female,26.0,1.621245,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 5668,Male,22.0,1.7,95.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 5669,Male,29.0,1.75,112.0,yes,yes,1.0,3.0,Sometimes,yes,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 5670,Female,25.908829,1.676595,104.772164,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.167086,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 5671,Female,21.731497,1.763343,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,1.399183,0.878258,Sometimes,Public_Transportation,Obesity_Type_III 5672,Male,21.0,1.7,65.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5673,Male,29.883021,1.765258,112.438508,yes,yes,2.181057,3.0,Sometimes,no,2.08554,no,0.0,0.079673,Sometimes,Automobile,Obesity_Type_II 5674,Female,25.992898,1.748524,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.268801,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 5675,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,3.0,0.0,no,Public_Transportation,Normal_Weight 5676,Female,21.682367,1.741192,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.68249,0.931721,Sometimes,Public_Transportation,Obesity_Type_III 5677,Female,19.0,1.5,42.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5678,Male,25.550506,1.77274,113.089716,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.097983,1.667745,Sometimes,Public_Transportation,Obesity_Type_II 5679,Male,32.501143,1.75,120.0,yes,yes,2.63165,3.0,Sometimes,no,2.045069,no,1.917383,0.0,no,Automobile,Obesity_Type_II 5680,Female,26.0,1.649178,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 5681,Female,38.0,1.55,77.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5682,Male,26.899886,1.829757,120.980508,yes,yes,2.766612,3.0,Sometimes,no,3.0,no,1.92628,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 5683,Male,18.0,1.787733,51.524444,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5684,Female,18.469086,1.746416,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.560261,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 5685,Male,18.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5686,Female,26.0,1.649178,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 5687,Male,18.0,1.77,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5688,Female,26.0,1.643332,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 5689,Male,28.712995,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.874662,0.0,no,Public_Transportation,Overweight_Level_II 5690,Female,26.0,1.63302,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 5691,Female,26.0,1.626449,110.074946,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 5692,Male,17.412629,1.811238,58.83071,yes,yes,2.0,3.986652,Sometimes,no,2.453626,no,2.0,0.930051,no,Public_Transportation,Insufficient_Weight 5693,Female,26.0,1.62439,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 5694,Male,18.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5695,Male,28.0,1.82,72.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5696,Male,24.911994,1.809101,112.957922,yes,yes,1.368978,2.279546,Sometimes,no,2.0,no,1.592494,0.0026,Sometimes,Automobile,Obesity_Type_I 5697,Male,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 5698,Female,20.976842,1.737313,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.846754,no,1.584716,0.92822,Sometimes,Public_Transportation,Obesity_Type_III 5699,Male,18.0,1.78,79.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 5700,Male,19.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5701,Male,29.713169,1.758189,112.321766,yes,yes,2.0,3.0,Sometimes,no,2.081121,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_I 5702,Female,17.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5703,Female,26.0,1.633945,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 5704,Female,23.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 5705,Female,19.0,1.67,78.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 5706,Male,17.580627,1.720379,55.695253,yes,yes,2.0,3.734323,Sometimes,no,2.369627,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 5707,Male,25.999174,1.75596,105.999403,yes,yes,2.9553,3.0,Sometimes,no,2.358088,no,1.866839,0.619235,Sometimes,Public_Transportation,Obesity_Type_II 5708,Female,18.024853,1.721854,52.056193,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.742113,1.191998,no,Public_Transportation,Insufficient_Weight 5709,Female,18.0,1.6,82.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 5710,Female,26.0,1.629727,109.980145,yes,yes,3.0,3.0,Sometimes,no,1.441289,no,0.0,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 5711,Male,55.0,1.6,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Motorbike,Overweight_Level_I 5712,Male,22.033129,1.700181,81.022119,yes,yes,2.0,2.675823,Sometimes,no,1.80674,no,0.0,0.548539,Sometimes,Public_Transportation,Overweight_Level_II 5713,Male,26.947786,1.767806,120.151967,yes,yes,2.939727,3.0,Sometimes,no,2.471721,no,1.097983,0.764452,Sometimes,Public_Transportation,Obesity_Type_II 5714,Male,32.501143,1.703317,102.784864,yes,yes,2.95841,2.911568,Sometimes,no,1.0,no,1.917383,0.0,no,Public_Transportation,Obesity_Type_II 5715,Female,19.058511,1.673491,49.650897,no,no,3.0,3.697831,Frequently,no,1.0,no,0.14495,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5716,Female,26.0,1.6,61.0,no,no,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5717,Male,22.675679,1.859717,121.458232,yes,yes,2.654076,2.574108,Sometimes,no,1.970508,no,0.736032,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5718,Male,22.846357,1.829529,121.310257,yes,yes,2.906269,2.894142,Sometimes,no,2.902682,no,1.093679,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5719,Female,22.025438,1.716497,51.952805,yes,yes,2.0,3.0,Frequently,no,1.967707,no,0.144627,1.0,no,Public_Transportation,Insufficient_Weight 5720,Male,19.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5721,Male,24.825393,1.868127,120.202596,yes,yes,2.722161,2.992903,Sometimes,no,2.232601,no,1.141708,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 5722,Female,21.051107,1.735461,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,1.45473,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 5723,Male,18.469086,1.700216,50.173425,no,yes,1.522001,3.0,Sometimes,no,1.087166,no,0.822186,1.0647,Sometimes,Public_Transportation,Insufficient_Weight 5724,Female,18.0,1.6,83.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5725,Male,21.037514,1.698829,98.912261,yes,yes,2.0,2.510135,Sometimes,no,2.205911,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5726,Male,37.765356,1.765137,118.332689,yes,yes,2.927187,3.0,Sometimes,no,1.0,no,0.788585,0.636289,Sometimes,Automobile,Obesity_Type_II 5727,Female,22.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5728,Male,33.0,1.75,75.0,no,yes,2.0,3.0,Always,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5729,Male,21.0,1.65,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 5730,Female,24.473062,1.68838,114.163921,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.281734,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 5731,Male,55.022494,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.698874,1.0,no,Automobile,Overweight_Level_II 5732,Male,25.653233,1.719365,83.414072,yes,yes,2.0,3.0,Sometimes,no,1.979848,no,1.330519,0.105936,Sometimes,Public_Transportation,Overweight_Level_II 5733,Female,36.0,1.74,72.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 5734,Female,23.096353,1.632605,82.039,yes,yes,2.615788,2.865657,Sometimes,no,1.015672,no,1.02975,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5735,Female,20.781751,1.674568,79.828725,yes,yes,3.0,2.849848,Sometimes,no,2.13755,no,0.929356,0.16779,Sometimes,Public_Transportation,Overweight_Level_II 5736,Female,21.285965,1.719913,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.744628,no,1.600431,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 5737,Male,24.002404,1.82559,120.860386,yes,yes,2.997951,3.0,Sometimes,no,3.0,no,1.330519,0.972054,Sometimes,Public_Transportation,Obesity_Type_II 5738,Male,27.266287,1.783609,120.921535,yes,yes,2.971574,3.0,Sometimes,no,2.31083,no,1.48524,0.676557,Sometimes,Public_Transportation,Obesity_Type_II 5739,Male,30.575349,1.860292,120.399758,yes,yes,2.766612,3.0,Sometimes,no,2.838893,no,1.352663,0.0,Sometimes,Automobile,Obesity_Type_II 5740,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5741,Female,19.0,1.62,69.0,yes,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5742,Female,22.0,1.65,49.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5743,Female,28.977792,1.681021,77.205685,yes,no,2.0,2.377056,Sometimes,no,1.774778,no,0.870056,0.0,no,Automobile,Overweight_Level_II 5744,Female,26.0,1.643017,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.371015,no,0.268801,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 5745,Female,23.0,1.58092,44.753943,no,no,3.0,2.974568,Frequently,no,1.246822,no,0.979701,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5746,Male,16.0,1.64,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5747,Male,21.0,1.83,68.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5748,Male,26.680376,1.82559,120.860386,yes,yes,2.21498,3.0,Sometimes,no,2.318134,no,1.926592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5749,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5750,Male,25.151286,1.770126,112.277567,yes,yes,1.878251,3.0,Sometimes,no,2.041536,no,1.266866,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 5751,Female,18.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5752,Male,23.0,1.71,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5753,Female,21.0,1.62,69.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5754,Female,34.204408,1.679299,77.205685,yes,yes,2.186322,1.672706,Sometimes,no,1.656082,no,2.119682,0.696948,no,Automobile,Overweight_Level_I 5755,Male,20.850119,1.751691,55.967655,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.166076,Sometimes,Public_Transportation,Insufficient_Weight 5756,Female,26.0,1.62495,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 5757,Male,22.829753,1.836669,97.185474,yes,yes,2.0,2.977543,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5758,Female,25.976209,1.678201,109.982692,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 5759,Female,26.0,1.63302,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 5760,Male,17.0,1.72,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5761,Female,25.058566,1.665798,113.089716,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,0.01586,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 5762,Female,26.0,1.621245,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 5763,Male,23.0,1.782453,106.038468,yes,yes,2.0,2.911568,Sometimes,no,2.184707,no,0.0,0.516764,no,Public_Transportation,Obesity_Type_I 5764,Male,25.15462,1.662017,112.835195,yes,yes,1.303878,3.0,Sometimes,no,2.023328,no,0.0,1.251554,Sometimes,Automobile,Obesity_Type_I 5765,Male,25.982113,1.789992,113.234349,yes,yes,2.341999,3.0,Sometimes,no,2.152736,no,0.897702,0.838947,Sometimes,Public_Transportation,Obesity_Type_II 5766,Female,19.0,1.63,61.0,yes,yes,3.0,1.0,Frequently,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5767,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.514225,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5768,Female,24.469756,1.635905,114.465425,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.245003,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 5769,Female,42.337283,1.582523,79.843221,yes,yes,2.318355,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 5770,Male,19.920629,1.839941,89.993812,yes,yes,2.0,2.392811,Sometimes,no,2.702789,no,0.926201,0.862587,Sometimes,Public_Transportation,Overweight_Level_II 5771,Male,16.0,1.8,87.0,yes,yes,2.0,4.0,Frequently,no,2.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 5772,Male,24.023972,1.7,80.939733,yes,yes,2.0,1.338033,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5773,Female,21.837058,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.429256,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 5774,Female,21.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 5775,Male,22.815416,1.762461,116.102615,yes,yes,1.800122,3.0,Sometimes,no,2.0,no,1.469928,1.0,Sometimes,Public_Transportation,Obesity_Type_II 5776,Male,25.100513,1.694423,112.010504,yes,yes,1.967061,3.0,Sometimes,no,2.0,no,1.144683,0.001867,Sometimes,Public_Transportation,Obesity_Type_II 5777,Male,18.0,1.78,53.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5778,Male,31.62638,1.774647,120.151967,yes,yes,2.907744,3.0,Sometimes,yes,2.357978,no,0.883542,0.543118,Sometimes,Automobile,Obesity_Type_II 5779,Male,21.0,1.75,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5780,Male,17.997009,1.769269,97.842406,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.142056,Sometimes,Public_Transportation,Obesity_Type_I 5781,Female,21.0,1.62,69.0,yes,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5782,Female,23.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5783,Male,21.0,1.77,90.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5784,Female,21.0,1.7,78.0,no,no,3.0,1.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 5785,Female,18.0,1.57,56.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 5786,Male,30.002029,1.679515,102.003378,yes,yes,2.640801,2.994198,Sometimes,no,1.000536,no,0.063383,1.4312,no,Public_Transportation,Obesity_Type_II 5787,Male,26.740655,1.751688,118.560509,yes,yes,2.155182,3.0,Sometimes,no,2.081121,no,0.094851,0.0,Sometimes,Automobile,Obesity_Type_II 5788,Male,25.140074,1.766626,113.90198,yes,yes,1.993101,3.0,Sometimes,no,2.104054,no,1.144683,0.76399,Sometimes,Public_Transportation,Obesity_Type_II 5789,Male,26.947786,1.835643,121.658729,yes,yes,3.0,3.0,Sometimes,no,2.436261,no,0.788585,0.474836,Sometimes,Public_Transportation,Obesity_Type_II 5790,Female,20.345161,1.603501,45.0,no,yes,3.0,3.0,Sometimes,no,2.55057,no,0.094851,0.378619,Sometimes,Public_Transportation,Insufficient_Weight 5791,Male,23.32012,1.763215,113.207124,yes,yes,2.271306,2.475228,Sometimes,no,1.506518,no,0.544564,0.451377,Sometimes,Public_Transportation,Obesity_Type_II 5792,Male,17.689057,1.713599,83.285753,yes,yes,2.009952,3.0,Sometimes,no,1.660614,no,1.0,0.020153,Sometimes,Public_Transportation,Overweight_Level_II 5793,Male,19.773303,1.701387,50.157707,yes,yes,2.524428,3.0,Sometimes,no,2.112032,no,1.0,0.03838,no,Public_Transportation,Insufficient_Weight 5794,Male,41.0,1.7,80.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 5795,Female,26.0,1.63302,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 5796,Female,26.0,1.621231,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.383953,Sometimes,Public_Transportation,Obesity_Type_III 5797,Male,22.908879,1.857231,121.248035,yes,yes,2.907542,2.695396,Sometimes,no,1.660761,no,0.94676,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5798,Male,20.0,1.76,55.0,no,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Walking,Insufficient_Weight 5799,Female,18.297229,1.746516,149.935848,yes,yes,3.0,3.0,Sometimes,no,1.879381,no,1.618512,0.651812,Sometimes,Public_Transportation,Obesity_Type_III 5800,Male,21.529439,1.611058,70.0,no,yes,2.0,3.0,no,no,2.566629,no,0.0,1.554404,Sometimes,Public_Transportation,Overweight_Level_I 5801,Male,21.0,1.62,70.0,no,no,2.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5802,Female,40.466313,1.571417,80.0,yes,yes,2.0,2.977999,Sometimes,no,1.971774,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5803,Female,25.540865,1.602025,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.143955,0.552498,Sometimes,Public_Transportation,Obesity_Type_III 5804,Female,22.654316,1.615385,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.306124,no,Public_Transportation,Obesity_Type_I 5805,Male,23.0,1.78,104.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5806,Male,18.0,1.6,60.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.545931,0.276592,Sometimes,Public_Transportation,Overweight_Level_I 5807,Female,22.0,1.75,56.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5808,Male,29.827481,1.76414,124.269251,yes,yes,2.048962,3.0,Sometimes,no,2.040952,no,0.822186,0.80898,Sometimes,Public_Transportation,Obesity_Type_II 5809,Female,26.0,1.640125,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 5810,Female,19.314429,1.788586,50.0,no,yes,3.0,3.45259,Sometimes,no,2.828861,no,1.612248,0.105895,Sometimes,Public_Transportation,Insufficient_Weight 5811,Male,40.106145,1.715597,102.544554,yes,yes,2.0,2.976211,Sometimes,no,1.783676,no,0.783676,0.0,Sometimes,Automobile,Obesity_Type_I 5812,Male,23.745833,1.86741,121.684311,yes,yes,2.808027,2.65772,Sometimes,no,2.0,no,1.738267,0.947884,Sometimes,Public_Transportation,Obesity_Type_II 5813,Female,19.97166,1.698829,80.0,yes,no,2.0,2.956622,Sometimes,no,2.279214,no,0.698874,0.0,no,Public_Transportation,Overweight_Level_II 5814,Female,21.962426,1.696336,80.311273,yes,yes,2.277436,2.646717,Sometimes,no,1.815293,no,0.926592,0.828549,no,Public_Transportation,Overweight_Level_II 5815,Male,18.0,1.78,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5816,Female,20.954955,1.567131,41.934368,no,yes,2.819934,3.981997,Frequently,no,1.0,no,0.0,0.907868,Sometimes,Public_Transportation,Insufficient_Weight 5817,Male,22.693989,1.841989,122.813033,yes,yes,3.0,2.272801,Sometimes,no,1.645338,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5818,Female,19.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5819,Male,27.562425,1.694726,103.706181,yes,yes,2.927187,2.13229,Sometimes,no,1.229915,no,1.15804,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5820,Male,20.0,1.77,70.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5821,Female,18.94093,1.71146,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.501754,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 5822,Female,42.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5823,Female,19.0,1.62,45.0,no,yes,3.0,3.0,Always,no,3.0,no,2.0,0.0,no,Walking,Insufficient_Weight 5824,Male,22.276969,1.633491,94.189167,yes,yes,2.0,2.961192,Sometimes,no,2.0,no,0.085119,1.0,no,Public_Transportation,Obesity_Type_I 5825,Female,21.0,1.59559,44.641796,no,no,3.0,3.0,Frequently,no,1.0,no,1.452467,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5826,Male,27.0,1.65,78.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 5827,Female,16.0,1.63,45.0,yes,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5828,Female,21.0,1.63,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5829,Male,33.009285,1.719365,84.897738,yes,yes,2.332074,2.675411,Sometimes,no,2.081121,no,1.596576,0.890527,no,Automobile,Overweight_Level_II 5830,Female,21.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 5831,Female,37.974483,1.567973,80.0,yes,yes,2.052932,1.135278,Sometimes,no,1.569082,no,1.661556,0.0,Sometimes,Automobile,Obesity_Type_I 5832,Male,22.815416,1.726279,94.094184,yes,yes,2.0,2.935381,Sometimes,no,2.0,no,0.0,1.066603,no,Public_Transportation,Obesity_Type_I 5833,Female,22.0,1.54,56.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5834,Male,23.0,1.859056,106.038468,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5835,Female,26.0,1.763215,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 5836,Female,18.128249,1.731261,52.08657,yes,yes,3.0,3.0,Sometimes,no,1.701835,no,0.739881,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5837,Male,23.0,1.85,75.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5838,Male,19.97981,1.75336,58.325122,yes,yes,2.944287,3.092116,Sometimes,no,2.774043,no,2.429923,0.756339,Sometimes,Automobile,Insufficient_Weight 5839,Male,21.834894,1.65,80.458343,yes,yes,2.0,2.692889,Sometimes,no,2.0,no,0.976425,1.191053,no,Public_Transportation,Overweight_Level_II 5840,Female,21.987341,1.734237,82.0,yes,yes,1.036414,3.0,Sometimes,no,1.0,no,0.0,1.0769,Sometimes,Public_Transportation,Obesity_Type_I 5841,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 5842,Female,20.0,1.5,47.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 5843,Male,30.62865,1.763343,118.332966,yes,yes,2.18354,3.0,Sometimes,no,2.013205,no,0.008127,0.0,Sometimes,Automobile,Obesity_Type_II 5844,Male,40.106145,1.760175,109.599453,yes,yes,2.271306,3.0,Sometimes,no,1.846754,no,0.632947,0.0,Sometimes,Automobile,Obesity_Type_II 5845,Male,20.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5846,Female,21.0,1.53,52.0,no,no,3.0,4.0,Frequently,no,1.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 5847,Female,38.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 5848,Female,18.0,1.6,56.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5849,Male,23.0,1.704908,81.66995,yes,yes,2.765063,2.937989,Sometimes,no,1.708083,no,1.708971,0.0,Sometimes,Public_Transportation,Overweight_Level_II 5850,Male,30.0,1.7,68.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 5851,Female,26.0,1.7,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 5852,Female,21.0,1.65,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5853,Female,18.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 5854,Male,21.808159,1.769499,80.0,yes,yes,2.0,2.992606,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5855,Female,22.867719,1.644161,85.312639,yes,yes,2.150054,3.0,Sometimes,no,2.578292,no,2.614909,0.0,no,Public_Transportation,Obesity_Type_I 5856,Male,17.823438,1.713564,50.0,no,yes,2.0,3.378859,Sometimes,no,1.0,no,0.14495,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5857,Female,21.0,1.55,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5858,Female,17.0,1.6,50.0,no,yes,2.0,1.0,Frequently,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 5859,Female,26.0,1.639251,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 5860,Female,23.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 5861,Male,27.439056,1.762921,111.600553,yes,yes,2.225731,3.0,Sometimes,no,2.503244,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_II 5862,Male,23.0,1.6,95.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 5863,Male,22.087389,1.779547,116.157766,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.743005,1.556052,Sometimes,Public_Transportation,Obesity_Type_II 5864,Female,21.0,1.57,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 5865,Male,21.086512,1.717037,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.2405,1.415536,Sometimes,Public_Transportation,Overweight_Level_I 5866,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5867,Female,25.918524,1.73581,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.2751,no,0.097114,0.715993,Sometimes,Public_Transportation,Obesity_Type_III 5868,Female,20.0,1.89,50.0,no,no,3.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 5869,Female,26.0,1.630927,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 5870,Male,22.377998,1.780448,89.667406,yes,yes,1.757466,1.0,Sometimes,no,2.0,no,2.0,1.321441,no,Public_Transportation,Obesity_Type_I 5871,Male,24.145295,1.77558,120.860386,yes,yes,2.490776,3.0,Sometimes,no,2.500556,no,1.20758,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 5872,Male,24.0,1.87,97.0,yes,yes,2.0,3.0,Frequently,yes,3.0,no,1.0,0.0,Sometimes,Walking,Obesity_Type_II 5873,Female,21.768153,1.713133,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,1.683957,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 5874,Male,25.612462,1.762921,115.428276,yes,yes,1.99953,3.0,Sometimes,no,2.111913,no,1.121038,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5875,Female,22.857123,1.660955,82.0,yes,yes,2.0,3.0,Sometimes,no,2.609052,no,0.0,0.103056,no,Public_Transportation,Obesity_Type_I 5876,Female,33.0,1.69,75.0,yes,no,3.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,no,Automobile,Overweight_Level_I 5877,Male,34.0,1.7,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 5878,Male,26.0,1.87,115.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Automobile,Obesity_Type_I 5879,Male,19.027417,1.717288,58.585146,yes,yes,2.918113,3.0,Sometimes,no,2.565828,no,1.493018,1.915818,no,Automobile,Insufficient_Weight 5880,Female,26.0,1.643892,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 5881,Female,25.998646,1.656465,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.190061,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 5882,Male,19.0,1.75,64.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 5883,Female,26.0,1.641601,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 5884,Male,22.99368,1.704573,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 5885,Male,18.0,1.71,64.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,2.0,no,Walking,Normal_Weight 5886,Female,21.012569,1.743702,132.665587,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.584716,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 5887,Male,20.0,1.62,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 5888,Male,23.0,1.84629,121.248035,yes,yes,2.328469,2.695396,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5889,Male,18.0,1.7108,50.92538,yes,yes,1.031149,3.0,Sometimes,no,1.313363,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 5890,Female,16.0,1.61,68.0,yes,yes,3.0,1.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5891,Female,18.0,1.63,53.5,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5892,Male,21.948577,1.763343,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.659419,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5893,Female,19.0,1.65,77.0,yes,no,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 5894,Male,20.975973,1.790151,105.031908,yes,yes,2.0,3.0,Sometimes,no,1.318736,no,0.00705,1.0,Sometimes,Public_Transportation,Obesity_Type_I 5895,Male,21.652229,1.722785,98.296651,yes,yes,2.0,2.372311,Sometimes,no,2.0,no,2.697949,2.0,no,Public_Transportation,Obesity_Type_I 5896,Female,26.0,1.63302,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.622638,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 5897,Female,37.0,1.56,77.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 5898,Male,17.925497,1.827279,59.409018,no,no,3.0,4.0,Sometimes,no,2.709428,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 5899,Male,19.0,1.77,108.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 5900,Male,23.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 5901,Male,24.920362,1.796415,120.988454,yes,yes,2.475892,3.0,Sometimes,no,3.0,no,1.866839,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 5902,Male,33.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 5903,Male,18.0,1.74,77.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 5904,Female,21.0,1.57,51.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5905,Male,17.0,1.75,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5906,Male,29.509151,1.756509,119.117122,yes,yes,2.450218,3.0,Sometimes,no,2.147746,no,1.420675,0.420858,Sometimes,Automobile,Obesity_Type_II 5907,Male,25.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 5908,Male,29.0,1.7,90.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 5909,Female,21.0,1.59,45.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5910,Male,22.018228,1.701413,95.952027,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,2.0,1.58483,no,Public_Transportation,Obesity_Type_I 5911,Female,23.421726,1.748524,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.302507,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 5912,Female,29.0,1.71,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 5913,Male,40.50021,1.748103,109.411622,yes,yes,2.748971,3.21043,Sometimes,no,1.0,no,1.628637,0.0,no,Automobile,Obesity_Type_II 5914,Male,21.008297,1.817641,105.037463,yes,yes,2.0,3.0,Sometimes,no,2.133469,no,0.00705,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5915,Female,22.0,1.56,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5916,Male,25.66668,1.764138,113.714521,yes,yes,3.0,3.0,Sometimes,no,2.008361,no,0.926201,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 5917,Male,25.0,1.89,89.0,yes,yes,1.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 5918,Male,19.0,1.64,51.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 5919,Male,17.203917,1.77274,58.673963,yes,yes,2.031185,3.042774,Sometimes,no,2.013605,no,2.011646,0.714627,no,Automobile,Insufficient_Weight 5920,Male,32.259623,1.705813,102.781971,yes,yes,2.795086,1.097312,Sometimes,no,1.0,no,2.819661,1.89388,no,Public_Transportation,Obesity_Type_I 5921,Female,22.283082,1.607939,82.329047,yes,yes,2.058687,1.703299,Sometimes,no,1.931163,no,0.889963,0.281815,Sometimes,Public_Transportation,Obesity_Type_I 5922,Female,26.0,1.62439,110.008636,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 5923,Male,33.700749,1.703317,98.790167,yes,yes,2.903545,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 5924,Male,33.749594,1.701387,107.025415,yes,yes,2.0,2.87747,Sometimes,no,1.0,no,1.980401,0.0,Sometimes,Automobile,Obesity_Type_I 5925,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 5926,Female,18.0,1.52,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 5927,Male,17.486869,1.781139,58.621349,yes,yes,2.9673,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 5928,Male,19.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5929,Female,22.0,1.62,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 5930,Male,31.62638,1.829239,120.644178,yes,yes,2.499108,3.0,Sometimes,no,2.0,no,0.835271,1.771135,Sometimes,Automobile,Obesity_Type_II 5931,Male,21.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5932,Female,21.837058,1.7199,133.735889,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.577824,0.938791,Sometimes,Public_Transportation,Obesity_Type_III 5933,Male,18.0,1.75,55.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 5934,Female,24.0,1.69,67.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5935,Male,55.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 5936,Male,26.490926,1.84998,121.142535,yes,yes,2.108638,2.952821,Sometimes,no,2.966647,no,1.858554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5937,Male,22.0,1.7,75.0,yes,no,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 5938,Male,22.126325,1.71746,50.951444,yes,yes,2.0,3.0,Frequently,no,2.453384,no,0.0,1.94595,no,Public_Transportation,Insufficient_Weight 5939,Male,21.962219,1.617469,68.981403,yes,yes,1.826251,3.0,no,no,2.0,no,0.934286,1.0,Sometimes,Public_Transportation,Overweight_Level_I 5940,Male,31.166572,1.681719,90.0,yes,yes,2.0,1.473088,Sometimes,no,2.777557,no,0.967627,0.0,Sometimes,Automobile,Overweight_Level_II 5941,Female,20.323767,1.730198,78.721696,yes,yes,2.081238,2.865657,Sometimes,no,1.970622,no,0.68183,0.0,no,Public_Transportation,Overweight_Level_I 5942,Male,17.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Insufficient_Weight 5943,Male,29.970445,1.790172,112.740797,yes,yes,2.0,3.0,Sometimes,no,2.168904,no,0.0,1.509831,Sometimes,Automobile,Obesity_Type_I 5944,Female,21.0,1.73,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5945,Female,26.0,1.622418,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.961899,no,0.0,0.459759,Sometimes,Public_Transportation,Obesity_Type_III 5946,Female,17.0,1.6,59.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 5947,Female,24.291205,1.73945,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,1.318743,0.527766,Sometimes,Public_Transportation,Obesity_Type_III 5948,Male,17.0,1.75,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 5949,Female,24.063874,1.694726,114.482386,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.324913,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 5950,Female,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 5951,Male,17.039058,1.688426,83.014033,yes,yes,2.734762,2.983297,Sometimes,no,2.089983,no,1.097983,0.930051,Sometimes,Public_Transportation,Overweight_Level_II 5952,Male,33.188707,1.788239,97.842406,yes,yes,2.0,2.752318,Sometimes,no,3.0,no,1.629432,1.928972,Sometimes,Automobile,Obesity_Type_I 5953,Male,30.577944,1.783953,120.613561,yes,yes,2.341999,3.0,Sometimes,no,2.297896,no,0.565242,0.921991,Sometimes,Automobile,Obesity_Type_II 5954,Male,25.0,1.8,72.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 5955,Female,36.726617,1.737984,62.211572,yes,yes,2.0,2.992606,Sometimes,no,2.566629,no,0.788659,0.0,Sometimes,Automobile,Overweight_Level_I 5956,Male,33.0,1.83,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 5957,Female,26.0,1.59,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 5958,Male,25.057878,1.854592,120.151967,yes,yes,3.0,3.0,Sometimes,no,2.165804,no,1.082236,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 5959,Female,37.205173,1.555967,77.355417,yes,yes,2.0,3.0,Sometimes,no,1.456581,no,0.0,0.171034,Sometimes,Automobile,Obesity_Type_I 5960,Female,17.0,1.66,57.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 5961,Male,19.0,1.65,56.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 5962,Male,22.0,1.67,66.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 5963,Male,24.149036,1.75,120.702935,yes,yes,2.913452,3.0,Sometimes,no,2.7305,no,1.813318,0.738935,Sometimes,Public_Transportation,Obesity_Type_II 5964,Male,29.0,1.85,109.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5965,Female,55.0,1.5,80.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 5966,Male,23.807181,1.694439,102.583895,yes,yes,2.9553,3.0,Sometimes,no,1.0,no,1.940182,1.0,no,Public_Transportation,Obesity_Type_II 5967,Male,23.963649,1.825718,121.284533,yes,yes,3.0,2.574108,Sometimes,no,1.78471,no,0.944982,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5968,Female,21.501721,1.801983,155.242672,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,1.417035,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 5969,Female,26.0,1.62495,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.276907,Sometimes,Public_Transportation,Obesity_Type_III 5970,Male,27.968765,1.873368,128.856677,yes,yes,2.870895,3.0,Sometimes,no,1.836853,no,1.48372,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5971,Female,21.709159,1.685045,75.057177,yes,yes,2.052932,3.0,Sometimes,no,2.836791,no,0.780117,0.162494,Sometimes,Public_Transportation,Overweight_Level_I 5972,Male,30.945369,1.848553,118.154345,yes,yes,2.382705,3.0,Sometimes,no,2.456939,no,1.07672,0.0,Sometimes,Automobile,Obesity_Type_II 5973,Female,21.238416,1.748524,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.854161,no,1.464674,0.890626,Sometimes,Public_Transportation,Obesity_Type_III 5974,Female,18.532826,1.772449,137.852618,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.989171,0.786665,Sometimes,Public_Transportation,Obesity_Type_III 5975,Male,29.827481,1.899588,124.269251,yes,yes,2.048962,3.0,Sometimes,no,2.822871,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5976,Female,22.720449,1.621233,72.748903,yes,no,2.0,3.0,Sometimes,no,1.229915,no,1.308852,0.0,Sometimes,Public_Transportation,Overweight_Level_II 5977,Male,30.188303,1.836592,92.860254,yes,yes,2.0,3.0,Sometimes,no,1.622638,no,0.033745,0.105895,Sometimes,Public_Transportation,Overweight_Level_II 5978,Female,20.0,1.63,93.5,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 5979,Female,19.0,1.6,68.0,yes,no,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5980,Male,22.906886,1.829239,121.04172,yes,yes,3.0,2.696051,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 5981,Male,17.0,1.75,70.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_I 5982,Female,21.837996,1.505437,62.417228,no,yes,2.003951,3.0,no,no,1.249307,no,0.0,0.9974,Sometimes,Public_Transportation,Overweight_Level_I 5983,Male,29.687488,1.694439,102.022057,yes,yes,2.9673,1.818026,Sometimes,no,1.0,no,0.74225,0.0,no,Public_Transportation,Obesity_Type_II 5984,Female,33.722449,1.721356,83.389918,yes,yes,2.0,3.0,Sometimes,no,1.006643,no,0.047738,1.516731,Sometimes,Public_Transportation,Overweight_Level_II 5985,Male,30.79626,1.761519,118.102897,yes,yes,2.037042,2.937607,Sometimes,no,2.011023,no,0.554646,0.066805,Sometimes,Automobile,Obesity_Type_II 5986,Male,27.266287,1.784049,120.856677,yes,yes,2.671238,3.0,Sometimes,no,2.257922,no,1.48524,0.671458,Sometimes,Automobile,Obesity_Type_II 5987,Female,19.0,1.65,75.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 5988,Female,25.994949,1.63073,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.828861,no,0.035928,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 5989,Male,17.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 5990,Male,31.965402,1.85,120.919703,yes,yes,2.938616,2.282392,Sometimes,no,1.147121,no,1.17177,1.443212,Sometimes,Automobile,Obesity_Type_II 5991,Female,25.908431,1.611462,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.045246,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 5992,Female,26.0,1.624099,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.552388,no,0.0,0.196288,Sometimes,Public_Transportation,Obesity_Type_III 5993,Male,20.0,1.8,68.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 5994,Male,33.0,1.75,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 5995,Male,31.264628,1.885119,120.082941,yes,yes,2.225149,3.0,Sometimes,no,2.357969,no,0.852344,1.59257,Sometimes,Automobile,Obesity_Type_II 5996,Female,18.94093,1.734092,133.10761,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.445148,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 5997,Female,26.0,1.633945,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.218645,Sometimes,Public_Transportation,Obesity_Type_III 5998,Male,31.205668,1.751029,120.158049,yes,yes,2.219186,3.0,Sometimes,no,2.151028,no,0.554646,0.0,Sometimes,Automobile,Obesity_Type_II 5999,Male,27.439056,1.899588,99.544696,yes,yes,2.0,1.874532,Sometimes,no,1.295436,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 6000,Male,20.0,1.8,65.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 6001,Male,22.908836,1.814696,106.349025,yes,yes,2.0,2.141839,Sometimes,no,2.814517,no,1.783858,1.443212,Sometimes,Public_Transportation,Obesity_Type_I 6002,Male,30.79626,1.766547,109.599453,yes,yes,2.21498,2.473911,Sometimes,no,1.791286,no,0.886817,0.47787,no,Automobile,Obesity_Type_II 6003,Male,22.89974,1.608469,82.595793,yes,yes,2.021446,2.683061,Sometimes,no,1.322048,no,1.228136,0.305954,Sometimes,Public_Transportation,Obesity_Type_II 6004,Male,24.001685,1.694423,102.003378,yes,yes,2.499388,2.993856,Sometimes,no,2.002871,no,1.006884,0.0,no,Public_Transportation,Obesity_Type_II 6005,Male,30.02019,1.75,118.183797,yes,yes,2.928234,3.0,Sometimes,no,2.023328,no,0.047738,1.220029,Sometimes,Automobile,Obesity_Type_II 6006,Female,26.0,1.643167,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 6007,Female,19.816949,1.534385,42.0,no,yes,2.896562,3.891994,Frequently,no,1.642251,no,0.107981,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6008,Female,21.0,1.57,61.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6009,Female,35.217173,1.769269,76.642944,yes,yes,2.037585,1.0,Sometimes,no,1.825629,no,1.089891,0.0,Frequently,Automobile,Overweight_Level_I 6010,Male,20.552695,1.716677,104.879602,yes,yes,2.0,1.9154,Sometimes,no,1.846626,no,0.0,1.413375,no,Public_Transportation,Obesity_Type_II 6011,Male,29.721964,1.771817,108.316462,yes,yes,1.947495,2.98212,Sometimes,no,2.923856,no,1.15804,0.178301,Sometimes,Automobile,Obesity_Type_I 6012,Male,19.364339,1.74823,104.839068,yes,yes,2.908757,3.0,Sometimes,no,2.38725,no,1.0,0.413474,no,Public_Transportation,Obesity_Type_I 6013,Male,36.0,1.78,96.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 6014,Female,24.461411,1.719913,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.471664,no,1.528968,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 6015,Male,18.0,1.65,93.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6016,Female,20.520992,1.7921,152.720545,yes,yes,3.0,3.0,Sometimes,no,1.082084,no,0.99295,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 6017,Female,21.682636,1.735461,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,1.318743,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 6018,Female,37.218161,1.65,77.205685,yes,yes,2.0,3.0,Sometimes,no,2.869439,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6019,Male,30.610436,1.783906,120.549592,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,0.093418,1.759954,Sometimes,Automobile,Obesity_Type_II 6020,Female,16.613108,1.586066,43.534531,no,no,3.0,3.0,Frequently,no,1.610768,yes,0.891444,0.0,no,Public_Transportation,Insufficient_Weight 6021,Male,21.106056,1.611,70.0,no,yes,2.0,3.0,no,no,3.0,no,0.923428,0.220029,Sometimes,Public_Transportation,Overweight_Level_I 6022,Female,21.0,1.67,67.0,yes,yes,3.0,3.0,Frequently,yes,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6023,Male,31.426573,1.848553,118.377601,yes,yes,2.0,3.0,Sometimes,yes,2.040952,no,1.976341,0.017016,Sometimes,Automobile,Obesity_Type_II 6024,Male,22.0,1.71,52.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6025,Male,23.603191,1.768834,97.582959,yes,yes,2.0,3.0,Sometimes,no,2.973729,no,2.491642,1.36595,no,Public_Transportation,Obesity_Type_I 6026,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 6027,Female,21.0,1.65,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 6028,Female,19.0,1.54,42.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6029,Female,21.6548,1.743589,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.445148,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 6030,Male,30.424369,1.771837,124.070717,yes,yes,2.962415,3.0,Sometimes,no,2.080187,no,1.15804,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6031,Female,19.72925,1.755427,78.300084,yes,no,3.0,2.849848,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 6032,Female,18.0,1.6,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6033,Male,24.186273,1.706082,102.003378,yes,yes,2.838037,2.301129,Sometimes,no,1.0,no,0.0,1.466496,no,Public_Transportation,Obesity_Type_II 6034,Male,25.113537,1.764484,113.235538,yes,yes,2.596364,3.0,Sometimes,no,2.165804,no,1.110215,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 6035,Female,22.0,1.63,82.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6036,Male,21.0,1.780679,89.673648,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.856119,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6037,Male,25.196214,1.868931,117.8972,yes,yes,2.165605,3.0,Sometimes,no,2.0,no,1.46782,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6038,Male,17.441593,1.768493,97.829344,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.89388,no,Public_Transportation,Obesity_Type_I 6039,Female,18.0,1.752265,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.581703,no,Public_Transportation,Overweight_Level_I 6040,Female,22.591439,1.621242,82.0,yes,yes,1.450218,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6041,Male,16.0,1.85,97.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6042,Female,21.233541,1.789555,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.876051,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 6043,Male,21.0,1.8,72.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6044,Female,22.851834,1.667852,84.49798,yes,yes,2.0,1.416309,Sometimes,no,2.0,no,0.0,0.518542,no,Public_Transportation,Obesity_Type_I 6045,Male,21.017383,1.823755,116.160329,yes,yes,2.9553,3.0,Sometimes,no,2.0,no,0.767013,1.0,Sometimes,Public_Transportation,Obesity_Type_II 6046,Male,30.710511,1.914186,129.852531,yes,yes,2.197261,3.0,Sometimes,no,1.153286,no,0.943058,0.090341,Sometimes,Public_Transportation,Obesity_Type_II 6047,Female,21.001458,1.65,88.026943,yes,yes,2.971588,1.001542,Sometimes,no,3.0,no,1.170633,1.0,no,Public_Transportation,Obesity_Type_I 6048,Male,20.590046,1.823755,105.122109,yes,yes,2.0,3.0,Sometimes,no,2.415343,no,0.027101,0.413752,Sometimes,Public_Transportation,Obesity_Type_I 6049,Female,16.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,no,Public_Transportation,Insufficient_Weight 6050,Male,23.0,1.77,70.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6051,Female,22.667596,1.632605,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6052,Female,40.362129,1.534385,80.0,yes,yes,2.0,3.0,Sometimes,no,1.970622,no,0.759422,0.0,no,Automobile,Obesity_Type_I 6053,Male,22.882558,1.674568,89.667406,yes,yes,2.70825,1.0,Sometimes,no,2.734782,no,0.0,1.707018,Sometimes,Public_Transportation,Obesity_Type_I 6054,Male,17.0,1.773664,97.416417,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.70825,1.0,no,Public_Transportation,Obesity_Type_I 6055,Female,20.914366,1.742654,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.508897,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 6056,Male,18.0,1.87,66.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6057,Female,19.623574,1.507106,64.814109,yes,no,2.362918,3.986652,Sometimes,no,1.305816,no,0.944438,0.813235,no,Public_Transportation,Overweight_Level_II 6058,Female,19.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6059,Male,23.367212,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,1.333707,no,1.0,1.89388,Sometimes,Public_Transportation,Overweight_Level_I 6060,Female,42.586285,1.571417,81.827288,yes,yes,2.0,3.0,Sometimes,no,1.911664,no,0.0,1.73216,no,Automobile,Obesity_Type_I 6061,Female,26.0,1.640741,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 6062,Male,22.851773,1.853373,121.737836,yes,yes,2.79606,3.0,Sometimes,no,2.650989,no,0.478595,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6063,Female,21.232659,1.724268,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.537639,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 6064,Female,21.0,1.754497,77.956921,yes,yes,2.097373,2.372311,Sometimes,no,1.81031,no,0.094893,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6065,Male,33.954433,1.707968,103.743534,yes,yes,2.871016,1.834472,Sometimes,no,1.0,no,1.729987,0.0,Sometimes,Automobile,Obesity_Type_II 6066,Male,21.0,1.71,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6067,Male,26.945139,1.76714,120.420406,yes,yes,2.962415,3.0,Sometimes,no,2.474518,no,1.999836,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 6068,Female,25.96773,1.642098,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.241378,no,0.246831,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 6069,Female,26.0,1.65782,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.891444,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 6070,Female,18.0,1.63,59.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6071,Female,41.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6072,Male,23.0,1.633491,94.189167,yes,yes,2.0,2.986637,Sometimes,no,2.0,no,0.067491,1.0,no,Public_Transportation,Obesity_Type_I 6073,Male,24.417552,1.774983,120.898397,yes,yes,2.499388,3.0,Sometimes,no,2.109697,no,0.863158,0.462973,Sometimes,Public_Transportation,Obesity_Type_II 6074,Female,22.0,1.61,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6075,Male,31.36347,1.868923,127.507411,yes,yes,3.0,3.0,Sometimes,yes,2.32502,no,1.999631,0.322307,Sometimes,Public_Transportation,Obesity_Type_II 6076,Female,26.0,1.62439,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 6077,Female,18.0,1.61,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6078,Female,18.0,1.710948,51.710723,yes,yes,2.859097,3.0,Sometimes,no,1.911664,no,2.407906,1.772463,no,Public_Transportation,Insufficient_Weight 6079,Female,33.0,1.78,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 6080,Male,24.001685,1.770126,120.748213,yes,yes,2.880759,3.0,Sometimes,no,2.028368,no,1.076729,1.416353,Sometimes,Public_Transportation,Obesity_Type_II 6081,Male,20.0,1.77,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 6082,Male,41.0,1.62,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 6083,Female,21.620245,1.746061,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.609801,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 6084,Female,19.885655,1.533364,65.0,yes,yes,2.490507,2.952821,Sometimes,no,2.0,yes,0.752926,0.965464,no,Public_Transportation,Overweight_Level_I 6085,Male,17.0,1.7,57.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 6086,Female,18.0,1.6,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6087,Female,20.394082,1.748951,133.742943,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.537639,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 6088,Male,19.0,1.62,70.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6089,Male,31.347497,1.817572,126.418413,yes,yes,2.938801,3.0,Sometimes,yes,1.508796,no,0.886817,1.443328,Sometimes,Public_Transportation,Obesity_Type_II 6090,Male,26.680376,1.777416,114.479459,yes,yes,2.218599,3.0,Sometimes,no,2.104337,no,0.0,0.692608,Sometimes,Public_Transportation,Obesity_Type_II 6091,Male,21.008051,1.65731,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.679935,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6092,Female,19.0,1.54,56.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6093,Male,18.0,1.85,60.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 6094,Female,21.0,1.59,48.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6095,Female,21.274628,1.627532,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,0.0,0.271024,Sometimes,Public_Transportation,Obesity_Type_III 6096,Male,31.347497,1.823755,129.232216,yes,yes,2.938801,3.0,Sometimes,no,1.515183,no,1.097905,0.9974,Sometimes,Public_Transportation,Obesity_Type_II 6097,Female,40.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6098,Male,22.998709,1.668555,94.256547,yes,yes,2.290095,1.317884,Sometimes,no,2.777379,no,0.943058,1.0,no,Public_Transportation,Obesity_Type_I 6099,Female,25.943827,1.611452,102.669116,yes,yes,3.0,3.0,Sometimes,no,1.099231,no,0.0,0.248218,Sometimes,Public_Transportation,Obesity_Type_III 6100,Male,29.687488,1.918859,129.679131,yes,yes,3.0,3.0,Sometimes,no,1.125338,no,0.946461,0.008343,Sometimes,Public_Transportation,Obesity_Type_II 6101,Female,16.129279,1.751029,50.0,no,yes,2.205633,3.0,Sometimes,no,2.0,no,0.897702,0.817983,Sometimes,Public_Transportation,Insufficient_Weight 6102,Female,18.836315,1.658202,79.621463,yes,yes,2.061384,1.0,Sometimes,no,2.0,no,2.011646,0.0,no,Public_Transportation,Overweight_Level_I 6103,Female,19.0,1.5,55.0,no,yes,3.0,4.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6104,Male,33.015258,1.868127,83.952968,yes,yes,2.0,2.879541,Sometimes,no,2.0,no,1.066241,0.790967,Sometimes,Automobile,Overweight_Level_II 6105,Male,17.894784,1.883364,99.605527,yes,yes,3.0,2.271734,Sometimes,no,2.721769,no,1.847802,0.440087,Sometimes,Public_Transportation,Overweight_Level_II 6106,Male,17.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Walking,Insufficient_Weight 6107,Male,23.0,1.75,121.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6108,Male,26.680376,1.701566,112.323213,yes,yes,2.722161,3.0,Sometimes,no,2.003531,no,0.0,0.26956,Sometimes,Automobile,Obesity_Type_II 6109,Male,18.0,1.712556,50.0,no,yes,1.950742,3.322522,Sometimes,no,1.992548,no,0.652736,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6110,Female,26.0,1.62456,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.228486,Sometimes,Public_Transportation,Obesity_Type_III 6111,Female,18.0,1.71,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6112,Female,17.580627,1.60074,55.695253,no,yes,2.103335,2.815255,Sometimes,no,2.971557,yes,0.503279,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6113,Male,33.700749,1.65731,113.90198,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.02975,0.0,Sometimes,Automobile,Obesity_Type_II 6114,Female,38.0,1.5,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 6115,Female,20.0,1.637537,64.259379,yes,yes,3.0,2.038373,Sometimes,no,1.0,no,0.827506,0.0,Sometimes,Public_Transportation,Normal_Weight 6116,Female,23.0,1.6811,83.314157,yes,yes,2.753752,3.0,Sometimes,no,2.925029,no,1.302507,0.276907,Sometimes,Public_Transportation,Obesity_Type_I 6117,Male,22.052152,1.606066,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.89388,no,Public_Transportation,Obesity_Type_I 6118,Female,25.908431,1.62456,110.803117,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.23553,0.575969,Sometimes,Public_Transportation,Obesity_Type_III 6119,Female,26.0,1.627567,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 6120,Male,19.0,1.67,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6121,Female,21.721507,1.757132,54.752926,yes,yes,2.09283,3.285167,Frequently,no,2.0,no,2.2405,1.0,no,Public_Transportation,Insufficient_Weight 6122,Male,22.909992,1.670774,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.80873,1.905826,Sometimes,Public_Transportation,Overweight_Level_I 6123,Female,18.0,1.64603,84.722222,yes,yes,2.824559,3.0,Sometimes,no,1.0,no,0.043101,0.575848,no,Public_Transportation,Obesity_Type_I 6124,Female,18.0,1.641149,84.849349,yes,yes,2.55996,3.0,Sometimes,no,1.383894,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6125,Female,21.0,1.739991,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.480919,0.813784,Sometimes,Public_Transportation,Obesity_Type_III 6126,Male,22.969366,1.835678,91.204753,yes,yes,2.0,1.81698,Sometimes,no,1.031354,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6127,Male,24.475242,1.723921,83.986895,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.166064,1.157466,Sometimes,Public_Transportation,Overweight_Level_II 6128,Female,38.644441,1.57206,77.550345,yes,yes,2.325623,3.0,Sometimes,no,1.909253,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6129,Female,18.0,1.6,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6130,Female,18.260079,1.747987,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,0.835271,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 6131,Female,37.631769,1.55,77.601483,yes,yes,2.0,3.0,Sometimes,no,1.505381,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6132,Female,18.0,1.725548,51.598593,yes,yes,2.0,3.0,Frequently,no,1.438398,no,1.078074,1.0,no,Public_Transportation,Insufficient_Weight 6133,Female,21.682367,1.792378,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.718543,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 6134,Female,24.0,1.52,55.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6135,Female,25.968792,1.641918,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 6136,Female,25.954511,1.639524,110.062941,yes,yes,3.0,3.0,Sometimes,no,1.087166,no,0.01437,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 6137,Female,23.0,1.65,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 6138,Female,21.0,1.59,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6139,Female,20.891491,1.738717,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.645532,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 6140,Male,21.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 6141,Male,23.562135,1.720379,82.27635,yes,yes,2.0,2.749334,Sometimes,no,1.825718,no,0.94224,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6142,Male,18.0,1.62,69.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 6143,Male,17.0,1.79,57.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 6144,Female,26.0,1.629442,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 6145,Male,23.712641,1.835643,121.835883,yes,yes,2.619987,2.658837,Sometimes,no,1.968011,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6146,Male,19.524698,1.814182,87.861431,no,yes,2.0,3.0,Sometimes,no,2.279124,no,2.0,1.365793,Sometimes,Public_Transportation,Overweight_Level_I 6147,Female,22.0,1.65,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6148,Female,41.0,1.65,79.0,yes,yes,2.0,3.0,Always,no,1.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 6149,Male,24.733308,1.764138,84.729197,yes,yes,2.0,3.0,Sometimes,no,1.981782,no,0.740633,0.0,no,Public_Transportation,Overweight_Level_II 6150,Male,32.516469,1.769499,82.338464,yes,yes,2.519592,3.0,Sometimes,no,2.386904,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 6151,Female,18.0,1.588147,71.602622,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.541455,Sometimes,Public_Transportation,Overweight_Level_II 6152,Male,23.0,1.72,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6153,Male,24.178638,1.82559,120.805715,yes,yes,2.392665,3.0,Sometimes,no,2.357978,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6154,Female,21.274628,1.71978,133.800129,yes,yes,3.0,3.0,Sometimes,no,1.220365,no,1.361533,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 6155,Male,25.113537,1.835271,117.237782,yes,yes,2.938616,3.0,Sometimes,no,2.111908,no,0.769709,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 6156,Female,38.464538,1.744733,86.639861,yes,yes,2.44004,3.0,Sometimes,no,1.844645,no,0.0,0.0,no,Automobile,Overweight_Level_I 6157,Male,29.0,1.75596,112.10074,yes,yes,1.431346,3.0,Sometimes,no,2.0,no,0.485322,0.0,Sometimes,Automobile,Obesity_Type_II 6158,Female,22.909992,1.607734,82.228794,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.464022,Sometimes,Public_Transportation,Obesity_Type_III 6159,Female,21.056059,1.747773,147.296186,yes,yes,3.0,3.0,Sometimes,no,1.087166,no,1.487987,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 6160,Female,22.909992,1.633675,82.0,yes,yes,1.052699,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6161,Female,25.909353,1.584782,102.000122,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.075776,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 6162,Female,26.0,1.649867,106.69053,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,0.0,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 6163,Male,34.243146,1.7,84.493156,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.060415,0.0,Sometimes,Automobile,Overweight_Level_II 6164,Female,20.0,1.75,55.0,yes,no,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6165,Female,23.0,1.596466,44.810751,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 6166,Female,26.0,1.622771,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 6167,Male,28.363149,1.629442,113.714521,yes,yes,1.760038,3.0,Sometimes,no,2.802498,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_II 6168,Female,19.693804,1.644751,68.392133,yes,yes,1.063449,3.118013,Sometimes,no,1.549931,no,0.658894,1.97117,Sometimes,Public_Transportation,Overweight_Level_I 6169,Male,23.803904,1.827279,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6170,Female,23.0,1.6,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6171,Male,25.0,1.7,71.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 6172,Female,39.170029,1.674568,76.642944,yes,yes,2.501224,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 6173,Male,19.0,1.8,87.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 6174,Male,33.722449,1.784994,108.019211,yes,yes,2.490776,2.753418,Sometimes,no,2.01897,no,1.04268,0.152985,no,Automobile,Obesity_Type_II 6175,Female,39.129291,1.816298,86.522799,no,yes,2.0,1.874532,Sometimes,no,1.816052,no,0.336795,0.0,no,Automobile,Overweight_Level_I 6176,Female,29.0,1.71,71.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 6177,Male,27.635029,1.829239,120.980508,yes,yes,2.908757,3.0,Sometimes,no,2.834253,no,1.92628,0.619012,Sometimes,Public_Transportation,Obesity_Type_II 6178,Male,23.826684,1.763343,121.204668,yes,yes,2.758394,2.999346,Sometimes,no,1.957871,no,0.852344,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6179,Female,25.0,1.56,51.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6180,Male,21.0,1.7,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 6181,Female,17.25813,1.58092,41.67965,no,yes,2.86099,1.0,Sometimes,no,1.015677,no,1.093679,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6182,Female,22.889099,1.726606,121.065052,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,1.429256,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 6183,Male,23.090215,1.848553,121.527369,yes,yes,3.0,2.740492,Sometimes,no,1.824561,no,0.994592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6184,Female,22.829753,1.732951,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.60195,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 6185,Male,33.864257,1.696412,103.017623,yes,yes,2.9673,2.993856,Sometimes,no,1.0,no,0.997731,0.0,no,Automobile,Obesity_Type_II 6186,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_II 6187,Male,20.975973,1.84342,122.024954,yes,yes,2.0,2.562895,Sometimes,no,1.596212,no,0.647632,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6188,Female,26.0,1.622418,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 6189,Female,21.0,1.56,55.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6190,Female,26.0,1.602025,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 6191,Female,21.0,1.6,45.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6192,Male,23.096353,1.716524,83.314157,yes,yes,2.341999,2.946063,Sometimes,no,1.706568,no,0.987591,1.885655,Sometimes,Public_Transportation,Overweight_Level_II 6193,Female,21.0,1.53,56.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6194,Male,29.981494,1.705813,91.630257,yes,yes,2.102696,3.0,Sometimes,no,1.278231,no,1.977929,0.0,Sometimes,Automobile,Obesity_Type_I 6195,Male,25.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6196,Female,36.0,1.67,80.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 6197,Male,18.0,1.65,112.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 6198,Female,20.924808,1.742901,137.796884,yes,yes,3.0,3.0,Sometimes,no,1.615548,no,0.0,0.754023,Sometimes,Public_Transportation,Obesity_Type_III 6199,Female,22.654316,1.65,87.105828,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.351996,1.0,no,Public_Transportation,Obesity_Type_I 6200,Female,18.288205,1.734832,50.0,no,yes,1.142468,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6201,Female,26.0,1.643421,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 6202,Female,18.0,1.605469,45.0,yes,yes,2.0,3.762778,Sometimes,no,1.0,no,0.658894,1.0,no,Public_Transportation,Insufficient_Weight 6203,Female,25.929746,1.611462,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.167086,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 6204,Female,23.0,1.581527,78.089575,yes,yes,2.0,2.070033,Sometimes,no,2.953192,no,0.118271,0.0,no,Public_Transportation,Obesity_Type_I 6205,Male,30.899219,1.680991,104.826776,yes,yes,2.22259,2.271734,Sometimes,no,1.551266,no,0.946461,0.553093,no,Public_Transportation,Obesity_Type_II 6206,Female,19.126145,1.633491,82.0,yes,yes,1.826885,3.0,Sometimes,no,1.131169,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_I 6207,Female,26.0,1.641849,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 6208,Female,39.129291,1.573987,80.0,yes,yes,2.076689,2.870005,Sometimes,no,1.15635,no,1.488843,0.0,Sometimes,Automobile,Obesity_Type_I 6209,Male,23.0,1.81,79.0,no,yes,2.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6210,Male,27.635029,1.824449,92.949254,yes,yes,1.979944,3.0,Sometimes,no,2.210997,no,0.934286,0.560887,Sometimes,Automobile,Overweight_Level_II 6211,Male,30.702559,1.64187,103.743534,yes,yes,2.501224,2.993856,Sometimes,no,1.0,no,0.87967,0.0,no,Public_Transportation,Obesity_Type_II 6212,Female,21.0,1.66,66.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6213,Female,20.255616,1.658393,79.828725,yes,yes,2.0,1.802305,Sometimes,no,2.269327,no,0.288032,1.0,Frequently,Public_Transportation,Overweight_Level_II 6214,Female,21.793724,1.729045,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,1.708971,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 6215,Male,24.149036,1.75463,119.841446,yes,yes,2.499108,3.0,Sometimes,no,2.822871,no,1.999836,0.152985,Sometimes,Public_Transportation,Obesity_Type_II 6216,Female,26.0,1.628909,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 6217,Female,25.0,1.5,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 6218,Male,18.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6219,Female,21.243142,1.605521,44.661461,no,no,3.0,1.72626,Frequently,no,1.0,yes,0.754646,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6220,Male,17.0,1.72,70.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Walking,Normal_Weight 6221,Female,21.680123,1.748524,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,0.788659,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 6222,Male,21.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 6223,Male,27.562425,1.754996,119.087557,yes,yes,2.9673,3.0,Sometimes,no,2.428271,no,0.245003,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 6224,Female,26.0,1.643355,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 6225,Male,18.0,1.742901,80.0,yes,yes,2.13683,2.376374,Sometimes,no,2.684819,no,1.0,1.544357,no,Public_Transportation,Overweight_Level_I 6226,Female,23.0,1.6,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 6227,Female,23.455303,1.782714,114.470482,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.294763,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 6228,Female,18.0,1.694969,83.790813,yes,yes,1.518966,1.548407,Sometimes,no,2.804944,no,0.178976,1.119877,no,Public_Transportation,Obesity_Type_I 6229,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6230,Male,19.0,1.8,87.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6231,Male,23.0,1.737984,81.919454,yes,yes,2.0,1.317884,Sometimes,no,1.889341,no,0.0,1.36595,Sometimes,Public_Transportation,Overweight_Level_II 6232,Male,22.815416,1.757958,94.256547,yes,yes,2.0,2.938902,Sometimes,no,2.64548,no,0.0,1.252677,Sometimes,Public_Transportation,Obesity_Type_I 6233,Female,20.941943,1.757442,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,1.600431,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 6234,Female,20.0,1.65,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 6235,Female,29.740496,1.650012,87.27989,yes,yes,2.87599,3.0,Sometimes,no,2.652616,no,1.02975,0.0,Sometimes,Automobile,Obesity_Type_I 6236,Female,18.0,1.6,51.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6237,Male,30.304203,1.759772,118.183797,yes,yes,2.906269,3.0,Sometimes,no,2.133876,no,0.63119,1.59257,Sometimes,Automobile,Obesity_Type_II 6238,Female,23.0,1.607939,82.532994,yes,yes,2.813775,1.109956,Sometimes,no,2.651194,no,0.06582,0.60473,no,Public_Transportation,Obesity_Type_I 6239,Female,22.926352,1.716691,51.149283,yes,yes,2.886157,3.0,Frequently,no,1.274815,no,0.520407,1.673584,no,Public_Transportation,Insufficient_Weight 6240,Male,33.0,1.75,125.0,yes,no,2.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 6241,Female,19.799054,1.543338,64.106108,yes,no,2.0,3.0,Sometimes,no,2.976177,no,1.0,1.212762,no,Public_Transportation,Overweight_Level_II 6242,Male,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 6243,Female,18.0,1.637524,82.851318,yes,yes,1.780699,3.0,Sometimes,no,2.111908,no,0.130417,1.339691,Sometimes,Public_Transportation,Obesity_Type_I 6244,Female,26.0,1.637537,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.655548,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 6245,Male,22.0,1.8,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_I 6246,Male,18.0,1.8,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 6247,Male,19.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6248,Female,18.0,1.7,68.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6249,Male,34.243146,1.731389,84.064875,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 6250,Male,34.231083,1.703098,103.706181,yes,yes,2.736647,2.993623,Sometimes,no,1.0,no,1.856119,0.0,no,Automobile,Obesity_Type_II 6251,Female,21.131526,1.739457,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.427037,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 6252,Female,22.789402,1.681202,80.0,yes,yes,2.0,1.496776,Sometimes,no,2.0,no,0.740633,2.0,Frequently,Public_Transportation,Overweight_Level_II 6253,Male,23.0,1.7,83.016968,yes,yes,2.0,2.279546,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 6254,Male,30.916426,1.78968,120.009392,yes,yes,2.407817,3.0,Sometimes,no,2.364849,no,1.076729,0.153669,Sometimes,Automobile,Obesity_Type_II 6255,Male,31.0,1.75,125.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6256,Female,22.829681,1.598393,82.582954,yes,yes,2.663866,1.416309,Sometimes,no,2.379275,no,0.256323,0.598999,Sometimes,Public_Transportation,Obesity_Type_I 6257,Female,26.0,1.62495,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 6258,Male,24.825398,1.82559,120.775439,yes,yes,2.9673,3.0,Sometimes,no,2.045069,no,1.281165,0.541309,Sometimes,Public_Transportation,Obesity_Type_II 6259,Female,29.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6260,Female,20.225396,1.566501,41.669346,no,yes,2.967853,1.0,Frequently,no,1.0,no,0.0,0.504176,Sometimes,Public_Transportation,Insufficient_Weight 6261,Male,17.431786,1.737984,95.419668,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.86374,Sometimes,Public_Transportation,Overweight_Level_II 6262,Female,28.830558,1.75,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.727114,1.0,Frequently,Automobile,Overweight_Level_I 6263,Male,21.051982,1.803132,105.686091,yes,yes,2.0,3.0,Sometimes,no,2.096751,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_I 6264,Male,31.540751,1.903832,131.274851,yes,yes,2.0,3.0,Sometimes,no,1.198883,no,1.746583,0.0,Sometimes,Automobile,Obesity_Type_I 6265,Female,23.0,1.59,47.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 6266,Female,22.875223,1.624367,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.0,0.459274,Sometimes,Public_Transportation,Obesity_Type_I 6267,Female,22.976188,1.52337,42.047077,no,yes,3.0,1.672706,Frequently,no,2.487919,no,1.230219,0.805008,no,Public_Transportation,Insufficient_Weight 6268,Male,18.0,1.708107,51.437985,yes,yes,2.927218,3.0,Sometimes,no,1.93142,no,0.989316,1.358163,Sometimes,Public_Transportation,Insufficient_Weight 6269,Female,21.845025,1.732096,133.747012,yes,yes,3.0,3.0,Sometimes,no,1.606076,no,1.425712,0.873936,Sometimes,Public_Transportation,Obesity_Type_III 6270,Male,19.0,1.8,71.0,no,no,1.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6271,Female,18.0,1.751691,52.331172,yes,yes,2.596364,3.0,Sometimes,no,2.0,no,0.281734,1.0,no,Public_Transportation,Insufficient_Weight 6272,Female,26.0,1.556211,110.640929,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.0,0.466169,Sometimes,Public_Transportation,Obesity_Type_III 6273,Male,24.244029,1.829907,121.421121,yes,yes,2.9673,2.993623,Sometimes,no,2.011023,no,0.562118,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6274,Male,26.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6275,Female,26.0,1.642098,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.574073,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 6276,Male,32.787101,1.697421,103.586342,yes,yes,2.219186,2.326233,Sometimes,no,1.0,no,1.596576,0.0,no,Public_Transportation,Obesity_Type_II 6277,Female,23.367212,1.742901,114.465425,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.065264,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 6278,Female,25.97731,1.684327,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.555534,no,0.1768,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 6279,Male,21.0,1.68,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6280,Female,21.845025,1.752531,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.256115,0.714137,Sometimes,Public_Transportation,Obesity_Type_III 6281,Male,19.0,1.722527,84.493156,yes,yes,2.0,2.884848,Sometimes,no,2.0,no,2.0,1.283673,Sometimes,Public_Transportation,Overweight_Level_II 6282,Male,18.0,1.712905,51.965521,yes,yes,2.944287,3.0,Sometimes,no,2.35752,no,0.897702,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6283,Female,26.0,1.630927,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 6284,Male,26.225442,1.829757,120.775439,yes,yes,2.939727,2.716106,Sometimes,no,1.274815,no,1.586525,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 6285,Male,17.0,1.8,95.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6286,Female,17.0,1.69,79.0,no,no,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_II 6287,Female,18.0,1.56,51.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6288,Female,25.895546,1.626179,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.015209,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 6289,Female,21.0,1.55,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6290,Female,19.0,1.64,49.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Insufficient_Weight 6291,Female,21.0,1.55,62.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6292,Male,21.0,1.75,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6293,Female,19.725718,1.746652,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.46525,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 6294,Female,21.28253,1.71582,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.501754,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 6295,Female,18.0,1.645511,50.173425,no,yes,1.118436,3.0,Sometimes,no,2.45126,no,1.194898,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6296,Female,20.0,1.62,53.8,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6297,Female,21.0,1.752265,79.109637,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.801322,Sometimes,Public_Transportation,Overweight_Level_I 6298,Female,25.964788,1.621231,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.319437,no,0.139159,0.486558,Sometimes,Public_Transportation,Obesity_Type_III 6299,Male,33.270448,1.703584,83.270448,yes,yes,2.0,1.709546,Sometimes,no,2.0,no,0.944982,0.469735,Sometimes,Automobile,Overweight_Level_II 6300,Male,17.0,1.9,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Walking,Normal_Weight 6301,Male,18.0,1.841879,104.774144,yes,yes,2.0,3.0,Sometimes,no,2.777712,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6302,Female,26.0,1.656504,111.963265,yes,yes,3.0,3.0,Sometimes,no,2.78678,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 6303,Female,25.976209,1.741193,102.592171,yes,yes,3.0,3.0,Sometimes,no,1.068493,no,0.026033,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 6304,Female,20.0,1.67,49.0,yes,no,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 6305,Female,25.976209,1.683502,104.759643,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.162279,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 6306,Female,25.966504,1.681394,104.321463,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,0.319156,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 6307,Female,16.0,1.58,49.0,no,no,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 6308,Male,22.926352,1.812259,105.037203,yes,yes,2.0,2.977909,Sometimes,no,2.654702,no,0.0,0.735201,Sometimes,Public_Transportation,Obesity_Type_I 6309,Male,23.32012,1.780503,97.911865,yes,yes,2.0,2.98212,Sometimes,no,2.825629,no,2.89118,1.415536,no,Public_Transportation,Obesity_Type_I 6310,Male,21.0,1.72,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6311,Female,45.0,1.65,80.0,yes,yes,3.0,3.0,Always,no,1.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 6312,Female,18.0,1.604893,82.0,yes,yes,1.0816,1.508685,Sometimes,no,1.873004,no,0.181324,1.581703,no,Public_Transportation,Obesity_Type_I 6313,Female,26.0,1.62456,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.955317,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 6314,Female,26.0,1.624576,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 6315,Male,27.349745,1.653088,99.861809,yes,yes,2.871016,1.835543,Sometimes,no,1.0,no,1.930033,0.0,no,Public_Transportation,Obesity_Type_II 6316,Male,31.327609,1.835381,91.059595,yes,yes,2.0,3.0,Sometimes,no,1.18423,no,0.155579,0.453404,Sometimes,Automobile,Overweight_Level_II 6317,Female,24.0,1.6,51.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6318,Male,21.682367,1.701413,97.813023,yes,yes,2.0,1.924168,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 6319,Male,33.100581,1.7,84.729197,yes,yes,2.0,1.9154,Sometimes,no,2.663861,no,2.392047,0.691944,Sometimes,Automobile,Overweight_Level_II 6320,Female,19.297004,1.817231,149.935848,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,1.943743,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 6321,Female,27.0,1.55,63.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 6322,Male,17.0,1.8,57.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6323,Male,28.363149,1.910564,129.852531,yes,yes,1.994679,2.029858,Sometimes,no,1.0,no,0.788659,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6324,Female,21.0,1.6,66.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6325,Male,22.906342,1.641149,94.743892,yes,yes,1.947405,1.0,Sometimes,no,2.0,no,0.813917,1.382995,no,Public_Transportation,Obesity_Type_I 6326,Female,20.406066,1.739991,128.148108,yes,yes,3.0,3.0,Sometimes,no,1.693362,no,1.571865,0.869238,Sometimes,Public_Transportation,Obesity_Type_III 6327,Male,17.491272,1.834637,59.990861,yes,yes,1.961347,1.873484,Sometimes,no,2.0,no,2.0,0.128895,no,Automobile,Insufficient_Weight 6328,Male,22.0,1.77,105.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6329,Female,26.0,1.644078,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 6330,Male,21.0,1.93,94.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6331,Female,26.0,1.641601,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 6332,Male,18.0,1.74,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6333,Female,26.0,1.62456,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 6334,Male,21.0,1.62,69.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6335,Male,19.0,1.8,58.0,no,yes,2.0,4.0,Frequently,no,3.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 6336,Female,21.572114,1.782722,137.785027,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,1.68291,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 6337,Male,21.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 6338,Female,23.365041,1.744319,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.231031,0.792496,Sometimes,Public_Transportation,Obesity_Type_III 6339,Male,35.322112,1.676095,79.760922,yes,yes,2.0,2.880794,Sometimes,no,3.0,no,1.083572,0.0,no,Automobile,Overweight_Level_II 6340,Male,21.0,1.82,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6341,Male,23.0,1.705584,90.093569,yes,yes,2.0,3.0,Sometimes,no,1.791584,no,0.005405,0.0,Sometimes,Automobile,Obesity_Type_I 6342,Male,26.945139,1.82525,120.980508,yes,yes,2.561638,3.0,Sometimes,no,2.975528,no,0.899864,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6343,Male,15.0,1.8,58.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6344,Female,21.334585,1.802257,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.36651,no,0.946763,0.965464,Sometimes,Public_Transportation,Obesity_Type_III 6345,Male,33.954433,1.784555,103.175516,yes,yes,2.66889,2.865657,Sometimes,no,1.992586,no,1.172641,0.0,no,Automobile,Overweight_Level_II 6346,Female,18.423482,1.732307,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.399183,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 6347,Female,18.0,1.7,50.0,no,yes,2.76632,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6348,Male,20.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6349,Female,16.240576,1.561109,39.12631,no,yes,3.0,3.322522,Sometimes,no,2.653831,no,2.113992,0.4346,no,Public_Transportation,Insufficient_Weight 6350,Female,39.129291,1.560199,80.0,yes,yes,2.0,3.0,Sometimes,no,2.133876,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6351,Female,21.412434,1.817231,152.217135,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,1.956278,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 6352,Female,17.0,1.71,50.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6353,Male,20.0,1.7,66.5,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 6354,Female,26.0,1.641098,78.0,yes,yes,2.217267,3.0,Sometimes,no,2.949419,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6355,Female,21.0,1.62,70.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6356,Female,19.895877,1.532322,61.411141,yes,yes,2.0,3.0,Sometimes,no,1.131185,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6357,Male,34.0,1.83,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 6358,Male,30.002029,1.766626,112.000381,yes,yes,2.002784,3.0,Sometimes,no,2.766674,no,0.0,0.68173,Sometimes,Automobile,Obesity_Type_II 6359,Male,19.955257,1.753349,55.3707,yes,yes,2.008656,4.0,Sometimes,no,2.0,no,2.0,1.510609,no,Automobile,Insufficient_Weight 6360,Male,25.136116,1.780089,115.127662,yes,yes,2.21965,3.0,Sometimes,no,2.013205,no,1.922234,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6361,Male,30.722801,1.759772,118.183797,yes,yes,1.457758,3.0,Sometimes,no,2.081121,no,0.350717,0.731257,Sometimes,Automobile,Obesity_Type_II 6362,Female,17.0,1.63,51.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6363,Female,22.239836,1.64187,81.919454,yes,yes,2.699282,1.976744,Sometimes,no,1.853991,no,1.360994,1.281141,no,Public_Transportation,Obesity_Type_I 6364,Male,23.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 6365,Female,26.0,1.656504,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 6366,Female,38.0,1.75,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 6367,Male,33.789301,1.764138,85.803809,yes,yes,2.0,1.496776,Sometimes,no,2.0,no,1.0,0.85405,Sometimes,Automobile,Overweight_Level_II 6368,Female,19.773303,1.600264,45.0,no,no,3.0,3.0,Frequently,no,1.086391,no,1.246223,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6369,Male,18.0,1.735659,108.204547,yes,yes,2.0,1.845858,Sometimes,no,1.98126,no,1.0,0.4346,no,Public_Transportation,Obesity_Type_I 6370,Female,18.0,1.55,58.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6371,Male,18.0,1.82093,108.395005,yes,yes,2.0,3.0,Sometimes,no,2.976229,no,1.0,0.676557,no,Public_Transportation,Obesity_Type_I 6372,Male,18.0,1.6,56.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6373,Male,30.242597,1.764166,126.418413,yes,yes,2.939727,3.0,Sometimes,yes,1.984323,no,0.923428,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6374,Female,19.0,1.63,65.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 6375,Male,25.036269,1.77151,113.90198,yes,yes,2.00876,3.0,Sometimes,no,3.0,no,2.011646,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6376,Female,25.991194,1.627839,108.9606,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.045246,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 6377,Female,26.0,1.640125,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 6378,Male,16.30687,1.841151,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.269058,1.195929,Sometimes,Public_Transportation,Insufficient_Weight 6379,Female,18.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6380,Male,26.826961,1.87034,119.192922,yes,yes,2.496455,3.0,Sometimes,no,2.0,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6381,Male,25.717522,1.751365,115.828167,yes,yes,1.4925,3.0,Sometimes,no,2.0,no,1.19102,2.0,Sometimes,Public_Transportation,Obesity_Type_II 6382,Female,19.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6383,Female,23.0,1.57,50.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 6384,Female,21.0,1.6,66.0,no,yes,3.0,3.0,Frequently,no,3.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 6385,Female,27.0,1.54,63.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 6386,Female,38.098745,1.584782,62.877347,yes,yes,2.1239,3.0,Sometimes,no,1.0,no,1.356468,0.023564,Sometimes,Automobile,Overweight_Level_I 6387,Female,26.0,1.641849,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 6388,Female,43.0,1.55,77.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6389,Female,38.445148,1.558045,62.269912,yes,yes,2.0,3.0,Sometimes,no,2.442775,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 6390,Female,18.0,1.62,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,3.0,0.0,no,Public_Transportation,Insufficient_Weight 6391,Female,18.0,1.582523,82.144405,yes,yes,2.938801,3.0,Sometimes,no,1.889341,no,0.990642,0.0,no,Public_Transportation,Obesity_Type_I 6392,Male,17.065445,1.713564,51.216463,no,yes,2.923916,3.0,Sometimes,no,1.810738,no,0.993058,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6393,Male,18.0,1.74,71.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6394,Female,26.0,1.63302,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.233314,Sometimes,Public_Transportation,Obesity_Type_III 6395,Female,23.0,1.633491,82.0,yes,yes,1.826885,3.0,Sometimes,no,2.777557,no,0.0,0.572185,Sometimes,Public_Transportation,Obesity_Type_I 6396,Female,19.0,1.57,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6397,Female,18.0,1.56,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 6398,Female,20.0,1.73,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 6399,Male,21.0,1.62,68.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6400,Female,18.233541,1.738465,50.0,no,yes,1.276858,3.559841,Sometimes,no,1.871033,no,2.077653,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6401,Female,55.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 6402,Female,21.0,1.6,49.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 6403,Male,20.0,1.85,65.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6404,Female,22.676243,1.587546,82.130728,yes,yes,2.486189,1.068196,Sometimes,no,2.08554,no,0.264831,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6405,Female,16.0,1.6,51.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6406,Male,24.521879,1.829142,120.399758,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,1.110215,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 6407,Female,25.883749,1.637524,104.999403,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.234303,0.847587,Sometimes,Public_Transportation,Obesity_Type_III 6408,Male,17.038222,1.717826,85.720788,yes,yes,2.0,2.993856,Sometimes,no,2.0,no,0.995735,0.952352,Sometimes,Public_Transportation,Overweight_Level_II 6409,Male,18.0,1.79,57.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Insufficient_Weight 6410,Male,23.32012,1.771837,116.164351,yes,yes,2.85916,2.937607,Sometimes,no,2.0,no,1.838881,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6411,Male,27.0,1.7,79.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 6412,Male,30.654082,1.910987,102.022057,yes,yes,2.739,2.976098,Sometimes,no,2.0,no,1.285976,0.716327,no,Public_Transportation,Obesity_Type_II 6413,Male,21.016623,1.856315,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.976672,no,1.0,0.264969,Sometimes,Public_Transportation,Obesity_Type_I 6414,Female,26.0,1.641918,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 6415,Male,41.318302,1.557943,77.053948,yes,yes,2.549782,2.040582,Sometimes,no,1.927976,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6416,Female,18.0,1.65,68.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6417,Male,29.721964,1.819875,129.19449,yes,yes,2.031185,3.0,Sometimes,no,1.868349,no,1.392026,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6418,Female,26.0,1.6,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6419,Male,21.0,1.7,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6420,Female,18.0,1.65,80.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6421,Female,22.0,1.65,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6422,Male,18.0,1.836669,52.289828,yes,yes,1.592183,3.0,Sometimes,no,2.0,no,0.877295,1.544357,Sometimes,Public_Transportation,Insufficient_Weight 6423,Female,26.0,1.643892,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 6424,Male,29.0,1.72,84.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_II 6425,Male,22.0,1.64,54.5,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6426,Male,22.980221,1.910672,121.277832,yes,yes,2.744994,2.574108,Sometimes,no,1.484938,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6427,Male,30.0,1.76003,112.409191,yes,yes,1.588782,3.0,Sometimes,no,2.0,no,0.0,0.696948,Sometimes,Automobile,Obesity_Type_II 6428,Female,21.90012,1.759358,49.650897,yes,yes,3.0,3.0,Sometimes,no,1.322048,no,1.211048,0.0,Frequently,Public_Transportation,Insufficient_Weight 6429,Female,21.030909,1.751046,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.510398,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 6430,Male,21.0,1.75,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6431,Male,21.6548,1.707557,98.259423,yes,yes,2.0,2.37985,Sometimes,no,2.654702,no,0.982134,1.616045,no,Public_Transportation,Obesity_Type_I 6432,Male,34.0,1.69,67.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6433,Male,31.761799,1.755938,120.980508,yes,yes,2.9673,3.0,Sometimes,no,2.926995,no,1.866839,0.0,Sometimes,Automobile,Obesity_Type_II 6434,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 6435,Male,21.0,1.7,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Walking,Normal_Weight 6436,Female,37.613378,1.516007,77.033049,yes,yes,2.0,3.0,Sometimes,no,1.618189,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6437,Female,18.543584,1.631856,82.0,yes,yes,2.0,2.9796,Sometimes,no,1.0,no,0.0,1.50301,no,Public_Transportation,Obesity_Type_I 6438,Male,20.0,1.8,65.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6439,Female,21.0,1.63,56.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6440,Female,21.001969,1.716497,132.145549,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.993666,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 6441,Female,26.0,1.621231,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 6442,Female,26.0,1.618348,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.692638,Sometimes,Public_Transportation,Obesity_Type_III 6443,Female,18.423482,1.623113,126.490236,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.827502,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 6444,Male,19.576682,1.848294,85.228116,yes,yes,2.0,3.054899,Sometimes,no,2.371015,no,2.819661,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6445,Male,16.0,1.6,65.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6446,Female,18.314593,1.73581,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.465909,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 6447,Male,38.0,1.77,75.0,yes,no,2.0,3.0,Always,no,3.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 6448,Male,25.879411,1.77558,114.144378,yes,yes,2.0,3.0,Sometimes,no,2.875583,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 6449,Male,23.0,1.673287,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.12228,no,Public_Transportation,Obesity_Type_I 6450,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6451,Male,21.0,1.56,62.0,no,no,2.0,3.0,no,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6452,Male,21.0,1.708071,75.0,yes,yes,2.714447,3.0,Sometimes,no,1.636326,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6453,Female,18.0,1.58,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6454,Male,33.015258,1.834986,97.813023,yes,yes,2.066101,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 6455,Male,30.02019,1.752863,111.95611,yes,yes,2.9553,3.0,Sometimes,no,1.859089,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 6456,Female,18.024744,1.618686,84.191125,yes,yes,2.14128,3.0,Sometimes,no,2.987718,no,0.057758,0.313016,no,Public_Transportation,Obesity_Type_I 6457,Male,19.137495,1.700038,86.413388,yes,yes,2.0,3.0,Sometimes,no,2.136159,no,0.780117,0.999268,Sometimes,Public_Transportation,Overweight_Level_I 6458,Female,25.97731,1.632983,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,0.001272,0.545993,Sometimes,Public_Transportation,Obesity_Type_III 6459,Male,23.154311,1.709731,75.970712,yes,yes,2.104105,3.891994,Sometimes,no,1.80996,no,0.923428,0.160138,Sometimes,Public_Transportation,Overweight_Level_I 6460,Male,33.049121,1.781251,97.544696,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Obesity_Type_I 6461,Male,18.0,1.721348,79.414603,yes,no,1.369529,3.0,Sometimes,no,1.979833,no,0.094851,1.258881,no,Public_Transportation,Overweight_Level_II 6462,Female,26.0,1.640741,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 6463,Female,31.62638,1.745528,82.470375,yes,yes,2.0,3.0,Sometimes,no,1.031354,no,0.922739,0.0,Sometimes,Automobile,Overweight_Level_I 6464,Male,28.404332,1.716289,83.314157,yes,yes,2.0,2.95833,Sometimes,no,2.0,no,0.0,0.894105,Sometimes,Automobile,Overweight_Level_II 6465,Female,22.0,1.63,64.0,yes,yes,3.0,3.0,Always,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 6466,Female,19.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Insufficient_Weight 6467,Female,22.884722,1.634342,82.0,yes,yes,1.096455,3.0,Sometimes,no,2.869439,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6468,Female,19.758286,1.673352,49.125955,no,yes,3.0,3.281391,Frequently,no,1.0,no,1.995582,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6469,Female,25.540865,1.699793,104.808542,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.143955,0.792496,Sometimes,Public_Transportation,Obesity_Type_III 6470,Female,26.0,1.639251,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,0.0,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 6471,Male,30.945369,1.783914,120.009392,yes,yes,2.328469,3.0,Sometimes,no,2.002495,no,1.089344,0.775378,Sometimes,Public_Transportation,Obesity_Type_II 6472,Male,18.0,1.7,83.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6473,Female,41.0,1.5,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6474,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.0,0.051268,Sometimes,Public_Transportation,Obesity_Type_III 6475,Male,21.0,1.85,96.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6476,Female,21.0,1.61,72.748903,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6477,Male,21.0,1.62,69.0,no,yes,1.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6478,Female,19.0,1.52,42.0,no,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6479,Male,25.0,1.8,114.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 6480,Female,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 6481,Male,38.523646,1.75596,118.424156,yes,yes,2.393837,3.0,Sometimes,no,2.01897,no,0.665439,0.0,Sometimes,Automobile,Obesity_Type_II 6482,Male,17.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 6483,Female,25.994949,1.623303,108.316462,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.000454,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 6484,Male,23.94003,1.738397,83.986714,yes,yes,2.0,2.845307,Sometimes,no,2.0,no,0.788585,0.890213,Sometimes,Public_Transportation,Overweight_Level_II 6485,Male,21.760734,1.758628,54.98774,yes,yes,2.843709,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 6486,Male,25.493586,1.86198,118.533246,yes,yes,2.191108,3.0,Sometimes,no,2.0,no,1.076094,1.59257,Sometimes,Public_Transportation,Obesity_Type_II 6487,Female,21.02064,1.677573,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6488,Male,22.667596,1.836592,96.875502,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.210736,1.922364,Sometimes,Public_Transportation,Overweight_Level_II 6489,Male,23.0,1.781251,80.0,yes,yes,2.0,1.418985,Sometimes,no,2.01051,no,0.654316,0.0,no,Automobile,Obesity_Type_I 6490,Male,19.795269,1.79,87.861431,yes,yes,2.332074,3.0,Sometimes,no,2.999495,yes,2.405963,0.997202,Sometimes,Public_Transportation,Overweight_Level_I 6491,Female,21.285965,1.729099,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.537639,0.824607,Sometimes,Public_Transportation,Obesity_Type_III 6492,Male,19.920629,1.835381,85.803809,yes,yes,1.650505,3.546352,Sometimes,no,2.287248,no,0.987591,0.920858,Sometimes,Public_Transportation,Overweight_Level_I 6493,Male,21.01245,1.611822,70.0,yes,yes,2.0,1.873484,Sometimes,no,1.310074,yes,0.899864,0.937492,Sometimes,Public_Transportation,Overweight_Level_I 6494,Male,26.774115,1.829239,118.332689,yes,yes,2.935157,3.0,Sometimes,no,2.0,no,0.826609,1.886855,Sometimes,Public_Transportation,Obesity_Type_II 6495,Male,18.0,1.8,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6496,Male,21.0,1.71,75.0,no,yes,3.0,1.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6497,Female,26.0,1.641209,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 6498,Female,17.0,1.63,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6499,Male,24.481032,1.603842,100.642257,yes,yes,2.0,1.835543,Sometimes,no,1.0,no,1.162519,1.665621,no,Public_Transportation,Obesity_Type_II 6500,Female,19.758286,1.59559,42.848033,no,no,2.530066,2.977909,Frequently,no,1.254589,yes,0.783676,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6501,Male,21.056059,1.65,88.026943,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.079524,0.0,no,Public_Transportation,Obesity_Type_I 6502,Female,26.0,1.641132,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 6503,Female,19.0,1.6,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 6504,Male,31.255587,1.872561,121.835883,yes,yes,2.826251,2.675411,Sometimes,no,2.357969,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6505,Male,30.62865,1.765464,118.363376,yes,yes,2.333503,3.0,Sometimes,no,1.229171,no,0.6081,0.173232,Sometimes,Automobile,Obesity_Type_II 6506,Female,19.693804,1.627839,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.721356,no,1.465909,0.620465,Sometimes,Public_Transportation,Obesity_Type_III 6507,Male,30.910511,1.792998,120.919703,yes,yes,2.938801,3.0,Sometimes,no,2.0,no,0.0,1.541455,Sometimes,Automobile,Obesity_Type_II 6508,Female,19.0,1.55,45.0,no,yes,3.0,1.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6509,Male,30.554956,1.758618,118.424156,yes,yes,2.312528,3.0,Sometimes,no,2.141271,no,0.882709,1.333559,Sometimes,Automobile,Obesity_Type_II 6510,Male,17.0,1.7,66.5,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Walking,Normal_Weight 6511,Female,26.0,1.640125,111.838266,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.0,0.16779,Sometimes,Public_Transportation,Obesity_Type_III 6512,Male,21.0,1.65,70.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 6513,Male,27.0,1.75,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 6514,Female,18.112503,1.801746,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,1.993666,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 6515,Female,19.027417,1.625236,73.738486,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.892922,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6516,Male,25.512048,1.77219,114.144378,yes,yes,2.619987,3.0,Sometimes,no,2.109697,no,1.414209,0.052942,Sometimes,Public_Transportation,Obesity_Type_II 6517,Female,27.0,1.59,78.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6518,Female,19.850524,1.699818,45.0,no,no,3.0,3.0,Frequently,no,2.450069,no,0.658894,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6519,Female,25.95774,1.605404,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.226764,no,0.162083,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 6520,Female,22.087056,1.606066,82.039,yes,yes,1.588114,1.355354,Sometimes,no,2.111908,no,0.0,0.561602,no,Public_Transportation,Obesity_Type_I 6521,Male,30.610436,1.771915,120.549592,yes,yes,2.225149,3.0,Sometimes,no,2.358038,no,0.863158,0.315918,Sometimes,Automobile,Obesity_Type_II 6522,Male,18.0,1.7,78.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 6523,Female,18.0,1.56,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6524,Female,26.0,1.643332,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 6525,Male,31.327609,1.868127,121.657979,yes,yes,2.79166,2.988539,Sometimes,yes,2.0,no,1.281165,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6526,Female,20.0,1.53,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6527,Female,23.0,1.67,50.0,yes,no,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 6528,Female,18.0,1.71,50.0,no,no,3.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6529,Female,20.954955,1.819296,121.658729,yes,yes,3.0,3.0,Sometimes,no,2.598632,no,1.655488,0.967919,Sometimes,Public_Transportation,Obesity_Type_III 6530,Female,19.0,1.567756,79.349221,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.801322,no,Public_Transportation,Obesity_Type_I 6531,Male,18.0,1.8,80.0,yes,yes,3.0,4.0,Sometimes,no,3.0,yes,3.0,2.0,Sometimes,Walking,Overweight_Level_I 6532,Male,21.721507,1.851326,88.633616,yes,yes,2.0,3.0,Sometimes,no,2.079131,no,2.0,0.208323,Sometimes,Public_Transportation,Overweight_Level_I 6533,Female,21.624552,1.748951,133.259033,yes,yes,3.0,3.0,Sometimes,no,2.247979,no,1.562213,0.849503,Sometimes,Public_Transportation,Obesity_Type_III 6534,Male,30.304203,1.753389,103.669116,yes,yes,2.432355,2.849347,Sometimes,no,1.846441,no,1.293396,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6535,Male,19.090023,1.8,87.083266,yes,yes,2.0,3.0,Sometimes,no,2.771469,no,0.0,1.443328,Sometimes,Public_Transportation,Overweight_Level_I 6536,Female,19.86997,1.64639,80.113493,yes,yes,2.0,3.0,Sometimes,no,2.387945,no,0.0,1.922364,Sometimes,Public_Transportation,Overweight_Level_I 6537,Female,19.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6538,Male,25.19291,1.789992,112.010504,yes,yes,2.312528,3.0,Sometimes,no,2.0,no,1.330519,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 6539,Male,25.846279,1.773521,114.480696,yes,yes,2.938616,3.0,Sometimes,no,2.116399,no,1.360994,0.079334,Sometimes,Public_Transportation,Obesity_Type_II 6540,Male,24.443011,1.717722,84.390877,yes,yes,2.0,2.677693,Sometimes,no,2.056053,no,0.0,0.444532,Sometimes,Public_Transportation,Overweight_Level_II 6541,Male,21.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Automobile,Overweight_Level_I 6542,Female,39.0,1.73,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 6543,Male,31.255587,1.750085,118.277657,yes,yes,2.119643,3.0,Sometimes,no,2.024035,no,0.979306,1.119877,Sometimes,Automobile,Obesity_Type_II 6544,Female,22.874658,1.675979,82.0,yes,yes,2.0,1.068196,Sometimes,no,2.0,no,0.0,0.413663,Sometimes,Public_Transportation,Obesity_Type_I 6545,Male,31.0,1.78,78.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 6546,Female,20.880161,1.621048,72.105856,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.66639,1.0,no,Public_Transportation,Overweight_Level_II 6547,Male,36.67933,1.758382,109.207614,yes,yes,2.262292,2.920373,Sometimes,no,1.0,no,1.094839,0.0,Sometimes,Automobile,Obesity_Type_II 6548,Female,22.336216,1.607288,82.967937,yes,yes,1.972545,1.0,Sometimes,no,2.0,no,0.0,1.382906,no,Public_Transportation,Obesity_Type_I 6549,Female,33.009285,1.688426,77.601483,yes,yes,2.0,1.097312,Sometimes,no,2.976229,no,0.0,1.0,no,Automobile,Overweight_Level_II 6550,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Normal_Weight 6551,Female,26.0,1.641601,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 6552,Female,22.846357,1.655646,121.253083,yes,yes,3.0,3.0,Sometimes,no,2.495851,no,1.141708,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 6553,Male,21.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 6554,Female,25.96701,1.632896,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.490613,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 6555,Male,21.680123,1.819614,106.49141,yes,yes,2.0,2.849347,Sometimes,no,2.133876,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6556,Male,27.266287,1.909105,129.232216,yes,yes,2.637202,3.0,Sometimes,no,1.483856,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6557,Male,24.0,1.78,68.0,no,no,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6558,Male,22.285024,1.849003,121.414744,yes,yes,3.0,2.595126,Sometimes,no,2.030084,no,0.917563,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6559,Female,26.0,1.631856,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 6560,Female,21.0,1.59,60.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6561,Male,24.417552,1.874519,121.244969,yes,yes,2.630137,2.695396,Sometimes,no,2.960088,no,1.356468,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6562,Female,21.680123,1.753321,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.208142,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 6563,Male,30.577944,1.783953,120.613561,yes,yes,2.995599,3.0,Sometimes,no,2.297896,no,0.565242,0.921991,Sometimes,Automobile,Obesity_Type_II 6564,Male,21.029633,1.71266,75.0,yes,yes,3.0,3.0,Sometimes,no,1.844645,no,0.732186,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6565,Female,24.271206,1.669701,113.90506,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.38926,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 6566,Male,23.454558,1.812919,120.344402,yes,yes,2.630137,3.0,Sometimes,no,2.357969,no,1.586525,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 6567,Female,18.0,1.74,87.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 6568,Male,17.052914,1.710616,99.860254,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.033745,0.894105,no,Public_Transportation,Obesity_Type_I 6569,Female,21.0,1.6,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6570,Female,21.232659,1.694726,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.699675,no,1.999836,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 6571,Male,23.779235,1.769269,96.875502,yes,yes,2.0,2.794156,Sometimes,no,2.0,no,0.0,1.74992,no,Public_Transportation,Obesity_Type_I 6572,Male,26.032416,1.855543,105.138073,yes,yes,3.0,3.0,Sometimes,no,2.480277,no,2.0,1.58483,Sometimes,Public_Transportation,Obesity_Type_I 6573,Female,26.0,1.62495,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 6574,Male,22.0,1.691303,80.555875,yes,yes,2.0,2.87747,Sometimes,no,2.0,no,2.0,1.441605,no,Public_Transportation,Overweight_Level_II 6575,Male,23.0,1.78,78.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6576,Female,26.0,1.640741,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 6577,Male,17.729923,1.896734,59.258372,yes,yes,2.910345,1.014916,Sometimes,no,2.973729,no,2.0,0.371941,no,Automobile,Insufficient_Weight 6578,Male,24.001685,1.792998,120.098812,yes,yes,2.392179,3.0,Sometimes,no,2.006167,no,1.19102,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 6579,Female,21.0,1.61,63.0,yes,yes,1.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6580,Male,20.0,1.71,71.0,yes,yes,2.0,4.0,Always,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6581,Female,22.980957,1.610863,82.528575,yes,yes,1.631144,1.0,Sometimes,no,2.0,no,0.82666,0.631422,no,Public_Transportation,Obesity_Type_I 6582,Male,25.540865,1.869098,106.421042,yes,yes,1.123939,3.0,Sometimes,no,2.640483,no,1.998047,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6583,Male,22.336216,1.773664,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.356288,1.0,Sometimes,Public_Transportation,Obesity_Type_II 6584,Female,20.9859,1.5,41.557468,yes,yes,2.282803,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 6585,Male,21.0,1.85,105.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6586,Male,18.0,1.8,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6587,Male,18.0,1.755507,52.514302,no,yes,2.927218,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6588,Male,18.0,1.761008,51.607091,yes,no,2.871137,3.0,Sometimes,no,1.630528,no,1.442485,0.554072,Sometimes,Public_Transportation,Insufficient_Weight 6589,Female,19.272573,1.675446,45.0,no,no,3.0,3.520555,Frequently,no,1.0,yes,1.683957,0.114716,Sometimes,Public_Transportation,Insufficient_Weight 6590,Male,21.0,1.68,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6591,Male,36.023972,1.765464,117.651046,yes,yes,2.032883,3.0,Sometimes,no,1.78471,no,0.641954,0.0,Sometimes,Automobile,Obesity_Type_II 6592,Male,21.077356,1.791315,89.98168,yes,yes,1.972545,1.163666,Sometimes,no,2.0,no,0.0,0.471663,Sometimes,Public_Transportation,Overweight_Level_I 6593,Female,26.0,1.652674,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 6594,Male,22.740275,1.774647,120.082941,yes,yes,2.766036,3.0,Sometimes,no,2.0,no,1.320065,1.0,Sometimes,Public_Transportation,Obesity_Type_II 6595,Female,25.966504,1.614668,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.162279,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 6596,Female,21.0,1.65,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6597,Male,18.0,1.78,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6598,Male,21.0,1.68,69.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6599,Male,25.957922,1.780731,112.957922,yes,yes,2.323351,3.0,Sometimes,no,2.15687,no,1.17116,0.028583,Sometimes,Automobile,Obesity_Type_II 6600,Female,26.0,1.640125,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.152713,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 6601,Female,26.0,1.626449,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 6602,Female,25.526746,1.678201,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.368457,no,0.162279,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 6603,Male,23.245408,1.755938,119.373019,yes,yes,2.766612,3.0,Sometimes,no,2.078011,no,0.486006,0.360986,Sometimes,Public_Transportation,Obesity_Type_II 6604,Female,25.42724,1.63302,105.42724,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,0.01437,0.393937,Sometimes,Public_Transportation,Obesity_Type_III 6605,Male,18.0,1.786997,52.09432,yes,yes,1.317729,3.0,Sometimes,no,1.163264,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6606,Male,19.0,1.74,75.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_I 6607,Female,26.0,1.633945,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 6608,Male,30.520854,1.796332,125.973927,yes,yes,2.9673,3.0,Sometimes,no,1.0,no,1.866839,0.526999,Sometimes,Public_Transportation,Obesity_Type_II 6609,Male,24.082589,1.610647,100.642257,yes,yes,2.997524,1.154318,Sometimes,no,1.458545,no,1.928275,1.665621,no,Public_Transportation,Obesity_Type_II 6610,Female,21.0,1.63,66.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,2.0,0.0,no,Public_Transportation,Overweight_Level_I 6611,Female,26.0,1.7,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.262171,0.0,Frequently,Public_Transportation,Overweight_Level_I 6612,Female,21.413498,1.75655,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,1.536555,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 6613,Female,28.377958,1.696954,78.156035,yes,yes,3.0,3.0,Sometimes,no,2.166024,no,0.0,0.0,no,Automobile,Overweight_Level_II 6614,Male,25.0,1.75,86.0,no,yes,2.0,4.0,Frequently,no,3.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 6615,Female,26.0,1.62456,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 6616,Male,27.757187,1.709731,83.016968,yes,yes,2.0,1.0,Sometimes,no,1.698767,no,1.0,0.394533,no,Public_Transportation,Overweight_Level_II 6617,Female,17.06713,1.755507,51.442293,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.46229,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6618,Female,21.0,1.62,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6619,Male,21.098035,1.703098,98.54302,yes,yes,2.0,2.434347,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 6620,Female,19.0,1.58,75.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6621,Female,23.018443,1.649439,83.986895,yes,yes,2.0,2.975362,Sometimes,no,2.025279,no,2.0,0.41322,no,Public_Transportation,Obesity_Type_I 6622,Male,17.580627,1.791415,55.01045,yes,yes,2.897899,3.914454,Sometimes,no,2.976672,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 6623,Female,21.0,1.65,88.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6624,Male,17.06713,1.7,50.0,no,yes,2.133964,3.0,Sometimes,no,2.0,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6625,Male,18.0,1.85,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Automobile,Obesity_Type_I 6626,Female,18.0,1.62,55.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 6627,Female,28.0,1.61,64.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 6628,Female,21.840654,1.719913,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.608128,no,1.637368,0.921136,Sometimes,Public_Transportation,Obesity_Type_III 6629,Male,31.689773,1.76569,120.082941,yes,yes,2.57649,3.0,Sometimes,no,2.173279,no,1.48524,1.578517,Sometimes,Automobile,Obesity_Type_II 6630,Male,21.0,1.74,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6631,Male,20.586978,1.781543,102.910613,yes,yes,2.0,1.134042,Sometimes,no,1.0,no,0.0,1.551934,no,Public_Transportation,Obesity_Type_I 6632,Female,29.0,1.5,50.0,no,yes,3.0,4.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 6633,Female,19.0,1.51,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 6634,Female,22.978655,1.660446,51.457226,yes,yes,3.0,3.0,Frequently,no,1.947935,no,1.392406,0.828549,no,Public_Transportation,Insufficient_Weight 6635,Male,37.631769,1.75,118.533246,yes,yes,2.247795,3.0,Sometimes,no,2.022933,no,0.838739,0.0,Sometimes,Automobile,Obesity_Type_II 6636,Male,22.815416,1.757961,106.042142,yes,yes,2.992606,3.0,Sometimes,no,2.326635,no,1.910577,0.767468,Sometimes,Public_Transportation,Obesity_Type_I 6637,Male,24.825393,1.825449,120.901591,yes,yes,2.01695,3.0,Sometimes,no,2.548527,no,0.94141,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 6638,Female,19.993565,1.716545,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.258881,no,Public_Transportation,Overweight_Level_II 6639,Male,25.486521,1.772045,114.480696,yes,yes,2.206276,3.0,Sometimes,no,2.081719,no,1.92628,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6640,Male,21.0,1.62,70.0,no,yes,1.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6641,Male,18.0,1.8,60.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6642,Female,19.317148,1.71146,49.650897,no,yes,2.927218,3.576103,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6643,Female,38.895069,1.549257,80.0,yes,yes,2.0,3.0,Sometimes,no,1.992548,no,0.359134,0.0,Sometimes,Automobile,Obesity_Type_I 6644,Male,22.0,1.8,91.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Automobile,Overweight_Level_II 6645,Female,20.891491,1.748313,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.624981,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 6646,Male,24.0,1.8,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6647,Female,19.300435,1.65,49.649613,no,yes,3.0,3.754599,Sometimes,no,1.692112,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6648,Male,28.977792,1.829142,59.933015,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 6649,Male,24.475242,1.707968,85.302146,yes,yes,2.737762,3.0,Sometimes,no,2.0,no,0.451078,0.630866,Sometimes,Public_Transportation,Overweight_Level_II 6650,Male,22.0,1.62,53.0,yes,no,2.0,3.0,Frequently,no,1.0,no,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6651,Female,18.04892,1.817641,56.307019,no,yes,3.0,2.900915,Sometimes,no,1.251715,no,2.0,0.480813,Sometimes,Automobile,Insufficient_Weight 6652,Male,27.562425,1.82697,120.980508,yes,yes,2.938616,3.0,Sometimes,no,2.315608,no,1.058378,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6653,Female,22.0,1.68,73.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 6654,Male,30.0,1.75,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 6655,Female,18.128249,1.622787,82.552997,yes,yes,1.836554,1.355354,Sometimes,no,1.992548,no,0.0,1.836853,Sometimes,Public_Transportation,Obesity_Type_I 6656,Male,26.0,1.93,84.0,no,no,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 6657,Female,37.0,1.5,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6658,Male,28.393111,1.834715,117.582959,yes,yes,2.964419,2.732331,Sometimes,no,1.927976,no,0.903369,1.0,Sometimes,Automobile,Obesity_Type_II 6659,Male,20.0,1.6,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6660,Female,21.895468,1.729719,135.693381,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.469928,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 6661,Male,19.633898,1.804099,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.295759,0.0,no,Public_Transportation,Overweight_Level_I 6662,Female,22.0,1.61,53.8,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 6663,Female,18.0,1.58,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6664,Male,25.994949,1.782722,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.046766,no,0.00342,0.063005,Sometimes,Public_Transportation,Obesity_Type_I 6665,Female,25.991952,1.603404,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.210351,0.593917,Sometimes,Public_Transportation,Obesity_Type_III 6666,Female,26.0,1.624134,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 6667,Male,25.136116,1.784994,114.470482,yes,yes,2.23372,3.0,Sometimes,no,2.06039,no,1.097983,0.838957,Sometimes,Public_Transportation,Obesity_Type_II 6668,Male,24.317607,1.75,119.434645,yes,yes,2.919526,3.0,Sometimes,no,2.0,no,1.15804,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 6669,Female,26.0,1.641918,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 6670,Female,23.0,1.56,53.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6671,Female,37.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6672,Female,21.0,1.63,54.5,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6673,Male,22.832105,1.65,94.094184,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.322405,no,Public_Transportation,Obesity_Type_I 6674,Female,21.282238,1.745644,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.879402,no,1.508897,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 6675,Female,25.976209,1.635062,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.660614,no,0.027101,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 6676,Female,18.0,1.65,80.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 6677,Male,33.049121,1.731389,84.493156,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 6678,Male,31.689773,1.75,119.087557,yes,yes,2.9673,3.0,Sometimes,no,2.017602,no,0.955317,0.001716,Sometimes,Automobile,Obesity_Type_II 6679,Female,19.0,1.5,50.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6680,Male,20.0,1.68,66.5,no,no,3.0,3.0,Always,no,2.0,no,0.0,0.0,Frequently,Public_Transportation,Normal_Weight 6681,Male,32.895637,1.691007,103.743534,yes,yes,2.871016,1.734762,Sometimes,no,1.0,no,0.979306,0.0,no,Automobile,Obesity_Type_II 6682,Male,22.0,1.7,83.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 6683,Female,23.0,1.507106,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.994592,1.905826,Sometimes,Public_Transportation,Overweight_Level_I 6684,Male,23.0,1.76,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 6685,Male,23.141402,1.764138,121.248035,yes,yes,3.0,2.695396,Sometimes,no,2.628816,no,0.451009,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6686,Female,20.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 6687,Male,20.0,1.72,75.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6688,Female,37.524551,1.641149,84.729197,yes,yes,2.0,3.0,Sometimes,no,2.776724,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 6689,Female,26.0,1.65782,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,0.0,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 6690,Male,23.0,1.85,70.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Bike,Normal_Weight 6691,Female,20.871667,1.811602,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.302506,no,1.999897,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 6692,Male,25.058566,1.758398,113.089716,yes,yes,1.108663,3.0,Sometimes,no,2.004126,no,1.425712,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 6693,Male,24.079524,1.762887,116.160329,yes,yes,2.403421,3.0,Sometimes,no,2.0,no,1.612741,0.613902,Sometimes,Public_Transportation,Obesity_Type_II 6694,Male,21.81119,1.810427,105.254354,yes,yes,2.0,3.0,Sometimes,no,2.425927,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6695,Male,25.955361,1.611462,69.743323,yes,yes,2.048216,3.0,Sometimes,no,2.0,no,0.520407,1.466496,no,Public_Transportation,Overweight_Level_I 6696,Female,26.0,1.624134,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 6697,Male,23.0,1.75,125.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 6698,Female,25.0,1.65,62.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6699,Female,19.0,1.61,45.0,no,no,3.0,3.0,Sometimes,no,1.0,yes,2.0,0.0,no,Public_Transportation,Insufficient_Weight 6700,Female,25.97731,1.629442,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.524432,no,0.017804,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 6701,Female,19.749627,1.737984,49.928447,no,yes,2.927218,3.0,Sometimes,no,1.964435,no,0.878414,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6702,Male,23.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6703,Female,19.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 6704,Female,18.0,1.699818,91.363293,yes,yes,1.053534,3.0,Sometimes,no,1.85537,no,1.0,1.783319,no,Public_Transportation,Obesity_Type_I 6705,Male,29.970445,1.839699,118.363376,yes,yes,2.92711,1.792695,Sometimes,no,2.347322,no,0.987521,1.441605,Sometimes,Public_Transportation,Obesity_Type_II 6706,Male,18.0,1.799779,108.934574,yes,yes,2.0,2.164839,Sometimes,no,2.092326,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6707,Female,21.238416,1.729045,131.929712,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.472172,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 6708,Male,21.963628,1.633316,96.078462,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 6709,Female,18.94093,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.464674,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 6710,Female,32.0,1.65,73.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 6711,Male,20.0,1.65,100.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 6712,Male,23.0,1.78,89.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_I 6713,Male,18.068767,1.757961,51.132809,yes,yes,2.658112,3.0,Sometimes,no,2.0,no,0.512094,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6714,Male,21.938831,1.835381,105.000576,yes,yes,2.294067,3.0,Sometimes,no,2.495944,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6715,Female,23.806789,1.694633,84.451423,yes,yes,2.061969,3.0,Sometimes,no,2.515765,no,2.077653,0.393358,no,Public_Transportation,Obesity_Type_I 6716,Male,37.056193,1.793174,118.165082,yes,yes,2.907542,3.0,Sometimes,no,2.640483,no,0.882709,0.0,Sometimes,Automobile,Obesity_Type_II 6717,Male,22.396504,1.807538,105.036075,yes,yes,2.0,3.0,Sometimes,no,2.269564,no,0.0,0.459759,Sometimes,Public_Transportation,Obesity_Type_I 6718,Male,17.0,1.85,59.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 6719,Male,17.0,1.7,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Automobile,Obesity_Type_I 6720,Female,25.470652,1.683502,104.807284,yes,yes,3.0,3.0,Sometimes,no,1.423073,no,0.197993,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 6721,Male,19.0,1.67,60.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 6722,Female,21.81119,1.7456,131.866734,yes,yes,3.0,3.0,Sometimes,no,1.409444,no,1.910432,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 6723,Male,21.353237,1.791615,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.062932,0.14451,Sometimes,Public_Transportation,Obesity_Type_I 6724,Female,26.0,1.65782,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 6725,Male,28.363149,1.793476,112.725005,yes,yes,1.99953,3.0,Sometimes,no,2.0,no,1.123931,0.292956,Sometimes,Public_Transportation,Obesity_Type_II 6726,Male,24.0,1.7,87.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6727,Female,17.0,1.7,48.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6728,Male,22.889099,1.792646,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.553198,no,0.0,0.150969,Sometimes,Public_Transportation,Obesity_Type_I 6729,Male,21.0,1.8,93.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 6730,Female,31.673882,1.55,71.602622,yes,yes,2.0,3.0,Sometimes,no,1.221281,no,0.736032,0.0,Sometimes,Automobile,Overweight_Level_I 6731,Female,17.925497,1.673394,49.804245,no,yes,2.13683,3.0,Sometimes,no,1.879381,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6732,Male,18.0,1.697421,52.058335,yes,yes,3.0,3.0,Sometimes,no,1.77962,no,0.0,1.922364,no,Public_Transportation,Insufficient_Weight 6733,Female,21.0,1.66,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6734,Female,17.0,1.62,53.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6735,Male,18.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6736,Female,18.945961,1.65,89.251639,yes,yes,2.38695,3.0,Sometimes,no,2.480555,no,0.0,0.014885,no,Public_Transportation,Obesity_Type_I 6737,Male,22.285024,1.747739,116.669906,yes,yes,1.947495,2.806341,Sometimes,no,2.357978,no,0.932783,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6738,Male,41.0,1.78,97.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Automobile,Obesity_Type_I 6739,Female,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6740,Female,17.767432,1.716289,50.0,no,yes,2.959658,2.401341,Sometimes,no,1.0,yes,0.8554,0.646514,Sometimes,Public_Transportation,Insufficient_Weight 6741,Male,31.426573,1.84342,121.310257,yes,yes,2.185938,3.0,Sometimes,no,2.154898,no,0.886817,0.0,Sometimes,Automobile,Obesity_Type_II 6742,Female,24.063874,1.722606,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.564618,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 6743,Male,20.0,1.69,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 6744,Female,17.0,1.67,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6745,Female,19.0,1.58,49.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6746,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6747,Female,21.0,1.66,58.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6748,Female,18.0,1.54,40.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 6749,Male,21.0,1.7,75.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Frequently,Automobile,Overweight_Level_I 6750,Male,22.277859,1.701634,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.133469,no,1.05545,1.865851,no,Public_Transportation,Obesity_Type_I 6751,Female,18.611197,1.786794,138.202869,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.827506,0.805008,Sometimes,Public_Transportation,Obesity_Type_III 6752,Female,19.0,1.63,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6753,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6754,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6755,Male,17.0,1.819557,60.0,yes,yes,2.0,3.0,Sometimes,no,2.975527,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6756,Male,18.0,1.75,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 6757,Female,21.0,1.56,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6758,Male,20.0,1.83,84.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6759,Male,18.038422,1.721903,52.058335,yes,yes,2.824559,3.0,Sometimes,no,2.0,no,0.0,1.525597,Sometimes,Public_Transportation,Insufficient_Weight 6760,Male,19.0,1.8,85.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6761,Male,32.895637,1.87034,122.813033,yes,yes,2.397284,3.0,Sometimes,no,1.0,no,0.800487,0.0,no,Automobile,Obesity_Type_II 6762,Female,23.0,1.58,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6763,Male,22.0,1.62,58.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 6764,Male,26.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 6765,Female,26.0,1.630927,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 6766,Female,23.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 6767,Male,27.0,1.78,99.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 6768,Male,24.511445,1.909188,121.204668,yes,yes,2.911312,2.883984,Sometimes,no,1.383894,no,0.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6769,Male,25.550506,1.771817,113.077187,yes,yes,1.528331,3.0,Sometimes,no,2.001208,no,1.0,0.001867,Sometimes,Public_Transportation,Obesity_Type_II 6770,Male,22.832105,1.773521,89.868784,yes,yes,1.99953,2.877583,Sometimes,no,2.0,no,0.0,0.208323,Sometimes,Public_Transportation,Overweight_Level_II 6771,Male,23.0,1.730199,78.434492,yes,yes,2.058687,2.832018,Sometimes,no,2.358088,no,0.706287,0.023564,Sometimes,Public_Transportation,Overweight_Level_II 6772,Male,23.0,1.8,90.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6773,Male,33.0,1.7,97.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 6774,Female,16.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6775,Female,21.0,1.63,70.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 6776,Male,16.198153,1.849425,59.409018,yes,yes,2.146598,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6777,Male,18.634286,1.759117,80.0,yes,yes,2.070964,1.411808,Sometimes,no,2.732331,no,2.89118,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6778,Female,26.0,1.641098,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 6779,Female,21.832995,1.735659,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.855054,no,1.977929,0.854957,Sometimes,Public_Transportation,Obesity_Type_III 6780,Female,26.0,1.694726,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.732265,Sometimes,Public_Transportation,Obesity_Type_III 6781,Female,18.0,1.681394,50.664459,yes,yes,3.0,3.0,Sometimes,no,1.810738,no,0.917014,0.7702,Sometimes,Public_Transportation,Insufficient_Weight 6782,Male,19.0,1.8,85.0,no,yes,3.0,4.0,Frequently,no,3.0,no,1.0,0.0,no,Walking,Overweight_Level_I 6783,Female,26.0,1.751278,112.835195,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 6784,Female,26.0,1.629727,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 6785,Male,33.0,1.83,85.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 6786,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 6787,Male,23.0,1.7,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6788,Male,28.421533,1.765188,113.451224,yes,yes,1.317729,3.0,Sometimes,no,2.092326,no,0.324913,0.631422,Sometimes,Automobile,Obesity_Type_II 6789,Male,19.0,1.85,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6790,Female,21.0,1.61,68.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6791,Male,30.699119,1.75,119.373019,yes,yes,2.585942,3.0,Sometimes,no,2.31083,no,1.981154,1.510609,Sometimes,Automobile,Obesity_Type_II 6792,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6793,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6794,Female,20.0,1.55,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6795,Male,19.0,1.8,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6796,Male,25.706285,1.757961,112.776612,yes,yes,1.036159,1.0,Sometimes,no,2.0,no,1.0,0.001716,Sometimes,Public_Transportation,Obesity_Type_I 6797,Male,20.0,1.88,95.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 6798,Male,21.0,1.84,122.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 6799,Male,23.0,1.75,70.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 6800,Female,22.0,1.67,77.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Walking,Overweight_Level_II 6801,Male,22.0,1.707259,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.343044,Sometimes,Public_Transportation,Overweight_Level_I 6802,Male,24.417552,1.737453,98.447311,yes,yes,2.81646,2.271734,Sometimes,no,2.721769,no,0.0,1.443328,Sometimes,Public_Transportation,Overweight_Level_II 6803,Female,24.0,1.6,57.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 6804,Female,17.0,1.63,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Bike,Normal_Weight 6805,Male,17.0,1.9,99.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,no,Walking,Obesity_Type_I 6806,Female,19.0,1.53161,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6807,Male,30.02019,1.762921,112.010504,yes,yes,2.225149,3.0,Sometimes,no,2.023328,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 6808,Male,23.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 6809,Male,18.0,1.87,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Insufficient_Weight 6810,Male,35.0,1.8,91.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 6811,Male,23.0,1.82,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6812,Female,18.0,1.6,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6813,Female,25.986368,1.663632,105.122109,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.010183,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 6814,Male,31.62638,1.886109,125.064264,yes,yes,2.562687,3.0,Sometimes,yes,1.655245,no,1.0,1.36595,Sometimes,Public_Transportation,Obesity_Type_II 6815,Male,20.941943,1.694439,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 6816,Male,19.0,1.638085,70.0,no,yes,2.0,1.0,no,no,2.0,no,0.729898,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6817,Female,25.976209,1.623812,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.110174,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 6818,Female,27.0,1.54,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 6819,Female,26.0,1.682253,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.026858,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 6820,Male,21.0,1.72,70.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6821,Male,24.497373,1.65,99.540122,yes,yes,2.636719,2.806341,Sometimes,no,1.0,no,1.879818,0.0,no,Public_Transportation,Obesity_Type_II 6822,Female,21.491055,1.792378,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.358088,no,0.985872,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 6823,Male,25.95774,1.762461,115.531622,yes,yes,2.323003,3.0,Sometimes,no,2.154326,no,1.989316,0.586163,Sometimes,Public_Transportation,Obesity_Type_II 6824,Male,25.498751,1.765188,114.470482,yes,yes,2.341133,3.0,Sometimes,no,2.113831,no,0.747528,0.76906,Sometimes,Public_Transportation,Obesity_Type_II 6825,Male,33.0,1.75,113.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_II 6826,Female,20.0,1.7,85.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 6827,Female,22.738935,1.616975,82.414477,yes,yes,2.319648,3.0,Sometimes,no,2.707201,no,0.654316,0.276319,no,Public_Transportation,Obesity_Type_I 6828,Male,21.334585,1.814186,106.320686,yes,yes,2.0,3.0,Sometimes,no,1.274774,no,2.7243,1.672508,no,Public_Transportation,Obesity_Type_I 6829,Male,29.883021,1.708742,112.438508,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.74288,Sometimes,Automobile,Obesity_Type_II 6830,Female,26.0,1.633945,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,0.029728,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 6831,Male,21.798856,1.830384,105.479313,yes,yes,2.465575,3.0,Sometimes,no,2.480277,no,2.0,0.555967,Sometimes,Public_Transportation,Obesity_Type_I 6832,Male,18.0,1.753349,111.9307,yes,yes,2.0,3.0,Sometimes,no,2.881677,no,0.0,0.289218,no,Public_Transportation,Obesity_Type_I 6833,Female,26.0,1.621231,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 6834,Male,19.524698,1.848294,85.833029,yes,yes,2.555401,3.098399,Sometimes,no,2.957821,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6835,Female,18.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 6836,Female,19.0,1.6,60.0,yes,yes,3.0,1.0,Always,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6837,Male,21.0,1.65,98.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 6838,Female,21.798856,1.686904,50.890363,no,no,2.923433,3.754599,Frequently,no,1.0,no,0.305422,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6839,Female,21.572114,1.724983,133.281333,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,1.427037,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 6840,Female,22.580038,1.627908,82.628,yes,yes,1.188089,3.0,Sometimes,no,2.028426,no,2.511157,0.725222,Sometimes,Public_Transportation,Overweight_Level_I 6841,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6842,Female,17.402028,1.611239,67.473282,yes,yes,2.0,1.077331,Sometimes,no,2.0,no,2.20208,0.208323,Sometimes,Public_Transportation,Overweight_Level_I 6843,Male,26.699317,1.763029,118.560509,yes,yes,1.340405,3.0,Sometimes,no,2.102709,no,0.23553,0.673408,Sometimes,Automobile,Obesity_Type_II 6844,Female,23.0,1.63,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 6845,Male,21.948577,1.713133,99.873716,yes,yes,2.714447,3.0,Sometimes,no,2.7305,no,1.814869,1.980875,no,Public_Transportation,Obesity_Type_I 6846,Male,18.0,1.74,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 6847,Female,28.830558,1.738465,86.002736,yes,yes,2.0,3.0,Sometimes,no,1.844645,no,1.327193,0.0,Sometimes,Automobile,Overweight_Level_I 6848,Female,18.314593,1.738321,45.0,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.167086,0.947192,Sometimes,Public_Transportation,Insufficient_Weight 6849,Female,29.429687,1.612556,69.463458,yes,yes,1.889883,3.715148,Sometimes,no,2.0,no,1.980738,0.0,Sometimes,Automobile,Overweight_Level_I 6850,Male,22.0,1.78,79.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6851,Male,25.0,1.84,65.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6852,Male,23.0,1.6,70.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6853,Male,20.0,1.75,69.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6854,Female,25.95774,1.623938,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.001015,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 6855,Male,22.906886,1.752123,83.414072,yes,yes,2.073224,1.802305,Sometimes,no,1.744628,no,0.244749,0.923082,no,Public_Transportation,Obesity_Type_I 6856,Female,20.700876,1.729099,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.674061,no,1.684582,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 6857,Female,26.0,1.62439,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.78678,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 6858,Male,40.466313,1.755978,111.829957,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 6859,Female,22.0,1.6,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6860,Female,18.0,1.61,49.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6861,Male,25.0,1.89,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6862,Male,25.0,1.84,114.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 6863,Female,19.027417,1.538398,42.0,no,yes,3.0,1.0,Frequently,no,1.49681,no,0.0,0.930926,Sometimes,Public_Transportation,Insufficient_Weight 6864,Female,19.21638,1.53777,42.324558,no,yes,3.0,1.0,Frequently,no,1.568035,no,0.0,0.322666,Sometimes,Public_Transportation,Insufficient_Weight 6865,Male,17.0,1.848294,59.409018,yes,yes,2.44004,4.0,Sometimes,no,2.0,no,2.784471,2.0,no,Public_Transportation,Insufficient_Weight 6866,Female,23.0,1.65,84.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 6867,Male,22.851773,1.762461,115.531622,yes,yes,1.626369,3.0,Sometimes,no,2.165804,no,1.352973,0.307982,Sometimes,Public_Transportation,Obesity_Type_II 6868,Female,21.001969,1.732383,132.116491,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,1.999631,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 6869,Male,19.0,1.75,76.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 6870,Female,21.333429,1.67805,79.165306,yes,yes,2.0,1.672751,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 6871,Male,30.317787,1.801224,120.0739,yes,yes,2.908757,3.0,Sometimes,no,2.008361,no,1.089061,0.0,Sometimes,Automobile,Obesity_Type_II 6872,Male,18.0,1.7,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 6873,Male,21.0,1.84,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6874,Female,18.019572,1.701378,50.088468,yes,yes,1.601236,3.220181,Sometimes,no,1.055019,no,0.819269,1.030848,Sometimes,Public_Transportation,Insufficient_Weight 6875,Female,25.783865,1.641849,104.954834,yes,yes,3.0,3.0,Sometimes,no,2.526775,no,1.556155,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 6876,Female,24.265943,1.739991,132.874864,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.48372,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 6877,Male,17.729923,1.751531,85.244379,yes,yes,2.696381,3.0,Sometimes,no,2.0,no,0.429081,0.897942,Sometimes,Public_Transportation,Overweight_Level_I 6878,Male,26.778684,1.77,115.347176,yes,yes,2.133964,3.0,Sometimes,no,2.144838,no,0.665439,1.0,Sometimes,Automobile,Obesity_Type_II 6879,Male,21.051982,1.793378,89.93889,yes,yes,1.882235,1.496776,Sometimes,no,2.0,no,0.788659,0.0,Sometimes,Public_Transportation,Overweight_Level_II 6880,Female,19.0,1.54,74.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 6881,Female,19.0,1.65,66.0,no,yes,3.0,3.0,Always,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_I 6882,Female,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 6883,Male,38.378056,1.801848,108.602715,yes,yes,2.071622,3.0,Sometimes,no,1.675733,no,1.903338,0.0,Sometimes,Automobile,Obesity_Type_I 6884,Female,25.966504,1.748106,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,0.0,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 6885,Male,22.884722,1.7,80.0,yes,yes,2.0,2.983297,Sometimes,no,1.228838,no,1.629432,1.944675,Sometimes,Public_Transportation,Overweight_Level_II 6886,Male,24.565628,1.769328,85.079589,yes,yes,1.979944,3.566082,Sometimes,no,2.0,no,0.0,1.944675,Sometimes,Public_Transportation,Overweight_Level_II 6887,Female,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 6888,Female,21.0,1.54,63.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6889,Male,17.0,1.76,55.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Walking,Insufficient_Weight 6890,Female,18.0,1.6,57.0,no,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6891,Female,23.0,1.63,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6892,Male,17.0,1.69,50.0,no,yes,2.0,4.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6893,Male,25.151286,1.75376,114.133149,yes,yes,2.392665,3.0,Sometimes,no,2.151496,no,1.930033,0.164457,Sometimes,Public_Transportation,Obesity_Type_II 6894,Male,24.444846,1.712556,83.414072,yes,yes,2.0,3.0,Sometimes,no,1.082084,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 6895,Male,23.0,1.7,83.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 6896,Male,20.0,1.8,108.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 6897,Male,27.757187,1.703317,102.555691,yes,yes,2.107854,1.154318,Sometimes,no,1.0,no,1.63812,0.0,no,Automobile,Obesity_Type_II 6898,Male,18.0,1.699956,79.544998,yes,no,2.0,3.0,Sometimes,no,1.944095,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 6899,Female,17.908114,1.708107,55.01045,yes,yes,2.951591,4.0,Sometimes,no,2.977516,no,2.0,1.612466,Sometimes,Public_Transportation,Insufficient_Weight 6900,Male,29.956198,1.816783,108.10736,yes,yes,2.997951,2.9154,Sometimes,no,2.042073,no,1.815768,0.010721,Sometimes,Automobile,Obesity_Type_I 6901,Male,21.009437,1.783682,105.407313,yes,yes,2.633855,3.0,Sometimes,no,2.0,no,0.0,0.731257,Sometimes,Public_Transportation,Obesity_Type_I 6902,Female,26.0,1.633195,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 6903,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6904,Female,21.0,1.7,53.0,no,yes,1.0,4.0,Frequently,yes,2.0,no,3.0,0.0,no,Bike,Normal_Weight 6905,Male,19.0,1.6,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6906,Male,25.550506,1.880992,118.26569,yes,yes,2.444599,3.0,Sometimes,no,2.363307,no,1.110215,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6907,Female,19.0,1.647811,49.603807,no,yes,2.336044,4.0,Sometimes,no,1.438398,no,2.0,1.74288,Sometimes,Public_Transportation,Insufficient_Weight 6908,Male,31.023972,1.681855,90.0,yes,yes,2.87781,3.0,Sometimes,no,1.0,no,0.647798,0.0,Sometimes,Automobile,Obesity_Type_I 6909,Male,26.0,1.82697,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.679137,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 6910,Female,20.0,1.5,42.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6911,Male,20.0,1.75,75.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6912,Male,19.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 6913,Male,27.931432,1.788239,126.042142,yes,yes,2.348745,2.996834,Sometimes,no,1.491169,no,0.813917,0.835771,Sometimes,Public_Transportation,Obesity_Type_II 6914,Male,40.317787,1.735851,109.889334,yes,yes,2.522183,3.0,Sometimes,no,1.144539,no,0.854957,0.0,Sometimes,Automobile,Obesity_Type_II 6915,Female,22.771001,1.72,82.0,yes,yes,2.607747,2.870661,Sometimes,no,1.005367,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6916,Male,22.038327,1.872517,91.052215,yes,yes,2.0,1.010319,Sometimes,no,1.011849,no,0.0,0.453404,Sometimes,Public_Transportation,Obesity_Type_I 6917,Female,21.285965,1.766888,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.931173,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 6918,Female,18.0,1.55,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6919,Female,26.0,1.64187,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.544899,Sometimes,Public_Transportation,Obesity_Type_III 6920,Male,40.0,1.5,62.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Motorbike,Overweight_Level_II 6921,Female,21.656907,1.719913,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.999631,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 6922,Female,38.098745,1.548403,80.0,yes,yes,2.0,1.0,Sometimes,no,1.326165,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6923,Female,29.0,1.55,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 6924,Female,22.829753,1.616366,82.595793,yes,yes,1.977298,1.0,Sometimes,no,2.379275,no,0.312254,0.598244,Sometimes,Public_Transportation,Obesity_Type_I 6925,Female,26.0,1.624576,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 6926,Female,24.491055,1.739457,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,1.427037,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 6927,Female,19.0,1.64,49.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 6928,Female,19.872667,1.817231,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,1.956278,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 6929,Female,25.895546,1.749118,104.593929,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,0.01586,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 6930,Male,30.627962,1.76414,112.010504,yes,yes,1.264234,3.0,Sometimes,no,2.0,no,1.351996,0.0026,Sometimes,Automobile,Obesity_Type_II 6931,Male,29.633715,1.903832,129.19449,yes,yes,2.200588,3.0,Sometimes,no,1.859089,no,1.881761,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6932,Female,18.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 6933,Male,21.0,1.78,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Motorbike,Normal_Weight 6934,Male,21.0,1.75,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6935,Male,21.0,1.82,77.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 6936,Male,26.945139,1.755926,112.287678,yes,yes,1.428289,3.0,Sometimes,no,2.117733,no,0.0,0.080128,Sometimes,Public_Transportation,Obesity_Type_II 6937,Male,33.722449,1.750085,118.114184,yes,yes,2.0,3.0,Sometimes,no,2.024035,no,1.07672,0.0,Sometimes,Automobile,Obesity_Type_II 6938,Male,24.05331,1.754439,120.098812,yes,yes,2.0,3.0,Sometimes,no,2.640483,no,1.289421,0.2916,Sometimes,Public_Transportation,Obesity_Type_II 6939,Female,21.0,1.65,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 6940,Male,23.0,1.85,97.92035,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 6941,Female,28.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6942,Female,37.0,1.58,76.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 6943,Female,22.720449,1.624134,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.626456,no,Public_Transportation,Obesity_Type_I 6944,Male,29.0,1.77,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 6945,Male,29.0,1.7,73.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 6946,Male,26.680376,1.827279,118.277657,yes,yes,2.239634,3.0,Sometimes,no,2.684264,no,0.979306,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6947,Female,21.6548,1.80734,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,0.743005,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 6948,Male,18.0,1.79,108.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 6949,Male,27.0,1.75,73.0,no,no,3.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Bike,Normal_Weight 6950,Female,25.930376,1.610086,104.585783,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.026033,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 6951,Female,20.0,1.67,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Walking,Obesity_Type_I 6952,Male,21.0,1.75,118.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6953,Female,19.0,1.59,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 6954,Female,21.834894,1.741014,133.747012,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.92628,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 6955,Female,18.0,1.63,55.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 6956,Male,21.0,1.85,91.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 6957,Female,26.0,1.633887,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 6958,Female,16.0,1.68,50.0,yes,no,3.0,4.0,Frequently,no,1.0,no,2.0,2.0,Sometimes,Walking,Insufficient_Weight 6959,Female,25.996716,1.62658,105.037203,yes,yes,3.0,3.0,Sometimes,no,1.019684,no,0.008013,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 6960,Male,21.996118,1.662728,89.98168,yes,yes,1.601236,1.0,Sometimes,no,2.0,no,0.312254,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6961,Female,21.491055,1.71146,133.936535,yes,yes,3.0,3.0,Sometimes,no,2.723159,no,1.467863,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 6962,Male,26.358919,1.750085,118.277657,yes,yes,2.979383,3.0,Sometimes,no,2.35752,no,0.743005,0.0,Sometimes,Automobile,Obesity_Type_II 6963,Female,21.001969,1.726606,132.145549,yes,yes,3.0,3.0,Sometimes,no,1.777805,no,1.582428,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 6964,Female,21.813083,1.726606,133.117633,yes,yes,3.0,3.0,Sometimes,no,2.866023,no,1.645532,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 6965,Female,18.0,1.633794,82.0,yes,yes,1.826885,1.355354,Sometimes,no,1.998108,no,0.0,1.365793,no,Public_Transportation,Obesity_Type_I 6966,Female,26.0,1.622701,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.0,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 6967,Female,17.0,1.6,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,0.0,2.0,no,Public_Transportation,Overweight_Level_I 6968,Female,38.542937,1.517248,79.349221,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 6969,Male,18.0,1.622787,52.058335,no,yes,1.771693,2.391753,Sometimes,no,1.979848,no,0.520989,0.19668,Sometimes,Public_Transportation,Overweight_Level_I 6970,Male,17.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 6971,Female,25.96773,1.641849,107.507411,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.0,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 6972,Female,22.276969,1.741353,51.457226,yes,yes,2.882522,3.0,Frequently,no,1.99467,no,0.110174,0.882536,no,Public_Transportation,Insufficient_Weight 6973,Male,18.0,1.78,108.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 6974,Female,20.0,1.6,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 6975,Female,18.0,1.608914,50.631889,no,yes,1.036159,3.488342,Frequently,no,1.0,no,0.520407,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6976,Male,25.058566,1.763987,115.428276,yes,yes,2.073224,3.0,Sometimes,no,2.292073,no,1.590255,0.838957,Sometimes,Public_Transportation,Obesity_Type_II 6977,Female,26.0,1.819728,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.586035,Sometimes,Public_Transportation,Obesity_Type_III 6978,Female,18.0,1.65,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,no,Public_Transportation,Overweight_Level_I 6979,Male,24.63474,1.885119,121.248035,yes,yes,2.312825,2.695396,Sometimes,no,2.617988,no,0.835271,0.0,Sometimes,Public_Transportation,Obesity_Type_II 6980,Male,25.01277,1.839699,115.382519,yes,yes,2.992205,3.0,Sometimes,no,2.170225,no,1.211048,1.89933,Sometimes,Public_Transportation,Obesity_Type_II 6981,Female,19.0,1.56,42.0,no,yes,2.866383,1.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 6982,Male,22.0,1.76,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 6983,Male,22.591026,1.65,82.0,yes,yes,2.0,1.10548,Sometimes,no,2.0,no,1.0,1.588046,Sometimes,Public_Transportation,Obesity_Type_I 6984,Male,28.770852,1.685482,89.994351,yes,yes,2.306844,2.909117,Sometimes,no,2.450069,no,0.0,0.023959,Sometimes,Public_Transportation,Overweight_Level_II 6985,Female,26.0,1.644078,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.777379,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 6986,Male,17.0,1.7,50.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6987,Male,26.0,1.74,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 6988,Female,21.0,1.66,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 6989,Female,18.177882,1.704193,50.631889,yes,yes,2.0,3.618722,Sometimes,no,2.0,no,0.10297,1.157466,Sometimes,Public_Transportation,Insufficient_Weight 6990,Male,30.304203,1.775584,102.586342,yes,yes,2.13683,3.0,Sometimes,no,1.0,no,0.941424,0.631217,no,Public_Transportation,Obesity_Type_II 6991,Female,26.0,1.640125,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.067329,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 6992,Male,23.147644,1.754439,119.441207,yes,yes,1.392665,3.0,Sometimes,no,2.081121,no,1.097905,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 6993,Female,19.693804,1.751067,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.46046,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 6994,Female,18.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 6995,Male,21.0,1.8,85.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 6996,Female,25.919241,1.629727,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.00203,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 6997,Female,18.771001,1.746516,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.645532,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 6998,Female,18.871794,1.748584,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,1.541072,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 6999,Female,21.0,1.62,53.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7000,Male,22.0,1.75,76.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7001,Male,24.912254,1.872561,121.657979,yes,yes,2.9553,2.510135,Sometimes,no,2.902682,no,0.769709,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7002,Female,26.0,1.641849,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 7003,Male,23.0,1.700216,81.32297,yes,yes,2.0,2.110937,Sometimes,no,2.0,no,2.0,1.493716,Sometimes,Public_Transportation,Overweight_Level_II 7004,Male,25.879411,1.755142,112.555456,yes,yes,1.264234,3.0,Sometimes,no,2.013205,no,1.17177,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 7005,Female,37.496175,1.55,62.877347,yes,yes,2.048216,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 7006,Male,19.0,1.67,60.0,no,no,2.0,3.0,Sometimes,no,3.0,yes,3.0,1.0,no,Walking,Normal_Weight 7007,Female,18.0,1.723328,50.0,no,yes,1.202075,3.0,Sometimes,no,1.879381,no,0.794402,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7008,Male,21.0,1.6,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7009,Female,21.840654,1.792833,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.531456,no,1.931173,0.947956,Sometimes,Public_Transportation,Obesity_Type_III 7010,Female,23.0,1.717037,50.0,yes,yes,2.424977,3.0,Frequently,no,2.827773,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7011,Female,23.421726,1.729719,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.843782,no,1.442485,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 7012,Female,26.0,1.724983,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 7013,Female,18.850466,1.650052,87.27989,yes,yes,2.954417,3.0,Sometimes,no,2.854161,no,1.006884,1.0,no,Public_Transportation,Obesity_Type_I 7014,Male,29.246269,1.749405,112.277567,yes,yes,2.0,2.937607,Sometimes,no,2.001936,no,0.0,0.393838,Sometimes,Public_Transportation,Obesity_Type_II 7015,Female,23.0,1.63,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7016,Male,25.45763,1.764166,113.372851,yes,yes,2.9673,3.0,Sometimes,yes,2.503244,no,1.618512,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 7017,Male,21.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7018,Female,21.334585,1.745602,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,1.564618,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 7019,Female,26.0,1.629727,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 7020,Female,21.0,1.64,56.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7021,Female,21.521294,1.803677,160.639405,yes,yes,3.0,3.0,Sometimes,no,2.404049,no,0.427905,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 7022,Female,26.0,1.626503,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 7023,Female,19.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7024,Female,21.333429,1.696412,75.057177,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.428259,0.402075,Sometimes,Public_Transportation,Overweight_Level_I 7025,Male,21.0,1.71,71.0,yes,yes,3.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7026,Male,23.0,1.715118,83.282232,yes,yes,2.0,2.693646,Sometimes,no,2.926995,no,0.868721,0.60473,Sometimes,Public_Transportation,Overweight_Level_I 7027,Male,27.0,1.8,93.5,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7028,Female,21.0,1.55,44.0,no,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7029,Male,24.145295,1.757442,120.337664,yes,yes,2.869833,3.0,Sometimes,no,2.165408,no,1.858555,1.556052,Sometimes,Public_Transportation,Obesity_Type_II 7030,Male,19.72925,1.819867,58.443049,yes,yes,2.18354,3.0,Sometimes,no,2.0,no,2.008256,1.0,Sometimes,Automobile,Insufficient_Weight 7031,Female,22.935612,1.716308,50.0,no,yes,1.893428,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7032,Female,25.986185,1.633195,110.21734,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.063383,0.063005,Sometimes,Public_Transportation,Obesity_Type_III 7033,Female,21.0,1.61,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 7034,Male,23.0,1.72,88.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7035,Female,19.993154,1.593847,44.810751,no,no,3.0,3.0,Frequently,no,1.0,no,1.699056,0.0,no,Public_Transportation,Insufficient_Weight 7036,Male,34.243146,1.843172,92.69551,yes,yes,2.0,1.773916,Sometimes,no,3.0,no,1.0,0.075823,no,Automobile,Overweight_Level_II 7037,Female,26.0,1.639251,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 7038,Male,21.63474,1.717775,75.0,yes,yes,2.0,3.821461,Sometimes,no,2.639816,no,0.740633,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7039,Female,34.0,1.54,77.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 7040,Female,18.367481,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.684582,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 7041,Female,25.95774,1.626449,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.686529,Sometimes,Public_Transportation,Obesity_Type_III 7042,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7043,Male,18.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 7044,Male,18.0,1.691322,51.08457,yes,yes,2.842102,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7045,Female,18.137495,1.786504,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,1.779646,0.786609,Sometimes,Public_Transportation,Obesity_Type_III 7046,Female,23.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 7047,Male,22.815416,1.765137,120.0,yes,yes,2.724121,2.918124,Sometimes,no,1.962646,no,1.089745,0.105895,Sometimes,Public_Transportation,Obesity_Type_II 7048,Male,25.991886,1.644199,105.037463,yes,yes,2.0,3.0,Sometimes,no,1.02161,no,0.0,0.453649,Sometimes,Public_Transportation,Obesity_Type_I 7049,Male,30.607546,1.75,118.40174,yes,yes,2.239634,3.0,Sometimes,no,2.0,no,0.933595,1.443212,Sometimes,Automobile,Obesity_Type_II 7050,Male,22.874658,1.723921,94.743892,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.59257,no,Public_Transportation,Obesity_Type_I 7051,Female,29.0,1.65,90.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 7052,Male,20.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7053,Female,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 7054,Male,23.0,1.7,66.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 7055,Female,26.0,1.643332,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 7056,Male,21.008051,1.712473,75.0,yes,yes,2.0,3.0,Sometimes,no,1.082084,no,1.361533,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7057,Male,25.027254,1.767077,118.533246,yes,yes,1.996646,3.0,Sometimes,no,2.089983,no,1.097905,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 7058,Female,23.69484,1.622397,114.465425,yes,yes,3.0,3.0,Sometimes,no,2.566353,no,0.189831,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 7059,Male,21.0,1.67,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 7060,Male,18.0,1.75,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7061,Male,23.0,1.8,96.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Obesity_Type_I 7062,Male,29.725222,1.758355,112.725005,yes,yes,1.3307,3.0,Sometimes,no,2.006595,no,0.0,0.0026,Sometimes,Automobile,Obesity_Type_II 7063,Female,19.0,1.58,45.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7064,Female,16.928791,1.542328,65.293179,yes,yes,2.0,3.691226,Sometimes,no,1.810738,no,1.0,1.058007,Sometimes,Public_Transportation,Overweight_Level_II 7065,Male,25.0,1.77,72.0,yes,yes,2.0,3.0,no,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7066,Male,21.0,1.818268,89.139209,yes,yes,2.0,2.880817,Sometimes,no,1.792022,no,0.769709,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7067,Female,19.0,1.69,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 7068,Female,20.0,1.68,72.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 7069,Male,21.0,1.75,93.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Obesity_Type_I 7070,Female,22.0,1.641601,82.0,yes,yes,2.0,2.962004,Sometimes,no,1.0,no,0.0,1.797215,no,Public_Transportation,Obesity_Type_I 7071,Male,21.709159,1.637537,70.0,no,yes,2.457547,1.0,no,no,1.0,no,1.73209,0.0,no,Public_Transportation,Overweight_Level_I 7072,Female,25.0,1.63,62.0,yes,no,3.0,1.0,Frequently,yes,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7073,Male,23.165574,1.773664,121.248035,yes,yes,2.938616,2.989791,Sometimes,no,1.868349,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7074,Female,21.90012,1.694952,133.644711,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.318743,0.923082,Sometimes,Public_Transportation,Obesity_Type_III 7075,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 7076,Female,21.0,1.55,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7077,Male,29.429687,1.909198,129.466541,yes,yes,2.045027,3.0,Sometimes,no,1.295697,no,1.846666,0.090341,Sometimes,Public_Transportation,Obesity_Type_II 7078,Female,17.0,1.7,49.0,yes,no,3.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7079,Male,24.001685,1.606066,99.961731,yes,yes,3.0,1.437959,Sometimes,no,1.0,no,1.19102,0.0,no,Public_Transportation,Obesity_Type_II 7080,Female,26.0,1.679039,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 7081,Female,25.919241,1.620109,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.05093,0.513427,Sometimes,Public_Transportation,Obesity_Type_III 7082,Male,23.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7083,Female,23.0,1.55,49.0,yes,yes,2.0,3.0,Always,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 7084,Male,34.204611,1.730379,75.920519,yes,yes,2.048582,3.0,Sometimes,no,1.290979,no,0.520407,0.480813,Sometimes,Automobile,Overweight_Level_I 7085,Male,34.0,1.75,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 7086,Female,26.0,1.602025,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 7087,Male,22.976188,1.829529,121.236915,yes,yes,3.0,2.993084,Sometimes,no,2.292073,no,1.360994,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7088,Female,23.0,1.699818,94.094184,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.704978,no,Public_Transportation,Obesity_Type_I 7089,Male,22.851773,1.75,95.564428,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.64102,1.597608,no,Public_Transportation,Obesity_Type_I 7090,Female,19.47554,1.780725,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.999736,0.0,Sometimes,Public_Transportation,Obesity_Type_III 7091,Male,39.213399,1.7,96.738014,yes,yes,2.0,3.0,Sometimes,no,2.715572,no,0.0,1.990617,Frequently,Automobile,Obesity_Type_I 7092,Male,18.0,1.72,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7093,Female,19.434709,1.525691,42.006282,no,yes,3.0,3.765526,Frequently,no,1.787843,yes,1.327193,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 7094,Female,18.13782,1.733439,82.368441,yes,yes,2.204914,2.880817,Sometimes,no,1.0,no,0.949976,1.333559,no,Public_Transportation,Obesity_Type_I 7095,Female,19.0,1.57,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7096,Male,25.0,1.75,73.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7097,Male,19.0,1.77,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7098,Female,25.950898,1.62495,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.406541,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 7099,Male,21.868932,1.757958,80.0,yes,yes,1.967061,2.127797,Sometimes,no,2.0,no,1.525384,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7100,Male,24.001685,1.602025,100.624553,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.001015,1.74288,no,Public_Transportation,Obesity_Type_II 7101,Female,21.001458,1.669136,88.026943,yes,yes,2.0,1.0,Sometimes,no,2.715252,no,1.0,0.969097,no,Public_Transportation,Obesity_Type_I 7102,Male,30.0,1.76,112.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 7103,Male,19.0,1.75,80.0,yes,yes,1.99953,1.894384,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 7104,Female,18.0,1.63,72.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_II 7105,Female,25.964788,1.609068,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.696691,no,0.146919,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 7106,Male,25.196214,1.827279,118.332689,yes,yes,2.492758,2.581015,Sometimes,no,2.155558,no,1.856119,0.052942,Sometimes,Public_Transportation,Obesity_Type_II 7107,Female,38.0,1.56,51.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 7108,Male,18.0,1.69,87.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 7109,Male,31.205668,1.849507,102.277765,yes,yes,2.9553,2.372339,Sometimes,no,1.0,no,0.827506,0.0,no,Public_Transportation,Obesity_Type_II 7110,Female,26.0,1.624099,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 7111,Male,30.0,1.75,110.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7112,Female,19.0,1.8,68.0,yes,yes,2.0,3.0,Always,no,1.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 7113,Female,18.532826,1.746529,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.406541,no,1.699181,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 7114,Male,20.976842,1.790172,105.496975,yes,yes,2.0,2.883984,Sometimes,no,1.050564,no,0.025787,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7115,Male,30.607546,1.762389,118.533246,yes,yes,1.947495,3.0,Sometimes,no,2.042073,no,1.947495,0.711331,Sometimes,Automobile,Obesity_Type_II 7116,Female,20.0,1.55,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7117,Female,23.426036,1.746061,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,1.465909,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 7118,Male,25.062942,1.739354,89.994415,yes,yes,1.451337,3.0,Sometimes,no,2.116399,no,1.45473,0.311436,Sometimes,Automobile,Obesity_Type_I 7119,Male,33.293166,1.844749,86.981202,no,yes,2.0,1.818026,Sometimes,no,2.0,no,1.030199,0.0,Sometimes,Automobile,Overweight_Level_I 7120,Male,31.194458,1.909188,129.157346,yes,yes,2.191108,3.0,Sometimes,no,1.591597,no,0.94141,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7121,Female,26.0,1.611356,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.708168,no,0.0,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 7122,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7123,Male,26.208134,1.763101,117.792268,yes,yes,2.206399,3.0,Sometimes,no,2.0,no,1.243567,0.838947,Sometimes,Public_Transportation,Obesity_Type_II 7124,Female,21.28253,1.737313,133.259033,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.501754,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 7125,Female,18.178023,1.556211,40.821515,no,yes,1.592183,1.081805,Sometimes,no,1.328835,no,0.0,0.224655,Sometimes,Public_Transportation,Insufficient_Weight 7126,Male,21.0,1.7,75.0,yes,yes,2.0,1.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7127,Female,16.120699,1.633316,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.699056,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7128,Female,28.986237,1.567973,78.055968,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 7129,Male,20.0,1.67,60.0,no,no,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Walking,Normal_Weight 7130,Female,22.829753,1.605404,82.0,yes,yes,1.967061,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7131,Female,19.47554,1.723072,79.437921,yes,yes,2.942154,3.45259,Sometimes,no,2.977516,no,0.097114,0.714627,Sometimes,Public_Transportation,Overweight_Level_I 7132,Female,26.0,1.632983,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 7133,Female,23.0,1.603923,82.0,yes,yes,2.580872,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 7134,Female,21.322097,1.761773,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.309409,no,1.427413,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 7135,Male,21.353237,1.697421,93.310284,yes,yes,1.972545,2.993623,Sometimes,no,1.163111,no,0.092344,1.415536,no,Public_Transportation,Overweight_Level_II 7136,Female,21.0,1.56,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7137,Male,42.31607,1.843172,92.508122,yes,yes,2.0,2.973476,Sometimes,no,1.0,no,0.997731,0.0,Frequently,Automobile,Overweight_Level_II 7138,Female,25.994746,1.68395,106.320686,yes,yes,3.0,3.0,Sometimes,no,1.003563,no,0.016254,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 7139,Female,19.833682,1.64602,49.839685,no,yes,3.0,3.488342,Sometimes,no,1.959777,no,0.167943,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7140,Male,18.0,1.77,87.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7141,Female,19.858973,1.559567,42.24475,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 7142,Female,22.875223,1.624367,82.0,yes,yes,1.967061,1.0,Sometimes,no,2.0,no,0.0,0.301909,Sometimes,Public_Transportation,Obesity_Type_I 7143,Female,26.0,1.627532,106.49141,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 7144,Male,21.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7145,Male,24.408805,1.75,118.134898,yes,yes,1.766849,3.0,Sometimes,no,2.104696,no,1.645532,1.443212,Sometimes,Public_Transportation,Obesity_Type_II 7146,Male,25.058566,1.859717,120.337664,yes,yes,2.9673,2.849347,Sometimes,no,2.174248,no,1.699181,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7147,Male,39.569004,1.793378,101.482054,yes,yes,2.903545,1.792695,Sometimes,no,2.691322,no,2.545707,0.0,Frequently,Automobile,Obesity_Type_I 7148,Male,22.847618,1.701634,95.952027,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.466667,no,Public_Transportation,Obesity_Type_I 7149,Female,16.30687,1.616366,67.183128,yes,yes,1.620845,3.156309,Sometimes,no,2.0,no,0.926592,1.554404,no,Public_Transportation,Overweight_Level_I 7150,Male,19.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7151,Female,19.946244,1.53777,42.0,no,yes,2.71897,1.0,Frequently,no,1.5197,no,0.0,0.907868,Sometimes,Public_Transportation,Insufficient_Weight 7152,Female,23.0,1.64,58.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7153,Female,23.0,1.63,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7154,Female,26.0,1.63302,105.19936,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 7155,Female,21.0,1.59,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7156,Male,26.0,1.75,112.277567,yes,yes,1.947495,3.0,Sometimes,no,2.01051,no,0.0,0.340196,Sometimes,Automobile,Obesity_Type_II 7157,Male,33.0,1.657995,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 7158,Female,23.0,1.66,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Public_Transportation,Insufficient_Weight 7159,Female,26.0,1.641098,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 7160,Male,23.0,1.78,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 7161,Female,19.0,1.62,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7162,Female,21.028989,1.746516,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.582675,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 7163,Female,21.0,1.5,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7164,Male,27.266287,1.835271,121.527369,yes,yes,2.151335,3.0,Sometimes,no,2.0,no,1.874662,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7165,Female,18.0,1.71,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7166,Male,22.649792,1.704877,89.251639,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.104707,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7167,Female,23.0,1.52906,75.150345,yes,yes,2.0,3.0,Sometimes,no,2.269564,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7168,Male,22.518787,1.859717,121.310257,yes,yes,2.942154,2.915921,Sometimes,no,1.422483,no,0.94676,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7169,Male,29.08107,1.854162,89.998729,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.690901,Sometimes,Automobile,Obesity_Type_I 7170,Female,24.0,1.5,67.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7171,Female,25.940153,1.611462,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.010183,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 7172,Female,21.94538,1.573816,62.877347,no,no,2.39728,1.0,Sometimes,no,2.0,yes,1.936551,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7173,Male,23.147644,1.874519,121.889803,yes,yes,2.724121,2.967089,Sometimes,no,1.591909,no,0.684487,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7174,Female,34.0,1.74,77.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 7175,Female,25.035915,1.629442,105.436173,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 7176,Female,37.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7177,Female,18.270434,1.715597,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.999631,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 7178,Male,17.0,1.856406,58.854416,yes,yes,2.735297,4.0,Sometimes,no,2.0,no,2.0,1.441605,no,Automobile,Insufficient_Weight 7179,Male,33.722449,1.712905,83.568035,yes,yes,2.0,2.040582,Sometimes,no,2.371015,no,1.67036,0.023959,no,Automobile,Overweight_Level_II 7180,Female,26.0,1.629727,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 7181,Female,38.445148,1.498561,80.0,yes,yes,2.0,3.0,Sometimes,no,1.947935,no,0.0,0.453649,no,Automobile,Overweight_Level_II 7182,Male,17.70368,1.836669,58.943347,yes,yes,2.580872,4.0,Sometimes,no,2.0,no,2.0,0.128895,no,Automobile,Insufficient_Weight 7183,Male,22.649792,1.763343,89.393589,yes,yes,1.570089,2.608055,Sometimes,no,2.0,no,0.0,0.395979,Sometimes,Public_Transportation,Overweight_Level_II 7184,Female,26.0,1.632377,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 7185,Female,19.773303,1.602082,45.0,no,yes,3.0,3.0,Frequently,no,2.875583,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7186,Male,33.185661,1.814052,97.592949,yes,yes,2.0,2.175153,Sometimes,no,2.622214,no,2.876696,0.0,no,Automobile,Obesity_Type_I 7187,Male,29.0,1.81,71.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7188,Female,38.0,1.57,50.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7189,Female,21.793724,1.556789,63.011645,no,yes,2.843709,1.355752,Sometimes,no,1.40077,no,1.931829,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7190,Female,19.300435,1.739354,49.649613,no,yes,3.0,3.691226,Sometimes,no,2.584305,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7191,Female,18.367481,1.739457,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.504003,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 7192,Male,22.851773,1.77558,121.205171,yes,yes,2.252382,2.65772,Sometimes,no,1.486824,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7193,Female,30.022598,1.683747,71.927379,yes,yes,2.020785,3.0,Sometimes,no,1.738959,no,0.992829,0.0,Sometimes,Automobile,Overweight_Level_I 7194,Female,26.0,1.621167,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.180566,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 7195,Male,34.176795,1.835678,92.860254,yes,yes,2.95801,2.400943,Sometimes,no,1.846754,no,0.174475,0.0,Sometimes,Automobile,Overweight_Level_II 7196,Female,25.955361,1.596586,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.019684,no,0.030541,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 7197,Female,20.0,1.56,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 7198,Female,18.0,1.559499,79.437921,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.740633,1.0,no,Public_Transportation,Overweight_Level_II 7199,Male,32.501143,1.703317,102.784864,yes,yes,2.591292,1.867836,Sometimes,no,1.0,no,1.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7200,Female,26.0,1.637725,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 7201,Male,19.058511,1.849425,61.264785,yes,yes,3.0,3.171082,Sometimes,no,2.0,no,1.194898,0.74568,Sometimes,Public_Transportation,Insufficient_Weight 7202,Male,25.717522,1.756772,117.326523,yes,yes,1.133844,3.0,Sometimes,no,2.0,no,1.890907,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 7203,Female,21.285965,1.724983,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.917679,no,1.501647,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 7204,Male,37.275298,1.758972,118.114184,yes,yes,2.939727,3.0,Sometimes,no,2.938902,no,0.99295,0.078207,Sometimes,Automobile,Obesity_Type_II 7205,Male,32.241587,1.835678,87.344156,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.707421,no,Automobile,Overweight_Level_I 7206,Male,22.906342,1.849307,122.813033,yes,yes,3.0,2.989791,Sometimes,no,1.606076,no,0.942725,0.003695,Sometimes,Public_Transportation,Obesity_Type_III 7207,Male,30.702559,1.603091,100.209405,yes,yes,2.967853,1.02075,Sometimes,no,1.0,no,0.182249,1.707421,no,Public_Transportation,Obesity_Type_II 7208,Male,23.0,1.751029,97.911865,yes,yes,2.0,2.968098,Sometimes,no,2.279124,no,0.0,1.707018,Sometimes,Public_Transportation,Obesity_Type_I 7209,Male,18.065817,1.820385,108.395005,yes,yes,2.0,3.0,Sometimes,no,2.482933,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 7210,Female,23.0,1.65,84.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7211,Male,25.058566,1.761773,113.234349,yes,yes,2.225149,3.0,Sometimes,no,2.152736,no,1.293396,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 7212,Male,37.974483,1.76071,118.370628,yes,yes,2.23372,3.0,Sometimes,no,1.879381,no,0.793262,0.0,Sometimes,Automobile,Obesity_Type_II 7213,Female,23.462915,1.756509,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.41752,no,1.847802,0.779641,Sometimes,Public_Transportation,Obesity_Type_III 7214,Male,26.011928,1.755938,115.627554,yes,yes,2.312528,3.0,Sometimes,no,2.164718,no,1.655488,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 7215,Male,30.451174,1.694969,100.089316,yes,yes,2.938616,2.123138,Sometimes,no,1.003531,no,1.156024,0.0,no,Public_Transportation,Obesity_Type_II 7216,Male,31.398281,1.639383,91.267087,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.345684,0.329367,Sometimes,Automobile,Obesity_Type_I 7217,Female,17.0,1.65,51.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Walking,Insufficient_Weight 7218,Male,31.0,1.75,125.0,yes,yes,2.0,3.0,Always,yes,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7219,Female,26.0,1.622771,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 7220,Female,29.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 7221,Female,18.0,1.67861,79.349221,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.796136,no,Public_Transportation,Overweight_Level_II 7222,Male,18.525525,1.816197,102.592171,yes,yes,2.107854,2.918124,Sometimes,no,1.38107,no,0.23553,1.283673,no,Public_Transportation,Obesity_Type_I 7223,Female,22.0,1.63,53.0,no,yes,1.0,1.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7224,Female,20.801791,1.734092,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.525165,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 7225,Female,18.0,1.56,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 7226,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7227,Male,30.976932,1.75,120.098812,yes,yes,2.73691,3.0,Sometimes,no,2.803311,no,0.503279,0.0,Sometimes,Automobile,Obesity_Type_II 7228,Female,41.743333,1.681314,80.726195,yes,yes,2.13683,3.0,Sometimes,no,1.701835,no,0.877067,0.70778,no,Automobile,Overweight_Level_II 7229,Female,18.771001,1.789555,138.202869,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,1.879818,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 7230,Male,23.0,1.738702,82.0,yes,yes,1.754401,2.443812,Sometimes,no,2.0,no,2.70825,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7231,Female,26.0,1.643892,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 7232,Female,20.976842,1.617469,76.192553,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.987591,1.914531,Sometimes,Automobile,Obesity_Type_I 7233,Female,25.95774,1.62826,68.865008,yes,yes,1.712848,1.0,Sometimes,no,2.205911,no,0.0,1.306,Sometimes,Public_Transportation,Overweight_Level_I 7234,Male,21.086512,1.668555,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.48189,no,Public_Transportation,Overweight_Level_II 7235,Male,22.0,1.82,82.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7236,Male,23.975685,1.75,119.441207,yes,yes,2.938616,2.834253,Sometimes,no,2.0,no,0.899864,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7237,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 7238,Female,21.001969,1.741014,133.166595,yes,yes,3.0,3.0,Sometimes,no,1.003563,no,1.68249,0.862724,Sometimes,Public_Transportation,Obesity_Type_III 7239,Male,23.096353,1.819535,117.29188,yes,yes,2.749629,2.842035,Sometimes,no,2.0,no,1.07672,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 7240,Female,21.0,1.63,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7241,Male,24.449655,1.872517,121.560938,yes,yes,2.907744,3.0,Sometimes,no,2.684264,no,0.742113,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7242,Male,22.766227,1.835271,121.658729,yes,yes,2.919526,2.976211,Sometimes,no,1.964435,no,1.425712,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7243,Female,18.947102,1.682594,126.088301,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.605983,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 7244,Male,24.0,1.72,84.0,yes,no,3.0,4.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 7245,Female,20.0,1.65,88.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 7246,Male,17.0,1.8,58.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7247,Female,17.0,1.74,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7248,Male,17.0,1.65,59.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7249,Male,21.814653,1.604697,94.094184,yes,yes,2.0,2.966803,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7250,Male,18.0,1.67,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7251,Female,23.786318,1.603404,45.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,1.358185,0.947884,no,Public_Transportation,Insufficient_Weight 7252,Female,20.0,1.55,50.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 7253,Female,26.0,1.60937,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 7254,Male,24.443011,1.7,90.032671,yes,yes,2.336044,2.64155,Sometimes,no,1.81786,no,0.966617,0.839659,Sometimes,Public_Transportation,Overweight_Level_II 7255,Female,23.0,1.763343,54.835576,yes,yes,3.0,3.0,Frequently,no,2.013205,yes,2.0,0.426643,no,Public_Transportation,Insufficient_Weight 7256,Female,21.056059,1.746956,133.903612,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,1.668961,0.831412,Sometimes,Public_Transportation,Obesity_Type_III 7257,Female,20.871667,1.787614,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.893062,no,1.412357,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 7258,Female,20.0,1.65,77.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 7259,Female,26.0,1.643017,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 7260,Male,33.0,1.84,84.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 7261,Male,28.404332,1.789992,113.234349,yes,yes,1.572036,3.0,Sometimes,no,2.038958,no,1.579431,0.00133,Sometimes,Automobile,Obesity_Type_II 7262,Female,25.0,1.57,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7263,Female,18.0,1.71,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7264,Male,29.687488,1.782067,109.599453,yes,yes,2.0,2.129909,Sometimes,no,2.092326,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 7265,Male,18.0,1.706912,86.0805,yes,yes,2.882522,3.0,Sometimes,no,2.452986,no,1.0,0.947192,Sometimes,Public_Transportation,Overweight_Level_II 7266,Male,23.0,1.775626,97.92035,yes,yes,2.0,2.372311,Sometimes,no,2.785804,no,2.0,1.632506,no,Public_Transportation,Obesity_Type_I 7267,Female,26.0,1.58,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 7268,Female,38.384177,1.698829,78.637307,yes,yes,3.0,3.0,Sometimes,no,2.503198,no,0.0,0.0,no,Automobile,Overweight_Level_II 7269,Male,21.0,1.8,72.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7270,Female,19.0,1.59,42.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 7271,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 7272,Male,30.702559,1.975663,120.775439,yes,yes,2.176317,3.0,Sometimes,no,2.224164,no,1.487987,1.441605,Sometimes,Automobile,Obesity_Type_II 7273,Female,35.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7274,Female,21.0,1.62,64.0,no,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7275,Female,26.0,1.654875,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 7276,Female,40.0,1.58,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 7277,Female,26.0,1.621671,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.22596,Sometimes,Public_Transportation,Obesity_Type_III 7278,Male,33.0,1.8,73.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 7279,Female,25.816445,1.62456,110.10589,yes,yes,3.0,3.0,Sometimes,no,1.81786,no,0.0,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 7280,Female,24.0,1.68,62.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 7281,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7282,Female,26.0,1.643332,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 7283,Female,21.238416,1.724983,132.57927,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.684582,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 7284,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 7285,Male,33.100581,1.818641,85.770013,yes,yes,2.0,2.834253,Sometimes,no,1.507638,no,0.917563,0.0,Sometimes,Automobile,Overweight_Level_I 7286,Male,36.67933,1.783953,88.675503,yes,yes,2.05687,1.289315,Sometimes,no,2.796257,no,0.0,0.123861,no,Automobile,Overweight_Level_II 7287,Female,38.0,1.56,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 7288,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 7289,Female,38.825189,1.569234,62.339003,no,yes,2.819934,1.0,Sometimes,no,2.405172,yes,0.0,0.199227,Sometimes,Automobile,Overweight_Level_I 7290,Male,17.764764,1.765874,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.890214,Sometimes,Public_Transportation,Overweight_Level_II 7291,Male,21.0,1.75,72.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7292,Male,21.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Normal_Weight 7293,Male,31.755387,1.910987,130.986338,yes,yes,2.633855,3.0,Sometimes,no,2.0,no,1.295759,0.927341,Sometimes,Public_Transportation,Obesity_Type_II 7294,Female,21.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7295,Male,19.0,1.67,50.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7296,Male,22.758998,1.859717,121.284533,yes,yes,2.9673,2.574108,Sometimes,no,1.271178,no,1.320065,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7297,Male,21.0,1.85,66.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7298,Male,30.554956,1.75834,112.277567,yes,yes,1.868212,3.0,Sometimes,no,2.0,no,0.0,0.677909,Sometimes,Automobile,Obesity_Type_II 7299,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 7300,Male,32.0,1.701397,102.0,yes,yes,2.568063,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 7301,Female,21.768153,1.748106,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.258922,no,1.425712,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 7302,Female,18.0,1.65,87.676154,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.062932,0.0,no,Public_Transportation,Obesity_Type_I 7303,Male,26.0,1.664752,111.818345,yes,yes,2.029634,3.0,Sometimes,no,2.641642,no,0.0,0.133523,Sometimes,Public_Transportation,Obesity_Type_II 7304,Male,18.0,1.84,55.3,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 7305,Male,22.980957,1.767121,53.620604,yes,yes,1.887951,3.205587,Sometimes,no,2.004126,no,2.0,1.224737,Frequently,Public_Transportation,Insufficient_Weight 7306,Female,20.491475,1.523426,65.0,yes,no,2.0,3.0,Sometimes,no,1.131169,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 7307,Male,22.875223,1.622241,94.790579,yes,yes,2.0,2.933409,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 7308,Female,23.0,1.55,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 7309,Male,25.300208,1.765258,118.436166,yes,yes,2.01695,3.0,Sometimes,no,2.075493,no,1.318743,0.084006,Sometimes,Public_Transportation,Obesity_Type_II 7310,Male,21.0,1.76,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 7311,Female,26.0,1.641132,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 7312,Male,19.0,1.7,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7313,Female,19.0,1.6,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7314,Female,19.0,1.75,55.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7315,Female,26.0,1.640535,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 7316,Male,18.0,1.7,55.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 7317,Male,18.0,1.781543,50.869704,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.520407,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7318,Male,31.965402,1.828276,120.805715,yes,yes,2.239634,3.0,Sometimes,no,2.06039,no,0.987591,0.481357,Sometimes,Public_Transportation,Obesity_Type_II 7319,Male,19.0,1.7,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 7320,Female,21.037514,1.742901,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.827515,no,1.583832,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 7321,Female,37.524551,1.544937,62.320629,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 7322,Female,18.0,1.6,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 7323,Female,26.0,1.62414,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.777379,no,1.68291,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 7324,Male,23.0,1.85,66.0,no,yes,2.0,3.0,Always,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7325,Female,26.0,1.621245,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 7326,Male,23.0,1.750384,95.324282,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7327,Male,18.0,1.8,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7328,Female,26.0,1.60937,105.407313,yes,yes,3.0,3.0,Sometimes,no,1.026729,no,0.0,0.54859,Sometimes,Public_Transportation,Obesity_Type_III 7329,Male,18.0,1.69,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7330,Male,24.149036,1.784994,120.151967,yes,yes,2.265973,2.601675,Sometimes,no,2.638164,no,1.170537,0.413106,Sometimes,Public_Transportation,Obesity_Type_II 7331,Female,25.966504,1.678658,105.580491,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,0.06275,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 7332,Male,39.213399,1.765188,98.54302,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 7333,Female,30.0,1.65,71.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 7334,Female,26.0,1.65,71.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7335,Male,29.0,1.7,94.189167,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 7336,Female,19.0,1.52,61.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7337,Female,26.0,1.649736,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 7338,Male,30.710511,1.849425,128.114161,yes,yes,2.938616,3.0,Sometimes,no,1.448875,no,1.738267,0.173232,Sometimes,Public_Transportation,Obesity_Type_II 7339,Female,17.0,1.6,57.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7340,Female,22.0,1.55,42.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7341,Female,22.980957,1.65,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.281734,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7342,Male,19.084317,1.817572,61.264785,no,yes,3.0,3.0,Sometimes,no,2.2695,no,1.285976,0.267076,Sometimes,Public_Transportation,Insufficient_Weight 7343,Male,18.0,1.7,107.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 7344,Female,20.871667,1.730167,78.55444,yes,yes,2.274164,1.0,Sometimes,no,2.0,no,1.581242,0.0,no,Public_Transportation,Overweight_Level_I 7345,Male,27.635029,1.755938,112.287678,yes,yes,1.947405,3.0,Sometimes,no,2.049079,no,0.690269,0.971746,Sometimes,Automobile,Obesity_Type_II 7346,Female,26.0,1.633442,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 7347,Female,38.542937,1.552648,77.205685,yes,yes,2.0,3.0,Sometimes,no,1.992586,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7348,Male,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 7349,Female,26.0,1.630927,111.635463,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 7350,Male,26.288417,1.787379,85.0,yes,yes,2.746408,3.0,Sometimes,no,2.651194,no,1.078719,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7351,Male,25.659092,1.868923,118.548733,yes,yes,2.128574,3.0,Sometimes,no,2.530035,no,1.110215,1.08266,Sometimes,Public_Transportation,Obesity_Type_II 7352,Male,23.0,1.68,68.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7353,Male,25.136116,1.77274,115.382519,yes,yes,1.428289,3.0,Sometimes,no,1.029241,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7354,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7355,Female,19.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7356,Male,22.829753,1.707508,75.0,yes,yes,1.168856,1.116401,Sometimes,no,2.0,yes,0.0,0.630866,no,Automobile,Overweight_Level_I 7357,Male,18.0,1.8,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7358,Male,25.15462,1.755938,120.980508,yes,yes,2.766612,3.0,Sometimes,no,2.838893,no,1.680844,0.378818,Sometimes,Public_Transportation,Obesity_Type_II 7359,Female,21.0,1.56,49.0,no,yes,2.0,3.0,Frequently,yes,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 7360,Female,38.637368,1.600905,80.0,yes,yes,2.0,3.0,Sometimes,no,1.274718,no,0.121585,0.084004,no,Automobile,Obesity_Type_I 7361,Female,19.946244,1.542122,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.37467,0.897924,Sometimes,Public_Transportation,Insufficient_Weight 7362,Female,16.496978,1.62,45.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.666965,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7363,Female,23.426036,1.742062,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.999836,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 7364,Male,18.0,1.721854,53.65727,yes,yes,2.880161,3.0,Sometimes,no,2.425927,no,1.475772,0.880414,no,Public_Transportation,Insufficient_Weight 7365,Male,21.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 7366,Female,18.0,1.533364,67.913561,yes,no,2.0,2.962004,Sometimes,no,1.941224,no,0.0,1.212762,Sometimes,Public_Transportation,Overweight_Level_I 7367,Female,22.836315,1.634342,82.347314,yes,yes,2.938801,1.271624,Sometimes,no,1.999737,no,0.782416,0.412329,Sometimes,Public_Transportation,Obesity_Type_I 7368,Male,21.0,1.65,60.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7369,Female,21.81119,1.737313,132.527011,yes,yes,3.0,3.0,Sometimes,no,1.937674,no,1.429256,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 7370,Male,19.034033,1.556789,62.877347,yes,yes,2.442536,3.0,Sometimes,no,1.0,no,0.0,0.128895,Sometimes,Public_Transportation,Insufficient_Weight 7371,Male,17.0,1.9,59.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7372,Female,18.907514,1.745602,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.45126,no,1.445148,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 7373,Female,37.275298,1.611462,62.337721,yes,yes,2.910733,3.0,Sometimes,no,2.653563,no,0.0,0.906247,Sometimes,Automobile,Overweight_Level_I 7374,Female,33.100581,1.629225,77.965532,yes,yes,2.81646,2.812283,Sometimes,no,1.639807,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 7375,Male,29.0,1.667469,90.0,yes,yes,2.0,3.0,Sometimes,no,2.816052,no,0.656548,0.785701,Sometimes,Automobile,Obesity_Type_I 7376,Female,21.768153,1.743935,133.466763,yes,yes,3.0,3.0,Sometimes,no,1.773236,no,1.645532,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 7377,Female,19.0,1.51,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7378,Female,20.871153,1.744319,129.852531,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.113169,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 7379,Male,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7380,Female,20.954955,1.772449,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.592494,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 7381,Female,26.0,1.654784,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.776724,no,0.039207,0.167728,Sometimes,Public_Transportation,Obesity_Type_III 7382,Male,24.122589,1.7,83.15115,yes,yes,2.111887,3.0,Sometimes,no,2.263551,no,0.712726,0.0,no,Automobile,Overweight_Level_II 7383,Male,19.462713,1.716289,85.607466,yes,yes,2.381164,3.0,Sometimes,no,2.715856,no,0.0,0.42683,Sometimes,Public_Transportation,Overweight_Level_I 7384,Male,20.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7385,Female,19.741202,1.748584,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.582428,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 7386,Female,22.989846,1.716308,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.732186,0.0,no,Public_Transportation,Overweight_Level_II 7387,Male,23.474165,1.75,120.007101,yes,yes,2.0,3.0,Sometimes,no,2.172649,no,1.07672,0.688013,Sometimes,Public_Transportation,Obesity_Type_II 7388,Male,21.00829,1.842906,122.813033,yes,yes,2.95801,2.272214,Sometimes,no,1.340117,no,0.897562,1.0,Sometimes,Public_Transportation,Obesity_Type_II 7389,Male,18.019572,1.803677,108.044313,yes,yes,2.667676,2.752705,Sometimes,no,2.99675,no,2.999918,0.543761,no,Public_Transportation,Obesity_Type_I 7390,Female,23.0,1.602082,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.322013,0.0,no,Public_Transportation,Obesity_Type_I 7391,Female,16.140751,1.58092,44.376637,no,yes,2.596364,3.0,Frequently,no,2.120292,yes,0.184917,0.0,no,Public_Transportation,Insufficient_Weight 7392,Male,35.194089,1.7,83.0,no,yes,3.0,3.0,Sometimes,no,2.967064,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7393,Male,25.027254,1.769933,113.234349,yes,yes,1.570089,3.0,Sometimes,no,2.0,no,1.28775,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 7394,Male,21.0,1.54,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7395,Male,25.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 7396,Female,26.0,1.622771,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 7397,Female,19.0,1.59,42.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7398,Female,17.491272,1.699818,67.939653,no,yes,2.0,4.0,Sometimes,no,1.543021,no,0.736032,1.969507,no,Public_Transportation,Overweight_Level_I 7399,Female,25.0,1.56,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 7400,Female,26.0,1.641132,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 7401,Female,23.32012,1.518917,65.363941,yes,yes,2.0,2.667711,Sometimes,no,2.0,no,0.0,0.790967,no,Public_Transportation,Overweight_Level_II 7402,Male,22.0,1.792239,89.836692,yes,yes,2.0,1.193729,Sometimes,no,2.118716,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7403,Female,26.0,1.640741,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 7404,Female,23.0,1.61,53.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7405,Female,21.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 7406,Female,26.0,1.61739,104.826776,yes,yes,3.0,3.0,Sometimes,no,1.651548,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 7407,Female,19.443639,1.741192,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.846754,no,1.718543,0.939726,Sometimes,Public_Transportation,Obesity_Type_III 7408,Female,18.0,1.62827,108.805937,yes,yes,2.0,2.375026,Sometimes,no,2.793505,no,1.0,0.655571,Sometimes,Public_Transportation,Obesity_Type_I 7409,Female,21.909534,1.681314,80.0,yes,yes,2.0,3.0,Sometimes,no,1.810738,no,1.980738,1.066708,Sometimes,Public_Transportation,Overweight_Level_II 7410,Female,19.0,1.567915,42.0,no,yes,3.0,1.0,Frequently,no,1.69551,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7411,Female,18.0,1.57,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7412,Female,18.94093,1.746416,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.537639,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 7413,Male,26.680376,1.829757,118.377601,yes,yes,2.57649,3.0,Sometimes,no,2.503198,no,0.598655,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 7414,Female,18.335019,1.746411,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.849503,no,1.783138,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 7415,Male,21.948577,1.699998,94.790579,yes,yes,2.0,2.749334,Sometimes,no,2.0,no,0.139159,1.0,no,Public_Transportation,Obesity_Type_I 7416,Female,18.0,1.69135,90.0,yes,yes,2.0,2.938135,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7417,Male,17.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 7418,Male,30.0,1.76,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Automobile,Obesity_Type_II 7419,Male,27.968765,1.77558,119.081804,yes,yes,2.9673,3.0,Sometimes,no,2.715572,no,0.926592,0.010721,Sometimes,Public_Transportation,Obesity_Type_II 7420,Female,25.989938,1.71146,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.06275,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 7421,Male,22.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7422,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 7423,Female,20.891627,1.746516,126.798173,yes,yes,3.0,3.0,Sometimes,no,1.968011,no,1.52001,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 7424,Female,21.0,1.752391,77.965532,yes,yes,2.0,2.10601,Sometimes,no,2.094479,no,0.0,0.967919,Sometimes,Public_Transportation,Overweight_Level_I 7425,Male,38.112989,1.75,118.277657,yes,yes,2.444599,3.0,Sometimes,no,2.078297,no,0.766007,0.0,Sometimes,Automobile,Obesity_Type_II 7426,Male,27.931432,1.754996,119.087557,yes,yes,2.425503,3.0,Sometimes,no,2.017602,no,1.658698,0.86374,Sometimes,Public_Transportation,Obesity_Type_II 7427,Female,25.96773,1.656504,104.986792,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.069238,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 7428,Female,19.0,1.6,61.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7429,Female,19.637203,1.716677,49.660995,no,yes,2.890535,3.0,Frequently,no,1.0,no,1.903182,1.0,no,Public_Transportation,Insufficient_Weight 7430,Male,18.0,1.78,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7431,Female,16.913841,1.555431,43.371015,yes,yes,2.693859,2.427137,Frequently,no,1.0,yes,1.699056,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7432,Female,32.0,1.67,73.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7433,Female,21.0,1.5,64.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 7434,Female,21.0,1.63,56.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7435,Female,31.010302,1.581527,77.355417,yes,yes,2.027574,2.977999,Sometimes,no,1.05668,no,0.057758,0.0,Sometimes,Automobile,Obesity_Type_I 7436,Male,21.00829,1.803132,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.450069,no,0.0,0.9974,Sometimes,Public_Transportation,Obesity_Type_I 7437,Female,25.96701,1.623812,109.996742,yes,yes,3.0,3.0,Sometimes,no,1.017602,no,0.008013,0.471663,Sometimes,Public_Transportation,Obesity_Type_III 7438,Male,24.475242,1.773664,116.669906,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,1.21718,0.001337,Sometimes,Public_Transportation,Obesity_Type_II 7439,Male,21.001969,1.781543,105.028665,yes,yes,2.0,3.0,Sometimes,no,2.01499,no,0.0,0.456462,Sometimes,Public_Transportation,Obesity_Type_I 7440,Female,21.02497,1.739991,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.4164,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 7441,Male,19.0,1.8,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7442,Male,18.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7443,Male,23.0,1.76,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7444,Male,31.490699,1.757132,118.102897,yes,yes,2.918113,3.0,Sometimes,no,2.145368,no,0.925941,0.947091,Sometimes,Automobile,Obesity_Type_II 7445,Male,22.679454,1.713348,51.491957,yes,yes,2.366949,3.0,Frequently,no,2.0,no,0.206025,1.667745,no,Public_Transportation,Insufficient_Weight 7446,Female,17.0,1.54,53.0,no,yes,3.0,1.0,no,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7447,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7448,Male,18.0,1.74,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7449,Male,19.911246,1.535618,64.848627,no,yes,2.0,3.0,Sometimes,no,1.400247,no,0.418875,1.35537,Sometimes,Public_Transportation,Overweight_Level_II 7450,Male,18.0,1.843172,59.933015,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 7451,Female,18.0,1.7,50.0,no,yes,1.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7452,Male,23.652435,1.803132,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.387074,0.283804,Sometimes,Public_Transportation,Obesity_Type_I 7453,Male,21.0,1.62,69.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7454,Female,19.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7455,Female,45.0,1.7,79.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 7456,Female,20.907833,1.7921,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.999897,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 7457,Female,26.0,1.643892,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 7458,Female,22.0,1.72,52.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7459,Female,26.0,1.64599,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,0.0,0.129163,Sometimes,Public_Transportation,Obesity_Type_III 7460,Male,19.0,1.8,87.0,yes,yes,3.0,4.0,Frequently,no,2.0,yes,3.0,2.0,Sometimes,Walking,Overweight_Level_I 7461,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 7462,Male,33.0,1.7,83.0,yes,yes,2.0,2.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 7463,Female,20.891491,1.793824,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.38725,no,1.624981,0.870795,Sometimes,Public_Transportation,Obesity_Type_III 7464,Male,20.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7465,Female,37.597953,1.567131,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.17177,0.0,Sometimes,Automobile,Obesity_Type_I 7466,Female,22.0,1.7,50.0,no,no,1.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7467,Female,18.0,1.75,76.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7468,Female,26.0,1.622701,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 7469,Male,22.815416,1.829971,121.244969,yes,yes,2.9673,2.270163,Sometimes,no,1.959777,no,0.955317,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7470,Male,24.82929,1.755938,112.256165,yes,yes,1.369529,3.0,Sometimes,no,2.0,no,1.596576,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 7471,Female,26.0,1.643332,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_III 7472,Male,20.0,1.78,104.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 7473,Female,21.282238,1.757442,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.247979,no,1.501754,0.849503,Sometimes,Public_Transportation,Obesity_Type_III 7474,Male,33.0,1.83,97.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Automobile,Overweight_Level_II 7475,Female,26.0,1.643332,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 7476,Female,21.0,1.6,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7477,Female,21.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7478,Male,23.454558,1.76714,120.420406,yes,yes,2.927187,3.0,Sometimes,no,2.715856,no,1.999836,0.6454,Sometimes,Public_Transportation,Obesity_Type_II 7479,Male,18.0,1.75,72.0,no,yes,2.0,4.0,Always,no,2.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 7480,Male,37.218161,1.766888,118.533246,yes,yes,2.176317,3.0,Sometimes,no,1.745095,no,0.886817,0.0,Sometimes,Automobile,Obesity_Type_II 7481,Male,29.981494,1.829757,112.409191,yes,yes,2.615788,3.0,Sometimes,no,2.042073,no,0.0,0.741069,Sometimes,Automobile,Obesity_Type_II 7482,Male,23.0,1.67,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7483,Male,22.18881,1.708742,82.851318,yes,yes,2.767731,1.80993,Sometimes,no,2.478838,no,0.14495,0.60473,Sometimes,Public_Transportation,Overweight_Level_II 7484,Male,23.803904,1.766547,121.421121,yes,yes,2.813775,1.120102,Sometimes,no,1.0,no,0.987591,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7485,Male,23.319635,1.849601,121.248035,yes,yes,2.0,2.695396,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7486,Male,25.653233,1.84342,105.712219,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,1.280924,0.544128,Sometimes,Public_Transportation,Obesity_Type_II 7487,Male,20.843363,1.84998,122.813033,yes,yes,2.0,1.888067,Sometimes,no,1.242832,no,0.743593,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7488,Female,23.647935,1.662978,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.348839,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 7489,Male,23.319635,1.84629,121.248035,yes,yes,2.317734,2.695396,Sometimes,no,2.628816,no,1.352663,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7490,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7491,Female,18.177882,1.819728,142.102468,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.999773,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 7492,Male,21.0,1.72,70.0,no,no,2.0,1.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7493,Female,24.0,1.55,49.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7494,Female,18.0,1.7,50.0,yes,yes,2.824559,3.0,Frequently,no,1.0,no,0.0,1.593704,Frequently,Public_Transportation,Insufficient_Weight 7495,Male,18.0,1.9,59.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 7496,Male,31.641081,1.860292,123.721352,yes,yes,2.333503,3.0,Sometimes,no,2.080187,no,1.0,0.360193,Sometimes,Automobile,Obesity_Type_II 7497,Male,18.0,1.758628,51.121749,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.288032,1.488372,Sometimes,Public_Transportation,Insufficient_Weight 7498,Male,21.333429,1.730199,78.997166,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.402614,0.0,no,Public_Transportation,Overweight_Level_II 7499,Male,28.255199,1.77151,113.714521,yes,yes,2.219186,3.0,Sometimes,no,2.08554,no,0.0,1.287117,Sometimes,Automobile,Obesity_Type_II 7500,Male,23.0,1.708742,75.0,yes,yes,2.0,2.093831,Sometimes,no,1.962322,no,0.699592,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7501,Male,38.825189,1.75,117.792268,yes,yes,2.442536,3.0,Sometimes,no,2.0,no,0.0,1.350099,Sometimes,Automobile,Obesity_Type_II 7502,Male,16.0,1.85,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Insufficient_Weight 7503,Male,29.0,1.79,72.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 7504,Female,22.884722,1.613574,82.694689,yes,yes,2.869436,2.937989,Sometimes,no,2.0,no,0.0,1.609773,no,Public_Transportation,Obesity_Type_I 7505,Male,29.0,1.8,60.0,yes,yes,3.0,4.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7506,Female,21.232659,1.748524,133.281333,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.68291,0.686529,Sometimes,Public_Transportation,Obesity_Type_III 7507,Male,22.832105,1.857231,121.310257,yes,yes,2.971574,2.971574,Sometimes,no,1.310074,no,1.091474,0.0,no,Public_Transportation,Obesity_Type_II 7508,Female,26.0,1.643332,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 7509,Female,19.0,1.61,53.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7510,Female,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7511,Male,23.47007,1.705617,83.568035,yes,yes,2.0,1.097312,Sometimes,no,2.0,no,1.0,1.99219,Sometimes,Public_Transportation,Overweight_Level_II 7512,Male,22.0,1.6,57.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 7513,Female,25.96773,1.611462,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.139159,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 7514,Male,18.0,1.782722,108.244379,yes,yes,2.0,2.475444,Sometimes,no,2.655795,no,0.0,1.767468,no,Public_Transportation,Obesity_Type_I 7515,Female,26.0,1.57,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7516,Male,18.0,1.74,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 7517,Female,39.585811,1.55,62.269912,yes,yes,2.0,3.0,Sometimes,no,2.735706,no,0.827502,0.0,Sometimes,Automobile,Overweight_Level_I 7518,Male,21.962426,1.709101,75.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 7519,Male,30.79626,1.706741,102.810704,yes,yes,2.57649,3.0,Sometimes,no,1.0,no,1.771754,0.487375,Sometimes,Public_Transportation,Obesity_Type_II 7520,Male,31.689773,1.657132,121.082517,yes,yes,2.200588,3.0,Sometimes,no,1.228838,no,0.503105,0.947866,Sometimes,Public_Transportation,Obesity_Type_II 7521,Female,29.0,1.62,69.975607,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 7522,Male,19.0,1.87,87.0,no,yes,3.0,4.0,Sometimes,no,3.0,no,2.0,2.0,Frequently,Walking,Overweight_Level_I 7523,Male,17.0,1.79,67.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7524,Female,26.0,1.622418,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.495944,no,0.0,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 7525,Male,24.001889,1.609418,100.618239,yes,yes,2.9673,1.627555,Sometimes,no,1.0,no,0.349371,1.97117,no,Public_Transportation,Obesity_Type_II 7526,Female,26.0,1.603404,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.527766,Sometimes,Public_Transportation,Obesity_Type_III 7527,Male,35.0,1.7,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 7528,Female,19.0,1.64,66.0,no,no,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7529,Female,23.0,1.6,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 7530,Male,29.740496,1.80671,89.340406,yes,yes,1.880534,3.0,Sometimes,no,2.0,no,1.289421,0.0,Sometimes,Automobile,Overweight_Level_I 7531,Female,19.735968,1.759358,131.335786,yes,yes,3.0,3.0,Sometimes,no,2.793505,no,2.892922,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 7532,Male,27.266287,1.842906,120.151967,yes,yes,2.094184,3.0,Sometimes,no,2.35752,no,1.04268,0.072264,Sometimes,Automobile,Obesity_Type_II 7533,Female,20.491475,1.753266,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,1.04268,0.761898,Sometimes,Public_Transportation,Obesity_Type_III 7534,Female,18.0,1.68,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 7535,Male,19.994543,1.834842,85.568385,yes,yes,2.0,3.559841,Sometimes,no,2.839319,no,0.0,0.333673,Sometimes,Public_Transportation,Overweight_Level_I 7536,Male,39.129291,1.690437,101.067988,yes,yes,2.869833,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_II 7537,Female,16.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Walking,Normal_Weight 7538,Male,17.06739,1.793451,58.673963,yes,yes,2.271306,3.488342,Sometimes,no,2.0,no,2.00123,0.556245,Sometimes,Automobile,Insufficient_Weight 7539,Male,24.0,1.64,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Overweight_Level_I 7540,Male,27.931432,1.815409,120.775439,yes,yes,2.636719,3.0,Sometimes,no,2.530035,no,1.525384,0.315595,Sometimes,Public_Transportation,Obesity_Type_II 7541,Male,19.137495,1.721348,79.349221,yes,yes,2.706134,3.0,Sometimes,no,2.0,no,0.0,0.783336,no,Public_Transportation,Overweight_Level_I 7542,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 7543,Female,25.986185,1.644199,104.772164,yes,yes,3.0,3.0,Sometimes,no,2.062508,no,0.165422,0.413752,Sometimes,Public_Transportation,Obesity_Type_III 7544,Female,25.612462,1.668931,112.879662,yes,yes,3.0,3.0,Sometimes,no,2.989389,no,0.36009,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 7545,Female,26.0,1.644053,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.096614,Sometimes,Public_Transportation,Obesity_Type_III 7546,Male,21.017383,1.62901,70.0,no,yes,2.0,1.0,no,no,2.0,no,0.80873,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7547,Male,28.824194,1.72,84.687554,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 7548,Female,19.993154,1.585547,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7549,Female,22.771001,1.819614,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,1.554817,0.860321,Sometimes,Public_Transportation,Obesity_Type_III 7550,Male,18.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7551,Female,25.96701,1.622297,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.001272,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 7552,Male,22.052152,1.792998,89.998729,yes,yes,1.967061,1.0,Sometimes,no,2.0,no,0.413643,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7553,Male,26.69858,1.829239,120.399758,yes,yes,2.919526,3.0,Sometimes,no,2.722276,no,0.955317,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7554,Male,25.01277,1.828276,118.377601,yes,yes,2.766612,3.0,Sometimes,no,1.0,no,1.05545,0.078207,Sometimes,Public_Transportation,Obesity_Type_II 7555,Male,30.444081,1.75,120.60094,yes,yes,2.972426,3.0,Sometimes,no,1.831187,no,1.046878,0.0,Sometimes,Automobile,Obesity_Type_II 7556,Male,24.443011,1.76414,113.077187,yes,yes,2.499108,3.0,Sometimes,no,2.0,no,1.926592,0.6454,Sometimes,Public_Transportation,Obesity_Type_II 7557,Male,21.0,1.62,70.0,no,yes,3.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7558,Female,19.0,1.63,66.5,no,no,3.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7559,Female,41.0,1.56,80.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 7560,Female,30.315784,1.517998,79.414603,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7561,Female,21.0,1.59,44.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7562,Female,18.0,1.6,51.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 7563,Female,18.0,1.67,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 7564,Male,23.0,1.74,94.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 7565,Female,20.0,1.66,60.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7566,Female,21.872484,1.755254,79.67793,yes,yes,2.0,2.174968,Sometimes,no,1.622827,no,0.0,0.797215,Sometimes,Public_Transportation,Overweight_Level_I 7567,Male,23.0,1.819867,91.499683,yes,yes,1.899793,2.701521,Sometimes,no,2.035954,no,0.00705,0.395579,Sometimes,Public_Transportation,Overweight_Level_II 7568,Male,22.815416,1.811602,121.864326,yes,yes,2.490776,2.806341,Sometimes,no,2.109858,no,1.079524,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7569,Female,16.910997,1.653876,49.603807,no,yes,2.14961,1.0,Sometimes,no,2.0,no,0.281876,0.256382,Sometimes,Public_Transportation,Insufficient_Weight 7570,Female,21.291969,1.729719,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,1.68291,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 7571,Female,25.783865,1.610225,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.512035,no,0.210351,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 7572,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 7573,Female,22.926352,1.627908,81.66995,yes,yes,2.684528,1.311797,Sometimes,no,1.998108,no,0.0,1.50301,no,Public_Transportation,Obesity_Type_I 7574,Female,25.945139,1.642098,104.585783,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.043689,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 7575,Female,25.940153,1.644199,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.310076,no,0.109327,0.555591,Sometimes,Public_Transportation,Obesity_Type_III 7576,Female,22.518787,1.624367,82.414477,yes,yes,2.827773,1.131695,Sometimes,no,2.13755,no,1.264616,1.55011,no,Public_Transportation,Obesity_Type_I 7577,Male,31.540751,1.766975,91.363293,yes,yes,2.0,2.993623,Sometimes,no,1.0,no,0.933595,0.0,Sometimes,Automobile,Overweight_Level_II 7578,Male,22.667596,1.801848,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7579,Male,25.0,1.66,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7580,Female,22.836315,1.710415,51.692272,yes,yes,2.870895,3.0,Frequently,no,1.911664,no,1.967234,0.0,no,Public_Transportation,Insufficient_Weight 7581,Female,26.0,1.641849,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.16779,Sometimes,Public_Transportation,Obesity_Type_III 7582,Male,18.0,1.818641,86.0805,yes,yes,2.944287,1.374791,Sometimes,no,2.0,no,2.685087,0.220029,Sometimes,Public_Transportation,Overweight_Level_I 7583,Female,26.0,1.633195,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 7584,Female,21.379676,1.593847,44.050251,no,no,3.0,1.273128,Frequently,no,1.959777,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 7585,Female,23.0,1.65,58.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7586,Male,17.420269,1.713564,54.98234,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.892922,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7587,Male,22.771612,1.750384,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.669179,1.237867,no,Public_Transportation,Obesity_Type_I 7588,Male,18.0,1.806947,85.607466,yes,yes,2.094184,3.0,Sometimes,no,2.452986,no,1.17177,0.17403,Sometimes,Public_Transportation,Overweight_Level_I 7589,Male,24.0,1.62,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 7590,Female,21.682636,1.73581,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.544632,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 7591,Male,31.56724,1.773664,126.798173,yes,yes,2.23372,3.0,Sometimes,yes,2.146398,no,1.285976,0.900067,Sometimes,Public_Transportation,Obesity_Type_II 7592,Male,22.200779,1.706912,105.000706,yes,yes,2.685484,3.0,Sometimes,no,2.649459,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7593,Male,20.0,1.72,67.0,no,yes,2.0,4.0,Sometimes,no,1.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7594,Female,25.95774,1.624395,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.001015,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 7595,Male,21.0,1.87,97.0,yes,no,2.0,3.0,Always,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7596,Female,19.97166,1.611058,72.105856,yes,yes,2.962415,3.092116,Sometimes,no,1.636326,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7597,Male,19.717249,1.823755,87.107317,yes,yes,2.0,2.884848,Sometimes,no,2.434832,no,2.0,1.35537,Sometimes,Public_Transportation,Overweight_Level_I 7598,Female,26.0,1.632896,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 7599,Female,17.0,1.63,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7600,Male,37.056193,1.770126,117.708705,yes,yes,2.0,2.993623,Sometimes,no,1.972016,no,1.144876,0.0,Sometimes,Automobile,Obesity_Type_II 7601,Male,21.0,1.7,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 7602,Male,19.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 7603,Female,35.483601,1.698049,77.91692,yes,yes,2.0,2.986172,Sometimes,no,1.849997,no,0.886817,0.0,no,Automobile,Overweight_Level_II 7604,Male,34.281681,1.755317,83.285753,yes,yes,2.129668,1.590982,Sometimes,no,2.0,no,0.0,0.930051,Sometimes,Automobile,Overweight_Level_II 7605,Male,18.0,1.8,70.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7606,Female,21.768834,1.732951,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.486289,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 7607,Female,19.0,1.663509,49.650897,no,yes,2.844607,3.0,Sometimes,no,1.975528,yes,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7608,Female,19.0,1.69,63.0,yes,no,2.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Automobile,Normal_Weight 7609,Male,19.713169,1.744733,85.0,yes,yes,2.0,3.0,Sometimes,no,2.703337,no,2.15252,1.915818,Sometimes,Public_Transportation,Overweight_Level_II 7610,Female,26.0,1.650125,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 7611,Male,22.591026,1.829239,105.10761,yes,yes,2.0,1.599464,Sometimes,no,2.073497,no,0.245354,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7612,Female,25.0,1.59,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7613,Female,26.0,1.633794,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.290898,Sometimes,Public_Transportation,Obesity_Type_III 7614,Female,38.0,1.55,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Automobile,Obesity_Type_I 7615,Female,26.0,1.630927,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 7616,Male,31.659557,1.751046,118.332966,yes,yes,2.0,3.0,Sometimes,no,2.173417,no,0.0,0.376683,Sometimes,Public_Transportation,Obesity_Type_II 7617,Female,17.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Walking,Overweight_Level_I 7618,Female,18.0,1.6,80.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7619,Female,22.277859,1.622787,82.039,yes,yes,1.973499,1.0,Sometimes,no,2.0,no,0.654316,1.306,Sometimes,Public_Transportation,Obesity_Type_I 7620,Male,34.243146,1.701584,84.340406,yes,yes,2.0,3.0,Sometimes,no,1.701835,no,0.0,0.819475,no,Automobile,Overweight_Level_II 7621,Female,21.682636,1.72692,131.572387,yes,yes,3.0,3.0,Sometimes,no,1.796376,no,1.728332,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 7622,Male,23.664709,1.909198,121.248035,yes,yes,2.845961,1.355354,Sometimes,no,2.0,no,1.48809,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7623,Female,22.0,1.624576,82.0,yes,yes,1.813234,1.0,Sometimes,no,2.0,no,0.0,1.895312,no,Public_Transportation,Obesity_Type_I 7624,Female,21.996118,1.697228,75.399191,yes,yes,2.0,3.245148,Sometimes,no,1.843172,no,0.63119,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7625,Female,22.857123,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.807076,1.344072,no,Public_Transportation,Overweight_Level_II 7626,Male,33.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 7627,Male,18.0,1.82,95.0,yes,yes,2.0,3.0,Always,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 7628,Female,23.0,1.56,55.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7629,Female,18.367481,1.742062,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.900857,no,1.480919,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 7630,Female,26.0,1.65782,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 7631,Male,22.976188,1.844751,89.909259,yes,yes,1.99124,2.372311,Sometimes,no,2.0,no,0.094893,0.568668,Sometimes,Public_Transportation,Overweight_Level_I 7632,Female,20.418832,1.746411,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,1.167856,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 7633,Female,26.0,1.641132,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 7634,Female,21.289104,1.735461,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,1.723934,0.952352,Sometimes,Public_Transportation,Obesity_Type_III 7635,Male,24.521879,1.783914,120.344402,yes,yes,2.962415,2.993634,Sometimes,no,1.639202,no,1.866839,0.6454,Sometimes,Public_Transportation,Obesity_Type_II 7636,Female,19.0,1.584951,80.491339,yes,yes,2.0,2.976211,Sometimes,no,2.192063,no,0.74225,0.0,no,Public_Transportation,Overweight_Level_I 7637,Female,19.0,1.75,49.0,yes,no,3.0,3.0,Sometimes,yes,2.0,no,3.0,2.0,no,Public_Transportation,Insufficient_Weight 7638,Male,17.491272,1.821514,58.854416,yes,yes,2.598051,4.0,Sometimes,no,2.0,no,2.0,0.276364,Sometimes,Automobile,Insufficient_Weight 7639,Male,24.0,1.7,86.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7640,Male,18.0,1.8,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7641,Female,18.470562,1.605495,82.532994,yes,yes,1.947495,3.098399,Sometimes,no,2.469469,no,2.164472,0.921991,Sometimes,Public_Transportation,Overweight_Level_I 7642,Female,25.0,1.56,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 7643,Male,22.815416,1.765137,121.889803,yes,yes,1.947405,1.851088,Sometimes,no,1.292479,no,1.949667,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 7644,Male,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7645,Female,20.0,1.65,64.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7646,Female,38.0,1.53,78.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 7647,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 7648,Male,21.0,1.8,80.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 7649,Female,19.726522,1.691007,49.980968,yes,yes,2.652958,3.0,Sometimes,no,2.792074,no,2.0,0.802305,Sometimes,Public_Transportation,Insufficient_Weight 7650,Female,25.966504,1.63073,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.129178,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 7651,Female,26.0,1.632896,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 7652,Male,31.333798,1.70653,101.038263,yes,yes,2.996186,1.058123,Sometimes,no,1.0,no,1.982379,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7653,Male,24.001196,1.704877,100.624553,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.352973,0.0,no,Public_Transportation,Obesity_Type_II 7654,Male,17.925497,1.818641,85.687751,no,yes,2.465575,3.563744,Sometimes,no,2.0,no,2.000088,0.127879,Sometimes,Automobile,Overweight_Level_I 7655,Male,19.755797,1.7,79.697278,yes,yes,2.749268,2.937607,Sometimes,no,2.721769,no,0.854337,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7656,Female,21.01245,1.65563,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.567366,no,1.537639,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 7657,Female,26.0,1.63302,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 7658,Male,18.0,1.841879,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 7659,Male,37.205173,1.760175,117.75701,yes,yes,2.0,3.0,Sometimes,no,1.78471,no,0.926592,0.0,Sometimes,Automobile,Obesity_Type_II 7660,Male,25.659092,1.796332,117.86159,yes,yes,2.490776,3.0,Sometimes,no,2.640483,no,1.266866,0.066805,Sometimes,Public_Transportation,Obesity_Type_II 7661,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7662,Male,21.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 7663,Female,17.0,1.75,56.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7664,Male,33.0816,1.705617,83.016968,yes,yes,2.0,3.0,Sometimes,no,2.991671,no,2.148738,0.0,Sometimes,Automobile,Overweight_Level_II 7665,Female,20.392665,1.74595,80.018571,yes,yes,2.0,3.0,Sometimes,no,2.453384,no,1.0,0.00159,Sometimes,Public_Transportation,Overweight_Level_I 7666,Female,26.0,1.626179,110.919646,yes,yes,3.0,3.0,Sometimes,no,1.49681,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 7667,Male,20.634694,1.699818,82.919584,yes,yes,1.936479,3.0,Sometimes,no,2.0,no,0.835271,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7668,Female,21.0,1.55,62.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7669,Male,18.0,1.621233,108.10736,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7670,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7671,Female,19.0,1.65,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7672,Male,19.0,1.85,87.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7673,Male,30.357745,1.758687,112.932984,yes,yes,1.428289,3.0,Sometimes,no,2.080187,no,0.94893,0.261793,Sometimes,Automobile,Obesity_Type_II 7674,Female,25.982261,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.01682,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 7675,Female,21.0,1.69,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7676,Male,18.147705,1.856315,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.994592,0.185499,Sometimes,Public_Transportation,Overweight_Level_I 7677,Male,26.899886,1.84629,121.421121,yes,yes,2.348745,3.0,Sometimes,no,2.435489,no,0.0,1.667745,Sometimes,Public_Transportation,Obesity_Type_II 7678,Female,26.0,1.62495,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 7679,Male,37.7325,1.725548,117.651046,yes,yes,2.0,2.77684,Sometimes,no,2.15157,no,1.096818,0.0,Sometimes,Automobile,Obesity_Type_II 7680,Male,21.0,1.82,68.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7681,Male,26.947786,1.754441,118.332689,yes,yes,2.927218,3.0,Sometimes,no,2.816052,no,0.822186,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7682,Male,22.0,1.66,70.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7683,Male,30.493946,1.756221,119.841446,yes,yes,2.177896,3.0,Sometimes,no,1.515183,no,0.943058,1.673584,Sometimes,Automobile,Obesity_Type_II 7684,Male,22.771001,1.828276,120.998266,yes,yes,2.9673,3.0,Sometimes,no,2.628816,no,1.680844,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7685,Female,25.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 7686,Female,22.976188,1.706349,51.132809,yes,yes,2.823179,3.0,Sometimes,no,1.855054,no,0.248034,1.0,no,Public_Transportation,Insufficient_Weight 7687,Male,18.0,1.803527,108.251044,yes,yes,2.0,1.706551,Sometimes,no,2.094479,no,1.0,0.555591,no,Public_Transportation,Obesity_Type_I 7688,Male,17.0,1.72,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7689,Female,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 7690,Female,23.0,1.7,76.0,no,no,2.0,3.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 7691,Female,25.994746,1.623113,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.331123,no,0.008368,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 7692,Male,29.633715,1.709101,102.544589,yes,yes,2.919584,1.139317,Sometimes,no,1.175714,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 7693,Female,26.0,1.624576,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.984323,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 7694,Female,26.0,1.650125,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 7695,Male,18.0,1.8,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 7696,Female,21.0,1.61,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7697,Male,21.017383,1.701387,75.0,yes,yes,2.0,3.0,Sometimes,no,1.142873,no,0.80989,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7698,Male,24.511445,1.848553,121.248035,yes,yes,2.475892,2.695396,Sometimes,no,2.699675,no,0.425621,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7699,Male,25.136116,1.766975,115.277392,yes,yes,2.766612,3.0,Sometimes,no,2.165804,no,0.614959,0.076693,Sometimes,Public_Transportation,Obesity_Type_II 7700,Male,18.0,1.70653,52.058335,yes,yes,2.886157,3.0,Sometimes,no,2.0,no,0.417119,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7701,Male,36.542885,1.78,100.245302,yes,yes,2.712747,2.743277,Sometimes,no,2.923856,no,2.094542,0.0,Sometimes,Automobile,Obesity_Type_I 7702,Male,31.62638,1.677672,92.368359,yes,yes,2.0,3.0,Sometimes,no,2.450069,no,0.0,1.302594,Sometimes,Automobile,Overweight_Level_II 7703,Female,17.0,1.7,56.0,no,yes,3.0,4.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7704,Male,22.832105,1.849507,121.236915,yes,yes,2.919526,2.99321,Sometimes,no,1.984323,no,1.981154,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7705,Female,18.367481,1.624831,82.459577,yes,yes,1.773265,3.0,Sometimes,no,1.773236,no,1.221791,1.616045,Sometimes,Public_Transportation,Obesity_Type_I 7706,Female,17.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7707,Male,39.12631,1.782714,79.67793,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 7708,Female,22.0,1.66,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7709,Female,19.272573,1.633491,41.706283,yes,yes,1.005578,1.672751,Sometimes,no,1.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 7710,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 7711,Female,20.217015,1.802257,136.516648,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.746583,0.845633,Sometimes,Public_Transportation,Obesity_Type_III 7712,Female,23.728707,1.725233,75.0,yes,yes,2.204914,3.0,Sometimes,no,2.793505,no,0.0,1.665621,Sometimes,Public_Transportation,Overweight_Level_I 7713,Male,22.676243,1.87034,120.0,yes,yes,2.640801,3.0,Sometimes,no,2.0,no,1.32534,1.758865,Sometimes,Public_Transportation,Obesity_Type_II 7714,Male,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7715,Female,16.0,1.65,58.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 7716,Female,26.0,1.630927,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 7717,Male,26.0,1.7,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 7718,Female,26.0,1.624099,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 7719,Female,19.97981,1.523426,42.0,no,yes,2.0,1.0,Frequently,no,1.619305,no,1.949667,0.076693,Sometimes,Public_Transportation,Insufficient_Weight 7720,Male,22.0,1.85,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 7721,Female,26.0,1.633195,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 7722,Male,30.0,1.78,118.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 7723,Female,25.994746,1.629191,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.07115,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 7724,Male,35.0,1.75,98.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 7725,Male,18.0,1.8,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7726,Female,20.801791,1.721476,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.45473,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 7727,Male,40.654155,1.663509,80.0,yes,yes,2.0,3.0,Sometimes,no,1.015677,no,0.0,0.0,no,Automobile,Obesity_Type_I 7728,Male,18.0,1.8,65.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 7729,Male,19.0,1.83,114.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 7730,Female,20.0,1.55,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7731,Male,21.0,1.72,70.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7732,Female,25.955361,1.626179,105.479313,yes,yes,3.0,3.0,Sometimes,no,2.054072,no,0.04525,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 7733,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 7734,Female,25.895546,1.653431,104.585783,yes,yes,3.0,3.0,Sometimes,no,2.854161,no,0.268801,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 7735,Female,20.400053,1.567131,42.0,no,yes,2.0,3.0,Frequently,no,1.292786,no,1.612248,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7736,Male,22.857123,1.87034,121.492316,yes,yes,2.870895,2.65772,Sometimes,no,2.756916,no,0.792553,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7737,Male,30.710511,1.76569,120.209711,yes,yes,2.938687,3.0,Sometimes,no,2.838893,no,1.917383,0.36216,Sometimes,Automobile,Obesity_Type_II 7738,Female,22.851834,1.730167,82.582954,yes,yes,2.0,1.226342,Sometimes,no,2.650989,no,1.228136,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7739,Male,25.66668,1.772349,114.254278,yes,yes,1.276858,3.0,Sometimes,no,2.152666,no,1.285976,0.073088,Sometimes,Public_Transportation,Obesity_Type_II 7740,Female,18.0,1.6,48.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 7741,Female,21.704699,1.779049,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.531456,no,1.980738,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 7742,Male,30.702559,1.75,120.860386,yes,yes,2.576449,3.0,Sometimes,no,2.224164,no,1.062011,0.2916,Sometimes,Public_Transportation,Obesity_Type_II 7743,Male,22.177099,1.81748,96.738014,yes,yes,2.0,1.894384,Sometimes,no,2.0,no,2.627515,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7744,Female,26.0,1.63,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7745,Male,29.506287,1.761519,109.996742,yes,yes,2.031246,3.0,Sometimes,no,2.777557,no,2.392047,0.0,Sometimes,Automobile,Obesity_Type_I 7746,Male,34.0,1.78,87.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 7747,Male,30.64243,1.763029,118.780099,yes,yes,2.95841,3.0,Sometimes,no,2.357373,no,0.597863,0.0,Sometimes,Automobile,Obesity_Type_II 7748,Female,21.682636,1.741192,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.510398,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 7749,Male,22.0,1.78,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7750,Male,22.0,1.85,90.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 7751,Female,18.0,1.7,75.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7752,Male,18.0,1.82,115.0,yes,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 7753,Male,37.955371,1.752391,117.236915,yes,yes,1.624366,3.0,Sometimes,no,2.038128,no,1.05545,0.0,Sometimes,Automobile,Obesity_Type_II 7754,Male,25.486521,1.810616,87.0,no,yes,2.0,1.0,Sometimes,no,1.636326,no,2.0,0.0,no,Automobile,Overweight_Level_I 7755,Female,26.0,1.622701,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 7756,Male,55.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 7757,Female,17.0,1.58,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7758,Female,23.0,1.6,72.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 7759,Female,21.0,1.55,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7760,Female,23.426036,1.757442,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.578038,no,1.501754,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 7761,Male,25.992898,1.792687,107.012256,yes,yes,2.0,3.0,Sometimes,no,2.347322,no,1.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_I 7762,Male,33.0,1.8,97.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 7763,Female,18.0,1.6,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7764,Male,22.908879,1.726774,94.256547,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,0.0,1.39322,no,Public_Transportation,Obesity_Type_I 7765,Female,39.685846,1.550122,80.0,yes,yes,2.0,3.0,Sometimes,no,2.923856,no,2.89118,0.0,Sometimes,Automobile,Obesity_Type_I 7766,Male,30.200946,1.754996,120.0,yes,yes,2.568063,3.0,Sometimes,no,2.090213,no,1.596576,0.597626,Sometimes,Automobile,Obesity_Type_II 7767,Male,22.277859,1.824414,93.558854,yes,yes,2.076689,2.77684,Sometimes,no,1.551266,no,1.879818,1.0,Frequently,Automobile,Overweight_Level_II 7768,Male,24.001685,1.609418,100.078367,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.19102,0.196288,Sometimes,Public_Transportation,Obesity_Type_II 7769,Male,20.0,1.64,65.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7770,Female,38.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 7771,Female,18.335019,1.682253,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.544632,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 7772,Female,25.901924,1.623113,104.928643,yes,yes,2.076689,3.0,Sometimes,no,1.029241,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_I 7773,Female,22.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Walking,Normal_Weight 7774,Female,21.0,1.57,44.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7775,Male,29.981494,1.661403,112.409191,yes,yes,2.921576,3.0,Sometimes,no,2.0,no,0.0,0.73421,Sometimes,Automobile,Obesity_Type_II 7776,Female,23.0,1.5,60.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 7777,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7778,Female,31.327609,1.810427,87.803311,yes,yes,2.0,1.105617,Sometimes,no,2.641642,no,2.0,0.808599,Sometimes,Automobile,Overweight_Level_I 7779,Female,21.768153,1.634688,68.392133,yes,yes,2.842102,3.0,Sometimes,no,1.746197,no,0.935217,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7780,Female,26.0,1.622701,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 7781,Male,17.0,1.79,87.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Overweight_Level_I 7782,Male,21.837996,1.64456,94.743892,yes,yes,2.108711,1.116401,Sometimes,no,2.0,no,0.503105,1.74992,no,Public_Transportation,Obesity_Type_I 7783,Male,30.796262,1.772449,120.872294,yes,yes,2.739,3.0,Sometimes,no,2.316069,no,1.854337,0.729722,Sometimes,Automobile,Obesity_Type_II 7784,Male,16.931489,1.718534,50.0,no,yes,2.0,3.443456,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7785,Male,18.0,1.751067,51.216463,yes,yes,1.961347,3.0,Sometimes,no,2.08554,no,1.0,1.673584,Sometimes,Public_Transportation,Insufficient_Weight 7786,Female,20.978166,1.721476,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,1.525165,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 7787,Male,23.0,1.7,82.283185,yes,yes,2.0,2.961113,Sometimes,no,1.660614,no,0.065264,1.632506,Sometimes,Public_Transportation,Overweight_Level_II 7788,Male,17.570089,1.717601,50.0,no,yes,2.896562,3.647154,Sometimes,no,1.0,no,0.93732,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7789,Female,21.81119,1.748313,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.624981,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 7790,Female,18.0,1.66,57.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7791,Male,20.0,1.7,105.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,3.0,1.0,Sometimes,Motorbike,Obesity_Type_I 7792,Female,25.918524,1.627839,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,0.069238,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 7793,Female,18.0,1.56,50.0,no,yes,1.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7794,Female,41.0,1.57,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7795,Female,26.0,1.633195,111.830924,yes,yes,3.0,3.0,Sometimes,no,1.274718,no,0.0,0.36216,Sometimes,Public_Transportation,Obesity_Type_III 7796,Male,30.0,1.915,129.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7797,Female,26.0,1.622771,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_III 7798,Male,21.948577,1.792646,105.000276,yes,yes,2.0,3.0,Sometimes,no,2.476002,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7799,Male,29.0,1.8,102.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7800,Female,17.0,1.76,55.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Walking,Insufficient_Weight 7801,Male,26.945139,1.699793,102.523111,yes,yes,2.765063,1.089048,Sometimes,no,1.0,no,1.976427,1.0,no,Public_Transportation,Obesity_Type_II 7802,Male,20.0,1.65,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7803,Female,41.0,1.64,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7804,Male,33.151905,1.705682,83.986895,yes,yes,2.971588,2.044035,Sometimes,no,1.981782,no,0.932792,1.890214,no,Automobile,Overweight_Level_II 7805,Female,21.962426,1.624576,68.06609,yes,yes,1.961069,3.0,Sometimes,no,1.99467,no,0.651412,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7806,Female,18.0,1.652674,90.032671,yes,yes,2.0,3.0,Sometimes,no,1.926577,no,1.293665,0.622638,no,Public_Transportation,Obesity_Type_I 7807,Female,21.291969,1.719913,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.051889,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 7808,Female,21.0,1.6,68.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_I 7809,Female,25.986368,1.668951,112.249699,yes,yes,3.0,3.0,Sometimes,no,2.930137,no,0.043101,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 7810,Female,26.0,1.649178,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.081929,Sometimes,Public_Transportation,Obesity_Type_III 7811,Male,25.717522,1.773491,114.133149,yes,yes,2.225731,3.0,Sometimes,no,2.154326,no,1.112504,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 7812,Male,34.576714,1.703317,84.729197,yes,yes,2.325623,1.92822,Sometimes,no,2.0,no,1.930033,0.0,no,Automobile,Overweight_Level_II 7813,Male,23.0,1.79,94.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7814,Male,22.0,1.69,66.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7815,Female,25.950898,1.642572,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 7816,Male,22.0,1.63,68.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7817,Female,37.0,1.63,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7818,Male,24.511445,1.755938,119.081804,yes,yes,2.938616,2.937989,Sometimes,no,2.715856,no,1.266739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7819,Male,23.0,1.67805,90.0,yes,yes,2.0,3.0,Sometimes,no,2.041536,no,0.654316,0.0,no,Public_Transportation,Obesity_Type_I 7820,Male,17.099015,1.75463,58.19515,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.870127,0.806069,no,Automobile,Insufficient_Weight 7821,Female,26.0,1.627532,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 7822,Male,19.0,1.704573,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.546738,Sometimes,Public_Transportation,Insufficient_Weight 7823,Male,17.0,1.6,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7824,Female,21.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7825,Male,27.0,1.7,72.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 7826,Male,18.0,1.85,86.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Obesity_Type_I 7827,Female,21.772251,1.616085,68.653347,yes,yes,2.334474,3.623364,no,no,2.0,no,1.99507,0.218574,Sometimes,Public_Transportation,Overweight_Level_I 7828,Female,23.0,1.59,65.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 7829,Male,20.0,1.78,103.0,yes,yes,3.0,1.0,Sometimes,yes,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 7830,Male,22.0,1.74,66.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7831,Male,26.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7832,Male,19.0,1.7,76.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7833,Female,25.895546,1.663341,104.712219,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.268801,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 7834,Male,26.798532,1.758372,118.154345,yes,yes,2.977585,3.0,Sometimes,no,2.152666,no,1.980738,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7835,Female,22.0,1.69,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7836,Female,25.930376,1.640741,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.026033,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 7837,Female,18.0,1.56,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7838,Female,28.377958,1.675979,74.959747,yes,yes,2.66889,1.477581,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7839,Female,26.0,1.631144,107.482662,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 7840,Female,26.0,1.626449,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 7841,Male,22.667596,1.753389,54.877111,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 7842,Male,18.024744,1.694952,52.058335,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.095389,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7843,Female,43.719395,1.644199,81.918809,yes,yes,2.253707,3.0,Sometimes,no,2.654517,no,1.699056,0.0,Sometimes,Automobile,Obesity_Type_I 7844,Male,18.0,1.78,79.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 7845,Female,18.0,1.758618,54.567343,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 7846,Male,17.0,1.8,58.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Walking,Normal_Weight 7847,Female,21.282238,1.748584,133.845064,yes,yes,3.0,3.0,Sometimes,no,1.931163,no,1.723934,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 7848,Male,20.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 7849,Male,22.087056,1.733439,114.144378,yes,yes,2.938687,2.877583,Sometimes,no,2.15687,no,1.912981,0.934493,Sometimes,Public_Transportation,Obesity_Type_II 7850,Male,18.0,1.7,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7851,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 7852,Female,21.0,1.65,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7853,Male,21.793724,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.926381,1.667745,no,Public_Transportation,Overweight_Level_II 7854,Female,18.0,1.755926,86.098523,yes,yes,2.067817,3.0,Sometimes,no,1.131169,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7855,Female,23.0,1.61,56.0,yes,no,3.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 7856,Male,22.0,1.75,70.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7857,Female,26.0,1.632377,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 7858,Female,25.919241,1.623113,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.174611,no,0.095389,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 7859,Male,18.0,1.844751,86.242679,yes,yes,2.0,3.0,Sometimes,no,2.474132,no,1.0,0.220087,Sometimes,Public_Transportation,Overweight_Level_II 7860,Male,18.0,1.75,112.0,yes,no,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 7861,Male,17.0,1.6,58.0,no,no,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7862,Male,19.72925,1.840138,60.0,yes,yes,2.0,4.0,Sometimes,no,2.506296,no,2.0,1.0,no,Automobile,Insufficient_Weight 7863,Female,26.0,1.629442,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 7864,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7865,Female,18.381382,1.719913,124.805868,yes,yes,3.0,3.0,Sometimes,no,1.660614,no,1.998047,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 7866,Male,23.0,1.7,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7867,Female,17.0,1.7,56.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 7868,Male,19.0,1.8,98.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Automobile,Overweight_Level_II 7869,Male,19.0,1.85,87.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7870,Female,26.0,1.633195,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 7871,Male,34.821442,1.713825,84.134712,yes,yes,2.0,3.0,Sometimes,no,2.174835,no,0.0,0.947884,no,Automobile,Overweight_Level_II 7872,Female,25.996716,1.654784,104.954834,yes,yes,3.0,3.0,Sometimes,no,2.331123,no,0.978815,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 7873,Female,19.665881,1.673491,49.945233,no,no,2.919584,3.0,Frequently,no,2.699675,no,1.098862,1.366355,Sometimes,Public_Transportation,Insufficient_Weight 7874,Female,22.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7875,Female,26.0,1.668642,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.889517,Sometimes,Public_Transportation,Obesity_Type_III 7876,Female,21.0,1.53,47.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7877,Female,19.054008,1.729099,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.68249,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 7878,Male,25.0,1.78,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7879,Female,26.0,1.638836,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.236067,Sometimes,Public_Transportation,Obesity_Type_III 7880,Female,35.217173,1.637396,62.871794,yes,yes,2.442536,2.371658,Sometimes,no,1.0,no,0.0,0.105936,Sometimes,Automobile,Overweight_Level_I 7881,Male,23.0,1.710948,51.073918,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.922739,0.429081,Sometimes,Public_Transportation,Insufficient_Weight 7882,Female,17.0,1.72,97.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 7883,Female,25.540865,1.668709,104.303711,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.319156,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 7884,Male,20.677105,1.782756,102.950929,yes,yes,2.0,3.0,Sometimes,no,1.618189,no,0.571648,0.0,no,Public_Transportation,Obesity_Type_I 7885,Male,18.535075,1.574017,41.452385,no,yes,2.724285,2.401341,Frequently,no,1.0,no,1.63812,0.105936,Sometimes,Public_Transportation,Insufficient_Weight 7886,Female,25.930376,1.629442,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.24629,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 7887,Male,27.0,1.68,71.0,yes,no,2.0,1.0,Frequently,no,2.0,yes,2.0,2.0,no,Public_Transportation,Overweight_Level_II 7888,Female,22.926352,1.74402,52.09432,yes,yes,3.0,3.0,Frequently,no,2.626309,no,0.994422,0.861809,no,Public_Transportation,Insufficient_Weight 7889,Female,26.0,1.656504,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.530035,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 7890,Male,18.216032,1.755978,52.058335,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.14495,1.108145,no,Public_Transportation,Insufficient_Weight 7891,Male,25.795187,1.61082,102.592171,yes,yes,2.323351,1.394539,Sometimes,no,1.0,no,0.665439,0.474836,no,Public_Transportation,Obesity_Type_II 7892,Female,25.955361,1.654784,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.094893,0.579541,Sometimes,Public_Transportation,Obesity_Type_III 7893,Female,21.322097,1.521008,42.006282,no,yes,2.967853,1.0,Sometimes,no,1.326165,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 7894,Female,19.994543,1.541039,39.101805,no,yes,1.889883,3.0,Sometimes,no,2.0,no,2.0,1.487223,Sometimes,Public_Transportation,Insufficient_Weight 7895,Female,19.783234,1.530875,63.892071,yes,no,2.253998,2.625942,Sometimes,no,1.335192,no,0.02112,0.845774,no,Public_Transportation,Overweight_Level_II 7896,Male,33.0,1.74,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 7897,Male,22.0,1.7,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7898,Female,19.872667,1.819728,151.975864,yes,yes,3.0,3.0,Sometimes,no,2.845134,no,1.956278,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 7899,Male,30.722801,1.829757,123.172214,yes,yes,2.9673,3.0,Sometimes,no,1.979833,no,0.886817,0.173665,Sometimes,Public_Transportation,Obesity_Type_II 7900,Male,35.0,1.78,105.0,yes,no,2.0,3.0,Always,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_II 7901,Female,26.0,1.632193,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 7902,Male,33.0,1.7,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7903,Female,26.0,1.628909,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 7904,Female,26.0,1.641133,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 7905,Female,21.008297,1.748524,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.999836,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 7906,Male,19.955257,1.768231,85.568385,yes,yes,2.0,3.821461,Sometimes,no,2.426465,no,2.236586,1.616826,Sometimes,Public_Transportation,Overweight_Level_I 7907,Male,22.0,1.69,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Walking,Overweight_Level_II 7908,Male,25.0,1.81,71.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7909,Male,24.5822,1.652971,103.0344,yes,yes,2.971574,2.174968,Sometimes,no,1.459511,no,1.072318,0.0,no,Public_Transportation,Obesity_Type_II 7910,Male,22.0,1.7,56.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Walking,Normal_Weight 7911,Male,19.317148,1.818226,85.833029,yes,yes,2.754646,3.714833,Sometimes,no,2.949419,no,2.545931,0.786609,Sometimes,Public_Transportation,Overweight_Level_I 7912,Male,17.412629,1.758539,59.243506,yes,yes,2.424977,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 7913,Female,18.0,1.65,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7914,Female,17.0,1.65,59.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7915,Male,18.0,1.78,108.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 7916,Female,21.379676,1.613921,67.083121,yes,yes,1.947405,3.0,no,no,2.566629,no,0.93732,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7917,Male,28.421533,1.791047,108.012603,yes,yes,2.0,1.355354,Sometimes,no,1.274718,no,0.979306,0.0,no,Public_Transportation,Obesity_Type_I 7918,Male,29.246269,1.909188,129.349471,yes,yes,2.959658,3.0,Sometimes,no,1.983649,no,1.879818,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7919,Female,21.282238,1.774207,133.94608,yes,yes,3.0,3.0,Sometimes,no,1.221281,no,1.686229,0.965464,Sometimes,Public_Transportation,Obesity_Type_III 7920,Male,23.0,1.75,60.0,no,no,2.0,3.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7921,Male,21.0,1.7,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 7922,Male,23.0,1.7921,87.906019,no,yes,2.0,3.990925,no,no,1.622638,no,0.769726,1.906141,no,Automobile,Overweight_Level_I 7923,Male,26.199321,1.766888,91.798103,yes,yes,1.27785,3.0,Sometimes,no,2.0,no,0.143955,1.119877,Sometimes,Automobile,Overweight_Level_II 7924,Female,38.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 7925,Female,19.0,1.64,53.8,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 7926,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 7927,Male,21.0,1.88,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 7928,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7929,Female,26.0,1.640824,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 7930,Female,38.112989,1.55,62.877347,no,yes,2.630137,3.0,Sometimes,no,1.440526,no,0.684487,0.395468,Sometimes,Automobile,Overweight_Level_I 7931,Female,25.95774,1.611462,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 7932,Male,25.100513,1.773181,118.363376,yes,yes,1.451337,3.0,Sometimes,no,2.0,no,0.554646,1.366355,Sometimes,Automobile,Obesity_Type_II 7933,Female,26.0,1.649439,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.632983,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 7934,Male,23.0,1.75,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,no,Public_Transportation,Normal_Weight 7935,Male,26.957645,1.827279,120.009392,yes,yes,2.263245,3.0,Sometimes,no,2.299878,no,1.082236,0.584755,Sometimes,Public_Transportation,Obesity_Type_II 7936,Male,33.270448,1.737984,83.3258,yes,yes,2.0,2.880817,Sometimes,no,2.0,no,1.910577,0.0,no,Automobile,Overweight_Level_II 7937,Female,19.0,1.695347,77.355417,yes,yes,2.973569,2.473911,Sometimes,no,2.197732,no,1.96582,0.828549,no,Public_Transportation,Overweight_Level_II 7938,Male,25.01277,1.859717,114.187096,yes,yes,2.225731,3.0,Sometimes,no,2.154326,no,1.011477,0.289218,Sometimes,Public_Transportation,Obesity_Type_II 7939,Male,30.403205,1.696336,100.5,yes,yes,2.671238,1.109956,Sometimes,no,1.0,no,1.320065,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7940,Female,18.335019,1.746516,126.798173,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,0.944982,0.652485,Sometimes,Public_Transportation,Obesity_Type_III 7941,Female,42.0,1.53,79.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 7942,Male,26.032416,1.787787,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.110611,no,1.890907,0.0,Sometimes,Public_Transportation,Obesity_Type_I 7943,Female,25.999636,1.741192,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.869439,no,0.017804,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 7944,Male,25.01277,1.772449,115.089316,yes,yes,2.880759,3.0,Sometimes,no,2.165804,no,1.05545,1.0739,Sometimes,Public_Transportation,Obesity_Type_II 7945,Female,22.851773,1.605662,82.480214,yes,yes,1.557287,1.0,Sometimes,no,2.0,no,2.113992,0.814518,Sometimes,Public_Transportation,Obesity_Type_I 7946,Male,30.710511,1.869323,129.232216,yes,yes,2.507841,3.0,Sometimes,no,1.947935,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7947,Male,33.185661,1.82697,87.0,yes,yes,2.0,1.0,Sometimes,no,2.175632,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 7948,Female,26.0,1.624134,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 7949,Female,41.0,1.64,77.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7950,Female,22.869778,1.648914,80.0,yes,yes,2.636719,2.884479,Sometimes,no,1.859089,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 7951,Female,21.0,1.6,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7952,Female,20.242237,1.507106,80.790813,yes,no,2.310423,3.98525,Sometimes,no,2.265727,no,0.662831,1.444033,no,Public_Transportation,Overweight_Level_II 7953,Female,22.977357,1.636592,82.0,yes,yes,2.735297,1.0,Sometimes,no,2.0,no,0.0,1.251554,Sometimes,Public_Transportation,Obesity_Type_I 7954,Female,21.0,1.5,58.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7955,Male,18.0,1.7,50.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 7956,Female,19.364339,1.71978,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.465931,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 7957,Female,26.70371,1.577824,80.0,yes,yes,2.826251,1.130751,Sometimes,no,2.117733,no,1.666965,0.022245,no,Automobile,Obesity_Type_I 7958,Male,21.0,1.78,68.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7959,Female,26.0,1.631856,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.987718,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 7960,Male,26.947786,1.75,119.081804,yes,yes,2.935157,3.0,Sometimes,no,2.154326,no,0.665439,0.0,Sometimes,Public_Transportation,Obesity_Type_II 7961,Female,37.631769,1.580964,77.355417,yes,yes,2.533605,2.77684,Sometimes,no,1.8924,no,0.0,0.091711,Sometimes,Automobile,Obesity_Type_I 7962,Female,42.586285,1.549311,81.918809,yes,yes,2.9553,1.326982,Sometimes,no,1.0,no,0.943058,0.0,Sometimes,Automobile,Obesity_Type_I 7963,Female,26.0,1.644199,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 7964,Female,26.0,1.629727,110.083442,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.01586,0.39174,Sometimes,Public_Transportation,Obesity_Type_III 7965,Male,17.0,1.8,55.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7966,Male,20.0,1.75,120.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 7967,Male,22.815416,1.710564,95.285898,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 7968,Female,23.0,1.532322,77.473204,no,yes,2.0,3.0,Sometimes,no,2.709428,no,0.260079,0.9976,no,Automobile,Obesity_Type_I 7969,Female,25.991194,1.699568,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,0.000454,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 7970,Female,27.0,1.53,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 7971,Female,41.0,1.51,80.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7972,Male,21.0,1.72,68.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7973,Female,21.682367,1.782453,137.852618,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.645532,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 7974,Male,21.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 7975,Female,43.238402,1.523426,77.956921,yes,yes,2.0,3.0,Sometimes,no,1.336526,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7976,Female,29.0,1.53,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 7977,Male,18.0,1.64,58.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 7978,Female,21.768153,1.755643,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.464674,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 7979,Female,16.0,1.6,49.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 7980,Female,21.0,1.742654,78.030383,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 7981,Male,20.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7982,Female,37.056193,1.559005,77.354744,yes,yes,2.0,3.0,Sometimes,no,1.526313,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 7983,Male,31.965402,1.836592,91.363293,yes,yes,2.938801,3.559841,Sometimes,no,1.0,no,0.994422,0.889517,Sometimes,Automobile,Overweight_Level_II 7984,Male,33.0,1.75,76.0,no,yes,3.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 7985,Male,22.0,1.74,75.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7986,Male,30.717727,1.673482,112.395309,yes,yes,2.765063,3.0,Sometimes,no,2.148146,no,0.0,1.670313,Sometimes,Automobile,Obesity_Type_II 7987,Male,22.582371,1.650189,89.994351,yes,yes,2.0,1.521546,Sometimes,no,1.522426,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 7988,Female,25.929746,1.681394,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.069238,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 7989,Female,26.0,1.643017,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 7990,Female,20.519916,1.724983,133.043941,yes,yes,3.0,3.0,Sometimes,no,1.796257,no,1.655993,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 7991,Male,23.0,1.65,94.790579,yes,yes,2.0,1.91863,Sometimes,no,2.0,no,0.245354,0.0,no,Public_Transportation,Obesity_Type_I 7992,Female,21.0,1.61,70.0,no,yes,3.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 7993,Female,18.743587,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.465909,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 7994,Female,23.0,1.74402,82.130728,yes,yes,2.030256,3.0,Sometimes,no,1.543021,no,0.877295,0.0,no,Public_Transportation,Obesity_Type_I 7995,Female,19.576682,1.557943,42.656563,no,yes,3.0,1.0,Frequently,no,1.179942,yes,0.0,0.766668,Sometimes,Public_Transportation,Insufficient_Weight 7996,Female,18.426619,1.566501,41.397378,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.391948,Sometimes,Public_Transportation,Insufficient_Weight 7997,Male,18.0,1.67,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 7998,Male,21.0,1.85,66.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 7999,Male,21.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 8000,Male,23.0,1.8,68.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8001,Male,22.970655,1.769499,80.0,yes,yes,2.0,2.77684,Sometimes,no,1.708083,no,1.916751,0.0,no,Public_Transportation,Overweight_Level_II 8002,Male,25.540865,1.819296,115.025361,yes,yes,2.21965,3.0,Sometimes,no,2.0,no,0.0,1.58483,Sometimes,Public_Transportation,Obesity_Type_II 8003,Male,22.766227,1.672959,89.991671,yes,yes,1.851262,2.419656,Sometimes,no,2.11267,no,0.388269,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8004,Female,23.118327,1.634832,83.255631,yes,yes,2.0,3.0,Sometimes,no,1.639807,no,0.340915,0.0,no,Public_Transportation,Obesity_Type_I 8005,Female,21.0,1.58,60.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 8006,Female,26.0,1.62456,104.592372,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 8007,Male,21.0,1.66,60.0,yes,yes,2.0,4.0,Always,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8008,Male,19.0,1.8,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8009,Female,45.0,1.58,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,no,Automobile,Normal_Weight 8010,Male,19.993154,1.762073,55.511075,yes,yes,2.0,4.0,Sometimes,no,2.891713,no,2.0,1.807465,Sometimes,Automobile,Insufficient_Weight 8011,Male,19.0,1.75,87.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 8012,Male,18.0,1.72,70.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 8013,Male,24.443011,1.703317,99.083478,yes,yes,2.749268,2.358455,Sometimes,no,1.0,no,1.078719,0.0,no,Public_Transportation,Obesity_Type_II 8014,Female,20.976842,1.755507,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.0,0.572877,Sometimes,Public_Transportation,Obesity_Type_III 8015,Male,18.0,1.72,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 8016,Male,23.0,1.92,91.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8017,Female,25.95774,1.748524,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.817899,no,0.210351,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 8018,Female,18.0,1.62,51.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8019,Female,18.0,1.6,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8020,Male,22.814657,1.764138,94.256547,yes,yes,2.0,2.37985,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 8021,Male,33.0,1.73,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 8022,Male,19.0,1.74,76.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Frequently,Walking,Overweight_Level_I 8023,Male,24.184891,1.75,118.114184,yes,yes,2.939727,3.0,Sometimes,no,2.357969,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8024,Male,17.0,1.75,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 8025,Male,17.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8026,Male,23.884212,1.702825,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.80989,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8027,Female,21.834894,1.771043,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.835195,no,1.989171,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 8028,Female,24.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 8029,Male,19.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8030,Male,38.839761,1.75,118.377601,yes,yes,2.262292,3.0,Sometimes,no,2.0,no,0.941424,1.0,Sometimes,Automobile,Obesity_Type_II 8031,Female,21.011124,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,1.684582,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 8032,Male,31.56724,1.828092,105.800158,yes,yes,2.392665,2.27374,Sometimes,no,2.013605,no,2.710338,0.371941,Sometimes,Automobile,Obesity_Type_I 8033,Male,26.490926,1.829757,120.898397,yes,yes,2.637202,3.0,Sometimes,no,2.966647,no,0.788585,1.865851,Sometimes,Public_Transportation,Obesity_Type_II 8034,Male,18.0,1.74,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8035,Male,23.801436,1.810215,118.560509,yes,yes,2.562687,3.0,Sometimes,no,2.0,no,0.838739,0.613971,Sometimes,Public_Transportation,Obesity_Type_II 8036,Male,33.0,1.73,84.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_II 8037,Male,46.0,1.69,90.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 8038,Male,21.0,1.77,75.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8039,Female,26.0,1.613921,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.127775,Sometimes,Public_Transportation,Obesity_Type_III 8040,Female,21.28253,1.719913,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501754,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 8041,Male,23.0,1.65,94.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 8042,Female,21.001458,1.622297,68.77185,yes,yes,1.122127,3.0,Sometimes,no,2.001208,no,0.098043,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8043,Female,20.394082,1.530266,42.0,no,yes,3.0,1.101404,Frequently,no,1.591597,no,0.0,0.74568,Sometimes,Public_Transportation,Insufficient_Weight 8044,Female,18.0,1.7,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8045,Male,18.0,1.783914,108.251044,yes,yes,2.0,2.120936,Sometimes,no,2.111913,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8046,Male,27.394123,1.755978,112.256165,yes,yes,1.369529,3.0,Sometimes,no,2.011023,no,0.038809,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8047,Male,26.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8048,Male,21.140165,1.807029,75.688433,yes,yes,2.0,3.0,Sometimes,no,1.791286,no,1.60195,0.965464,Sometimes,Public_Transportation,Overweight_Level_I 8049,Male,20.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8050,Female,26.0,1.641784,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 8051,Male,22.679935,1.848553,121.204668,yes,yes,2.636719,2.443812,Sometimes,no,1.549931,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8052,Female,22.283082,1.675953,79.66832,yes,yes,2.720701,1.0,Sometimes,no,2.279124,no,0.897562,0.0,no,Public_Transportation,Overweight_Level_I 8053,Male,18.0,1.77,108.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8054,Female,20.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 8055,Male,17.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 8056,Female,26.0,1.618867,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 8057,Male,18.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8058,Male,31.190219,1.849003,125.418548,yes,yes,2.19011,3.0,Sometimes,yes,1.941224,no,0.852344,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8059,Female,21.0,1.65,76.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_II 8060,Male,19.0,1.77,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 8061,Female,26.0,1.630927,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 8062,Male,21.95994,1.827279,105.431547,yes,yes,2.0,3.0,Sometimes,no,2.987718,no,0.069238,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8063,Female,40.564513,1.589829,80.0,yes,yes,2.247795,3.0,Sometimes,no,1.844645,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8064,Female,21.90012,1.71146,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.30491,no,1.600536,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 8065,Female,18.0,1.7,68.392133,yes,yes,2.0,3.0,Sometimes,no,1.131185,no,0.0,1.626456,no,Public_Transportation,Overweight_Level_I 8066,Male,27.931432,1.835381,119.373019,yes,yes,2.938616,3.0,Sometimes,no,2.318134,no,0.454944,1.944177,Sometimes,Public_Transportation,Obesity_Type_II 8067,Female,21.0,1.61,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 8068,Male,20.491475,1.768493,54.98774,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.767013,2.0,no,Public_Transportation,Insufficient_Weight 8069,Male,21.0,1.71,75.0,yes,yes,1.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8070,Female,21.0,1.73,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 8071,Male,18.0,1.78,108.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Automobile,Obesity_Type_I 8072,Female,18.0,1.6,82.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 8073,Male,18.0,1.77,60.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 8074,Female,18.0,1.6,82.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8075,Male,23.0,1.79,105.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 8076,Male,37.205173,1.762921,118.370628,yes,yes,2.219186,3.0,Sometimes,no,1.825629,no,0.615298,0.0,Sometimes,Automobile,Obesity_Type_II 8077,Male,30.916426,1.789992,120.805715,yes,yes,2.951591,3.0,Sometimes,no,2.715252,no,1.718543,0.677909,Sometimes,Automobile,Obesity_Type_II 8078,Male,22.0,1.799902,95.032177,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 8079,Male,26.680376,1.758733,120.794535,yes,yes,2.9673,3.0,Sometimes,no,2.868167,no,0.943266,0.619235,Sometimes,Public_Transportation,Obesity_Type_II 8080,Female,20.914366,1.734832,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.292479,no,1.70464,0.845633,Sometimes,Public_Transportation,Obesity_Type_III 8081,Female,20.901393,1.737313,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.68249,0.862724,Sometimes,Public_Transportation,Obesity_Type_III 8082,Male,23.0,1.790172,105.028665,yes,yes,2.262171,3.0,Sometimes,no,2.426465,no,0.656548,0.508663,Sometimes,Public_Transportation,Obesity_Type_I 8083,Female,20.0,1.57,50.0,no,yes,2.0,4.0,Always,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8084,Male,37.936044,1.696423,100.84763,yes,yes,2.450784,1.874532,Sometimes,no,2.633858,no,1.666965,0.105408,Sometimes,Automobile,Obesity_Type_I 8085,Male,18.0,1.799779,108.934574,yes,yes,2.0,1.194815,Sometimes,no,2.434832,no,1.0,1.432336,no,Public_Transportation,Obesity_Type_I 8086,Female,21.0,1.65,63.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 8087,Male,31.199261,1.699474,101.532762,yes,yes,2.872121,3.0,Sometimes,no,1.005727,no,0.641954,0.0,no,Public_Transportation,Overweight_Level_II 8088,Male,31.0,1.6,101.0,yes,yes,3.0,1.0,Always,yes,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8089,Male,18.0,1.848553,59.990861,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 8090,Male,18.0,1.7,72.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 8091,Male,21.0,1.62,69.575315,yes,yes,2.0,3.0,no,no,2.777712,no,1.0,1.110222,Sometimes,Public_Transportation,Overweight_Level_I 8092,Female,23.0,1.565366,65.0,yes,no,2.869778,2.270163,Sometimes,no,1.543021,no,0.0,0.9974,no,Public_Transportation,Overweight_Level_II 8093,Female,26.0,1.641132,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 8094,Female,21.652229,1.641601,88.119139,yes,yes,2.0,1.000283,Sometimes,no,3.0,no,1.201403,0.0,no,Public_Transportation,Obesity_Type_I 8095,Female,18.0,1.64,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8096,Female,26.0,1.817917,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 8097,Male,17.0,1.89,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Walking,Insufficient_Weight 8098,Male,40.973007,1.748103,109.908779,yes,yes,2.206276,1.818026,Sometimes,no,1.0,no,1.940182,0.0,no,Automobile,Obesity_Type_II 8099,Female,18.0,1.68,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 8100,Female,21.030909,1.747773,133.033523,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.510398,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 8101,Male,34.0,1.68,83.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8102,Female,21.67315,1.751046,121.742825,yes,yes,3.0,3.0,Sometimes,no,2.879402,no,1.42237,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 8103,Female,19.637947,1.644053,79.58958,yes,no,1.609938,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 8104,Female,44.0,1.6,76.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 8105,Male,21.0,1.71,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8106,Female,22.884722,1.60074,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.514225,0.0,no,Public_Transportation,Obesity_Type_I 8107,Male,30.710511,1.814052,103.771371,yes,yes,2.9673,1.418985,Sometimes,no,1.313834,no,1.141708,0.976473,no,Public_Transportation,Obesity_Type_II 8108,Female,19.0,1.54,45.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8109,Female,16.913841,1.704193,50.173425,no,yes,2.0,3.558637,Sometimes,no,1.0,no,0.955317,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8110,Female,18.198322,1.647514,68.869791,yes,yes,1.57223,3.0,Sometimes,no,2.0,no,0.0,1.551934,Sometimes,Public_Transportation,Overweight_Level_I 8111,Male,23.0,1.793451,90.0,yes,yes,2.185938,1.709546,Sometimes,no,1.972074,no,1.0,1.34403,Sometimes,Public_Transportation,Overweight_Level_II 8112,Female,18.233541,1.751691,142.559161,yes,yes,3.0,3.0,Sometimes,no,2.357978,no,1.999897,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 8113,Male,20.720639,1.759721,85.833029,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.486006,0.333673,Sometimes,Public_Transportation,Overweight_Level_II 8114,Male,24.122589,1.609401,100.624553,yes,yes,2.01695,1.0,Sometimes,no,2.0,no,0.0,1.772463,no,Public_Transportation,Obesity_Type_II 8115,Female,26.0,1.678658,110.622764,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.464532,Sometimes,Public_Transportation,Obesity_Type_III 8116,Female,25.0,1.6,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8117,Male,23.260061,1.82559,120.860386,yes,yes,2.996717,3.0,Sometimes,no,3.0,no,0.691369,1.415536,Sometimes,Public_Transportation,Obesity_Type_II 8118,Male,18.0,1.71,71.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8119,Female,26.0,1.739293,74.244004,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 8120,Female,26.0,1.632983,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 8121,Male,26.0,1.8,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 8122,Female,18.0,1.62,58.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 8123,Male,31.386405,1.780448,88.431954,yes,yes,2.0,1.171027,Sometimes,no,1.791286,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8124,Male,31.190219,1.680762,125.418548,yes,yes,2.871768,3.0,Sometimes,yes,1.124366,no,0.877067,0.276364,Sometimes,Public_Transportation,Obesity_Type_II 8125,Male,34.139453,1.688911,103.743534,yes,yes,2.263245,1.92822,Sometimes,no,1.0,no,1.847802,0.0,no,Automobile,Obesity_Type_II 8126,Male,21.0,1.87,66.0,no,yes,2.0,3.0,Always,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8127,Female,22.307413,1.609321,82.582954,yes,yes,2.0,1.001633,Sometimes,no,2.377257,no,0.736032,1.425903,no,Public_Transportation,Obesity_Type_I 8128,Male,30.610436,1.780846,85.0,yes,yes,2.0,3.0,Sometimes,no,1.835545,no,0.0,1.914531,no,Automobile,Overweight_Level_II 8129,Female,26.0,1.664927,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 8130,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8131,Female,21.837058,1.755823,50.157707,no,yes,3.0,3.887906,Sometimes,no,2.0,no,2.21722,0.14451,Sometimes,Public_Transportation,Insufficient_Weight 8132,Female,26.0,1.641918,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 8133,Male,18.117282,1.649439,111.993054,yes,yes,1.0,3.0,Sometimes,no,2.70914,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_I 8134,Female,26.0,1.64603,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 8135,Female,23.0,1.58,45.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 8136,Female,22.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 8137,Male,18.0,1.85,85.0,yes,yes,1.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8138,Female,23.0,1.76,50.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8139,Female,17.6739,1.793315,57.145917,yes,yes,2.381164,4.0,Sometimes,no,2.0,no,2.0,0.720454,no,Automobile,Insufficient_Weight 8140,Female,26.0,1.622701,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 8141,Female,17.0,1.6,58.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 8142,Male,25.538932,1.780679,104.554925,yes,yes,2.49619,1.496776,Sometimes,no,1.042989,no,0.167125,0.0,no,Public_Transportation,Obesity_Type_II 8143,Male,26.0,1.7,110.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8144,Male,22.99368,1.768493,89.994351,yes,yes,2.0,1.496776,Sometimes,no,2.977516,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8145,Female,26.0,1.648143,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.786417,no,0.0,0.178301,Sometimes,Public_Transportation,Obesity_Type_III 8146,Female,23.0,1.66084,80.0,yes,yes,2.074843,1.391778,Sometimes,no,1.5197,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8147,Male,26.0,1.755926,111.927001,yes,yes,1.428289,3.0,Sometimes,no,2.774014,no,0.0,0.081929,Sometimes,Public_Transportation,Obesity_Type_II 8148,Female,18.222536,1.801746,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.999631,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 8149,Female,19.269079,1.672007,49.980968,no,yes,2.432302,3.0,Sometimes,no,1.876915,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8150,Female,23.0,1.57,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8151,Male,17.052914,1.709561,99.860254,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 8152,Male,30.02019,1.758618,118.740035,yes,yes,2.9673,3.0,Sometimes,no,2.045561,no,1.658698,0.731257,Sometimes,Automobile,Obesity_Type_II 8153,Male,29.506287,1.773259,112.879662,yes,yes,1.975675,3.0,Sometimes,no,2.115967,no,0.0,0.169016,Sometimes,Automobile,Obesity_Type_II 8154,Male,24.449655,1.919241,117.384745,yes,yes,1.362441,2.123138,Sometimes,no,2.0,no,1.026033,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 8155,Male,18.0,1.797523,108.316462,yes,yes,2.0,1.941307,Sometimes,no,2.708168,no,1.0,0.133523,no,Public_Transportation,Obesity_Type_I 8156,Female,21.0,1.53161,65.031879,no,yes,2.037042,3.0,Sometimes,no,1.979848,no,0.562118,0.057868,Sometimes,Public_Transportation,Overweight_Level_I 8157,Male,18.0,1.72,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8158,Female,25.962949,1.655646,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.001086,0.680215,Sometimes,Public_Transportation,Obesity_Type_III 8159,Female,20.254534,1.586952,41.669346,no,yes,2.652779,1.0,Sometimes,no,1.0,no,0.167943,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8160,Female,26.0,1.626449,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.513427,Sometimes,Public_Transportation,Obesity_Type_III 8161,Male,30.607546,1.761068,112.226032,yes,yes,1.924632,3.0,Sometimes,no,2.024035,no,0.0,0.26579,Sometimes,Automobile,Obesity_Type_II 8162,Female,26.0,1.656504,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 8163,Female,20.586978,1.657221,80.420434,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.926592,1.223661,no,Public_Transportation,Overweight_Level_II 8164,Male,23.0,1.657995,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.807076,1.329237,Frequently,Public_Transportation,Obesity_Type_I 8165,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 8166,Female,22.814657,1.619128,82.0,yes,yes,2.81646,2.475228,Sometimes,no,2.0,no,0.0,1.382995,no,Public_Transportation,Obesity_Type_I 8167,Female,26.0,1.642098,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 8168,Female,22.0,1.63,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8169,Female,26.0,1.633887,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 8170,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 8171,Male,19.946244,1.791047,108.790549,yes,yes,2.0,3.0,Sometimes,no,2.487919,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 8172,Male,26.680376,1.858265,118.533246,yes,no,2.63165,3.0,Sometimes,no,2.0,no,1.31257,0.0,Sometimes,Motorbike,Obesity_Type_II 8173,Female,38.748307,1.584785,77.473204,yes,yes,2.0,1.134321,Sometimes,no,1.98459,no,0.0,1.152899,no,Automobile,Overweight_Level_II 8174,Male,18.0,1.7,72.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8175,Female,33.0,1.6,55.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 8176,Female,37.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Automobile,Obesity_Type_I 8177,Female,21.011124,1.732383,165.057269,yes,yes,3.0,3.0,Sometimes,no,2.396977,no,1.742453,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 8178,Male,32.176795,1.759772,120.860386,yes,yes,2.0,3.0,Sometimes,no,2.828861,no,1.898889,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8179,Male,22.087389,1.769499,89.998729,yes,yes,2.0,2.608416,Sometimes,no,2.0,no,0.0,1.718513,Sometimes,Public_Transportation,Overweight_Level_II 8180,Male,22.0,1.65,89.667406,yes,yes,1.826885,3.0,Sometimes,no,1.074048,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8181,Female,19.621545,1.521008,61.616,no,yes,2.685484,2.044035,Sometimes,no,1.927976,no,0.0,0.961806,Sometimes,Public_Transportation,Overweight_Level_I 8182,Female,18.0,1.65,84.493156,yes,yes,2.0,3.0,Sometimes,no,1.051735,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8183,Female,25.966504,1.758372,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 8184,Male,26.945139,1.931263,118.20313,yes,yes,2.191429,3.0,Sometimes,no,2.173417,no,0.584272,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8185,Male,25.540865,1.84998,122.333425,yes,yes,3.0,3.0,Sometimes,no,2.154949,no,0.139159,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8186,Female,21.232659,1.737313,132.904884,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,1.097905,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 8187,Female,32.0,1.55,77.0,yes,yes,2.0,1.0,Sometimes,yes,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8188,Female,23.0,1.63,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 8189,Male,25.057878,1.825449,120.996581,yes,yes,2.497548,3.0,Sometimes,no,3.0,no,1.083572,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 8190,Male,19.0,1.89,79.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 8191,Female,26.0,1.640535,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 8192,Female,26.0,1.656504,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 8193,Female,38.445148,1.556028,79.414603,yes,yes,2.0,3.0,Sometimes,no,1.440629,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8194,Female,23.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8195,Male,26.0,1.773181,112.289883,yes,yes,2.450784,3.0,Sometimes,no,2.001936,no,1.0,0.080128,Sometimes,Public_Transportation,Obesity_Type_II 8196,Female,18.0,1.6,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8197,Female,17.971574,1.609401,65.0,yes,yes,2.009952,3.0,Sometimes,no,2.843675,yes,1.194898,1.333559,Sometimes,Public_Transportation,Overweight_Level_I 8198,Male,17.764764,1.821514,59.619485,yes,yes,2.679664,3.595761,Sometimes,no,2.0,no,2.0,0.395468,no,Automobile,Insufficient_Weight 8199,Female,26.0,1.627567,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.386861,Sometimes,Public_Transportation,Obesity_Type_III 8200,Female,31.546893,1.65,88.026943,yes,yes,2.0,1.105617,Sometimes,no,3.0,no,1.251665,1.0,no,Automobile,Obesity_Type_I 8201,Male,33.0,1.8,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 8202,Female,26.0,1.627532,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.396352,Sometimes,Public_Transportation,Obesity_Type_III 8203,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8204,Male,21.872484,1.701584,75.0,yes,yes,2.0,3.0,Sometimes,no,2.643468,no,0.998039,1.898139,Sometimes,Public_Transportation,Overweight_Level_I 8205,Female,21.02497,1.74647,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.612741,0.631422,Sometimes,Public_Transportation,Obesity_Type_III 8206,Male,33.0,1.85,97.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 8207,Male,21.0,1.79,68.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8208,Male,21.027662,1.673394,94.256547,yes,yes,2.0,2.983297,Sometimes,no,2.0,no,0.945093,1.302594,no,Public_Transportation,Obesity_Type_I 8209,Female,26.0,1.627567,107.94747,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 8210,Female,26.0,1.633195,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 8211,Female,18.0,1.6,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Walking,Overweight_Level_I 8212,Female,18.0,1.54,52.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8213,Female,23.0,1.66,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8214,Male,21.0,1.75,80.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 8215,Female,16.261402,1.755926,55.822119,no,yes,2.929889,3.420618,Sometimes,no,2.0,no,1.94984,0.371941,Sometimes,Public_Transportation,Insufficient_Weight 8216,Female,26.0,1.632377,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 8217,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 8218,Female,23.664709,1.73581,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.399183,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 8219,Male,30.605225,1.681855,90.0,yes,yes,2.180047,3.0,Sometimes,no,2.77962,no,1.093679,0.0,Sometimes,Automobile,Obesity_Type_I 8220,Female,23.0,1.75,57.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8221,Female,19.0,1.59,51.0,no,no,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8222,Female,26.0,1.639251,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.791604,no,9.6e-05,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 8223,Male,32.895637,1.703317,103.017623,yes,yes,2.490507,2.100918,Sometimes,no,1.0,no,1.981154,0.0,no,Public_Transportation,Obesity_Type_II 8224,Male,30.361365,1.779547,120.794535,yes,yes,2.568063,3.0,Sometimes,no,2.152666,no,0.994592,0.4346,Sometimes,Automobile,Obesity_Type_II 8225,Male,31.426573,1.857231,119.192922,yes,yes,2.938616,2.806341,Sometimes,no,2.292073,no,0.478134,0.0,Sometimes,Automobile,Obesity_Type_II 8226,Male,40.654155,1.735851,111.927001,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 8227,Male,22.285024,1.848553,121.205171,yes,yes,3.0,2.806298,Sometimes,no,1.732072,no,0.393452,0.534769,Sometimes,Public_Transportation,Obesity_Type_II 8228,Male,30.304203,1.726774,128.261402,yes,yes,2.392665,3.0,Sometimes,no,1.543021,no,1.320065,0.079334,Sometimes,Public_Transportation,Obesity_Type_II 8229,Male,22.0,1.67,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8230,Female,20.0,1.603435,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,1.32417,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8231,Female,27.635029,1.567131,78.030383,yes,yes,2.0,1.627555,Sometimes,no,1.79606,no,0.886602,0.0,no,Public_Transportation,Obesity_Type_I 8232,Female,37.496175,1.556579,80.0,yes,yes,2.0,3.0,Sometimes,no,1.131185,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 8233,Male,18.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8234,Male,20.924808,1.791415,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.290368,no,0.03465,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 8235,Male,39.0,1.75,86.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 8236,Male,21.0,1.75,75.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8237,Female,21.011124,1.729099,134.842656,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.862235,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 8238,Male,21.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8239,Male,18.0,1.8,85.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_I 8240,Female,42.586285,1.582523,88.126544,yes,yes,2.907062,1.326982,Sometimes,no,1.876915,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8241,Female,20.254534,1.569234,41.324558,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 8242,Male,31.010302,1.819296,120.082941,yes,yes,2.9553,3.0,Sometimes,yes,2.31083,no,0.933595,0.357377,Sometimes,Public_Transportation,Obesity_Type_II 8243,Male,22.176922,1.86714,121.889803,yes,yes,2.595957,2.122545,Sometimes,no,1.353167,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8244,Male,22.935612,1.773521,116.669906,yes,yes,2.76632,3.0,Sometimes,no,2.0,no,1.974656,1.0,Sometimes,Public_Transportation,Obesity_Type_II 8245,Male,21.0,1.93,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 8246,Female,21.572114,1.751067,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.931173,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 8247,Female,18.236087,1.605521,44.661461,no,yes,3.0,2.893778,Frequently,no,1.0,yes,0.754646,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8248,Female,26.0,1.719365,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 8249,Male,24.178638,1.741139,97.852446,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8250,Female,21.051107,1.719913,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.427037,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 8251,Female,37.471683,1.556611,62.337721,yes,yes,2.015258,2.092179,Sometimes,no,1.622827,no,0.0,0.157007,Sometimes,Automobile,Overweight_Level_I 8252,Female,25.783865,1.738717,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.71746,no,0.01586,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 8253,Female,21.282238,1.741193,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.699056,0.930926,Sometimes,Public_Transportation,Obesity_Type_III 8254,Male,17.0,1.61,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 8255,Male,26.680376,1.825718,118.377601,yes,yes,2.576449,3.0,Sometimes,no,2.503244,no,1.976341,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 8256,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Walking,Obesity_Type_I 8257,Female,21.0285,1.557943,62.894283,no,yes,2.0,1.346987,Sometimes,no,1.977801,no,1.030526,0.36216,Sometimes,Public_Transportation,Overweight_Level_I 8258,Male,19.0,1.7,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8259,Female,22.0,1.6,82.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 8260,Male,31.783524,1.854162,99.982541,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.977929,1.928972,Sometimes,Public_Transportation,Overweight_Level_II 8261,Female,25.999174,1.633195,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,0.01682,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 8262,Female,20.951084,1.801746,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.226081,no,1.68249,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 8263,Female,19.0,1.56,60.0,no,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 8264,Male,29.246269,1.758038,112.287678,yes,yes,1.344854,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 8265,Male,21.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 8266,Male,34.139453,1.731389,84.134712,yes,yes,2.884212,3.0,Sometimes,no,2.803002,no,1.170823,0.0,no,Automobile,Overweight_Level_II 8267,Female,20.400053,1.53777,41.952805,no,yes,2.918113,1.0,Frequently,no,1.322004,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8268,Male,21.0,1.62,70.0,no,no,2.0,1.0,no,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8269,Male,23.0,1.65,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 8270,Male,24.001685,1.756509,113.90198,yes,yes,1.317729,3.0,Sometimes,no,2.023858,no,1.00183,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 8271,Female,38.0,1.56,80.0,yes,yes,2.0,3.0,Always,yes,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8272,Male,30.702559,1.758355,112.835195,yes,yes,1.979944,3.0,Sometimes,no,2.0,no,1.19102,0.322666,Sometimes,Public_Transportation,Obesity_Type_II 8273,Female,18.907514,1.710129,50.248677,yes,yes,2.652779,3.0,Frequently,no,1.0,no,0.215187,1.195929,Sometimes,Public_Transportation,Insufficient_Weight 8274,Female,18.0,1.65,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8275,Female,23.0,1.623377,82.919584,yes,yes,2.0,2.970675,Sometimes,no,1.873591,no,0.893362,0.0,no,Public_Transportation,Obesity_Type_I 8276,Female,19.0,1.5,61.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Bike,Normal_Weight 8277,Female,26.0,1.643167,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 8278,Male,18.0,1.62,72.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8279,Male,22.200779,1.787733,105.000706,yes,yes,2.0,3.0,Sometimes,no,2.235282,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8280,Male,21.0,1.782453,78.089575,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8281,Female,37.832949,1.596586,80.0,yes,yes,2.031185,1.73762,Sometimes,no,2.429059,no,2.077653,0.0,Sometimes,Automobile,Obesity_Type_I 8282,Male,18.0,1.76,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8283,Male,24.007488,1.701378,100.245302,yes,yes,2.722161,1.477581,Sometimes,no,1.0,no,1.082236,1.011983,no,Public_Transportation,Obesity_Type_II 8284,Male,17.0,1.56,45.0,no,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 8285,Female,26.0,1.678658,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,1.98448,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 8286,Female,23.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 8287,Male,30.424369,1.819728,123.172214,yes,yes,3.0,3.0,Sometimes,no,2.147746,no,1.999897,0.957463,Sometimes,Public_Transportation,Obesity_Type_II 8288,Male,26.607478,1.828391,118.424156,yes,yes,1.369529,3.0,Sometimes,no,2.923792,no,0.886448,0.472343,Sometimes,Public_Transportation,Obesity_Type_II 8289,Male,17.120699,1.738465,97.350366,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.631217,no,Public_Transportation,Obesity_Type_I 8290,Male,20.941943,1.87407,121.684311,yes,yes,2.591292,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8291,Male,25.959772,1.734237,104.954291,yes,yes,2.260543,3.0,Sometimes,no,1.485736,no,0.00705,0.544899,Sometimes,Public_Transportation,Obesity_Type_I 8292,Male,19.443639,1.753716,86.319887,yes,yes,2.0,2.677693,Sometimes,no,2.450069,no,1.308852,0.534553,Sometimes,Public_Transportation,Overweight_Level_I 8293,Female,35.456326,1.65,80.535698,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 8294,Female,38.533085,1.586895,80.0,yes,yes,2.0,1.320768,Sometimes,no,1.54249,no,1.0,0.0,no,Automobile,Obesity_Type_I 8295,Female,38.0,1.55,62.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 8296,Female,19.833682,1.584785,61.264785,no,yes,2.913486,1.0,Sometimes,no,1.0,no,0.82666,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8297,Male,21.0,1.62,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8298,Female,26.0,1.642392,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 8299,Male,17.0,1.79,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Walking,Obesity_Type_I 8300,Female,20.0,1.64,56.0,no,yes,3.0,1.0,Sometimes,yes,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8301,Female,18.0,1.58,53.0,no,yes,3.0,4.0,Frequently,no,1.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8302,Male,27.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8303,Female,22.869778,1.638075,82.595793,yes,yes,1.977298,1.0,Sometimes,no,2.616138,no,0.0,1.659476,Sometimes,Public_Transportation,Obesity_Type_I 8304,Female,26.0,1.643355,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.707927,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 8305,Male,26.0,1.790172,103.348942,yes,yes,2.0,2.973476,Sometimes,no,1.0,no,0.0,0.178301,no,Public_Transportation,Obesity_Type_I 8306,Male,22.0,1.65,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8307,Male,25.955361,1.829142,102.134646,yes,yes,2.588089,4.0,Frequently,yes,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 8308,Female,38.0,1.75,80.0,yes,no,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 8309,Female,20.0,1.63,51.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8310,Female,18.086772,1.633675,78.967919,yes,yes,2.0,2.743277,Sometimes,no,1.023328,no,0.0,1.556052,no,Public_Transportation,Overweight_Level_I 8311,Male,33.700749,1.703317,82.0,yes,yes,2.0,1.0,Sometimes,no,1.853991,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8312,Male,25.341399,1.857231,120.975489,yes,yes,2.819934,3.0,Sometimes,no,2.003563,no,1.281165,0.680746,Sometimes,Public_Transportation,Obesity_Type_II 8313,Female,21.0,1.65,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8314,Female,18.743587,1.751046,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.266866,0.726118,Sometimes,Public_Transportation,Obesity_Type_III 8315,Male,29.43879,1.784402,108.244379,yes,yes,2.325623,1.271624,Sometimes,no,2.133876,no,1.0,1.801322,Sometimes,Automobile,Obesity_Type_I 8316,Male,18.0,1.77,72.0,no,no,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8317,Female,37.0,1.5,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 8318,Male,37.084742,1.825718,118.183797,yes,yes,2.9553,3.0,Sometimes,no,1.957871,no,0.766007,0.0,Sometimes,Automobile,Obesity_Type_II 8319,Male,18.0,1.79,64.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8320,Female,34.389679,1.688025,77.965532,yes,yes,2.0,1.09749,Sometimes,no,1.964435,no,0.843709,0.0,Sometimes,Automobile,Overweight_Level_I 8321,Female,22.0,1.6,58.0,yes,no,2.0,4.0,Always,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 8322,Female,18.0,1.729045,50.24475,no,yes,2.871768,3.0,Sometimes,no,1.0,no,0.926592,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8323,Female,18.771001,1.746652,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465931,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 8324,Female,38.445148,1.567981,62.211572,yes,no,2.252382,3.435905,Sometimes,no,1.621231,no,0.324676,0.573887,no,Automobile,Overweight_Level_II 8325,Female,19.528936,1.819728,152.394739,yes,yes,3.0,3.0,Sometimes,no,2.351207,no,1.999836,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 8326,Male,33.0,1.85,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Overweight_Level_II 8327,Male,25.999174,1.868127,120.009392,yes,yes,2.766612,2.989791,Sometimes,no,1.560064,no,1.947981,0.541309,Sometimes,Public_Transportation,Obesity_Type_II 8328,Female,26.0,1.641601,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 8329,Female,17.6739,1.66084,49.039794,no,yes,2.750715,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8330,Female,23.0,1.66,56.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Automobile,Normal_Weight 8331,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 8332,Male,25.139466,1.87407,121.889803,yes,yes,2.423291,3.0,Sometimes,no,2.868132,no,1.078719,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8333,Female,27.0,1.58,53.5,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 8334,Male,18.0,1.910672,51.149283,yes,yes,1.947405,3.471536,Sometimes,no,1.910378,no,1.522399,1.0,no,Public_Transportation,Insufficient_Weight 8335,Female,26.0,1.638836,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 8336,Female,20.225396,1.567981,41.934368,no,yes,2.737762,1.0,Frequently,no,1.374958,no,0.0,0.751212,Sometimes,Public_Transportation,Insufficient_Weight 8337,Female,19.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8338,Male,23.0,1.74,94.0,yes,no,2.0,3.0,Sometimes,yes,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 8339,Male,18.0,1.78,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8340,Female,26.0,1.634894,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 8341,Female,21.0,1.62,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8342,Male,22.771001,1.766888,121.527369,yes,yes,1.443674,2.574108,Sometimes,no,2.923792,no,1.081585,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8343,Female,25.966504,1.737984,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.554925,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 8344,Male,27.93982,1.815409,120.875283,yes,yes,2.271306,3.0,Sometimes,no,2.396977,no,0.390937,0.504816,Sometimes,Public_Transportation,Obesity_Type_II 8345,Female,18.0,1.63302,82.0,yes,yes,2.0,1.0,Sometimes,no,2.966647,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8346,Female,25.991194,1.622771,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.319437,no,0.043689,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 8347,Female,21.165574,1.632118,68.818893,yes,yes,2.0,3.0,Sometimes,no,1.205548,no,0.989316,1.119877,Sometimes,Public_Transportation,Overweight_Level_I 8348,Male,19.0,1.82,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8349,Female,20.0,1.6,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Motorbike,Normal_Weight 8350,Female,19.071027,1.522429,42.0,yes,yes,3.0,1.095223,Sometimes,no,1.796257,no,1.079524,0.0,Sometimes,Automobile,Insufficient_Weight 8351,Male,17.0,1.7,51.0,no,yes,1.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8352,Female,23.0,1.65,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 8353,Male,17.0,1.78,69.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 8354,Female,19.300435,1.769484,49.649613,no,yes,2.0,3.754599,Sometimes,no,1.692112,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8355,Female,23.603191,1.828391,59.409018,yes,yes,2.0,3.156153,Sometimes,no,2.0,no,2.784471,1.382995,no,Public_Transportation,Insufficient_Weight 8356,Male,17.0,1.82,67.0,yes,no,3.0,3.0,Sometimes,no,3.0,yes,3.0,1.0,Sometimes,Walking,Overweight_Level_I 8357,Male,18.0,1.791867,108.244379,yes,yes,2.0,2.141839,Sometimes,no,1.082084,no,0.0,1.922364,no,Public_Transportation,Obesity_Type_I 8358,Female,19.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8359,Male,22.679935,1.709931,95.032177,yes,yes,2.0,2.298612,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 8360,Male,23.803904,1.669039,121.421121,yes,yes,3.0,2.762883,Sometimes,no,1.322048,no,1.482411,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8361,Female,26.0,1.629727,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 8362,Male,23.0,1.755427,105.407313,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.852446,1.358163,no,Public_Transportation,Obesity_Type_I 8363,Male,33.0,1.72,83.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 8364,Male,25.783865,1.774983,115.028361,yes,yes,1.528331,3.0,Sometimes,no,2.079353,no,0.849811,1.0,Sometimes,Public_Transportation,Obesity_Type_II 8365,Male,25.0,1.75,78.0,no,no,2.0,1.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 8366,Male,24.079524,1.828276,100.209405,yes,yes,2.0,1.496776,Sometimes,no,2.738485,no,1.324805,0.906611,no,Public_Transportation,Obesity_Type_II 8367,Female,26.0,1.600905,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,2.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 8368,Female,23.0,1.722396,80.939733,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.547086,no,Public_Transportation,Overweight_Level_II 8369,Female,21.0,1.72,76.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8370,Female,35.0,1.75,77.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8371,Female,18.503343,1.683124,126.743593,yes,yes,3.0,3.0,Sometimes,no,1.115967,no,1.541072,1.0,Sometimes,Public_Transportation,Obesity_Type_III 8372,Male,25.472995,1.754441,88.633616,yes,yes,1.846452,1.001633,Sometimes,no,2.0,no,0.038809,0.37465,Sometimes,Public_Transportation,Overweight_Level_II 8373,Female,21.680123,1.749118,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.618512,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 8374,Female,26.0,1.634894,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.073497,no,0.0,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 8375,Male,21.0,1.75,79.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 8376,Male,23.0,1.76,90.0,yes,no,2.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8377,Male,35.217173,1.783914,109.959714,yes,yes,2.0,2.378211,Sometimes,no,1.636326,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 8378,Female,20.978166,1.729719,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.708971,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 8379,Female,16.496978,1.676944,45.0,no,yes,3.0,3.0,Sometimes,no,2.430918,yes,0.926592,1.366355,Sometimes,Public_Transportation,Insufficient_Weight 8380,Female,25.95774,1.637725,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.017804,0.900067,Sometimes,Public_Transportation,Obesity_Type_III 8381,Male,18.0,1.799779,108.251044,yes,yes,2.0,1.91863,Sometimes,no,2.609188,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8382,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 8383,Female,19.054008,1.746516,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465909,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 8384,Male,18.0,1.84,53.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 8385,Female,25.95383,1.639524,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.03465,1.0,Sometimes,Public_Transportation,Obesity_Type_III 8386,Male,34.970367,1.780089,76.202761,yes,yes,2.282803,2.900915,Sometimes,no,1.69551,no,0.964788,0.905181,Frequently,Automobile,Obesity_Type_II 8387,Female,34.243146,1.65,77.965532,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 8388,Male,23.0,1.698346,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.345684,1.415536,Sometimes,Public_Transportation,Overweight_Level_I 8389,Female,26.0,1.632193,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 8390,Male,17.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 8391,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8392,Female,21.838323,1.698626,78.008388,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.934286,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8393,Female,25.930376,1.623303,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.026033,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 8394,Male,24.0,1.79,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8395,Male,23.745833,1.910672,121.421121,yes,yes,2.79166,2.983201,Sometimes,no,2.01897,no,1.066241,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8396,Female,26.0,1.6,78.0,yes,yes,2.0,1.0,Always,no,2.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 8397,Male,18.0,1.78,52.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8398,Male,26.0,1.74,68.0,no,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 8399,Male,21.125098,1.673352,89.868784,yes,yes,2.0,2.968098,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 8400,Female,26.0,1.622771,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.746197,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 8401,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.067795,no,2.0,1.0,no,Automobile,Insufficient_Weight 8402,Male,25.015173,1.764166,112.323213,yes,yes,1.975675,3.0,Sometimes,no,2.0,no,1.592795,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 8403,Male,27.0,1.7,78.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 8404,Male,39.895716,1.768231,112.409191,yes,yes,2.133955,2.937989,Sometimes,no,1.959777,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 8405,Male,19.054938,1.838791,86.496905,yes,yes,2.0,3.0,Sometimes,no,2.386904,no,1.629432,0.19668,Sometimes,Public_Transportation,Overweight_Level_I 8406,Male,21.0,1.62,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 8407,Female,18.540535,1.6,50.0,no,yes,3.0,3.654061,Frequently,no,1.0,no,0.663896,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8408,Male,21.0,1.89,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8409,Female,26.0,1.638744,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 8410,Female,18.367481,1.781032,149.935848,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.999897,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 8411,Female,27.439056,1.75655,78.055968,yes,yes,2.407817,2.667711,Sometimes,no,2.0,no,0.619533,0.738269,Frequently,Public_Transportation,Overweight_Level_II 8412,Female,26.0,1.640741,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.276907,Sometimes,Public_Transportation,Obesity_Type_III 8413,Female,22.200779,1.723921,55.700497,yes,yes,2.071622,3.612941,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8414,Male,25.0,1.63,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8415,Male,23.260061,1.84629,121.253083,yes,yes,3.0,3.0,Sometimes,no,2.106861,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8416,Female,37.056193,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.699971,no,0.552511,1.890214,no,Public_Transportation,Overweight_Level_II 8417,Female,25.955361,1.626179,105.031908,yes,yes,3.0,3.0,Sometimes,no,1.919473,no,0.07089,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 8418,Female,36.0,1.55,62.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 8419,Male,16.0,1.69,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8420,Female,18.0,1.7,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 8421,Female,25.955361,1.561109,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.068493,no,0.259499,1.0,Sometimes,Public_Transportation,Obesity_Type_III 8422,Male,22.980957,1.848553,121.277832,yes,yes,2.200588,2.358455,Sometimes,no,1.833735,no,1.352973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8423,Female,20.891491,1.745033,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,1.699181,0.853891,Sometimes,Public_Transportation,Obesity_Type_III 8424,Male,21.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 8425,Female,18.701766,1.610327,80.0,yes,yes,2.0,3.0,Sometimes,no,1.964435,no,0.097114,1.094046,no,Public_Transportation,Obesity_Type_I 8426,Female,25.951737,1.63073,102.233445,yes,yes,3.0,3.0,Sometimes,no,1.11756,no,0.035928,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 8427,Female,26.0,1.641784,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.722276,no,0.0,0.079334,Sometimes,Public_Transportation,Obesity_Type_III 8428,Female,36.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 8429,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 8430,Female,22.0,1.6,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8431,Female,24.449655,1.683502,113.207124,yes,yes,3.0,3.0,Sometimes,no,2.652327,no,0.165422,0.631825,Sometimes,Public_Transportation,Obesity_Type_III 8432,Male,23.0,1.722396,97.416417,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.593704,no,Public_Transportation,Obesity_Type_I 8433,Male,18.0,1.7,80.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 8434,Female,26.0,1.62414,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 8435,Male,20.0,1.85,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8436,Male,22.906342,1.809101,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,1.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_I 8437,Male,18.0,1.74,52.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8438,Female,18.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 8439,Female,18.771001,1.746411,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.465909,0.758897,Sometimes,Public_Transportation,Obesity_Type_III 8440,Male,17.0,1.811238,63.320629,yes,yes,2.910345,3.0,Sometimes,no,1.737353,no,2.0,1.679149,no,Automobile,Insufficient_Weight 8441,Female,18.0,1.66,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8442,Female,16.270434,1.805445,85.255631,yes,yes,2.512719,3.0,Sometimes,no,2.0,no,2.094542,1.34403,no,Public_Transportation,Obesity_Type_I 8443,Male,19.993154,1.710415,79.697278,yes,no,2.0,2.581015,Sometimes,no,2.514872,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 8444,Male,19.994543,1.829757,85.301029,yes,yes,2.923433,3.0,Sometimes,no,2.0,no,0.0,0.220087,Sometimes,Public_Transportation,Overweight_Level_I 8445,Male,21.772251,1.757961,85.137113,yes,yes,2.204914,3.0,Sometimes,no,2.15157,no,0.782416,0.78519,Sometimes,Public_Transportation,Overweight_Level_I 8446,Male,33.690239,1.733439,83.986714,yes,yes,2.0,2.627173,Sometimes,no,2.771469,no,2.64102,0.0,no,Automobile,Overweight_Level_II 8447,Male,23.0,1.74,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 8448,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 8449,Female,25.0,1.6,57.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 8450,Female,18.423482,1.668951,126.798173,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,0.902661,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 8451,Male,18.0,1.75,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8452,Female,25.955014,1.593847,102.815983,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.0,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 8453,Male,18.0,1.91,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Overweight_Level_I 8454,Male,19.0,1.75,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8455,Male,21.0,1.82,80.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 8456,Male,28.830558,1.7,98.579156,yes,yes,2.0,3.0,Sometimes,no,2.078011,no,1.903182,1.0,Frequently,Automobile,Obesity_Type_I 8457,Male,34.432669,1.818226,79.697278,yes,yes,2.0,1.259803,Sometimes,no,2.868132,no,0.895542,1.409198,no,Automobile,Overweight_Level_I 8458,Female,24.149036,1.6,80.0,yes,yes,1.522001,1.0,Sometimes,no,2.0,no,1.876051,0.0,no,Public_Transportation,Obesity_Type_I 8459,Male,20.172661,1.657496,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.770536,1.554404,no,Public_Transportation,Overweight_Level_II 8460,Male,27.583944,1.824655,107.482662,yes,yes,2.0,2.911568,Sometimes,no,2.803002,no,1.0,1.74288,Sometimes,Automobile,Obesity_Type_I 8461,Male,21.980847,1.670635,80.400306,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.788659,0.80898,no,Public_Transportation,Overweight_Level_I 8462,Male,25.748627,1.767077,110.970479,yes,yes,2.197261,1.0,Sometimes,no,1.679442,no,1.666965,0.0,no,Public_Transportation,Obesity_Type_II 8463,Male,31.641081,1.859056,103.586342,yes,yes,2.21965,2.978103,Sometimes,no,1.0,no,1.4164,0.0,Sometimes,Automobile,Obesity_Type_II 8464,Male,25.498751,1.838266,121.253083,yes,yes,2.95841,2.993634,Sometimes,no,2.415343,no,1.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8465,Male,16.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 8466,Male,22.851773,1.824901,121.737836,yes,yes,2.79166,2.695396,Sometimes,no,1.844645,no,0.994592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8467,Female,21.996523,1.525691,42.0,no,yes,3.0,2.044035,Frequently,no,1.656082,no,0.998039,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8468,Male,31.315593,1.689441,90.0,yes,yes,2.0,3.0,Sometimes,no,1.771198,no,0.826609,1.0,Sometimes,Automobile,Overweight_Level_II 8469,Female,18.0,1.67,50.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,1.0,no,Public_Transportation,Insufficient_Weight 8470,Male,23.0,1.7,65.0,yes,no,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8471,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 8472,Male,18.0,1.734237,51.7325,yes,yes,2.288604,3.884861,Sometimes,no,1.074048,no,0.02112,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8473,Female,25.929746,1.68395,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.555534,no,0.204108,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 8474,Female,18.0,1.58,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8475,Female,26.0,1.633945,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 8476,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 8477,Male,23.0,1.75,95.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 8478,Male,22.969366,1.65,95.0,yes,yes,2.0,1.114564,Sometimes,no,3.0,no,0.0,1.801322,no,Public_Transportation,Obesity_Type_I 8479,Male,30.0,1.82,71.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 8480,Female,25.976209,1.643332,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,0.030541,0.586035,Sometimes,Public_Transportation,Obesity_Type_III 8481,Female,21.0,1.59,57.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8482,Female,23.0,1.693628,76.202761,yes,yes,2.0,2.842035,Sometimes,no,2.0,no,0.0,1.77795,Sometimes,Public_Transportation,Overweight_Level_I 8483,Male,25.140074,1.835271,120.996581,yes,yes,2.497548,3.0,Sometimes,no,3.0,no,1.112504,0.396352,Sometimes,Public_Transportation,Obesity_Type_II 8484,Male,22.025438,1.673665,89.995034,yes,yes,1.771693,1.134321,Sometimes,no,1.919629,no,0.0,1.928972,Sometimes,Public_Transportation,Obesity_Type_I 8485,Female,19.027417,1.567981,42.006282,no,yes,2.633855,3.0,Frequently,no,1.429962,no,2.892922,0.461532,Sometimes,Public_Transportation,Insufficient_Weight 8486,Female,19.0,1.55,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 8487,Female,23.0,1.676095,80.0,yes,yes,2.0,2.279546,Sometimes,no,1.964435,no,0.0,1.432336,no,Public_Transportation,Overweight_Level_II 8488,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8489,Male,22.851773,1.705813,82.0,yes,yes,2.786008,1.028426,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 8490,Male,24.475242,1.775584,120.60094,yes,yes,2.846981,3.0,Sometimes,no,2.739351,no,1.224743,0.26956,Sometimes,Public_Transportation,Obesity_Type_II 8491,Male,25.100513,1.764166,113.90198,yes,yes,2.317734,3.0,Sometimes,no,2.0,no,1.866839,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 8492,Female,18.0,1.6,55.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8493,Male,27.558801,1.773115,120.60094,yes,yes,2.913452,3.0,Sometimes,no,2.795752,no,0.882709,0.64676,Sometimes,Public_Transportation,Obesity_Type_II 8494,Male,24.417552,1.665807,99.860254,yes,yes,2.938616,1.672706,Sometimes,no,2.868167,no,1.425712,0.0,no,Public_Transportation,Obesity_Type_II 8495,Male,23.0,1.62,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8496,Female,37.955371,1.647514,76.126112,yes,yes,2.0,3.0,Sometimes,no,1.506518,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 8497,Male,22.766227,1.731389,94.154201,yes,yes,2.0,2.951837,Sometimes,no,2.0,no,0.0,1.281141,no,Public_Transportation,Obesity_Type_I 8498,Female,21.0,1.751029,53.65727,yes,yes,2.880161,3.0,Frequently,no,2.0,no,0.0,0.663649,no,Public_Transportation,Insufficient_Weight 8499,Male,26.684354,1.829239,120.613561,yes,yes,2.219186,3.0,Sometimes,no,2.988771,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8500,Male,25.486521,1.767186,112.226032,yes,yes,1.443674,3.0,Sometimes,no,2.002194,no,1.386151,0.001337,Sometimes,Public_Transportation,Obesity_Type_II 8501,Male,26.699317,1.69,115.127662,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.98232,1.150439,Sometimes,Public_Transportation,Obesity_Type_II 8502,Female,16.30687,1.616467,67.473282,yes,yes,1.943927,3.058539,Sometimes,no,1.0,no,0.935217,1.944675,Sometimes,Public_Transportation,Overweight_Level_I 8503,Female,19.407204,1.520997,42.0,no,yes,2.959658,3.0,Frequently,no,1.85916,no,0.0,0.545993,Sometimes,Public_Transportation,Insufficient_Weight 8504,Male,22.0,1.66,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 8505,Male,24.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8506,Female,40.654155,1.580968,81.918809,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 8507,Male,25.100513,1.792435,114.004832,yes,yes,1.428289,3.0,Sometimes,no,2.100112,no,1.096556,1.432336,Sometimes,Public_Transportation,Obesity_Type_II 8508,Male,20.0,1.72,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8509,Male,21.929387,1.7,75.0,yes,yes,1.0816,3.0,Sometimes,no,2.0,no,1.166064,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8510,Female,21.0,1.56,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8511,Female,22.0,1.6,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8512,Male,20.3756,1.617749,104.936381,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.914356,no,Public_Transportation,Obesity_Type_I 8513,Female,21.28253,1.741192,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.537639,0.758897,Sometimes,Public_Transportation,Obesity_Type_III 8514,Female,19.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8515,Male,20.0,1.72,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 8516,Female,26.0,1.640741,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,0.0,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 8517,Female,18.0,1.71,71.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8518,Female,26.0,1.632377,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.133566,Sometimes,Public_Transportation,Obesity_Type_III 8519,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 8520,Female,25.966504,1.603404,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.095389,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 8521,Male,21.0,1.65,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8522,Male,22.908879,1.872517,121.277832,yes,yes,2.630137,2.938902,Sometimes,no,1.347559,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8523,Female,25.540865,1.678201,109.900472,yes,yes,3.0,3.0,Sometimes,no,1.49681,no,0.143955,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 8524,Female,18.0,1.6,51.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8525,Female,26.0,1.618867,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 8526,Male,18.260079,1.771817,85.770013,yes,yes,2.0,3.0,Sometimes,no,2.643468,no,1.996487,0.758897,Sometimes,Public_Transportation,Overweight_Level_I 8527,Male,30.554956,1.787195,112.287678,yes,yes,1.926381,3.0,Sometimes,no,2.117733,no,0.334264,0.471663,Sometimes,Automobile,Obesity_Type_II 8528,Female,20.801791,1.738717,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.525165,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 8529,Male,19.0,1.85,60.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 8530,Female,19.528936,1.821168,142.559161,yes,yes,3.0,3.0,Sometimes,no,2.562002,no,1.976427,0.740331,Sometimes,Public_Transportation,Obesity_Type_III 8531,Male,34.0,1.78,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 8532,Female,21.0,1.68,78.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8533,Male,29.43879,1.767077,98.44113,yes,yes,2.046651,3.0,Sometimes,no,1.817899,no,1.917383,0.0,Sometimes,Automobile,Obesity_Type_I 8534,Male,23.0,1.791415,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.03415,no,2.119682,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 8535,Male,18.0,1.72,70.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8536,Female,22.978655,1.604893,85.568385,yes,yes,2.0,3.0,Sometimes,no,2.973729,no,0.432813,1.0,no,Public_Transportation,Obesity_Type_I 8537,Male,23.564513,1.87034,121.458232,yes,yes,2.654792,2.911568,Sometimes,no,1.744628,no,0.863158,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8538,Male,30.717727,1.767479,120.151967,yes,yes,2.919584,3.0,Sometimes,no,2.091934,no,0.614466,1.74288,Sometimes,Automobile,Obesity_Type_II 8539,Female,25.909353,1.643017,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.652327,no,0.093418,0.575848,Sometimes,Public_Transportation,Obesity_Type_III 8540,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8541,Female,25.982113,1.627818,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.480555,no,0.098043,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 8542,Male,21.207423,1.7,82.329047,yes,yes,1.996638,3.0,Sometimes,no,2.675567,no,0.0,1.690102,Sometimes,Public_Transportation,Overweight_Level_II 8543,Male,34.369686,1.752863,118.548733,yes,yes,2.658112,2.997414,Sometimes,no,2.981782,no,0.822186,0.0,Sometimes,Automobile,Obesity_Type_II 8544,Male,23.0,1.8,63.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8545,Male,18.0,1.694997,80.311273,yes,yes,2.562687,2.581015,Sometimes,no,2.824559,no,2.206055,0.4346,no,Public_Transportation,Overweight_Level_I 8546,Female,22.154854,1.753578,79.697278,yes,yes,2.0,2.976098,Sometimes,no,2.653563,no,0.902776,1.89388,Sometimes,Public_Transportation,Overweight_Level_I 8547,Female,17.469417,1.7,50.0,no,yes,2.872121,4.0,Sometimes,no,2.651258,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 8548,Female,25.919241,1.610488,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.094893,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 8549,Male,22.977357,1.872561,121.310257,yes,yes,2.219186,2.752318,Sometimes,no,1.0,no,1.356468,0.133566,Sometimes,Public_Transportation,Obesity_Type_II 8550,Female,19.0,1.56,58.0,no,yes,3.0,3.0,Always,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 8551,Male,18.0,1.65,60.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8552,Male,33.270448,1.838441,117.651046,yes,yes,2.0,2.965494,Sometimes,no,2.0,no,0.631565,0.0,Sometimes,Automobile,Obesity_Type_II 8553,Female,37.765356,1.507867,76.082517,yes,yes,1.851262,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8554,Female,16.0,1.7,65.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 8555,Female,21.654316,1.734092,132.116491,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.68291,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 8556,Female,21.0,1.66,56.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8557,Female,18.0,1.7,53.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,3.0,1.0,no,Walking,Normal_Weight 8558,Female,23.47007,1.772045,119.081804,yes,yes,3.0,3.0,Sometimes,no,2.085553,no,0.129902,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 8559,Male,30.304203,1.65,102.083964,yes,yes,2.392179,1.068443,Sometimes,no,1.120213,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 8560,Male,27.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8561,Male,27.991467,1.816868,120.805715,yes,yes,2.9673,3.0,Sometimes,no,2.292906,no,0.704236,1.917679,Sometimes,Public_Transportation,Obesity_Type_II 8562,Male,19.59904,1.774983,54.98234,yes,yes,2.0,3.986652,Sometimes,no,2.456939,no,2.0,1.865851,no,Public_Transportation,Insufficient_Weight 8563,Male,26.680376,1.76569,120.975489,yes,yes,2.191429,3.0,Sometimes,no,2.868167,no,1.866839,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8564,Male,19.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Motorbike,Normal_Weight 8565,Female,26.0,1.641209,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 8566,Female,34.231083,1.679306,77.033049,yes,yes,2.117121,1.630846,Sometimes,no,1.676975,no,0.108948,0.686529,no,Automobile,Overweight_Level_II 8567,Female,22.661556,1.606066,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.105936,Sometimes,Public_Transportation,Obesity_Type_I 8568,Female,50.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 8569,Female,23.0,1.6,93.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 8570,Female,23.0,1.60681,84.340406,yes,yes,2.0,3.0,Sometimes,no,2.135552,no,0.189831,0.176892,no,Public_Transportation,Obesity_Type_I 8571,Male,26.899886,1.834715,118.332689,yes,yes,2.633855,3.0,Sometimes,no,2.0,no,1.917383,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8572,Male,20.392665,1.716521,96.192662,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.391948,no,Public_Transportation,Obesity_Type_I 8573,Male,22.087389,1.602025,99.605527,yes,yes,3.0,1.202179,Sometimes,no,1.606076,no,0.011477,1.619473,no,Public_Transportation,Obesity_Type_II 8574,Female,16.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8575,Male,31.641081,1.811602,101.544589,yes,yes,2.92711,1.92822,Sometimes,no,2.976229,no,2.0,0.276364,Sometimes,Automobile,Obesity_Type_I 8576,Female,21.81119,1.6,66.401407,yes,yes,2.81646,3.559841,Sometimes,no,2.0,no,0.0,0.616045,Sometimes,Public_Transportation,Overweight_Level_I 8577,Female,18.0,1.6,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8578,Male,24.0,1.85,86.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,0.0,no,Bike,Overweight_Level_II 8579,Male,20.027764,1.694439,103.175516,yes,yes,2.699282,1.109956,Sometimes,no,1.0,no,0.128548,1.140348,no,Public_Transportation,Obesity_Type_II 8580,Female,20.871153,1.68395,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,0.981686,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 8581,Female,25.919571,1.610488,102.174953,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.045651,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 8582,Male,26.899886,1.812919,120.794535,yes,yes,2.653721,3.0,Sometimes,no,2.613928,no,0.926201,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8583,Female,17.000433,1.573987,39.850137,no,yes,2.974006,3.0,Sometimes,no,2.0,no,2.407906,1.426103,Sometimes,Public_Transportation,Insufficient_Weight 8584,Female,22.649792,1.700164,74.433362,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8585,Male,22.766227,1.773664,116.142644,yes,yes,2.724121,3.0,Sometimes,no,2.0,no,1.046463,0.023564,Sometimes,Public_Transportation,Obesity_Type_II 8586,Female,16.172992,1.6,65.0,no,yes,2.061969,1.0,Sometimes,no,2.0,yes,0.051097,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8587,Male,19.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8588,Female,21.731497,1.722527,51.132809,yes,yes,2.303656,3.0,Frequently,no,1.873004,no,1.067817,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8589,Female,23.0,1.74,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 8590,Male,18.951144,1.849307,97.582959,yes,yes,2.372494,3.0,Sometimes,no,2.253422,no,1.304291,0.303025,no,Public_Transportation,Obesity_Type_I 8591,Male,32.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 8592,Male,24.317607,1.688911,99.661671,yes,yes,2.003951,2.799979,Sometimes,no,2.011023,no,1.006884,0.0,no,Public_Transportation,Obesity_Type_II 8593,Male,18.0,1.82,52.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 8594,Female,25.964788,1.668649,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.131185,no,0.0,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 8595,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8596,Male,33.151905,1.738465,117.93329,yes,yes,2.037042,2.842848,Sometimes,no,1.0,no,1.089891,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8597,Female,19.885655,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.501647,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 8598,Female,20.941943,1.810427,152.720545,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,1.699056,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 8599,Female,21.412434,1.675562,121.639178,yes,yes,3.0,3.0,Sometimes,no,1.796956,no,1.482411,0.926052,Sometimes,Public_Transportation,Obesity_Type_III 8600,Female,23.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8601,Female,25.951737,1.640535,110.777391,yes,yes,3.0,3.0,Sometimes,no,1.591425,no,0.011161,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 8602,Female,23.0,1.63,53.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 8603,Male,29.429687,1.775416,103.017623,yes,yes,2.964319,2.967089,Sometimes,no,2.042078,no,0.577063,1.350099,Sometimes,Public_Transportation,Obesity_Type_II 8604,Male,18.0,1.7,52.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 8605,Female,19.749627,1.694423,49.932199,no,yes,2.736647,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8606,Male,33.0,1.65,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8607,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 8608,Male,30.71516,1.781952,102.523111,yes,yes,2.0,2.13229,Sometimes,no,1.0,no,1.926592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8609,Female,21.587743,1.639524,80.0,yes,yes,2.569075,3.0,Sometimes,no,2.096751,no,1.926381,0.0,no,Public_Transportation,Obesity_Type_I 8610,Male,22.352025,1.788239,105.000706,yes,yes,2.0,3.0,Sometimes,no,2.795752,no,2.787319,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8611,Male,28.377958,1.789143,113.714521,yes,yes,2.57649,3.0,Sometimes,no,2.170225,no,0.0,0.001337,Sometimes,Automobile,Obesity_Type_II 8612,Male,21.0,1.62,70.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8613,Female,19.633898,1.532643,42.339767,no,yes,2.310423,3.0,Frequently,no,1.0,no,0.0,0.906247,Sometimes,Public_Transportation,Insufficient_Weight 8614,Female,26.0,1.642971,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 8615,Male,43.604901,1.65,80.0,yes,yes,2.0,1.146052,Sometimes,no,2.08554,no,1.31817,0.0,Sometimes,Automobile,Overweight_Level_I 8616,Female,21.682367,1.681719,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,1.996487,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 8617,Male,23.0,1.77,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8618,Female,26.0,1.640125,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.143675,Sometimes,Public_Transportation,Obesity_Type_III 8619,Female,22.857123,1.638744,83.15115,yes,yes,2.0,2.562895,Sometimes,no,2.640539,no,1.020525,0.0,no,Public_Transportation,Obesity_Type_I 8620,Female,19.054008,1.813567,142.529267,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.493018,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 8621,Female,38.644441,1.696423,80.091886,yes,yes,2.0,1.9154,Sometimes,no,2.205911,no,1.0,0.0,no,Automobile,Overweight_Level_II 8622,Female,25.696073,1.668649,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.692112,no,0.017804,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 8623,Male,29.669219,1.774644,105.966894,yes,yes,2.934671,3.0,Sometimes,no,2.073497,no,2.077653,0.677909,Sometimes,Automobile,Obesity_Type_I 8624,Female,22.0,1.61,63.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8625,Female,26.0,1.621245,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 8626,Male,18.0,1.85,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 8627,Female,25.783865,1.621231,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.530992,no,0.01586,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 8628,Male,26.0,1.74,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8629,Male,21.168651,1.856315,96.738014,yes,yes,2.0,1.890213,Sometimes,no,3.0,no,0.261274,1.206251,no,Public_Transportation,Obesity_Type_I 8630,Female,25.0,1.65,56.0,no,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 8631,Female,18.532826,1.732096,50.0,no,yes,1.053534,3.0,Sometimes,no,1.0,no,0.067985,0.98468,Sometimes,Public_Transportation,Insufficient_Weight 8632,Female,17.0,1.7,51.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 8633,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8634,Female,26.0,1.62495,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 8635,Female,19.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 8636,Female,25.918524,1.629225,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 8637,Female,25.95383,1.618573,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.043689,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 8638,Male,23.0,1.650189,90.0,yes,yes,2.0,2.692889,Sometimes,no,2.884033,no,0.870127,0.142638,no,Public_Transportation,Obesity_Type_I 8639,Female,26.0,1.649178,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 8640,Female,21.872484,1.759091,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.45473,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 8641,Male,18.0,1.845399,59.619485,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.784471,1.34403,no,Automobile,Insufficient_Weight 8642,Female,23.76197,1.688354,121.310257,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.435072,Sometimes,Public_Transportation,Obesity_Type_III 8643,Male,22.138375,1.767335,55.700497,yes,yes,2.156065,3.0,Sometimes,no,2.157395,no,2.0,1.679149,Sometimes,Public_Transportation,Insufficient_Weight 8644,Female,16.950499,1.567131,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.987521,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8645,Female,19.329542,1.627839,45.0,no,no,3.0,3.0,Frequently,no,2.310921,no,1.139107,0.469735,Sometimes,Public_Transportation,Insufficient_Weight 8646,Male,21.016849,1.782722,105.013901,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,0.00705,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8647,Female,18.0,1.5,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8648,Female,16.0,1.6,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 8649,Male,19.931667,1.856315,87.344156,no,yes,2.0,3.0,Sometimes,no,2.856315,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8650,Female,18.729566,1.723328,50.0,no,yes,1.052699,3.207071,Sometimes,no,1.954968,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8651,Male,22.704908,1.708071,75.920519,yes,yes,2.073224,3.0,Sometimes,no,2.207978,no,0.143955,1.102899,Sometimes,Public_Transportation,Overweight_Level_I 8652,Male,22.0,1.72,99.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8653,Female,18.785119,1.65,50.0,no,no,1.052699,3.0,Frequently,no,1.0,no,0.121585,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8654,Male,22.991668,1.771915,114.480696,yes,yes,2.0,3.0,Sometimes,no,2.364208,no,1.078719,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 8655,Female,19.0,1.58,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 8656,Female,18.0,1.74,50.0,no,no,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8657,Male,21.0,1.72,52.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 8658,Male,20.491475,1.768834,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.767013,0.103056,no,Public_Transportation,Overweight_Level_II 8659,Male,22.908879,1.898139,120.399758,yes,yes,2.34222,2.938902,Sometimes,no,2.111908,no,1.306476,1.339691,Sometimes,Public_Transportation,Obesity_Type_II 8660,Female,43.238402,1.583943,76.65949,yes,yes,2.0,3.0,Sometimes,no,2.102976,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8661,Female,19.0,1.56,58.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 8662,Male,19.0,1.78,76.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8663,Male,20.880161,1.735461,97.449743,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.092344,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8664,Male,23.147644,1.859927,121.527369,yes,yes,2.996186,2.658837,Sometimes,no,1.797161,no,0.899864,1.898139,Sometimes,Public_Transportation,Obesity_Type_II 8665,Female,20.720639,1.76414,129.991623,yes,yes,3.0,3.0,Sometimes,no,1.979833,no,1.417035,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 8666,Female,36.0,1.63,63.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 8667,Female,21.837996,1.699437,68.869791,yes,yes,1.206276,3.0,no,no,1.207978,no,0.94984,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8668,Male,17.0,1.7,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 8669,Female,21.289104,1.738717,127.161381,yes,yes,3.0,3.0,Sometimes,no,1.693362,no,1.946907,0.946888,Sometimes,Public_Transportation,Obesity_Type_III 8670,Male,25.758307,1.780731,115.45845,yes,yes,2.203962,3.0,Sometimes,no,2.133767,no,1.285976,0.836151,Sometimes,Public_Transportation,Obesity_Type_II 8671,Male,24.0,1.7,75.0,no,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 8672,Female,23.69484,1.746416,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465909,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 8673,Male,30.710511,1.766888,120.975489,yes,yes,2.913452,3.0,Sometimes,no,1.810738,no,0.891444,0.871772,Sometimes,Public_Transportation,Obesity_Type_II 8674,Male,23.0,1.68,90.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 8675,Female,21.0,1.617469,68.981403,yes,yes,1.123672,3.0,Sometimes,no,1.254589,no,0.732276,1.720642,Sometimes,Public_Transportation,Overweight_Level_I 8676,Male,18.0,1.790172,108.15619,yes,yes,2.0,1.134042,Sometimes,no,2.495944,no,1.0,0.648522,no,Public_Transportation,Obesity_Type_I 8677,Male,18.0,1.758618,55.01045,yes,yes,2.971574,4.0,Sometimes,no,2.971574,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 8678,Male,37.955371,1.567915,98.790167,yes,yes,2.031185,2.77684,Sometimes,no,1.796257,no,1.71836,0.0,Sometimes,Automobile,Obesity_Type_I 8679,Female,18.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8680,Female,32.997118,1.672446,74.812707,yes,yes,2.948425,1.198643,Sometimes,no,2.0,no,0.0,0.371941,Sometimes,Automobile,Overweight_Level_I 8681,Male,27.0,1.8,99.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 8682,Female,21.274628,1.738836,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.537639,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 8683,Female,38.523646,1.568441,62.903938,no,yes,2.54527,3.0,Sometimes,no,1.549931,yes,0.553305,0.973834,Sometimes,Automobile,Overweight_Level_I 8684,Female,22.518787,1.586952,82.851318,yes,yes,1.963965,2.392811,Sometimes,no,1.315608,no,0.249264,1.560402,no,Public_Transportation,Obesity_Type_I 8685,Male,22.0,1.7,70.0,no,no,2.0,4.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8686,Male,22.0,1.75,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8687,Female,19.0,1.647811,49.039794,no,yes,2.974006,3.0,Sometimes,no,1.0,no,0.108948,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8688,Female,40.821515,1.559499,110.804337,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 8689,Male,26.945139,1.762921,116.160329,yes,yes,2.177243,3.0,Sometimes,no,2.022933,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 8690,Male,38.644441,1.71367,75.948164,yes,yes,2.640801,3.0,Sometimes,no,2.803002,no,1.0,0.881848,Sometimes,Automobile,Overweight_Level_I 8691,Female,45.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8692,Male,23.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 8693,Male,25.540865,1.838791,120.980508,yes,yes,2.619987,3.0,Sometimes,no,2.715252,no,1.417035,0.076693,Sometimes,Public_Transportation,Obesity_Type_II 8694,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8695,Female,39.129291,1.633491,76.65949,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8696,Female,25.113537,1.650012,107.482662,yes,yes,3.0,3.0,Sometimes,no,2.853991,no,0.001297,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8697,Female,25.986368,1.622418,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 8698,Male,25.498965,1.86741,117.298233,yes,yes,2.766612,2.996444,Sometimes,no,2.102709,no,1.857351,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8699,Male,26.734476,1.7,77.929204,yes,no,2.44004,1.888067,Sometimes,no,2.0,no,0.0,0.805008,Sometimes,Public_Transportation,Overweight_Level_II 8700,Female,23.421726,1.756509,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.139107,0.918871,Sometimes,Public_Transportation,Obesity_Type_III 8701,Male,21.808159,1.716521,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.979701,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8702,Male,43.726081,1.674568,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.685087,0.0,no,Automobile,Overweight_Level_II 8703,Male,25.999942,1.82697,105.496975,yes,yes,3.0,3.0,Sometimes,no,2.616138,no,0.063383,0.062167,Sometimes,Public_Transportation,Obesity_Type_I 8704,Female,25.999636,1.621245,105.138073,yes,yes,3.0,3.0,Sometimes,no,2.322003,no,0.008013,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 8705,Female,21.0,1.65,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8706,Male,18.0,1.8,80.0,no,yes,2.0,3.0,Always,no,2.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8707,Male,18.0,1.7,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8708,Female,33.185661,1.755507,78.664618,yes,yes,2.0,1.0,Sometimes,no,2.471033,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 8709,Female,21.001969,1.729719,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.508897,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 8710,Male,24.449655,1.754218,120.919703,yes,yes,2.938616,3.0,Sometimes,no,2.165804,no,1.917383,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 8711,Female,18.862264,1.587953,65.0,yes,yes,2.020502,3.087119,Sometimes,no,1.970622,yes,0.932792,1.40913,no,Public_Transportation,Overweight_Level_I 8712,Female,18.863875,1.529724,40.343463,no,yes,2.866383,1.73762,Sometimes,no,1.099231,no,0.14495,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8713,Male,20.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 8714,Female,19.684891,1.747773,132.145549,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.68291,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 8715,Male,18.869151,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.980738,1.89388,Sometimes,Public_Transportation,Overweight_Level_II 8716,Female,26.0,1.640535,107.10819,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 8717,Male,25.100513,1.75,118.40174,yes,yes,2.723953,3.0,Sometimes,no,2.003563,no,0.182249,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8718,Male,19.126145,1.632118,79.697278,yes,no,2.568063,2.645858,Sometimes,no,1.0,no,0.0,1.119877,no,Public_Transportation,Overweight_Level_II 8719,Female,16.0,1.62,45.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8720,Male,41.403862,1.75,116.594351,yes,yes,1.996646,2.831771,Sometimes,no,2.0,no,0.0,1.758865,Sometimes,Automobile,Obesity_Type_II 8721,Male,22.396504,1.825718,121.737836,yes,yes,2.22259,2.779379,Sometimes,no,1.853991,no,1.48809,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8722,Male,23.170309,1.658202,80.0,yes,yes,2.0,1.338033,Sometimes,no,2.0,no,2.892922,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8723,Male,24.0,1.75,74.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8724,Female,34.0,1.67,86.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 8725,Male,19.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 8726,Female,26.0,1.66494,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 8727,Female,26.0,1.643421,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 8728,Female,21.704699,1.771043,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.530035,no,1.399183,0.845633,Sometimes,Public_Transportation,Obesity_Type_III 8729,Female,21.084625,1.676945,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.685087,0.0,no,Public_Transportation,Overweight_Level_II 8730,Male,23.154311,1.766626,121.458232,yes,yes,2.939727,2.938902,Sometimes,no,1.746197,no,0.766007,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8731,Male,23.0,1.71,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 8732,Female,22.469351,1.680858,82.0,yes,yes,1.220024,1.0,Sometimes,no,2.0,no,0.0,1.220029,Sometimes,Public_Transportation,Obesity_Type_I 8733,Male,23.0,1.71,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 8734,Male,21.0,1.8,66.4,yes,yes,3.0,4.0,Always,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8735,Female,21.95994,1.771043,137.852618,yes,yes,3.0,3.0,Sometimes,no,1.77962,no,1.683497,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 8736,Male,23.0,1.8,93.5,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8737,Female,25.943827,1.607734,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.326635,no,0.06275,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 8738,Male,19.091346,1.752093,58.325122,yes,yes,2.591439,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 8739,Male,38.394047,1.763029,118.237782,yes,yes,2.392179,3.0,Sometimes,no,2.0,no,0.94522,0.0,Sometimes,Automobile,Obesity_Type_II 8740,Female,25.986368,1.633442,110.803117,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 8741,Female,17.420269,1.553026,59.243506,yes,yes,2.493448,3.047959,Sometimes,no,2.0,no,2.0,0.733221,no,Automobile,Overweight_Level_II 8742,Male,28.421533,1.758382,113.714521,yes,yes,1.064162,3.985442,Sometimes,no,2.022933,no,1.980401,0.775378,Sometimes,Automobile,Insufficient_Weight 8743,Male,42.337283,1.607787,81.650778,yes,yes,2.0,3.0,Sometimes,no,1.895876,no,0.0,0.0,no,Automobile,Obesity_Type_I 8744,Male,20.0,1.72,70.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 8745,Male,23.0,1.76,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.759954,Sometimes,Public_Transportation,Obesity_Type_II 8746,Female,18.0,1.588147,68.392133,yes,no,2.0,1.313403,Sometimes,no,2.0,no,1.932386,1.094941,no,Public_Transportation,Overweight_Level_I 8747,Male,38.71216,1.764166,118.370628,yes,yes,2.312528,2.987652,Sometimes,no,2.147746,no,0.919388,0.0,Sometimes,Automobile,Obesity_Type_II 8748,Female,18.0,1.5,50.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8749,Male,29.463168,1.708071,102.458232,yes,yes,2.765063,3.0,Sometimes,no,1.708083,no,0.292093,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8750,Female,18.0,1.65,86.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 8751,Female,25.992898,1.654784,102.686908,yes,yes,3.0,3.0,Sometimes,no,1.020313,no,0.008127,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 8752,Male,19.0,1.75,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8753,Male,22.0,1.8,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8754,Female,38.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 8755,Male,33.700749,1.789193,84.451423,yes,yes,2.451009,3.0,Sometimes,no,2.0,no,2.300282,0.0,Frequently,Automobile,Overweight_Level_II 8756,Female,26.0,1.652674,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 8757,Male,34.993835,1.692378,83.413873,yes,yes,2.333503,2.7976,Sometimes,no,2.253422,no,2.667739,0.806069,no,Automobile,Overweight_Level_II 8758,Male,21.027662,1.625891,70.0,no,yes,2.0,1.0,no,no,2.78678,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8759,Female,35.483601,1.647514,73.91692,yes,no,3.0,2.849848,Sometimes,no,1.62244,no,0.921268,1.50301,Sometimes,Automobile,Overweight_Level_I 8760,Female,19.054008,1.553026,77.74518,yes,yes,2.0,2.6648,Sometimes,no,1.406115,no,0.0,0.105895,Sometimes,Public_Transportation,Overweight_Level_I 8761,Female,25.96701,1.617124,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.318736,no,0.167086,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 8762,Male,18.0,1.8,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Automobile,Normal_Weight 8763,Male,29.669219,1.858624,105.131956,yes,yes,2.0,3.0,Sometimes,no,2.923856,no,1.980401,0.0,Sometimes,Automobile,Obesity_Type_I 8764,Female,22.0,1.64,65.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.874643,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8765,Male,18.0,1.8,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8766,Female,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8767,Male,33.722449,1.837117,97.58826,yes,yes,2.746408,1.873484,Sometimes,no,2.0,no,1.0,0.933964,Sometimes,Automobile,Overweight_Level_II 8768,Female,19.946244,1.525234,42.0,no,yes,2.451009,3.0,Frequently,no,1.624981,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8769,Male,29.32038,1.673333,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.675733,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 8770,Female,21.0,1.75,68.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8771,Male,33.864257,1.694633,83.986714,yes,yes,2.971574,1.473088,Sometimes,no,2.0,no,0.654316,0.0,no,Automobile,Overweight_Level_II 8772,Male,22.0,1.6,75.0,no,no,2.0,4.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8773,Male,26.680376,1.819296,120.980508,yes,yes,2.247795,3.0,Sometimes,no,2.121251,no,1.299469,1.895312,Sometimes,Public_Transportation,Obesity_Type_II 8774,Female,23.0,1.59,48.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 8775,Male,23.0,1.76,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8776,Female,21.0,1.613119,68.908136,yes,yes,2.277077,1.0,Sometimes,no,2.0,no,0.935217,0.67688,Sometimes,Public_Transportation,Overweight_Level_I 8777,Female,19.431662,1.67861,78.434492,yes,no,3.0,2.049908,Sometimes,no,2.452789,no,1.17116,0.9976,Sometimes,Public_Transportation,Overweight_Level_II 8778,Male,25.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 8779,Male,21.0,1.693628,75.0,yes,yes,2.0,3.0,Sometimes,no,1.937674,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8780,Female,25.994746,1.643892,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.006643,no,0.008013,0.732881,Sometimes,Public_Transportation,Obesity_Type_III 8781,Female,21.962426,1.645511,75.399191,yes,yes,2.0,3.0,Sometimes,no,1.144539,no,0.65235,0.652485,Sometimes,Public_Transportation,Overweight_Level_I 8782,Male,22.0,1.72,95.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 8783,Male,24.825393,1.770124,120.8158,yes,yes,2.277077,2.806341,Sometimes,no,2.141271,no,1.17177,0.22183,Sometimes,Public_Transportation,Obesity_Type_II 8784,Female,25.986185,1.62456,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.159255,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 8785,Female,26.0,1.627908,111.635463,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 8786,Female,36.769646,1.652202,80.0,yes,yes,2.061969,2.997414,Sometimes,no,1.997529,no,1.376534,0.369134,no,Automobile,Overweight_Level_II 8787,Female,22.591026,1.803245,82.851318,yes,yes,2.736628,3.0,Sometimes,no,1.567366,no,0.462951,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8788,Female,19.735968,1.523426,42.0,no,yes,2.927409,3.339914,Frequently,no,1.0,no,1.078719,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8789,Female,37.524551,1.508908,63.183846,yes,yes,2.048582,3.0,Sometimes,no,1.526313,no,0.0,0.0,no,Automobile,Overweight_Level_II 8790,Male,30.444081,1.767563,118.436166,yes,yes,2.530233,3.0,Sometimes,no,2.038958,no,1.018158,1.152899,Sometimes,Automobile,Obesity_Type_II 8791,Female,21.282238,1.746516,144.302261,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.510398,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 8792,Male,22.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8793,Female,19.529746,1.530266,42.0,no,yes,3.0,1.0,Frequently,no,1.836791,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8794,Male,18.0,1.8,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8795,Female,39.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 8796,Female,18.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8797,Male,21.0,1.65,60.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8798,Male,30.610436,1.76071,118.332966,yes,yes,1.431346,2.138375,Sometimes,no,2.083939,no,0.647798,0.0,Sometimes,Automobile,Obesity_Type_II 8799,Female,19.314429,1.557943,49.815599,no,yes,2.059138,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8800,Male,23.0,1.71,50.0,yes,no,2.0,3.0,Frequently,no,3.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 8801,Female,20.586978,1.810215,152.43563,yes,yes,3.0,3.0,Sometimes,no,1.305816,no,0.897702,0.908271,Sometimes,Public_Transportation,Obesity_Type_III 8802,Male,27.0,1.9,97.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 8803,Female,26.0,1.63,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8804,Male,21.0,1.84,86.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 8805,Male,25.920738,1.690262,103.276087,yes,yes,2.0,1.114564,Sometimes,no,2.0,no,1.0,0.723154,no,Public_Transportation,Obesity_Type_I 8806,Male,24.511445,1.701584,99.873716,yes,yes,2.724121,2.806341,Sometimes,no,1.0,no,0.121585,1.89933,no,Public_Transportation,Obesity_Type_II 8807,Female,26.0,1.656504,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.079673,Sometimes,Public_Transportation,Obesity_Type_III 8808,Female,18.198322,1.533364,71.799982,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.998039,1.0,no,Public_Transportation,Overweight_Level_II 8809,Male,21.772251,1.749405,94.189167,yes,yes,2.0,2.877583,Sometimes,no,2.0,no,0.915699,0.418623,no,Public_Transportation,Obesity_Type_I 8810,Male,21.0,1.81,115.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 8811,Male,23.0,1.72,66.0,yes,no,3.0,4.0,Sometimes,no,1.0,no,0.0,2.0,no,Walking,Normal_Weight 8812,Male,23.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 8813,Female,21.868932,1.694726,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.612741,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 8814,Female,40.794057,1.548403,62.417228,yes,yes,2.0,2.372339,Sometimes,no,1.029241,no,0.0,0.0,no,Automobile,Overweight_Level_II 8815,Male,25.341399,1.787195,115.428276,yes,yes,2.9673,3.0,Sometimes,no,2.535127,no,0.849811,1.89933,Sometimes,Public_Transportation,Obesity_Type_II 8816,Female,26.0,1.622418,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,0.067491,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 8817,Male,27.635029,1.76714,120.775439,yes,yes,2.225149,3.0,Sometimes,no,2.173279,no,1.46361,0.673408,Sometimes,Public_Transportation,Obesity_Type_II 8818,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.891444,1.358163,no,Public_Transportation,Overweight_Level_II 8819,Female,25.986185,1.669354,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,1.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 8820,Male,24.449655,1.755938,121.864326,yes,yes,2.869833,2.625475,Sometimes,no,2.825629,no,1.856119,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8821,Male,21.0,1.85,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8822,Male,21.106056,1.704573,80.0,yes,yes,2.0,1.0,Sometimes,no,1.606076,no,2.834373,1.556052,no,Public_Transportation,Overweight_Level_II 8823,Male,39.585811,1.803527,108.721893,yes,yes,2.0,1.9154,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 8824,Female,26.0,1.640125,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 8825,Male,25.057878,1.824655,120.151967,yes,yes,2.919526,3.0,Sometimes,no,2.165408,no,1.420675,0.418623,Sometimes,Public_Transportation,Obesity_Type_II 8826,Female,26.0,1.627567,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 8827,Male,31.707653,1.613921,102.810704,yes,yes,2.890535,3.0,Sometimes,no,1.0,no,1.082236,1.0,no,Public_Transportation,Obesity_Type_II 8828,Female,18.729566,1.55,62.877347,no,yes,2.0,3.0,Sometimes,no,1.0,yes,0.665439,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8829,Male,22.0,1.67,70.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8830,Male,33.0,1.72,83.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8831,Female,26.70371,1.859927,87.676154,no,yes,2.286481,3.156153,Sometimes,no,2.450069,no,2.834373,0.849236,Frequently,Public_Transportation,Overweight_Level_I 8832,Female,21.379676,1.682253,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.612741,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 8833,Female,25.696736,1.643892,104.592372,yes,yes,3.0,3.0,Sometimes,no,2.976229,no,0.218356,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 8834,Female,22.658572,1.609418,82.0,yes,yes,2.0,1.734762,Sometimes,no,2.0,no,2.20208,1.40913,no,Automobile,Obesity_Type_I 8835,Female,21.413642,1.525234,42.0,no,yes,3.0,3.30846,Frequently,no,1.0,no,1.903182,0.555468,no,Public_Transportation,Insufficient_Weight 8836,Male,18.0,1.841879,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 8837,Male,23.0,1.7,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8838,Female,21.285965,1.719913,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.251715,no,1.686229,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 8839,Male,33.185661,1.856315,97.842406,yes,yes,2.0,1.72626,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8840,Male,16.0,1.82,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8841,Male,18.0,1.62,70.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8842,Male,21.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8843,Female,21.0,1.6,63.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8844,Male,18.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8845,Female,21.02064,1.560029,60.522744,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.926381,0.0,no,Public_Transportation,Overweight_Level_II 8846,Male,29.981494,1.909105,129.349471,yes,yes,1.34138,3.0,Sometimes,no,1.591909,no,1.236114,0.090341,Sometimes,Public_Transportation,Obesity_Type_II 8847,Male,23.0,1.705304,99.592225,yes,yes,2.151335,3.0,Sometimes,no,1.490613,no,1.995582,0.0,no,Public_Transportation,Obesity_Type_II 8848,Female,22.018228,1.662978,88.600878,yes,yes,2.0,1.0,Sometimes,no,2.085553,no,1.0,1.772287,no,Public_Transportation,Obesity_Type_I 8849,Male,30.717727,1.762921,119.205308,yes,yes,2.341999,3.0,Sometimes,no,2.172649,no,0.656548,0.0,Sometimes,Automobile,Obesity_Type_II 8850,Male,22.832105,1.849507,121.04172,yes,yes,2.562687,2.938902,Sometimes,no,2.0,no,1.066101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8851,Female,23.0,1.55,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8852,Female,23.0,1.599999,78.997166,yes,no,2.512719,2.567567,Sometimes,no,2.930137,no,1.973465,0.0,no,Public_Transportation,Overweight_Level_II 8853,Female,25.986368,1.640535,104.879602,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.139159,0.635867,Sometimes,Public_Transportation,Obesity_Type_III 8854,Female,25.968792,1.632896,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.167086,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 8855,Female,33.0,1.68,77.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 8856,Female,30.711381,1.611,68.107866,yes,yes,2.984425,3.53009,Sometimes,no,1.853991,no,0.976425,0.575969,Sometimes,Automobile,Overweight_Level_I 8857,Female,18.836315,1.550648,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.630866,Sometimes,Public_Transportation,Insufficient_Weight 8858,Male,21.0,1.621231,70.0,no,yes,2.927187,1.0,no,no,2.0,no,1.609938,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8859,Female,23.0,1.68,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8860,Female,19.0,1.64,49.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8861,Female,18.94093,1.792378,138.730619,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.537639,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 8862,Female,21.0,1.65,68.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8863,Male,18.0,1.70165,50.157707,no,yes,1.31415,3.0,Sometimes,no,1.153559,no,0.987521,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8864,Female,26.0,1.627818,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.151005,Sometimes,Public_Transportation,Obesity_Type_III 8865,Female,27.0,1.7,78.0,yes,yes,3.0,1.0,Sometimes,yes,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 8866,Male,33.293166,1.766888,93.310284,yes,yes,2.0,1.477581,Sometimes,no,1.992586,no,0.571648,0.0,no,Automobile,Overweight_Level_II 8867,Female,21.030909,1.696412,77.74518,yes,yes,2.954417,2.658639,Sometimes,no,2.0,no,0.957463,0.0,Sometimes,Public_Transportation,Overweight_Level_II 8868,Male,21.0,1.750085,78.997062,yes,yes,1.83746,3.0,Sometimes,no,2.740848,no,1.228136,0.947192,Sometimes,Public_Transportation,Overweight_Level_I 8869,Male,19.0,1.8,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 8870,Male,27.0,1.65,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8871,Female,19.724106,1.622999,49.659476,no,yes,2.0,3.891994,Sometimes,no,1.186996,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8872,Female,26.0,1.640125,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 8873,Male,29.883021,1.801224,108.751502,yes,yes,2.0,2.463113,Sometimes,no,2.072194,no,1.877369,0.0,no,Automobile,Obesity_Type_I 8874,Male,34.389679,1.681021,83.952968,yes,yes,2.636719,2.298612,Sometimes,no,2.0,no,1.0,0.688985,Sometimes,Automobile,Overweight_Level_I 8875,Male,22.87795,1.787195,116.669906,yes,yes,2.630401,3.0,Sometimes,no,1.0,no,0.249264,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8876,Female,18.0,1.603501,82.0,yes,yes,2.0,1.0,Sometimes,no,1.031354,no,0.094851,1.967259,no,Public_Transportation,Obesity_Type_I 8877,Female,23.0,1.75633,54.877111,no,yes,3.0,3.0,Frequently,no,2.654078,no,1.19102,0.646514,no,Public_Transportation,Insufficient_Weight 8878,Female,19.773303,1.755938,42.0,no,yes,3.0,1.0,Frequently,no,1.606076,no,0.826609,0.0,Sometimes,Public_Transportation,Insufficient_Weight 8879,Male,29.509151,1.770278,112.256165,yes,yes,2.0,1.91863,Sometimes,no,2.151496,no,1.067817,0.0,Sometimes,Automobile,Obesity_Type_II 8880,Male,24.0409,1.761409,112.089022,yes,yes,1.264234,3.0,Sometimes,no,2.715572,no,1.264234,0.26579,Sometimes,Public_Transportation,Obesity_Type_II 8881,Male,33.0,1.7,97.92035,yes,yes,2.0,2.701521,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8882,Male,17.992717,1.706349,85.720788,yes,no,2.0,3.897078,Sometimes,no,2.0,no,0.418875,0.741069,no,Public_Transportation,Overweight_Level_II 8883,Female,18.314593,1.623278,105.131956,yes,yes,3.0,3.0,Sometimes,no,1.554925,no,0.067491,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 8884,Female,26.0,1.663632,111.635463,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.555967,Sometimes,Public_Transportation,Obesity_Type_III 8885,Female,25.968792,1.668931,104.826776,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 8886,Female,18.0,1.5,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 8887,Male,18.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 8888,Female,19.88036,1.610327,49.742931,no,yes,3.0,3.131032,Sometimes,no,1.615854,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 8889,Male,17.925497,1.844218,59.933015,yes,yes,2.86099,3.821168,Sometimes,no,2.0,no,2.0,0.007872,no,Automobile,Insufficient_Weight 8890,Male,39.170029,1.688354,79.661693,yes,yes,2.0,2.996444,Sometimes,no,1.207978,no,0.788585,0.0,no,Automobile,Overweight_Level_II 8891,Female,26.0,1.626503,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 8892,Female,21.0,1.6,67.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8893,Male,29.32038,1.792533,108.602715,yes,yes,2.0,3.0,Sometimes,no,2.196471,no,0.425621,0.0,no,Automobile,Obesity_Type_I 8894,Male,20.825962,1.813567,85.568385,no,yes,2.983042,3.0,Sometimes,no,1.0,no,1.077469,0.157007,Sometimes,Public_Transportation,Overweight_Level_I 8895,Female,26.0,1.624134,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 8896,Female,19.0,1.66,59.8,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 8897,Female,22.0,1.53,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 8898,Male,18.0,1.809251,108.934574,yes,yes,2.0,2.37985,Sometimes,no,2.474132,no,1.0,1.541455,no,Public_Transportation,Obesity_Type_I 8899,Female,19.0,1.53,78.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 8900,Female,26.0,1.643167,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 8901,Female,22.875223,1.610209,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 8902,Male,20.0,1.8,125.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 8903,Male,37.056193,1.751031,117.86159,yes,yes,2.744994,3.0,Sometimes,no,2.0,no,0.822186,0.0,Sometimes,Automobile,Obesity_Type_II 8904,Male,27.0,1.71,71.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 8905,Male,30.493946,1.76714,120.644178,yes,yes,2.971574,3.0,Sometimes,no,2.763005,no,1.967234,1.198439,Sometimes,Automobile,Obesity_Type_II 8906,Male,21.0,1.72,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_I 8907,Male,27.0,1.855353,87.002736,yes,yes,2.954417,1.2919,Sometimes,no,2.0,no,2.877473,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8908,Female,21.0,1.6,57.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8909,Male,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.830911,1.460564,no,Public_Transportation,Overweight_Level_II 8910,Male,19.0,1.76,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8911,Male,21.180346,1.681314,93.890682,yes,yes,2.0,3.0,Sometimes,no,1.358172,no,1.31817,0.973834,no,Public_Transportation,Obesity_Type_I 8912,Female,19.007177,1.592379,44.361941,no,no,2.911877,3.378859,Frequently,no,1.0,yes,0.523847,0.076654,no,Public_Transportation,Insufficient_Weight 8913,Female,25.964788,1.633195,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,9.6e-05,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 8914,Female,21.963457,1.749118,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.399183,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 8915,Female,21.0,1.6,63.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8916,Male,30.710511,1.75,120.613561,yes,yes,2.323351,3.0,Sometimes,no,2.174248,no,0.944982,0.413663,Sometimes,Automobile,Obesity_Type_II 8917,Female,21.501721,1.751029,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.414739,no,1.427037,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 8918,Female,25.919571,1.683502,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.0,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 8919,Female,26.0,1.631856,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 8920,Female,18.94093,1.746411,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.909675,no,1.728332,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 8921,Male,32.895637,1.709731,83.285753,yes,yes,2.910345,2.9796,Sometimes,no,1.895876,no,1.985536,0.966181,Sometimes,Automobile,Overweight_Level_I 8922,Female,25.919241,1.656504,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.001297,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 8923,Male,25.057878,1.763987,115.089316,yes,yes,1.624366,3.0,Sometimes,no,2.15687,no,1.592795,0.42683,Sometimes,Public_Transportation,Obesity_Type_II 8924,Female,21.0,1.6,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 8925,Male,32.501143,1.606066,100.066268,yes,yes,2.01695,1.030416,Sometimes,no,1.0,no,0.0,0.620465,no,Public_Transportation,Obesity_Type_II 8926,Male,22.679935,1.859056,121.684311,yes,yes,2.744994,2.65772,Sometimes,no,1.984323,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8927,Male,18.0,1.792239,108.019211,yes,yes,2.0,1.734762,Sometimes,no,2.0,no,1.0,1.546738,no,Public_Transportation,Obesity_Type_I 8928,Female,26.0,1.643786,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 8929,Male,18.0,1.8,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 8930,Male,25.062942,1.829529,120.998266,yes,yes,2.765769,3.0,Sometimes,no,2.040952,no,1.04268,0.264969,Sometimes,Public_Transportation,Obesity_Type_II 8931,Male,23.0,1.701584,81.108599,yes,yes,2.052932,1.0,Sometimes,no,1.0,no,0.899864,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8932,Male,22.889099,1.792527,116.157766,yes,yes,2.0,3.0,Sometimes,no,1.600238,no,0.976425,1.066708,Sometimes,Public_Transportation,Obesity_Type_II 8933,Male,23.365041,1.707557,75.5771,yes,yes,2.348745,3.623364,Sometimes,no,2.078297,no,0.774646,1.944177,Sometimes,Public_Transportation,Overweight_Level_I 8934,Female,17.0,1.58,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8935,Female,21.793724,1.748584,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.900857,no,1.504003,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 8936,Male,33.954433,1.721854,83.285753,yes,yes,2.121909,2.645858,Sometimes,no,1.916812,no,0.902095,0.0,Sometimes,Automobile,Overweight_Level_II 8937,Male,19.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8938,Male,27.899784,1.7,79.109029,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 8939,Female,23.0,1.75,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 8940,Female,19.0,1.7,78.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8941,Female,21.051107,1.763847,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.999836,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 8942,Female,33.0,1.7,73.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 8943,Male,18.128206,1.703317,99.204695,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.793489,2.0,no,Public_Transportation,Obesity_Type_I 8944,Female,21.037514,1.728834,51.442293,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.689525,0.764717,no,Public_Transportation,Insufficient_Weight 8945,Female,42.31607,1.650012,86.0805,yes,yes,2.954996,1.317884,Sometimes,no,1.853991,no,0.0,0.0,no,Automobile,Obesity_Type_I 8946,Male,22.735328,1.721057,81.978743,yes,yes,1.631144,2.567567,Sometimes,no,2.843777,no,0.094035,0.95174,Sometimes,Public_Transportation,Overweight_Level_II 8947,Male,19.058511,1.723072,79.989789,yes,no,2.0,3.0,Sometimes,no,1.992548,no,1.0,1.898139,no,Public_Transportation,Overweight_Level_II 8948,Male,35.456326,1.769499,85.0,yes,yes,2.0,3.0,Sometimes,no,2.147074,no,1.0,0.0,no,Automobile,Overweight_Level_II 8949,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 8950,Female,21.95994,1.483284,62.894283,no,yes,2.0,1.680838,Sometimes,no,2.0,no,0.281876,0.504816,Sometimes,Public_Transportation,Overweight_Level_I 8951,Female,18.367481,1.748584,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.612741,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 8952,Male,25.078256,1.868931,121.658729,yes,yes,2.08868,3.0,Sometimes,no,2.640483,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 8953,Female,39.759575,1.589616,62.337721,yes,no,2.843456,1.391778,Sometimes,no,1.846441,no,0.119643,0.441502,Sometimes,Automobile,Overweight_Level_I 8954,Female,26.0,1.653431,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 8955,Male,19.72925,1.704573,78.0,yes,no,2.0,2.217651,Sometimes,no,1.549931,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 8956,Male,33.732714,1.766975,83.414603,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.936551,0.0,Sometimes,Automobile,Overweight_Level_II 8957,Female,22.815416,1.603963,82.012637,yes,yes,2.997951,3.0,Sometimes,no,2.984153,no,2.236586,1.426103,no,Public_Transportation,Obesity_Type_I 8958,Female,21.012542,1.6,70.0,yes,yes,2.0,1.0,no,no,2.763005,no,0.742113,0.738269,Sometimes,Public_Transportation,Overweight_Level_I 8959,Female,21.962426,1.71146,131.902591,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.108948,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 8960,Male,22.889099,1.792527,89.998729,yes,yes,1.452524,2.119682,Sometimes,no,2.0,no,0.651412,1.441605,no,Public_Transportation,Obesity_Type_I 8961,Female,23.0,1.6,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 8962,Female,38.0,1.55,63.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 8963,Male,31.347497,1.788239,118.377601,yes,yes,2.739,3.0,Sometimes,no,2.503198,no,0.592607,1.0,Sometimes,Automobile,Obesity_Type_II 8964,Female,26.0,1.641132,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 8965,Female,16.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 8966,Female,28.377958,1.588046,76.082517,yes,yes,2.524428,3.0,Sometimes,no,1.310074,no,0.582686,1.256119,Sometimes,Automobile,Obesity_Type_I 8967,Female,26.0,1.633442,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 8968,Female,26.0,1.643892,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 8969,Male,21.0,1.62,70.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 8970,Female,21.853826,1.754174,133.903612,yes,yes,3.0,3.0,Sometimes,no,1.491268,no,1.445148,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 8971,Male,25.539411,1.787521,115.627554,yes,yes,2.640801,3.0,Sometimes,no,2.154326,no,1.181811,0.452236,Sometimes,Public_Transportation,Obesity_Type_II 8972,Male,18.0,1.7,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8973,Female,22.909992,1.632118,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.376597,Sometimes,Public_Transportation,Obesity_Type_I 8974,Female,18.94093,1.802257,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,1.501754,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 8975,Female,23.0,1.7,69.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 8976,Male,25.293202,1.764166,113.15464,yes,yes,1.712848,3.0,Sometimes,no,2.038958,no,0.0,1.119877,Sometimes,Automobile,Obesity_Type_II 8977,Female,26.0,1.623707,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.00203,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 8978,Female,23.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 8979,Male,23.975685,1.84342,120.975489,yes,yes,2.002784,2.879541,Sometimes,no,1.515183,no,1.52001,0.023959,Sometimes,Public_Transportation,Obesity_Type_II 8980,Female,25.909353,1.644078,102.277765,yes,yes,3.0,3.0,Sometimes,no,1.029241,no,0.075776,0.0,Sometimes,Public_Transportation,Obesity_Type_III 8981,Male,17.0,1.8,97.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 8982,Female,23.0,1.65,56.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8983,Female,23.0,1.6,82.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 8984,Female,26.0,1.641918,105.966894,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.333673,Sometimes,Public_Transportation,Obesity_Type_III 8985,Male,21.008051,1.828276,106.528811,yes,yes,2.712747,3.0,Sometimes,no,2.966647,no,0.827502,0.402075,Sometimes,Public_Transportation,Obesity_Type_I 8986,Female,25.617227,1.642971,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,0.162083,0.484165,Sometimes,Public_Transportation,Obesity_Type_III 8987,Male,29.463168,1.681855,91.204753,yes,yes,1.537505,3.0,Sometimes,no,2.104054,no,0.0,0.733221,Sometimes,Automobile,Obesity_Type_I 8988,Female,21.0,1.53,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 8989,Female,18.20634,1.73945,141.799429,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.997529,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 8990,Female,18.0,1.72,71.0,yes,yes,2.0,3.0,Frequently,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 8991,Female,19.058511,1.746516,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,1.465931,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 8992,Female,26.0,1.640741,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.357581,Sometimes,Public_Transportation,Obesity_Type_III 8993,Female,21.0,1.62,70.0,no,no,2.0,1.0,no,no,3.0,no,2.0,0.0,no,Walking,Overweight_Level_I 8994,Female,23.0,1.706525,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.530493,no,0.967627,1.0,no,Public_Transportation,Obesity_Type_I 8995,Female,21.0,1.63,66.5,no,yes,3.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 8996,Male,26.0,1.78,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Frequently,Automobile,Overweight_Level_I 8997,Male,29.246269,1.762887,112.879662,yes,yes,2.323351,3.0,Sometimes,no,2.165804,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 8998,Female,20.0,1.56,45.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 8999,Female,21.008051,1.65,88.126544,yes,yes,2.482575,1.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 9000,Male,24.739421,1.716677,84.340406,yes,yes,2.047069,2.658639,Sometimes,no,2.429911,no,1.912981,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9001,Female,21.0,1.70011,51.314659,yes,yes,1.276858,3.715306,Frequently,no,1.954889,no,0.877295,0.0,no,Public_Transportation,Insufficient_Weight 9002,Female,25.908829,1.609068,84.690914,yes,yes,2.070964,3.0,Sometimes,no,1.0,no,0.770536,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9003,Male,30.958957,1.918859,102.134646,yes,yes,2.9553,2.372311,Sometimes,no,1.0,no,1.089344,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9004,Female,21.030909,1.748533,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.510398,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 9005,Male,23.0,1.725233,81.978743,yes,yes,2.0,2.687502,Sometimes,no,1.774778,no,1.0,0.704637,Sometimes,Public_Transportation,Overweight_Level_II 9006,Female,23.0,1.55,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9007,Male,29.883021,1.773259,112.438508,yes,yes,2.065752,3.0,Sometimes,no,2.078297,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 9008,Male,35.0,1.85,115.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9009,Female,25.999174,1.609401,102.000122,yes,yes,3.0,3.0,Sometimes,no,1.000544,no,0.001297,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 9010,Female,16.865984,1.694969,84.557797,yes,yes,2.552388,3.0,Sometimes,no,3.0,no,2.000088,0.0,no,Public_Transportation,Obesity_Type_I 9011,Male,18.0,1.7,70.0,no,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9012,Male,21.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9013,Female,21.0,1.6,66.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9014,Female,38.0,1.68,78.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 9015,Male,19.0,1.75,55.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9016,Female,21.0,1.72,53.5,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 9017,Female,28.583944,1.57856,65.522744,yes,no,2.0,2.581015,Sometimes,no,1.953152,no,0.98232,1.581703,Sometimes,Public_Transportation,Overweight_Level_II 9018,Male,21.0,1.77,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9019,Female,22.518787,1.660955,82.528575,yes,yes,2.0,1.0,Sometimes,no,2.279214,no,0.248034,0.930051,Sometimes,Public_Transportation,Obesity_Type_I 9020,Female,25.991886,1.627532,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.00705,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 9021,Female,26.0,1.567131,65.0,yes,yes,2.684335,3.0,Sometimes,no,2.584305,no,0.0,0.232108,Sometimes,Public_Transportation,Overweight_Level_I 9022,Female,20.225396,1.550053,41.324558,no,yes,2.969205,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9023,Male,26.774115,1.812259,119.087557,yes,yes,2.57691,3.0,Sometimes,no,2.715856,no,0.766007,0.128681,Sometimes,Public_Transportation,Obesity_Type_II 9024,Male,22.865018,1.751691,52.09432,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.206738,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9025,Female,25.95774,1.628855,108.090006,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.085119,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 9026,Male,31.0,1.71,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 9027,Male,32.997118,1.68108,79.989789,yes,yes,2.948248,2.669766,Sometimes,no,2.663861,no,1.482411,0.673835,no,Automobile,Overweight_Level_II 9028,Male,20.0,1.7,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9029,Male,31.264628,1.673287,90.0,yes,yes,2.0,2.141839,Sometimes,no,3.0,no,0.0,0.12228,Sometimes,Automobile,Obesity_Type_I 9030,Male,20.0,1.64,53.0,no,yes,2.0,4.0,Frequently,no,3.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 9031,Male,20.0,1.62,53.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9032,Male,17.0,1.78,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 9033,Female,26.0,1.633945,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.090917,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 9034,Male,22.814657,1.686904,89.909259,yes,yes,1.897796,2.604998,Sometimes,no,1.738959,no,0.877295,1.365793,Sometimes,Public_Transportation,Overweight_Level_II 9035,Male,29.881301,1.703346,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.339232,Sometimes,Automobile,Overweight_Level_II 9036,Female,18.0,1.6,50.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9037,Male,31.540751,1.75,108.395005,yes,yes,2.325623,3.0,Sometimes,no,2.006595,no,0.0,1.140348,Sometimes,Automobile,Obesity_Type_II 9038,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 9039,Male,23.365041,1.849307,121.658729,yes,yes,3.0,2.870005,Sometimes,no,1.394539,no,1.091474,0.839659,Sometimes,Public_Transportation,Obesity_Type_II 9040,Male,19.0,1.85,88.0,yes,yes,2.0,4.0,Frequently,no,1.0,yes,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 9041,Female,21.051107,1.622397,110.824698,yes,yes,2.954996,2.849347,Sometimes,no,1.01378,no,0.026033,0.26579,Sometimes,Public_Transportation,Obesity_Type_I 9042,Male,22.906342,1.792533,120.775439,yes,yes,2.813775,3.0,Sometimes,no,2.0,no,0.463891,1.462664,Sometimes,Public_Transportation,Obesity_Type_II 9043,Female,18.0,1.5,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9044,Male,21.808159,1.714253,75.0,yes,yes,2.0,3.0,Sometimes,no,1.164062,no,0.826609,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9045,Male,19.091346,1.785957,98.66176,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.520407,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9046,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9047,Female,23.664709,1.787933,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,0.630944,0.58998,Sometimes,Public_Transportation,Obesity_Type_III 9048,Male,25.540865,1.87407,121.205171,yes,yes,2.724121,3.0,Sometimes,no,2.715572,no,1.217993,0.010721,Sometimes,Public_Transportation,Obesity_Type_II 9049,Male,22.582371,1.751365,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.078011,no,2.0,1.402414,no,Public_Transportation,Obesity_Type_I 9050,Female,43.726081,1.592316,77.00103,yes,yes,2.0,2.735706,Sometimes,no,2.806922,no,1.661556,0.0,Sometimes,Automobile,Obesity_Type_I 9051,Male,23.0,1.7,80.0,yes,no,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 9052,Female,18.0,1.7,50.0,no,yes,3.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9053,Female,18.0,1.62,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9054,Female,23.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9055,Female,19.317148,1.731195,49.650897,no,yes,2.927218,3.576103,Frequently,no,1.947935,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9056,Female,19.816949,1.610863,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.98448,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9057,Female,21.0,1.63,51.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 9058,Male,21.0,1.71266,75.0,yes,yes,2.0,3.0,Sometimes,no,1.909253,no,1.876051,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9059,Male,27.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9060,Female,23.360307,1.71338,84.722222,yes,yes,2.880161,3.0,Sometimes,no,2.847264,no,2.0,0.0026,no,Public_Transportation,Obesity_Type_I 9061,Female,18.178023,1.584782,41.397378,no,yes,2.966126,1.0,Sometimes,no,1.919629,no,0.0,1.339691,Sometimes,Public_Transportation,Insufficient_Weight 9062,Female,25.96701,1.73581,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,0.097114,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 9063,Female,22.851773,1.729045,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.710338,1.0,no,Public_Transportation,Overweight_Level_II 9064,Female,43.726081,1.641098,81.918809,yes,yes,2.0,1.317884,Sometimes,no,1.959777,no,0.451078,0.0,no,Automobile,Obesity_Type_I 9065,Male,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9066,Female,22.0,1.7,67.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9067,Male,22.676243,1.790151,89.993812,yes,yes,2.0,1.0,Sometimes,no,2.269564,no,0.00705,1.55011,Sometimes,Public_Transportation,Obesity_Type_I 9068,Male,22.0,1.85,75.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9069,Female,20.670975,1.704193,50.248677,no,yes,1.518966,3.285167,Sometimes,no,1.175714,no,0.217455,1.206251,Sometimes,Public_Transportation,Insufficient_Weight 9070,Male,32.0,1.8,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 9071,Female,25.991886,1.626179,105.037203,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.008013,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 9072,Male,19.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 9073,Male,21.28253,1.7456,105.359688,yes,yes,2.0,3.0,Sometimes,no,1.833635,no,0.876101,0.843283,Sometimes,Public_Transportation,Obesity_Type_I 9074,Male,33.0,1.85,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 9075,Male,28.986237,1.857231,120.921535,yes,yes,2.341999,3.0,Sometimes,no,2.357969,no,1.234483,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9076,Male,19.0,1.7,50.0,no,no,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9077,Male,33.0,1.7,83.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 9078,Male,21.0,1.71,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9079,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_II 9080,Male,20.0,1.76,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9081,Male,29.429687,1.7,87.083266,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 9082,Male,19.0,1.76,69.5,no,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9083,Female,19.773303,1.532643,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9084,Male,27.394123,1.82559,120.996581,yes,yes,2.499108,3.0,Sometimes,no,2.351207,no,1.689525,0.680746,Sometimes,Public_Transportation,Obesity_Type_II 9085,Male,22.362877,1.872517,121.737836,yes,yes,2.57649,2.692889,Sometimes,no,1.999278,no,0.886817,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 9086,Female,16.950499,1.605469,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.666965,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9087,Female,26.0,1.632377,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.0739,Sometimes,Public_Transportation,Obesity_Type_III 9088,Male,18.198322,1.732492,83.199034,yes,yes,2.198315,3.095663,Sometimes,no,2.198439,no,2.119682,0.832515,Sometimes,Public_Transportation,Overweight_Level_II 9089,Male,25.934757,1.785062,102.134646,yes,yes,2.186322,3.0,Sometimes,no,2.738485,no,1.089344,0.0,no,Public_Transportation,Obesity_Type_I 9090,Male,17.420269,1.769269,85.803809,yes,yes,2.055209,3.0,Sometimes,no,2.0,no,1.093679,1.460564,Sometimes,Public_Transportation,Overweight_Level_II 9091,Male,21.0,1.7,87.0,yes,yes,2.0,1.0,Frequently,yes,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 9092,Female,26.0,1.656504,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 9093,Female,22.226815,1.634832,82.329047,yes,yes,2.805512,1.773916,Sometimes,no,2.15687,no,0.144627,0.322666,no,Public_Transportation,Obesity_Type_I 9094,Female,25.907833,1.649736,102.022057,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.026033,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9095,Male,23.540865,1.836592,91.363293,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.884935,0.67688,Sometimes,Public_Transportation,Overweight_Level_II 9096,Female,20.0,1.67,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 9097,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9098,Male,21.0,1.62,70.0,no,yes,3.0,1.0,no,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9099,Male,31.0,1.87,125.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Frequently,Public_Transportation,Obesity_Type_II 9100,Male,23.94003,1.859717,121.421121,yes,yes,2.206399,1.271624,Sometimes,no,2.168904,no,1.285976,1.043435,Sometimes,Public_Transportation,Obesity_Type_II 9101,Female,21.029633,1.734092,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.896562,no,1.556155,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 9102,Male,18.0,1.8,91.0,yes,yes,1.0,3.0,Frequently,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9103,Female,21.81119,1.694952,131.567481,yes,yes,3.0,3.0,Sometimes,no,1.154698,no,1.813318,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 9104,Female,21.028989,1.716497,130.871127,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,1.718543,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 9105,Male,22.882558,1.690901,89.652557,yes,yes,1.924632,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9106,Male,18.88485,1.758972,79.67793,no,yes,2.184843,2.358298,Sometimes,no,1.086391,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9107,Female,26.0,1.641098,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 9108,Female,37.532066,1.615385,80.0,yes,yes,2.972426,1.0,Sometimes,no,1.636326,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 9109,Male,25.12791,1.761519,112.555456,yes,yes,1.261288,3.0,Sometimes,no,2.0,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_II 9110,Female,19.86997,1.603501,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.45473,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9111,Female,39.135634,1.560199,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9112,Female,20.206358,1.787195,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.531456,no,1.543961,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 9113,Female,18.0,1.713564,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9114,Female,37.0,1.55,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 9115,Male,17.210933,1.819557,58.325122,yes,yes,2.5596,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 9116,Female,21.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9117,Male,30.0,1.76,115.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 9118,Female,16.0,1.57,48.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9119,Male,31.346845,1.816868,126.418413,yes,yes,2.927187,3.0,Sometimes,no,1.508796,no,0.94676,0.754023,Sometimes,Public_Transportation,Obesity_Type_II 9120,Male,22.177099,1.84998,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.478595,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9121,Female,22.865018,1.716308,50.0,yes,yes,1.853314,3.0,Frequently,no,1.911664,no,2.206738,1.0,no,Public_Transportation,Insufficient_Weight 9122,Female,20.492077,1.681719,77.684229,yes,no,3.0,1.894384,Sometimes,no,3.0,no,0.987591,1.0,no,Public_Transportation,Overweight_Level_II 9123,Female,21.282238,1.719913,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.46782,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 9124,Male,23.0,1.87,66.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9125,Female,36.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9126,Male,20.0,1.8,125.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_II 9127,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9128,Male,19.084967,1.844218,85.196279,yes,yes,2.0,3.0,Sometimes,no,2.984153,no,2.0,0.704978,Sometimes,Public_Transportation,Overweight_Level_II 9129,Male,19.0,1.82,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9130,Female,23.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 9131,Male,19.0,1.82,71.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9132,Male,19.735968,1.841879,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.240714,0.089354,Sometimes,Public_Transportation,Insufficient_Weight 9133,Female,26.0,1.622771,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 9134,Male,24.0,1.66,100.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 9135,Male,23.807181,1.764138,121.458232,yes,yes,2.654076,2.920373,Sometimes,no,1.515183,no,0.94522,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9136,Female,18.0,1.590317,50.92538,no,yes,1.34138,3.0,Sometimes,no,1.0,no,0.0,1.676944,Sometimes,Public_Transportation,Insufficient_Weight 9137,Female,25.954511,1.690196,105.037203,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,0.181753,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 9138,Female,25.540865,1.668709,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.526416,no,0.189957,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 9139,Female,23.562135,1.498561,63.856193,yes,no,2.002076,2.849848,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 9140,Male,18.0,1.710129,51.881263,yes,yes,2.0,3.0,Sometimes,no,2.091934,no,0.782416,1.541455,Sometimes,Public_Transportation,Insufficient_Weight 9141,Male,23.0,1.85,100.0,yes,yes,2.0,1.0,Always,no,2.0,no,2.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 9142,Male,21.0,1.66,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9143,Female,21.333429,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.584716,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 9144,Male,35.0,1.72,120.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 9145,Male,23.0,1.8,52.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 9146,Female,23.664709,1.738836,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,1.026452,0.740331,Sometimes,Public_Transportation,Obesity_Type_III 9147,Male,22.980221,1.65,80.0,yes,yes,2.57649,1.0,Sometimes,no,2.0,no,0.691369,1.55011,no,Public_Transportation,Obesity_Type_II 9148,Female,21.0,1.627532,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,1.097905,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 9149,Female,22.0,1.63,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 9150,Female,26.0,1.627818,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 9151,Male,32.895637,1.647807,102.59518,yes,yes,2.992329,1.734762,Sometimes,no,1.842173,no,0.046836,1.0,no,Automobile,Obesity_Type_II 9152,Male,34.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 9153,Male,24.825398,1.76569,112.254278,yes,yes,1.794825,3.0,Sometimes,no,2.174248,no,1.866839,0.0,no,Automobile,Obesity_Type_II 9154,Male,28.0,1.74,78.0,yes,no,1.0,1.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Automobile,Overweight_Level_I 9155,Male,21.0,1.625236,70.0,no,yes,2.061969,1.0,no,no,2.627569,no,0.833976,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9156,Female,23.0,1.65,58.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9157,Male,17.0,1.75,92.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 9158,Male,20.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9159,Male,55.137881,1.657221,80.993213,yes,no,2.0,3.394539,Sometimes,no,2.0,no,0.463949,0.0,no,Public_Transportation,Overweight_Level_II 9160,Female,26.0,1.631547,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 9161,Male,21.0,1.65,62.0,yes,no,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 9162,Male,20.0,1.7,66.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9163,Female,29.713169,1.673491,90.0,yes,yes,2.009952,2.977909,Sometimes,no,2.868679,no,1.931829,0.0,Sometimes,Automobile,Obesity_Type_I 9164,Female,19.47554,1.559567,62.631382,no,yes,2.274164,2.812283,Sometimes,no,1.970622,yes,1.910577,0.276364,Sometimes,Public_Transportation,Overweight_Level_I 9165,Male,21.0,1.62,53.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9166,Female,20.720639,1.801478,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.992719,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 9167,Female,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 9168,Male,24.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9169,Male,18.53084,1.746529,52.09432,no,no,3.0,3.0,Sometimes,no,2.0,no,1.931173,0.860321,Sometimes,Public_Transportation,Insufficient_Weight 9170,Male,25.907833,1.654875,118.332966,yes,yes,1.397468,3.0,Sometimes,no,2.0,no,1.097905,0.196952,Sometimes,Public_Transportation,Obesity_Type_II 9171,Female,18.0,1.65,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9172,Male,31.333798,1.848553,91.363293,yes,yes,2.0,1.836226,Sometimes,no,2.456939,no,0.0,0.018877,Sometimes,Public_Transportation,Overweight_Level_II 9173,Male,20.0,1.75,75.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 9174,Female,20.438478,1.763343,133.689352,yes,yes,3.0,3.0,Sometimes,no,1.868349,no,1.583832,0.233314,Sometimes,Public_Transportation,Obesity_Type_III 9175,Male,18.0,1.687326,51.7325,no,yes,1.321028,3.0,Sometimes,no,1.965237,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9176,Female,25.380557,1.669701,103.705418,yes,yes,3.0,3.0,Sometimes,no,1.15635,no,0.210181,0.0,Sometimes,Public_Transportation,Obesity_Type_III 9177,Male,26.680376,1.848845,118.332966,yes,yes,2.9673,3.0,Sometimes,no,2.0,no,1.68249,0.00159,Sometimes,Automobile,Obesity_Type_II 9178,Female,18.20634,1.801983,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.168368,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 9179,Male,28.363149,1.706741,107.94747,yes,yes,2.871016,3.0,Sometimes,no,1.0,no,0.889963,1.73216,no,Public_Transportation,Obesity_Type_II 9180,Female,21.0,1.68,51.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9181,Female,26.0,1.602025,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 9182,Male,20.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9183,Female,18.0,1.706525,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.337378,no,0.692123,1.0,no,Public_Transportation,Obesity_Type_I 9184,Male,17.0,1.67,60.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9185,Male,30.0,1.71,71.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 9186,Female,21.285965,1.751067,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.895614,no,1.456369,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 9187,Female,21.0,1.542122,62.855073,no,yes,2.910733,3.754599,Sometimes,no,1.622638,yes,2.0,0.453404,Sometimes,Public_Transportation,Overweight_Level_I 9188,Male,21.0,1.79,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9189,Female,25.994949,1.667852,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.910378,no,0.001297,0.081929,Sometimes,Public_Transportation,Obesity_Type_III 9190,Male,18.0,1.62,68.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9191,Female,23.501249,1.603963,45.0,yes,yes,3.0,3.0,Frequently,no,2.351207,no,0.069802,0.0,no,Public_Transportation,Insufficient_Weight 9192,Female,19.0,1.6,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9193,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 9194,Female,26.0,1.643332,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 9195,Male,18.0,1.840138,50.287967,yes,yes,3.0,3.0,Sometimes,no,2.045561,no,1.251665,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9196,Male,22.94313,1.790172,105.042194,yes,yes,2.0,3.0,Sometimes,no,1.026143,no,0.262171,0.526999,Sometimes,Public_Transportation,Obesity_Type_I 9197,Female,16.30687,1.6,65.423942,yes,yes,2.094184,3.092116,Sometimes,no,2.825629,yes,2.7243,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9198,Male,19.337404,1.816298,87.803311,no,yes,2.443674,3.0,Sometimes,no,2.0,no,2.0,0.993786,Sometimes,Public_Transportation,Overweight_Level_II 9199,Female,21.682367,1.746516,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,1.510398,0.862724,Sometimes,Public_Transportation,Obesity_Type_III 9200,Male,21.67315,1.685462,105.966894,yes,yes,2.0,3.0,Sometimes,no,2.371015,no,0.274838,0.630866,Sometimes,Public_Transportation,Obesity_Type_I 9201,Female,40.317787,1.548403,109.889334,yes,yes,2.317459,1.317884,Sometimes,no,2.923792,no,0.104707,0.0,Sometimes,Automobile,Obesity_Type_I 9202,Female,26.0,1.632377,111.168166,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 9203,Female,19.0,1.64,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9204,Male,23.0,1.67,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9205,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 9206,Male,38.542937,1.75,118.560509,yes,yes,2.046651,3.0,Sometimes,no,1.596212,no,0.794402,0.0,Sometimes,Automobile,Obesity_Type_II 9207,Female,40.50021,1.544937,77.00103,yes,yes,2.0,2.87747,Sometimes,no,1.992548,no,0.174475,0.0,Sometimes,Automobile,Obesity_Type_I 9208,Female,25.492855,1.678658,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,0.143955,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 9209,Male,21.0,1.706525,75.0,no,yes,3.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9210,Male,18.0,1.792239,108.602715,yes,yes,2.0,2.449723,Sometimes,no,2.0,no,1.0,1.554404,Sometimes,Public_Transportation,Obesity_Type_I 9211,Male,25.15462,1.761519,112.089022,yes,yes,1.428289,3.0,Sometimes,no,2.01499,no,0.949976,0.001337,Sometimes,Public_Transportation,Obesity_Type_II 9212,Male,27.93982,1.694642,98.579156,yes,yes,2.722161,3.0,Sometimes,no,1.0,no,1.856119,0.0,no,Public_Transportation,Obesity_Type_II 9213,Female,23.0,1.58,48.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9214,Female,21.680123,1.748524,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.412357,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 9215,Male,36.310292,1.673287,90.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.472172,0.0,Sometimes,Automobile,Obesity_Type_I 9216,Male,37.056193,1.793174,118.154345,yes,yes,2.108638,3.0,Sometimes,no,1.984323,no,0.987521,0.0,Sometimes,Automobile,Obesity_Type_II 9217,Male,27.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 9218,Female,26.0,1.637524,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 9219,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 9220,Female,23.0,1.56,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 9221,Female,21.0,1.5,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9222,Female,21.022206,1.694439,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.78678,no,0.0,0.101026,Sometimes,Public_Transportation,Obesity_Type_III 9223,Male,26.0,1.8,62.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9224,Female,27.266287,1.559005,78.073528,yes,yes,2.0,1.097312,Sometimes,no,2.0,no,0.259424,0.696948,Sometimes,Public_Transportation,Obesity_Type_I 9225,Female,21.028989,1.76416,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.425712,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 9226,Male,25.136116,1.773115,115.089316,yes,yes,1.168856,3.0,Sometimes,no,2.01897,no,1.246223,0.428452,Sometimes,Public_Transportation,Obesity_Type_II 9227,Male,24.449655,1.766888,99.982541,yes,yes,2.133955,2.962004,Sometimes,no,1.0,no,1.912981,0.0,no,Public_Transportation,Obesity_Type_II 9228,Male,26.650419,1.751278,112.740797,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,1.862235,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 9229,Female,22.142432,1.694827,80.491339,yes,yes,2.0,2.164839,Sometimes,no,1.142873,no,0.143955,1.0,no,Public_Transportation,Overweight_Level_II 9230,Male,34.970367,1.780846,80.0,yes,yes,2.0,1.818026,Sometimes,no,2.0,no,2.697949,0.0,no,Automobile,Overweight_Level_II 9231,Male,31.783845,1.75,120.0,yes,yes,2.151335,3.0,Sometimes,no,2.318134,no,0.935217,0.503896,Sometimes,Public_Transportation,Obesity_Type_II 9232,Female,21.834894,1.719913,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.843172,no,1.99507,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 9233,Female,18.0,1.74,76.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9234,Male,17.0,1.6,45.0,no,yes,2.0,3.0,Always,no,2.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 9235,Female,26.0,1.640125,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 9236,Male,20.0,1.8,67.0,no,yes,3.0,1.0,no,no,2.0,yes,2.0,0.0,no,Walking,Normal_Weight 9237,Female,21.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9238,Female,21.056059,1.730199,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.902682,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 9239,Female,25.996716,1.623938,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.019404,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 9240,Male,33.0,1.85,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 9241,Female,26.0,1.638836,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 9242,Female,26.0,1.642572,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 9243,Male,27.635029,1.853223,85.316125,yes,yes,2.839048,3.0,Sometimes,no,2.426465,no,2.870127,0.36216,Sometimes,Public_Transportation,Overweight_Level_I 9244,Female,25.968792,1.622771,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 9245,Female,20.0,1.59,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9246,Female,26.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9247,Female,23.0,1.6,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 9248,Female,18.0,1.63,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9249,Female,25.426457,1.669701,104.578255,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,0.061366,0.598244,Sometimes,Public_Transportation,Obesity_Type_III 9250,Male,17.0,1.7,56.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 9251,Male,27.439056,1.765258,118.26569,yes,yes,2.145114,2.850948,Sometimes,no,2.284494,no,0.64235,0.690082,Sometimes,Automobile,Obesity_Type_II 9252,Female,23.0,1.636592,83.1011,yes,yes,2.0,2.9774,Sometimes,no,2.987718,no,0.011477,1.0,no,Public_Transportation,Obesity_Type_I 9253,Female,21.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9254,Male,21.0,1.8,70.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9255,Female,26.0,1.6,50.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 9256,Male,18.0,1.66,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9257,Male,24.001889,1.603091,100.245302,yes,yes,2.0,1.058123,Sometimes,no,1.0,no,1.079524,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9258,Female,18.260079,1.64603,41.706283,no,yes,2.13683,1.0,Sometimes,no,1.0,no,0.061366,1.253311,Sometimes,Public_Transportation,Insufficient_Weight 9259,Male,30.717727,1.786997,118.277657,yes,yes,1.492834,3.0,Sometimes,no,2.099687,no,0.759422,0.217632,Sometimes,Automobile,Obesity_Type_II 9260,Female,21.180346,1.534223,63.856193,no,no,2.923916,3.0,Sometimes,no,2.971557,no,0.288032,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9261,Male,18.0,1.62,68.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9262,Male,30.711381,1.610209,101.544589,yes,yes,2.95801,2.137068,Sometimes,no,1.0,no,0.94141,0.0,no,Public_Transportation,Obesity_Type_II 9263,Male,31.457413,1.603842,112.277567,yes,yes,3.0,3.0,Sometimes,yes,1.48075,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 9264,Male,25.068662,1.763029,88.03748,yes,yes,2.0,3.0,Sometimes,no,2.652327,no,0.0,0.840911,Frequently,Automobile,Overweight_Level_II 9265,Female,26.0,1.62456,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 9266,Male,16.0,1.77,57.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 9267,Male,17.0,1.8,66.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9268,Female,25.897815,1.701387,75.383716,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.553311,Sometimes,Public_Transportation,Overweight_Level_I 9269,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9270,Male,23.0,1.763029,105.013901,yes,yes,2.0,3.0,Sometimes,no,2.865895,no,0.045246,1.258881,Sometimes,Public_Transportation,Obesity_Type_I 9271,Female,21.0,1.53535,42.0,no,no,3.0,1.0,Frequently,no,1.319437,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9272,Male,29.429687,1.915,129.935666,yes,yes,2.19011,3.0,Sometimes,no,2.973729,no,0.428173,0.047473,Sometimes,Public_Transportation,Obesity_Type_II 9273,Male,28.0,1.65,62.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9274,Male,31.761799,1.779325,118.29188,yes,yes,3.0,3.0,Sometimes,no,2.030084,no,1.910577,1.152899,Sometimes,Automobile,Obesity_Type_II 9275,Female,26.0,1.60937,105.655037,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 9276,Male,22.0,1.78,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9277,Female,22.851773,1.605469,82.0,yes,yes,2.0,2.449067,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 9278,Male,25.509034,1.77219,114.097656,yes,yes,2.576449,3.0,Sometimes,no,2.089983,no,1.360994,0.857438,Sometimes,Public_Transportation,Obesity_Type_II 9279,Male,23.260061,1.835643,121.835883,yes,yes,2.19331,2.64155,Sometimes,no,2.740848,no,0.943058,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9280,Female,23.455324,1.557943,79.697278,yes,no,1.766849,2.865657,Sometimes,no,1.0,no,0.990642,1.58483,no,Public_Transportation,Overweight_Level_II 9281,Female,26.0,1.631332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.397653,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 9282,Female,22.901613,1.680858,82.0,yes,yes,1.096455,1.0,Sometimes,no,2.0,no,0.0,1.350099,no,Public_Transportation,Obesity_Type_I 9283,Female,26.0,1.633887,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 9284,Male,24.05331,1.825449,120.420406,yes,yes,2.494451,3.0,Sometimes,no,2.406541,no,0.944982,0.677909,no,Public_Transportation,Obesity_Type_II 9285,Female,21.238416,1.758972,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.441791,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 9286,Female,18.0,1.612556,69.463458,yes,no,3.0,3.0,Sometimes,no,1.18363,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9287,Female,26.0,1.65782,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 9288,Male,23.975685,1.829239,120.856677,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.144683,1.198439,Sometimes,Public_Transportation,Obesity_Type_I 9289,Male,27.0,1.68,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9290,Male,20.0,1.69,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9291,Male,22.052152,1.792239,88.119139,yes,yes,1.925064,1.001383,Sometimes,no,2.0,no,0.0,1.283673,no,Public_Transportation,Obesity_Type_I 9292,Male,18.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9293,Male,21.838323,1.819867,122.024954,yes,yes,3.0,2.880817,Sometimes,no,1.645338,no,0.739881,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9294,Male,25.0,1.72,62.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9295,Female,21.700748,1.694952,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.664722,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 9296,Female,26.0,1.641149,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.133566,Sometimes,Public_Transportation,Obesity_Type_III 9297,Male,27.474245,1.914186,129.19449,yes,yes,2.191108,3.0,Sometimes,no,1.322048,no,1.581242,0.090341,Sometimes,Public_Transportation,Obesity_Type_II 9298,Female,19.627,1.725625,50.173425,no,yes,1.649974,3.435905,Sometimes,no,2.924594,no,0.382189,1.990617,Sometimes,Public_Transportation,Insufficient_Weight 9299,Male,17.0,1.694642,99.605527,yes,yes,2.0,2.988539,Sometimes,no,2.194746,no,1.46361,1.0,no,Public_Transportation,Obesity_Type_I 9300,Female,18.0,1.721854,80.0,yes,yes,2.0,2.658837,Sometimes,no,1.824561,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9301,Female,25.954511,1.630927,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,9.6e-05,0.656491,Sometimes,Public_Transportation,Obesity_Type_III 9302,Male,18.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9303,Male,29.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 9304,Female,17.0,1.65,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 9305,Male,18.0,1.72,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9306,Female,22.549208,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.746197,no,2.0,0.0,Sometimes,Bike,Overweight_Level_I 9307,Female,21.0,1.61,68.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9308,Female,36.310292,1.701397,83.0,yes,yes,2.0,1.032887,Sometimes,no,2.0,no,1.472172,0.0,no,Automobile,Overweight_Level_II 9309,Female,20.825962,1.719913,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.923856,no,0.482625,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 9310,Female,26.0,1.644053,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 9311,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 9312,Female,25.0,1.63,61.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Walking,Normal_Weight 9313,Female,18.88485,1.758372,79.828725,yes,yes,2.0,2.667711,Sometimes,no,2.452789,no,0.747528,0.967919,Frequently,Public_Transportation,Overweight_Level_I 9314,Female,21.0,1.54,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9315,Male,20.0,1.6,65.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9316,Female,26.0,1.624099,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 9317,Male,22.087056,1.814696,87.678817,yes,yes,3.0,2.880817,Sometimes,no,1.622638,no,2.0,1.36595,Sometimes,Public_Transportation,Overweight_Level_I 9318,Male,20.255616,1.817271,85.228116,yes,yes,2.0,3.0,Sometimes,no,2.856521,no,2.0,0.561602,Sometimes,Public_Transportation,Overweight_Level_I 9319,Male,22.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9320,Male,30.710511,1.849425,120.644178,yes,yes,2.63165,2.271734,Sometimes,no,2.358088,no,0.652736,1.0,Sometimes,Automobile,Obesity_Type_II 9321,Male,19.0,1.7,78.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 9322,Male,21.504943,1.633195,70.0,no,yes,2.0,1.0,no,no,2.0,no,0.658894,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9323,Female,23.0,1.58,45.0,yes,no,3.0,3.0,Always,yes,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9324,Female,25.986185,1.643017,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.353167,no,0.090147,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 9325,Male,20.0,1.75,125.0,yes,yes,3.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9326,Male,21.0,1.695469,75.0,yes,yes,2.0,3.0,Sometimes,no,1.081597,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9327,Female,25.986368,1.640741,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.010183,0.726118,Sometimes,Public_Transportation,Obesity_Type_III 9328,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Walking,Overweight_Level_II 9329,Male,21.0,1.75,80.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,0.0,no,Walking,Overweight_Level_II 9330,Male,37.455752,1.830384,118.237782,yes,yes,2.944287,3.0,Sometimes,no,1.98459,no,0.390877,0.0,Sometimes,Automobile,Obesity_Type_II 9331,Female,20.9859,1.732096,133.936535,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501754,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 9332,Male,30.958051,1.909105,129.874864,yes,yes,2.191429,3.0,Sometimes,yes,1.11184,no,1.541072,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9333,Female,19.126145,1.675733,69.242354,yes,yes,2.823179,1.496776,Sometimes,no,1.11756,no,0.0,1.708309,Sometimes,Public_Transportation,Overweight_Level_I 9334,Female,21.051982,1.700164,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.423073,no,1.606109,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 9335,Male,28.0,1.78,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 9336,Male,33.100581,1.707817,75.306702,yes,yes,2.746408,2.815255,Sometimes,no,1.645338,no,0.742113,0.30402,Sometimes,Automobile,Overweight_Level_I 9337,Female,21.001969,1.746411,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.998047,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 9338,Female,21.008297,1.716677,75.688433,yes,yes,2.0,3.0,Sometimes,no,1.610768,no,0.097312,0.386861,Sometimes,Public_Transportation,Overweight_Level_I 9339,Female,21.682636,1.734092,132.054793,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,1.68249,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 9340,Male,21.813083,1.793378,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.290368,no,0.001086,0.534769,Sometimes,Public_Transportation,Obesity_Type_I 9341,Male,28.992809,1.82559,120.860386,yes,yes,2.49619,3.0,Sometimes,no,3.0,no,0.992371,1.596562,Sometimes,Public_Transportation,Obesity_Type_II 9342,Female,47.283374,1.654784,83.986714,yes,yes,2.0,1.630506,Sometimes,no,2.791604,no,0.891205,0.891189,no,Automobile,Obesity_Type_I 9343,Male,21.0,1.61,67.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9344,Female,22.0,1.61,53.0,no,yes,3.0,3.0,no,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9345,Male,33.0,1.75,107.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 9346,Female,18.128249,1.589027,41.452385,no,no,2.0,1.0,Sometimes,no,2.0,no,0.819269,1.546738,Sometimes,Public_Transportation,Insufficient_Weight 9347,Female,24.0,1.6,49.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9348,Male,24.201622,1.780731,112.010504,yes,yes,2.348745,1.231915,Sometimes,no,2.0,no,0.0,0.333673,Sometimes,Public_Transportation,Obesity_Type_II 9349,Male,18.0,1.873368,60.0,yes,yes,2.824559,3.884861,Sometimes,no,2.028426,no,2.009397,0.0,no,Automobile,Insufficient_Weight 9350,Female,40.0,1.569234,62.894283,yes,yes,2.0,3.0,Sometimes,no,2.575535,no,0.807076,0.36216,Sometimes,Automobile,Overweight_Level_I 9351,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 9352,Male,21.721507,1.75,122.609911,yes,yes,2.0,3.0,Sometimes,no,1.639807,no,1.0,0.85405,Sometimes,Public_Transportation,Obesity_Type_II 9353,Female,17.065445,1.844749,59.313525,yes,yes,2.951591,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 9354,Male,27.83173,1.918859,101.067988,yes,yes,2.954417,3.0,Sometimes,no,2.0,no,2.077653,1.40913,Sometimes,Public_Transportation,Overweight_Level_II 9355,Male,24.511445,1.849507,121.248035,yes,yes,2.722161,3.0,Sometimes,no,2.045561,no,1.482411,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9356,Male,22.0,1.74,68.0,yes,yes,2.0,4.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 9357,Female,26.0,1.55,57.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9358,Female,24.497373,1.751067,113.90506,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.206954,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 9359,Male,32.259623,1.673491,103.706181,yes,yes,2.658112,1.101404,Sometimes,no,1.345298,no,1.112504,0.0,no,Public_Transportation,Obesity_Type_II 9360,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 9361,Female,20.975973,1.755643,133.618706,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,1.493018,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 9362,Female,22.676243,1.741353,86.963628,yes,yes,2.0,2.961113,Sometimes,no,3.0,no,0.120165,0.0,no,Public_Transportation,Obesity_Type_I 9363,Female,18.0,1.55,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9364,Female,39.213399,1.559499,80.539,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9365,Male,18.0,1.70653,90.032671,yes,yes,2.0,1.672706,Sometimes,no,2.0,no,1.0,0.742423,no,Public_Transportation,Obesity_Type_I 9366,Female,19.0,1.6,44.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9367,Female,19.0,1.57,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 9368,Female,20.206358,1.74647,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.501754,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 9369,Male,29.906575,1.913252,129.874864,yes,yes,2.206119,3.0,Sometimes,no,1.98126,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9370,Male,30.916426,1.828391,120.996074,yes,yes,2.219186,3.0,Sometimes,no,2.165804,no,0.743005,0.331483,Sometimes,Automobile,Obesity_Type_II 9371,Female,33.0,1.720379,83.0,yes,yes,2.0,1.0,Sometimes,no,1.636326,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 9372,Female,25.930376,1.644078,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.029241,no,0.01586,1.0,Sometimes,Public_Transportation,Obesity_Type_III 9373,Female,26.0,1.641209,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 9374,Female,25.934757,1.685045,102.134646,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.043689,0.896842,Sometimes,Public_Transportation,Obesity_Type_I 9375,Male,18.0,1.701566,86.0805,no,yes,2.0,4.0,Sometimes,no,2.269564,yes,2.0,0.0,Sometimes,Walking,Overweight_Level_I 9376,Male,23.0,1.8,125.0,yes,yes,2.0,3.0,Always,no,3.0,yes,2.0,1.0,no,Public_Transportation,Obesity_Type_I 9377,Female,21.291969,1.716497,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.586525,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 9378,Female,18.540535,1.710129,50.0,no,yes,3.0,3.595761,Frequently,no,1.656082,no,1.992719,1.0,no,Public_Transportation,Insufficient_Weight 9379,Female,23.0,1.560199,80.0,yes,yes,2.0,3.0,Sometimes,no,1.131185,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 9380,Female,20.796266,1.802257,152.394739,yes,yes,3.0,3.0,Sometimes,no,2.817983,no,0.246831,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 9381,Female,26.0,1.62439,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 9382,Female,21.768153,1.732951,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.868923,no,1.796376,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 9383,Male,24.063874,1.77219,120.998266,yes,yes,2.13683,3.0,Sometimes,no,2.08554,no,1.685369,0.584755,Sometimes,Public_Transportation,Obesity_Type_II 9384,Female,20.102241,1.81955,153.959945,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.999836,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 9385,Male,21.016623,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.129902,1.73216,Sometimes,Public_Transportation,Overweight_Level_I 9386,Male,24.449655,1.848294,121.421121,yes,yes,2.966126,2.567567,Sometimes,no,2.054072,no,1.352973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9387,Male,30.916426,1.758355,120.919703,yes,yes,1.111887,3.0,Sometimes,no,2.104696,no,0.926201,1.09838,Sometimes,Automobile,Obesity_Type_II 9388,Male,24.145295,1.82559,120.860386,yes,yes,3.0,3.0,Sometimes,no,2.490613,no,2.0,0.707768,Sometimes,Public_Transportation,Obesity_Type_II 9389,Male,23.994583,1.717288,83.986714,yes,yes,2.0,2.608416,Sometimes,no,2.0,no,0.336795,0.127879,Sometimes,Public_Transportation,Overweight_Level_II 9390,Female,26.0,1.656504,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 9391,Female,22.0,1.65,62.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9392,Female,21.394047,1.738717,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,1.465931,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 9393,Male,18.0,1.755938,86.963628,yes,yes,2.801514,3.0,Sometimes,no,1.142873,no,0.336795,0.062167,Sometimes,Public_Transportation,Overweight_Level_II 9394,Male,21.721507,1.656504,94.429205,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_I 9395,Female,28.0,1.75,79.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 9396,Female,26.0,1.648639,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,0.129902,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 9397,Female,25.919241,1.631547,104.572712,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,0.01586,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 9398,Male,17.08525,1.808765,85.228116,yes,yes,2.824559,2.89292,Sometimes,no,2.369627,no,1.079934,0.174848,Sometimes,Public_Transportation,Overweight_Level_I 9399,Male,32.707653,1.652971,102.592171,yes,yes,2.939727,2.13229,Sometimes,no,1.0,no,1.859667,0.0,no,Public_Transportation,Obesity_Type_II 9400,Female,21.0,1.65,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9401,Female,21.682367,1.737056,137.044959,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.0,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 9402,Male,22.0,1.8,92.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9403,Female,19.407204,1.650052,86.0805,yes,yes,2.0,3.0,Sometimes,no,1.964435,no,1.0,0.127775,Sometimes,Public_Transportation,Overweight_Level_I 9404,Male,21.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9405,Male,25.955014,1.696412,90.0,yes,yes,2.0,3.0,Sometimes,no,2.092509,no,0.008013,0.261793,Sometimes,Public_Transportation,Obesity_Type_I 9406,Male,18.0,1.76,80.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9407,Female,19.621545,1.741353,53.699561,no,yes,2.737762,3.494849,Frequently,no,1.074048,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9408,Male,23.0,1.810215,121.82962,yes,yes,2.203962,3.0,Sometimes,no,2.040816,no,1.465931,0.713823,Sometimes,Public_Transportation,Obesity_Type_II 9409,Female,26.0,1.643332,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 9410,Male,33.049121,1.708742,83.001642,yes,yes,2.0,1.001542,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 9411,Male,34.970367,1.769269,84.729197,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.462269,0.0,Sometimes,Automobile,Overweight_Level_II 9412,Female,26.0,1.620938,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 9413,Male,17.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9414,Male,21.0,1.69,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9415,Female,22.884722,1.622787,82.0,yes,yes,2.0,1.0,Sometimes,no,2.122884,no,0.248034,1.0,no,Public_Transportation,Obesity_Type_I 9416,Male,23.0,1.7,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9417,Male,18.014333,1.751365,80.0,yes,yes,2.0,1.105617,Sometimes,no,2.0,no,0.0,0.553093,no,Public_Transportation,Overweight_Level_I 9418,Male,23.0,1.72,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 9419,Female,23.0,1.660756,80.555875,yes,yes,2.0,1.0,Sometimes,no,2.263551,no,1.252472,0.0,no,Public_Transportation,Obesity_Type_I 9420,Male,23.0,1.730167,83.414072,yes,yes,2.061384,1.0,Sometimes,no,1.660614,no,0.094893,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9421,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9422,Female,19.673262,1.599486,44.810751,no,no,2.762325,1.10548,Frequently,no,1.145761,yes,0.87599,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9423,Male,27.562425,1.848683,120.420406,yes,yes,2.92711,3.0,Sometimes,no,2.929123,no,1.076729,0.290898,Sometimes,Public_Transportation,Obesity_Type_II 9424,Female,26.826961,1.673287,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.884935,1.882539,Sometimes,Automobile,Obesity_Type_I 9425,Male,22.867719,1.849507,121.527369,yes,yes,3.0,2.693646,Sometimes,no,1.81031,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9426,Male,31.761799,1.755938,120.021161,yes,yes,2.9673,3.0,Sometimes,no,2.425927,no,0.955317,0.0,Sometimes,Automobile,Obesity_Type_II 9427,Male,29.669219,1.829757,119.434645,yes,yes,2.680375,3.0,Sometimes,no,2.0,no,1.097905,0.677354,Sometimes,Public_Transportation,Obesity_Type_II 9428,Male,26.684354,1.824901,123.172214,yes,yes,2.312528,3.0,Sometimes,no,2.008361,no,0.813917,0.739609,Sometimes,Public_Transportation,Obesity_Type_II 9429,Female,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9430,Female,26.0,1.610086,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.749594,no,0.0,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 9431,Female,34.316254,1.579893,44.316254,no,no,2.000466,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9432,Male,20.0,1.77,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9433,Male,18.0,1.781543,50.869704,no,yes,1.140615,3.0,Sometimes,no,1.639524,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9434,Male,27.14823,1.763029,89.667406,yes,yes,2.08868,3.0,Sometimes,no,2.0,no,0.0,0.315918,Sometimes,Automobile,Overweight_Level_II 9435,Male,20.3756,1.84342,59.295172,yes,yes,2.750715,3.995147,Sometimes,no,2.0,no,2.0,0.814518,no,Public_Transportation,Insufficient_Weight 9436,Female,24.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 9437,Female,26.0,1.641849,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.064769,Sometimes,Public_Transportation,Obesity_Type_III 9438,Male,21.793724,1.776989,89.993812,yes,yes,2.921225,2.983201,Sometimes,no,2.184843,no,2.164472,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9439,Male,22.0,1.69,60.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Automobile,Normal_Weight 9440,Male,23.0,1.709731,97.029249,yes,yes,2.0,2.977543,Sometimes,no,2.0,no,2.977543,1.0,no,Public_Transportation,Obesity_Type_I 9441,Female,19.0,1.55,45.0,no,yes,2.0,3.0,Frequently,no,1.074048,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9442,Male,22.851721,1.856811,121.277832,yes,yes,2.903545,2.714115,Sometimes,no,2.151809,no,0.986414,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9443,Male,18.0,1.820643,108.308112,yes,yes,2.0,2.475228,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9444,Male,26.0,1.72,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 9445,Male,22.0,1.78,68.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9446,Male,19.0,1.72,88.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9447,Female,18.0,1.642971,88.675503,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.753745,no,Public_Transportation,Obesity_Type_I 9448,Female,26.0,1.632193,110.621723,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 9449,Male,21.0,1.68,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9450,Female,19.0,1.62,54.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9451,Female,21.0,1.62,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9452,Male,41.0,1.91,110.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_I 9453,Female,22.0,1.63,60.0,yes,yes,2.0,3.0,Frequently,no,1.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 9454,Male,18.0,1.82,108.194746,yes,no,2.0,1.9154,Sometimes,no,2.147746,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9455,Female,18.0,1.59,55.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 9456,Male,23.252457,1.705813,83.785312,yes,yes,2.0,2.964024,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9457,Female,23.444286,1.596586,44.845655,yes,yes,2.0,1.0,Sometimes,no,2.566629,no,0.826609,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9458,Male,26.0,1.88,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9459,Male,24.006271,1.770126,117.398976,yes,yes,1.595746,2.993856,Sometimes,no,2.00357,no,1.00109,0.138418,Sometimes,Public_Transportation,Obesity_Type_II 9460,Male,22.832105,1.824559,122.786485,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.750111,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9461,Male,17.997009,1.840138,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.2405,0.0,no,Automobile,Insufficient_Weight 9462,Female,21.0,1.53,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9463,Male,17.290765,1.721348,53.783977,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.827506,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9464,Male,35.456326,1.744733,85.228116,yes,yes,2.0,3.0,Sometimes,no,1.93059,no,1.876051,0.0,Sometimes,Automobile,Overweight_Level_II 9465,Female,21.0,1.63,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9466,Male,17.925497,1.758628,54.835576,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9467,Male,21.098035,1.701584,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.922234,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9468,Female,22.0,1.59,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9469,Female,21.0,1.731261,78.276969,yes,yes,1.925064,2.988539,Sometimes,no,2.0,no,2.787319,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9470,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9471,Male,22.705772,1.841989,122.813033,yes,yes,3.0,2.272214,Sometimes,no,1.645338,no,0.852446,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9472,Female,20.552695,1.59559,44.581159,no,no,3.0,1.724887,Frequently,no,1.241378,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 9473,Male,29.429687,1.769484,108.602715,yes,yes,2.0,3.0,Sometimes,no,2.152666,no,1.067817,0.0,no,Automobile,Obesity_Type_I 9474,Female,18.0,1.63,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9475,Female,22.0,1.6,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 9476,Female,23.0,1.63,83.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 9477,Male,18.0,1.72,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9478,Male,20.976842,1.82697,95.887056,yes,yes,2.0,3.0,Sometimes,no,2.976177,no,0.782416,1.978043,Sometimes,Public_Transportation,Overweight_Level_II 9479,Female,26.0,1.656465,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 9480,Female,25.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 9481,Male,21.0,1.62,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9482,Female,18.0,1.62,50.0,no,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9483,Male,27.474245,1.819535,109.908779,yes,yes,2.766612,2.272801,Sometimes,no,1.893691,no,0.935217,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9484,Female,18.0,1.64,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9485,Male,23.975685,1.86714,121.277832,yes,yes,2.966126,2.806298,Sometimes,no,1.970508,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9486,Female,19.0,1.56,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,0.0,no,Automobile,Normal_Weight 9487,Female,22.0,1.63,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 9488,Male,18.900253,1.750359,55.523481,yes,yes,1.451337,3.483449,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9489,Female,20.0,1.64,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 9490,Male,21.0,1.75,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9491,Male,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.830911,0.0,no,Public_Transportation,Overweight_Level_II 9492,Male,29.0,1.7,78.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 9493,Male,24.622054,1.78968,120.613561,yes,yes,2.9673,2.989791,Sometimes,no,2.684264,no,1.926592,0.007872,Sometimes,Public_Transportation,Obesity_Type_II 9494,Male,22.832105,1.849425,121.310257,yes,yes,2.919526,2.65772,Sometimes,no,2.858171,no,1.117311,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9495,Female,26.0,1.62495,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 9496,Female,21.0,1.54,49.0,no,yes,3.0,3.0,Frequently,no,3.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 9497,Male,21.056059,1.751365,75.0,yes,yes,2.813775,3.053598,Sometimes,no,2.371015,no,2.230109,0.105895,Sometimes,Public_Transportation,Overweight_Level_I 9498,Male,37.955371,1.743702,76.242597,yes,yes,2.0,2.992083,Sometimes,no,1.927976,no,1.976582,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9499,Male,32.383858,1.69382,98.572753,yes,yes,2.0,2.119682,Sometimes,no,2.170225,no,1.170823,0.0,Sometimes,Automobile,Overweight_Level_II 9500,Female,23.0,1.62,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 9501,Male,25.0,1.75,113.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Walking,Obesity_Type_II 9502,Male,21.0,1.9,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9503,Female,21.785351,1.549311,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.876696,0.0,no,Public_Transportation,Obesity_Type_I 9504,Male,21.652229,1.780791,88.431954,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.55011,Sometimes,Public_Transportation,Overweight_Level_I 9505,Female,24.0,1.63,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9506,Female,26.0,1.64187,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.29499,Sometimes,Public_Transportation,Obesity_Type_III 9507,Male,30.424369,1.899588,124.269251,yes,yes,2.01695,3.0,Sometimes,no,1.846754,no,0.851059,0.0,no,Public_Transportation,Obesity_Type_II 9508,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9509,Female,16.30687,1.737984,54.973929,no,yes,2.0,3.559841,Sometimes,no,1.919629,no,1.926592,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9510,Male,18.0,1.845399,51.142535,yes,yes,3.0,3.0,Sometimes,no,2.197732,no,0.0,0.142638,Sometimes,Public_Transportation,Insufficient_Weight 9511,Male,25.151286,1.770124,112.835195,yes,yes,2.225149,3.0,Sometimes,no,2.007348,no,1.289421,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 9512,Female,23.0,1.63,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9513,Male,22.989846,1.816783,95.0,yes,yes,2.0,2.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9514,Male,22.654316,1.721903,95.032177,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.482016,no,Public_Transportation,Obesity_Type_I 9515,Male,25.151286,1.761519,112.835195,yes,yes,1.887951,3.0,Sometimes,no,2.007348,no,1.376217,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 9516,Male,22.0,1.738717,94.743892,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.819661,1.969507,no,Public_Transportation,Obesity_Type_I 9517,Male,40.50021,1.712515,109.900472,yes,yes,2.159033,3.0,Sometimes,no,1.992548,no,1.289421,0.552006,no,Automobile,Obesity_Type_I 9518,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9519,Male,33.251015,1.782269,107.55963,yes,yes,2.0,2.122545,Sometimes,no,2.098959,no,2.21722,0.0,Sometimes,Automobile,Obesity_Type_I 9520,Female,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 9521,Male,39.129291,1.785241,108.897324,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 9522,Male,24.0,1.77,73.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9523,Male,22.884722,1.790151,105.028665,yes,yes,2.103335,3.0,Sometimes,no,2.702789,no,0.0,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 9524,Male,21.0,1.77,97.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 9525,Female,21.28253,1.749118,132.904884,yes,yes,3.0,3.0,Sometimes,no,2.858171,no,1.813318,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 9526,Male,23.0,1.75,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9527,Male,20.0,1.65,90.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9528,Female,26.0,1.626483,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 9529,Male,27.0,1.75,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 9530,Male,18.0,1.7,70.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 9531,Female,21.853826,1.723587,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.624981,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 9532,Female,21.652229,1.716497,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.413239,0.716327,Sometimes,Public_Transportation,Obesity_Type_III 9533,Female,18.945961,1.746055,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.46046,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 9534,Male,18.0,1.694969,52.629374,yes,yes,2.0,3.0,Sometimes,no,1.131185,no,0.520989,1.690901,Sometimes,Public_Transportation,Insufficient_Weight 9535,Female,21.682367,1.742062,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.465909,0.813784,Sometimes,Public_Transportation,Obesity_Type_III 9536,Male,22.580038,1.825718,121.560938,yes,yes,3.0,2.272801,Sometimes,no,1.850344,no,0.344013,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9537,Female,18.871917,1.534385,41.706283,yes,yes,2.977018,3.0,Sometimes,no,1.0,no,0.0,1.55011,no,Public_Transportation,Insufficient_Weight 9538,Female,19.529746,1.748524,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.46046,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 9539,Male,20.0,1.78,72.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9540,Male,30.899219,1.909105,129.013178,yes,yes,2.028571,3.0,Sometimes,yes,1.486824,no,1.485978,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9541,Female,26.0,1.634894,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 9542,Male,17.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9543,Female,28.830558,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,1.846754,no,1.727114,0.0,Sometimes,Automobile,Overweight_Level_II 9544,Male,27.968765,1.753321,117.631707,yes,yes,2.630137,3.0,Sometimes,no,2.01897,no,1.999836,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9545,Male,19.0,1.6,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 9546,Male,20.3756,1.700164,99.204695,yes,yes,2.0,3.0,Sometimes,no,2.843777,no,1.0,0.009254,no,Public_Transportation,Obesity_Type_I 9547,Female,22.908879,1.593321,44.810751,no,yes,2.95841,2.973504,Frequently,no,1.512035,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9548,Male,34.176795,1.758687,85.803809,yes,yes,2.09663,3.0,Sometimes,no,2.172649,no,2.698874,0.0,Sometimes,Automobile,Overweight_Level_I 9549,Female,21.813083,1.611,67.913561,yes,yes,2.966126,3.989492,Sometimes,no,2.843777,no,1.866839,0.001096,Sometimes,Public_Transportation,Overweight_Level_I 9550,Female,25.45763,1.603501,78.073528,yes,yes,2.81646,3.0,Sometimes,no,1.400247,no,1.352558,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9551,Male,23.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 9552,Male,23.252457,1.85,122.024954,yes,yes,2.34222,2.842848,Sometimes,no,1.774778,no,0.813917,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9553,Female,21.849705,1.744974,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.425712,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 9554,Female,22.318302,1.717722,51.552595,yes,yes,2.81646,3.0,Frequently,no,2.442775,no,0.463891,2.0,no,Public_Transportation,Insufficient_Weight 9555,Male,21.391371,1.647768,88.675503,yes,yes,2.720701,1.0,Sometimes,no,1.278231,no,0.55713,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9556,Male,23.0,1.72,96.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 9557,Female,16.370009,1.6,65.0,no,yes,1.979944,1.0,Sometimes,no,1.979848,yes,0.974216,1.928972,Sometimes,Public_Transportation,Overweight_Level_I 9558,Female,26.0,1.637725,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 9559,Male,20.0,1.83,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9560,Male,22.0,1.68,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9561,Male,22.524036,1.71367,50.890363,yes,yes,1.451337,3.566082,Sometimes,no,2.0,no,0.143955,1.358163,Sometimes,Public_Transportation,Insufficient_Weight 9562,Female,21.00829,1.746516,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,1.46046,0.900067,Sometimes,Public_Transportation,Obesity_Type_III 9563,Female,19.052833,1.62,69.242354,no,yes,1.0816,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9564,Female,26.0,1.632377,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 9565,Female,26.0,1.617192,105.055686,yes,yes,3.0,3.0,Sometimes,no,1.619305,no,0.0,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 9566,Female,34.288249,1.652084,73.575981,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 9567,Male,17.0,1.84,87.0,yes,no,2.0,4.0,Frequently,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 9568,Male,18.0,1.721854,86.0805,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.74288,Sometimes,Public_Transportation,Overweight_Level_II 9569,Male,22.0,1.8,91.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9570,Male,20.0,1.85,115.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9571,Female,25.550506,1.682253,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.774576,no,0.001297,0.518297,Sometimes,Public_Transportation,Obesity_Type_III 9572,Female,18.112503,1.747962,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.427037,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 9573,Female,20.520992,1.744319,126.460936,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.546179,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 9574,Female,23.0,1.7,50.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 9575,Female,18.0,1.56,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9576,Male,24.163526,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.091934,no,0.0,1.547086,Sometimes,Public_Transportation,Overweight_Level_II 9577,Female,21.682367,1.746411,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.310921,no,1.616882,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 9578,Female,18.063582,1.621048,69.637307,no,yes,2.459976,1.69608,Sometimes,no,2.073497,no,0.107981,0.779641,Sometimes,Public_Transportation,Overweight_Level_I 9579,Female,25.982113,1.60681,104.879602,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,0.652736,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 9580,Female,25.124595,1.628205,104.846218,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.000272,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 9581,Female,19.076443,1.584785,41.934368,no,yes,2.66889,1.009426,Sometimes,no,1.0,no,0.130417,1.416353,Sometimes,Public_Transportation,Insufficient_Weight 9582,Female,38.0,1.55,63.0,no,yes,3.0,1.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9583,Male,30.0,1.75,128.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 9584,Male,27.635029,1.856315,117.651046,yes,yes,2.722161,2.110937,Sometimes,no,2.0,no,0.598438,0.36037,Sometimes,Public_Transportation,Obesity_Type_II 9585,Male,24.184891,1.82697,121.527369,yes,yes,2.95841,3.0,Sometimes,no,2.895614,no,1.903182,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9586,Male,24.0,1.7,85.0,yes,no,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 9587,Female,38.445148,1.553026,77.684229,yes,yes,2.76802,2.987652,Sometimes,no,1.626467,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9588,Male,17.0,1.72,70.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9589,Female,23.0,1.6,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9590,Female,18.0,1.65,90.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 9591,Female,20.979254,1.726774,80.0,yes,yes,2.0,3.0,Sometimes,no,1.957871,no,1.727114,1.0,no,Public_Transportation,Overweight_Level_II 9592,Female,31.022057,1.560029,71.799982,yes,yes,3.0,1.834472,Sometimes,no,2.0,no,1.997529,1.0,Sometimes,Automobile,Overweight_Level_I 9593,Male,17.729923,1.841879,58.19515,yes,yes,2.215464,3.0,Sometimes,no,2.0,no,2.0,0.839862,no,Automobile,Insufficient_Weight 9594,Female,21.0,1.751278,79.544998,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9595,Male,31.255587,1.868923,125.064264,yes,yes,2.050619,3.0,Sometimes,yes,1.515183,no,0.849811,0.261901,Sometimes,Public_Transportation,Obesity_Type_II 9596,Female,26.0,1.633945,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 9597,Male,30.424369,1.913252,124.070717,yes,yes,2.443538,3.0,Sometimes,no,1.984323,no,0.858554,0.114457,Sometimes,Public_Transportation,Obesity_Type_II 9598,Female,25.783865,1.592529,102.277765,yes,yes,3.0,3.0,Sometimes,no,1.124366,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 9599,Male,32.501143,1.65,101.067988,yes,yes,2.921576,1.411685,Sometimes,no,1.0,no,1.917383,0.0,no,Automobile,Obesity_Type_II 9600,Female,19.0,1.66,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9601,Male,21.0,1.87,125.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9602,Male,33.0,1.68,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 9603,Female,21.695892,1.809871,149.935848,yes,yes,3.0,3.0,Sometimes,no,2.36651,no,1.995582,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 9604,Male,32.278869,1.76714,120.344402,yes,yes,2.519592,3.0,Sometimes,no,2.524432,no,0.819269,0.976473,Sometimes,Automobile,Obesity_Type_II 9605,Female,26.0,1.611462,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 9606,Female,38.0,1.79,80.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_II 9607,Male,25.539411,1.780089,115.627554,yes,yes,2.200588,3.0,Sometimes,no,2.041536,no,1.618512,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9608,Female,19.946244,1.603404,45.0,no,no,3.0,3.0,Frequently,no,2.304716,no,1.295697,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9609,Male,23.0,1.75,70.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 9610,Male,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9611,Female,25.994949,1.635062,102.233445,yes,yes,3.0,3.0,Sometimes,no,1.031701,no,0.03465,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 9612,Female,21.232659,1.719913,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.99507,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 9613,Male,24.122589,1.713825,98.66176,yes,yes,2.0,2.372339,Sometimes,no,1.880967,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 9614,Male,31.010302,1.754956,118.332689,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,0.955317,1.339232,Sometimes,Automobile,Obesity_Type_II 9615,Male,19.0,1.85,80.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Automobile,Normal_Weight 9616,Male,18.0,1.72,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 9617,Female,23.421726,1.661715,114.097656,yes,yes,3.0,3.0,Sometimes,no,2.909675,no,0.360908,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 9618,Male,29.687488,1.909105,129.679131,yes,yes,2.9673,3.0,Sometimes,no,1.662117,no,0.477855,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9619,Male,25.01277,1.784994,115.025361,yes,yes,2.819934,3.0,Sometimes,no,2.180566,no,1.501647,0.753077,Sometimes,Public_Transportation,Obesity_Type_II 9620,Male,26.774115,1.819614,118.40174,yes,yes,2.104772,3.0,Sometimes,no,2.170225,no,0.882709,0.0,Sometimes,Automobile,Obesity_Type_II 9621,Male,18.0,1.72,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9622,Female,21.086512,1.694423,67.939653,yes,yes,3.0,1.473088,Sometimes,no,2.0,no,1.030752,1.665621,no,Public_Transportation,Overweight_Level_II 9623,Male,18.0,1.8,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 9624,Female,21.704699,1.782714,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.531456,no,1.612741,0.839862,Sometimes,Public_Transportation,Obesity_Type_III 9625,Female,18.771001,1.746416,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.408177,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 9626,Male,27.968765,1.788459,102.815983,yes,yes,2.95841,2.765213,Sometimes,no,1.0,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9627,Male,25.542454,1.771817,114.77484,yes,yes,2.152264,3.0,Sometimes,no,2.116399,no,1.016042,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9628,Male,39.685846,1.781543,101.067988,yes,yes,2.0,3.0,Sometimes,no,2.949419,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 9629,Female,24.063874,1.656504,113.90506,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,0.268801,0.007872,Sometimes,Public_Transportation,Obesity_Type_III 9630,Female,21.008051,1.753349,78.370039,yes,yes,2.577427,3.0,Sometimes,no,2.0,no,1.679935,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9631,Female,18.0,1.688436,90.004046,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.177896,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9632,Male,26.899886,1.788239,114.254278,yes,yes,2.200588,3.0,Sometimes,no,2.128176,no,1.356468,0.078607,Sometimes,Public_Transportation,Obesity_Type_II 9633,Female,20.924808,1.792646,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,1.68249,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 9634,Male,19.149706,1.699437,78.0,yes,yes,2.0,2.070033,Sometimes,no,2.0,no,0.0,1.639326,no,Public_Transportation,Overweight_Level_II 9635,Female,19.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 9636,Male,18.0,1.76,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9637,Male,24.622054,1.756509,117.368716,yes,yes,1.451337,2.993623,Sometimes,no,2.0,no,1.384607,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 9638,Male,18.0,1.834986,59.990861,yes,yes,2.661556,4.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Insufficient_Weight 9639,Male,38.434081,1.75,118.20313,yes,yes,2.342323,3.0,Sometimes,no,2.0,no,0.769709,0.0,Sometimes,Automobile,Obesity_Type_II 9640,Male,22.0,1.69,56.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 9641,Female,30.0,1.65,72.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 9642,Female,22.582371,1.627839,82.039,yes,yes,2.333503,1.0,Sometimes,no,2.0,no,0.0,0.140792,no,Public_Transportation,Obesity_Type_I 9643,Female,18.0,1.58,53.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9644,Female,18.0,1.57,55.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 9645,Female,26.0,1.627532,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 9646,Female,21.285965,1.738836,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.796267,no,1.728332,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 9647,Male,22.882558,1.839699,89.909259,yes,yes,1.84199,3.0,Sometimes,no,2.0,no,1.967973,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9648,Female,21.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9649,Female,17.0,1.6,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 9650,Male,28.986237,1.828276,120.872294,yes,yes,2.766612,3.0,Sometimes,no,2.966647,no,1.159598,0.758897,Sometimes,Public_Transportation,Obesity_Type_II 9651,Female,23.0,1.7,49.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 9652,Female,21.0,1.56,58.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 9653,Male,17.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9654,Male,25.846279,1.856406,115.10813,yes,yes,2.0,1.92822,Sometimes,no,2.450069,no,1.19102,1.460238,no,Public_Transportation,Obesity_Type_II 9655,Female,29.166795,1.663509,49.98297,yes,yes,2.652779,2.964024,Frequently,no,1.872517,no,0.870056,0.864583,no,Public_Transportation,Insufficient_Weight 9656,Male,27.439056,1.841151,119.087557,yes,yes,2.9553,3.0,Sometimes,no,2.038958,no,0.675262,0.631217,Sometimes,Automobile,Obesity_Type_II 9657,Female,26.0,1.642098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 9658,Female,21.853826,1.751067,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.184707,no,1.978631,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 9659,Female,25.955014,1.608808,105.479313,yes,yes,3.0,3.0,Sometimes,no,1.705218,no,0.029728,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 9660,Female,21.016623,1.611239,67.939653,yes,yes,2.286481,3.987707,Sometimes,no,2.777557,no,1.926381,1.887386,Sometimes,Public_Transportation,Overweight_Level_I 9661,Female,26.0,1.643167,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 9662,Male,30.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 9663,Male,18.0,1.7,80.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9664,Female,18.312665,1.57206,39.101805,no,yes,1.601236,3.0,Sometimes,no,1.334856,no,0.101236,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9665,Female,21.772251,1.751118,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.544632,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 9666,Female,26.0,1.632377,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.127775,Sometimes,Public_Transportation,Obesity_Type_III 9667,Male,22.927011,1.725233,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.97117,no,Public_Transportation,Obesity_Type_I 9668,Female,18.0,1.703346,91.059595,yes,yes,2.325623,2.954446,Sometimes,no,1.278231,no,1.571865,0.071028,Sometimes,Public_Transportation,Obesity_Type_I 9669,Female,20.125401,1.806827,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,0.129902,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 9670,Male,17.684891,1.7,80.333798,yes,no,2.734715,2.646717,Sometimes,no,2.0,no,0.806422,0.631217,no,Public_Transportation,Overweight_Level_II 9671,Female,18.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9672,Female,26.0,1.632983,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 9673,Male,23.0,1.7,53.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9674,Female,23.329344,1.713348,84.722222,yes,yes,2.884212,3.0,Sometimes,no,3.0,no,2.0,0.8324,no,Public_Transportation,Obesity_Type_I 9675,Female,19.0,1.59,49.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9676,Female,21.0,1.56,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 9677,Male,19.0,1.78,79.0,yes,no,2.0,4.0,Always,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 9678,Female,20.975973,1.756772,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.501647,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 9679,Male,18.0,1.72,52.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9680,Male,22.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 9681,Female,38.952866,1.568441,62.855073,no,yes,2.0,1.0,Sometimes,no,1.622638,no,0.148628,0.272278,Sometimes,Automobile,Overweight_Level_I 9682,Male,23.0,1.672101,83.568035,yes,yes,2.0,1.0,Sometimes,no,2.371015,no,0.382189,2.0,no,Public_Transportation,Obesity_Type_I 9683,Male,30.62865,1.762389,118.548733,yes,yes,2.028571,3.0,Sometimes,no,2.292906,no,0.598655,1.99219,Sometimes,Automobile,Obesity_Type_II 9684,Male,21.0,1.7,62.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9685,Male,19.0,1.7,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9686,Female,39.0,1.65,80.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 9687,Female,22.591439,1.592379,39.581159,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.967627,2.0,no,Public_Transportation,Insufficient_Weight 9688,Male,17.0,1.7,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9689,Male,21.0,1.65,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 9690,Female,38.0,1.55,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9691,Female,26.0,1.603404,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 9692,Male,31.255587,1.909105,129.935666,yes,yes,2.191429,3.0,Sometimes,yes,1.204055,no,0.906843,0.436068,Sometimes,Public_Transportation,Obesity_Type_II 9693,Female,39.135634,1.685947,79.713492,yes,yes,2.592247,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Insufficient_Weight 9694,Female,26.0,1.641132,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.01931,Sometimes,Public_Transportation,Obesity_Type_III 9695,Male,27.14823,1.806227,120.775439,yes,yes,2.636719,3.0,Sometimes,no,2.299156,no,1.879818,0.690082,Sometimes,Automobile,Obesity_Type_II 9696,Male,55.0,1.78,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 9697,Male,18.0,1.8,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 9698,Female,26.0,1.627812,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.779641,Sometimes,Public_Transportation,Obesity_Type_III 9699,Female,22.0,1.7,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9700,Male,18.0,1.722547,52.331172,no,yes,1.786841,3.0,Sometimes,no,1.274718,no,0.813917,1.59257,Sometimes,Public_Transportation,Insufficient_Weight 9701,Male,30.958957,1.788239,125.418548,yes,yes,2.938801,3.0,Sometimes,no,1.491268,no,1.928275,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9702,Male,19.0,1.8,85.0,no,yes,3.0,3.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Walking,Overweight_Level_I 9703,Male,25.834018,1.835271,121.310257,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,1.351996,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9704,Male,23.0,1.67,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 9705,Female,25.940153,1.620938,104.854928,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.008127,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 9706,Female,22.740275,1.717288,75.970712,yes,yes,2.0,3.0,Frequently,no,1.014634,no,0.985872,0.453404,Sometimes,Public_Transportation,Overweight_Level_I 9707,Female,26.0,1.687326,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.035928,0.785701,Sometimes,Public_Transportation,Obesity_Type_III 9708,Female,26.0,1.627839,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.0,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 9709,Male,18.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 9710,Female,20.744839,1.792833,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.944728,0.957463,Sometimes,Public_Transportation,Obesity_Type_III 9711,Male,20.0,1.8,70.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9712,Female,39.0,1.53,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9713,Male,33.049121,1.708742,83.001642,yes,yes,2.0,1.171027,Sometimes,no,2.003563,no,2.300282,0.0,no,Automobile,Overweight_Level_II 9714,Female,18.222536,1.746516,133.10761,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.612741,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 9715,Female,26.0,1.635905,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,0.0,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 9716,Male,17.997009,1.75655,58.854416,yes,yes,2.976509,3.047959,Sometimes,no,2.0,no,2.011646,1.0,no,Automobile,Insufficient_Weight 9717,Female,29.463168,1.666023,89.048151,yes,yes,2.0,3.0,Sometimes,no,1.383894,no,0.092344,1.0,Sometimes,Automobile,Obesity_Type_I 9718,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9719,Female,18.011903,1.599697,40.343463,no,yes,2.703436,3.0,Sometimes,no,1.0,no,1.866023,1.082236,Sometimes,Public_Transportation,Insufficient_Weight 9720,Female,25.994746,1.629225,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 9721,Male,21.837058,1.718939,70.0,no,yes,2.0,1.971659,no,no,2.777712,no,0.915699,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9722,Male,23.0,1.755978,51.881263,yes,yes,2.663421,3.0,Frequently,no,2.0,no,0.794402,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9723,Female,25.994949,1.723587,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.114698,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 9724,Female,19.895877,1.586895,79.349221,yes,no,2.842102,2.698883,Sometimes,no,2.535629,no,1.0,0.474836,no,Public_Transportation,Overweight_Level_II 9725,Male,55.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Overweight_Level_II 9726,Male,21.106056,1.707613,75.090439,yes,yes,2.0,3.981997,Sometimes,no,2.642273,no,1.859667,0.64676,Sometimes,Public_Transportation,Overweight_Level_I 9727,Female,20.586978,1.726606,131.567481,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.469928,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 9728,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9729,Male,29.0,1.755938,112.010504,yes,yes,1.317734,3.0,Sometimes,no,2.039514,no,0.0,0.002168,Sometimes,Public_Transportation,Obesity_Type_II 9730,Male,20.068432,1.790172,105.138073,yes,yes,2.02472,3.0,Sometimes,no,2.852254,no,2.0,1.887386,no,Public_Transportation,Obesity_Type_I 9731,Male,22.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9732,Male,23.096353,1.859056,121.639178,yes,yes,3.0,2.272214,Sometimes,no,2.530157,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9733,Female,23.0,1.743935,84.729197,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.31381,0.0,no,Public_Transportation,Overweight_Level_II 9734,Male,23.0,1.814182,93.348843,yes,yes,2.0,2.853676,Sometimes,no,1.0,no,0.0,0.954216,Sometimes,Public_Transportation,Overweight_Level_II 9735,Male,20.552695,1.81748,64.259379,yes,no,3.0,3.0,Sometimes,no,1.78471,no,0.0,0.076654,Sometimes,Public_Transportation,Insufficient_Weight 9736,Male,18.006742,1.7921,108.742005,yes,yes,2.0,3.0,Sometimes,no,2.708168,no,1.0,1.425852,Sometimes,Public_Transportation,Obesity_Type_I 9737,Male,19.0,1.82,87.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 9738,Female,21.845025,1.616467,68.126955,yes,yes,1.758394,3.981997,no,no,2.174248,no,0.920476,1.510609,Sometimes,Public_Transportation,Overweight_Level_I 9739,Male,25.19291,1.755333,110.074946,yes,yes,2.501236,3.0,Sometimes,no,2.738935,no,0.0,1.443212,Sometimes,Public_Transportation,Obesity_Type_II 9740,Male,19.703095,1.717722,80.790813,yes,no,2.215464,3.734323,Sometimes,no,2.0,no,1.815768,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9741,Female,24.0,1.66,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9742,Female,18.0,1.63,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9743,Female,21.334585,1.707508,75.410647,yes,yes,1.31415,3.0,Sometimes,no,2.0,no,0.967627,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9744,Male,24.521879,1.759324,112.249699,yes,yes,2.630137,3.0,Sometimes,no,2.003563,no,1.350001,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 9745,Female,18.0,1.643892,49.804245,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9746,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9747,Male,32.241587,1.704573,102.784864,yes,yes,2.612941,1.089048,Sometimes,no,1.0,no,1.664722,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9748,Female,21.0,1.52,69.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9749,Female,37.218161,1.605314,63.011645,yes,yes,2.801514,3.0,Sometimes,no,1.83412,yes,0.0,0.333673,Sometimes,Automobile,Overweight_Level_I 9750,Male,25.498751,1.76569,118.26569,yes,yes,2.654076,3.0,Sometimes,no,2.165605,no,1.072662,0.688293,Sometimes,Automobile,Obesity_Type_II 9751,Female,26.0,1.641132,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 9752,Female,25.920738,1.656504,102.083964,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.06582,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 9753,Male,21.0,1.84,60.0,no,yes,2.0,2.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9754,Female,21.682367,1.737056,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.967973,0.8324,Sometimes,Public_Transportation,Obesity_Type_III 9755,Female,23.0,1.67,57.0,no,yes,3.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Automobile,Normal_Weight 9756,Female,20.0,1.6,56.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9757,Female,22.038327,1.748584,54.166453,yes,yes,3.0,3.998766,Frequently,no,2.054072,no,1.666965,0.0,no,Public_Transportation,Insufficient_Weight 9758,Male,21.0,1.66,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9759,Male,29.891473,1.782722,105.037203,yes,yes,2.734314,3.0,Sometimes,no,1.042989,no,0.178856,0.555468,Sometimes,Automobile,Obesity_Type_I 9760,Female,21.0,1.62,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9761,Male,18.0,1.71889,52.058335,yes,yes,1.950742,3.0,Sometimes,no,2.0,no,0.129163,1.74992,Sometimes,Public_Transportation,Insufficient_Weight 9762,Male,21.0,1.701584,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9763,Female,22.422674,1.64037,44.641796,no,no,3.0,1.0,Frequently,no,2.305574,no,0.546402,0.0,no,Public_Transportation,Insufficient_Weight 9764,Male,29.429687,1.909105,129.232708,yes,yes,2.630137,3.0,Sometimes,no,1.336378,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9765,Female,17.0,1.57,51.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9766,Female,22.836315,1.751631,80.0,yes,yes,1.562804,3.0,Sometimes,no,2.0,no,2.892922,0.001096,Sometimes,Public_Transportation,Overweight_Level_I 9767,Male,18.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9768,Female,19.0,1.67891,49.039794,no,yes,1.950742,3.0,Sometimes,no,1.0,no,1.34139,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9769,Male,23.32471,1.697421,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.273882,Sometimes,Public_Transportation,Obesity_Type_I 9770,Female,21.147114,1.6,66.126964,yes,yes,2.104105,3.0,Sometimes,no,1.871033,no,0.926201,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9771,Female,27.0,1.640125,69.975607,yes,no,2.636719,3.0,Sometimes,no,1.619305,no,0.783336,1.0,no,Public_Transportation,Overweight_Level_II 9772,Male,21.0,1.62,68.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9773,Female,33.0,1.65,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 9774,Male,20.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9775,Female,31.0,1.68,73.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 9776,Male,30.710511,1.909188,129.157346,yes,yes,2.348745,3.0,Sometimes,no,2.825629,no,1.48809,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9777,Female,26.0,1.632193,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 9778,Male,23.0,1.706525,82.207978,yes,no,2.0,1.9154,Sometimes,no,1.992548,no,0.413643,1.358812,no,Public_Transportation,Overweight_Level_II 9779,Female,20.0,1.6,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 9780,Female,26.0,1.643892,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,0.01586,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 9781,Female,18.0,1.590317,50.173425,no,yes,2.0,3.0,Sometimes,no,1.859089,no,0.0,1.329237,Sometimes,Public_Transportation,Insufficient_Weight 9782,Male,25.717522,1.787379,115.382519,yes,yes,1.766849,3.0,Sometimes,no,2.117733,no,1.159598,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 9783,Female,18.53084,1.721854,52.0,no,yes,3.0,3.0,Sometimes,no,1.546856,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9784,Female,21.849705,1.71146,133.963349,yes,yes,3.0,3.0,Sometimes,no,1.246822,no,1.583832,0.947866,Sometimes,Public_Transportation,Obesity_Type_III 9785,Male,17.039058,1.799902,50.980968,no,yes,2.009952,3.0,Sometimes,no,1.549931,no,0.533309,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9786,Male,23.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 9787,Male,18.0,1.72,68.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 9788,Male,29.168856,1.739354,82.0,yes,yes,2.334474,3.0,Sometimes,no,1.483856,no,0.0,1.444532,Sometimes,Public_Transportation,Overweight_Level_II 9789,Female,21.0,1.507867,62.631382,yes,no,2.486189,1.0,Sometimes,no,2.0,no,1.680844,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9790,Female,25.783865,1.755142,114.133149,yes,yes,3.0,3.0,Sometimes,no,2.495944,no,0.075776,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 9791,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 9792,Female,21.682367,1.748106,133.472641,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.609938,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 9793,Female,40.466313,1.558045,77.205685,yes,yes,2.0,2.27374,Sometimes,no,1.955053,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9794,Female,25.908829,1.607734,102.305767,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 9795,Male,21.948577,1.818641,105.580491,yes,yes,2.0,3.0,Sometimes,no,2.721769,no,0.788585,1.836853,Sometimes,Public_Transportation,Obesity_Type_I 9796,Male,20.0,1.78,108.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9797,Female,20.378039,1.57856,65.0,yes,no,2.0,2.983201,Sometimes,no,2.452986,no,1.922234,1.358812,Sometimes,Public_Transportation,Overweight_Level_II 9798,Male,31.327609,1.754217,120.413119,yes,yes,2.393837,3.0,Sometimes,no,2.065817,no,0.87967,0.0,Sometimes,Automobile,Obesity_Type_II 9799,Male,20.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 9800,Male,26.699317,1.827279,120.647979,yes,yes,2.938616,3.0,Sometimes,no,2.175632,no,1.999897,0.957463,Sometimes,Public_Transportation,Obesity_Type_II 9801,Male,23.432227,1.774775,119.087557,yes,yes,1.882235,2.996834,Sometimes,no,2.0,no,1.247505,0.86374,Sometimes,Public_Transportation,Obesity_Type_II 9802,Female,20.924808,1.707508,128.856677,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.530925,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 9803,Female,29.0,1.66,60.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 9804,Male,25.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9805,Female,23.0,1.54,48.0,yes,no,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9806,Male,34.176795,1.756774,83.986895,yes,yes,2.067817,3.0,Sometimes,no,3.0,no,0.94141,0.0,no,Automobile,Overweight_Level_II 9807,Female,26.0,1.621245,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.610249,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 9808,Female,21.0,1.5,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 9809,Female,22.865018,1.633675,82.0,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9810,Male,18.0,1.78,65.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9811,Male,22.126325,1.792687,96.738014,yes,yes,2.0,2.650088,Sometimes,no,2.939847,no,2.236586,1.358163,no,Public_Transportation,Obesity_Type_I 9812,Male,23.455324,1.868127,120.613561,yes,yes,2.195964,3.0,Sometimes,no,2.846259,no,1.683497,0.178301,Sometimes,Public_Transportation,Obesity_Type_II 9813,Female,26.0,1.62456,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 9814,Male,37.955371,1.706343,91.363293,yes,yes,1.826885,1.865238,Sometimes,no,2.0,no,0.0,0.069367,Sometimes,Automobile,Overweight_Level_II 9815,Male,21.0,1.612556,69.463458,yes,yes,2.0,1.259628,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 9816,Female,23.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9817,Female,25.498751,1.668931,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.130079,no,0.061366,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 9818,Male,25.908431,1.811189,107.012256,yes,yes,2.0,3.0,Sometimes,no,2.617988,no,2.0,0.508848,Sometimes,Public_Transportation,Obesity_Type_I 9819,Female,20.217015,1.819728,153.959945,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.999773,0.630866,Sometimes,Public_Transportation,Obesity_Type_III 9820,Male,30.605225,1.793174,118.26569,yes,yes,2.252698,3.0,Sometimes,no,2.0,no,0.87967,1.335158,Sometimes,Automobile,Obesity_Type_II 9821,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.263551,no,0.552511,2.0,no,Public_Transportation,Overweight_Level_II 9822,Male,18.0,1.75,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Insufficient_Weight 9823,Female,21.0,1.67,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9824,Female,20.013906,1.65,88.026943,yes,yes,2.482575,3.0,Sometimes,no,1.0,no,1.67036,1.283673,no,Public_Transportation,Obesity_Type_I 9825,Male,25.524336,1.86516,117.631707,yes,yes,1.421656,3.0,Sometimes,no,2.043703,no,1.083572,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 9826,Male,21.0,1.69,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9827,Male,21.0,1.78,64.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9828,Male,27.899784,1.854162,121.82962,yes,yes,2.910733,3.0,Sometimes,no,1.0,no,1.879818,0.969085,Sometimes,Public_Transportation,Obesity_Type_II 9829,Male,29.620095,1.84342,112.256165,yes,yes,2.046651,3.0,Sometimes,no,1.954968,no,0.0,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 9830,Male,26.684354,1.77558,118.332966,yes,yes,2.619835,3.0,Sometimes,no,2.357969,no,1.289421,0.857438,Sometimes,Public_Transportation,Obesity_Type_II 9831,Female,42.31607,1.537066,81.022119,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 9832,Female,21.721507,1.788459,75.816864,yes,yes,2.92416,3.747163,Sometimes,no,1.81786,no,0.843709,0.914492,Sometimes,Public_Transportation,Overweight_Level_I 9833,Male,17.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9834,Female,26.0,1.670635,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.276592,Sometimes,Public_Transportation,Obesity_Type_III 9835,Male,34.0,1.7,84.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Walking,Overweight_Level_II 9836,Female,23.0,1.55,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9837,Male,22.976188,1.86714,121.835883,yes,yes,2.842102,2.604998,Sometimes,no,1.859089,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9838,Male,17.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9839,Male,25.289428,1.764138,113.90198,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.525384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9840,Male,28.363149,1.661715,89.991671,yes,yes,1.473088,2.989791,Sometimes,no,1.959777,no,0.0,0.504176,Sometimes,Automobile,Obesity_Type_I 9841,Female,20.101026,1.71146,131.567481,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.847802,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 9842,Female,25.523127,1.608808,104.97003,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.0,0.486558,Sometimes,Public_Transportation,Obesity_Type_III 9843,Male,18.0,1.76,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 9844,Male,19.0,1.72,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 9845,Female,17.203917,1.930416,49.676046,no,yes,1.078719,3.60885,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9846,Male,25.062942,1.747739,112.875283,yes,yes,2.869436,3.0,Sometimes,no,2.0,no,1.166064,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 9847,Male,23.252906,1.772731,116.893105,yes,yes,1.397468,3.0,Sometimes,no,2.0,no,1.07672,0.696948,Sometimes,Public_Transportation,Obesity_Type_II 9848,Female,18.0,1.622397,82.0,yes,yes,1.812283,1.0,Sometimes,no,2.0,no,0.0,1.110222,no,Public_Transportation,Obesity_Type_I 9849,Male,31.755387,1.75,119.205308,yes,yes,2.21965,3.0,Sometimes,no,2.165408,no,0.973864,0.0,Sometimes,Automobile,Obesity_Type_II 9850,Male,22.908879,1.730199,96.303855,yes,yes,2.0,1.049534,Sometimes,no,2.0,no,0.0,1.74288,Sometimes,Public_Transportation,Obesity_Type_I 9851,Male,33.0,1.7,97.58826,yes,yes,1.853314,1.271624,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9852,Male,21.0,1.65,68.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9853,Male,52.0,1.6,98.0,yes,no,2.0,3.0,Sometimes,yes,2.0,no,0.0,2.0,no,Automobile,Obesity_Type_I 9854,Female,17.580627,1.751365,57.790381,yes,yes,1.871213,3.914454,Sometimes,no,2.0,no,2.0,1.875023,no,Automobile,Insufficient_Weight 9855,Male,24.05331,1.872561,121.284533,yes,yes,2.630137,2.658837,Sometimes,no,2.640483,no,1.296535,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9856,Female,25.139466,1.62439,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 9857,Male,20.153026,1.75655,69.242354,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9858,Female,18.0,1.7,50.0,no,yes,1.031149,3.0,Frequently,no,1.0,no,0.028202,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9859,Female,20.089969,1.801983,151.278532,yes,yes,3.0,3.0,Sometimes,no,2.322003,no,1.078719,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 9860,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9861,Female,39.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 9862,Female,23.0,1.57,57.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9863,Female,19.773303,1.602082,45.0,no,no,3.0,3.0,Frequently,no,2.875583,yes,1.269169,0.0,Sometimes,Public_Transportation,Insufficient_Weight 9864,Female,21.572114,1.734092,132.259033,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,1.427037,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 9865,Female,26.0,1.62495,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 9866,Female,18.0,1.65,78.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9867,Male,30.638944,1.703317,102.233445,yes,yes,2.919526,2.120936,Sometimes,no,1.0,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9868,Male,23.32012,1.84995,121.253083,yes,yes,3.0,2.567567,Sometimes,no,2.041536,no,0.577063,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9869,Male,23.0,1.74,75.0,no,no,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 9870,Male,24.657598,1.750085,117.792268,yes,yes,2.907062,3.0,Sometimes,no,2.0,no,0.87967,0.0,no,Public_Transportation,Obesity_Type_II 9871,Male,34.204408,1.782269,93.638318,yes,yes,2.0,1.80993,Sometimes,no,2.326635,no,0.0,0.36216,Sometimes,Automobile,Overweight_Level_II 9872,Male,26.225442,1.829529,118.436166,yes,yes,2.443538,3.0,Sometimes,no,2.111913,no,0.747528,0.543118,Sometimes,Public_Transportation,Obesity_Type_II 9873,Male,31.36347,1.868923,129.466541,yes,yes,2.813775,3.0,Sometimes,yes,2.929123,no,0.946461,0.276806,Sometimes,Public_Transportation,Obesity_Type_II 9874,Male,18.0,1.8,86.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9875,Female,21.28253,1.745602,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,1.318743,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 9876,Female,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9877,Female,21.051982,1.7456,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,1.445148,0.874935,Sometimes,Public_Transportation,Obesity_Type_III 9878,Female,40.50021,1.562889,77.354744,yes,yes,2.317459,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9879,Male,21.0,1.709585,75.0,yes,yes,2.0,3.0,Sometimes,no,1.081597,no,1.898889,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9880,Male,21.0,1.72,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9881,Male,22.596576,1.636592,82.0,yes,yes,1.303878,3.0,Sometimes,no,2.0,no,0.288032,2.0,Sometimes,Public_Transportation,Obesity_Type_I 9882,Male,21.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9883,Male,25.314163,1.76003,113.097656,yes,yes,1.585183,3.0,Sometimes,no,2.495961,no,1.541072,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 9884,Male,31.630054,1.76714,120.60094,yes,yes,2.501224,2.9796,Sometimes,no,2.003563,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 9885,Male,22.815416,1.716289,94.094184,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 9886,Female,18.988581,1.741925,129.991623,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.584716,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 9887,Male,22.771612,1.750384,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 9888,Female,18.0,1.77,76.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 9889,Female,40.0,1.51,79.843221,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 9890,Male,21.0,1.62,42.0,no,no,2.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9891,Female,17.412629,1.768435,49.650897,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 9892,Female,23.0,1.6,51.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9893,Male,33.100581,1.761519,113.714521,yes,yes,2.72989,3.0,Sometimes,no,2.044694,no,0.458981,0.516084,Sometimes,Automobile,Obesity_Type_II 9894,Male,21.0,1.66,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9895,Female,21.721507,1.763987,133.689352,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.44287,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 9896,Female,18.0,1.61,64.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 9897,Male,32.501143,1.661277,83.1011,yes,yes,2.9673,2.9774,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 9898,Female,17.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 9899,Female,18.0,1.65,82.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 9900,Female,16.30687,1.6,65.062945,yes,yes,2.753752,3.0,Sometimes,no,2.452986,yes,0.428173,0.128895,Sometimes,Public_Transportation,Overweight_Level_I 9901,Female,18.0,1.53,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9902,Female,19.0,1.56,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 9903,Male,18.0,1.8,91.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9904,Female,21.0,1.62,66.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9905,Female,25.795187,1.669039,104.593929,yes,yes,3.0,3.0,Sometimes,no,1.554925,no,0.210351,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 9906,Female,23.0,1.55,50.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 9907,Male,18.721041,1.758959,55.695036,yes,yes,2.0,3.0,Sometimes,no,2.077704,no,2.0,1.946173,no,Public_Transportation,Insufficient_Weight 9908,Female,19.749627,1.547066,49.839685,no,yes,1.522001,3.832911,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9909,Male,22.771612,1.7,98.572753,yes,yes,2.918113,2.650088,Sometimes,no,2.0,no,0.0,1.73107,no,Public_Transportation,Obesity_Type_I 9910,Female,30.958957,1.55,62.877347,no,yes,2.247795,2.98212,Sometimes,no,2.495944,no,0.0,0.3352,Sometimes,Public_Transportation,Overweight_Level_I 9911,Male,27.0,1.79,72.0,no,no,3.0,3.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9912,Male,28.986237,1.784994,113.714521,yes,yes,2.232836,3.0,Sometimes,no,2.104264,no,0.784216,0.714701,Sometimes,Automobile,Obesity_Type_II 9913,Male,33.0,1.7,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 9914,Female,25.968792,1.632896,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 9915,Male,23.0,1.78,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9916,Male,30.722801,1.627812,108.019211,yes,yes,2.918113,3.0,Sometimes,no,1.0,no,0.0,0.26579,Sometimes,Automobile,Obesity_Type_II 9917,Female,21.0,1.6,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9918,Male,30.577944,1.783914,120.613561,yes,yes,2.336044,3.0,Sometimes,no,2.299878,no,1.98448,0.0,Sometimes,Automobile,Obesity_Type_II 9919,Male,23.0,1.683502,97.58826,yes,yes,2.0,3.0,Sometimes,no,2.939847,no,2.697949,0.0,no,Public_Transportation,Obesity_Type_I 9920,Male,19.789291,1.67805,79.621463,no,no,2.0,1.894384,Sometimes,no,1.990517,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 9921,Female,20.323767,1.744733,43.087508,no,yes,3.0,3.0,Frequently,no,1.0,no,2.392047,1.581703,Sometimes,Public_Transportation,Insufficient_Weight 9922,Female,21.568951,1.64187,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.989389,no,1.536555,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 9923,Male,40.993179,1.75,117.792268,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.967627,0.0,Sometimes,Automobile,Obesity_Type_II 9924,Male,20.0,1.65,60.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9925,Female,21.572114,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.46046,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 9926,Female,21.682636,1.730199,135.346677,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.467863,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 9927,Female,21.521294,1.579561,43.087508,no,no,2.00876,1.73762,Frequently,no,1.738959,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 9928,Male,20.975973,1.805445,85.0,yes,yes,2.111887,3.0,Sometimes,no,2.851904,no,0.753782,0.413752,Sometimes,Public_Transportation,Overweight_Level_I 9929,Female,39.371523,1.67805,77.224574,yes,yes,2.0,3.0,Sometimes,no,1.029798,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9930,Female,25.498751,1.626449,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 9931,Male,32.269912,1.772929,83.0,yes,yes,2.913486,2.989791,Sometimes,no,1.0,no,1.729987,0.890527,Frequently,Automobile,Overweight_Level_II 9932,Female,23.0,1.56,50.0,no,no,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 9933,Male,18.094079,1.753471,80.037202,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.847761,0.735868,no,Public_Transportation,Overweight_Level_I 9934,Male,29.0,1.75,112.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 9935,Male,20.0,1.72,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 9936,Male,22.0,1.7,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 9937,Female,20.0,1.62,66.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Overweight_Level_I 9938,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9939,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9940,Female,21.051107,1.733383,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.2751,no,1.68249,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 9941,Female,22.908879,1.624367,82.130728,yes,yes,1.834155,2.644692,Sometimes,no,2.017712,no,1.236114,0.330457,no,Public_Transportation,Obesity_Type_I 9942,Female,26.0,1.62439,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 9943,Female,19.084967,1.555778,42.0,no,no,3.0,1.0,Frequently,no,1.438398,no,0.0,0.513427,Sometimes,Public_Transportation,Insufficient_Weight 9944,Male,26.740655,1.84998,121.284533,yes,yes,2.347942,2.992606,Sometimes,no,2.041536,no,0.883542,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9945,Male,33.0816,1.679306,73.91692,yes,no,2.0,3.728377,Sometimes,no,2.452986,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 9946,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 9947,Female,21.0,1.63,60.0,no,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 9948,Male,33.864257,1.677178,83.016968,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.691369,0.0,no,Automobile,Overweight_Level_II 9949,Male,21.027662,1.708071,75.0,yes,yes,2.714447,3.0,Sometimes,no,1.615548,no,0.783676,0.0,Sometimes,Public_Transportation,Overweight_Level_I 9950,Female,26.0,1.643421,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.722276,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 9951,Female,18.0,1.723328,50.165754,no,yes,3.0,3.0,Sometimes,no,2.654078,no,1.201403,1.978043,Sometimes,Public_Transportation,Insufficient_Weight 9952,Female,47.124717,1.691206,77.956921,yes,yes,2.535154,2.977543,Sometimes,no,1.639807,no,1.910577,0.0,no,Automobile,Overweight_Level_II 9953,Female,19.407204,1.523426,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.096576,Sometimes,Public_Transportation,Insufficient_Weight 9954,Female,20.406066,1.529834,65.140408,yes,yes,2.0,3.0,Sometimes,no,1.947935,no,0.973465,1.253311,Sometimes,Public_Transportation,Obesity_Type_I 9955,Male,21.620245,1.784049,105.195529,yes,yes,2.735297,3.0,Sometimes,no,2.0,no,0.813917,0.315261,Sometimes,Public_Transportation,Obesity_Type_I 9956,Female,26.0,1.623514,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.071028,Sometimes,Public_Transportation,Obesity_Type_III 9957,Female,18.0,1.56,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9958,Male,17.0,1.77,97.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,no,Automobile,Obesity_Type_I 9959,Male,31.199261,1.810215,125.077863,yes,yes,2.49619,3.0,Sometimes,yes,1.662117,no,0.992371,0.500936,Sometimes,Public_Transportation,Obesity_Type_II 9960,Male,22.0,1.7,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9961,Male,18.0,1.807538,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.15804,2.0,Sometimes,Public_Transportation,Obesity_Type_I 9962,Female,23.0,1.6,58.0,no,yes,2.0,4.0,Always,no,2.0,no,3.0,2.0,no,Walking,Normal_Weight 9963,Male,19.0,1.74,76.0,yes,no,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9964,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 9965,Female,26.0,1.621245,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 9966,Female,21.682636,1.748524,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,1.48372,0.921136,Sometimes,Public_Transportation,Obesity_Type_III 9967,Male,22.0,1.673394,51.442293,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.59257,no,Public_Transportation,Insufficient_Weight 9968,Female,18.20634,1.802257,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,1.783138,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 9969,Female,25.918524,1.589829,102.093223,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.010183,1.0,Sometimes,Public_Transportation,Obesity_Type_III 9970,Male,18.0,1.8,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 9971,Male,32.867331,1.64187,102.134646,yes,yes,2.974006,1.79558,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_II 9972,Female,25.951737,1.626449,105.482662,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,0.001086,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 9973,Male,24.001685,1.65,100.84763,yes,yes,2.0,1.001542,Sometimes,no,1.003563,no,0.001297,1.0,no,Public_Transportation,Obesity_Type_II 9974,Female,26.0,1.611452,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.020313,no,0.030541,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 9975,Female,18.0,1.62,48.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9976,Male,38.692265,1.75015,118.206565,yes,yes,2.598051,3.0,Sometimes,no,2.079131,no,0.598655,1.97117,Sometimes,Automobile,Obesity_Type_II 9977,Female,37.0,1.57,76.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9978,Male,23.0,1.77,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 9979,Female,19.637947,1.780731,49.980968,no,yes,2.929889,3.0,Sometimes,no,1.876915,no,0.445238,1.0,Sometimes,Public_Transportation,Overweight_Level_I 9980,Female,21.0,1.59,60.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 9981,Female,21.680123,1.666194,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.887909,no,1.419473,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 9982,Female,38.542937,1.567915,79.58958,yes,yes,2.0,3.0,Sometimes,no,1.774778,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 9983,Female,23.0,1.718845,83.952968,yes,yes,2.0,3.0,Sometimes,no,2.079353,no,2.011477,0.0,no,Public_Transportation,Obesity_Type_I 9984,Female,26.0,1.631456,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 9985,Female,23.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 9986,Male,18.0,1.788239,51.607091,yes,yes,2.0,3.0,Sometimes,no,2.453384,no,1.066101,1.0,no,Public_Transportation,Insufficient_Weight 9987,Female,24.693108,1.667383,113.234349,yes,yes,3.0,3.0,Sometimes,no,2.887909,no,0.312923,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 9988,Female,26.0,1.628855,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 9989,Female,26.0,1.641918,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 9990,Female,21.618246,1.622397,82.0,yes,yes,1.901611,3.0,Sometimes,no,2.0,no,0.0,0.276319,no,Public_Transportation,Obesity_Type_I 9991,Male,33.174147,1.794827,120.919703,yes,yes,2.979383,2.749334,Sometimes,no,2.364849,no,0.941424,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 9992,Male,23.469538,1.839941,120.898397,yes,yes,2.9673,3.0,Sometimes,no,2.141271,no,1.629432,0.0,Sometimes,Public_Transportation,Obesity_Type_II 9993,Male,17.0,1.8,58.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 9994,Male,18.0,1.75,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 9995,Male,23.096353,1.819867,105.428628,yes,yes,2.0,3.0,Sometimes,no,2.745242,no,0.069238,0.069367,Sometimes,Public_Transportation,Obesity_Type_I 9996,Male,22.884722,1.806947,105.696358,yes,yes,2.044326,3.0,Sometimes,no,2.35818,no,0.0,0.335158,Sometimes,Public_Transportation,Obesity_Type_I 9997,Male,18.0,1.68,68.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 9998,Male,25.920738,1.823755,118.669906,yes,yes,2.348745,3.0,Sometimes,no,2.247979,no,1.166064,1.89933,Sometimes,Public_Transportation,Obesity_Type_II 9999,Female,26.0,1.641132,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 10000,Female,18.297229,1.622787,69.975607,yes,yes,2.0,1.999014,Sometimes,no,2.326165,no,1.0,0.393358,Sometimes,Public_Transportation,Overweight_Level_I 10001,Female,20.254534,1.569234,41.324558,no,yes,2.594653,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10002,Female,19.314429,1.600905,45.0,no,no,3.0,3.0,Sometimes,no,2.444125,yes,1.723934,0.887388,Sometimes,Public_Transportation,Insufficient_Weight 10003,Male,21.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10004,Female,26.0,1.641098,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 10005,Male,25.139466,1.699793,113.089716,yes,yes,2.568063,3.0,Sometimes,no,2.173417,no,0.451078,1.08266,Sometimes,Public_Transportation,Obesity_Type_II 10006,Female,20.534606,1.735461,130.927138,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,1.46046,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 10007,Male,17.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 10008,Male,22.177099,1.773656,105.000276,yes,yes,2.0,1.0,Sometimes,no,2.616285,no,0.349371,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10009,Female,25.908829,1.629442,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.357969,no,0.108948,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 10010,Male,22.0,1.7,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 10011,Male,25.991194,1.755938,116.102615,yes,yes,1.853314,3.0,Sometimes,no,2.0,no,1.866023,0.739006,Sometimes,Public_Transportation,Obesity_Type_II 10012,Female,26.0,1.638836,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 10013,Male,20.0,1.7,83.0,no,yes,3.0,3.0,Frequently,no,3.0,no,3.0,2.0,no,Public_Transportation,Overweight_Level_II 10014,Female,20.0,1.52,53.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10015,Female,21.084938,1.667852,67.999778,yes,yes,2.0,3.0,Sometimes,no,2.011023,no,1.02975,0.70778,Sometimes,Public_Transportation,Overweight_Level_I 10016,Male,18.0,1.7,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10017,Male,25.822348,1.829142,114.254278,yes,yes,2.159033,3.0,Sometimes,no,2.136159,no,1.110215,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 10018,Female,25.470652,1.726606,104.807284,yes,yes,3.0,3.0,Sometimes,no,1.693362,no,0.001015,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 10019,Male,28.421533,1.854162,107.649916,yes,yes,2.0,2.991671,Sometimes,no,2.205911,no,1.17116,1.425903,Sometimes,Public_Transportation,Obesity_Type_II 10020,Female,26.0,1.644141,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 10021,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10022,Male,33.270448,1.712905,83.568035,yes,yes,2.0,2.73762,Sometimes,no,2.0,no,2.274248,0.676557,Sometimes,Automobile,Overweight_Level_II 10023,Female,33.0,1.68,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 10024,Male,21.0,1.72,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10025,Male,41.958055,1.780731,81.650778,yes,yes,2.129969,1.873484,Sometimes,no,2.0,no,0.0,0.271024,Frequently,Automobile,Overweight_Level_II 10026,Female,26.0,1.639524,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 10027,Male,18.0,1.72,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10028,Female,21.028989,1.755476,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.48372,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 10029,Male,23.335391,1.708742,83.337721,yes,yes,2.0,2.737571,Sometimes,no,2.115967,no,0.876101,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10030,Female,21.238416,1.738397,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.467863,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 10031,Female,22.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 10032,Male,20.979254,1.914186,89.868784,yes,yes,2.262171,3.987707,Sometimes,no,2.229145,no,0.68183,0.03921,Sometimes,Public_Transportation,Overweight_Level_I 10033,Female,26.0,1.639524,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 10034,Female,23.252906,1.569878,78.055968,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.897702,2.0,no,Public_Transportation,Obesity_Type_I 10035,Male,22.18881,1.650052,95.285898,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,1.609801,1.0,no,Public_Transportation,Obesity_Type_I 10036,Female,21.0,1.58,57.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10037,Female,25.930376,1.71582,112.95611,yes,yes,3.0,3.0,Sometimes,no,2.738485,no,0.037202,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 10038,Female,26.0,1.64639,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.097234,Sometimes,Public_Transportation,Obesity_Type_III 10039,Female,26.0,1.621167,105.69053,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 10040,Female,23.426036,1.75655,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.485978,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 10041,Female,20.0,1.61,65.0,no,yes,1.0,3.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10042,Female,26.0,1.626503,105.496975,yes,yes,3.0,3.0,Sometimes,no,2.818893,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 10043,Male,23.0,1.879144,105.037203,yes,yes,2.052152,3.0,Sometimes,no,2.03415,no,1.998047,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 10044,Male,24.0,1.7,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 10045,Male,18.0,1.75,76.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 10046,Female,17.0,1.6,65.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 10047,Male,21.0,1.69,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 10048,Male,27.0,1.71,82.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 10049,Male,26.0,1.7,68.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 10050,Male,23.0,1.771817,104.947703,yes,yes,2.585942,3.0,Sometimes,no,2.042073,no,0.578074,1.80931,no,Public_Transportation,Obesity_Type_I 10051,Male,18.0,1.85,60.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10052,Female,17.0,1.63,58.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10053,Male,23.329344,1.879144,121.065052,yes,yes,2.396265,2.938902,Sometimes,no,1.751631,no,0.94224,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10054,Female,21.412434,1.742113,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,1.536555,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 10055,Male,24.284833,1.824901,120.805715,yes,yes,2.225149,3.0,Sometimes,no,2.357969,no,0.925941,0.393838,Sometimes,Public_Transportation,Obesity_Type_II 10056,Female,26.0,1.640745,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 10057,Female,25.994746,1.641601,104.854928,yes,yes,3.0,3.0,Sometimes,no,1.622638,no,0.162279,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 10058,Male,24.63474,1.872517,121.244969,yes,yes,3.0,2.695396,Sometimes,no,2.960088,no,0.975187,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10059,Female,18.0,1.7,51.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10060,Female,21.0,1.64,64.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10061,Female,18.0,1.57,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10062,Female,19.0,1.62,70.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10063,Female,18.424941,1.633794,85.803809,yes,yes,2.0,3.0,Sometimes,no,2.348981,no,1.464674,1.329237,Sometimes,Public_Transportation,Obesity_Type_I 10064,Male,31.264628,1.694439,89.667406,yes,yes,2.0,2.842848,Sometimes,no,1.15031,no,0.417724,0.0,Sometimes,Automobile,Overweight_Level_II 10065,Female,19.749627,1.719342,49.932199,no,yes,2.002784,3.0,Sometimes,no,2.0,no,2.690756,1.59257,Sometimes,Public_Transportation,Insufficient_Weight 10066,Male,18.0,1.843172,59.619485,yes,yes,2.85916,3.263201,Sometimes,no,2.328331,no,2.0,0.140792,Sometimes,Automobile,Insufficient_Weight 10067,Female,26.0,1.630927,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 10068,Male,18.0,1.845399,60.0,no,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 10069,Female,37.056193,1.556028,77.601483,yes,yes,2.0,2.77684,Sometimes,no,1.292786,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10070,Male,24.408805,1.75,120.0,yes,yes,2.923433,3.0,Sometimes,no,2.879402,no,0.827502,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10071,Male,19.0,1.69,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10072,Female,31.441044,1.649867,71.788181,yes,yes,2.971574,3.0,Sometimes,no,2.825629,no,0.467562,0.0,no,Automobile,Overweight_Level_I 10073,Male,18.0,1.845399,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.085388,0.42954,no,Public_Transportation,Overweight_Level_I 10074,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 10075,Male,23.237302,1.733439,97.911865,yes,yes,2.0,3.0,Sometimes,no,1.927976,no,1.73234,1.0,no,Public_Transportation,Obesity_Type_I 10076,Male,25.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10077,Male,21.012569,1.75,115.828167,yes,yes,2.0,1.854536,Sometimes,no,2.0,no,1.196368,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10078,Female,17.0,1.675612,56.265959,yes,yes,2.592247,3.092116,Sometimes,no,2.0,no,0.244749,0.121992,no,Automobile,Insufficient_Weight 10079,Male,33.049121,1.705617,83.001642,yes,yes,2.0,1.171027,Sometimes,no,2.0,no,2.300282,0.0,no,Automobile,Overweight_Level_II 10080,Female,19.955257,1.559567,42.0,no,no,3.0,1.0,Frequently,no,1.965237,yes,1.37467,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10081,Female,26.0,1.622397,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.22183,Sometimes,Public_Transportation,Obesity_Type_III 10082,Female,22.771612,1.605469,82.0,yes,yes,1.188089,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 10083,Female,20.0,1.63,63.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Motorbike,Normal_Weight 10084,Female,22.909992,1.705304,82.0,yes,yes,2.0,3.0,Sometimes,no,2.104337,no,0.092344,0.0,no,Public_Transportation,Obesity_Type_I 10085,Male,23.0,1.717037,80.400306,yes,yes,2.0,3.0,Sometimes,no,1.146595,no,0.425621,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10086,Male,22.038327,1.766888,51.132809,yes,yes,2.708965,3.0,Frequently,no,1.253803,no,1.217993,1.0,no,Public_Transportation,Insufficient_Weight 10087,Male,24.001685,1.606066,99.540122,yes,yes,2.919526,2.937989,Sometimes,no,1.0,no,1.076926,0.0,no,Public_Transportation,Obesity_Type_II 10088,Male,30.79626,1.792833,120.8158,yes,yes,2.734314,3.0,Sometimes,no,2.173279,no,0.788585,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 10089,Male,30.577343,1.796332,109.411622,yes,yes,2.475892,3.0,Sometimes,no,1.619305,no,1.858554,0.0,no,Automobile,Obesity_Type_II 10090,Male,34.044229,1.761068,84.315608,yes,yes,2.0,2.893778,Sometimes,no,2.035954,no,0.874643,1.441605,Sometimes,Automobile,Overweight_Level_II 10091,Male,37.084742,1.75,118.07381,yes,yes,2.219186,3.0,Sometimes,no,2.008361,no,0.202029,0.0,Sometimes,Automobile,Obesity_Type_II 10092,Male,18.0,1.787733,108.019211,yes,yes,2.0,2.13229,Sometimes,no,2.616138,no,0.057758,1.0,no,Public_Transportation,Obesity_Type_I 10093,Male,20.0,1.69,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10094,Female,19.0,1.59,42.0,yes,no,3.0,1.0,Frequently,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 10095,Male,21.077356,1.706525,98.579156,yes,yes,2.0,2.976098,Sometimes,no,2.0,no,0.0,1.541455,no,Public_Transportation,Obesity_Type_I 10096,Male,18.0,1.845399,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10097,Male,23.0,1.74,68.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10098,Female,16.0,1.6,50.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10099,Male,23.0,1.75,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10100,Male,21.0,1.64,53.0,yes,no,1.0,3.0,Sometimes,no,3.0,yes,2.0,1.0,Sometimes,Automobile,Normal_Weight 10101,Female,19.0,1.55,48.0,yes,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10102,Female,20.074449,1.730333,132.8071,yes,yes,3.0,3.0,Sometimes,no,1.387531,no,1.699056,0.842173,Sometimes,Public_Transportation,Obesity_Type_III 10103,Female,25.918524,1.641601,104.758713,yes,yes,3.0,3.0,Sometimes,no,1.610472,no,0.24629,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 10104,Male,19.0,1.8,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10105,Male,23.0,1.787787,90.0,yes,yes,2.0,1.656588,Sometimes,no,2.0,no,0.0,1.946173,no,Public_Transportation,Obesity_Type_I 10106,Male,20.0,1.75,53.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10107,Male,17.203917,1.717775,85.0,yes,yes,2.0,2.692889,Sometimes,no,2.0,no,2.721646,0.678618,Sometimes,Public_Transportation,Overweight_Level_II 10108,Female,18.011903,1.755427,80.0,yes,yes,2.048582,1.508685,Sometimes,no,2.0,yes,1.066241,0.207922,no,Public_Transportation,Overweight_Level_I 10109,Female,43.510672,1.579561,77.601483,yes,yes,2.0,3.0,Sometimes,no,1.084442,no,0.0,0.0,no,Automobile,Obesity_Type_I 10110,Male,23.432227,1.823765,90.0,yes,yes,2.0,2.6648,Sometimes,no,1.999278,no,0.32896,1.966181,Sometimes,Public_Transportation,Overweight_Level_II 10111,Male,19.0,1.7,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10112,Female,25.0,1.67,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10113,Male,20.803186,1.775584,103.605896,yes,yes,2.927409,3.0,Sometimes,no,1.163264,no,1.866023,0.0,no,Public_Transportation,Obesity_Type_I 10114,Female,21.0,1.59,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10115,Female,16.30687,1.611239,67.939653,yes,yes,1.620845,2.044035,Sometimes,no,2.553198,yes,0.926201,1.376124,Sometimes,Public_Transportation,Overweight_Level_I 10116,Male,21.0,1.76,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10117,Male,21.0,1.62,69.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10118,Female,17.0,1.8,87.0,no,yes,3.0,4.0,Frequently,no,1.0,yes,1.0,1.0,Sometimes,Walking,Normal_Weight 10119,Female,20.217015,1.680218,126.490236,yes,yes,3.0,3.0,Sometimes,no,1.491268,no,1.577824,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 10120,Female,20.0,1.67,56.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10121,Female,18.0,1.7,78.0,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 10122,Female,18.112503,1.742364,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.683497,0.248218,Sometimes,Public_Transportation,Obesity_Type_III 10123,Female,18.0,1.62,82.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10124,Female,26.0,1.632983,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.659419,no,0.0,0.442456,Sometimes,Public_Transportation,Obesity_Type_III 10125,Male,23.0,1.606474,94.189167,yes,yes,2.0,2.812283,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 10126,Male,24.443011,1.785957,104.988925,yes,yes,2.85916,1.116401,Sometimes,no,2.535629,no,0.112454,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10127,Female,21.0,1.63,45.0,no,no,2.0,3.0,Always,no,2.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 10128,Female,24.0,1.63,64.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10129,Female,21.0,1.6,56.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10130,Female,31.0,1.65,82.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 10131,Male,24.473062,1.722884,83.337721,yes,yes,2.0,2.698883,Sometimes,no,2.0,no,0.455216,0.739006,Sometimes,Public_Transportation,Overweight_Level_II 10132,Female,37.218161,1.552648,77.74518,yes,yes,2.0,1.0,Sometimes,no,1.199517,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10133,Female,38.0,1.6,78.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 10134,Male,21.0,1.76,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10135,Male,22.052152,1.771837,114.004832,yes,yes,2.0,3.0,Sometimes,no,2.002495,no,1.293665,0.228598,Sometimes,Public_Transportation,Obesity_Type_II 10136,Female,24.291205,1.65757,113.90198,yes,yes,3.0,3.0,Sometimes,no,2.939492,no,0.0,0.880414,Sometimes,Public_Transportation,Obesity_Type_III 10137,Female,19.126145,1.716521,154.618446,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.427037,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 10138,Female,21.0,1.59,52.0,no,no,2.0,1.0,Always,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10139,Male,24.0,1.65,100.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 10140,Female,20.871667,1.80671,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.999897,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 10141,Female,21.0,1.7,49.0,no,no,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 10142,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10143,Female,19.0,1.6,45.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10144,Male,26.957645,1.848553,120.901591,yes,yes,2.956297,3.0,Sometimes,no,2.715572,no,1.838881,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 10145,Male,20.0,1.76,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10146,Female,21.682367,1.708581,131.567481,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,1.699592,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 10147,Male,21.0,1.62,70.0,no,no,3.0,1.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10148,Female,20.738469,1.688025,129.852531,yes,yes,3.0,3.0,Sometimes,no,1.295436,no,1.502711,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 10149,Male,30.717727,1.77558,126.418413,yes,yes,2.927187,3.0,Sometimes,yes,1.810738,no,0.906843,1.339232,Sometimes,Public_Transportation,Obesity_Type_II 10150,Male,21.322097,1.71266,98.66176,yes,yes,2.0,2.970675,Sometimes,no,2.0,no,2.39207,1.604608,no,Public_Transportation,Obesity_Type_I 10151,Male,20.0,1.69,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10152,Female,18.0,1.65,58.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10153,Female,26.0,1.632193,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.133523,Sometimes,Public_Transportation,Obesity_Type_III 10154,Male,31.783524,1.836592,92.508122,yes,yes,2.0,2.604998,Sometimes,no,1.146595,no,1.992719,0.153669,Sometimes,Automobile,Overweight_Level_II 10155,Female,25.907833,1.611452,102.320437,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.162083,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 10156,Female,21.856301,1.64456,88.119139,yes,yes,2.0,1.000283,Sometimes,no,1.0,no,0.092344,1.556052,no,Public_Transportation,Obesity_Type_I 10157,Female,21.928973,1.64456,49.65727,yes,yes,1.344854,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10158,Female,18.532826,1.746516,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.68249,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 10159,Female,26.0,1.632193,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 10160,Female,23.32471,1.680489,121.684311,yes,yes,3.0,3.0,Sometimes,no,1.440629,no,0.923428,0.923082,Sometimes,Public_Transportation,Obesity_Type_III 10161,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_II 10162,Female,19.374207,1.640426,45.0,no,yes,3.0,3.0,Sometimes,no,2.406541,yes,1.580263,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10163,Female,26.0,1.633195,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 10164,Female,26.0,1.633945,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 10165,Female,21.0,1.746516,50.0,no,no,3.0,3.0,Frequently,no,2.691584,no,0.520407,0.0,no,Public_Transportation,Insufficient_Weight 10166,Female,25.968792,1.621231,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.02112,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 10167,Male,21.0,1.7,80.0,yes,no,2.0,3.0,Always,no,3.0,no,1.0,1.0,no,Walking,Obesity_Type_I 10168,Male,20.0,1.758539,53.783977,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.587743,2.0,no,Public_Transportation,Insufficient_Weight 10169,Female,20.0,1.62,48.0,no,no,3.0,3.0,no,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10170,Male,21.0,1.74,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10171,Female,22.754646,1.739991,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.408177,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 10172,Female,26.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10173,Male,22.0,1.8,72.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10174,Male,20.0,1.65,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10175,Male,27.14823,1.741413,78.01388,yes,yes,2.580872,3.0,Sometimes,no,2.181057,no,0.916478,0.990741,Sometimes,Automobile,Overweight_Level_I 10176,Male,22.0,1.85,125.0,yes,yes,2.0,3.0,Frequently,yes,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10177,Male,30.613586,1.699354,103.189532,yes,yes,2.39728,1.116401,Sometimes,no,1.0,no,0.115369,0.714701,no,Public_Transportation,Obesity_Type_II 10178,Male,23.712641,1.779049,121.82962,yes,yes,2.300408,2.725012,Sometimes,no,2.435489,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10179,Male,22.851773,1.779547,116.594351,yes,yes,2.065752,2.831771,Sometimes,no,2.0,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10180,Female,25.986368,1.633442,109.599453,yes,yes,3.0,3.0,Sometimes,no,1.626467,no,0.061366,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 10181,Male,22.362877,1.725587,82.368441,yes,yes,2.619835,2.806566,Sometimes,no,2.313245,no,2.146778,0.196084,Sometimes,Public_Transportation,Overweight_Level_II 10182,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Automobile,Overweight_Level_I 10183,Female,25.97731,1.603404,105.031908,yes,yes,3.0,3.0,Sometimes,no,1.711666,no,0.027101,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 10184,Female,33.0,1.65,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 10185,Male,23.0,1.7,72.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Walking,Normal_Weight 10186,Male,21.0,1.72,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10187,Female,19.506389,1.569234,64.814109,yes,no,1.989905,3.34175,Sometimes,no,2.0,no,0.966973,1.426103,no,Public_Transportation,Overweight_Level_II 10188,Male,27.558801,1.879144,128.289828,yes,yes,2.750715,3.0,Sometimes,no,2.170225,no,1.48809,0.971746,Sometimes,Public_Transportation,Obesity_Type_II 10189,Female,19.629746,1.509408,64.726948,yes,no,2.918113,3.691226,Sometimes,no,1.992719,yes,0.260079,1.619596,no,Public_Transportation,Insufficient_Weight 10190,Female,22.0,1.62,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10191,Male,29.246269,1.75,112.098616,yes,yes,1.631144,3.0,Sometimes,no,2.960088,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 10192,Male,24.149036,1.77151,120.805715,yes,yes,2.9673,3.0,Sometimes,no,2.316069,no,0.94522,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 10193,Female,23.0,1.63,63.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10194,Female,21.667745,1.747714,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.68291,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 10195,Female,26.0,1.624576,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 10196,Male,30.357745,1.842906,122.137917,yes,yes,2.042762,2.954446,Sometimes,no,1.98459,no,1.442485,0.93648,Sometimes,Public_Transportation,Obesity_Type_II 10197,Female,25.992898,1.620109,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.043689,0.630866,Sometimes,Public_Transportation,Obesity_Type_III 10198,Male,34.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 10199,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10200,Female,21.238416,1.729099,152.394739,yes,yes,3.0,3.0,Sometimes,no,1.843283,no,0.743005,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 10201,Female,40.0,1.5,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 10202,Female,41.0,1.56,80.400306,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 10203,Female,18.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10204,Female,22.352025,1.69151,52.0,no,yes,3.0,3.03779,Frequently,no,2.487919,no,0.503122,0.0,no,Public_Transportation,Insufficient_Weight 10205,Male,27.0,1.8,99.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 10206,Male,29.713169,1.856315,113.234349,yes,yes,2.333503,3.0,Sometimes,no,2.003563,no,0.0,1.898139,Sometimes,Automobile,Obesity_Type_II 10207,Male,18.0,1.6811,90.0,yes,yes,2.0,2.272214,Sometimes,no,1.954968,no,0.533309,1.041677,Sometimes,Public_Transportation,Obesity_Type_I 10208,Female,21.0,1.56,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10209,Male,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10210,Male,32.787101,1.838791,91.798103,yes,yes,2.0,3.0,Sometimes,no,1.859089,no,0.0,0.41758,Sometimes,Automobile,Overweight_Level_II 10211,Female,39.129291,1.562724,80.0,yes,yes,2.0,3.0,Sometimes,no,2.550307,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10212,Female,26.0,1.57,102.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 10213,Female,25.955361,1.610225,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.530493,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 10214,Male,17.0,1.72,52.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 10215,Male,27.757187,1.848294,97.842406,yes,yes,2.0,1.171027,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10216,Female,21.768153,1.76416,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.48372,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 10217,Male,25.447208,1.706741,107.482662,yes,yes,2.562409,3.0,Sometimes,no,1.0,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10218,Female,26.0,1.62439,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 10219,Female,18.0,1.58,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10220,Female,26.0,1.622468,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 10221,Female,23.0,1.5,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 10222,Male,24.417552,1.754218,117.384745,yes,yes,1.617093,2.993856,Sometimes,no,2.0,no,1.078719,0.41752,Sometimes,Public_Transportation,Obesity_Type_II 10223,Male,32.830558,1.697421,103.189532,yes,yes,2.644094,1.154318,Sometimes,no,1.0,no,0.11243,0.0,no,Public_Transportation,Obesity_Type_II 10224,Female,22.0,1.62,82.0,yes,yes,1.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10225,Male,25.036269,1.762921,113.215814,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.293396,1.253311,Sometimes,Public_Transportation,Obesity_Type_II 10226,Female,18.0,1.682916,90.0,yes,yes,2.688054,1.411685,Sometimes,no,1.93059,no,1.156024,0.845774,no,Public_Transportation,Obesity_Type_I 10227,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10228,Female,21.0,1.66,60.0,yes,no,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 10229,Female,21.011124,1.741193,131.042274,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.874662,0.930926,Sometimes,Public_Transportation,Obesity_Type_III 10230,Male,30.02019,1.657995,100.624553,yes,yes,2.927187,1.418985,Sometimes,no,1.837184,no,0.0,1.360463,no,Public_Transportation,Obesity_Type_II 10231,Female,20.552695,1.559005,42.0,no,yes,3.0,3.618722,Frequently,no,1.220365,no,1.295759,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10232,Male,27.968765,1.699998,101.067988,yes,yes,2.723953,1.015488,Sometimes,no,1.274718,no,1.452467,0.078207,no,Automobile,Obesity_Type_II 10233,Female,19.0,1.63,53.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10234,Male,29.0,1.758382,89.998729,yes,yes,1.967061,3.0,Sometimes,no,2.0,no,0.112454,0.516084,Sometimes,Automobile,Overweight_Level_I 10235,Female,18.0,1.56,55.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10236,Female,20.951084,1.738717,128.148108,yes,yes,3.0,3.0,Sometimes,no,1.796956,no,1.684582,1.0,Sometimes,Public_Transportation,Obesity_Type_III 10237,Female,29.409825,1.681855,71.170001,yes,yes,2.0,3.0,Sometimes,no,1.603549,no,1.060349,0.0,Sometimes,Automobile,Overweight_Level_I 10238,Female,39.0,1.53,62.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 10239,Female,21.016849,1.675185,110.10589,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,0.0,0.101026,Sometimes,Public_Transportation,Obesity_Type_III 10240,Male,21.962426,1.696336,80.400306,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.699592,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10241,Female,19.774317,1.507106,64.814109,no,yes,1.773265,2.608055,Sometimes,no,1.0,yes,0.934286,0.890626,Sometimes,Public_Transportation,Overweight_Level_I 10242,Male,19.0,1.82,72.0,yes,no,3.0,4.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10243,Male,20.971429,1.717826,51.7325,yes,yes,2.977018,3.704828,Sometimes,no,1.335192,no,0.227985,1.673584,no,Public_Transportation,Insufficient_Weight 10244,Male,21.0,1.697421,98.296651,yes,yes,2.0,2.693646,Sometimes,no,2.949419,no,2.834373,2.0,no,Public_Transportation,Obesity_Type_I 10245,Female,26.0,1.633887,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 10246,Male,25.883749,1.77219,114.133149,yes,yes,2.442536,3.0,Sometimes,no,2.101841,no,1.266866,7.3e-05,Sometimes,Public_Transportation,Obesity_Type_II 10247,Female,18.052394,1.580964,80.0,yes,yes,2.0,1.057935,Sometimes,no,2.450069,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10248,Female,19.724106,1.523426,42.0,no,yes,3.0,1.0,Sometimes,no,1.919629,no,0.0,0.092736,Sometimes,Public_Transportation,Insufficient_Weight 10249,Male,24.521879,1.84629,120.748213,yes,yes,2.908757,3.0,Sometimes,no,2.045561,no,1.117311,0.310394,Sometimes,Public_Transportation,Obesity_Type_II 10250,Female,25.991194,1.644751,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.043101,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 10251,Male,17.0,1.9,54.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10252,Male,30.710511,1.914186,125.973927,yes,yes,2.010684,3.0,Sometimes,yes,1.0,no,0.684739,1.112489,Sometimes,Public_Transportation,Obesity_Type_II 10253,Male,25.472995,1.882779,121.658729,yes,yes,2.195964,3.0,Sometimes,no,2.549617,no,1.465931,0.696948,Sometimes,Public_Transportation,Obesity_Type_II 10254,Female,26.0,1.640535,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 10255,Male,41.318302,1.698829,99.605527,yes,yes,2.96405,3.0,Sometimes,no,1.0,no,0.943266,0.0,no,Automobile,Obesity_Type_II 10256,Male,30.62865,1.770278,117.849351,yes,yes,2.19011,1.288716,Sometimes,no,2.170225,no,1.738267,0.0,Sometimes,Automobile,Obesity_Type_II 10257,Female,22.667596,1.712163,91.059595,yes,yes,2.0,3.0,Sometimes,no,2.825629,no,0.0,1.224737,Sometimes,Public_Transportation,Obesity_Type_I 10258,Male,19.946244,1.782722,51.154201,yes,yes,2.766036,3.559841,Sometimes,no,2.0,no,1.299469,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10259,Male,24.511445,1.841852,120.775439,yes,yes,2.265973,3.0,Sometimes,no,1.04111,no,0.584272,1.058007,Sometimes,Public_Transportation,Obesity_Type_II 10260,Female,23.76197,1.668649,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.334264,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 10261,Female,23.0,1.56,51.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10262,Male,25.124595,1.775815,113.089716,yes,yes,3.0,3.0,Sometimes,no,2.165605,no,1.556155,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10263,Female,26.0,1.641132,111.831706,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 10264,Female,20.438478,1.644199,62.629374,no,yes,2.53915,2.625942,Sometimes,no,2.654636,no,0.654316,0.554072,Sometimes,Public_Transportation,Overweight_Level_I 10265,Male,23.572648,1.786532,97.971598,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.654316,0.169879,no,Public_Transportation,Obesity_Type_I 10266,Female,25.976209,1.642098,104.759643,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.220825,0.657221,Sometimes,Public_Transportation,Obesity_Type_III 10267,Female,26.0,1.624367,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.562002,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 10268,Female,26.0,1.62439,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 10269,Female,38.098745,1.550122,79.58958,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10270,Male,25.816445,1.764484,115.382519,yes,yes,1.735664,3.0,Sometimes,no,2.041536,no,1.501754,0.739684,Sometimes,Public_Transportation,Obesity_Type_II 10271,Female,26.0,1.641098,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.652289,Sometimes,Public_Transportation,Obesity_Type_III 10272,Female,19.034033,1.700181,75.279605,yes,yes,1.859097,3.0,Sometimes,no,1.610768,no,0.373186,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10273,Female,28.0,1.65,59.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10274,Male,61.0,1.75,76.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_I 10275,Male,26.899886,1.856315,120.898397,yes,yes,3.0,3.0,Sometimes,no,1.859089,no,0.855973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10276,Male,24.041043,1.825449,118.102897,yes,yes,1.457758,3.0,Sometimes,no,2.080968,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 10277,Male,24.521879,1.835643,117.792268,yes,yes,2.576449,2.993623,Sometimes,no,2.0,no,1.172641,0.133566,Sometimes,Public_Transportation,Obesity_Type_II 10278,Male,30.577343,1.781952,102.523111,yes,yes,2.9673,2.993634,Sometimes,no,1.0,no,1.247505,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10279,Male,21.0,1.66,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10280,Male,37.974483,1.75015,118.792268,yes,yes,2.57649,2.937989,Sometimes,no,1.0,no,1.923607,1.0,Frequently,Automobile,Obesity_Type_II 10281,Female,21.0,1.56,48.0,no,yes,2.0,4.0,Sometimes,no,1.0,yes,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 10282,Male,25.96773,1.753389,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.969085,no,Public_Transportation,Overweight_Level_I 10283,Male,26.947786,1.780731,118.377601,yes,yes,2.935157,3.0,Sometimes,no,2.042073,no,0.8554,1.08266,Sometimes,Automobile,Obesity_Type_II 10284,Female,19.0,1.56,45.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10285,Female,21.0,1.61,66.0,no,yes,3.0,3.0,Sometimes,no,3.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10286,Female,18.0,1.696423,89.868784,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.856119,1.122118,Sometimes,Public_Transportation,Obesity_Type_I 10287,Female,21.0,1.6,66.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10288,Male,21.0,1.65,60.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10289,Female,26.288417,1.767806,82.0,yes,yes,1.650505,3.0,Sometimes,no,2.136159,no,0.783963,0.838847,Sometimes,Public_Transportation,Obesity_Type_I 10290,Female,18.94093,1.723587,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.687611,no,1.932386,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 10291,Male,20.0,1.8,63.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 10292,Female,26.0,1.62439,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 10293,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 10294,Female,25.96773,1.654875,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 10295,Male,22.39251,1.717432,89.994415,yes,yes,1.899116,1.532833,Sometimes,no,2.0,no,2.0,0.630866,Sometimes,Public_Transportation,Overweight_Level_II 10296,Male,18.0,1.65,104.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 10297,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 10298,Male,22.970655,1.792533,106.038468,yes,yes,2.0,3.0,Sometimes,no,2.519841,no,0.0,1.344072,Sometimes,Public_Transportation,Obesity_Type_I 10299,Female,20.975973,1.571812,44.810751,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 10300,Female,19.0,1.69,69.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Walking,Normal_Weight 10301,Female,18.0,1.62,69.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_I 10302,Male,21.052894,1.694633,75.5771,yes,yes,2.138334,3.0,Sometimes,no,2.080559,no,0.00342,0.315595,Sometimes,Public_Transportation,Overweight_Level_I 10303,Female,26.0,1.643017,111.635463,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.450479,Sometimes,Public_Transportation,Obesity_Type_III 10304,Male,17.971786,1.768578,97.92035,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.74285,no,Public_Transportation,Obesity_Type_I 10305,Female,18.147705,1.786645,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.999897,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 10306,Male,25.137087,1.775416,121.889803,yes,yes,2.673638,3.0,Sometimes,no,2.600238,no,1.217993,0.534769,Sometimes,Public_Transportation,Obesity_Type_II 10307,Female,21.051982,1.741193,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.979848,no,1.680844,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 10308,Male,23.0,1.85,115.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10309,Female,18.0,1.5,65.0,no,yes,2.0,4.0,Sometimes,no,1.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 10310,Female,21.0,1.5,42.0,no,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Normal_Weight 10311,Female,20.102241,1.793926,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,0.946763,0.838947,Sometimes,Public_Transportation,Obesity_Type_III 10312,Male,18.0,1.82,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10313,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 10314,Female,23.0,1.672007,80.379575,yes,yes,2.0,2.783336,Sometimes,no,1.81031,no,0.675983,1.616826,no,Public_Transportation,Overweight_Level_II 10315,Male,23.455324,1.792527,90.0,yes,yes,2.0,1.271624,Sometimes,no,2.0,no,0.0,1.886855,Sometimes,Public_Transportation,Overweight_Level_II 10316,Female,18.88061,1.523426,41.397378,no,yes,2.823179,1.0,Sometimes,no,1.0,no,0.0,0.094213,Sometimes,Public_Transportation,Insufficient_Weight 10317,Female,26.0,1.649178,111.93301,yes,yes,3.0,3.0,Sometimes,no,1.292479,no,0.065264,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 10318,Female,18.0,1.58,64.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10319,Female,19.21638,1.622397,82.0,yes,yes,2.0,2.974204,Sometimes,no,1.846754,no,0.0,0.169016,Sometimes,Public_Transportation,Obesity_Type_I 10320,Female,37.063599,1.603501,76.129784,yes,yes,2.802128,3.0,Sometimes,no,1.759803,no,0.0,0.721167,Sometimes,Automobile,Overweight_Level_I 10321,Female,26.0,1.641132,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 10322,Male,29.463168,1.706082,78.435904,yes,yes,2.291846,1.834472,Sometimes,no,1.876915,no,0.868721,0.0,Frequently,Public_Transportation,Overweight_Level_II 10323,Female,18.367481,1.68395,126.798173,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.94522,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 10324,Male,19.0,1.85,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10325,Male,26.832004,1.82697,117.468516,yes,yes,1.780746,2.18162,Sometimes,no,2.036764,no,1.089891,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10326,Female,26.0,1.627532,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 10327,Female,16.0,1.6,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10328,Female,25.908829,1.580964,80.0,yes,yes,2.0,1.028538,Sometimes,no,1.032834,no,0.030541,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10329,Female,19.946244,1.584785,43.087508,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 10330,Male,24.0,1.81,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 10331,Female,29.0,1.7,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 10332,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10333,Male,23.384374,1.754439,83.520113,yes,yes,2.972426,3.0,Sometimes,no,2.740848,no,0.288032,0.965464,Sometimes,Public_Transportation,Overweight_Level_II 10334,Male,33.0,1.7,83.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 10335,Male,37.207082,1.838791,92.949254,yes,yes,2.0,3.887906,Sometimes,no,1.838791,no,1.094839,0.0,Sometimes,Automobile,Overweight_Level_II 10336,Male,23.0,1.700627,81.022119,yes,yes,2.0,2.372339,Sometimes,no,1.723372,no,1.0,0.313016,Sometimes,Public_Transportation,Overweight_Level_II 10337,Male,17.000752,1.814696,59.295172,yes,yes,2.939727,3.0,Sometimes,no,2.013205,no,2.0,0.845633,no,Automobile,Insufficient_Weight 10338,Female,26.0,1.633442,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 10339,Female,26.0,1.641132,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 10340,Female,21.413642,1.744319,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.81353,no,1.978631,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 10341,Female,26.0,1.641098,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.096982,Sometimes,Public_Transportation,Obesity_Type_III 10342,Female,18.297229,1.618683,69.936073,yes,yes,2.913486,1.0,Sometimes,no,1.636326,no,0.00705,0.105895,no,Public_Transportation,Overweight_Level_I 10343,Female,26.0,1.628909,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 10344,Male,23.975685,1.755467,119.484614,yes,yes,2.712747,3.0,Sometimes,no,2.960088,no,1.910432,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10345,Male,31.190219,1.909105,129.19449,yes,yes,2.19011,3.0,Sometimes,yes,1.124366,no,1.05545,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10346,Female,25.95383,1.623514,104.578255,yes,yes,3.0,3.0,Sometimes,no,2.318134,no,0.043689,0.357314,Sometimes,Public_Transportation,Obesity_Type_III 10347,Female,39.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10348,Female,22.0,1.55,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10349,Female,25.929746,1.623812,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.069802,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 10350,Female,18.314593,1.751688,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.983265,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 10351,Female,25.962949,1.628855,109.996742,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,0.000272,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 10352,Male,20.0,1.7,67.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 10353,Male,18.0,1.74,84.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10354,Female,21.28253,1.746411,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.699181,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 10355,Male,25.062942,1.828391,120.998266,yes,yes,3.0,3.0,Sometimes,no,2.175632,no,1.110215,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10356,Female,21.0,1.62,53.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10357,Female,26.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Motorbike,Normal_Weight 10358,Male,23.0,1.6,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10359,Female,23.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 10360,Male,30.335093,1.775584,83.314157,yes,yes,2.795086,3.0,Sometimes,no,2.565828,no,0.652736,0.0,Sometimes,Automobile,Overweight_Level_II 10361,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10362,Female,16.0,1.56,45.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Insufficient_Weight 10363,Female,23.0,1.63,63.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10364,Female,23.0,1.59559,42.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 10365,Male,18.0,1.71367,50.248677,yes,yes,1.631144,3.0,Sometimes,no,1.0,no,1.952427,1.673584,Sometimes,Public_Transportation,Insufficient_Weight 10366,Female,25.950898,1.621167,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.152713,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 10367,Female,21.572114,1.71146,133.845064,yes,yes,3.0,3.0,Sometimes,no,1.733306,no,1.427037,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 10368,Female,22.0,1.66,60.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 10369,Female,16.0,1.6,45.0,no,yes,3.0,4.0,Always,no,1.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10370,Female,17.0,1.71,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10371,Female,25.934757,1.610126,102.134646,yes,yes,3.0,3.0,Sometimes,no,1.020313,no,1.68291,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 10372,Female,21.566815,1.748524,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.419473,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 10373,Female,21.051107,1.694952,132.054793,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.661556,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 10374,Male,18.0,1.77,112.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,2.0,Frequently,Walking,Obesity_Type_I 10375,Female,18.0,1.56,56.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10376,Female,26.0,1.633442,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 10377,Female,25.955361,1.623707,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.139159,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 10378,Male,31.641081,1.676595,89.993812,yes,yes,2.119643,1.578521,Sometimes,no,2.746197,no,0.578074,0.0,Sometimes,Automobile,Overweight_Level_II 10379,Female,19.0,1.6,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,yes,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 10380,Male,26.0,1.65,90.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 10381,Male,19.275687,1.754711,87.85785,no,yes,2.467548,4.0,Sometimes,no,2.0,no,2.0,0.764452,Sometimes,Public_Transportation,Overweight_Level_I 10382,Female,20.0,1.56,50.0,no,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Motorbike,Normal_Weight 10383,Female,18.0,1.7108,50.92538,yes,yes,1.650505,3.0,Sometimes,no,2.0,no,0.0,1.593704,Sometimes,Public_Transportation,Insufficient_Weight 10384,Female,19.443639,1.630875,69.975607,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,0.934286,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10385,Female,23.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10386,Female,18.0,1.737165,50.92538,yes,yes,1.036414,3.0,Sometimes,no,1.326165,no,0.0,1.593704,Sometimes,Public_Transportation,Insufficient_Weight 10387,Male,23.411141,1.829971,121.471077,yes,yes,2.9673,2.692889,Sometimes,no,1.796257,no,1.266866,0.790967,Sometimes,Public_Transportation,Obesity_Type_II 10388,Male,41.205173,1.755938,117.398976,yes,yes,2.744994,3.0,Sometimes,no,2.023328,no,0.694281,0.0,Sometimes,Automobile,Obesity_Type_II 10389,Male,19.0,1.65,68.0,no,yes,2.0,3.0,Always,yes,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10390,Male,18.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10391,Female,20.781751,1.72692,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.796267,no,1.728332,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 10392,Male,17.0,1.76,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10393,Female,25.783865,1.629225,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.01586,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 10394,Female,19.17614,1.617192,129.232216,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,1.556155,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 10395,Male,22.906342,1.694642,94.189167,yes,yes,2.0,2.372339,Sometimes,no,2.826684,no,0.0,1.758865,no,Public_Transportation,Obesity_Type_I 10396,Male,23.0,1.79,100.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 10397,Male,23.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 10398,Female,33.0,1.73,72.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 10399,Male,17.992717,1.705584,83.410189,yes,no,2.0,2.337035,Sometimes,no,1.693362,no,0.736032,0.166076,no,Public_Transportation,Overweight_Level_II 10400,Male,18.0,1.61,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10401,Male,22.857123,1.700038,80.939733,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.82753,Sometimes,Public_Transportation,Overweight_Level_II 10402,Male,18.0,1.7921,108.742005,yes,yes,2.0,2.994198,Sometimes,no,2.708168,no,1.0,1.546738,Sometimes,Public_Transportation,Obesity_Type_I 10403,Female,22.0,1.65,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 10404,Female,26.0,1.624099,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 10405,Male,18.0,1.70011,51.132809,yes,yes,2.0,3.0,Sometimes,no,2.852254,no,0.520989,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10406,Male,33.55336,1.749405,103.0344,yes,yes,2.232836,2.902639,Sometimes,no,1.015249,no,0.641954,0.0,no,Automobile,Obesity_Type_II 10407,Male,19.0,1.8,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10408,Female,27.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10409,Female,19.314429,1.559186,42.0,no,yes,2.720701,3.0,Sometimes,no,1.172593,no,1.980738,0.967259,Sometimes,Public_Transportation,Insufficient_Weight 10410,Male,18.0,1.755507,52.0,yes,yes,2.596579,3.0,Frequently,no,1.777486,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10411,Female,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 10412,Male,22.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 10413,Female,26.0,1.62456,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 10414,Female,23.0,1.668642,80.420434,yes,yes,2.0,2.993634,Sometimes,no,2.229171,no,0.739881,1.206535,no,Public_Transportation,Obesity_Type_I 10415,Male,37.765356,1.766888,118.332689,yes,yes,2.21965,3.0,Sometimes,no,2.0,no,0.614959,0.0,Sometimes,Automobile,Obesity_Type_II 10416,Male,17.0,1.72,97.0,yes,yes,3.0,2.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 10417,Male,24.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 10418,Female,22.549208,1.629194,65.0,yes,yes,2.0,2.391753,Sometimes,no,2.078297,yes,0.245354,0.54859,Sometimes,Public_Transportation,Overweight_Level_I 10419,Male,25.955361,1.607787,102.815983,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 10420,Male,33.789301,1.68108,83.568035,yes,yes,2.0,2.658837,Sometimes,no,2.482294,no,1.96582,0.0,no,Automobile,Overweight_Level_II 10421,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10422,Male,17.758315,1.836943,59.990861,no,yes,2.948248,3.0,Sometimes,no,2.0,no,2.009397,0.378619,Sometimes,Automobile,Insufficient_Weight 10423,Male,42.31607,1.584951,81.936398,yes,yes,2.442536,2.976211,Sometimes,no,1.0,no,1.030199,0.0,no,Automobile,Obesity_Type_II 10424,Male,26.740655,1.753887,117.326523,yes,yes,2.265973,3.0,Sometimes,no,2.816015,no,0.68183,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10425,Female,19.126145,1.632605,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.380979,Sometimes,Public_Transportation,Insufficient_Weight 10426,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 10427,Female,16.0,1.64,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 10428,Male,43.37634,1.685127,79.661693,yes,yes,2.203962,3.0,Sometimes,no,1.895876,no,0.934286,0.0,no,Automobile,Overweight_Level_II 10429,Female,20.891491,1.690614,129.769141,yes,yes,3.0,3.0,Sometimes,no,1.154698,no,1.544632,0.739684,Sometimes,Public_Transportation,Obesity_Type_III 10430,Female,22.547298,1.755938,51.457226,yes,yes,2.896562,3.0,Frequently,no,1.773236,no,0.14495,1.0,no,Public_Transportation,Insufficient_Weight 10431,Female,22.754646,1.698914,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.753745,no,Public_Transportation,Obesity_Type_I 10432,Female,25.955014,1.73945,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.07089,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 10433,Male,20.0,1.74,85.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10434,Male,30.02019,1.774644,112.409191,yes,yes,2.967853,3.0,Sometimes,no,2.046766,no,0.0,0.513427,Sometimes,Automobile,Obesity_Type_II 10435,Male,22.851834,1.723191,96.079371,yes,yes,2.0,2.658639,Sometimes,no,2.721356,no,2.392047,1.114716,no,Public_Transportation,Obesity_Type_I 10436,Female,21.0,1.61,53.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 10437,Male,23.906886,1.76714,105.036075,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.043412,1.043435,Sometimes,Public_Transportation,Obesity_Type_I 10438,Male,20.0,1.65,80.0,yes,no,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 10439,Female,21.3928,1.735461,133.845064,yes,yes,3.0,3.0,Sometimes,no,1.846754,no,1.564618,0.931721,Sometimes,Public_Transportation,Obesity_Type_III 10440,Female,20.0,1.6,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10441,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 10442,Male,30.710511,1.75,120.0,yes,yes,2.976975,3.0,Sometimes,no,2.172649,no,0.838739,0.0,Sometimes,Automobile,Obesity_Type_II 10443,Female,26.0,1.640745,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.178301,Sometimes,Public_Transportation,Obesity_Type_III 10444,Female,18.0,1.622241,68.250249,no,yes,1.836554,1.010319,Sometimes,no,1.319437,no,0.0,1.626456,Sometimes,Public_Transportation,Overweight_Level_I 10445,Female,23.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10446,Male,20.0,1.8,107.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10447,Female,20.691226,1.753266,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,0.282063,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 10448,Male,22.176922,1.773594,95.887056,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 10449,Male,35.194089,1.703317,83.016968,no,yes,2.996717,2.696051,Sometimes,no,1.705633,no,0.987591,0.76399,Sometimes,Automobile,Overweight_Level_I 10450,Female,18.0,1.65,58.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10451,Female,26.0,1.632377,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 10452,Female,18.0,1.5,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10453,Female,43.604901,1.595165,77.426465,yes,yes,2.823179,2.463113,Sometimes,no,1.226764,no,0.893362,0.0,Sometimes,Automobile,Obesity_Type_I 10454,Male,27.0,1.8,99.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 10455,Male,21.682636,1.701387,80.0,yes,yes,2.0,2.282392,Sometimes,no,1.0,no,0.926592,1.509831,no,Public_Transportation,Overweight_Level_II 10456,Male,24.079524,1.82559,117.468516,yes,yes,2.0,2.18162,Sometimes,no,2.482294,no,1.066241,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10457,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 10458,Male,19.0,1.83,85.0,no,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 10459,Female,34.0,1.62,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 10460,Female,28.0,1.7,78.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 10461,Female,21.0,1.65,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10462,Female,24.0,1.6,48.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10463,Male,32.610018,1.742654,99.709329,yes,yes,2.247704,2.358455,Sometimes,no,1.0,no,1.974656,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10464,Female,25.982113,1.609495,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.098043,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 10465,Male,23.0,1.78,64.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10466,Male,30.607546,1.84342,124.704781,yes,yes,2.652779,3.0,Sometimes,no,1.11184,no,0.679935,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10467,Male,52.0,1.72,82.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 10468,Female,37.532066,1.513202,80.0,yes,yes,2.971588,1.0,Sometimes,no,1.622638,no,1.809745,0.0,Sometimes,Automobile,Obesity_Type_I 10469,Female,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10470,Male,24.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10471,Female,26.0,1.622771,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 10472,Male,29.389239,1.909188,129.157346,yes,yes,2.08868,3.0,Sometimes,no,1.0,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10473,Female,22.0,1.65,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10474,Female,21.382995,1.849003,122.813033,yes,yes,3.0,3.0,Sometimes,no,1.491268,no,0.917014,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 10475,Female,25.976209,1.66494,105.580491,yes,yes,3.0,3.0,Sometimes,no,1.491268,no,0.001297,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 10476,Female,18.0,1.627908,65.0,no,yes,1.99124,3.520555,Sometimes,no,1.0,no,0.085388,1.59405,Sometimes,Public_Transportation,Overweight_Level_I 10477,Male,41.823567,1.75,118.306544,yes,yes,2.239634,2.475444,Sometimes,no,2.001208,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 10478,Female,19.029494,1.659877,49.597765,yes,no,2.919584,3.207071,Frequently,no,2.0,no,1.327833,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10479,Male,21.948577,1.849998,122.024954,yes,yes,3.0,2.806298,Sometimes,no,1.591909,no,0.06582,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 10480,Male,24.825398,1.848965,121.065052,yes,yes,2.442536,2.644692,Sometimes,no,2.509535,no,1.556155,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10481,Male,24.291205,1.854162,117.86159,yes,yes,2.944287,2.993084,Sometimes,no,2.0,no,1.814869,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10482,Male,27.394123,1.706082,102.083964,yes,yes,2.541785,3.0,Sometimes,no,1.0,no,1.818052,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10483,Male,24.006271,1.75,120.151967,yes,yes,2.927187,3.0,Sometimes,no,2.01499,no,0.994592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10484,Female,22.867719,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.027433,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10485,Male,26.0,1.7,55.0,yes,no,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10486,Female,38.0,1.5,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Automobile,Normal_Weight 10487,Male,24.007488,1.610647,100.245302,yes,yes,2.633855,1.154318,Sometimes,no,1.157395,no,0.932783,0.873936,Sometimes,Public_Transportation,Obesity_Type_II 10488,Female,20.0,1.59,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10489,Male,17.0,1.844218,59.409018,yes,yes,2.44004,3.0,Sometimes,no,2.0,no,2.784471,1.59257,no,Automobile,Insufficient_Weight 10490,Female,18.078256,1.699818,82.207978,yes,yes,2.09663,3.0,Sometimes,no,1.0,no,0.0,1.350099,Sometimes,Public_Transportation,Obesity_Type_I 10491,Female,21.682636,1.729099,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,1.699056,0.930926,Sometimes,Public_Transportation,Obesity_Type_III 10492,Male,21.679158,1.699354,80.0,yes,yes,2.0,2.974204,Sometimes,no,2.0,no,0.0,1.882539,no,Public_Transportation,Overweight_Level_II 10493,Male,18.0,1.755507,52.0,yes,yes,2.121909,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10494,Female,21.0,1.63,55.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10495,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10496,Male,17.0,1.85,60.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10497,Female,20.0,1.5,65.0,yes,yes,3.0,2.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10498,Female,26.0,1.641784,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.143675,Sometimes,Public_Transportation,Obesity_Type_III 10499,Male,17.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10500,Male,22.815416,1.65,82.532994,yes,yes,1.679935,2.843319,Sometimes,no,2.0,no,1.0,1.283673,no,Public_Transportation,Overweight_Level_II 10501,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10502,Male,18.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10503,Female,21.0,1.59,42.3,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 10504,Female,25.986368,1.68395,102.872802,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,0.043101,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 10505,Male,23.0,1.827279,106.875927,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.73216,Sometimes,Public_Transportation,Obesity_Type_I 10506,Female,21.0,1.617655,68.818893,yes,yes,1.729824,3.0,no,no,2.039535,no,0.94984,1.306,Sometimes,Public_Transportation,Overweight_Level_I 10507,Female,21.0,1.62,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10508,Female,20.880161,1.739457,131.76807,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,1.773304,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 10509,Male,20.0,1.74,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10510,Male,26.607478,1.830596,120.860386,yes,yes,2.490507,3.0,Sometimes,no,2.092509,no,1.522429,0.196952,no,Public_Transportation,Obesity_Type_II 10511,Female,26.0,1.640606,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 10512,Male,30.200946,1.767485,112.289883,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,0.0,1.743319,no,Automobile,Obesity_Type_II 10513,Male,22.889099,1.828092,89.994351,yes,yes,1.518966,2.376374,Sometimes,no,2.0,no,0.0,0.202902,Sometimes,Public_Transportation,Overweight_Level_I 10514,Male,37.084742,1.75015,118.299585,yes,yes,2.218599,3.0,Sometimes,no,2.104337,no,0.766007,0.262118,Sometimes,Automobile,Obesity_Type_II 10515,Female,37.974483,1.568188,80.0,yes,yes,2.002564,2.884848,Sometimes,no,1.205633,no,1.916751,0.0,Sometimes,Automobile,Obesity_Type_I 10516,Female,26.0,1.584782,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 10517,Female,23.0,1.72,78.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10518,Female,36.769646,1.530248,69.743323,yes,yes,2.580872,1.0,Sometimes,no,1.995035,no,0.877295,0.0,Sometimes,Automobile,Overweight_Level_I 10519,Female,26.0,1.65757,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 10520,Male,30.520854,1.814182,129.19449,yes,yes,2.191429,3.0,Sometimes,no,1.959287,no,1.327833,1.164457,Sometimes,Public_Transportation,Obesity_Type_II 10521,Male,30.003358,1.842906,124.007101,yes,yes,2.667676,3.0,Sometimes,no,2.001936,no,0.0,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 10522,Male,23.0,1.75463,82.523113,yes,yes,1.642241,2.375026,Sometimes,no,1.909253,no,0.631565,1.839862,Sometimes,Public_Transportation,Overweight_Level_II 10523,Female,26.0,1.594776,110.824698,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.0,0.393358,Sometimes,Public_Transportation,Obesity_Type_III 10524,Female,21.0,1.66,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10525,Female,21.0,1.55,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10526,Male,20.986834,1.786952,103.067766,yes,yes,2.0,1.355752,Sometimes,no,1.651548,no,0.094851,1.771135,Sometimes,Public_Transportation,Obesity_Type_I 10527,Female,21.895468,1.606066,82.0,yes,yes,1.00876,1.0,Sometimes,no,2.0,no,0.0,1.895312,no,Public_Transportation,Obesity_Type_I 10528,Male,25.139466,1.77151,113.207124,yes,yes,1.457758,3.0,Sometimes,no,2.020249,no,1.556709,0.001337,Sometimes,Public_Transportation,Obesity_Type_II 10529,Female,26.0,1.643167,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 10530,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10531,Male,21.67315,1.626449,70.0,no,yes,2.0,1.0,no,no,3.0,no,0.884935,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10532,Female,25.036269,1.667768,112.776612,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,0.485322,0.028583,Sometimes,Public_Transportation,Obesity_Type_III 10533,Male,24.001685,1.76414,113.90198,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,0.0,0.001867,Sometimes,Public_Transportation,Obesity_Type_II 10534,Female,26.0,1.623514,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 10535,Male,21.0,1.714253,75.0,yes,yes,2.0,3.0,Sometimes,no,1.081597,no,0.090917,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10536,Male,27.0,1.74,74.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10537,Male,29.0,1.62,70.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 10538,Female,26.0,1.600905,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 10539,Female,25.951737,1.697421,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.153286,no,0.035928,0.817983,Sometimes,Public_Transportation,Obesity_Type_III 10540,Female,16.172992,1.824414,47.124717,no,yes,3.0,1.73762,Sometimes,no,2.0,no,1.997529,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10541,Female,19.443639,1.628855,82.636162,yes,yes,1.878251,1.139317,Sometimes,no,1.375728,no,0.0,0.537202,no,Public_Transportation,Obesity_Type_I 10542,Male,30.200946,1.909639,129.013178,yes,yes,2.195964,3.0,Sometimes,no,1.0,no,1.089891,0.153462,Sometimes,Public_Transportation,Obesity_Type_II 10543,Male,23.0,1.72,83.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10544,Male,24.739421,1.737984,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.434198,Sometimes,Public_Transportation,Overweight_Level_II 10545,Male,22.881838,1.780503,82.0,yes,yes,2.0,3.0,Sometimes,no,1.438018,no,0.0,1.466496,Sometimes,Public_Transportation,Overweight_Level_II 10546,Female,22.906342,1.761068,95.032177,yes,yes,2.0,2.964024,Sometimes,no,1.774043,no,0.752926,1.616045,no,Public_Transportation,Obesity_Type_I 10547,Female,25.879411,1.622418,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.026729,no,0.011161,0.264969,Sometimes,Public_Transportation,Obesity_Type_III 10548,Female,26.050109,1.792933,46.655622,yes,yes,3.0,3.715118,Frequently,no,2.013205,no,0.026033,0.773087,no,Public_Transportation,Insufficient_Weight 10549,Female,33.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Automobile,Overweight_Level_II 10550,Male,23.329344,1.75,119.029103,yes,yes,2.328469,3.0,Sometimes,no,2.042073,no,0.884935,0.619012,Sometimes,Public_Transportation,Obesity_Type_II 10551,Female,22.087389,1.690727,80.473587,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.358699,0.86374,no,Public_Transportation,Overweight_Level_II 10552,Male,23.826684,1.755142,120.996074,yes,yes,3.0,2.961192,Sometimes,no,1.796257,no,1.976341,0.145284,Sometimes,Public_Transportation,Obesity_Type_II 10553,Male,19.0,1.8,87.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10554,Male,19.0,1.74,104.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10555,Female,18.0,1.6,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10556,Female,21.721507,1.709585,75.410647,yes,yes,2.557287,3.0,Sometimes,no,1.179942,no,0.891205,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10557,Male,21.0,1.69,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 10558,Male,25.0,1.75,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 10559,Male,23.254934,1.84753,122.024954,yes,yes,2.722161,3.0,Sometimes,no,1.0,no,0.893362,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10560,Male,18.0,1.74,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10561,Male,30.577944,1.841852,120.613561,yes,yes,2.819934,3.0,Sometimes,no,2.104696,no,0.987591,0.94603,Sometimes,Public_Transportation,Obesity_Type_II 10562,Female,19.0,1.67,45.0,no,no,3.0,3.0,Frequently,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10563,Female,19.317148,1.670552,49.804245,yes,no,2.794197,3.488342,Sometimes,no,2.495944,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10564,Male,17.689057,1.768834,97.449743,yes,yes,2.0,3.0,Sometimes,no,2.973729,no,2.491642,2.0,no,Public_Transportation,Obesity_Type_I 10565,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10566,Female,16.0,1.65,70.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 10567,Male,19.108796,1.768493,87.803311,yes,yes,2.767731,3.714833,Sometimes,no,1.835545,no,2.0,0.4346,Sometimes,Public_Transportation,Overweight_Level_I 10568,Male,44.0,1.6,80.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 10569,Female,21.413498,1.752944,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.946907,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 10570,Female,19.735968,1.566501,49.026214,no,no,3.0,3.0,Frequently,no,1.109115,no,1.967234,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10571,Male,32.787101,1.705617,90.0,yes,yes,2.720701,3.0,Sometimes,no,1.701835,no,0.976425,0.0,Sometimes,Automobile,Obesity_Type_I 10572,Female,22.926352,1.851123,51.107925,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.596576,1.0,no,Public_Transportation,Insufficient_Weight 10573,Female,26.0,1.632896,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,1.501754,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 10574,Female,22.377998,1.699568,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.026142,2.0,no,Public_Transportation,Obesity_Type_I 10575,Male,24.408805,1.65,89.251639,yes,yes,1.853314,3.0,Sometimes,no,2.0,no,0.327418,1.0,no,Automobile,Obesity_Type_I 10576,Female,19.665881,1.610867,49.105025,no,no,2.720701,3.0,Frequently,no,1.0,no,1.88452,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10577,Male,23.0,1.7,75.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_I 10578,Male,35.322112,1.844751,119.373019,yes,yes,2.736628,3.0,Sometimes,no,2.094479,no,1.117311,0.0,Sometimes,Automobile,Obesity_Type_II 10579,Female,19.029494,1.667404,49.125955,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10580,Female,17.0,1.66,59.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,no,Automobile,Normal_Weight 10581,Male,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10582,Female,25.919241,1.611452,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 10583,Female,18.0,1.8,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10584,Male,25.137087,1.771837,114.067936,yes,yes,1.585183,3.0,Sometimes,no,2.081719,no,1.465909,0.096614,Sometimes,Public_Transportation,Obesity_Type_II 10585,Female,21.056059,1.729099,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.596576,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 10586,Male,26.011928,1.773664,105.966894,yes,yes,2.371338,3.0,Sometimes,no,2.042073,no,2.113992,0.735868,no,Public_Transportation,Obesity_Type_I 10587,Female,26.0,1.62456,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 10588,Female,18.052394,1.838266,91.835883,yes,yes,2.052932,3.0,Sometimes,no,1.879381,no,1.066169,0.127879,Sometimes,Public_Transportation,Obesity_Type_I 10589,Female,19.058511,1.592379,42.12617,no,yes,3.0,3.0,Frequently,no,1.068493,yes,1.628637,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10590,Male,25.653233,1.765188,116.332966,yes,yes,1.99953,3.0,Sometimes,no,2.045069,no,1.924981,0.044954,Sometimes,Public_Transportation,Obesity_Type_II 10591,Male,25.96701,1.611822,102.686239,yes,yes,2.0,1.627555,Sometimes,no,1.0,no,0.0,1.626456,no,Public_Transportation,Obesity_Type_I 10592,Female,23.0,1.605521,83.014033,yes,yes,2.0,1.109956,Sometimes,no,2.524432,no,2.236586,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10593,Male,27.0,1.703317,101.067988,yes,yes,2.927409,1.131695,Sometimes,no,2.155926,no,1.998047,1.0,no,Public_Transportation,Obesity_Type_II 10594,Male,26.004294,1.783901,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,0.827506,0.138314,Sometimes,Public_Transportation,Obesity_Type_I 10595,Male,21.768153,1.717288,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.206251,no,Public_Transportation,Obesity_Type_I 10596,Male,38.547267,1.766946,118.206565,yes,yes,2.964319,2.883984,Sometimes,no,1.274774,no,0.901924,0.0,Sometimes,Automobile,Obesity_Type_II 10597,Female,26.0,1.633442,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 10598,Male,18.0,1.78,108.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10599,Male,25.100513,1.75,117.424156,yes,yes,1.766849,3.0,Sometimes,no,2.008361,no,1.295697,0.41322,Sometimes,Public_Transportation,Obesity_Type_II 10600,Female,26.0,1.62456,110.008636,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 10601,Female,18.741188,1.761773,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.360994,0.738269,Sometimes,Public_Transportation,Obesity_Type_III 10602,Male,21.0,1.78,68.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10603,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10604,Male,18.0,1.71,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10605,Female,25.653233,1.624134,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.610472,no,0.029728,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 10606,Male,23.451595,1.706525,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.129178,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10607,Female,26.0,1.62439,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 10608,Male,23.260061,1.848294,119.434645,yes,yes,1.362441,2.701689,Sometimes,no,2.0,no,1.302507,0.631422,Sometimes,Public_Transportation,Obesity_Type_II 10609,Male,28.404332,1.762921,113.501549,yes,yes,2.652779,2.98212,Sometimes,no,2.0,no,1.058378,0.0,Sometimes,Automobile,Obesity_Type_II 10610,Male,25.982113,1.758618,112.249699,yes,yes,1.735664,3.0,Sometimes,no,2.045069,no,1.289421,0.004813,Sometimes,Public_Transportation,Obesity_Type_II 10611,Female,19.724106,1.731195,49.650897,no,yes,1.649974,3.576103,Sometimes,no,1.911664,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10612,Male,31.327609,1.918859,129.966428,yes,yes,2.906269,2.992606,Sometimes,no,2.562002,no,1.076729,1.090995,Sometimes,Public_Transportation,Obesity_Type_II 10613,Female,26.0,1.627532,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 10614,Male,19.0,1.8,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10615,Female,22.815416,1.741353,53.699561,yes,yes,2.954996,3.205587,Sometimes,no,2.715856,no,0.026033,2.0,no,Public_Transportation,Insufficient_Weight 10616,Male,20.102241,1.632118,104.790549,yes,yes,2.766612,1.612747,Sometimes,no,1.911664,no,0.712726,0.371941,no,Public_Transportation,Obesity_Type_II 10617,Female,26.0,1.642971,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.566629,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 10618,Female,18.0,1.56,51.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10619,Male,37.96543,1.76569,118.533246,yes,yes,2.177896,3.0,Sometimes,no,2.530157,no,0.886817,0.0,Sometimes,Automobile,Obesity_Type_I 10620,Male,18.0,1.730167,78.175706,yes,no,1.880534,1.0,Sometimes,no,2.0,no,0.345684,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10621,Female,26.0,1.631225,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.60669,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 10622,Male,30.605225,1.75,120.0,yes,yes,2.442536,3.0,Sometimes,yes,2.174371,no,1.079524,1.358163,Sometimes,Automobile,Obesity_Type_II 10623,Female,18.771001,1.745033,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.427037,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 10624,Male,26.82691,1.84842,120.921535,yes,yes,2.225149,3.0,Sometimes,no,2.45126,no,0.887923,0.261793,Sometimes,Public_Transportation,Obesity_Type_II 10625,Female,25.722004,1.628205,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.162083,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 10626,Male,18.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10627,Female,21.0,1.62,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 10628,Female,21.412434,1.675562,121.527369,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.74225,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 10629,Male,26.591628,1.755926,119.205308,yes,yes,2.195964,3.0,Sometimes,no,2.0,no,0.641954,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10630,Female,26.0,1.632193,105.037463,yes,yes,3.0,3.0,Sometimes,yes,2.523793,no,0.0,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 10631,Female,26.0,1.630927,112.879662,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 10632,Female,25.955361,1.592379,105.580491,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,0.011161,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 10633,Female,38.397463,1.525234,62.339003,yes,yes,2.278644,2.880817,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 10634,Male,18.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10635,Female,25.994949,1.643892,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.000454,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 10636,Male,35.0,1.75,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 10637,Female,18.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10638,Female,24.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 10639,Male,19.0,1.82,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10640,Female,20.345161,1.569878,41.695295,no,yes,2.501683,1.0,Frequently,no,1.345298,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10641,Female,19.0,1.62,59.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 10642,Female,18.0,1.680764,108.742005,yes,yes,2.0,2.036794,Sometimes,no,2.452986,no,1.0,1.783319,no,Public_Transportation,Obesity_Type_I 10643,Female,22.0,1.65,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10644,Female,21.997683,1.80734,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.791604,no,1.998047,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 10645,Female,21.0,1.75,56.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10646,Male,22.0,1.74,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10647,Male,22.0,1.7,65.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10648,Male,21.001969,1.742755,98.54302,yes,yes,2.271306,3.0,Sometimes,no,2.843777,no,2.787319,2.0,no,Public_Transportation,Obesity_Type_I 10649,Female,19.858973,1.609321,66.621646,yes,yes,3.0,4.0,Sometimes,no,2.0,no,1.571865,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10650,Male,23.327836,1.836943,120.431551,yes,yes,2.061969,3.0,Sometimes,no,2.972426,no,0.973114,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10651,Male,27.621463,1.75,119.050381,yes,yes,2.499108,3.0,Sometimes,no,2.450069,no,0.932792,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 10652,Female,19.633898,1.66084,49.039794,no,no,2.750715,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10653,Female,18.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 10654,Male,20.244359,1.830317,103.743534,yes,yes,2.81646,1.0,Sometimes,no,1.336526,no,1.738267,0.0,no,Public_Transportation,Obesity_Type_II 10655,Male,17.0,1.764138,84.729197,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_II 10656,Female,21.412434,1.747987,135.693381,yes,yes,3.0,3.0,Sometimes,no,2.530157,no,1.538922,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 10657,Male,20.908785,1.660324,104.790549,yes,yes,2.0,1.193729,Sometimes,no,1.919629,no,0.139159,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10658,Female,26.0,1.63302,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 10659,Male,25.540865,1.75015,118.206565,yes,yes,1.786841,3.0,Sometimes,no,2.003563,no,1.280191,0.764452,Sometimes,Public_Transportation,Obesity_Type_II 10660,Female,21.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 10661,Female,17.0,1.59,55.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 10662,Male,33.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 10663,Male,17.0,1.65,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10664,Female,22.061461,1.622787,82.040318,yes,yes,1.813234,1.0,Sometimes,no,2.263466,no,1.0,1.36595,Sometimes,Public_Transportation,Obesity_Type_I 10665,Male,19.0,1.7,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10666,Female,19.0,1.64,49.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 10667,Male,22.909992,1.705584,80.0,yes,yes,2.0,2.9796,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 10668,Female,25.765628,1.680762,108.10736,yes,yes,3.0,3.0,Sometimes,no,1.463113,no,0.094851,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 10669,Female,18.0,1.58,48.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 10670,Female,19.0,1.61,53.5,yes,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10671,Male,18.181821,1.942725,121.657979,yes,yes,3.0,2.279546,Sometimes,no,2.501808,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10672,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10673,Female,37.96543,1.508908,63.183846,yes,yes,2.048582,1.047197,Sometimes,no,1.0,no,0.15136,0.0,Sometimes,Automobile,Overweight_Level_I 10674,Male,23.0,1.65,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 10675,Female,26.0,1.631856,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.071317,Sometimes,Public_Transportation,Obesity_Type_III 10676,Male,24.511445,1.844751,121.421121,yes,yes,2.73691,1.724887,Sometimes,no,2.01051,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10677,Female,25.0,1.56,51.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10678,Female,17.781183,1.7,50.0,no,yes,1.031149,4.0,Sometimes,no,2.0,no,0.028202,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10679,Male,40.973007,1.699667,109.889334,yes,yes,2.744994,2.877583,Sometimes,no,1.796267,no,0.562118,0.0,no,Automobile,Obesity_Type_II 10680,Male,31.641081,1.679725,102.592171,yes,yes,2.813775,2.372705,Sometimes,yes,1.0,no,0.973465,1.094046,no,Public_Transportation,Obesity_Type_II 10681,Female,25.498751,1.577921,64.706283,yes,no,2.919751,1.971472,Sometimes,no,1.642251,no,0.884646,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10682,Male,28.825223,1.796415,120.919703,yes,yes,2.611847,2.749334,Sometimes,no,2.364849,no,0.982134,0.0,Sometimes,Automobile,Obesity_Type_II 10683,Male,31.010302,1.759647,120.980508,yes,yes,2.310751,3.0,Sometimes,no,2.929123,no,1.955992,0.0,Sometimes,Automobile,Obesity_Type_II 10684,Female,19.0,1.6,49.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10685,Male,21.0,1.72,66.0,yes,no,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10686,Female,20.975973,1.751046,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.251715,no,1.683497,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 10687,Male,18.907514,1.756774,52.069992,yes,yes,3.0,3.0,Sometimes,no,2.041462,no,0.210351,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10688,Male,18.0,1.78,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 10689,Male,22.740275,1.741353,96.940255,yes,yes,2.0,2.973476,Sometimes,no,2.0,no,1.0,1.608265,no,Public_Transportation,Obesity_Type_I 10690,Female,23.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10691,Female,19.0,1.65,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10692,Female,37.532066,1.615385,80.0,yes,yes,2.972426,1.0,Sometimes,no,1.0,no,1.661556,0.0,Sometimes,Automobile,Obesity_Type_I 10693,Female,19.506389,1.634688,82.523113,yes,yes,2.591292,3.0,Sometimes,no,1.074048,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10694,Female,26.0,1.643355,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 10695,Male,23.096353,1.685633,75.62931,yes,yes,2.107854,3.0,Sometimes,no,2.0,no,1.082236,0.543118,Sometimes,Public_Transportation,Overweight_Level_I 10696,Male,33.0,1.7,64.0,no,yes,2.0,4.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10697,Male,19.773303,1.841151,91.499683,yes,yes,1.0,3.0,Sometimes,no,1.134658,no,0.915699,0.965464,Sometimes,Public_Transportation,Overweight_Level_II 10698,Male,20.801791,1.787052,53.65727,yes,yes,2.944287,1.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10699,Female,21.556361,1.596466,43.365005,no,no,2.594653,1.882158,Sometimes,no,1.916812,no,1.358185,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10700,Female,21.344018,1.546551,42.0,no,yes,3.0,1.273128,Sometimes,no,1.299194,no,0.033328,0.228486,no,Public_Transportation,Insufficient_Weight 10701,Male,23.0,1.660324,83.3258,yes,yes,2.0,1.097312,Sometimes,no,2.104264,no,0.926592,0.0,no,Public_Transportation,Obesity_Type_I 10702,Female,25.523127,1.681394,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.224482,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 10703,Female,20.392665,1.755467,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.549617,no,1.429256,0.956204,Sometimes,Public_Transportation,Obesity_Type_III 10704,Female,21.232659,1.751067,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,1.538922,0.900497,Sometimes,Public_Transportation,Obesity_Type_III 10705,Male,21.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 10706,Female,16.928791,1.792533,45.0,no,yes,2.81646,3.0,Sometimes,no,2.406541,no,1.94907,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10707,Female,17.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10708,Male,18.0,1.68,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10709,Male,22.038327,1.707968,95.269089,yes,yes,2.0,2.753418,Sometimes,no,2.0,no,1.0,1.556052,no,Public_Transportation,Obesity_Type_I 10710,Female,26.0,1.613928,105.028665,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 10711,Female,21.0,1.64,68.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10712,Female,21.0,1.54,47.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10713,Female,26.0,1.643421,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 10714,Male,21.834894,1.65,80.0,yes,yes,2.0,2.799979,Sometimes,no,2.0,no,0.891444,1.839862,no,Public_Transportation,Overweight_Level_II 10715,Female,21.056059,1.71978,132.087101,yes,yes,3.0,3.0,Sometimes,no,1.246822,no,1.056007,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 10716,Female,18.0,1.54,68.0,yes,no,2.0,4.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 10717,Female,20.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10718,Male,22.0,1.68,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10719,Female,20.820455,1.747962,150.51648,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,1.600536,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 10720,Female,20.0,1.56,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10721,Female,26.0,1.609418,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.393838,Sometimes,Automobile,Obesity_Type_I 10722,Male,23.254934,1.829239,121.658729,yes,yes,2.962415,3.0,Sometimes,no,2.511399,no,0.647798,0.464022,Sometimes,Public_Transportation,Obesity_Type_II 10723,Male,21.0,1.68,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10724,Female,19.0,1.48,45.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 10725,Female,21.0,1.65,66.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 10726,Female,21.413498,1.739991,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.556155,0.931721,Sometimes,Public_Transportation,Obesity_Type_III 10727,Male,33.0,1.75,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 10728,Female,25.950898,1.644161,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.152713,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 10729,Male,31.347497,1.713379,75.920519,yes,yes,2.640801,3.559841,Sometimes,no,2.01499,no,1.0,0.006817,Sometimes,Public_Transportation,Overweight_Level_I 10730,Male,23.963649,1.829757,121.236915,yes,yes,2.9673,2.695396,Sometimes,no,1.984323,no,0.935217,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 10731,Female,26.0,1.623812,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.098043,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 10732,Female,25.988668,1.662978,105.313967,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.097114,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 10733,Female,26.0,1.630927,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.55067,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 10734,Female,22.0,1.58,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10735,Male,19.0,1.8,60.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10736,Male,19.0,1.72,80.555875,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10737,Male,17.065445,1.790151,98.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.202902,Sometimes,Public_Transportation,Obesity_Type_I 10738,Male,18.0,1.76,58.0,no,no,2.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10739,Male,30.62865,1.667852,102.872505,yes,yes,2.911312,3.0,Sometimes,no,1.0,no,0.958555,0.0,no,Public_Transportation,Obesity_Type_II 10740,Male,20.586978,1.751278,57.145917,yes,yes,2.0,3.0,Sometimes,no,2.843777,no,2.429923,0.009254,no,Automobile,Insufficient_Weight 10741,Female,16.240576,1.610636,65.0,yes,yes,2.051283,1.068196,Sometimes,no,1.835271,no,0.095389,1.898139,Sometimes,Public_Transportation,Overweight_Level_I 10742,Male,25.3292,1.830596,118.332966,yes,yes,1.766849,3.0,Sometimes,no,2.530035,no,1.110868,1.604608,Sometimes,Public_Transportation,Obesity_Type_II 10743,Female,19.97981,1.530266,42.0,no,yes,2.684528,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10744,Female,21.344018,1.641098,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.955053,no,1.360635,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 10745,Female,18.0,1.759772,50.0,no,yes,1.031149,3.0,Sometimes,no,1.068493,no,0.854337,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10746,Male,24.982997,1.835271,91.508122,yes,yes,1.276858,3.0,Sometimes,no,1.944095,no,0.935217,0.993786,Sometimes,Public_Transportation,Overweight_Level_II 10747,Male,21.669478,1.82559,120.860386,yes,yes,2.630137,3.0,Sometimes,no,2.0,no,1.399183,0.0,no,Public_Transportation,Obesity_Type_II 10748,Male,21.0,1.72,78.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10749,Male,17.0,1.7,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 10750,Male,30.717727,1.913252,129.852531,yes,yes,2.0,3.0,Sometimes,no,2.165048,no,0.987591,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10751,Male,30.575349,1.836659,90.0,yes,yes,2.846452,1.477581,Sometimes,no,2.304716,no,1.00109,0.25115,Sometimes,Automobile,Overweight_Level_I 10752,Male,18.0,1.76,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10753,Female,18.0,1.65,56.0,yes,yes,3.0,4.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 10754,Female,26.0,1.641601,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.120165,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 10755,Female,22.675679,1.626449,82.368441,yes,yes,1.889883,1.630846,Sometimes,no,1.375728,no,0.0,1.529423,Sometimes,Public_Transportation,Obesity_Type_I 10756,Female,23.0,1.73,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 10757,Male,19.994543,1.848294,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.121992,Sometimes,Public_Transportation,Overweight_Level_I 10758,Female,26.0,1.638218,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.01437,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 10759,Female,25.951979,1.682694,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.114698,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 10760,Male,29.463168,1.66084,102.003378,yes,yes,2.0,3.0,Sometimes,no,1.520215,no,0.195339,0.0,no,Public_Transportation,Obesity_Type_II 10761,Male,34.044229,1.691303,84.75383,yes,yes,2.0,1.867836,Sometimes,no,2.288604,no,1.747347,0.0,no,Automobile,Overweight_Level_II 10762,Female,19.0,1.52,42.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10763,Female,18.0,1.65,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10764,Male,31.327609,1.848294,92.69551,yes,yes,2.0,1.548407,Sometimes,no,2.685842,no,0.0,1.884138,Sometimes,Automobile,Overweight_Level_II 10765,Female,41.0,1.45,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 10766,Male,18.0,1.75,56.0,yes,no,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10767,Female,21.0,1.623113,105.686091,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 10768,Female,21.0,1.55,62.337721,yes,no,2.0,1.0,Sometimes,no,2.673835,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10769,Female,19.376997,1.600264,45.0,no,no,3.0,3.0,Frequently,no,2.257922,no,1.295697,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10770,Male,22.0,1.6,45.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10771,Male,22.0,1.67,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10772,Female,21.394047,1.744319,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.419473,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 10773,Male,30.958051,1.75015,120.337664,yes,yes,2.919584,3.0,Sometimes,no,2.165605,no,1.866839,0.47787,Sometimes,Automobile,Obesity_Type_II 10774,Female,21.413642,1.726606,131.902591,yes,yes,3.0,3.0,Sometimes,no,1.910378,no,1.46361,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 10775,Female,26.0,1.635905,105.207557,yes,yes,3.0,3.0,Sometimes,no,2.509147,no,0.0,0.466169,Sometimes,Public_Transportation,Obesity_Type_III 10776,Male,21.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 10777,Male,29.891473,1.755938,112.287678,yes,yes,1.397468,3.0,Sometimes,no,2.152736,no,0.0,0.789064,Sometimes,Automobile,Obesity_Type_II 10778,Female,24.0,1.65,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 10779,Male,23.147644,1.825718,121.657979,yes,yes,2.562687,2.89292,Sometimes,no,1.943097,no,1.194898,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10780,Male,30.315784,1.762461,120.151967,yes,yes,2.530066,3.0,Sometimes,no,2.0,no,1.742453,1.0,Sometimes,Automobile,Obesity_Type_II 10781,Male,28.167799,1.767485,120.021161,yes,yes,2.766612,3.0,Sometimes,no,1.591597,no,0.882709,0.395979,Sometimes,Automobile,Obesity_Type_II 10782,Male,22.396504,1.792833,105.966894,yes,yes,2.0,3.0,Sometimes,no,2.7305,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 10783,Male,32.867331,1.703688,102.583895,yes,yes,2.724121,1.237454,Sometimes,no,1.0,no,1.949667,0.0,no,Public_Transportation,Obesity_Type_II 10784,Male,23.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 10785,Male,18.0,1.8,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10786,Male,32.29016,1.792527,83.952968,yes,yes,2.0,1.9154,Sometimes,no,2.0,no,1.94907,0.0,no,Public_Transportation,Overweight_Level_II 10787,Female,25.66668,1.637725,104.881994,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.098043,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 10788,Male,22.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10789,Female,26.0,1.630927,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.395468,Sometimes,Public_Transportation,Obesity_Type_III 10790,Female,21.106056,1.719913,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.556155,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 10791,Male,21.413498,1.697421,75.0,yes,yes,2.979383,3.207071,Sometimes,no,1.959777,no,0.850715,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10792,Male,31.965402,1.828276,120.431551,yes,yes,2.976509,3.0,Sometimes,no,1.796257,no,1.04268,0.022245,Sometimes,Public_Transportation,Obesity_Type_II 10793,Male,31.571392,1.812472,98.021766,yes,yes,2.0,2.13229,Sometimes,no,1.931242,no,0.827502,0.0,Sometimes,Automobile,Overweight_Level_II 10794,Male,21.0,1.65,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 10795,Male,27.0,1.65,99.971623,yes,yes,2.819934,2.849347,Sometimes,no,1.0,no,1.910577,1.269982,no,Public_Transportation,Obesity_Type_II 10796,Male,22.596576,1.754441,95.952027,yes,yes,2.0,3.0,Sometimes,no,2.939847,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 10797,Male,24.0,1.7,65.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10798,Female,18.0,1.7,50.0,no,yes,1.005578,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10799,Female,26.0,1.633442,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 10800,Female,19.665881,1.560029,42.0,no,no,3.0,2.970675,Frequently,no,2.653831,yes,0.0,0.017225,Sometimes,Public_Transportation,Insufficient_Weight 10801,Male,25.15462,1.787933,115.089316,yes,yes,2.19011,3.0,Sometimes,no,2.013605,no,1.153775,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 10802,Female,22.0,1.75,106.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 10803,Male,23.826684,1.783609,120.921535,yes,yes,2.116432,2.956422,Sometimes,no,2.31083,no,1.48524,0.263551,Sometimes,Public_Transportation,Obesity_Type_II 10804,Male,30.613586,1.910987,129.449886,yes,yes,2.231915,3.0,Sometimes,yes,1.596212,no,0.0,0.186414,Sometimes,Public_Transportation,Obesity_Type_II 10805,Female,21.682367,1.792378,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,1.990317,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 10806,Female,26.0,1.635062,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 10807,Female,34.243146,1.688436,77.26813,yes,no,3.0,1.72626,Sometimes,no,1.642251,no,0.0,0.0,no,Automobile,Overweight_Level_II 10808,Female,18.0,1.676954,49.932199,no,yes,2.0,3.0,Sometimes,no,2.435978,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10809,Male,32.259623,1.709731,102.784864,yes,yes,2.919526,2.37985,Sometimes,no,1.0,no,0.977998,0.0,no,Public_Transportation,Obesity_Type_II 10810,Female,16.613108,1.699464,50.0,no,yes,2.880161,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10811,Female,25.722004,1.678201,104.741914,yes,yes,3.0,3.0,Sometimes,no,2.810738,no,0.01437,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 10812,Female,18.0,1.5,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10813,Female,26.0,1.636592,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 10814,Male,18.0,1.721854,53.65727,yes,yes,2.812388,1.0,Sometimes,no,2.949419,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10815,Male,21.633056,1.725587,75.301029,yes,yes,2.328469,3.887906,Sometimes,no,1.310074,no,0.94224,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10816,Male,27.394123,1.77219,119.087557,yes,yes,2.300408,3.0,Sometimes,no,2.092326,no,1.874662,0.0,Sometimes,Automobile,Obesity_Type_II 10817,Male,21.0,1.78,125.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 10818,Female,22.0,1.78,50.0,yes,yes,3.0,4.0,Frequently,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 10819,Male,23.0,1.681394,90.0,yes,yes,2.0,3.0,Sometimes,no,2.065817,no,0.658894,1.0,no,Public_Transportation,Obesity_Type_I 10820,Male,22.0,1.8,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10821,Male,20.074449,1.812472,85.302146,yes,yes,2.501683,3.087544,no,no,3.0,no,1.982379,0.817983,Sometimes,Public_Transportation,Overweight_Level_I 10822,Male,17.6739,1.710616,97.029249,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 10823,Male,19.076443,1.767563,82.0,yes,yes,1.081585,3.998766,Sometimes,no,2.627569,no,2.0,0.315261,Sometimes,Public_Transportation,Overweight_Level_II 10824,Female,19.724106,1.559499,69.743323,yes,yes,2.737149,3.0,Sometimes,no,2.414739,no,0.098043,1.376597,Sometimes,Public_Transportation,Overweight_Level_I 10825,Female,26.0,1.632896,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 10826,Male,20.0,1.75,130.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 10827,Male,25.492855,1.770124,114.163921,yes,yes,2.075321,3.0,Sometimes,no,2.116399,no,1.331526,0.052942,Sometimes,Public_Transportation,Obesity_Type_II 10828,Female,22.018228,1.712515,51.552595,yes,yes,2.880161,3.0,Frequently,no,1.886109,no,0.063383,1.0,no,Public_Transportation,Insufficient_Weight 10829,Male,30.870724,1.838266,118.377601,yes,yes,1.123939,3.0,Sometimes,no,2.503198,no,0.592607,1.444532,Sometimes,Automobile,Obesity_Type_II 10830,Male,24.002404,1.763343,120.599453,yes,yes,2.913486,3.0,Sometimes,no,2.035104,no,1.46361,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10831,Female,38.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 10832,Female,20.0,1.716308,50.0,no,yes,1.754401,3.292956,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10833,Male,25.113537,1.787933,114.511537,yes,yes,2.225149,3.0,Sometimes,no,2.117733,no,1.156024,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 10834,Male,30.315784,1.829907,126.460936,yes,yes,2.9673,3.0,Sometimes,yes,1.515183,no,0.94676,1.875023,Sometimes,Public_Transportation,Obesity_Type_II 10835,Male,25.550506,1.77219,114.480696,yes,yes,2.100177,3.0,Sometimes,no,2.079131,no,1.266866,0.079673,Sometimes,Public_Transportation,Obesity_Type_II 10836,Female,26.0,1.642674,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 10837,Male,24.186273,1.767485,114.144378,yes,yes,2.9673,3.0,Sometimes,no,2.415343,no,0.234303,0.0,no,Public_Transportation,Obesity_Type_II 10838,Male,23.0,1.79,80.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 10839,Female,22.857123,1.628855,82.085549,yes,yes,1.99953,3.0,Sometimes,no,1.015677,no,0.067985,0.489854,Sometimes,Public_Transportation,Obesity_Type_I 10840,Male,27.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 10841,Female,26.0,1.623303,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 10842,Female,26.0,1.627818,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 10843,Male,19.885655,1.717432,78.073528,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.976341,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10844,Female,18.869151,1.746416,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,1.465909,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 10845,Male,18.0,1.801478,108.897324,yes,yes,2.0,2.113575,Sometimes,no,2.514872,no,0.775378,1.099764,no,Public_Transportation,Obesity_Type_I 10846,Female,21.0,1.65,58.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10847,Male,26.947786,1.76714,120.074019,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.74225,0.474216,Sometimes,Public_Transportation,Obesity_Type_II 10848,Male,25.498751,1.84342,121.236915,yes,yes,2.744994,3.0,Sometimes,no,2.738485,no,1.066101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10849,Female,22.362877,1.604697,82.523113,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.92635,0.0,no,Public_Transportation,Obesity_Type_I 10850,Female,21.682367,1.747062,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.429256,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 10851,Male,25.12791,1.78,115.822348,yes,yes,2.4277,3.0,Sometimes,no,2.0,no,1.815768,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10852,Male,23.0,1.8,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10853,Female,25.846279,1.688911,104.572712,yes,yes,3.0,3.0,Sometimes,no,2.682916,no,0.197993,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 10854,Male,23.0,1.66,60.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 10855,Male,31.755387,1.825718,118.277657,yes,yes,2.341999,3.0,Sometimes,no,2.0,no,0.979701,0.0,Sometimes,Automobile,Obesity_Type_II 10856,Male,33.293166,1.627396,103.669116,yes,yes,2.596364,2.047866,Sometimes,no,1.0,no,1.987296,0.0,no,Automobile,Obesity_Type_II 10857,Female,25.908829,1.643892,104.572712,yes,yes,3.0,3.0,Sometimes,no,1.615548,no,0.02006,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 10858,Female,21.051982,1.521604,42.848033,no,yes,2.519792,2.880817,Frequently,no,1.984323,no,0.533309,0.0,no,Public_Transportation,Insufficient_Weight 10859,Male,30.916426,1.75,119.201465,yes,yes,2.766612,3.0,Sometimes,no,2.7305,no,0.8554,0.677909,Sometimes,Automobile,Obesity_Type_II 10860,Female,25.139466,1.622771,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.586525,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 10861,Male,21.0,1.83,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10862,Female,25.124595,1.76414,51.7325,yes,yes,3.0,3.0,Frequently,no,2.414739,no,1.645532,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10863,Male,20.027764,1.640426,103.189532,yes,yes,2.0,3.0,Sometimes,no,1.608128,no,0.478134,0.0,no,Public_Transportation,Obesity_Type_I 10864,Male,22.829753,1.82559,120.805715,yes,yes,2.819934,3.0,Sometimes,no,3.0,no,1.247505,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10865,Female,19.0,1.62,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10866,Male,25.036269,1.848294,117.368716,yes,yes,2.442536,2.644692,Sometimes,no,2.0,no,1.612248,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10867,Female,20.0,1.52,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10868,Female,21.008297,1.752456,77.098973,yes,yes,3.0,2.623079,Sometimes,no,1.808127,no,1.600431,0.838947,Sometimes,Public_Transportation,Overweight_Level_I 10869,Male,22.0,1.79,87.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 10870,Female,18.0,1.55,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10871,Male,21.0,1.65,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10872,Female,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 10873,Female,33.0,1.57,48.0,no,no,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10874,Male,30.02019,1.776347,118.183797,yes,yes,2.459976,3.0,Sometimes,no,2.080968,no,1.018158,1.0,Sometimes,Automobile,Obesity_Type_II 10875,Female,22.039,1.697421,49.839685,yes,yes,2.679724,3.394788,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10876,Male,35.0,1.8,72.0,yes,yes,3.0,3.0,Always,no,3.0,no,0.0,0.0,no,Automobile,Normal_Weight 10877,Male,34.0,1.74,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 10878,Male,26.740655,1.76714,118.165082,yes,yes,2.186322,3.0,Sometimes,no,2.357373,no,0.712726,0.013685,Sometimes,Automobile,Obesity_Type_II 10879,Male,23.0,1.670552,75.0,yes,yes,1.99124,3.0,Sometimes,no,1.827515,no,0.094893,0.927341,Sometimes,Public_Transportation,Overweight_Level_I 10880,Female,23.0,1.66,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10881,Female,31.010302,1.858265,73.575981,yes,yes,2.146598,3.0,Sometimes,no,2.111908,no,0.58216,0.271024,Sometimes,Automobile,Overweight_Level_I 10882,Male,21.0,1.62,68.0,no,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10883,Female,22.661556,1.603501,82.01831,yes,yes,1.989905,1.0,Sometimes,no,2.0,no,0.128548,0.0,no,Public_Transportation,Obesity_Type_I 10884,Male,18.0,1.798645,57.145917,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.114716,no,Automobile,Insufficient_Weight 10885,Female,18.0,1.6,76.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10886,Male,19.0,1.75,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10887,Male,24.145295,1.553127,100.066268,yes,yes,2.501683,1.193729,Sometimes,no,1.292786,no,0.743005,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10888,Male,26.0,1.85,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10889,Female,41.0,1.65,80.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 10890,Male,30.710511,1.76569,129.991623,yes,yes,2.819934,3.0,Sometimes,no,1.0,no,1.815768,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10891,Male,18.0,1.693728,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.560402,Sometimes,Public_Transportation,Obesity_Type_I 10892,Female,26.0,1.622468,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 10893,Female,21.768834,1.733383,135.524857,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,1.950374,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 10894,Male,25.999185,1.78,104.810024,yes,yes,2.0,3.0,Sometimes,no,2.550307,no,1.034031,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10895,Male,18.0,1.78,64.4,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10896,Female,27.0,1.7,80.0,yes,no,2.0,3.0,Always,no,3.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 10897,Female,18.0,1.56,60.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10898,Female,26.0,1.662978,112.555456,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.114457,Sometimes,Public_Transportation,Obesity_Type_III 10899,Male,30.0,1.75,112.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 10900,Female,18.0,1.6,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10901,Male,23.0,1.65,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10902,Male,22.0,1.75,75.0,no,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Motorbike,Normal_Weight 10903,Female,19.364339,1.730636,132.145549,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.464674,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 10904,Female,17.0,1.58,45.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10905,Male,30.976932,1.783914,118.26569,yes,yes,2.232836,3.0,Sometimes,no,2.146398,no,0.884935,0.33929,Sometimes,Automobile,Obesity_Type_II 10906,Female,18.0,1.65,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10907,Male,22.717943,1.792527,89.991671,yes,yes,1.897796,1.890213,Sometimes,no,2.0,no,0.345684,1.36595,no,Public_Transportation,Obesity_Type_I 10908,Male,23.975685,1.84629,121.737836,yes,yes,2.57649,2.89292,Sometimes,no,1.831187,no,1.31817,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10909,Male,30.551762,1.815514,120.980508,yes,yes,2.766612,3.0,Sometimes,no,2.173279,no,0.99295,0.261793,Sometimes,Public_Transportation,Obesity_Type_II 10910,Male,30.200946,1.708071,83.282232,yes,yes,2.971588,3.0,Sometimes,no,1.810738,no,1.980738,1.035711,no,Automobile,Overweight_Level_II 10911,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 10912,Female,19.993565,1.792435,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.999773,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 10913,Male,21.051982,1.792507,93.890682,yes,yes,1.899793,2.601675,Sometimes,no,1.846754,no,0.345684,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10914,Male,18.0,1.7,68.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 10915,Female,38.895069,1.534385,78.0,yes,yes,2.88853,1.977221,Sometimes,no,2.874336,no,1.0,0.0,Frequently,Automobile,Obesity_Type_I 10916,Male,22.829681,1.717722,81.92991,yes,yes,2.0,1.416309,Sometimes,no,2.0,no,2.0,1.281541,Sometimes,Public_Transportation,Overweight_Level_II 10917,Female,23.451595,1.702825,93.890682,yes,yes,2.0,2.650088,Sometimes,no,1.991251,no,1.094839,0.0,no,Public_Transportation,Obesity_Type_I 10918,Male,25.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 10919,Female,26.0,1.627532,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 10920,Male,33.0816,1.705617,83.016968,yes,yes,2.0,2.7976,Sometimes,no,1.0,no,1.166064,0.0,no,Automobile,Overweight_Level_II 10921,Male,19.0,1.62,69.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10922,Female,21.0,1.61,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 10923,Female,20.476869,1.730199,78.048207,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.806422,1.0,no,Public_Transportation,Overweight_Level_II 10924,Male,17.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10925,Male,19.0,1.843172,88.0,yes,yes,2.0,1.077331,Sometimes,no,2.0,yes,1.0,0.733221,Sometimes,Public_Transportation,Overweight_Level_I 10926,Male,24.63474,1.82559,120.860386,yes,yes,2.591292,3.0,Sometimes,no,2.622638,no,0.0,0.711331,Sometimes,Public_Transportation,Obesity_Type_II 10927,Female,26.0,1.641918,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 10928,Female,40.0,1.5,62.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 10929,Female,21.938831,1.746277,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,1.680844,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 10930,Female,21.282238,1.73945,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.845134,no,1.259613,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 10931,Male,23.884212,1.708071,75.0,yes,yes,2.0,3.0,Sometimes,no,2.020424,no,0.0,0.086868,Sometimes,Public_Transportation,Overweight_Level_I 10932,Female,21.0,1.5,42.0,no,no,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10933,Male,20.871153,1.849425,105.000576,yes,yes,2.0,2.935381,Sometimes,no,1.000463,no,0.9529,1.796136,Sometimes,Public_Transportation,Obesity_Type_I 10934,Female,18.0,1.6,53.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 10935,Female,25.653233,1.643892,104.572712,yes,yes,3.0,3.0,Sometimes,no,1.438398,no,0.0,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 10936,Female,25.291974,1.683502,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.224482,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 10937,Male,19.0,1.7,72.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10938,Female,21.849705,1.6,65.127324,yes,yes,2.869778,3.0,Sometimes,no,2.0,no,1.866023,1.0,Sometimes,Public_Transportation,Overweight_Level_I 10939,Male,21.0,1.77,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10940,Male,19.089595,1.65,87.668828,yes,no,2.061461,1.894384,Sometimes,no,2.887909,no,0.0,0.554072,Sometimes,Public_Transportation,Overweight_Level_II 10941,Male,18.0,1.633794,68.250249,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.626456,Sometimes,Public_Transportation,Overweight_Level_II 10942,Female,42.337283,1.556579,80.0,yes,yes,2.0,3.0,Sometimes,no,2.090413,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10943,Female,18.863875,1.560029,71.728069,yes,yes,3.0,3.339914,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 10944,Male,25.539411,1.787787,115.428276,yes,yes,2.219186,3.0,Sometimes,no,2.141271,no,0.847587,0.00159,Sometimes,Automobile,Obesity_Type_II 10945,Male,23.0,1.78,79.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Frequently,Public_Transportation,Normal_Weight 10946,Male,33.0,1.63,66.5,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 10947,Female,18.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 10948,Male,31.205668,1.755142,118.668332,yes,yes,2.591292,2.992083,Sometimes,no,1.796376,no,0.390877,1.256119,Sometimes,Automobile,Obesity_Type_II 10949,Female,20.0,1.76,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 10950,Male,19.179932,1.816197,87.85785,yes,yes,2.348745,3.715148,Sometimes,no,2.226081,no,0.0,0.758897,Sometimes,Public_Transportation,Overweight_Level_II 10951,Male,25.509034,1.825718,121.094257,yes,yes,2.826251,3.0,Sometimes,no,2.089983,no,0.800487,0.0,Sometimes,Walking,Obesity_Type_II 10952,Female,21.0,1.52,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 10953,Female,19.054938,1.505437,39.535047,no,no,1.031149,3.0,Frequently,no,1.0,yes,1.190465,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10954,Male,21.849705,1.708071,75.970712,yes,yes,2.714447,3.0,Sometimes,no,2.207978,no,0.0,0.273882,Sometimes,Public_Transportation,Overweight_Level_I 10955,Female,18.0,1.66,57.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 10956,Male,21.391371,1.716521,80.0,yes,yes,2.0,2.656588,Sometimes,no,2.0,no,0.923428,0.0,no,Public_Transportation,Overweight_Level_II 10957,Female,38.464538,1.560215,77.00103,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10958,Female,21.285965,1.746652,133.980487,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,1.433151,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 10959,Male,24.622054,1.756509,117.631707,yes,yes,1.451337,3.0,Sometimes,no,2.0,no,1.384607,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 10960,Male,25.0,1.6,102.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10961,Male,18.0,1.722884,86.098523,yes,yes,2.0,3.0,Sometimes,no,1.660614,no,0.0,0.08922,Sometimes,Public_Transportation,Overweight_Level_II 10962,Female,37.218161,1.555778,62.211572,yes,yes,2.393837,2.996543,Sometimes,no,2.01897,no,0.0,0.21523,Sometimes,Automobile,Overweight_Level_I 10963,Male,24.408805,1.773664,116.348722,yes,yes,2.941929,2.935381,Sometimes,no,2.069257,no,0.248034,1.74288,no,Public_Transportation,Obesity_Type_II 10964,Male,30.475248,1.801224,118.332689,yes,yes,2.57649,3.0,Sometimes,no,2.081121,no,1.003294,0.176678,Sometimes,Automobile,Obesity_Type_II 10965,Male,29.216019,1.84842,122.119682,yes,yes,2.880792,2.993623,Sometimes,no,1.591597,no,0.976425,0.0,Sometimes,Automobile,Obesity_Type_II 10966,Female,22.978655,1.706525,51.121749,yes,yes,2.818502,3.0,Frequently,no,1.087166,no,1.399183,0.0,no,Public_Transportation,Insufficient_Weight 10967,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10968,Male,30.605225,1.698914,78.156035,yes,yes,2.0,3.0,Sometimes,no,2.116068,no,0.0,0.70778,Sometimes,Automobile,Overweight_Level_II 10969,Male,21.72127,1.837399,89.802492,yes,yes,2.0,2.692889,Sometimes,no,2.205911,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 10970,Female,17.0,1.63,59.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 10971,Female,26.699317,1.73945,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.566629,no,1.995582,0.760091,Sometimes,Public_Transportation,Obesity_Type_III 10972,Male,17.0,1.8,55.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 10973,Male,23.0,1.7,78.089575,yes,no,2.325623,1.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 10974,Male,34.993835,1.752456,84.783756,yes,yes,2.0,3.0,Sometimes,no,2.778587,no,2.70825,0.905181,no,Automobile,Overweight_Level_I 10975,Male,21.760734,1.839699,96.192662,yes,yes,1.993101,1.120102,Sometimes,no,2.414739,no,1.121038,0.0,Sometimes,Public_Transportation,Overweight_Level_II 10976,Male,21.0,1.62,70.0,no,yes,1.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10977,Female,22.0,1.58,51.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 10978,Male,37.96543,1.762887,117.29188,yes,yes,2.620963,2.272214,Sometimes,no,2.284494,no,1.281165,0.325445,Sometimes,Automobile,Obesity_Type_II 10979,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10980,Female,18.233541,1.746055,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.996487,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 10981,Male,20.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.873004,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 10982,Male,21.979769,1.781543,106.042142,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.980738,0.0,Sometimes,Public_Transportation,Obesity_Type_I 10983,Male,24.622054,1.647821,99.430612,yes,yes,2.475892,3.0,Sometimes,no,1.0,no,0.946461,1.0,Sometimes,Public_Transportation,Obesity_Type_II 10984,Male,24.063874,1.872561,121.491055,yes,yes,2.724285,2.683061,Sometimes,no,2.939492,no,1.303976,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10985,Female,24.0,1.6,48.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 10986,Female,26.0,1.624134,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 10987,Male,23.254934,1.684768,90.0,yes,yes,2.0,3.0,Sometimes,no,2.377257,no,0.868721,0.978574,Sometimes,Public_Transportation,Obesity_Type_I 10988,Female,21.832995,1.719913,151.278532,yes,yes,3.0,3.0,Sometimes,no,2.155926,no,1.999836,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 10989,Female,18.0,1.65,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 10990,Female,37.974483,1.549812,76.65949,yes,yes,2.04516,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 10991,Male,29.32038,1.754996,112.010504,yes,yes,1.3307,3.0,Sometimes,no,2.077704,no,0.0,0.436068,Sometimes,Automobile,Obesity_Type_II 10992,Male,24.825398,1.766626,120.775439,yes,yes,2.9673,3.0,Sometimes,no,2.869234,no,1.881761,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10993,Female,18.0,1.6,82.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 10994,Male,23.975685,1.758972,119.201465,yes,yes,2.766612,3.0,Sometimes,no,2.740848,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 10995,Male,24.449655,1.773664,120.872294,yes,yes,2.938616,3.0,Sometimes,no,2.416213,no,1.981154,0.078607,Sometimes,Public_Transportation,Obesity_Type_II 10996,Male,18.038422,1.770324,108.780099,yes,yes,2.0,1.0,Sometimes,no,2.111913,no,1.0,1.898139,Sometimes,Public_Transportation,Obesity_Type_I 10997,Male,19.799054,1.743702,54.927529,yes,yes,2.948248,3.28926,Sometimes,no,2.450069,no,1.680844,1.0,Sometimes,Public_Transportation,Insufficient_Weight 10998,Female,25.929746,1.629491,104.986792,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.15136,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 10999,Female,24.063874,1.632983,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,0.165422,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11000,Female,17.888073,1.664752,53.0,no,yes,1.853314,3.0,no,no,2.0,yes,0.520408,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11001,Female,16.928791,1.596586,47.124717,no,yes,2.699282,3.205009,Sometimes,no,1.490613,no,2.0,1.707421,no,Public_Transportation,Insufficient_Weight 11002,Female,21.979769,1.559005,42.0,no,yes,2.977018,3.0,Frequently,no,1.916812,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11003,Female,25.96701,1.632193,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.626467,no,0.001297,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 11004,Female,25.902283,1.618573,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.441289,no,0.0,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 11005,Female,26.0,1.623514,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 11006,Female,24.190896,1.573816,62.339003,yes,yes,2.0,1.391778,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11007,Male,24.481032,1.788586,85.687751,yes,yes,2.0,3.0,Sometimes,no,2.136159,no,0.780117,0.88868,Sometimes,Public_Transportation,Overweight_Level_II 11008,Male,21.0,1.75,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11009,Male,24.0,1.7,97.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 11010,Male,33.049121,1.7,84.773349,yes,yes,2.0,2.842035,Sometimes,no,2.984153,no,1.0,0.0,no,Automobile,Overweight_Level_II 11011,Male,38.523646,1.701413,116.160329,yes,yes,2.630137,2.853676,Sometimes,no,1.831187,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 11012,Male,30.711381,1.801224,124.704781,yes,yes,2.5621,3.0,Sometimes,no,2.003563,no,0.923428,0.619012,Sometimes,Public_Transportation,Obesity_Type_II 11013,Male,17.0,1.85,85.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_II 11014,Female,36.0,1.55,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 11015,Female,26.0,1.634894,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 11016,Female,16.950499,1.660756,50.424661,no,yes,2.058687,3.0,Sometimes,no,2.874336,no,0.063383,0.076654,Sometimes,Public_Transportation,Insufficient_Weight 11017,Male,22.154854,1.765188,116.164351,yes,yes,1.800122,3.0,Sometimes,no,1.0,no,1.889937,0.086868,Sometimes,Public_Transportation,Obesity_Type_II 11018,Female,23.0,1.55,52.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11019,Male,30.717727,1.755938,120.980508,yes,yes,2.219186,2.849347,Sometimes,no,2.173279,no,0.647632,1.339232,Sometimes,Automobile,Obesity_Type_II 11020,Male,17.0,1.8,58.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 11021,Female,23.0,1.644517,84.340406,yes,yes,2.954996,3.0,Sometimes,no,2.824559,no,2.0,0.310394,no,Public_Transportation,Obesity_Type_I 11022,Male,30.610436,1.694969,102.182498,yes,yes,2.652779,3.0,Sometimes,no,1.175714,no,1.030526,0.0,no,Public_Transportation,Obesity_Type_II 11023,Female,26.0,1.629727,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.638164,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 11024,Male,30.551762,1.75,120.344402,yes,yes,2.908757,3.0,Sometimes,no,2.315983,no,0.885633,0.738269,Sometimes,Automobile,Obesity_Type_II 11025,Male,30.958957,1.657995,102.093223,yes,yes,2.974006,3.0,Sometimes,no,1.0,no,1.866023,0.0,no,Automobile,Obesity_Type_II 11026,Male,22.977357,1.793451,89.909259,yes,yes,2.0,3.0,Sometimes,no,1.274718,no,0.884935,0.7702,Sometimes,Public_Transportation,Overweight_Level_II 11027,Male,25.15462,1.755938,118.332966,yes,yes,1.994679,3.0,Sometimes,no,2.0,no,1.05545,0.738935,Sometimes,Public_Transportation,Obesity_Type_II 11028,Male,26.0,1.766888,111.93301,yes,yes,1.036159,3.0,Sometimes,no,2.039535,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_II 11029,Male,24.0,1.74,88.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 11030,Male,17.767432,1.686904,57.790381,yes,yes,2.0,4.0,Sometimes,no,2.0,no,0.926201,0.06741,no,Automobile,Insufficient_Weight 11031,Female,39.0,1.65,90.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 11032,Male,22.679935,1.714508,83.414072,yes,yes,2.0,2.716106,Sometimes,no,2.0,no,0.0,1.516731,Sometimes,Public_Transportation,Overweight_Level_II 11033,Male,19.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11034,Female,26.0,1.62439,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 11035,Male,21.0,1.8,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11036,Female,41.0,1.54,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 11037,Male,19.0,1.8,75.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11038,Female,24.469756,1.644199,114.906095,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,0.38926,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 11039,Female,26.0,1.63302,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.035928,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 11040,Female,37.0,1.59,77.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 11041,Female,21.282238,1.748951,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.469928,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 11042,Female,20.102241,1.781952,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,1.917014,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 11043,Male,20.738469,1.899588,124.269251,yes,yes,2.070964,3.0,Sometimes,no,1.033199,no,0.979306,0.004813,Sometimes,Public_Transportation,Obesity_Type_II 11044,Female,21.28253,1.739293,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.142873,no,0.966617,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 11045,Male,21.0,1.58,68.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11046,Female,26.0,1.627812,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.508848,Sometimes,Public_Transportation,Obesity_Type_III 11047,Male,26.680376,1.829239,118.299585,yes,yes,2.104772,3.0,Sometimes,no,2.0,no,1.926381,1.0,Sometimes,Automobile,Obesity_Type_II 11048,Female,23.0,1.61,66.5,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 11049,Female,18.702587,1.732951,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.795752,no,1.689525,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 11050,Male,25.526746,1.825449,117.57457,yes,yes,2.997951,3.0,Sometimes,no,2.338373,no,1.162519,1.041677,Sometimes,Public_Transportation,Obesity_Type_II 11051,Female,18.827008,1.7,50.0,no,yes,1.031149,3.240578,Frequently,no,1.0,no,0.783676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11052,Male,19.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11053,Female,17.0,1.55,56.0,no,yes,3.0,1.0,Sometimes,no,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11054,Male,21.0,1.737984,75.127401,yes,yes,2.0,3.0,Sometimes,no,1.853991,no,0.10297,1.619596,Sometimes,Public_Transportation,Overweight_Level_I 11055,Female,19.233541,1.806827,152.473625,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.699181,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 11056,Male,23.0,1.83,89.8,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11057,Female,21.0,1.55,57.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 11058,Female,19.0,1.79,49.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 11059,Male,29.713169,1.75596,112.957922,yes,yes,2.918113,3.0,Sometimes,no,2.0,no,0.0,0.028583,Sometimes,Automobile,Obesity_Type_II 11060,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11061,Female,26.0,1.656504,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 11062,Female,23.0,1.6,80.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 11063,Female,42.189023,1.647768,79.58958,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 11064,Female,21.28253,1.769328,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.817899,no,1.628637,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 11065,Female,27.0,1.57,60.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11066,Male,25.151286,1.771837,114.163921,yes,yes,1.851262,3.0,Sometimes,no,2.116399,no,0.388269,0.077818,Sometimes,Public_Transportation,Obesity_Type_II 11067,Female,26.0,1.624134,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 11068,Female,19.0,1.52,61.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11069,Male,36.769646,1.779547,98.490766,yes,yes,2.341999,2.888193,Sometimes,no,1.61837,no,0.0,0.369134,Frequently,Automobile,Obesity_Type_I 11070,Male,31.426573,1.909198,129.769141,yes,yes,2.253371,3.0,Sometimes,yes,1.54249,no,1.19102,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11071,Female,26.0,1.643421,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 11072,Male,23.0,1.718845,81.32297,yes,yes,2.0,2.372339,Sometimes,no,2.0,no,0.0,0.37465,Sometimes,Public_Transportation,Overweight_Level_II 11073,Male,21.849705,1.7,75.0,yes,yes,2.919751,2.849848,Sometimes,no,2.0,no,1.679935,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11074,Male,23.118327,1.830384,105.580491,yes,yes,2.0,2.627173,Sometimes,no,2.777712,no,0.062932,1.014808,Sometimes,Public_Transportation,Obesity_Type_I 11075,Male,17.0,1.78,53.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11076,Female,28.0,1.75,57.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11077,Male,21.0,1.75,78.0,yes,yes,2.0,1.0,Frequently,no,3.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 11078,Male,19.0,1.7,72.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11079,Male,21.0,1.78,72.0,no,yes,1.0,4.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11080,Male,23.0,1.818641,85.0,yes,yes,2.0,3.0,Sometimes,no,2.653563,no,1.926592,0.16779,Sometimes,Public_Transportation,Obesity_Type_I 11081,Female,21.0,1.62,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11082,Male,22.977357,1.795311,89.868784,yes,yes,1.851262,2.283673,Sometimes,no,2.816015,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11083,Male,22.429812,1.717826,82.012637,yes,yes,2.944287,2.041558,Sometimes,no,2.042078,no,0.94141,1.287117,Sometimes,Public_Transportation,Overweight_Level_II 11084,Male,22.970655,1.819728,105.428628,yes,yes,2.0,2.217651,Sometimes,no,2.045069,no,0.022598,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 11085,Male,22.0,1.78,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 11086,Female,29.0,1.628855,79.843221,yes,yes,1.270448,3.0,Sometimes,no,1.220365,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11087,Female,25.982113,1.629225,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.098043,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 11088,Male,22.771001,1.7,75.093569,yes,yes,2.0,2.977909,Sometimes,no,2.0,no,0.0,1.34403,Sometimes,Public_Transportation,Overweight_Level_I 11089,Female,26.0,1.642098,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.01931,Sometimes,Public_Transportation,Obesity_Type_III 11090,Male,31.539393,1.754996,83.337721,yes,yes,2.947495,2.449067,Sometimes,no,2.0,no,0.294763,0.691944,Sometimes,Automobile,Overweight_Level_II 11091,Male,27.0,1.71,71.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 11092,Female,26.0,1.640741,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 11093,Female,21.0,1.57,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11094,Male,21.478496,1.836592,89.909259,yes,yes,1.897796,1.476204,Sometimes,no,2.0,no,1.581242,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11095,Male,23.0,1.8,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11096,Male,24.408805,1.762921,117.792268,yes,yes,2.317734,2.992903,Sometimes,no,2.0,no,0.891444,1.114716,Sometimes,Public_Transportation,Obesity_Type_II 11097,Female,18.871917,1.556211,41.397378,no,yes,2.009796,1.0,Sometimes,no,1.298165,no,0.0,0.062488,Sometimes,Public_Transportation,Insufficient_Weight 11098,Male,19.816949,1.883364,64.259379,yes,yes,2.568063,3.0,Sometimes,no,2.434832,no,2.21722,0.816986,Sometimes,Automobile,Insufficient_Weight 11099,Female,19.0,1.57,52.0,no,no,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11100,Male,24.006271,1.699315,100.642257,yes,yes,2.871016,1.894384,Sometimes,no,1.0,no,1.858554,1.466496,Sometimes,Public_Transportation,Obesity_Type_II 11101,Female,19.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11102,Female,18.0,1.6,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Obesity_Type_I 11103,Male,33.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 11104,Male,26.740655,1.919543,118.424156,yes,yes,2.49619,3.0,Sometimes,no,2.102709,no,0.584272,0.010721,Sometimes,Public_Transportation,Obesity_Type_II 11105,Female,33.0,1.56,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11106,Female,26.0,1.62495,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 11107,Male,24.444846,1.754217,117.86159,yes,yes,1.457758,3.0,Sometimes,no,2.0,no,0.348839,0.062167,Sometimes,Public_Transportation,Obesity_Type_II 11108,Male,23.0,1.8,76.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11109,Male,17.764764,1.838441,59.295172,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.220029,Sometimes,Automobile,Insufficient_Weight 11110,Female,26.0,1.734092,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.133566,Sometimes,Public_Transportation,Obesity_Type_III 11111,Female,19.0,1.7,56.0,no,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11112,Female,26.0,1.60937,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 11113,Male,38.0,1.85,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Obesity_Type_I 11114,Male,27.635029,1.877732,120.399758,yes,yes,2.819934,3.0,Sometimes,no,1.723159,no,1.247505,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 11115,Female,26.0,1.633195,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.145284,Sometimes,Public_Transportation,Obesity_Type_III 11116,Male,17.0,1.83,68.0,no,no,2.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11117,Male,24.284861,1.759422,119.192922,yes,yes,2.927409,3.0,Sometimes,no,2.926995,no,1.330519,0.928972,Sometimes,Public_Transportation,Obesity_Type_II 11118,Female,18.0,1.57,51.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11119,Female,21.285965,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.725931,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 11120,Male,18.0,1.758687,108.316462,yes,yes,2.44004,2.993623,Sometimes,no,2.104696,no,0.849811,0.0,no,Public_Transportation,Obesity_Type_I 11121,Female,21.0,1.55,58.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11122,Female,26.0,1.63302,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 11123,Female,37.496175,1.517248,77.354744,yes,yes,2.146598,1.044628,Sometimes,no,2.480555,no,0.706287,0.0,no,Automobile,Overweight_Level_II 11124,Male,17.925497,1.812472,58.968994,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.480813,Sometimes,Automobile,Insufficient_Weight 11125,Female,19.431662,1.797833,142.102468,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.995582,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 11126,Male,17.06713,1.838266,59.295172,yes,yes,2.559571,3.0,Sometimes,no,2.0,no,2.349495,0.105895,no,Automobile,Insufficient_Weight 11127,Male,23.0,1.743841,78.88036,yes,yes,1.880534,3.0,Sometimes,no,2.15687,no,1.587406,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11128,Female,21.0,1.62,66.0,no,yes,3.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11129,Female,18.367481,1.716497,126.798173,yes,yes,3.0,3.0,Sometimes,no,1.347559,no,1.621733,0.862587,Sometimes,Public_Transportation,Obesity_Type_III 11130,Male,31.199261,1.77558,120.399758,yes,yes,2.777165,3.0,Sometimes,no,2.109697,no,0.922739,0.145284,Sometimes,Automobile,Obesity_Type_II 11131,Male,20.068432,1.754956,55.003417,yes,yes,2.720701,3.0,Sometimes,no,2.612758,no,2.164472,2.0,Sometimes,Automobile,Insufficient_Weight 11132,Female,37.524551,1.585786,80.0,yes,yes,2.0,3.0,Sometimes,no,1.336526,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11133,Male,23.0,1.85,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11134,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 11135,Female,21.491055,1.669039,122.609911,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.246831,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 11136,Male,17.781183,1.780725,97.911865,yes,yes,2.0,2.902639,Sometimes,no,2.0,no,2.89118,1.0,no,Public_Transportation,Obesity_Type_I 11137,Male,21.051107,1.780089,106.49141,yes,yes,2.933409,3.0,Sometimes,no,2.843777,no,0.0,1.529423,no,Public_Transportation,Obesity_Type_I 11138,Female,26.0,1.623938,110.930509,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 11139,Male,30.424369,1.699354,100.176866,yes,yes,2.819934,2.753418,Sometimes,no,1.0,no,1.076729,0.0,no,Public_Transportation,Obesity_Type_II 11140,Female,23.0,1.58,58.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11141,Male,30.64243,1.653751,101.285765,yes,yes,2.042762,2.992083,Sometimes,no,1.0,no,1.392026,0.317846,no,Public_Transportation,Obesity_Type_II 11142,Male,22.754646,1.751631,89.738596,yes,yes,1.936479,1.010319,Sometimes,yes,2.174248,no,0.0,0.838847,Sometimes,Public_Transportation,Overweight_Level_II 11143,Female,21.008297,1.723587,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.692112,no,1.645532,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 11144,Female,22.889099,1.786758,50.749657,yes,yes,2.915279,3.520555,Frequently,no,1.979833,no,1.979818,0.0,no,Public_Transportation,Insufficient_Weight 11145,Male,21.81119,1.81955,88.119139,yes,yes,2.0,3.0,Sometimes,no,2.632498,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11146,Female,18.0,1.56,51.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11147,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 11148,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11149,Female,21.568951,1.622397,62.871794,no,yes,2.0,1.293342,Sometimes,no,1.429687,no,0.062932,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11150,Male,20.975973,1.792687,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.553198,no,0.0,0.393838,Sometimes,Public_Transportation,Obesity_Type_I 11151,Male,19.0,1.82093,85.0,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11152,Female,21.0,1.48,60.0,yes,no,2.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,no,Public_Transportation,Overweight_Level_II 11153,Male,19.0,1.8,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11154,Female,37.275298,1.681855,78.025625,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 11155,Male,29.883021,1.767485,120.151967,yes,yes,2.9553,3.0,Sometimes,no,2.828861,no,1.879818,0.0,Sometimes,Automobile,Obesity_Type_II 11156,Male,19.506389,1.814696,87.656029,yes,yes,2.79606,3.714833,Sometimes,no,1.087166,no,2.146778,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11157,Female,18.0,1.7,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11158,Male,24.449655,1.788459,121.458232,yes,yes,2.819934,3.0,Sometimes,no,1.711666,no,0.232742,0.143675,no,Public_Transportation,Obesity_Type_II 11159,Female,42.337283,1.556211,81.32297,yes,yes,2.0,2.988539,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11160,Female,24.0,1.65,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 11161,Male,17.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Walking,Normal_Weight 11162,Male,18.0,1.783914,109.908779,yes,yes,1.813234,3.0,Sometimes,no,1.153286,no,0.868721,0.555468,Sometimes,Public_Transportation,Obesity_Type_I 11163,Female,23.432227,1.68395,113.451224,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.652736,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 11164,Female,40.951591,1.544937,80.0,yes,yes,2.0,1.343117,Sometimes,no,1.0,no,0.514225,0.0,no,Automobile,Obesity_Type_I 11165,Female,22.0,1.6,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11166,Female,21.125098,1.65,88.600878,yes,yes,2.073224,1.0,Sometimes,no,3.0,no,1.322558,1.365793,no,Public_Transportation,Obesity_Type_I 11167,Female,19.0,1.55,49.0,no,no,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 11168,Female,21.28253,1.747739,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.891713,no,1.427037,0.827439,Sometimes,Public_Transportation,Obesity_Type_III 11169,Male,20.0,1.82,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11170,Female,32.0,1.72,78.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 11171,Male,34.792901,1.731389,84.773349,yes,yes,2.0,2.609801,Sometimes,no,2.0,no,2.405963,0.966181,Sometimes,Automobile,Overweight_Level_II 11172,Female,26.0,1.643421,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 11173,Female,22.0,1.58,48.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11174,Male,18.0,1.84,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 11175,Male,26.0,1.792687,105.013901,yes,yes,2.0,3.0,Sometimes,no,2.72005,no,1.0,0.142638,Sometimes,Public_Transportation,Obesity_Type_I 11176,Male,25.959772,1.854706,117.8972,yes,yes,2.9553,3.0,Sometimes,no,2.0,no,1.089891,0.027093,Sometimes,Public_Transportation,Obesity_Type_II 11177,Female,17.0,1.52,41.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11178,Female,25.919241,1.622701,102.910613,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.05093,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11179,Female,20.0,1.5,42.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11180,Female,22.909992,1.632605,82.039,yes,yes,1.918251,1.0,Sometimes,no,2.0,no,0.0,1.376597,Sometimes,Public_Transportation,Obesity_Type_I 11181,Female,21.0,1.66,49.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11182,Female,25.783865,1.623707,105.580491,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.01586,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 11183,Female,25.0,1.54,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 11184,Female,17.6739,1.725548,49.039794,no,yes,1.950742,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11185,Female,21.0,1.52,42.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 11186,Male,33.0,1.7,102.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 11187,Female,33.0,1.65,78.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 11188,Female,20.552695,1.524926,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11189,Male,22.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11190,Male,33.100581,1.789992,103.743534,yes,yes,2.795086,2.701521,Sometimes,no,2.519841,no,0.876101,1.0647,Sometimes,Automobile,Obesity_Type_II 11191,Female,21.680123,1.737056,133.45249,yes,yes,3.0,3.0,Sometimes,no,1.745959,no,1.413239,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 11192,Female,23.0,1.65,79.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 11193,Female,22.052152,1.754218,44.641796,no,yes,3.0,1.890213,Frequently,no,2.0,no,1.967234,0.0,no,Public_Transportation,Insufficient_Weight 11194,Male,21.0,1.65,69.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11195,Female,23.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11196,Male,20.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 11197,Male,18.0,1.710415,51.692272,yes,yes,2.540949,3.0,Sometimes,no,1.964435,no,0.99295,1.441605,no,Public_Transportation,Insufficient_Weight 11198,Female,30.945369,1.696954,78.967919,yes,yes,2.0,1.894384,Sometimes,no,1.992586,no,0.0,1.402414,no,Public_Transportation,Overweight_Level_II 11199,Female,19.0,1.6,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11200,Male,30.554956,1.762921,120.60094,yes,yes,2.671238,3.0,Sometimes,no,2.145368,no,0.877067,1.596562,Sometimes,Automobile,Obesity_Type_II 11201,Male,20.534606,1.773594,98.447311,yes,yes,2.0,2.964024,Sometimes,no,3.0,yes,3.0,1.0,no,Public_Transportation,Obesity_Type_I 11202,Male,31.793937,1.75,120.0,yes,yes,2.774562,3.0,Sometimes,no,2.174248,no,0.68183,1.441605,Sometimes,Automobile,Obesity_Type_II 11203,Female,23.0,1.64,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11204,Male,30.958957,1.767077,120.209711,yes,yes,2.9673,3.0,Sometimes,no,2.205977,no,1.958694,1.339232,Sometimes,Automobile,Obesity_Type_II 11205,Male,29.43879,1.792998,108.265922,yes,yes,2.0,2.174968,Sometimes,no,2.657303,no,1.609938,0.474216,Sometimes,Automobile,Obesity_Type_I 11206,Male,43.591999,1.595165,77.354744,yes,yes,2.0,3.0,Sometimes,no,2.172649,no,2.0,0.0,no,Automobile,Obesity_Type_I 11207,Male,22.0,1.66,60.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11208,Female,19.262934,1.748106,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.938896,no,1.464674,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 11209,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 11210,Female,21.987341,1.752755,78.664618,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.119682,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11211,Male,23.0,1.715118,84.75383,yes,yes,2.0,1.672706,Sometimes,no,1.796257,no,0.371508,0.936925,no,Public_Transportation,Overweight_Level_II 11212,Female,18.335019,1.683502,133.76473,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.70464,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 11213,Female,26.0,1.633887,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 11214,Female,21.566815,1.748533,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.413239,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 11215,Male,34.0,1.65,90.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 11216,Female,26.0,1.622397,109.599453,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 11217,Male,21.0,1.82,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11218,Male,21.0,1.78,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 11219,Female,18.0,1.66,56.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11220,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11221,Male,30.0,1.85,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 11222,Female,26.0,1.642971,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 11223,Female,21.568951,1.726606,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.299194,no,1.464674,0.946888,Sometimes,Public_Transportation,Obesity_Type_III 11224,Female,35.456326,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.152736,no,1.976582,0.0,no,Automobile,Overweight_Level_II 11225,Female,21.0,1.62,60.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11226,Female,23.0,1.72,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 11227,Female,21.837058,1.737453,75.920519,yes,yes,2.0,3.0,Sometimes,no,1.305816,no,0.553305,0.548539,Sometimes,Public_Transportation,Overweight_Level_I 11228,Male,22.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11229,Female,19.0,1.7,57.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11230,Male,23.0,1.75,56.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 11231,Male,22.591026,1.753081,95.285898,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.588046,no,Public_Transportation,Obesity_Type_I 11232,Male,24.657598,1.65731,100.5,yes,no,2.0,1.240046,Sometimes,no,3.0,no,0.0,1.412329,no,Public_Transportation,Obesity_Type_II 11233,Female,26.0,1.656504,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 11234,Male,22.906342,1.827279,122.024954,yes,yes,3.0,2.701689,Sometimes,no,1.859089,no,0.899864,0.018877,Sometimes,Public_Transportation,Obesity_Type_II 11235,Female,18.314593,1.746416,133.554686,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,1.879818,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 11236,Male,19.0,1.62,66.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11237,Female,20.0,1.79,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 11238,Male,27.991467,1.82559,120.860386,yes,yes,2.971574,3.0,Sometimes,no,3.0,no,1.427413,0.150969,Sometimes,Public_Transportation,Obesity_Type_II 11239,Male,31.0,1.8,92.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 11240,Male,19.0,1.75,72.0,yes,no,1.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Automobile,Normal_Weight 11241,Female,39.0,1.48,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 11242,Female,21.0,1.62,70.0,no,yes,3.0,1.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11243,Male,18.0,1.7,108.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 11244,Female,25.991886,1.668931,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.204108,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 11245,Female,20.850119,1.570811,41.669346,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,1.672508,Sometimes,Public_Transportation,Insufficient_Weight 11246,Female,39.850137,1.573816,76.202761,yes,yes,1.116068,3.0,Sometimes,no,2.976672,no,0.684739,0.371941,Sometimes,Automobile,Obesity_Type_I 11247,Female,22.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 11248,Male,25.380557,1.77558,117.631707,yes,yes,2.630401,3.0,Sometimes,no,2.184707,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11249,Female,26.0,1.649736,90.0,yes,yes,3.0,3.0,Sometimes,no,2.697661,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11250,Male,25.0,1.85,110.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11251,Female,22.667596,1.616366,82.0,yes,yes,1.096455,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 11252,Male,22.875223,1.716691,52.289828,yes,yes,3.0,3.884861,Frequently,no,2.0,no,0.118271,0.065515,Sometimes,Public_Transportation,Insufficient_Weight 11253,Male,27.0,1.85,85.0,no,no,2.0,3.0,Frequently,no,3.0,no,2.0,2.0,Sometimes,Walking,Normal_Weight 11254,Male,22.865018,1.820643,86.144904,yes,yes,2.0,3.0,Sometimes,no,2.691584,no,0.0,0.453404,Sometimes,Public_Transportation,Overweight_Level_I 11255,Female,27.266287,1.628855,74.885222,yes,yes,2.906269,3.0,Sometimes,no,2.0,no,0.503122,0.440087,Frequently,Automobile,Overweight_Level_I 11256,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11257,Female,21.837996,1.751118,133.937873,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.289421,0.806069,Sometimes,Public_Transportation,Obesity_Type_III 11258,Female,26.0,1.67,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11259,Male,30.577944,1.774775,120.613561,yes,yes,2.397284,3.0,Sometimes,no,2.653531,no,0.565242,0.921991,Sometimes,Public_Transportation,Obesity_Type_II 11260,Female,16.30687,1.605404,49.660995,no,yes,2.911877,1.0,Sometimes,no,2.0,no,2.936551,0.371941,Sometimes,Public_Transportation,Insufficient_Weight 11261,Male,26.004294,1.855543,88.965521,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.898139,Sometimes,Public_Transportation,Overweight_Level_I 11262,Female,21.016623,1.753716,137.858254,yes,yes,3.0,3.0,Sometimes,no,1.723159,no,1.890907,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 11263,Female,39.0,1.56,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11264,Female,26.0,1.680858,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.777379,no,0.0,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 11265,Male,22.771612,1.77151,114.144378,yes,yes,2.640801,2.644692,Sometimes,no,2.740824,no,1.293396,0.078207,Sometimes,Public_Transportation,Obesity_Type_II 11266,Male,23.411141,1.829529,120.337664,yes,yes,2.002796,2.983201,Sometimes,no,1.152736,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11267,Male,28.704462,1.762921,113.90198,yes,yes,2.323351,3.0,Sometimes,no,2.164784,no,1.046463,0.0,Sometimes,Automobile,Obesity_Type_II 11268,Male,27.83173,1.829239,107.10819,yes,yes,2.146598,3.0,Sometimes,no,2.0,no,1.609938,1.650778,Sometimes,Automobile,Obesity_Type_I 11269,Male,22.972998,1.717288,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.040816,1.817146,no,Public_Transportation,Overweight_Level_II 11270,Female,21.0,1.6,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11271,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11272,Male,30.475248,1.829142,129.19449,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.266866,0.034897,Sometimes,Public_Transportation,Obesity_Type_II 11273,Male,34.0,1.7,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_I 11274,Male,21.02497,1.721854,80.0,yes,yes,2.0,1.630728,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11275,Female,21.832995,1.608283,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.67062,no,1.931173,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 11276,Female,26.0,1.618573,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 11277,Male,25.015173,1.765464,115.127662,yes,yes,1.562804,3.0,Sometimes,no,2.046766,no,0.788585,0.453404,Sometimes,Public_Transportation,Obesity_Type_II 11278,Male,34.139453,1.868127,125.077863,yes,yes,2.880759,3.0,Sometimes,no,1.527036,no,0.839481,0.0,Sometimes,Automobile,Obesity_Type_II 11279,Female,20.976842,1.751046,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,1.661556,0.739684,Sometimes,Public_Transportation,Obesity_Type_III 11280,Male,22.580038,1.772449,97.813023,yes,yes,2.0,2.983297,Sometimes,no,2.570088,no,0.256323,1.425852,no,Public_Transportation,Obesity_Type_I 11281,Male,37.0,1.75,87.0,no,no,2.0,4.0,no,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_I 11282,Female,23.0,1.647821,83.014033,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.593704,no,Public_Transportation,Obesity_Type_I 11283,Male,21.72127,1.673394,99.605527,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.949976,1.690901,no,Public_Transportation,Obesity_Type_I 11284,Female,18.0,1.722461,80.442775,yes,yes,2.628791,2.562895,Sometimes,no,1.844645,no,0.288032,0.722276,no,Public_Transportation,Overweight_Level_I 11285,Female,24.0,1.6,48.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11286,Male,30.002029,1.670667,112.000381,yes,yes,1.572036,3.0,Sometimes,no,2.003563,no,0.0,0.114457,Sometimes,Public_Transportation,Obesity_Type_II 11287,Female,25.795187,1.616975,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.006265,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 11288,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11289,Female,18.0,1.63,55.0,no,yes,3.0,3.0,no,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11290,Male,23.455324,1.716308,80.037202,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.89388,Sometimes,Public_Transportation,Overweight_Level_II 11291,Female,18.686904,1.732492,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.543961,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 11292,Male,18.0,1.792646,108.244379,yes,yes,2.0,2.475444,Sometimes,no,2.781417,no,0.0,1.718513,no,Public_Transportation,Obesity_Type_I 11293,Male,25.783865,1.62826,70.0,no,yes,2.0,2.326233,no,no,1.910564,no,0.01586,0.445495,Sometimes,Public_Transportation,Overweight_Level_I 11294,Male,26.0,1.634832,111.9307,yes,yes,2.939671,3.0,Sometimes,no,2.715572,no,0.181753,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 11295,Male,18.0,1.75,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11296,Male,34.369686,1.764138,80.13868,yes,yes,2.459976,3.30846,Sometimes,no,2.0,no,0.821977,0.897942,no,Automobile,Overweight_Level_II 11297,Male,19.374207,1.721384,78.0,no,yes,1.947405,2.976211,Sometimes,no,2.0,no,2.721646,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11298,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11299,Male,22.832105,1.829239,121.658729,yes,yes,2.0,3.0,Sometimes,no,2.386904,no,1.110868,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 11300,Female,20.976842,1.758972,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,1.077469,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 11301,Male,17.764764,1.688426,59.20945,yes,yes,2.714447,4.0,Sometimes,no,2.0,no,2.040816,1.0,no,Public_Transportation,Insufficient_Weight 11302,Female,26.0,1.650125,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 11303,Male,21.0,1.67,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11304,Male,31.0,1.75,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 11305,Male,24.284833,1.779049,113.774198,yes,yes,1.455602,3.0,Sometimes,no,2.856795,no,2.0,0.340196,Sometimes,Public_Transportation,Obesity_Type_II 11306,Female,18.0,1.7,86.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11307,Male,26.0,1.782722,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.104264,no,0.0,1.47574,Sometimes,Automobile,Obesity_Type_I 11308,Female,21.0,1.62,68.0,yes,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11309,Female,18.976968,1.6,97.58826,yes,yes,3.0,2.849347,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 11310,Female,25.968792,1.73995,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.615548,no,0.162279,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 11311,Female,18.0,1.622241,82.919584,yes,yes,2.0,3.0,Sometimes,no,1.003063,no,0.838739,0.169879,Sometimes,Public_Transportation,Obesity_Type_I 11312,Female,25.966504,1.546551,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.084442,no,0.095389,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 11313,Female,20.0,1.7,50.0,yes,yes,3.0,4.0,Frequently,yes,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 11314,Female,39.825592,1.559005,80.0,yes,yes,2.9553,3.0,Sometimes,no,1.872673,no,0.06275,0.0,Sometimes,Automobile,Obesity_Type_I 11315,Male,19.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11316,Female,22.276969,1.700627,82.06359,yes,yes,1.826885,2.625475,Sometimes,no,2.923856,no,0.887923,0.553093,Sometimes,Public_Transportation,Obesity_Type_I 11317,Female,26.0,1.629442,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.543761,Sometimes,Public_Transportation,Obesity_Type_III 11318,Male,19.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11319,Male,24.190896,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.699971,no,2.0,0.142638,Sometimes,Public_Transportation,Overweight_Level_I 11320,Female,26.0,1.627567,106.49141,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.0,0.726118,Sometimes,Public_Transportation,Obesity_Type_III 11321,Female,26.0,1.627532,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 11322,Female,21.125098,1.618148,68.016472,no,yes,1.947495,1.72626,no,no,2.0,no,0.133398,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11323,Female,26.0,1.656504,111.874519,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.160138,Sometimes,Public_Transportation,Obesity_Type_III 11324,Male,24.417552,1.750085,117.708705,yes,yes,1.996646,3.0,Sometimes,no,2.0,no,1.076926,0.092736,Sometimes,Public_Transportation,Obesity_Type_II 11325,Female,25.919571,1.613574,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.045651,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 11326,Male,24.693108,1.860292,120.805715,yes,yes,2.591292,3.0,Sometimes,no,2.879402,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11327,Female,23.335391,1.613921,80.0,yes,yes,2.0,2.372339,Sometimes,no,2.305521,no,0.0,0.071028,no,Public_Transportation,Obesity_Type_I 11328,Female,25.907833,1.665798,103.605896,yes,yes,3.0,3.0,Sometimes,no,1.438018,no,0.0,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 11329,Male,19.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11330,Male,23.083621,1.704877,98.296651,yes,yes,2.204914,1.0,Sometimes,no,2.0,no,1.857351,0.0,no,Public_Transportation,Obesity_Type_I 11331,Female,19.0,1.61,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11332,Female,26.0,1.627567,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 11333,Male,31.315593,1.780503,102.784864,yes,yes,2.382705,2.701521,Sometimes,no,1.835545,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 11334,Male,33.0,1.7,97.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 11335,Male,21.0,1.86,88.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11336,Female,16.0,1.55,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11337,Female,17.0,1.6,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 11338,Male,23.254934,1.673482,90.0,yes,yes,2.0,3.0,Sometimes,no,2.843777,no,0.793489,1.40913,Sometimes,Public_Transportation,Obesity_Type_I 11339,Male,17.689057,1.71073,50.0,no,yes,2.512719,3.420618,Sometimes,no,2.0,no,0.146919,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11340,Female,26.0,1.644078,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 11341,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11342,Female,25.96773,1.642098,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.204108,0.657221,Sometimes,Public_Transportation,Obesity_Type_III 11343,Female,26.0,1.600264,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11344,Female,37.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 11345,Female,18.0,1.58,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 11346,Male,24.444846,1.716289,75.970712,yes,yes,2.0,3.0,Sometimes,no,2.074048,no,0.791929,0.444532,Sometimes,Public_Transportation,Overweight_Level_I 11347,Male,18.0,1.85,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 11348,Male,37.205173,1.75,118.805937,yes,yes,2.123159,3.0,Sometimes,no,2.292073,no,0.690269,0.0,Sometimes,Automobile,Obesity_Type_II 11349,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 11350,Male,19.0,1.89,60.0,yes,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11351,Male,18.0,1.75,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 11352,Female,25.982261,1.644682,105.496975,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.057758,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 11353,Male,21.997683,1.75336,118.237782,yes,yes,2.499388,2.791366,Sometimes,no,2.0,no,1.999773,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11354,Male,19.0,1.75,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11355,Male,38.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 11356,Male,30.002029,1.801224,125.064264,yes,yes,2.499108,3.0,Sometimes,no,2.001936,no,1.006884,0.593917,Sometimes,Public_Transportation,Obesity_Type_II 11357,Female,22.977357,1.740295,45.0,no,yes,3.0,3.0,Frequently,no,2.115967,yes,1.351996,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11358,Male,30.899219,1.919557,129.956288,yes,yes,2.191108,3.0,Sometimes,no,1.955053,no,0.98232,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11359,Male,21.0,1.88,125.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11360,Female,22.906342,1.622787,82.0,yes,yes,1.002564,1.0,Sometimes,no,2.0,no,0.0,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 11361,Male,23.0,1.654961,94.790579,yes,yes,2.0,3.0,Sometimes,no,1.490613,no,0.654316,0.0,no,Public_Transportation,Obesity_Type_I 11362,Female,17.70368,1.634832,45.0,no,no,3.0,3.0,Sometimes,no,2.824559,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11363,Female,18.0,1.69,79.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11364,Male,18.0,1.76,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Bike,Insufficient_Weight 11365,Female,38.0,1.75,78.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11366,Male,23.963649,1.785277,120.344402,yes,yes,2.997524,3.0,Sometimes,no,2.049079,no,0.992829,1.74992,Sometimes,Public_Transportation,Obesity_Type_II 11367,Female,21.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11368,Male,21.652229,1.856811,88.633616,yes,yes,2.047069,1.874532,Sometimes,no,2.0,no,0.292093,0.207922,Sometimes,Public_Transportation,Overweight_Level_I 11369,Female,19.0,1.6,49.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 11370,Female,19.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11371,Male,18.0,1.7,52.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11372,Male,31.662814,1.767485,120.158049,yes,yes,2.57691,3.0,Sometimes,no,2.080187,no,0.886817,1.772463,Sometimes,Automobile,Obesity_Type_II 11373,Male,21.008051,1.773664,115.382519,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.350001,1.460564,Sometimes,Public_Transportation,Obesity_Type_I 11374,Female,21.008297,1.57856,54.835576,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 11375,Male,21.0,1.62,70.0,no,yes,3.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11376,Female,21.016623,1.716289,75.0,yes,yes,2.0,3.0,Sometimes,no,1.846754,no,0.189957,0.74568,Sometimes,Public_Transportation,Overweight_Level_I 11377,Male,21.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11378,Female,23.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11379,Female,25.96773,1.668537,110.803117,yes,yes,3.0,3.0,Sometimes,no,1.172593,no,0.043101,0.452343,Sometimes,Public_Transportation,Obesity_Type_III 11380,Male,23.0,1.717775,83.986714,yes,yes,2.041376,2.976098,Sometimes,no,1.675733,no,0.93732,0.0,no,Public_Transportation,Overweight_Level_II 11381,Male,40.821515,1.647971,108.204547,yes,yes,2.870895,1.92822,Sometimes,no,1.0,no,1.587406,0.0,no,Public_Transportation,Obesity_Type_II 11382,Female,26.0,1.62456,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 11383,Male,22.926352,1.82697,105.036522,yes,yes,2.907542,3.0,Sometimes,no,2.212296,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11384,Male,20.0,1.7,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11385,Female,24.0,1.63,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11386,Male,33.0,1.74,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 11387,Male,23.0,1.75,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11388,Male,18.0,1.7,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Walking,Insufficient_Weight 11389,Female,23.0,1.72,72.0,yes,no,1.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11390,Female,18.0,1.63,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 11391,Male,20.586978,1.724268,104.593929,yes,yes,2.0,3.0,Sometimes,no,1.69551,no,0.482625,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11392,Male,22.200779,1.848294,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.300666,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11393,Male,37.71659,1.750085,118.114184,yes,yes,2.535154,2.992903,Sometimes,no,1.8924,no,0.992829,0.0,Sometimes,Automobile,Obesity_Type_II 11394,Female,25.998646,1.640741,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.190061,0.603736,Sometimes,Public_Transportation,Obesity_Type_III 11395,Female,29.0,1.62,71.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 11396,Female,21.051982,1.741192,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.842173,no,1.683497,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 11397,Male,18.0,1.74,72.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11398,Female,26.0,1.641132,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 11399,Male,26.0,1.65,90.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 11400,Male,26.899886,1.819296,120.775439,yes,yes,2.9673,3.0,Sometimes,no,2.939492,no,0.577063,0.26579,Sometimes,Public_Transportation,Obesity_Type_II 11401,Female,21.0,1.52,42.0,no,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 11402,Female,25.919571,1.715597,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.143955,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 11403,Female,25.968792,1.618573,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,0.162279,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 11404,Female,26.0,1.631184,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.895614,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 11405,Female,26.0,1.633887,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 11406,Female,19.0,1.55,79.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11407,Male,18.0,1.76,84.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11408,Male,31.426573,1.75,119.201465,yes,yes,2.967853,3.0,Sometimes,no,2.53369,no,0.886817,1.34403,Sometimes,Automobile,Obesity_Type_II 11409,Female,25.816445,1.628855,109.900472,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 11410,Male,29.43879,1.657132,93.614246,yes,yes,1.303878,2.870005,Sometimes,no,2.147746,no,0.917563,0.0,no,Automobile,Obesity_Type_I 11411,Female,18.0,1.7,50.0,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 11412,Male,25.992348,1.75,112.007101,yes,yes,1.220024,3.0,Sometimes,no,2.003563,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 11413,Male,17.823438,1.868127,59.258372,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 11414,Female,21.0,1.62,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 11415,Male,30.424369,1.919557,122.137917,yes,yes,2.744994,3.0,Sometimes,no,1.999278,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11416,Female,26.0,1.669039,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 11417,Female,25.996716,1.606474,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.331123,no,0.019404,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 11418,Female,17.671064,1.599486,65.423942,yes,yes,2.0,2.970675,Sometimes,no,2.0,yes,0.994422,0.965464,no,Public_Transportation,Overweight_Level_II 11419,Male,23.426036,1.755938,119.881348,yes,yes,1.924632,3.0,Sometimes,no,2.174371,no,1.251665,0.840911,Sometimes,Public_Transportation,Obesity_Type_II 11420,Female,26.0,1.793476,105.655037,yes,yes,3.0,3.0,Sometimes,no,2.776724,no,0.0,0.555967,Sometimes,Public_Transportation,Obesity_Type_III 11421,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11422,Male,33.0,1.75,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 11423,Male,25.540865,1.764138,115.323466,yes,yes,2.913452,3.0,Sometimes,no,2.102709,no,0.742113,0.86374,Sometimes,Public_Transportation,Obesity_Type_II 11424,Female,19.504696,1.53535,42.0,no,yes,3.0,1.0,Frequently,no,1.322048,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11425,Female,22.956845,1.606066,65.0,yes,yes,2.0,1.0,no,no,2.0,yes,0.262171,0.080128,Sometimes,Public_Transportation,Overweight_Level_I 11426,Female,37.631769,1.654757,80.0,yes,yes,2.0,1.154318,Sometimes,no,2.0,no,2.358699,0.505266,no,Automobile,Overweight_Level_II 11427,Female,23.0,1.662461,78.055968,yes,no,1.397468,3.0,Sometimes,no,2.01897,no,0.992253,0.688293,Sometimes,Public_Transportation,Overweight_Level_II 11428,Male,20.670975,1.906821,121.657979,yes,yes,2.0,3.0,Sometimes,no,1.791286,no,0.742113,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11429,Male,26.042738,1.829971,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.152736,no,1.911096,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11430,Female,17.0,1.6,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11431,Female,26.0,1.62439,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 11432,Male,24.184891,1.780731,114.77484,yes,yes,1.924632,3.0,Sometimes,no,1.849997,no,1.581242,0.690353,Sometimes,Public_Transportation,Obesity_Type_II 11433,Female,21.0,1.6,78.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 11434,Male,55.022494,1.7,80.400306,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.432973,2.0,no,Automobile,Overweight_Level_I 11435,Male,22.283082,1.872517,112.536367,yes,yes,2.0,2.880817,Sometimes,no,3.0,no,0.0,1.103349,Sometimes,Public_Transportation,Obesity_Type_I 11436,Female,18.0,1.78,62.0,no,yes,3.0,3.0,Always,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 11437,Female,20.891491,1.573987,41.397378,no,yes,2.0,1.0,Frequently,no,1.530508,no,0.0,1.714701,no,Public_Transportation,Insufficient_Weight 11438,Female,21.289104,1.763343,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.408177,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 11439,Male,19.0,1.86,45.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,2.0,1.0,Sometimes,Motorbike,Insufficient_Weight 11440,Female,19.076443,1.520862,42.0,no,yes,3.0,1.0,Frequently,no,2.715856,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11441,Male,22.239836,1.698829,98.579156,yes,yes,2.0,2.993856,Sometimes,no,2.136398,no,2.206738,1.256119,no,Public_Transportation,Obesity_Type_I 11442,Female,19.97981,1.716497,45.0,no,yes,3.0,3.0,Frequently,no,2.847264,no,1.25955,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11443,Female,17.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Insufficient_Weight 11444,Male,20.0,1.72,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11445,Female,21.768153,1.741925,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.733306,no,1.465909,0.704978,Sometimes,Public_Transportation,Obesity_Type_III 11446,Female,25.897815,1.668931,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.526416,no,0.224482,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 11447,Male,17.0,1.75,70.0,yes,yes,3.0,4.0,Frequently,yes,1.0,yes,2.0,1.0,Sometimes,Automobile,Normal_Weight 11448,Male,41.0,1.75,116.893105,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.975187,1.0,Sometimes,Automobile,Obesity_Type_II 11449,Female,38.0,1.5,78.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 11450,Female,19.0,1.55,42.0,no,yes,3.0,1.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11451,Male,18.0,1.75,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 11452,Male,31.783524,1.815514,118.206565,yes,yes,2.038774,3.0,Sometimes,no,2.040952,no,0.992829,0.0,Sometimes,Automobile,Obesity_Type_II 11453,Female,19.0,1.59611,42.0,no,yes,2.844607,1.273128,Frequently,no,1.484938,no,1.42237,1.413375,Sometimes,Public_Transportation,Insufficient_Weight 11454,Male,24.449655,1.764166,112.256165,yes,yes,1.455602,3.0,Sometimes,no,2.0,no,0.0,0.534553,Sometimes,Public_Transportation,Obesity_Type_II 11455,Female,25.991194,1.637725,105.686091,yes,yes,3.0,3.0,Sometimes,no,2.347322,no,0.008013,0.544899,Sometimes,Public_Transportation,Obesity_Type_III 11456,Female,26.0,1.636592,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.091862,Sometimes,Public_Transportation,Obesity_Type_III 11457,Female,21.238416,1.819296,165.057269,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,0.259424,0.675076,Sometimes,Public_Transportation,Obesity_Type_III 11458,Female,21.291969,1.819728,131.877558,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.645532,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 11459,Male,19.0,1.62,70.0,no,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11460,Female,18.0,1.63,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11461,Female,35.0,1.53,62.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 11462,Female,19.911246,1.673491,50.0,no,yes,1.617093,3.0,Frequently,no,1.813082,no,0.56931,0.3352,Sometimes,Public_Transportation,Insufficient_Weight 11463,Male,56.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 11464,Male,21.0,1.78,68.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11465,Male,31.689773,1.754439,120.098812,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,1.097905,0.340196,Sometimes,Automobile,Obesity_Type_II 11466,Male,17.0,1.67,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11467,Female,26.0,1.629727,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 11468,Male,21.0,1.9,92.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11469,Male,21.0,1.62,70.0,no,yes,3.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11470,Male,22.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11471,Female,43.510672,1.567756,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 11472,Male,18.0,1.7,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11473,Male,21.0,1.762921,88.532032,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.933595,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11474,Female,18.0,1.7,57.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11475,Male,33.954433,1.715597,83.282232,yes,yes,2.0,1.09749,Sometimes,no,1.0,no,0.047738,0.0,Sometimes,Automobile,Overweight_Level_II 11476,Female,18.94093,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.501754,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 11477,Male,21.0,1.69,66.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11478,Male,17.0,1.75,75.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 11479,Female,26.0,1.633491,82.0,yes,yes,2.0,3.0,Sometimes,no,2.617988,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_I 11480,Male,21.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,yes,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 11481,Female,25.991194,1.622468,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.043689,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 11482,Male,18.0,1.716521,52.09432,yes,yes,1.874935,3.715148,Sometimes,no,2.0,no,0.0,1.836151,Sometimes,Public_Transportation,Insufficient_Weight 11483,Male,30.754956,1.672101,102.004554,yes,yes,2.57649,3.0,Sometimes,no,1.002292,no,1.876051,0.0,no,Automobile,Obesity_Type_II 11484,Female,18.0,1.6,55.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11485,Male,22.956845,1.849507,121.737836,yes,yes,2.263245,1.281683,Sometimes,no,1.992548,no,0.788585,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11486,Male,37.524551,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,1.927976,no,1.327193,0.0,no,Automobile,Overweight_Level_II 11487,Female,21.052894,1.782714,137.044959,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.699056,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 11488,Female,19.993154,1.721507,42.848033,no,yes,2.543563,2.521546,Sometimes,no,1.541733,no,1.228136,0.0,no,Public_Transportation,Insufficient_Weight 11489,Female,20.338815,1.76033,55.3707,yes,yes,2.120185,3.03779,Frequently,no,2.452789,no,2.0,1.510609,no,Public_Transportation,Insufficient_Weight 11490,Male,26.740655,1.872517,120.544937,yes,yes,2.467548,3.0,Sometimes,no,2.323003,no,1.689525,0.0,Sometimes,Automobile,Obesity_Type_II 11491,Male,21.0,1.67,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11492,Female,23.0,1.67,67.0,yes,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11493,Male,24.001685,1.613119,102.592171,yes,yes,2.074843,2.976211,Sometimes,no,1.029241,no,0.74225,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11494,Male,23.0,1.85,68.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11495,Female,22.908879,1.603435,82.603984,yes,yes,1.123939,3.0,Sometimes,no,2.297896,no,0.0,0.395979,Sometimes,Public_Transportation,Obesity_Type_I 11496,Female,26.0,1.633442,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 11497,Male,23.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11498,Male,18.0,1.843841,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 11499,Male,25.027254,1.829907,114.470482,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,1.333435,0.002168,Sometimes,Public_Transportation,Obesity_Type_II 11500,Male,25.934757,1.695735,102.134646,yes,yes,2.668949,2.120936,Sometimes,no,1.023328,no,1.985536,0.0,no,Public_Transportation,Obesity_Type_II 11501,Female,22.0,1.6,50.0,no,yes,2.0,3.0,no,no,2.0,no,3.0,0.0,no,Public_Transportation,Insufficient_Weight 11502,Male,25.908829,1.76569,114.906095,yes,yes,3.0,3.0,Sometimes,no,1.087166,no,1.980738,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11503,Female,32.0,1.7,83.0,yes,no,3.0,4.0,Frequently,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 11504,Male,17.0,1.6,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Automobile,Overweight_Level_I 11505,Male,34.243146,1.719342,84.493156,yes,yes,2.0,3.0,Sometimes,no,2.371015,no,1.0,0.175587,Sometimes,Automobile,Overweight_Level_II 11506,Male,21.0,1.71,75.0,yes,yes,3.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11507,Female,21.768153,1.7425,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.612741,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 11508,Female,20.101026,1.738836,128.705761,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,0.512094,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 11509,Female,18.270434,1.808765,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.164718,no,1.99507,0.813784,Sometimes,Public_Transportation,Obesity_Type_III 11510,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,yes,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11511,Female,21.322097,1.792378,126.418413,yes,yes,3.0,3.0,Sometimes,no,1.305816,no,1.48809,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 11512,Male,30.551762,1.726774,102.872505,yes,yes,2.661556,3.0,Sometimes,no,1.791286,no,0.684487,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11513,Male,23.0,1.78,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11514,Female,20.954955,1.746411,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.852692,no,1.271651,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 11515,Female,19.0,1.53535,42.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.933595,0.76399,no,Public_Transportation,Insufficient_Weight 11516,Female,21.282238,1.738836,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.537639,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 11517,Male,21.0,1.62,68.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11518,Female,22.693989,1.627908,82.0,yes,yes,1.918251,1.0,Sometimes,no,1.998108,no,0.0,1.382906,Sometimes,Public_Transportation,Obesity_Type_I 11519,Female,26.0,1.638836,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 11520,Female,25.291974,1.623812,109.642257,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.000272,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 11521,Male,24.007488,1.64187,100.543983,yes,yes,2.722161,1.867836,Sometimes,no,1.0,no,0.998039,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11522,Female,19.0,1.8,61.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11523,Female,37.532066,1.615385,80.0,yes,yes,2.972426,2.988539,Sometimes,no,1.616045,no,1.67036,0.0,Sometimes,Automobile,Obesity_Type_I 11524,Male,25.550506,1.766946,114.470482,yes,yes,1.443674,3.0,Sometimes,no,2.193008,no,1.066169,0.142638,Sometimes,Public_Transportation,Obesity_Type_II 11525,Male,25.151286,1.765464,114.133149,yes,yes,2.310423,3.0,Sometimes,no,1.274815,no,1.46361,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 11526,Female,18.20634,1.801746,142.102468,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,1.878414,0.808599,Sometimes,Public_Transportation,Obesity_Type_III 11527,Male,21.697278,1.690727,96.738014,yes,yes,2.0,3.0,Sometimes,no,2.697661,no,0.0,1.801322,no,Public_Transportation,Obesity_Type_I 11528,Female,17.0,1.59,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11529,Male,20.0,1.78,102.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 11530,Female,21.0,1.62,58.0,yes,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11531,Male,21.962219,1.701584,75.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,0.096982,Sometimes,Public_Transportation,Overweight_Level_I 11532,Male,37.205173,1.75015,118.424156,yes,yes,2.239634,3.0,Sometimes,no,1.927976,no,0.0,0.691944,Sometimes,Automobile,Obesity_Type_II 11533,Male,27.0,1.7,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11534,Female,19.084967,1.567131,42.0,no,yes,2.737762,1.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 11535,Male,23.0,1.696336,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.929123,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 11536,Female,21.0,1.65,67.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11537,Male,28.712995,1.706741,98.66176,yes,yes,2.724285,3.0,Sometimes,no,1.970508,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11538,Male,26.899886,1.815514,120.209711,yes,yes,2.977018,3.0,Sometimes,no,2.715572,no,0.915699,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11539,Female,26.0,1.648143,106.042142,yes,yes,3.0,3.0,Sometimes,no,2.337414,no,0.0,0.678618,Sometimes,Public_Transportation,Obesity_Type_III 11540,Male,24.408805,1.770126,118.332966,yes,yes,1.99124,2.970675,Sometimes,no,2.0,no,1.058378,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 11541,Male,30.610018,1.792507,118.740035,yes,yes,2.680375,3.0,Sometimes,no,2.045561,no,1.304291,0.276364,Sometimes,Automobile,Obesity_Type_II 11542,Female,23.0,1.644692,84.064875,yes,yes,2.08841,2.644692,Sometimes,no,2.773236,no,1.252472,0.894678,no,Public_Transportation,Obesity_Type_I 11543,Female,38.0,1.5,76.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11544,Male,19.0,1.74,76.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 11545,Female,19.0,1.62,69.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 11546,Female,20.871153,1.817231,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.999773,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 11547,Female,34.0,1.68,77.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 11548,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11549,Female,21.0,1.52,48.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11550,Male,32.787101,1.721854,74.959747,yes,yes,2.882522,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 11551,Female,22.679935,1.645511,82.412665,yes,yes,1.123672,2.100918,Sometimes,no,2.0,no,0.128548,1.281141,no,Public_Transportation,Obesity_Type_I 11552,Male,30.945369,1.829757,120.009392,yes,yes,2.766612,3.0,Sometimes,no,2.839069,no,1.217993,0.976473,Sometimes,Automobile,Obesity_Type_II 11553,Male,19.0,1.65,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 11554,Male,22.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11555,Female,21.0,1.66,61.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11556,Female,20.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11557,Male,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11558,Female,21.682367,1.741193,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.879818,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 11559,Female,24.449655,1.662669,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.15687,no,0.181324,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 11560,Male,22.580038,1.675446,80.400306,yes,yes,2.0,1.271624,Sometimes,no,2.0,no,1.0,1.612432,no,Public_Transportation,Overweight_Level_II 11561,Male,18.0,1.83,80.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11562,Male,18.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 11563,Male,40.564513,1.750097,111.9307,yes,yes,2.310751,3.0,Sometimes,no,2.006167,no,0.892271,0.0,Sometimes,Automobile,Obesity_Type_II 11564,Female,22.0,1.65,82.0,yes,yes,3.0,1.0,Sometimes,yes,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 11565,Male,19.374207,1.835381,85.301029,yes,yes,2.766036,3.0,Sometimes,no,2.846259,no,0.997731,0.440087,Sometimes,Public_Transportation,Overweight_Level_I 11566,Male,33.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 11567,Female,25.991194,1.618686,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.114698,0.54859,Sometimes,Public_Transportation,Obesity_Type_III 11568,Female,22.0,1.68,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 11569,Male,29.389239,1.769499,87.032398,yes,yes,2.503244,3.0,Sometimes,no,1.277636,no,0.955317,0.8324,Sometimes,Automobile,Overweight_Level_II 11570,Male,23.47007,1.873368,121.421121,yes,yes,2.630137,3.0,Sometimes,no,2.074048,no,1.990317,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11571,Female,26.0,1.622701,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.0,0.751212,Sometimes,Public_Transportation,Obesity_Type_III 11572,Male,18.0,1.751631,55.967655,yes,yes,2.524428,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 11573,Female,26.0,1.62439,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 11574,Female,18.0,1.82,60.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 11575,Female,20.976842,1.751067,133.346677,yes,yes,3.0,3.0,Sometimes,no,2.616366,no,1.464674,0.923082,Sometimes,Public_Transportation,Obesity_Type_III 11576,Female,18.0,1.719365,50.0,no,yes,2.031246,3.754599,Sometimes,no,1.846441,no,1.39016,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11577,Female,22.422674,1.766946,52.058335,yes,yes,3.0,3.0,Frequently,no,2.453384,no,0.993058,1.673584,no,Public_Transportation,Insufficient_Weight 11578,Female,19.0,1.62,68.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11579,Male,30.916426,1.787052,120.0,yes,yes,2.766612,3.0,Sometimes,no,2.106861,no,0.979306,0.739006,Sometimes,Automobile,Obesity_Type_II 11580,Female,32.895637,1.679515,74.803157,yes,yes,3.0,1.0,Sometimes,no,1.723372,no,0.990642,0.0,Sometimes,Automobile,Overweight_Level_I 11581,Female,20.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 11582,Male,20.089969,1.807538,105.021901,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,0.0,1.50301,Sometimes,Public_Transportation,Obesity_Type_I 11583,Male,18.0,1.787733,108.244379,yes,yes,2.0,1.867836,Sometimes,no,2.121176,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 11584,Female,19.895877,1.518917,41.557468,no,yes,2.927218,1.0,Sometimes,no,1.615548,no,0.0,1.97117,Sometimes,Public_Transportation,Insufficient_Weight 11585,Female,18.94093,1.748313,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.501647,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 11586,Female,25.999636,1.603435,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.011849,no,0.008013,0.889517,Sometimes,Public_Transportation,Obesity_Type_III 11587,Female,21.704699,1.753865,77.354744,yes,yes,2.0,1.355354,Sometimes,no,2.0,no,0.877295,0.969085,Sometimes,Public_Transportation,Overweight_Level_I 11588,Male,23.0,1.74,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Motorbike,Normal_Weight 11589,Male,18.0,1.83,86.0,no,yes,2.0,1.0,Frequently,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 11590,Female,24.0,1.59,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11591,Female,35.483601,1.721057,74.885222,yes,yes,2.104772,1.680838,Sometimes,no,1.98126,no,1.637368,0.739609,Sometimes,Automobile,Overweight_Level_I 11592,Female,26.0,1.634894,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 11593,Female,18.863875,1.608469,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,1.0,0.220029,Sometimes,Public_Transportation,Insufficient_Weight 11594,Female,34.0,1.6,50.0,no,no,3.0,2.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 11595,Male,23.881938,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,1.086391,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11596,Female,19.262934,1.792933,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.469735,no,0.619533,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 11597,Female,18.0,1.6,51.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11598,Male,23.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11599,Male,26.680376,1.770126,114.097656,yes,yes,1.451337,3.0,Sometimes,no,1.249307,no,0.063383,0.862724,Sometimes,Public_Transportation,Obesity_Type_II 11600,Female,21.0,1.6,56.0,yes,yes,3.0,3.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11601,Female,21.01245,1.879144,132.262558,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.420675,0.625079,Sometimes,Public_Transportation,Obesity_Type_III 11602,Female,21.28253,1.71978,131.408528,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,1.699181,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 11603,Male,23.0,1.7,50.0,no,no,3.0,4.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11604,Male,20.0,1.74,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 11605,Male,22.0,1.87,91.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11606,Male,19.443639,1.816298,85.803809,yes,yes,2.0,3.0,Sometimes,no,2.292073,no,2.0,0.12228,Sometimes,Public_Transportation,Overweight_Level_I 11607,Female,33.0,1.65,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 11608,Male,45.821267,1.687326,80.0,yes,yes,2.0,3.0,Sometimes,no,1.630528,no,0.932888,0.0,no,Automobile,Overweight_Level_II 11609,Female,18.549437,1.562327,80.0,no,yes,2.0,1.134321,Sometimes,no,1.399629,no,0.0,0.560887,no,Public_Transportation,Overweight_Level_I 11610,Female,19.0,1.53535,42.0,no,yes,3.0,1.0,Frequently,no,2.847264,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11611,Female,21.656907,1.748533,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.44287,0.863043,Sometimes,Public_Transportation,Obesity_Type_III 11612,Male,21.289104,1.701634,96.738014,yes,yes,2.0,3.0,Sometimes,no,2.348981,no,0.946763,0.0,no,Public_Transportation,Obesity_Type_I 11613,Male,25.66668,1.84842,120.644178,yes,yes,2.938801,3.0,Sometimes,no,3.0,no,1.628637,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11614,Female,18.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11615,Female,40.466313,1.569234,62.0,no,yes,2.0,1.0,Sometimes,no,1.438398,no,0.0,0.466169,Sometimes,Automobile,Overweight_Level_I 11616,Male,27.474245,1.703584,83.986714,yes,no,2.0,2.993623,Sometimes,no,2.0,no,0.935217,1.0,no,Public_Transportation,Overweight_Level_II 11617,Female,21.334585,1.73945,130.986338,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.735622,0.952352,Sometimes,Public_Transportation,Obesity_Type_III 11618,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11619,Male,23.254934,1.665585,100.624553,yes,yes,2.919526,1.015488,Sometimes,no,1.0,no,0.982134,0.0,no,Public_Transportation,Obesity_Type_II 11620,Male,33.722449,1.668951,103.669116,yes,yes,3.0,3.0,Sometimes,no,1.131448,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 11621,Male,26.826961,1.75,120.0,yes,yes,2.219186,3.0,Sometimes,no,2.715856,no,0.148628,0.584755,Sometimes,Public_Transportation,Obesity_Type_II 11622,Female,34.044229,1.651415,77.272652,yes,yes,2.159033,2.473911,Sometimes,no,1.995035,no,0.615298,0.0,Sometimes,Automobile,Overweight_Level_II 11623,Female,26.0,1.648143,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 11624,Female,18.164768,1.805445,152.567671,yes,yes,2.780699,3.0,Sometimes,no,2.365188,no,2.891986,0.760091,Sometimes,Public_Transportation,Obesity_Type_I 11625,Female,24.196367,1.748951,49.804245,yes,yes,2.88626,3.0,Frequently,no,2.765876,no,0.906843,0.500936,no,Public_Transportation,Insufficient_Weight 11626,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 11627,Female,21.700748,1.745602,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.412357,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 11628,Male,21.962426,1.748015,75.0,yes,yes,2.0,3.0,Sometimes,no,2.972426,no,1.981154,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11629,Female,21.131526,1.746411,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.465909,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 11630,Male,21.106056,1.679299,68.908136,no,yes,1.961069,3.715118,no,no,2.0,no,0.656548,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11631,Male,29.08107,1.75,112.289883,yes,yes,2.00876,3.0,Sometimes,no,2.263551,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11632,Male,17.0,1.8,59.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 11633,Male,19.462713,1.812259,87.070234,yes,yes,2.443538,2.696051,Sometimes,no,2.876096,no,0.939671,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11634,Female,21.0,1.65,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11635,Male,24.0409,1.668553,85.607466,yes,yes,2.081238,3.0,Sometimes,no,2.088929,no,0.281734,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11636,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 11637,Female,25.992717,1.669701,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.190061,0.413752,Sometimes,Public_Transportation,Obesity_Type_III 11638,Female,21.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11639,Female,21.682636,1.729099,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.144683,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 11640,Male,22.865018,1.82697,105.122109,yes,yes,2.0,3.0,Sometimes,no,2.415343,no,0.027101,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 11641,Male,19.0,1.7,65.0,yes,yes,2.0,2.0,Always,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 11642,Female,39.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 11643,Male,24.920362,1.796415,117.93329,yes,yes,2.600217,2.911568,Sometimes,no,2.949356,no,1.392026,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11644,Female,25.765628,1.614484,105.428628,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.045246,0.508848,Sometimes,Public_Transportation,Obesity_Type_III 11645,Female,20.0,1.5,57.0,yes,yes,3.0,3.0,Sometimes,yes,3.0,yes,2.0,1.0,no,Automobile,Normal_Weight 11646,Male,27.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11647,Female,26.0,1.63302,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 11648,Female,18.94093,1.746411,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.444382,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 11649,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11650,Female,25.991194,1.621167,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.181753,0.652289,Sometimes,Public_Transportation,Obesity_Type_III 11651,Male,27.449723,1.86741,121.310257,yes,yes,2.5596,3.0,Sometimes,no,2.088929,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11652,Male,25.955361,1.764484,115.382519,yes,yes,2.9673,3.0,Sometimes,no,2.041536,no,1.211048,1.89933,Sometimes,Public_Transportation,Obesity_Type_II 11653,Female,23.035829,1.5891,44.918255,yes,yes,2.524428,2.326233,Frequently,no,2.0,no,0.121585,0.0,no,Public_Transportation,Insufficient_Weight 11654,Male,23.826684,1.842906,121.658729,yes,yes,2.0,2.993856,Sometimes,no,1.791286,no,0.769709,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11655,Female,26.0,1.624134,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 11656,Female,25.951737,1.610225,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.019684,no,0.0,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 11657,Female,26.0,1.648143,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.786417,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 11658,Male,17.0,1.83,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 11659,Male,21.0,1.72,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11660,Female,18.0,1.689793,49.713944,no,yes,1.521604,3.891994,Sometimes,no,1.67062,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11661,Male,23.0,1.724268,97.92035,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.324676,1.566353,no,Public_Transportation,Obesity_Type_I 11662,Male,19.0,1.78,68.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11663,Female,18.907514,1.746516,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.609938,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 11664,Male,29.43879,1.783609,112.555456,yes,yes,1.263216,3.0,Sometimes,no,2.0,no,0.0,1.043435,Sometimes,Automobile,Obesity_Type_II 11665,Male,19.0,1.81,85.0,yes,yes,2.0,3.0,Always,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11666,Female,32.501143,1.675979,74.959747,yes,yes,2.274491,1.0,Sometimes,no,1.0,no,0.0,0.388271,Sometimes,Automobile,Overweight_Level_I 11667,Female,25.015173,1.729099,108.978402,yes,yes,3.0,3.0,Sometimes,no,1.549974,no,1.689525,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 11668,Male,26.650419,1.610867,80.0,yes,yes,1.972545,3.592415,Sometimes,no,2.0,no,0.982134,0.307982,Sometimes,Automobile,Overweight_Level_I 11669,Male,21.106056,1.819535,88.079177,yes,yes,2.0,1.894384,Sometimes,no,1.278578,no,1.098862,1.612466,no,Public_Transportation,Overweight_Level_I 11670,Female,20.0,1.58,53.8,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11671,Female,18.0,1.62,73.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 11672,Male,33.151905,1.731389,84.49798,yes,yes,2.0,3.0,Sometimes,no,2.702789,no,2.052896,0.838847,no,Automobile,Overweight_Level_II 11673,Female,20.979254,1.586895,42.069992,no,yes,3.0,1.273128,Frequently,no,1.220365,no,1.612248,0.0,no,Public_Transportation,Insufficient_Weight 11674,Male,22.927011,1.754441,89.994415,yes,yes,1.851262,1.890213,Sometimes,no,2.0,no,1.0,0.32803,Sometimes,Public_Transportation,Overweight_Level_II 11675,Female,31.333798,1.56,71.555747,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.659476,Sometimes,Public_Transportation,Overweight_Level_II 11676,Male,33.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11677,Male,29.620095,1.758618,112.835195,yes,yes,1.428289,3.0,Sometimes,no,2.164784,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 11678,Female,43.238402,1.588046,81.056851,yes,yes,2.0,2.900915,Sometimes,no,1.824561,no,0.00342,0.0,no,Automobile,Obesity_Type_I 11679,Female,18.0,1.74,71.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11680,Female,35.0,1.65,73.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 11681,Female,21.232659,1.748524,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.493018,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 11682,Male,18.0,1.75,66.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 11683,Female,19.0,1.56,42.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11684,Male,25.057878,1.849003,117.86159,yes,yes,2.225149,3.0,Sometimes,no,2.117733,no,1.350001,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11685,Male,27.0,1.75,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 11686,Male,25.822348,1.86741,121.421121,yes,yes,2.969233,2.956422,Sometimes,no,2.0,no,1.465931,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11687,Female,21.001969,1.746516,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.999836,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11688,Female,19.0,1.5,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 11689,Male,25.3292,1.771043,114.004832,yes,yes,2.239634,3.0,Sometimes,no,2.141271,no,0.769709,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11690,Male,21.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11691,Male,22.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11692,Male,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11693,Female,17.0,1.6,57.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 11694,Male,32.749594,1.701387,103.743534,yes,yes,2.129668,2.756622,Sometimes,no,1.0,no,1.980401,0.0,no,Public_Transportation,Obesity_Type_II 11695,Female,33.009285,1.685947,77.426465,yes,yes,2.906269,2.993623,Sometimes,no,1.0,no,0.94224,0.0,no,Automobile,Overweight_Level_II 11696,Female,26.0,1.668931,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 11697,Male,18.0,1.782722,109.910012,yes,yes,2.0,1.320768,Sometimes,no,2.079353,no,1.0,0.160138,no,Public_Transportation,Obesity_Type_I 11698,Male,18.0,1.72,53.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 11699,Female,21.566815,1.719913,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,1.612741,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 11700,Female,21.0,1.5,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 11701,Female,22.0,1.66,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11702,Male,23.807181,1.723072,83.282232,yes,yes,2.0,2.937989,Sometimes,no,2.0,no,0.455216,1.817146,Sometimes,Public_Transportation,Overweight_Level_II 11703,Female,26.0,1.623938,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.627141,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 11704,Male,26.595893,1.818848,87.861431,no,yes,2.591439,3.987707,Sometimes,no,1.895876,no,2.0,0.0,no,Automobile,Overweight_Level_I 11705,Female,25.908431,1.684768,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.151496,no,0.062932,0.652485,Sometimes,Public_Transportation,Obesity_Type_III 11706,Male,30.916426,1.77558,120.589419,yes,yes,2.113843,3.0,Sometimes,no,2.316069,no,0.691369,1.416353,Sometimes,Automobile,Obesity_Type_II 11707,Male,21.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 11708,Male,17.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11709,Male,17.0,1.71,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Automobile,Normal_Weight 11710,Female,27.0,1.65,72.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 11711,Male,19.994543,1.844751,59.243506,yes,yes,2.0,4.0,Sometimes,no,2.722063,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 11712,Male,25.486521,1.836669,117.326523,yes,yes,1.443674,3.0,Sometimes,no,2.0,no,0.943266,1.094046,Sometimes,Public_Transportation,Obesity_Type_II 11713,Male,22.0,1.72,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11714,Female,21.721507,1.694969,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.46782,0.959218,Sometimes,Public_Transportation,Obesity_Type_III 11715,Female,19.114981,1.603923,45.0,no,yes,3.0,3.0,Frequently,no,1.229915,yes,1.504003,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11716,Male,31.190219,1.755938,129.991623,yes,yes,2.165408,3.0,Sometimes,no,1.711666,no,1.910577,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11717,Male,21.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 11718,Male,18.0,1.975663,108.413119,yes,yes,2.0,2.164839,Sometimes,no,3.0,no,1.066101,0.429081,no,Public_Transportation,Obesity_Type_I 11719,Male,22.088059,1.86516,121.0,yes,yes,3.0,2.695396,Sometimes,no,1.744628,no,1.39302,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11720,Male,17.0,1.7,85.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11721,Female,21.814653,1.747479,136.516648,yes,yes,3.0,3.0,Sometimes,no,1.81786,no,1.99507,0.85882,Sometimes,Public_Transportation,Obesity_Type_III 11722,Female,21.0,1.65,75.0,yes,yes,2.927218,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11723,Male,25.653233,1.782722,115.428276,yes,yes,2.919751,3.0,Sometimes,no,2.15687,no,1.629432,0.363549,Sometimes,Public_Transportation,Obesity_Type_II 11724,Female,26.0,1.634894,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11725,Female,25.0,1.7,78.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 11726,Female,21.3928,1.549812,44.918255,no,no,2.869778,3.0,Frequently,no,1.191401,no,1.978631,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11727,Male,22.0,1.67,60.0,no,yes,2.0,3.0,Sometimes,yes,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11728,Female,19.623574,1.691303,50.424661,no,no,1.522001,3.590039,Frequently,no,1.0,no,0.6277,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11729,Male,19.0,1.83,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 11730,Male,17.0,1.818268,58.325122,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 11731,Male,26.680376,1.762073,118.533246,yes,yes,2.176317,3.0,Sometimes,no,2.816015,no,0.641954,0.0,Sometimes,Automobile,Obesity_Type_II 11732,Female,23.0,1.65,58.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 11733,Female,38.445148,1.556028,77.684229,yes,yes,2.0,1.0,Sometimes,no,1.440629,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 11734,Male,18.871794,1.793626,104.704707,yes,yes,2.0,3.0,Sometimes,no,2.152736,no,1.020525,0.0,no,Public_Transportation,Obesity_Type_I 11735,Female,26.0,1.62456,105.000789,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 11736,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11737,Female,18.871917,1.688426,49.660995,no,yes,2.694281,3.28926,Sometimes,no,1.947935,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11738,Male,21.0,1.709561,75.0,yes,yes,2.0,3.0,Sometimes,no,1.660614,no,0.807076,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11739,Male,30.575349,1.85,121.471077,yes,yes,2.0,3.0,Sometimes,no,2.078297,no,1.144876,0.0,Sometimes,Automobile,Obesity_Type_II 11740,Female,22.667596,1.64187,89.909259,yes,yes,2.859097,1.890213,Sometimes,no,2.0,no,0.0,1.36595,no,Public_Transportation,Obesity_Type_I 11741,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 11742,Female,22.0,1.7,78.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11743,Male,23.319635,1.766888,126.798173,yes,yes,2.76802,2.993856,Sometimes,no,2.152666,no,2.013377,0.714701,Sometimes,Public_Transportation,Obesity_Type_II 11744,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11745,Male,30.79626,1.857231,120.901591,yes,yes,2.938616,3.0,Sometimes,no,2.549617,no,0.884935,1.333559,Sometimes,Automobile,Obesity_Type_II 11746,Male,23.0,1.790151,105.042194,yes,yes,2.0,3.0,Sometimes,no,1.220331,no,0.0,0.966181,Sometimes,Public_Transportation,Obesity_Type_I 11747,Female,21.679158,1.792833,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.999897,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 11748,Male,41.220175,1.76569,117.86159,yes,yes,2.988668,2.988602,Sometimes,no,1.824449,no,1.144876,1.384186,no,Automobile,Obesity_Type_II 11749,Female,19.0,1.75,75.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 11750,Female,24.622054,1.663017,112.438508,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 11751,Female,21.620245,1.729045,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.454944,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 11752,Female,19.0,1.6,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 11753,Female,20.0,1.63,60.0,no,yes,3.0,1.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11754,Female,26.0,1.62456,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 11755,Female,19.97981,1.503379,64.342459,no,yes,2.0,2.842848,Sometimes,no,1.81955,no,0.02112,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11756,Female,19.091346,1.631662,82.0,yes,yes,2.843456,1.0,Sometimes,no,1.0,no,0.0,1.554404,Sometimes,Public_Transportation,Obesity_Type_I 11757,Male,38.112989,1.774983,117.75701,yes,yes,2.942154,2.842848,Sometimes,no,2.094479,no,1.089891,0.618087,Sometimes,Automobile,Obesity_Type_II 11758,Male,18.0,1.75,51.5,yes,yes,2.0,1.0,Always,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11759,Female,18.0,1.5,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11760,Female,21.394047,1.76416,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,1.467863,0.831412,Sometimes,Public_Transportation,Obesity_Type_III 11761,Male,21.0,1.74,94.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11762,Male,20.654752,1.712163,98.572753,yes,yes,2.0,1.105617,Sometimes,no,2.159987,no,2.462269,1.80931,no,Public_Transportation,Obesity_Type_I 11763,Male,21.0,1.6,66.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 11764,Male,23.0,1.65,90.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 11765,Female,38.466313,1.558745,62.631382,yes,yes,2.0,3.0,Sometimes,no,2.965494,no,1.661556,0.0,Sometimes,Automobile,Overweight_Level_I 11766,Female,26.0,1.649439,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.126288,Sometimes,Public_Transportation,Obesity_Type_III 11767,Female,17.0,1.69,59.8,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Normal_Weight 11768,Female,18.91505,1.774207,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.924594,no,0.10297,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 11769,Male,31.761799,1.75,118.377601,yes,yes,2.938616,3.0,Sometimes,no,2.042073,no,1.689525,0.0,Sometimes,Automobile,Obesity_Type_II 11770,Female,26.699317,1.724839,78.435904,yes,yes,2.045027,2.644692,Sometimes,no,1.827515,no,0.982134,0.0,Sometimes,Automobile,Overweight_Level_II 11771,Male,17.0,1.845399,59.295172,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.349495,1.0,no,Automobile,Insufficient_Weight 11772,Male,23.0,1.83,93.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 11773,Female,21.701643,1.625236,76.65949,yes,yes,2.780699,2.139775,Sometimes,no,1.0,no,1.73209,0.80898,Sometimes,Public_Transportation,Overweight_Level_I 11774,Female,26.0,1.62495,104.821175,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 11775,Female,21.0,1.752206,133.689352,yes,yes,3.0,3.0,Sometimes,no,1.618189,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 11776,Male,23.0,1.78,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 11777,Female,18.0,1.68,70.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 11778,Female,19.0,1.6,45.0,no,no,2.0,3.0,Sometimes,no,3.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11779,Female,21.008051,1.530884,42.0,no,yes,2.880161,1.001633,Sometimes,no,1.855054,no,0.110174,0.081156,Sometimes,Public_Transportation,Insufficient_Weight 11780,Male,25.909353,1.772045,113.069667,yes,yes,1.431346,3.0,Sometimes,no,2.042073,no,1.096556,1.094046,Sometimes,Public_Transportation,Obesity_Type_II 11781,Male,24.0,1.85,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 11782,Male,30.0,1.67,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 11783,Male,25.758307,1.829757,106.421042,yes,yes,2.722161,1.0,Sometimes,no,2.0,no,0.632164,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11784,Female,18.744914,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,1.46046,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 11785,Male,21.0,1.74,68.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11786,Male,16.0,1.8,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11787,Female,21.028989,1.65,88.129437,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.870127,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11788,Female,21.0,1.58,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11789,Female,26.0,1.63,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 11790,Female,21.00829,1.65,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.48372,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11791,Female,21.0,1.59,53.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11792,Female,25.96701,1.641918,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.029728,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 11793,Female,25.930376,1.624134,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.026033,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 11794,Male,31.467046,1.87034,91.363293,yes,yes,2.0,3.0,Sometimes,no,1.723372,no,0.94522,0.455823,Sometimes,Public_Transportation,Overweight_Level_II 11795,Male,16.0,1.65,58.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11796,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 11797,Female,25.951737,1.62414,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.01378,no,0.043689,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 11798,Male,23.0,1.85,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Normal_Weight 11799,Male,30.64243,1.755926,119.081804,yes,yes,2.432886,3.0,Sometimes,no,2.080968,no,1.958694,0.0,no,Automobile,Obesity_Type_II 11800,Male,20.0,1.69,99.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 11801,Female,34.576714,1.688025,77.224574,yes,yes,3.0,1.097312,Sometimes,no,2.654517,no,0.0,0.22596,no,Automobile,Overweight_Level_II 11802,Female,26.0,1.633195,111.883747,yes,yes,3.0,3.0,Sometimes,no,1.640539,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 11803,Female,25.908431,1.603404,104.758713,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.01586,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 11804,Male,23.0,1.608469,82.954796,yes,yes,2.150054,2.988539,Sometimes,no,2.768325,no,2.08515,0.0,no,Public_Transportation,Obesity_Type_I 11805,Female,27.0,1.55,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 11806,Female,21.768153,1.737313,132.262558,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.68249,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 11807,Male,17.06713,1.72064,58.943347,yes,yes,2.432302,3.24934,Sometimes,no,2.0,no,2.0,1.384186,no,Automobile,Insufficient_Weight 11808,Male,21.0,1.65,88.0,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 11809,Female,26.0,1.613921,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 11810,Male,30.605225,1.75,118.154345,yes,yes,2.111887,3.0,Sometimes,no,2.152736,no,0.244749,0.0,Sometimes,Automobile,Obesity_Type_II 11811,Male,24.320154,1.840138,120.973927,yes,yes,2.549782,3.821461,Sometimes,no,2.530301,no,0.993154,0.315595,Sometimes,Public_Transportation,Obesity_Type_II 11812,Female,26.0,1.603404,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 11813,Female,26.0,1.641132,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,0.729898,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 11814,Male,21.0,1.706082,75.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11815,Male,22.654316,1.780089,89.998729,yes,yes,2.990741,2.993623,Sometimes,no,2.0,no,0.794402,0.808599,no,Public_Transportation,Overweight_Level_II 11816,Female,25.795187,1.627567,104.593929,yes,yes,3.0,3.0,Sometimes,no,1.448875,no,0.209586,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 11817,Male,25.300208,1.764484,104.303711,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.093418,0.926052,Sometimes,Public_Transportation,Obesity_Type_II 11818,Male,24.443011,1.65731,99.961731,yes,yes,2.927218,1.72626,Sometimes,no,1.0,no,1.0,0.651904,Sometimes,Public_Transportation,Obesity_Type_II 11819,Male,21.997335,1.741353,86.981202,yes,yes,2.0,2.279546,Sometimes,no,2.0,no,0.833976,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11820,Male,30.796262,1.668649,102.233445,yes,yes,2.9673,2.174968,Sometimes,no,1.144539,no,0.946461,1.094941,Sometimes,Public_Transportation,Obesity_Type_II 11821,Female,21.0,1.63,66.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11822,Female,19.0,1.63,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11823,Female,21.016623,1.7425,78.0,yes,yes,2.656912,2.372311,Sometimes,no,2.0,no,0.982134,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11824,Female,22.836315,1.616085,82.0,yes,yes,1.754401,1.0,Sometimes,no,2.0,no,0.0,0.537659,no,Public_Transportation,Obesity_Type_I 11825,Female,21.0,1.6,45.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 11826,Female,18.0,1.55,72.0,yes,no,3.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11827,Male,26.680376,1.812259,119.373019,yes,yes,2.028571,3.0,Sometimes,no,2.530428,no,0.908981,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11828,Female,26.0,1.624134,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 11829,Male,33.542415,1.699354,103.0344,yes,yes,2.49619,1.619796,Sometimes,no,1.0,no,1.066101,1.0,no,Public_Transportation,Obesity_Type_II 11830,Female,21.28253,1.73581,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.564618,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 11831,Female,38.584494,1.513202,76.129784,yes,yes,2.0,1.792695,Sometimes,no,1.630528,no,0.0,0.0,no,Automobile,Obesity_Type_I 11832,Male,30.475248,1.647811,120.589419,yes,yes,2.252653,3.0,Sometimes,no,2.147746,no,0.925941,1.252677,Sometimes,Automobile,Obesity_Type_II 11833,Male,26.828891,1.820643,85.0,yes,yes,1.94313,3.0,Sometimes,no,2.0,no,1.934286,0.0,Sometimes,Automobile,Overweight_Level_I 11834,Male,22.025438,1.610647,94.790579,yes,yes,1.952987,3.0,Sometimes,no,2.0,no,1.030526,1.749586,no,Public_Transportation,Obesity_Type_I 11835,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 11836,Male,21.0,1.82,69.0,yes,no,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11837,Female,21.81119,1.716691,51.149283,yes,yes,2.886157,3.0,Frequently,no,1.253803,no,0.520407,0.256382,no,Public_Transportation,Insufficient_Weight 11838,Female,34.0,1.58,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 11839,Female,23.0,1.72,83.0,yes,no,3.0,3.0,Frequently,yes,2.0,yes,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 11840,Male,21.0,1.82,66.5,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11841,Male,23.0,1.768493,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.973729,no,0.877295,2.0,Sometimes,Public_Transportation,Obesity_Type_I 11842,Male,23.0,1.7,107.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 11843,Female,16.30687,1.708406,50.0,no,yes,2.652779,3.734323,Sometimes,no,1.744628,no,2.595128,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11844,Male,22.980957,1.799742,89.424947,yes,yes,2.0,2.372705,Sometimes,no,1.880967,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11845,Male,21.0,1.8,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11846,Female,18.0,1.56,55.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11847,Female,20.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 11848,Male,24.511445,1.789992,99.982541,yes,yes,2.95841,1.660768,Sometimes,no,2.0,no,0.233056,0.635867,no,Public_Transportation,Obesity_Type_II 11849,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11850,Male,18.0,1.782722,108.244379,yes,yes,2.0,1.10548,Sometimes,no,3.0,no,1.0,0.4346,Sometimes,Public_Transportation,Obesity_Type_I 11851,Male,27.981494,1.755938,88.03749,yes,yes,2.0,3.0,Sometimes,no,1.726109,no,0.899864,1.0,Sometimes,Automobile,Overweight_Level_II 11852,Female,18.117282,1.770612,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.725931,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 11853,Female,18.862264,1.792646,138.730619,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.743005,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 11854,Male,30.62865,1.759647,120.998266,yes,yes,2.742796,3.0,Sometimes,no,2.299878,no,1.089344,0.264969,Sometimes,Public_Transportation,Obesity_Type_II 11855,Female,25.919571,1.610488,102.174953,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.04525,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 11856,Male,21.016665,1.731389,75.0,yes,yes,2.973569,3.0,Sometimes,no,2.133767,no,2.892922,0.202902,Sometimes,Public_Transportation,Overweight_Level_I 11857,Male,23.0,1.93,121.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 11858,Male,18.0,1.769269,108.9606,yes,yes,2.0,3.0,Sometimes,no,2.869439,no,1.0,1.415536,no,Public_Transportation,Obesity_Type_I 11859,Male,26.699317,1.913252,120.860386,yes,yes,2.919584,2.95833,Sometimes,no,2.15157,no,0.8554,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11860,Female,26.0,1.641918,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 11861,Male,23.260061,1.773664,117.468516,yes,yes,2.826036,2.993084,Sometimes,no,2.0,no,0.891444,0.06741,Sometimes,Public_Transportation,Obesity_Type_II 11862,Male,23.0,1.690196,99.790579,yes,yes,2.911312,1.546665,Sometimes,no,1.0,no,0.0,1.657098,no,Public_Transportation,Obesity_Type_II 11863,Male,25.486521,1.763215,115.382519,yes,yes,2.5621,2.983201,Sometimes,no,2.165804,no,1.981154,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 11864,Male,21.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 11865,Female,22.909992,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.897702,1.0,no,Public_Transportation,Overweight_Level_II 11866,Female,24.0,1.66,56.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11867,Male,19.749627,1.857231,64.259379,yes,yes,3.0,3.24934,Sometimes,no,2.425927,no,1.874662,0.839659,no,Automobile,Insufficient_Weight 11868,Male,31.743821,1.657132,73.810728,yes,yes,2.0,2.698883,Sometimes,no,1.0,no,0.884935,0.0,Sometimes,Automobile,Overweight_Level_I 11869,Male,24.417552,1.685127,86.215814,yes,yes,2.0,2.658837,Sometimes,no,2.166024,no,0.903369,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11870,Female,18.367481,1.737056,126.460936,yes,yes,3.0,3.0,Sometimes,no,1.949308,no,0.946461,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11871,Male,25.0,1.85,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11872,Male,39.29266,1.741353,98.447311,yes,yes,2.0,3.0,Sometimes,no,2.70196,no,2.876696,0.0,Frequently,Automobile,Obesity_Type_I 11873,Male,30.711381,1.682916,103.593929,yes,yes,2.911312,3.0,Sometimes,no,1.015672,no,0.485322,0.00159,no,Public_Transportation,Obesity_Type_II 11874,Male,29.509151,1.791867,89.558854,yes,yes,1.936479,3.98955,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11875,Female,18.0,1.6,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11876,Male,31.387982,1.842812,91.059595,yes,yes,1.925064,3.0,Sometimes,no,2.205633,no,0.922739,1.402414,Sometimes,Automobile,Overweight_Level_II 11877,Male,21.0,1.7,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 11878,Female,18.83919,1.742654,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.501754,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 11879,Male,22.969366,1.773914,116.160329,yes,yes,2.0,2.272801,Sometimes,no,2.970983,no,1.666965,1.36595,Sometimes,Public_Transportation,Obesity_Type_II 11880,Female,19.054938,1.598612,44.641796,no,yes,3.0,2.988539,Frequently,no,1.0,yes,0.259427,0.0,no,Public_Transportation,Insufficient_Weight 11881,Female,21.834894,1.55,62.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.926592,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11882,Male,33.749594,1.701397,83.337721,yes,yes,2.021446,3.0,Sometimes,no,1.0,no,0.417724,1.0,no,Automobile,Overweight_Level_II 11883,Male,25.930376,1.61981,121.277832,yes,yes,2.801992,3.0,Sometimes,no,2.042073,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11884,Female,21.0,1.66,67.0,yes,no,3.0,2.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 11885,Male,31.761799,1.701323,102.59518,yes,yes,2.689577,3.0,Sometimes,no,1.0,no,1.343875,0.912345,Sometimes,Public_Transportation,Obesity_Type_II 11886,Male,29.0,1.79,87.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 11887,Female,21.501721,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.73234,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 11888,Male,21.0,1.71,50.0,no,no,2.0,4.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11889,Male,21.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 11890,Male,21.3928,1.909188,89.738596,yes,yes,2.416044,3.0,Sometimes,no,2.147074,no,2.0,0.965464,Sometimes,Public_Transportation,Overweight_Level_I 11891,Male,23.0,1.704573,82.045045,yes,yes,2.909853,2.658837,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 11892,Female,20.0,1.56,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11893,Male,23.0,1.8,96.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11894,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 11895,Male,30.255744,1.75,112.289883,yes,yes,2.9673,3.0,Sometimes,no,2.174248,no,0.0,1.358163,Sometimes,Automobile,Obesity_Type_II 11896,Female,26.0,1.632377,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 11897,Female,20.101026,1.611452,125.064264,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,1.414209,0.574073,Sometimes,Public_Transportation,Obesity_Type_III 11898,Female,26.0,1.643111,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 11899,Female,18.314593,1.640824,128.114161,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.886611,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 11900,Female,19.0,1.54,53.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 11901,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 11902,Female,25.951737,1.65782,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.131448,no,0.234303,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 11903,Male,18.0,1.757958,108.265922,yes,yes,2.0,1.211606,Sometimes,no,1.817983,no,0.0,1.301385,Sometimes,Public_Transportation,Obesity_Type_I 11904,Male,30.607546,1.872517,129.157346,yes,yes,2.9673,3.0,Sometimes,yes,1.774778,no,0.902776,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11905,Male,24.0,1.75,113.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11906,Male,24.825398,1.82559,120.860386,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.500936,Sometimes,Public_Transportation,Obesity_Type_II 11907,Female,19.0,1.6,70.0,no,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 11908,Male,19.0,1.8,86.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 11909,Male,26.199321,1.75,119.087557,yes,yes,2.145114,3.0,Sometimes,no,2.009796,no,0.863158,0.071317,Sometimes,Public_Transportation,Obesity_Type_II 11910,Female,26.0,1.632377,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 11911,Male,19.329542,1.885119,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.692608,Sometimes,Automobile,Insufficient_Weight 11912,Female,18.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11913,Male,18.0,1.83,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11914,Male,55.0,1.7,80.0,yes,yes,3.0,3.0,Always,no,3.0,no,3.0,0.0,Sometimes,Automobile,Obesity_Type_I 11915,Male,19.045357,1.772449,68.85097,no,yes,1.123672,3.0,Sometimes,no,2.0,no,1.973499,0.839659,Sometimes,Public_Transportation,Overweight_Level_I 11916,Male,19.47219,1.849425,121.657979,yes,yes,2.568063,3.0,Sometimes,no,2.868167,no,1.874662,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11917,Female,17.0,1.66,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Walking,Normal_Weight 11918,Male,20.0,1.7,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11919,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 11920,Female,18.312665,1.738397,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.68249,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 11921,Male,22.936098,1.806227,120.151967,yes,yes,2.902469,2.791366,Sometimes,no,1.999882,no,0.143955,1.258881,Sometimes,Public_Transportation,Obesity_Type_II 11922,Female,17.0,1.66,55.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 11923,Male,33.151905,1.737056,84.451423,yes,yes,2.290095,2.762883,Sometimes,no,2.397653,no,2.685087,0.0,no,Automobile,Overweight_Level_II 11924,Female,41.0,1.5,63.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,no,Walking,Overweight_Level_II 11925,Male,17.080493,1.753389,54.877111,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.178976,1.0,no,Automobile,Insufficient_Weight 11926,Male,29.791101,1.910672,129.232708,yes,yes,2.938616,3.0,Sometimes,no,1.362583,no,1.144076,0.173232,Sometimes,Public_Transportation,Obesity_Type_II 11927,Female,23.474165,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.876101,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11928,Male,21.706996,1.741353,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.766674,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 11929,Male,24.079524,1.783901,120.613561,yes,yes,2.911877,3.0,Sometimes,no,2.928234,no,1.983649,0.173232,Sometimes,Public_Transportation,Obesity_Type_II 11930,Male,31.793937,1.750085,86.934846,yes,yes,2.0,1.077331,Sometimes,no,2.174248,no,2.819661,1.771135,Sometimes,Automobile,Overweight_Level_II 11931,Male,17.0,1.7,85.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 11932,Female,17.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11933,Male,18.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 11934,Female,25.962949,1.678201,109.996742,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,0.008013,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 11935,Female,23.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11936,Female,25.783865,1.623707,105.036075,yes,yes,3.0,3.0,Sometimes,no,1.517215,no,0.01586,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 11937,Male,25.314163,1.774647,116.160329,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,1.684582,0.133523,no,Public_Transportation,Obesity_Type_II 11938,Male,23.0,1.72,84.0,yes,no,2.0,4.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 11939,Male,31.755387,1.835381,91.204753,yes,yes,2.0,3.0,Sometimes,no,1.491268,no,0.926201,0.833761,Sometimes,Public_Transportation,Overweight_Level_II 11940,Male,20.0,1.62,70.0,no,no,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11941,Female,26.0,1.63,63.0,yes,no,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 11942,Male,19.623574,1.685462,80.037202,yes,yes,2.0,2.937607,Sometimes,no,2.450069,no,0.935217,0.613902,Sometimes,Public_Transportation,Overweight_Level_II 11943,Male,26.680376,1.868923,118.740035,yes,yes,2.535154,3.0,Sometimes,no,2.482933,no,0.706777,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11944,Male,33.0,1.65,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11945,Male,24.178638,1.751118,88.965521,yes,yes,2.819934,2.568063,Sometimes,no,2.0,no,0.819682,0.0,Sometimes,Public_Transportation,Obesity_Type_II 11946,Female,26.0,1.65,63.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_II 11947,Female,23.0,1.77,82.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 11948,Female,26.0,1.57,57.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 11949,Female,17.580627,1.735461,51.598593,no,yes,2.92711,3.0,Sometimes,no,1.979833,no,0.64235,1.0,Sometimes,Public_Transportation,Insufficient_Weight 11950,Male,25.19291,1.818641,91.052215,yes,yes,2.0,3.0,Sometimes,no,2.232601,no,0.0,0.174848,Sometimes,Public_Transportation,Overweight_Level_II 11951,Female,21.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11952,Male,23.668137,1.76714,95.361795,yes,yes,2.0,3.0,Sometimes,no,2.839069,no,1.96582,0.160138,Sometimes,Public_Transportation,Obesity_Type_I 11953,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 11954,Female,17.671064,1.652971,83.1011,yes,yes,2.442536,2.646717,Sometimes,no,1.98126,no,1.144076,0.840911,no,Public_Transportation,Obesity_Type_I 11955,Female,21.0,1.67,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11956,Female,25.991194,1.613574,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.043412,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 11957,Female,18.381382,1.713348,75.4678752,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,0.133398,1.237867,Sometimes,Public_Transportation,Overweight_Level_I 11958,Female,17.894784,1.737453,50.0,no,yes,1.874935,4.0,Frequently,no,1.015249,no,1.980738,0.937492,Sometimes,Public_Transportation,Insufficient_Weight 11959,Male,23.0,1.83,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 11960,Female,21.01245,1.787733,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,1.564618,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 11961,Female,26.0,1.611462,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 11962,Male,21.0,1.7,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11963,Male,22.017383,1.761008,51.598593,yes,yes,3.0,3.0,Frequently,no,1.326694,no,2.306844,1.0,no,Public_Transportation,Insufficient_Weight 11964,Male,22.0,1.75,95.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11965,Male,21.963787,1.696336,80.0,yes,yes,2.0,3.0,Sometimes,no,2.020424,no,0.578074,1.340107,Sometimes,Public_Transportation,Overweight_Level_II 11966,Male,33.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 11967,Male,17.0,1.6,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Walking,Overweight_Level_I 11968,Female,26.0,1.642392,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,0.0,0.135278,Sometimes,Public_Transportation,Obesity_Type_III 11969,Female,18.0,1.5,50.0,no,no,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 11970,Female,17.0,1.57,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 11971,Male,27.0,1.710616,99.860254,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.071317,Sometimes,Automobile,Obesity_Type_I 11972,Male,23.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 11973,Male,18.0,1.62,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 11974,Female,25.982261,1.616975,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.01586,0.586035,Sometimes,Public_Transportation,Obesity_Type_III 11975,Male,21.008051,1.721854,82.040318,yes,yes,2.094184,3.0,Sometimes,no,2.0,no,2.931527,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11976,Female,26.0,1.738717,110.074946,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 11977,Male,20.190733,1.786997,85.607466,yes,yes,2.0,2.625942,Sometimes,no,1.962646,no,1.0,0.839659,no,Automobile,Overweight_Level_II 11978,Female,29.0,1.58,78.0,yes,yes,2.0,1.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11979,Female,19.515324,1.753578,54.121925,yes,yes,2.8557,3.394788,Sometimes,no,2.157395,no,2.0,1.283736,Sometimes,Public_Transportation,Insufficient_Weight 11980,Male,21.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11981,Female,21.016623,1.615145,68.653347,yes,yes,2.0,3.623364,Sometimes,no,2.777712,no,0.877295,0.0,no,Public_Transportation,Overweight_Level_I 11982,Female,18.0,1.55,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11983,Male,30.717727,1.695347,102.810704,yes,yes,3.0,2.13229,Sometimes,no,1.0,no,0.93732,1.040713,no,Public_Transportation,Obesity_Type_II 11984,Male,29.970445,1.758189,112.256165,yes,yes,1.83746,3.0,Sometimes,no,2.0,no,0.665439,2.0,Sometimes,Automobile,Obesity_Type_I 11985,Female,20.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11986,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 11987,Female,40.0,1.5,80.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 11988,Male,22.0,1.7,97.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 11989,Male,18.0,1.72,53.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 11990,Male,23.367212,1.807538,90.52446,yes,yes,2.822179,3.0,Sometimes,no,1.375728,no,0.481555,0.0,Sometimes,Public_Transportation,Obesity_Type_I 11991,Male,20.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 11992,Male,21.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 11993,Male,30.916426,1.780089,120.0,yes,yes,2.9673,3.0,Sometimes,no,2.165804,no,0.838739,1.198439,Sometimes,Automobile,Obesity_Type_II 11994,Female,24.063874,1.632377,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,1.302507,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 11995,Male,33.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 11996,Female,21.291969,1.746529,133.166595,yes,yes,3.0,3.0,Sometimes,no,1.810738,no,1.612741,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 11997,Male,18.0,1.53,68.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Frequently,Public_Transportation,Normal_Weight 11998,Female,21.001969,1.807538,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.996487,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 11999,Female,25.0,1.62,64.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 12000,Male,18.656912,1.742654,86.319887,yes,yes,2.0,2.358298,Sometimes,no,1.081597,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12001,Male,22.285024,1.718534,80.0,yes,yes,2.0,2.983201,Sometimes,no,2.0,no,0.94893,1.765321,Sometimes,Public_Transportation,Overweight_Level_II 12002,Male,23.0,1.716677,81.936398,yes,yes,2.048962,1.835543,Sometimes,no,1.837184,no,1.0,1.313363,Sometimes,Public_Transportation,Overweight_Level_II 12003,Female,17.0,1.63,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12004,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 12005,Male,22.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12006,Male,26.699317,1.828391,120.998266,yes,yes,2.499108,3.0,Sometimes,no,3.0,no,1.685369,0.630866,Sometimes,Automobile,Obesity_Type_II 12007,Male,30.958957,1.757442,109.982692,yes,yes,2.225149,3.0,Sometimes,no,1.771781,no,1.976341,0.0,Sometimes,Automobile,Obesity_Type_II 12008,Male,21.0,1.75,80.0,no,no,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 12009,Female,18.0,1.6,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 12010,Male,28.704462,1.767058,113.90198,yes,yes,2.323351,3.0,Sometimes,no,2.164718,no,0.0,1.493716,Sometimes,Automobile,Obesity_Type_II 12011,Female,21.856301,1.748313,133.573787,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.48809,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 12012,Female,32.501143,1.721903,72.748903,yes,yes,2.0,3.0,Sometimes,no,1.825629,no,0.807076,0.0,Sometimes,Automobile,Overweight_Level_II 12013,Female,20.0,1.69,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 12014,Male,29.216019,1.77369,112.289883,yes,yes,1.757466,3.0,Sometimes,no,1.002292,no,0.0,1.89388,Sometimes,Automobile,Obesity_Type_I 12015,Male,23.0,1.764138,95.269089,yes,yes,2.0,3.0,Sometimes,no,2.054072,no,2.491642,2.0,no,Public_Transportation,Obesity_Type_I 12016,Male,30.945369,1.65731,101.067988,yes,yes,2.801992,2.98212,Sometimes,no,1.0,no,0.874643,1.0,no,Automobile,Obesity_Type_II 12017,Male,34.243146,1.735851,85.5,yes,yes,2.0,3.0,Sometimes,no,2.452986,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 12018,Female,17.6739,1.617192,83.282232,yes,yes,2.721356,1.0,Sometimes,no,1.970622,no,0.0,0.804491,Sometimes,Public_Transportation,Overweight_Level_II 12019,Female,19.091346,1.603435,45.0,no,yes,3.0,3.0,Sometimes,no,1.175714,yes,2.318492,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12020,Male,18.0,1.792687,108.204547,yes,yes,2.0,2.478794,Sometimes,no,2.939492,no,1.0,0.4346,no,Public_Transportation,Obesity_Type_I 12021,Male,26.740655,1.828391,120.980508,yes,yes,2.974006,3.0,Sometimes,no,2.816015,no,1.813318,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12022,Female,25.919571,1.610225,102.249831,yes,yes,3.0,3.0,Sometimes,no,1.120213,no,1.999836,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 12023,Female,22.0,1.65,50.0,yes,yes,1.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 12024,Male,22.754646,1.71889,82.091886,yes,yes,1.754401,3.0,Sometimes,no,1.872673,no,0.966973,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12025,Male,18.0,1.7,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12026,Male,21.0,1.75,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12027,Male,18.0,1.74,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12028,Male,33.0,1.85,85.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 12029,Male,23.0,1.704028,97.92035,yes,yes,2.0,1.487674,Sometimes,no,2.0,no,2.0,1.546738,no,Public_Transportation,Obesity_Type_I 12030,Male,33.789301,1.756772,107.10819,yes,yes,2.0,2.118153,Sometimes,no,2.452789,no,1.979355,0.0,Sometimes,Automobile,Obesity_Type_I 12031,Male,21.20563,1.722785,98.579156,yes,yes,2.0,2.964024,Sometimes,no,2.0,no,2.819661,1.0,no,Public_Transportation,Obesity_Type_I 12032,Female,21.394047,1.696954,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.625942,no,1.629432,0.870795,Sometimes,Public_Transportation,Obesity_Type_III 12033,Female,25.996716,1.669701,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.06275,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 12034,Female,18.367481,1.746416,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.412357,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 12035,Male,26.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12036,Male,21.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12037,Male,40.317787,1.783901,109.758736,yes,yes,2.533605,2.627173,Sometimes,no,1.0,no,0.01586,0.0,no,Automobile,Obesity_Type_II 12038,Male,23.32012,1.814696,120.102897,yes,yes,2.191429,3.0,Sometimes,no,1.274718,no,1.980401,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12039,Male,17.0,1.827279,53.620604,no,yes,2.0,3.0,Sometimes,no,1.965237,no,2.0,0.766668,Sometimes,Public_Transportation,Insufficient_Weight 12040,Male,24.0,1.74,120.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 12041,Female,18.0,1.6,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12042,Male,30.684347,1.914186,129.874864,yes,yes,2.877743,3.0,Sometimes,yes,1.014876,no,0.98232,0.047473,Sometimes,Public_Transportation,Obesity_Type_II 12043,Male,30.553097,1.823545,129.19449,yes,yes,2.159033,3.0,Sometimes,no,2.155926,no,0.885633,1.588046,Sometimes,Public_Transportation,Obesity_Type_II 12044,Male,19.920629,1.717722,87.906019,yes,yes,2.0,4.0,Sometimes,no,2.526193,no,2.0,0.790967,Sometimes,Public_Transportation,Overweight_Level_I 12045,Male,22.730414,1.683124,81.603501,yes,yes,2.0,1.146052,Sometimes,no,1.962646,no,0.0,1.237867,Sometimes,Public_Transportation,Overweight_Level_II 12046,Female,21.682636,1.748524,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.427037,0.849236,Sometimes,Public_Transportation,Obesity_Type_III 12047,Female,22.0,1.63,62.0,no,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 12048,Female,26.0,1.610467,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 12049,Male,34.204408,1.739293,85.0,yes,yes,2.96008,3.0,Sometimes,no,2.0,no,2.89118,1.09838,Sometimes,Automobile,Overweight_Level_I 12050,Male,22.865018,1.82559,120.748213,yes,yes,2.765063,3.0,Sometimes,no,3.0,no,0.614959,0.267076,Sometimes,Public_Transportation,Obesity_Type_II 12051,Male,19.374207,1.763029,86.0805,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12052,Female,26.0,1.641132,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 12053,Male,24.449655,1.755938,97.350366,yes,yes,2.971574,2.976098,Sometimes,no,1.0,no,0.883542,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12054,Female,23.0,1.77,76.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12055,Male,23.963649,1.790151,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.331123,no,0.008368,0.993786,Sometimes,Public_Transportation,Obesity_Type_I 12056,Male,25.387945,1.834842,120.420406,yes,yes,2.490507,3.0,Sometimes,no,2.006595,no,1.1293,1.256119,Sometimes,Public_Transportation,Obesity_Type_II 12057,Male,31.755387,1.788239,120.009392,yes,yes,2.499108,3.0,Sometimes,no,2.040137,no,0.955317,1.339232,Sometimes,Automobile,Obesity_Type_II 12058,Female,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12059,Male,19.0,1.76,55.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 12060,Male,33.690239,1.700499,84.340406,yes,yes,2.0,1.818026,Sometimes,no,2.279214,no,2.008256,0.0,no,Automobile,Overweight_Level_II 12061,Male,17.0,1.79,57.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 12062,Male,25.486521,1.775416,121.657979,yes,yes,2.116432,3.0,Sometimes,no,2.836791,no,0.987591,0.890527,Sometimes,Public_Transportation,Obesity_Type_II 12063,Male,26.947786,1.773259,112.395309,yes,yes,1.99124,3.0,Sometimes,no,2.155558,no,1.096556,0.0026,Sometimes,Automobile,Obesity_Type_II 12064,Male,30.079371,1.810616,92.860254,yes,yes,2.0,3.0,Sometimes,no,1.157395,no,0.0,0.071028,Sometimes,Automobile,Overweight_Level_II 12065,Male,31.327609,1.7088,83.986895,yes,yes,2.911877,2.938902,Sometimes,no,2.98235,no,1.504003,0.688293,Sometimes,Public_Transportation,Overweight_Level_II 12066,Male,25.486521,1.77274,114.144378,yes,yes,3.0,3.0,Sometimes,no,2.154326,no,0.891205,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 12067,Female,19.741202,1.747987,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,1.999897,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 12068,Male,19.0,1.52,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 12069,Female,19.0,1.755507,49.839685,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12070,Female,25.95383,1.613574,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.069238,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 12071,Female,25.765628,1.668537,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.530508,no,0.089342,0.453404,Sometimes,Public_Transportation,Obesity_Type_III 12072,Male,18.0,1.749405,109.978402,yes,yes,2.0,1.867836,Sometimes,no,2.0,no,1.0,0.4346,no,Public_Transportation,Obesity_Type_I 12073,Female,20.0,1.65,88.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 12074,Male,18.166318,1.872517,108.012603,yes,yes,1.118436,3.0,Sometimes,no,2.0,no,2.164472,0.828549,Sometimes,Public_Transportation,Obesity_Type_I 12075,Male,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12076,Female,25.498965,1.608914,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.170515,no,0.061366,0.669616,Sometimes,Public_Transportation,Obesity_Type_III 12077,Male,32.516469,1.75655,121.786485,yes,yes,2.585942,2.271734,Sometimes,no,1.970622,no,0.582686,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12078,Female,21.0,1.64,63.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12079,Female,40.466313,1.564568,79.66832,yes,yes,2.0,1.0,Sometimes,no,1.526313,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12080,Male,24.0,1.85,120.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 12081,Female,37.218161,1.653209,80.0,yes,yes,2.069267,2.888193,Sometimes,no,1.0,no,0.0,0.220825,no,Automobile,Overweight_Level_II 12082,Male,33.182127,1.722396,83.001642,yes,yes,2.0,1.835543,Sometimes,no,2.0,no,0.838739,0.0,Sometimes,Automobile,Overweight_Level_II 12083,Male,21.0,1.62,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12084,Male,22.976188,1.816547,120.699119,yes,yes,2.637202,2.993634,Sometimes,no,1.944095,no,1.980738,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12085,Male,22.976188,1.792687,105.712219,yes,yes,2.0,3.0,Sometimes,no,2.224164,no,1.193486,1.08266,Sometimes,Public_Transportation,Obesity_Type_I 12086,Female,21.082384,1.503379,64.342459,yes,no,2.0,2.994046,Sometimes,no,2.0,no,0.0,1.692287,no,Public_Transportation,Overweight_Level_II 12087,Female,20.0,1.6,66.0,no,no,3.0,4.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_I 12088,Female,18.0,1.65,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12089,Female,21.0,1.610225,68.981403,yes,yes,1.203754,3.0,no,no,2.654517,no,0.25289,0.363549,Sometimes,Public_Transportation,Overweight_Level_I 12090,Male,22.815416,1.700164,94.454394,yes,yes,2.0,2.669766,Sometimes,no,2.0,no,0.0,1.875023,no,Public_Transportation,Obesity_Type_I 12091,Male,30.562895,1.767485,120.549592,yes,yes,2.938801,3.0,Sometimes,no,2.080187,no,0.598655,0.0,Sometimes,Automobile,Obesity_Type_II 12092,Male,30.722801,1.670667,102.677012,yes,yes,2.490776,2.845307,Sometimes,no,1.229171,no,1.928275,0.0,no,Public_Transportation,Obesity_Type_II 12093,Male,25.930376,1.766888,114.480696,yes,yes,2.175276,3.0,Sometimes,no,2.128176,no,1.306476,0.639561,Sometimes,Public_Transportation,Obesity_Type_II 12094,Male,45.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Walking,Overweight_Level_I 12095,Female,21.0,1.56,45.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 12096,Male,18.335019,1.810427,108.10074,yes,yes,3.0,3.0,Sometimes,no,2.524432,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12097,Male,22.018228,1.795311,89.068227,yes,yes,1.718156,2.865657,Sometimes,no,2.0,no,0.827506,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12098,Female,26.0,1.62439,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 12099,Female,19.0,1.520997,42.0,no,yes,1.202075,3.0,Frequently,no,1.947935,yes,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 12100,Female,19.0,1.65,60.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12101,Female,19.0,1.55,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12102,Female,20.0,1.61,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 12103,Female,23.0,1.63,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12104,Female,23.0,1.624099,82.412665,yes,yes,3.0,3.0,Sometimes,no,2.60669,no,0.045246,0.30402,Sometimes,Public_Transportation,Obesity_Type_I 12105,Male,24.739421,1.757069,85.0,yes,yes,2.244142,3.0,Sometimes,no,2.0,no,0.712726,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12106,Female,23.0,1.63,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12107,Female,19.058511,1.64603,49.838965,no,yes,3.0,3.0,Frequently,no,1.049134,no,0.107078,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12108,Female,25.139466,1.629225,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.001297,0.926581,Sometimes,Public_Transportation,Obesity_Type_III 12109,Male,18.0,1.737056,51.132809,yes,yes,3.0,3.937099,Sometimes,no,1.0,no,1.37467,1.0,no,Public_Transportation,Insufficient_Weight 12110,Female,18.0,1.55,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12111,Male,21.0,1.75,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 12112,Male,18.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 12113,Male,27.0,1.64,59.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12114,Female,20.0,1.5,42.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 12115,Female,26.0,1.614484,105.039703,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 12116,Female,18.128206,1.700038,51.132809,no,yes,1.202075,3.0,Sometimes,no,1.000544,no,0.206954,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12117,Male,20.0,1.75,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12118,Male,22.851721,1.635905,82.603984,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.228753,1.690901,no,Public_Transportation,Obesity_Type_I 12119,Female,21.656907,1.7199,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.998047,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 12120,Female,19.623574,1.533364,64.848627,yes,no,2.0,1.0,Sometimes,no,1.94595,no,0.0,1.906141,Sometimes,Public_Transportation,Overweight_Level_II 12121,Female,21.394047,1.73995,135.346677,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,1.577824,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 12122,Female,48.0,1.56,51.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 12123,Female,19.010211,1.555521,44.188767,no,yes,2.977018,1.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12124,Male,31.484494,1.84998,91.499683,yes,yes,2.501683,3.0,Sometimes,no,1.893117,no,0.922739,0.77582,Sometimes,Public_Transportation,Overweight_Level_II 12125,Male,20.0,1.68,80.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 12126,Female,18.423482,1.735461,126.798173,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,1.544632,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 12127,Male,21.996118,1.652202,80.091886,yes,yes,2.0,2.779379,Sometimes,no,2.0,no,1.350001,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12128,Female,26.0,1.634894,111.933152,yes,yes,3.0,3.0,Sometimes,no,1.615548,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 12129,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 12130,Male,18.128206,1.717826,52.08657,yes,yes,1.202075,3.0,Sometimes,no,2.0,no,0.632164,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12131,Female,20.781751,1.771817,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.832004,no,1.541072,1.0,Sometimes,Public_Transportation,Obesity_Type_III 12132,Male,23.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 12133,Male,28.712995,1.665585,98.66176,yes,yes,2.95801,2.434347,Sometimes,no,1.0,no,1.07672,0.0,no,Public_Transportation,Obesity_Type_II 12134,Female,18.0,1.675953,79.544998,yes,no,2.0,2.271734,Sometimes,no,1.144467,no,0.390877,1.440629,Frequently,Public_Transportation,Overweight_Level_I 12135,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 12136,Male,22.969366,1.834986,105.028665,yes,yes,2.0,3.0,Sometimes,no,2.635454,no,0.261274,0.0026,no,Public_Transportation,Obesity_Type_I 12137,Male,26.0,1.737984,103.134646,yes,yes,2.0,3.0,Sometimes,no,2.822871,no,1.0,0.128895,Sometimes,Public_Transportation,Obesity_Type_I 12138,Female,20.0,1.6,45.0,no,yes,3.0,3.0,Always,no,1.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 12139,Female,19.0,1.5,42.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12140,Male,23.0,1.74402,55.3707,yes,yes,2.0,2.805436,Sometimes,no,1.983649,no,0.001297,1.670313,no,Public_Transportation,Insufficient_Weight 12141,Female,26.0,1.633945,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 12142,Male,30.710511,1.775626,120.710723,yes,yes,2.499388,3.0,Sometimes,no,2.763005,no,0.6081,0.0,Sometimes,Automobile,Obesity_Type_II 12143,Male,26.699317,1.789992,119.201465,yes,yes,2.195964,3.0,Sometimes,no,2.511399,no,0.691369,0.0,Sometimes,Automobile,Obesity_Type_II 12144,Male,37.441044,1.764166,117.75701,yes,yes,2.9673,3.0,Sometimes,no,2.0,no,0.94224,0.9974,Sometimes,Automobile,Obesity_Type_II 12145,Male,31.56724,1.780089,118.26569,yes,yes,2.232836,2.992903,Sometimes,no,2.146398,no,0.854957,0.0,Sometimes,Automobile,Obesity_Type_II 12146,Female,26.0,1.638836,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 12147,Female,18.0,1.6,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 12148,Female,26.0,1.632193,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.357314,Sometimes,Public_Transportation,Obesity_Type_III 12149,Female,19.88036,1.617655,49.742931,no,yes,2.92711,3.559841,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 12150,Female,26.0,1.610225,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 12151,Male,23.0,1.755317,88.532032,yes,yes,3.0,2.930044,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12152,Female,18.0,1.68,80.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12153,Male,29.891473,1.77219,109.349025,yes,yes,2.0,3.0,Sometimes,no,2.76382,no,0.0,1.112489,Sometimes,Automobile,Obesity_Type_II 12154,Female,25.976209,1.642098,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.159255,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 12155,Male,23.0,1.65,80.0,yes,yes,2.0,2.049565,Sometimes,no,2.0,no,0.514225,0.0,no,Public_Transportation,Overweight_Level_I 12156,Male,17.0,1.8,95.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_II 12157,Male,18.0,1.78,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12158,Female,18.0,1.688025,90.019501,yes,yes,2.746408,3.0,Sometimes,no,2.791604,no,0.584793,0.587932,Sometimes,Public_Transportation,Obesity_Type_I 12159,Female,23.0,1.67,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 12160,Female,26.0,1.654784,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.126288,Sometimes,Public_Transportation,Obesity_Type_III 12161,Female,26.0,1.621245,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.602129,no,0.0,0.071317,Sometimes,Public_Transportation,Obesity_Type_III 12162,Female,18.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12163,Male,22.524036,1.835643,121.471077,yes,yes,2.736647,2.669766,Sometimes,no,2.640483,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12164,Male,24.0,1.8,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Walking,Insufficient_Weight 12165,Female,21.0,1.73,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 12166,Male,17.451085,1.793926,59.682591,no,yes,3.0,3.654061,Sometimes,no,2.0,no,2.009397,0.962468,no,Public_Transportation,Insufficient_Weight 12167,Female,26.0,1.600905,106.042142,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 12168,Male,17.0,1.77,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 12169,Male,40.654155,1.706912,109.889334,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.925931,0.0,no,Automobile,Obesity_Type_II 12170,Male,23.285553,1.754599,87.676154,yes,yes,1.851262,2.278652,Sometimes,no,2.0,no,1.228136,0.631217,Sometimes,Public_Transportation,Overweight_Level_II 12171,Male,22.336216,1.823168,61.411141,yes,yes,3.0,3.0,Sometimes,no,2.515765,no,1.252472,0.262118,Sometimes,Automobile,Insufficient_Weight 12172,Male,17.758315,1.717037,57.790381,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.541455,Sometimes,Automobile,Insufficient_Weight 12173,Female,18.0,1.6,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 12174,Female,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12175,Male,28.255199,1.829529,120.549592,yes,yes,2.19331,3.0,Sometimes,no,2.519841,no,0.597863,0.972054,Sometimes,Public_Transportation,Obesity_Type_II 12176,Female,18.0,1.719827,50.479039,yes,yes,3.0,3.0,Sometimes,no,1.927976,no,0.533309,1.747256,no,Public_Transportation,Insufficient_Weight 12177,Female,22.0,1.66,57.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12178,Female,23.0,1.63,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 12179,Female,23.0,1.75,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12180,Male,24.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12181,Male,29.506287,1.787733,108.019211,yes,yes,2.0,2.37985,Sometimes,no,2.653531,no,1.0,0.0,no,Automobile,Obesity_Type_I 12182,Male,21.394047,1.754497,88.633616,yes,yes,2.442536,2.692889,Sometimes,no,2.0,no,0.0,0.071028,Sometimes,Public_Transportation,Overweight_Level_II 12183,Male,55.24625,1.717288,90.0,yes,yes,2.0,2.993623,Sometimes,no,2.0,no,1.067817,0.0,Sometimes,Automobile,Overweight_Level_II 12184,Female,18.0,1.650012,80.0,yes,yes,2.909853,1.001633,Sometimes,no,2.598632,no,2.892922,0.0,no,Public_Transportation,Obesity_Type_I 12185,Female,19.0,1.76,79.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 12186,Female,25.982113,1.719913,105.313967,yes,yes,3.0,3.0,Sometimes,no,1.05668,no,0.043412,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 12187,Female,38.943282,1.524293,80.555875,yes,yes,2.0,2.983201,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 12188,Female,26.0,1.641149,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.357314,Sometimes,Public_Transportation,Obesity_Type_III 12189,Female,25.470652,1.628205,107.378702,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.025787,0.484165,Sometimes,Public_Transportation,Obesity_Type_III 12190,Female,26.0,1.643892,105.496975,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.001297,0.276319,Sometimes,Public_Transportation,Obesity_Type_III 12191,Male,22.518787,1.769269,85.312639,yes,yes,2.133955,3.0,Sometimes,no,2.984153,no,0.915699,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12192,Male,17.0,1.8,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 12193,Female,26.0,1.641132,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.071317,Sometimes,Public_Transportation,Obesity_Type_III 12194,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 12195,Female,26.0,1.610225,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.555591,Sometimes,Public_Transportation,Obesity_Type_III 12196,Male,26.490926,1.848553,121.835883,yes,yes,2.766612,3.0,Sometimes,no,2.839558,no,0.92635,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12197,Female,23.647935,1.748103,50.664459,yes,yes,3.0,3.715148,Frequently,no,1.992548,no,0.508847,0.891189,Sometimes,Public_Transportation,Insufficient_Weight 12198,Male,27.474245,1.742538,83.414072,yes,yes,2.0,3.0,Sometimes,no,1.830614,no,0.87967,0.0,Sometimes,Automobile,Overweight_Level_II 12199,Female,20.552695,1.729099,128.114161,yes,yes,3.0,3.0,Sometimes,no,1.170537,no,0.932783,0.619012,Sometimes,Public_Transportation,Obesity_Type_III 12200,Male,22.851721,1.841852,121.134898,yes,yes,2.684335,2.693646,Sometimes,no,1.172427,no,0.891444,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12201,Female,26.0,1.632377,109.411622,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 12202,Female,20.975973,1.708581,102.781971,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.582675,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 12203,Female,40.993179,1.527133,79.493626,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 12204,Male,17.729923,1.782756,97.911865,yes,yes,2.399531,3.0,Sometimes,no,2.430918,no,2.999918,0.828549,no,Public_Transportation,Obesity_Type_I 12205,Male,30.702559,1.75,112.471118,yes,yes,1.588114,3.0,Sometimes,no,1.0,no,0.0,0.292956,Sometimes,Automobile,Obesity_Type_II 12206,Male,29.740496,1.652971,89.995034,yes,yes,2.0,2.992083,Sometimes,no,2.115967,no,0.0,0.7939,Sometimes,Automobile,Obesity_Type_I 12207,Male,21.0,1.65,101.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 12208,Male,21.0,1.63,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 12209,Female,25.919571,1.792998,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.112122,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 12210,Male,19.0,1.71,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12211,Female,20.951084,1.713133,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.709556,no,1.950374,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 12212,Male,30.717727,1.783901,120.344402,yes,yes,2.9673,3.0,Sometimes,no,2.929123,no,0.917014,0.471663,Sometimes,Automobile,Obesity_Type_II 12213,Female,42.24475,1.53535,79.828725,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 12214,Female,23.0,1.75,78.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 12215,Female,23.365041,1.751029,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,1.318743,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 12216,Female,17.0,1.56,59.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 12217,Male,21.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12218,Female,25.783865,1.622468,110.676343,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.01586,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 12219,Male,55.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 12220,Female,22.025438,1.598393,44.810751,no,no,3.0,1.0,Frequently,no,1.229915,yes,0.87967,0.0,no,Public_Transportation,Insufficient_Weight 12221,Female,21.491055,1.748313,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.891713,no,0.934286,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 12222,Female,21.008297,1.704193,50.165754,no,yes,1.457758,3.0,Frequently,no,1.919629,no,1.256115,0.0,no,Public_Transportation,Insufficient_Weight 12223,Male,22.0,1.65,58.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 12224,Female,26.0,1.65782,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 12225,Female,25.929746,1.641098,105.448264,yes,yes,3.0,3.0,Sometimes,no,1.530531,no,0.455216,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 12226,Male,18.0,1.721384,108.721893,yes,yes,2.0,3.0,Sometimes,no,2.655795,no,1.0,0.124977,Sometimes,Public_Transportation,Obesity_Type_I 12227,Female,21.0,1.65,89.8,yes,yes,1.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 12228,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_II 12229,Female,26.0,1.643332,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 12230,Male,27.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12231,Male,18.0,1.796415,108.742005,yes,yes,2.0,2.120936,Sometimes,no,2.976672,no,1.958694,0.613971,no,Public_Transportation,Obesity_Type_I 12232,Female,40.0,1.55,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12233,Male,27.186873,1.703317,102.950929,yes,yes,2.844607,1.672958,Sometimes,no,1.0,no,1.890907,0.0,no,Public_Transportation,Obesity_Type_II 12234,Male,18.0,1.789143,54.835576,yes,yes,1.889199,3.0,Sometimes,no,2.426465,no,0.651412,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12235,Male,55.0,1.65,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 12236,Male,18.0,1.72,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 12237,Male,25.3292,1.779547,117.684861,yes,yes,2.9553,3.0,Sometimes,no,2.028368,no,1.31257,0.484165,Sometimes,Public_Transportation,Obesity_Type_II 12238,Male,25.918524,1.65,105.031908,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.07115,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12239,Male,19.084967,1.777108,57.145917,yes,yes,2.734314,3.092116,Sometimes,no,2.0,no,2.0,1.612432,no,Automobile,Insufficient_Weight 12240,Female,21.0,1.75,78.089575,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 12241,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,2.0,no,Public_Transportation,Obesity_Type_I 12242,Male,19.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12243,Male,22.99368,1.819296,121.248035,yes,yes,2.382705,3.0,Sometimes,no,2.562002,no,1.079524,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12244,Female,39.0,1.6,62.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 12245,Male,25.0,1.74,93.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 12246,Female,25.989938,1.624831,105.028665,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,1.866839,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 12247,Female,21.207423,1.746411,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.465931,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 12248,Female,25.498965,1.669039,113.451224,yes,yes,3.0,3.0,Sometimes,no,1.228838,no,0.259427,0.742423,Sometimes,Public_Transportation,Obesity_Type_III 12249,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,yes,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12250,Male,24.178638,1.757961,113.234349,yes,yes,2.252653,3.0,Sometimes,no,2.0,no,1.097905,1.338655,Sometimes,Public_Transportation,Obesity_Type_II 12251,Male,21.0,1.62,70.0,no,no,3.0,1.0,no,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12252,Male,30.958051,1.818226,92.949254,yes,yes,2.633855,3.0,Sometimes,no,1.771781,no,0.886817,0.471663,Sometimes,Public_Transportation,Overweight_Level_II 12253,Female,23.0,1.56,53.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 12254,Male,23.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 12255,Female,26.0,1.62456,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 12256,Male,21.02064,1.709561,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.987591,0.173665,Sometimes,Public_Transportation,Overweight_Level_I 12257,Male,34.0,1.75,118.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 12258,Male,22.0,1.69,65.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12259,Female,21.413498,1.644053,88.138777,yes,yes,2.020785,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12260,Female,20.406066,1.775626,85.316125,yes,yes,2.997951,3.0,Sometimes,no,2.102709,no,1.0,0.880414,Sometimes,Public_Transportation,Obesity_Type_I 12261,Male,20.0,1.82,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12262,Female,18.874591,1.723328,39.101805,no,yes,1.118436,3.095663,Sometimes,no,1.876915,no,2.614909,1.229474,no,Public_Transportation,Insufficient_Weight 12263,Female,26.0,1.633316,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 12264,Female,38.748307,1.562434,76.202761,yes,yes,2.0,3.0,Sometimes,no,1.856315,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12265,Female,25.908431,1.621245,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 12266,Male,19.0,1.77,76.0,yes,no,2.0,3.0,Sometimes,yes,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12267,Female,19.725718,1.647811,49.932199,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.304291,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12268,Male,30.607546,1.909105,129.232216,yes,yes,2.9673,3.0,Sometimes,no,1.124366,no,1.926381,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12269,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12270,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12271,Male,30.717727,1.699793,102.872802,yes,yes,2.122127,2.116195,Sometimes,no,1.656082,no,0.903369,0.0,no,Public_Transportation,Obesity_Type_II 12272,Male,30.575349,1.918859,129.363771,yes,yes,2.442536,3.0,Sometimes,no,2.247979,no,1.231031,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12273,Male,26.740655,1.829757,120.980508,yes,yes,2.265973,3.0,Sometimes,no,2.825629,no,0.0,0.217632,Sometimes,Public_Transportation,Obesity_Type_II 12274,Female,39.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12275,Female,26.0,1.649439,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 12276,Male,41.0,1.78,99.530971,yes,no,2.823179,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 12277,Female,18.0,1.7,50.0,no,yes,3.0,4.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12278,Female,41.0,1.549311,79.66832,yes,yes,2.0,3.0,Sometimes,no,2.7305,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12279,Female,21.90012,1.65757,121.253083,yes,yes,3.0,3.0,Sometimes,no,1.507638,no,0.835271,0.604692,Sometimes,Public_Transportation,Obesity_Type_III 12280,Male,23.0,1.69,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 12281,Male,22.906342,1.690727,94.812707,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 12282,Male,28.992809,1.712556,99.199287,yes,yes,2.971574,1.834472,Sometimes,no,1.0,no,1.541072,0.707246,Sometimes,Public_Transportation,Obesity_Type_II 12283,Female,25.940153,1.608914,102.592171,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,0.051097,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 12284,Female,21.344018,1.724983,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.2751,no,1.592795,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 12285,Male,17.0,1.7,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 12286,Female,18.837559,1.746529,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.609801,0.792496,Sometimes,Public_Transportation,Obesity_Type_III 12287,Female,26.0,1.603404,104.950776,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 12288,Female,23.0,1.7,93.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,3.0,0.0,Frequently,Automobile,Obesity_Type_I 12289,Male,26.0,1.65,90.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12290,Male,30.304203,1.703688,102.523111,yes,yes,2.927187,3.0,Sometimes,no,1.0,no,0.069802,1.0,no,Public_Transportation,Obesity_Type_II 12291,Female,26.0,1.643421,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 12292,Male,29.389239,1.782722,89.667406,yes,yes,1.592183,3.0,Sometimes,no,2.0,no,0.0,0.568668,Sometimes,Automobile,Overweight_Level_I 12293,Male,26.945139,1.773259,121.284533,yes,yes,2.265973,3.0,Sometimes,no,2.027984,no,0.852446,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12294,Female,26.844812,1.681719,90.0,yes,yes,1.067909,3.0,Sometimes,no,2.616285,no,0.851059,0.0,Sometimes,Automobile,Obesity_Type_I 12295,Male,27.0,1.75,73.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 12296,Male,31.426573,1.683124,91.059595,yes,yes,1.889199,3.220181,Sometimes,no,1.959287,no,0.189957,0.0,Sometimes,Automobile,Overweight_Level_II 12297,Male,36.769646,1.779049,100.624553,yes,yes,2.341999,1.135278,Sometimes,no,2.691322,no,2.00123,0.0,Frequently,Automobile,Obesity_Type_I 12298,Male,55.022494,1.673394,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_I 12299,Female,19.0,1.534385,42.0,no,yes,2.88853,3.0,Frequently,no,1.0,no,1.269169,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12300,Female,18.0,1.62,58.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12301,Male,21.0,1.62,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 12302,Male,33.0,1.7,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_II 12303,Male,21.814653,1.739354,80.0,yes,yes,2.0,1.888067,Sometimes,no,2.639816,no,2.0,0.648522,no,Public_Transportation,Overweight_Level_I 12304,Female,25.951979,1.592379,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.008013,0.619012,Sometimes,Public_Transportation,Obesity_Type_III 12305,Male,26.774115,1.775584,121.204668,yes,yes,2.159033,3.0,Sometimes,no,2.154326,no,1.096818,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12306,Female,21.0,1.7,78.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12307,Male,19.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 12308,Female,39.825592,1.507867,79.849252,yes,yes,2.0,1.099151,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12309,Female,23.0,1.63,48.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12310,Female,22.329041,1.681021,93.614246,yes,yes,1.412566,3.0,Sometimes,no,1.944095,no,0.932792,0.0,no,Public_Transportation,Obesity_Type_I 12311,Male,25.0,1.74,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 12312,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12313,Female,23.0,1.63,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 12314,Female,17.039058,1.580964,58.325122,no,yes,2.451009,3.0,Sometimes,no,2.0,no,0.0,1.555967,no,Automobile,Insufficient_Weight 12315,Female,18.0,1.56,51.5,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12316,Female,26.0,1.621245,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 12317,Female,24.284861,1.770124,114.163921,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.069802,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 12318,Male,22.285024,1.792507,114.133149,yes,yes,1.450218,3.0,Sometimes,no,2.001936,no,1.302507,0.908836,Sometimes,Public_Transportation,Obesity_Type_II 12319,Female,18.0,1.67,60.0,no,yes,2.0,3.0,Always,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12320,Male,25.0,1.67,75.0,no,yes,3.0,4.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 12321,Male,29.883021,1.755902,112.555456,yes,yes,2.723953,3.0,Sometimes,no,2.154949,no,0.891205,0.0,Sometimes,Automobile,Obesity_Type_II 12322,Male,38.112989,1.766946,118.134898,yes,yes,2.129969,3.0,Sometimes,no,2.0,no,0.0,0.311436,Sometimes,Automobile,Obesity_Type_II 12323,Male,24.449655,1.732383,91.059595,yes,yes,2.725282,2.449067,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12324,Male,23.0,1.67,84.0,no,yes,2.0,1.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12325,Male,18.0,1.6,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12326,Female,22.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12327,Male,19.0,1.73,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12328,Male,22.89974,1.773521,116.311962,yes,yes,1.989905,2.646717,Sometimes,no,2.0,no,0.742113,1.801322,Sometimes,Public_Transportation,Obesity_Type_II 12329,Female,18.976968,1.573816,41.890204,no,yes,2.342323,1.0,Sometimes,no,1.0,no,0.0,1.34403,Sometimes,Public_Transportation,Insufficient_Weight 12330,Female,21.0,1.62,58.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12331,Female,16.172992,1.751631,50.0,no,yes,1.0,3.376717,Frequently,no,1.0,no,2.0,1.344072,no,Public_Transportation,Insufficient_Weight 12332,Male,17.210933,1.701397,58.585146,yes,yes,2.869436,4.0,Sometimes,no,2.0,no,2.0,0.20482,Sometimes,Automobile,Insufficient_Weight 12333,Female,37.063599,1.559567,77.13322,yes,yes,2.0,2.948721,Sometimes,no,1.526313,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12334,Female,23.76197,1.69135,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.334264,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 12335,Female,17.0,1.63,59.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Walking,Normal_Weight 12336,Female,24.0,1.7,78.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 12337,Male,20.0,1.78,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 12338,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 12339,Male,19.0,1.75,87.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12340,Male,21.037514,1.625236,70.0,no,yes,2.108711,2.692889,no,no,2.977516,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12341,Female,18.0,1.58,47.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12342,Male,18.0,1.811396,108.934574,yes,yes,2.0,2.987652,Sometimes,no,2.116399,no,1.0,1.74288,no,Public_Transportation,Obesity_Type_I 12343,Male,27.0,1.82,71.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 12344,Male,38.397463,1.694997,103.026858,yes,yes,2.252472,3.0,Sometimes,no,1.0,no,1.596576,0.0,no,Automobile,Obesity_Type_II 12345,Male,18.0,1.84,125.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12346,Female,26.0,1.641098,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 12347,Female,22.882558,1.547066,62.855073,no,no,2.0,1.836226,Frequently,no,1.0,no,0.25289,0.363549,no,Public_Transportation,Overweight_Level_I 12348,Female,25.918524,1.603963,104.592372,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.097114,0.435072,Sometimes,Public_Transportation,Obesity_Type_III 12349,Female,25.991194,1.621233,104.846817,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.019404,0.649221,Sometimes,Public_Transportation,Obesity_Type_III 12350,Female,23.0,1.65,58.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12351,Male,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 12352,Male,18.0,1.782722,108.897324,yes,yes,2.0,3.0,Sometimes,no,1.326165,no,0.00705,1.0,no,Public_Transportation,Obesity_Type_I 12353,Male,19.0,1.7,62.0,yes,no,3.0,4.0,Always,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 12354,Male,22.667596,1.746645,96.875502,yes,yes,2.0,3.0,Sometimes,no,2.714091,no,2.64102,1.224737,no,Public_Transportation,Obesity_Type_I 12355,Male,26.0,1.93,100.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12356,Female,18.0,1.59,50.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12357,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 12358,Male,18.0,1.74,76.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 12359,Female,22.0,1.56,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 12360,Male,30.02019,1.771817,120.009392,yes,yes,2.225149,1.355354,Sometimes,no,2.023328,no,1.097905,1.578517,Sometimes,Automobile,Obesity_Type_II 12361,Female,41.318302,1.567915,77.053948,yes,yes,2.0,3.0,Sometimes,no,1.05668,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12362,Male,20.0,1.72,70.0,no,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 12363,Female,26.0,1.622297,110.818757,yes,yes,3.0,3.0,Sometimes,no,1.251715,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 12364,Male,17.992717,1.836592,97.185474,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.683957,0.009254,Sometimes,Public_Transportation,Overweight_Level_II 12365,Male,20.0,1.75,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 12366,Male,30.958051,1.819535,120.996074,yes,yes,2.927409,3.0,Sometimes,no,1.977801,no,1.866839,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12367,Female,21.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12368,Female,21.0,1.611356,68.85097,yes,yes,1.206276,3.483449,Sometimes,no,2.0,no,0.779686,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12369,Female,22.087056,1.605469,82.0,yes,yes,2.0,3.0,Sometimes,no,2.977516,no,0.902095,0.0,no,Public_Transportation,Obesity_Type_I 12370,Female,25.0,1.6,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12371,Female,26.0,1.644053,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.578038,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 12372,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12373,Female,16.0,1.57,56.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Walking,Normal_Weight 12374,Male,31.484494,1.85478,87.803311,no,yes,2.0,1.0,Sometimes,no,1.636326,no,1.0,1.667745,Sometimes,Automobile,Overweight_Level_I 12375,Male,17.0,1.8,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 12376,Male,21.0,1.79,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12377,Male,21.391371,1.787264,120.423567,yes,yes,2.519592,3.0,Sometimes,no,2.318134,no,1.492328,1.59405,Sometimes,Public_Transportation,Obesity_Type_II 12378,Male,41.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12379,Male,24.449655,1.76569,120.009392,yes,yes,2.252653,3.0,Sometimes,no,2.31083,no,0.788585,0.396352,Sometimes,Public_Transportation,Obesity_Type_II 12380,Male,17.0,1.8,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Walking,Normal_Weight 12381,Male,20.0,1.87,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12382,Female,20.432717,1.736215,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,1.950374,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 12383,Female,21.721507,1.746529,133.567481,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.537639,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 12384,Female,18.335019,1.759091,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.46046,0.754023,Sometimes,Public_Transportation,Obesity_Type_III 12385,Male,22.976188,1.75,95.269089,yes,yes,2.0,3.0,Sometimes,no,1.959287,no,2.20208,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12386,Male,21.0,1.65,68.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12387,Female,26.0,1.616467,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.450069,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 12388,Female,21.0,1.65,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12389,Female,21.28253,1.741193,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.537639,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 12390,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12391,Female,18.0,1.57,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12392,Male,23.884212,1.700038,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.94224,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12393,Male,26.199321,1.75,118.114184,yes,yes,2.9673,3.0,Sometimes,no,2.101841,no,0.955317,0.0,Sometimes,Automobile,Obesity_Type_II 12394,Male,17.451085,1.787379,59.612717,yes,yes,3.0,3.762778,Sometimes,no,2.0,no,1.0,0.900067,Sometimes,Automobile,Insufficient_Weight 12395,Male,21.708354,1.723328,51.154201,yes,yes,2.0,3.36313,Sometimes,no,2.209991,no,2.0,1.26729,no,Public_Transportation,Insufficient_Weight 12396,Male,34.204408,1.769499,84.75383,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,2.784471,0.868788,Sometimes,Automobile,Overweight_Level_II 12397,Female,19.0,1.55,55.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12398,Female,21.0,1.56,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12399,Male,20.0,1.7,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12400,Male,18.0,1.710616,51.132809,yes,yes,1.031149,3.0,Sometimes,no,1.660614,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12401,Female,21.81119,1.747962,147.296186,yes,yes,3.0,3.0,Sometimes,no,1.639807,no,1.999897,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 12402,Female,21.0,1.61,61.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12403,Female,20.0,1.55,58.0,no,no,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12404,Female,21.412434,1.817231,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,0.827506,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 12405,Male,18.0,1.855353,86.098523,yes,yes,2.0,3.0,Sometimes,no,1.964435,no,1.0,0.854536,Sometimes,Public_Transportation,Overweight_Level_I 12406,Female,19.084967,1.68395,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.46525,0.691944,Sometimes,Public_Transportation,Obesity_Type_III 12407,Male,19.0,1.8,79.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 12408,Male,37.642177,1.758959,118.114184,yes,yes,2.736628,3.0,Sometimes,no,1.964435,no,1.098035,0.0,Sometimes,Automobile,Obesity_Type_II 12409,Female,26.0,1.65,65.0,yes,no,3.0,3.0,Frequently,yes,2.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 12410,Female,32.29016,1.640688,46.655622,yes,yes,3.0,3.566082,Frequently,no,2.170225,no,1.078719,0.0,no,Public_Transportation,Insufficient_Weight 12411,Male,24.007488,1.6088,100.618239,yes,yes,2.392665,2.608416,Sometimes,no,1.774778,no,1.541072,0.0,no,Public_Transportation,Obesity_Type_II 12412,Female,20.345161,1.713564,51.293098,yes,yes,2.0,3.0,Frequently,no,1.192927,no,0.769726,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12413,Male,17.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12414,Female,22.978655,1.622787,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12415,Female,16.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12416,Male,25.12791,1.764166,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.500556,no,0.994592,0.682128,Sometimes,Public_Transportation,Obesity_Type_II 12417,Female,25.930376,1.629442,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.01586,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 12418,Male,23.0,1.781251,94.094184,yes,yes,2.0,2.967089,Sometimes,no,2.524432,no,0.577063,0.0,no,Public_Transportation,Obesity_Type_I 12419,Male,29.0,1.65,90.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 12420,Male,21.872484,1.769269,97.350366,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.967919,no,Public_Transportation,Obesity_Type_I 12421,Male,31.783524,1.848294,92.949254,yes,yes,2.0,2.378211,Sometimes,no,1.815293,no,1.066169,0.0,Sometimes,Automobile,Overweight_Level_II 12422,Male,21.106056,1.780846,106.551144,yes,yes,2.0,3.0,Sometimes,no,2.133469,no,0.0,1.865851,Sometimes,Public_Transportation,Obesity_Type_I 12423,Female,26.0,1.632983,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.081156,Sometimes,Public_Transportation,Obesity_Type_III 12424,Female,21.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12425,Male,25.539411,1.77219,115.347176,yes,yes,3.0,3.0,Sometimes,no,2.141271,no,1.32534,0.380695,Sometimes,Public_Transportation,Obesity_Type_II 12426,Female,17.377131,1.751278,56.265959,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.892922,0.453649,no,Automobile,Insufficient_Weight 12427,Female,26.0,1.643332,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_III 12428,Male,24.825398,1.81955,120.860386,yes,yes,3.0,2.604998,Sometimes,no,2.514872,no,1.31257,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12429,Female,22.988004,1.7108,50.079991,no,yes,3.0,3.0,Frequently,no,1.0,no,0.815509,0.868788,no,Public_Transportation,Insufficient_Weight 12430,Female,19.0,1.5,41.0,no,yes,2.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12431,Male,23.0,1.747739,83.014033,yes,yes,2.0,2.372339,Sometimes,no,2.045004,no,2.805801,1.030848,Frequently,Public_Transportation,Overweight_Level_II 12432,Male,26.0,1.8,64.0,yes,no,2.0,3.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12433,Female,21.682367,1.747714,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,1.427413,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 12434,Female,26.0,1.633195,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 12435,Female,18.0,1.65,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 12436,Male,18.0,1.79,108.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 12437,Male,17.0,1.78,53.0,no,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 12438,Male,23.384374,1.607182,82.480214,yes,yes,2.0,1.193589,Sometimes,no,2.192063,no,0.647798,1.544357,Sometimes,Public_Transportation,Obesity_Type_I 12439,Male,22.869778,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.980875,Sometimes,Public_Transportation,Overweight_Level_I 12440,Male,24.622054,1.756509,117.368716,yes,yes,1.451337,3.0,Sometimes,no,2.0,no,1.0,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 12441,Female,23.0,1.600184,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.098043,1.547086,no,Public_Transportation,Obesity_Type_I 12442,Female,21.566815,1.738717,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.940182,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 12443,Female,21.853826,1.755643,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.837368,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 12444,Female,18.0,1.68,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12445,Male,18.0,1.757958,80.0,yes,yes,2.0,3.0,Sometimes,no,2.11267,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 12446,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12447,Female,20.871153,1.747714,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,0.993058,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 12448,Female,18.0,1.56,51.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 12449,Female,26.0,1.641849,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 12450,Female,26.0,1.656504,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 12451,Male,30.79626,1.770663,123.721352,yes,yes,2.922511,3.0,Sometimes,no,2.191401,no,1.860765,0.0,Sometimes,Automobile,Obesity_Type_II 12452,Male,17.080493,1.782756,56.029418,yes,yes,2.0,3.0,Sometimes,no,2.843675,no,2.0,1.241755,Sometimes,Public_Transportation,Insufficient_Weight 12453,Male,25.311534,1.764484,113.451224,yes,yes,1.924632,3.0,Sometimes,no,2.0,no,1.281165,0.169016,Sometimes,Public_Transportation,Obesity_Type_II 12454,Female,21.0,1.61,64.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12455,Male,23.172982,1.700164,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12456,Female,19.0,1.6,45.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 12457,Female,19.0,1.56,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Walking,Insufficient_Weight 12458,Male,24.622054,1.819535,117.384745,yes,yes,2.927187,2.911568,Sometimes,no,2.0,no,1.07672,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 12459,Female,21.0,1.67,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 12460,Female,43.719395,1.691303,83.952968,yes,yes,2.328469,1.114564,Sometimes,no,2.809716,no,2.00123,0.220029,no,Automobile,Obesity_Type_I 12461,Male,25.999174,1.848845,115.127662,yes,yes,3.0,3.0,Sometimes,no,2.003563,no,1.179592,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 12462,Male,21.0,1.65,78.0,yes,no,2.0,1.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 12463,Male,19.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 12464,Female,36.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 12465,Male,17.6739,1.723191,99.982541,yes,yes,2.0,1.735493,Sometimes,no,2.0,no,1.0,0.162494,Sometimes,Public_Transportation,Overweight_Level_II 12466,Male,31.689773,1.849507,120.082941,yes,yes,2.966617,3.0,Sometimes,no,2.003563,no,1.999886,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 12467,Female,19.054938,1.603923,45.0,no,no,3.0,3.691226,Frequently,no,1.448875,yes,1.389327,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12468,Male,17.000752,1.816783,58.443049,yes,yes,2.559571,3.047959,Sometimes,no,2.0,no,2.0,1.444033,Sometimes,Public_Transportation,Insufficient_Weight 12469,Female,38.748307,1.564568,80.0,yes,yes,2.0,1.169173,Sometimes,no,1.962322,no,1.857351,0.0,Sometimes,Automobile,Obesity_Type_I 12470,Male,29.0,1.72,69.0,no,no,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 12471,Female,19.0,1.6,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12472,Male,18.0,1.75376,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.339232,Sometimes,Public_Transportation,Insufficient_Weight 12473,Female,27.0,1.55,62.877347,yes,yes,2.244142,1.704828,Sometimes,no,1.0,no,0.783963,0.395468,no,Public_Transportation,Overweight_Level_II 12474,Female,18.0,1.55,51.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12475,Female,18.0,1.6,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12476,Male,21.20563,1.70653,103.669116,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.793489,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12477,Female,22.654316,1.65,87.083266,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.264257,1.0,no,Public_Transportation,Obesity_Type_I 12478,Male,22.815416,1.829757,121.658729,yes,yes,2.349419,2.601675,Sometimes,no,2.715252,no,0.982134,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12479,Male,19.671876,1.751688,55.695253,yes,yes,2.0,3.494849,Sometimes,no,2.971557,no,2.0,0.133566,Sometimes,Automobile,Overweight_Level_I 12480,Male,28.255199,1.784049,120.009392,yes,yes,2.499108,3.0,Sometimes,no,2.0,no,1.082236,0.471663,Sometimes,Automobile,Obesity_Type_II 12481,Female,28.0,1.68,74.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12482,Female,22.998709,1.704259,51.154201,yes,yes,2.674431,3.0,Frequently,no,2.884033,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 12483,Female,25.955361,1.623514,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,0.085119,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 12484,Male,21.0,1.7,78.0,yes,no,2.0,3.0,Frequently,no,2.0,yes,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 12485,Male,31.56724,1.84998,122.024954,yes,yes,2.493448,2.218285,Sometimes,no,1.645338,no,0.854957,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12486,Female,18.0,1.680764,91.495718,yes,yes,1.021136,3.0,Sometimes,no,1.005367,no,0.503105,0.325445,Sometimes,Public_Transportation,Obesity_Type_I 12487,Female,21.0,1.6,66.738769,yes,yes,2.206399,3.0,Sometimes,no,2.0,no,0.0,0.947192,Sometimes,Public_Transportation,Overweight_Level_I 12488,Female,26.0,1.643332,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 12489,Male,18.741188,1.814696,60.267427,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.378683,1.08266,Sometimes,Automobile,Insufficient_Weight 12490,Female,26.0,1.643332,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 12491,Male,24.006271,1.703317,83.016968,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,0.0,0.890213,no,Public_Transportation,Overweight_Level_II 12492,Female,18.741188,1.562434,71.788181,yes,yes,1.517912,3.0,Sometimes,no,2.0,no,1.528968,0.740331,Sometimes,Public_Transportation,Overweight_Level_I 12493,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12494,Male,21.037514,1.657221,80.993213,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.462269,1.0,no,Public_Transportation,Overweight_Level_II 12495,Female,26.0,1.640741,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 12496,Male,18.0,1.7,78.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 12497,Female,26.0,1.622297,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 12498,Male,26.740655,1.819535,120.202596,yes,yes,2.9673,3.0,Sometimes,no,2.868679,no,1.48809,0.920162,Sometimes,Public_Transportation,Obesity_Type_II 12499,Male,23.0,1.77,83.0,no,yes,2.0,3.0,Frequently,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12500,Female,19.993154,1.550648,42.0,no,yes,3.0,2.752318,Frequently,no,1.963628,yes,0.189957,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12501,Female,21.0,1.647971,68.818893,yes,yes,1.826885,3.0,Sometimes,no,2.943097,no,0.997202,0.290898,Sometimes,Public_Transportation,Overweight_Level_I 12502,Female,18.0,1.59,50.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12503,Female,34.288249,1.721348,80.420434,yes,yes,2.0,2.983201,Sometimes,no,3.0,no,0.836554,0.004813,no,Automobile,Overweight_Level_II 12504,Female,20.796266,1.675562,121.310257,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,1.528968,0.652485,Sometimes,Public_Transportation,Obesity_Type_III 12505,Male,20.0,1.65,80.0,no,yes,2.0,3.0,no,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12506,Male,25.100513,1.762921,114.097656,yes,yes,1.851262,3.0,Sometimes,no,2.022355,no,1.113169,0.101598,Sometimes,Public_Transportation,Obesity_Type_II 12507,Female,22.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 12508,Female,25.447208,1.628855,109.900472,yes,yes,3.0,3.0,Sometimes,no,1.530992,no,0.15136,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 12509,Male,30.242597,1.764484,118.363376,yes,yes,2.964319,2.993623,Sometimes,no,1.824561,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12510,Female,29.713169,1.588147,73.939268,yes,yes,2.0,3.362758,Sometimes,no,2.0,no,2.892922,0.0,Sometimes,Automobile,Overweight_Level_I 12511,Male,21.813083,1.718939,75.0,yes,yes,2.0,3.0,Sometimes,no,2.406541,no,1.0,0.930836,Sometimes,Public_Transportation,Overweight_Level_I 12512,Male,18.178023,1.791174,108.204547,yes,yes,2.0,1.867836,Sometimes,no,2.793505,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 12513,Female,21.0,1.6,50.0,yes,yes,3.0,4.0,Frequently,no,1.0,no,0.0,0.0,no,Automobile,Normal_Weight 12514,Male,26.699317,1.869098,120.794535,yes,yes,2.591439,3.0,Sometimes,no,2.868679,no,1.859667,0.868788,Sometimes,Public_Transportation,Obesity_Type_II 12515,Female,26.0,1.614484,105.131956,yes,yes,3.0,3.0,Sometimes,no,2.639807,no,1.999836,0.513427,Sometimes,Public_Transportation,Obesity_Type_III 12516,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12517,Female,25.955361,1.626449,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.796956,no,0.07089,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 12518,Female,20.0,1.63,56.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12519,Male,19.0,1.72,53.0,no,no,2.0,4.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 12520,Female,19.0,1.64,49.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12521,Male,37.524551,1.757442,118.560509,yes,yes,2.031185,3.0,Sometimes,no,1.726109,no,0.926201,0.0,Sometimes,Automobile,Obesity_Type_II 12522,Female,17.767432,1.7,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12523,Male,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12524,Female,20.520992,1.763987,124.95278,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.82666,0.673835,Sometimes,Public_Transportation,Obesity_Type_III 12525,Female,25.929746,1.812963,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,1.645532,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 12526,Male,18.0,1.79,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12527,Male,31.689773,1.664752,111.914361,yes,yes,2.002784,3.0,Sometimes,no,2.763005,no,0.0,0.511694,Sometimes,Automobile,Obesity_Type_II 12528,Male,18.0,1.87,67.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Normal_Weight 12529,Male,22.0,1.7,75.0,no,yes,3.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12530,Female,22.336216,1.605495,82.0,yes,yes,2.959658,1.0,Sometimes,no,1.972074,no,0.926201,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12531,Male,22.052152,1.793451,105.966894,yes,yes,2.0,3.0,Sometimes,no,2.77962,no,0.843709,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12532,Female,19.524698,1.689141,49.932199,no,no,3.0,3.642802,Sometimes,no,1.618189,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12533,Female,27.0,1.5,63.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 12534,Female,19.506389,1.717601,50.0,no,yes,1.947495,3.394788,Sometimes,no,1.639807,no,0.783676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12535,Female,41.0,1.65,73.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 12536,Male,25.472995,1.763215,115.10813,yes,yes,2.21965,3.0,Sometimes,no,2.165408,no,1.315045,1.875683,Sometimes,Public_Transportation,Obesity_Type_II 12537,Male,20.975973,1.842906,105.000276,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.345684,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12538,Male,24.511445,1.754997,120.021161,yes,yes,2.880792,3.0,Sometimes,no,2.0,no,1.144076,1.094941,Sometimes,Public_Transportation,Obesity_Type_II 12539,Female,26.0,1.642572,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 12540,Male,23.018443,1.751029,95.324282,yes,yes,2.0,3.0,no,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 12541,Male,26.0,1.836669,87.0,no,yes,2.0,3.0,Sometimes,no,2.967064,no,1.0,0.9974,Sometimes,Public_Transportation,Overweight_Level_I 12542,Female,26.0,1.639251,111.95611,yes,yes,3.0,3.0,Sometimes,no,1.328835,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 12543,Female,23.0,1.593847,44.050251,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 12544,Male,16.30687,1.712556,50.0,no,yes,2.459976,3.489918,Sometimes,no,1.744628,no,0.985287,0.920858,Sometimes,Public_Transportation,Insufficient_Weight 12545,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12546,Male,21.0,1.71,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12547,Female,25.696736,1.677672,112.226032,yes,yes,3.0,3.0,Sometimes,no,2.326635,no,0.427905,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 12548,Male,19.0,1.72,80.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 12549,Female,21.0,1.65,63.0,yes,no,3.0,1.0,Always,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 12550,Male,19.0,1.82,99.530971,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 12551,Female,24.063874,1.745602,114.479459,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.544564,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 12552,Female,23.0,1.65,59.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Walking,Normal_Weight 12553,Female,18.0,1.636592,68.803694,yes,yes,2.052152,3.0,Sometimes,no,1.0,no,0.228753,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12554,Female,23.0,1.659877,81.281578,yes,yes,2.0,2.372339,Sometimes,no,1.290979,no,0.788585,0.0,no,Public_Transportation,Overweight_Level_II 12555,Male,21.997683,1.788459,80.0,yes,yes,2.0,1.835543,Sometimes,no,2.0,no,1.48809,1.344072,Sometimes,Public_Transportation,Overweight_Level_II 12556,Female,18.0,1.710129,50.079991,yes,yes,2.870895,3.0,Frequently,no,1.0,no,1.066101,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12557,Male,31.0,1.75,72.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 12558,Male,21.18354,1.72,80.555875,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12559,Male,22.909992,1.909105,122.119682,yes,yes,3.0,2.9948,Sometimes,no,1.604075,no,1.360635,0.023959,Sometimes,Public_Transportation,Obesity_Type_II 12560,Male,18.729566,1.734832,80.0,yes,yes,2.0,2.965494,Sometimes,no,1.362583,no,1.0,1.554404,no,Public_Transportation,Overweight_Level_II 12561,Female,18.0,1.64,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 12562,Male,31.335093,1.773766,90.0,yes,yes,2.067817,3.691226,Sometimes,no,2.358172,no,1.482411,0.890626,Sometimes,Automobile,Overweight_Level_II 12563,Male,22.0,1.6,55.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12564,Male,21.011124,1.717775,98.44113,yes,yes,2.0,2.983297,Sometimes,no,2.0,no,0.0,1.914531,no,Public_Transportation,Obesity_Type_I 12565,Female,26.0,1.622397,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 12566,Male,24.920362,1.835271,120.988454,yes,yes,2.927187,3.0,Sometimes,no,2.715572,no,1.917014,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 12567,Male,30.717727,1.75015,112.277567,yes,yes,1.947495,3.0,Sometimes,no,2.092326,no,0.256323,0.0,Sometimes,Automobile,Obesity_Type_II 12568,Female,24.186273,1.532643,65.220249,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.189831,0.160138,no,Public_Transportation,Overweight_Level_II 12569,Female,18.086772,1.65,50.0,yes,yes,1.052699,3.654061,Sometimes,no,1.0,no,0.79677,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12570,Female,18.88061,1.622787,82.011962,yes,yes,2.0,1.009426,Sometimes,no,2.184707,no,0.0,1.358812,no,Public_Transportation,Obesity_Type_I 12571,Female,34.576714,1.672959,77.205685,yes,yes,2.0,2.041558,Sometimes,no,1.708083,no,0.874643,0.0,no,Public_Transportation,Overweight_Level_II 12572,Female,25.992348,1.611452,102.686908,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.008127,1.0,Sometimes,Public_Transportation,Obesity_Type_III 12573,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 12574,Female,26.0,1.622418,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.120165,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 12575,Female,19.865895,1.66,49.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12576,Female,18.0,1.7,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 12577,Female,26.0,1.641132,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 12578,Male,18.0,1.708428,80.0,yes,yes,2.0,1.468948,Sometimes,no,2.839558,no,1.0,1.990617,Sometimes,Public_Transportation,Overweight_Level_I 12579,Female,19.084317,1.583943,44.376637,no,no,3.0,2.404788,Frequently,no,1.025275,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12580,Female,26.0,1.62414,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 12581,Male,23.728707,1.714508,85.720788,yes,yes,2.793561,3.612941,Sometimes,no,2.0,no,2.094479,0.393358,no,Public_Transportation,Overweight_Level_II 12582,Female,21.81119,1.603501,66.401407,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.115974,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12583,Male,25.526746,1.828391,117.29188,yes,yes,2.009952,2.993634,Sometimes,no,2.357978,no,1.859667,0.36216,Sometimes,Public_Transportation,Obesity_Type_II 12584,Female,18.0,1.55,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 12585,Male,20.880161,1.777929,104.772164,yes,yes,2.0,3.0,Sometimes,no,2.154949,no,0.220825,1.672532,Sometimes,Public_Transportation,Obesity_Type_I 12586,Male,17.06713,1.762921,58.83071,yes,yes,2.450784,3.712183,Sometimes,no,2.0,no,2.0,0.61599,Sometimes,Automobile,Insufficient_Weight 12587,Female,37.597953,1.498561,80.0,yes,yes,2.964319,1.296156,Sometimes,no,1.941224,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12588,Female,18.0,1.65,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12589,Male,31.965402,1.756338,120.980508,yes,yes,2.133964,3.0,Sometimes,no,2.926995,no,1.586525,0.0,Sometimes,Automobile,Obesity_Type_II 12590,Female,19.0,1.59,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 12591,Female,18.0,1.710129,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.520407,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12592,Female,24.622054,1.694633,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.001272,0.00133,Sometimes,Public_Transportation,Obesity_Type_III 12593,Female,25.994746,1.65782,104.270062,yes,yes,3.0,3.0,Sometimes,no,1.910378,no,0.01586,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 12594,Female,20.0,1.62,105.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 12595,Male,33.0,1.835678,97.813023,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.928972,Sometimes,Public_Transportation,Overweight_Level_II 12596,Male,26.0,1.763101,113.451224,yes,yes,2.323351,3.0,Sometimes,no,2.154949,no,0.0,0.276319,Sometimes,Public_Transportation,Obesity_Type_II 12597,Male,40.50021,1.782756,98.699971,yes,yes,2.0,1.974233,Sometimes,no,2.430918,no,1.624981,0.0,Frequently,Automobile,Obesity_Type_I 12598,Female,23.0,1.642392,93.614246,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 12599,Female,20.0,1.5,60.0,yes,no,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12600,Male,22.740275,1.715118,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.892922,1.502839,Sometimes,Public_Transportation,Overweight_Level_II 12601,Female,19.665881,1.676346,49.105025,no,no,1.961347,3.715118,Sometimes,no,1.967089,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12602,Male,26.199321,1.789992,120.151967,yes,yes,2.96405,3.0,Sometimes,no,2.318134,no,1.645654,0.0026,Sometimes,Automobile,Obesity_Type_II 12603,Female,18.0,1.622241,68.250249,yes,yes,2.0,1.010319,Sometimes,no,2.197732,no,0.0,1.626456,no,Public_Transportation,Overweight_Level_I 12604,Female,25.988668,1.608283,102.305767,yes,yes,3.0,3.0,Sometimes,no,1.02161,no,0.0,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 12605,Male,21.0,1.694423,75.0,yes,yes,2.0,3.0,Sometimes,no,1.372811,no,0.260079,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12606,Female,20.720639,1.809101,151.278532,yes,yes,3.0,3.0,Sometimes,no,2.316069,no,1.746583,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 12607,Male,21.0,1.606474,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.127775,no,Public_Transportation,Overweight_Level_I 12608,Female,34.243146,1.556028,77.647716,yes,yes,2.02091,1.0,Sometimes,no,1.440629,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12609,Female,19.724106,1.66084,49.932199,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12610,Male,34.139453,1.783609,120.805715,yes,yes,2.57691,3.0,Sometimes,no,2.147746,no,0.891444,0.276364,Sometimes,Automobile,Obesity_Type_II 12611,Male,25.151286,1.773656,114.133149,yes,yes,1.617093,3.0,Sometimes,no,2.081719,no,1.360635,0.723154,Sometimes,Public_Transportation,Obesity_Type_II 12612,Male,18.166318,1.716545,50.0,yes,yes,2.0,3.0,Sometimes,no,1.01378,no,0.345684,2.0,Sometimes,Public_Transportation,Insufficient_Weight 12613,Female,34.139453,1.709484,75.057177,yes,yes,2.0,3.0,Sometimes,no,1.973004,no,0.390877,1.0,Sometimes,Automobile,Overweight_Level_I 12614,Male,21.501721,1.791047,105.448264,yes,yes,2.0,3.0,Sometimes,no,2.331123,no,0.062932,1.58483,Sometimes,Public_Transportation,Obesity_Type_I 12615,Female,22.851773,1.709731,82.954796,yes,yes,2.0,2.918124,Sometimes,no,2.768325,no,2.834373,0.0,no,Public_Transportation,Obesity_Type_I 12616,Male,20.976842,1.792998,105.800158,yes,yes,2.0,3.0,Sometimes,no,2.406541,no,0.0,1.441605,Sometimes,Public_Transportation,Obesity_Type_I 12617,Female,23.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 12618,Male,21.287999,1.752265,118.183797,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.944675,Sometimes,Public_Transportation,Obesity_Type_II 12619,Female,25.95383,1.635062,110.930509,yes,yes,3.0,3.0,Sometimes,no,1.18423,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 12620,Female,30.595632,1.567756,80.011983,yes,yes,2.0,1.134321,Sometimes,no,1.302594,no,1.305632,0.0,no,Automobile,Obesity_Type_I 12621,Male,19.0,1.78,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12622,Male,19.0,1.75,96.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 12623,Male,21.0,1.68,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12624,Male,20.492077,1.723072,80.0,yes,yes,2.0,2.809716,Sometimes,no,2.0,no,1.94984,0.0,no,Public_Transportation,Overweight_Level_II 12625,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12626,Female,26.0,1.640741,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.663492,Sometimes,Public_Transportation,Obesity_Type_III 12627,Male,18.038422,1.799742,52.058335,yes,yes,2.824559,3.0,Sometimes,no,2.0,no,0.794402,1.890214,Sometimes,Public_Transportation,Insufficient_Weight 12628,Female,23.0,1.5,58.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12629,Female,19.504696,1.559567,42.367615,no,yes,3.0,1.0,Frequently,no,1.319437,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12630,Female,21.0,1.65,88.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12631,Male,29.0,1.82,89.0,yes,no,2.0,3.0,Always,no,1.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_I 12632,Male,24.0,1.73,100.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Obesity_Type_I 12633,Female,18.469086,1.746411,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.360635,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 12634,Female,21.746113,1.70002,78.0,yes,yes,2.0,2.434347,Sometimes,no,1.879381,no,0.0,1.944177,Frequently,Public_Transportation,Overweight_Level_II 12635,Male,26.680376,1.86741,119.841446,yes,yes,2.031246,3.0,Sometimes,no,2.730663,no,0.689371,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12636,Male,19.0,1.66,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 12637,Female,20.0,1.54,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12638,Female,38.0,1.65,85.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 12639,Male,26.490926,1.819535,122.024954,yes,yes,3.0,3.0,Sometimes,no,2.180566,no,1.077469,1.0,Sometimes,Public_Transportation,Obesity_Type_II 12640,Male,23.0,1.693628,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.503707,Sometimes,Public_Transportation,Overweight_Level_I 12641,Female,26.0,1.626179,110.863186,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.0,0.939819,Sometimes,Public_Transportation,Obesity_Type_III 12642,Male,30.0,1.75,112.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 12643,Male,20.0,1.7,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 12644,Female,26.0,1.722785,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 12645,Male,55.493687,1.681021,80.469928,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.784216,0.0,no,Automobile,Overweight_Level_II 12646,Male,25.140074,1.829529,120.996074,yes,yes,2.14961,3.0,Sometimes,no,3.0,no,1.467863,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12647,Female,33.0,1.68,77.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_II 12648,Male,23.0,1.78,80.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 12649,Female,19.0,1.6,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12650,Male,28.255199,1.707968,103.026858,yes,yes,2.992205,2.99321,Sometimes,no,1.610768,no,0.87967,0.0,no,Public_Transportation,Obesity_Type_II 12651,Female,23.421726,1.771043,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.085119,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 12652,Female,20.0,1.7,65.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12653,Female,23.0,1.65,85.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 12654,Male,18.0,1.85,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12655,Female,26.0,1.633195,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 12656,Male,30.717727,1.828276,120.975489,yes,yes,2.490507,3.0,Sometimes,no,2.526775,no,1.425712,0.0,Sometimes,Automobile,Obesity_Type_II 12657,Female,21.131526,1.780731,135.346677,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.718543,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 12658,Female,21.0,1.66,60.0,yes,yes,3.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12659,Female,25.951979,1.653876,104.821175,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.204108,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 12660,Male,30.520854,1.783906,118.424156,yes,yes,2.317734,3.0,Sometimes,no,2.165605,no,0.544564,0.732265,Sometimes,Automobile,Obesity_Type_I 12661,Male,18.0,1.767058,50.869704,no,yes,1.202075,3.0,Sometimes,no,2.0,no,0.794402,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12662,Male,20.0,1.74,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 12663,Male,17.08525,1.817641,58.834472,yes,yes,2.869833,4.0,Sometimes,no,2.0,no,2.0,0.426465,no,Automobile,Insufficient_Weight 12664,Male,24.145295,1.82559,120.860386,yes,no,2.002784,3.0,Sometimes,no,1.604075,no,1.333435,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 12665,Female,25.895546,1.681021,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.5197,no,0.788585,0.58345,Sometimes,Public_Transportation,Obesity_Type_III 12666,Female,24.0,1.57,57.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12667,Female,18.0,1.56,51.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12668,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12669,Male,21.210732,1.751278,87.344156,yes,yes,2.336044,1.101404,Sometimes,no,2.64548,no,2.0,0.08922,Sometimes,Public_Transportation,Overweight_Level_I 12670,Female,17.6739,1.603963,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.281734,1.547086,Sometimes,Public_Transportation,Overweight_Level_I 12671,Female,22.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12672,Female,19.0,1.752206,49.713944,no,yes,1.443674,3.0,Frequently,no,2.0,no,1.94908,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12673,Male,30.610436,1.815409,120.399758,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,1.045107,0.541309,Sometimes,Automobile,Obesity_Type_II 12674,Female,20.156664,1.730379,132.054793,yes,yes,3.0,3.0,Sometimes,no,1.372811,no,1.92628,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 12675,Male,19.0,1.8,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Walking,Overweight_Level_I 12676,Female,19.755797,1.753321,79.863546,yes,yes,2.0,3.092116,Sometimes,no,1.827351,no,0.885633,0.853891,Sometimes,Public_Transportation,Overweight_Level_I 12677,Male,31.0,1.62,69.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 12678,Male,21.086512,1.718534,80.749657,yes,yes,2.0,3.169089,Sometimes,no,1.279756,no,2.0,1.73216,Sometimes,Public_Transportation,Overweight_Level_II 12679,Female,18.423482,1.748524,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.508897,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 12680,Female,16.0,1.6,57.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 12681,Female,21.0,1.735659,80.0,yes,yes,2.0,2.9774,Sometimes,no,2.0,no,2.685087,1.220029,Sometimes,Public_Transportation,Overweight_Level_II 12682,Female,26.0,1.611462,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 12683,Male,18.0,1.75,104.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 12684,Male,26.490926,1.786532,120.998266,yes,yes,2.642744,3.0,Sometimes,no,2.626309,no,1.685369,1.252677,Sometimes,Public_Transportation,Obesity_Type_II 12685,Female,26.0,1.62495,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 12686,Female,21.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12687,Female,18.0,1.7,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Normal_Weight 12688,Female,22.867719,1.710129,50.079991,yes,yes,1.617093,3.376717,Sometimes,no,1.0,no,2.0,0.953841,no,Public_Transportation,Insufficient_Weight 12689,Female,25.920738,1.507106,64.814109,yes,no,2.945967,3.986652,Sometimes,no,2.0,no,0.934286,0.890626,no,Public_Transportation,Overweight_Level_II 12690,Male,27.186873,1.719153,102.523111,yes,yes,2.877743,2.129909,Sometimes,no,1.0,no,0.782416,1.0,no,Public_Transportation,Obesity_Type_II 12691,Male,18.0,1.751631,55.967655,yes,yes,2.746408,3.0,Sometimes,no,2.0,no,1.944728,1.612432,no,Public_Transportation,Insufficient_Weight 12692,Female,19.0,1.6,45.0,no,no,3.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 12693,Male,18.0,1.72,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12694,Male,19.0,1.76,85.5,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 12695,Male,25.540865,1.787195,115.45845,yes,yes,2.203962,3.0,Sometimes,no,2.15687,no,1.284798,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 12696,Male,22.980221,1.790172,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.035954,no,0.008013,0.503896,Sometimes,Public_Transportation,Obesity_Type_I 12697,Female,26.0,1.643332,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.668261,no,0.0,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 12698,Male,22.976188,1.849003,121.236915,yes,yes,2.397284,2.89292,Sometimes,no,2.549617,no,1.856119,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 12699,Female,25.908829,1.607939,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.04525,1.0,Sometimes,Public_Transportation,Obesity_Type_III 12700,Female,21.0,1.65,80.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12701,Female,37.0,1.532643,78.300084,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 12702,Male,26.050109,1.86741,120.009392,yes,yes,2.007845,3.0,Sometimes,no,2.357969,no,1.082236,1.090995,Sometimes,Public_Transportation,Obesity_Type_II 12703,Female,19.058511,1.64187,49.838965,no,yes,1.081585,3.0,Frequently,no,1.049134,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12704,Male,19.637947,1.754711,86.963628,yes,yes,2.34222,3.105007,Sometimes,no,2.429911,no,1.955992,0.394533,Sometimes,Public_Transportation,Overweight_Level_I 12705,Female,26.0,1.534223,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.228598,Sometimes,Public_Transportation,Obesity_Type_III 12706,Female,21.0,1.59,44.0,yes,no,2.0,3.0,no,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12707,Male,23.881938,1.755978,121.065052,yes,yes,2.723953,2.9774,Sometimes,no,2.902682,no,1.096556,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12708,Male,19.0,1.72,82.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12709,Male,23.455324,1.7,80.273807,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.8324,Sometimes,Public_Transportation,Overweight_Level_II 12710,Female,19.0,1.58,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12711,Female,21.0,1.61,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12712,Male,32.787101,1.703317,102.40682,yes,yes,2.0,1.355354,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 12713,Male,18.0,1.7921,108.742005,yes,yes,2.0,2.164839,Sometimes,no,2.450069,no,1.0,1.47574,no,Public_Transportation,Obesity_Type_I 12714,Female,22.591439,1.65,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.451078,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12715,Male,24.444846,1.747739,84.653029,yes,yes,2.0,2.658837,Sometimes,no,2.0,no,0.0,0.839862,Sometimes,Public_Transportation,Overweight_Level_II 12716,Male,22.0,1.72,95.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 12717,Male,17.671064,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.803311,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12718,Female,21.001969,1.748524,130.986338,yes,yes,3.0,3.0,Sometimes,no,2.749405,no,1.999631,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 12719,Male,21.0,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,2.406541,no,0.793489,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12720,Female,21.682636,1.730113,78.073528,yes,yes,2.696381,1.0,Sometimes,no,1.873004,no,0.0,0.931721,Sometimes,Public_Transportation,Overweight_Level_I 12721,Male,25.879411,1.765464,114.144378,yes,yes,1.457758,3.0,Sometimes,no,2.109697,no,1.304291,0.076693,Sometimes,Public_Transportation,Obesity_Type_II 12722,Female,20.0,1.52,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 12723,Male,21.948577,1.792998,105.000706,yes,yes,2.0,2.743277,Sometimes,no,2.432967,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12724,Female,19.673262,1.743589,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.895614,no,1.427037,0.742423,Sometimes,Public_Transportation,Obesity_Type_III 12725,Female,20.013906,1.614484,104.97003,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.993058,0.567101,Sometimes,Public_Transportation,Obesity_Type_III 12726,Male,17.065445,1.817641,58.585146,yes,yes,2.459976,4.0,Sometimes,no,1.656082,no,2.0,1.972926,no,Automobile,Insufficient_Weight 12727,Female,26.0,1.603501,110.807284,yes,yes,3.0,3.0,Sometimes,no,2.613504,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 12728,Female,21.282238,1.748951,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.879402,no,1.504003,0.646288,Sometimes,Public_Transportation,Obesity_Type_III 12729,Male,21.962426,1.709561,98.490766,yes,yes,2.0,2.597608,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 12730,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 12731,Male,21.0285,1.773664,80.0,yes,yes,2.0,1.555557,Sometimes,no,2.0,no,2.052896,0.751212,Sometimes,Public_Transportation,Overweight_Level_I 12732,Female,26.0,1.632377,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 12733,Female,28.0,1.7,73.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 12734,Female,22.976188,1.607939,82.528575,yes,yes,2.0,3.0,Sometimes,no,1.000695,no,0.043412,1.77795,Sometimes,Public_Transportation,Obesity_Type_I 12735,Male,18.006742,1.763465,51.073918,yes,yes,2.85916,3.0,Sometimes,no,1.003636,no,0.680464,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12736,Male,22.051982,1.704877,81.022119,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 12737,Female,18.112503,1.754174,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.083939,no,1.99507,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 12738,Male,22.771001,1.750097,54.927529,yes,yes,2.0,3.755976,Frequently,no,2.0,no,1.729987,2.0,no,Public_Transportation,Insufficient_Weight 12739,Female,26.0,1.626503,110.818757,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,0.0,0.264969,Sometimes,Public_Transportation,Obesity_Type_III 12740,Male,23.0,1.8,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12741,Female,22.0,1.61,62.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12742,Female,25.951737,1.638218,105.496975,yes,yes,3.0,3.0,Sometimes,no,1.759803,no,0.035928,0.413752,Sometimes,Public_Transportation,Obesity_Type_III 12743,Male,19.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12744,Male,21.0,1.9,90.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12745,Male,21.0,1.79,70.0,no,no,1.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12746,Female,38.112989,1.558045,80.0,yes,yes,2.180047,1.0,Sometimes,no,2.0,no,1.648883,0.0,Sometimes,Automobile,Obesity_Type_I 12747,Female,18.378203,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.444382,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 12748,Male,23.0,1.7,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12749,Female,25.959772,1.627567,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.098043,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 12750,Male,18.0,1.768493,55.523481,yes,yes,2.0,4.0,Sometimes,no,2.192063,no,2.0,1.547086,Sometimes,Automobile,Insufficient_Weight 12751,Female,21.0,1.65,80.0,yes,no,2.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 12752,Male,31.793937,1.829907,122.137917,yes,yes,2.9673,2.271734,Sometimes,no,1.546856,no,0.955317,1.339232,Sometimes,Public_Transportation,Obesity_Type_II 12753,Female,18.744914,1.801983,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,1.168368,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 12754,Female,22.0,1.57,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12755,Male,22.936098,1.703317,89.558854,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.793489,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12756,Male,21.0,1.712061,75.0,no,yes,2.0,3.0,Sometimes,no,1.333707,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12757,Female,19.0,1.56,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12758,Female,21.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 12759,Female,25.919571,1.611462,102.921218,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 12760,Female,21.67447,1.627818,68.803694,yes,yes,2.078082,1.477581,Sometimes,no,2.568157,no,1.649299,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12761,Male,31.457413,1.705617,83.016968,yes,yes,2.0,1.068196,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 12762,Female,20.254534,1.56948,41.96525,no,yes,2.594653,1.0,Frequently,no,1.0,no,0.0,0.138418,Sometimes,Public_Transportation,Insufficient_Weight 12763,Female,16.928791,1.598393,43.365005,no,yes,2.929889,3.0,Sometimes,no,2.911187,no,2.0,0.925504,Sometimes,Public_Transportation,Insufficient_Weight 12764,Male,26.650419,1.751691,117.708705,yes,yes,1.760038,3.0,Sometimes,no,1.972016,no,0.455422,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 12765,Female,32.0,1.5,57.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 12766,Female,25.0,1.72,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12767,Female,25.96701,1.63073,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 12768,Female,25.982261,1.614484,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.155384,no,0.01682,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 12769,Female,23.0,1.605469,45.0,no,no,3.0,3.0,Frequently,no,2.495851,yes,1.308852,0.770724,Sometimes,Public_Transportation,Insufficient_Weight 12770,Male,26.650419,1.819535,118.277657,yes,yes,1.994679,3.0,Sometimes,no,2.0,no,0.926201,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 12771,Female,25.748627,1.7,78.008388,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.897702,0.839659,Frequently,Public_Transportation,Overweight_Level_II 12772,Male,23.0,1.7,80.993213,yes,yes,2.071622,3.0,Sometimes,no,2.0,no,0.998039,1.0,no,Public_Transportation,Overweight_Level_II 12773,Male,27.0,1.83,122.0,yes,no,1.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12774,Female,20.677105,1.816547,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.922014,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 12775,Female,19.241058,1.610867,82.0,yes,yes,1.0816,3.0,Sometimes,no,1.816015,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12776,Male,25.962949,1.783609,120.921535,yes,yes,2.151335,3.0,Sometimes,no,2.31083,no,1.685369,0.586035,Sometimes,Public_Transportation,Obesity_Type_II 12777,Female,35.389491,1.67805,73.810728,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.974656,0.0,no,Automobile,Overweight_Level_I 12778,Female,20.0,1.56,55.0,no,no,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12779,Female,26.0,1.624831,111.989902,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 12780,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 12781,Female,21.521294,1.719913,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,1.432443,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 12782,Male,23.0,1.818226,106.421042,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.999836,1.0,Sometimes,Public_Transportation,Obesity_Type_I 12783,Female,24.0,1.66,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Normal_Weight 12784,Male,21.0,1.62,68.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12785,Male,18.0,1.8,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12786,Female,18.378203,1.801746,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.48809,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 12787,Female,21.798856,1.672007,49.980968,yes,yes,2.979383,3.0,Frequently,no,1.798917,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12788,Male,21.084625,1.697228,99.860254,yes,yes,2.0,1.250548,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 12789,Male,23.975685,1.86741,121.864326,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12790,Female,23.365041,1.746411,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.46046,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 12791,Male,21.214617,1.837117,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.299878,no,0.732186,0.966181,Sometimes,Public_Transportation,Obesity_Type_I 12792,Male,30.315784,1.766547,120.151967,yes,yes,2.002784,3.0,Sometimes,no,2.01499,no,0.503122,1.198439,Sometimes,Automobile,Obesity_Type_II 12793,Male,24.001685,1.751046,117.398976,yes,yes,1.687569,3.0,Sometimes,no,2.0,no,1.076729,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 12794,Female,17.0,1.6,53.0,no,no,2.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,no,Public_Transportation,Normal_Weight 12795,Female,25.976209,1.624099,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 12796,Female,18.0,1.64,82.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 12797,Male,42.586285,1.754711,81.918809,yes,yes,2.159033,2.122545,Sometimes,no,1.490613,no,0.994592,0.0,Sometimes,Automobile,Obesity_Type_II 12798,Male,39.881316,1.767186,119.029103,yes,yes,2.971588,3.0,Sometimes,no,2.738485,no,0.668963,0.0,Sometimes,Automobile,Obesity_Type_II 12799,Female,26.0,1.643786,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.549617,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 12800,Female,21.962426,1.716521,51.457226,yes,yes,3.0,3.0,Frequently,no,1.299194,no,1.350001,0.879925,Sometimes,Public_Transportation,Insufficient_Weight 12801,Male,22.906342,1.774983,121.82962,yes,yes,2.814517,2.677693,Sometimes,no,1.827515,no,0.350717,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12802,Female,21.568951,1.533364,67.183128,no,yes,2.0,3.0,no,no,2.0,no,1.510398,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12803,Male,21.0,1.698829,98.572753,yes,yes,2.0,2.392811,Sometimes,no,2.0,no,0.0,1.80931,Sometimes,Public_Transportation,Obesity_Type_I 12804,Female,21.0,1.62,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12805,Male,21.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12806,Female,19.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 12807,Male,34.647036,1.7,84.729197,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.886817,0.0,no,Automobile,Overweight_Level_II 12808,Female,20.0,1.66,64.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12809,Male,20.0,1.8,85.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12810,Male,30.0,1.72,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12811,Female,26.0,1.626483,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 12812,Female,19.0,1.77,56.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12813,Male,28.255199,1.789421,120.805715,yes,yes,2.262292,3.0,Sometimes,no,2.145368,no,0.982134,1.339232,Sometimes,Automobile,Obesity_Type_II 12814,Male,17.764764,1.840138,60.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.60473,no,Automobile,Insufficient_Weight 12815,Female,18.771001,1.748106,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.577824,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 12816,Female,17.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Walking,Insufficient_Weight 12817,Female,20.993067,1.807576,152.567671,yes,yes,3.0,3.0,Sometimes,no,2.164718,no,1.996487,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 12818,Male,21.0,1.757958,75.0,yes,yes,2.0,3.0,Sometimes,no,2.771469,no,1.847802,0.828549,Sometimes,Public_Transportation,Overweight_Level_I 12819,Male,33.0,1.83,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12820,Male,28.404332,1.773259,112.173731,yes,yes,1.947495,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 12821,Male,21.0,1.75,52.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 12822,Male,19.795269,1.868931,85.271889,yes,yes,2.984425,3.995147,Sometimes,no,2.825629,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 12823,Male,19.21164,1.856406,87.668828,yes,yes,2.332074,3.714833,Sometimes,no,2.429059,no,2.0,0.908836,Sometimes,Automobile,Overweight_Level_I 12824,Male,17.099015,1.7,50.0,no,yes,1.116068,3.0,Sometimes,no,1.0,no,1.352973,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12825,Female,21.001969,1.682253,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.999631,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 12826,Female,26.0,1.610225,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 12827,Male,27.439056,1.780089,113.15464,yes,yes,2.549782,3.0,Sometimes,no,2.024035,no,0.742113,1.74992,Sometimes,Automobile,Obesity_Type_II 12828,Female,20.0,1.56,50.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12829,Male,23.0,1.72,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12830,Male,23.0,1.7,50.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 12831,Male,25.493586,1.780731,93.798055,yes,yes,2.0,1.72326,Sometimes,no,2.0,no,0.0,0.922749,Sometimes,Automobile,Overweight_Level_II 12832,Male,17.925497,1.717775,85.770013,yes,yes,2.0,2.844138,Sometimes,no,2.0,no,0.792929,1.344072,no,Public_Transportation,Overweight_Level_II 12833,Male,17.0,1.74,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 12834,Female,25.930376,1.611239,102.38745,yes,yes,3.0,3.0,Sometimes,no,1.000695,no,0.008013,1.0,Sometimes,Public_Transportation,Obesity_Type_III 12835,Female,18.0,1.697421,90.671871,yes,yes,2.294067,3.0,Sometimes,no,1.849997,no,0.788585,0.739609,Sometimes,Public_Transportation,Obesity_Type_I 12836,Female,18.836315,1.530875,65.0,no,yes,1.108663,2.622055,Sometimes,no,1.81031,no,0.02112,1.286844,Sometimes,Public_Transportation,Overweight_Level_I 12837,Female,19.0,1.55,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12838,Female,21.700748,1.708581,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,1.718543,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 12839,Male,17.0,1.74,65.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 12840,Female,25.919241,1.623514,104.790549,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.063383,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 12841,Female,26.0,1.633887,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 12842,Male,29.687488,1.65782,83.0,yes,yes,2.086898,3.0,Sometimes,no,2.0,no,0.813917,0.0,no,Public_Transportation,Overweight_Level_II 12843,Female,21.198217,1.688436,77.74518,yes,yes,2.0,2.880794,Sometimes,no,2.0,no,0.0,1.103349,Frequently,Public_Transportation,Overweight_Level_I 12844,Female,17.0,1.63,65.0,no,yes,2.0,4.0,Always,yes,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12845,Female,21.0,1.7,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12846,Female,18.835752,1.617192,82.906019,yes,yes,2.0,2.57038,Sometimes,no,2.121251,no,0.07089,1.382995,no,Public_Transportation,Obesity_Type_I 12847,Female,20.796266,1.801746,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.36651,no,0.0,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 12848,Male,21.0,1.61,100.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12849,Female,20.244359,1.538398,41.397378,no,yes,3.0,1.0,Frequently,no,1.30491,yes,0.0,0.920858,Sometimes,Public_Transportation,Insufficient_Weight 12850,Male,21.0,1.647768,68.818893,yes,yes,1.064162,3.0,no,no,2.197732,no,0.80989,0.196084,Sometimes,Public_Transportation,Overweight_Level_I 12851,Male,28.421533,1.909639,129.232216,yes,yes,2.57649,3.0,Sometimes,no,1.880967,no,1.71807,0.731213,Sometimes,Public_Transportation,Obesity_Type_II 12852,Male,27.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12853,Male,25.955361,1.764138,85.316125,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.796779,0.526999,Sometimes,Public_Transportation,Overweight_Level_II 12854,Male,17.0,1.8,95.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 12855,Female,23.0,1.64602,84.849349,yes,yes,2.0,2.843319,Sometimes,no,2.0,no,0.520408,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12856,Female,25.498965,1.668931,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.527036,no,0.259427,0.384662,Sometimes,Public_Transportation,Obesity_Type_III 12857,Male,24.622054,1.759933,112.438508,yes,yes,1.570089,3.0,Sometimes,no,2.0,no,1.554817,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 12858,Male,22.025438,1.84998,60.0,yes,yes,2.0,3.0,Frequently,no,2.654702,no,2.0,0.037634,no,Public_Transportation,Insufficient_Weight 12859,Female,18.0,1.6,55.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12860,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12861,Male,20.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 12862,Female,22.0,1.65,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12863,Male,39.148845,1.713564,99.199287,yes,yes,2.0,3.0,Sometimes,no,2.802498,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 12864,Male,24.481032,1.755938,119.363011,yes,yes,2.919526,3.0,Sometimes,no,2.501638,no,0.647632,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 12865,Female,40.0,1.65,73.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 12866,Male,21.962426,1.6,68.818893,no,yes,2.0,1.0,Sometimes,no,3.0,no,0.82666,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12867,Female,22.18881,1.598612,43.919835,no,no,2.927218,2.122545,Frequently,no,1.981782,no,2.460238,0.0,no,Public_Transportation,Insufficient_Weight 12868,Female,18.771001,1.746652,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.444382,0.858392,Sometimes,Public_Transportation,Obesity_Type_III 12869,Male,25.561868,1.775626,88.965521,yes,yes,2.120185,2.443812,Sometimes,no,2.926995,no,1.856119,0.836151,Sometimes,Public_Transportation,Overweight_Level_II 12870,Female,19.314429,1.523426,42.0,no,yes,2.906269,1.0,Frequently,no,1.0,no,0.0,0.076654,Sometimes,Public_Transportation,Insufficient_Weight 12871,Female,26.0,1.641849,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 12872,Male,34.432669,1.765137,85.312639,yes,yes,2.951591,2.658837,Sometimes,no,2.685842,no,1.0,0.947192,no,Public_Transportation,Overweight_Level_II 12873,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12874,Female,22.829753,1.658393,80.343875,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.698874,1.0,no,Public_Transportation,Overweight_Level_II 12875,Female,18.743587,1.759091,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.46361,0.931455,Sometimes,Public_Transportation,Obesity_Type_III 12876,Male,21.0,1.62,88.0,yes,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 12877,Female,19.0,1.56,42.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12878,Female,21.768153,1.746061,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.464674,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 12879,Male,24.098035,1.876898,121.04172,yes,yes,2.412566,3.0,Sometimes,no,1.170515,no,0.934286,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12880,Male,30.304203,1.785957,120.60094,yes,yes,2.671238,3.0,Sometimes,no,2.526775,no,0.454944,0.173665,Sometimes,Automobile,Obesity_Type_II 12881,Male,23.32471,1.769484,96.710735,yes,yes,2.0,3.0,Sometimes,no,2.651904,no,0.973465,2.0,no,Public_Transportation,Obesity_Type_I 12882,Male,24.63474,1.84629,121.248035,yes,yes,2.684335,2.695396,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12883,Male,25.540865,1.783914,112.438508,yes,yes,2.819934,3.0,Sometimes,no,2.0,no,0.425621,1.74992,Sometimes,Public_Transportation,Obesity_Type_II 12884,Male,17.0,1.75,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12885,Male,20.0,1.79,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12886,Male,17.0,1.75,55.0,yes,no,2.0,4.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12887,Female,25.950898,1.76416,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.448875,no,0.217455,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 12888,Male,31.346845,1.869098,120.098812,yes,yes,2.95841,3.0,Sometimes,no,2.530035,no,0.955317,1.339232,Sometimes,Automobile,Obesity_Type_II 12889,Male,30.551762,1.84995,120.980508,yes,yes,3.0,3.0,Sometimes,no,1.890214,no,0.933964,0.0,Sometimes,Automobile,Obesity_Type_II 12890,Male,18.178076,1.721348,82.144405,yes,yes,2.0,3.0,Sometimes,no,2.174835,no,0.886448,1.252677,Sometimes,Public_Transportation,Overweight_Level_II 12891,Male,23.147644,1.705381,102.815983,yes,yes,2.826036,2.10601,Sometimes,no,1.567366,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12892,Female,21.808159,1.742654,83.0,yes,yes,2.0,1.313403,Sometimes,no,2.90545,no,1.556155,1.281141,no,Automobile,Obesity_Type_I 12893,Male,19.089595,1.751029,86.963765,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.971425,Sometimes,Public_Transportation,Overweight_Level_I 12894,Female,18.0,1.638744,80.0,yes,yes,2.0,3.0,Sometimes,no,2.416213,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12895,Female,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.527341,2.0,no,Public_Transportation,Overweight_Level_II 12896,Male,22.717249,1.835643,121.310257,yes,yes,2.653721,2.938902,Sometimes,no,1.984323,no,0.949976,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12897,Female,18.0,1.62,56.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12898,Female,18.0,1.5,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12899,Female,18.0,1.63,64.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12900,Female,18.0,1.55,56.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12901,Male,23.0,1.69,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 12902,Female,26.0,1.67782,111.571076,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 12903,Female,22.976188,1.596466,44.00945,no,no,2.596364,1.73762,Frequently,no,1.344539,no,0.11964,0.0,no,Public_Transportation,Insufficient_Weight 12904,Male,55.022494,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 12905,Male,22.0,1.76,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12906,Female,26.0,1.650189,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 12907,Male,21.0,1.71,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12908,Male,17.888073,1.768493,55.003417,yes,yes,2.002784,3.0,Sometimes,no,2.147746,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 12909,Female,18.0,1.68,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Automobile,Insufficient_Weight 12910,Male,27.899784,1.75,120.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,1.73234,0.0,Sometimes,Automobile,Obesity_Type_II 12911,Male,30.188303,1.848553,118.26569,yes,yes,2.195964,3.0,Sometimes,yes,2.184707,no,0.883542,0.390178,Sometimes,Automobile,Obesity_Type_II 12912,Female,36.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 12913,Male,18.181821,1.715597,52.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.481555,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12914,Female,25.722004,1.718981,75.0,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.067491,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12915,Female,21.0,1.6,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 12916,Female,26.0,1.637725,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 12917,Male,24.825398,1.829757,120.996074,yes,yes,2.927187,3.0,Sometimes,no,2.923856,no,1.285976,0.555967,Sometimes,Public_Transportation,Obesity_Type_II 12918,Female,22.0,1.61,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12919,Male,19.0,1.76,76.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Automobile,Normal_Weight 12920,Female,16.0,1.56,56.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 12921,Female,25.989938,1.81955,105.042194,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.180158,0.58345,Sometimes,Public_Transportation,Obesity_Type_III 12922,Female,21.029633,1.675612,67.913561,yes,yes,1.786841,3.691226,no,no,1.853991,no,1.21718,0.0,Sometimes,Public_Transportation,Overweight_Level_I 12923,Female,18.0,1.622241,86.144904,yes,yes,2.0,1.08687,Sometimes,no,1.797161,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12924,Female,25.498751,1.632897,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.017804,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 12925,Male,29.0,1.75,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 12926,Female,23.0,1.76,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12927,Female,19.0,1.55,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12928,Male,25.472995,1.764166,118.206565,yes,yes,1.655684,2.716106,Sometimes,no,2.081719,no,0.598655,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 12929,Male,18.0,1.85,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12930,Male,19.0,1.7,50.0,no,no,2.0,4.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12931,Female,25.139466,1.622418,110.824698,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.010183,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 12932,Female,20.781751,1.738717,125.117633,yes,yes,3.0,3.0,Sometimes,no,1.796956,no,0.6277,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 12933,Male,18.306615,1.751691,52.09432,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.932783,1.665621,no,Public_Transportation,Insufficient_Weight 12934,Male,23.0,1.69,90.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 12935,Female,23.426036,1.609401,82.595793,yes,yes,1.936479,1.599464,Sometimes,no,1.911664,no,0.932888,1.339691,Sometimes,Public_Transportation,Obesity_Type_I 12936,Female,17.362129,1.653751,51.154201,yes,yes,2.277436,3.0,Frequently,no,1.0,no,0.110887,1.073026,no,Public_Transportation,Insufficient_Weight 12937,Female,21.285965,1.766626,133.166595,yes,yes,3.0,3.0,Sometimes,no,1.919529,no,1.68249,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 12938,Female,18.423482,1.742062,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465909,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 12939,Female,26.0,1.643017,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 12940,Male,30.520854,1.784049,120.009392,yes,yes,2.499388,3.0,Sometimes,no,2.040952,no,0.987591,1.578517,Sometimes,Automobile,Obesity_Type_II 12941,Female,25.918524,1.621671,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.653049,no,0.10297,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 12942,Female,25.951737,1.668709,104.988454,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 12943,Male,23.0,1.761409,51.607091,yes,yes,2.591292,3.891994,Sometimes,no,2.358172,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 12944,Male,30.481032,1.670774,101.626189,yes,yes,2.99448,3.0,Sometimes,no,1.0,no,1.02975,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12945,Female,20.670975,1.746952,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501647,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 12946,Male,27.558801,1.882533,120.794535,yes,yes,2.907542,3.0,Sometimes,no,2.638896,no,2.113992,0.585912,Sometimes,Public_Transportation,Obesity_Type_II 12947,Male,25.062942,1.828391,120.998266,yes,yes,2.239634,3.0,Sometimes,no,3.0,no,1.685369,0.264969,Sometimes,Public_Transportation,Obesity_Type_II 12948,Male,17.0,1.64,59.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 12949,Male,24.0409,1.709428,83.016968,yes,yes,2.0,2.711238,Sometimes,no,1.805445,no,0.0,0.70778,Sometimes,Public_Transportation,Overweight_Level_II 12950,Female,20.492077,1.756509,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.854161,no,1.629432,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 12951,Male,17.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12952,Female,23.0,1.66,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12953,Male,30.575349,1.775416,121.248035,yes,yes,2.342323,3.0,Sometimes,no,2.627569,no,0.835271,0.36216,Sometimes,Automobile,Obesity_Type_II 12954,Male,18.0,1.74,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 12955,Male,21.198217,1.661415,99.790579,yes,yes,2.71897,3.0,Sometimes,no,2.023328,no,1.919388,0.0,no,Public_Transportation,Obesity_Type_II 12956,Male,26.945139,1.699354,98.54302,yes,yes,2.9673,2.976098,Sometimes,no,2.847264,no,0.0,1.198439,Sometimes,Automobile,Obesity_Type_II 12957,Female,19.726522,1.736276,130.871127,yes,yes,3.0,3.0,Sometimes,no,1.645858,no,1.680844,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 12958,Female,17.0,1.69,60.0,yes,yes,3.0,3.0,Always,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 12959,Male,25.426457,1.761519,117.792268,yes,yes,2.191108,3.0,Sometimes,no,2.028368,no,1.928275,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 12960,Female,38.0,1.56,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 12961,Male,22.176922,1.705584,82.0,yes,yes,2.0,1.355354,Sometimes,no,2.104054,no,0.0,1.89388,Sometimes,Public_Transportation,Obesity_Type_I 12962,Male,18.0,1.721854,52.514302,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.027433,1.884138,Sometimes,Public_Transportation,Insufficient_Weight 12963,Female,26.0,1.64599,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 12964,Male,22.766227,1.755938,51.881263,no,no,2.0,3.0,Frequently,no,2.056053,no,1.487987,0.613902,Sometimes,Public_Transportation,Insufficient_Weight 12965,Male,17.0,1.76,97.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 12966,Male,30.350516,1.849003,123.721352,yes,yes,2.01695,3.0,Sometimes,no,2.302506,no,0.79677,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12967,Female,21.67447,1.698767,132.262558,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.464204,0.959218,Sometimes,Public_Transportation,Obesity_Type_III 12968,Female,16.370009,1.725548,43.373019,no,yes,2.05687,3.990925,Sometimes,no,1.292786,no,0.546402,0.828549,Sometimes,Public_Transportation,Insufficient_Weight 12969,Male,37.218161,1.772929,84.315608,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 12970,Female,16.38009,1.60681,45.0,no,yes,2.869436,3.0,Sometimes,no,3.0,no,2.614909,0.953841,Sometimes,Public_Transportation,Insufficient_Weight 12971,Female,18.0,1.6,58.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 12972,Male,20.914366,1.699315,103.706181,yes,yes,2.0,2.937607,Sometimes,no,1.871033,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 12973,Male,21.0,1.85,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12974,Male,30.722801,1.767121,120.775439,yes,yes,2.911312,3.0,Sometimes,no,2.148146,no,0.112383,0.47787,Sometimes,Automobile,Obesity_Type_II 12975,Male,24.006271,1.603091,100.84763,yes,yes,2.95801,1.313403,Sometimes,no,1.0,no,1.949667,0.707768,no,Public_Transportation,Obesity_Type_II 12976,Male,26.734476,1.836669,87.986714,yes,yes,2.0,3.0,Sometimes,no,1.205633,no,2.077653,0.0,Sometimes,Automobile,Overweight_Level_I 12977,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 12978,Female,25.96773,1.739354,49.804245,yes,yes,3.0,3.129155,Sometimes,no,2.471721,no,0.946763,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12979,Female,22.0,1.55,51.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 12980,Male,20.0,1.73,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 12981,Male,30.899219,1.909105,129.935666,yes,yes,2.002076,3.0,Sometimes,no,1.125338,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12982,Female,26.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 12983,Female,26.0,1.640125,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 12984,Female,23.0,1.6,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 12985,Female,18.94093,1.73581,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.486289,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 12986,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12987,Female,17.0,1.54,64.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 12988,Female,19.47219,1.756865,49.699672,no,no,1.142468,3.266644,Frequently,no,1.077917,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 12989,Male,22.828435,1.701584,80.993213,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.805801,1.224737,no,Public_Transportation,Overweight_Level_II 12990,Male,21.0,1.8,66.5,no,yes,3.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 12991,Female,21.285965,1.729099,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.414209,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 12992,Female,25.816445,1.665585,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.008127,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 12993,Male,20.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 12994,Male,18.0,1.7,56.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 12995,Female,26.0,1.668931,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.722276,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 12996,Male,30.200946,1.758398,109.349025,yes,yes,2.9673,3.0,Sometimes,no,1.0,no,0.979306,0.0,no,Automobile,Obesity_Type_II 12997,Female,26.0,1.654784,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 12998,Male,25.139466,1.709731,102.363149,yes,yes,2.5621,3.0,Sometimes,no,1.0,no,1.556155,0.0,Sometimes,Public_Transportation,Obesity_Type_II 12999,Female,19.0,1.66,60.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 13000,Male,24.178638,1.705617,102.910613,yes,yes,2.724121,2.993856,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 13001,Female,23.0,1.688911,78.434492,yes,yes,3.0,1.402771,Sometimes,no,2.490613,no,0.0,1.261705,Sometimes,Public_Transportation,Overweight_Level_II 13002,Male,31.347497,1.705584,102.583895,yes,yes,2.568063,2.174968,Sometimes,no,1.0,no,1.162519,0.0,no,Public_Transportation,Obesity_Type_II 13003,Male,23.0,1.83,114.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Walking,Obesity_Type_I 13004,Female,21.473078,1.746416,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.68291,0.862724,Sometimes,Public_Transportation,Obesity_Type_III 13005,Male,31.346845,1.848965,126.798173,yes,yes,2.392665,3.0,Sometimes,no,2.38639,no,0.94522,0.900067,Sometimes,Public_Transportation,Obesity_Type_II 13006,Female,27.0,1.54,71.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13007,Male,30.684347,1.830317,129.966428,yes,yes,2.05687,3.0,Sometimes,no,1.984323,no,1.145752,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13008,Male,32.707653,1.695436,102.810704,yes,yes,2.22259,3.0,Sometimes,no,1.0,no,1.838881,1.0,no,Public_Transportation,Obesity_Type_II 13009,Male,24.565628,1.694642,99.623778,yes,yes,2.874643,1.672706,Sometimes,no,2.0,no,0.926201,1.690901,no,Public_Transportation,Obesity_Type_II 13010,Female,22.329041,1.58092,44.753943,no,no,2.919584,3.196043,Frequently,no,2.675567,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13011,Female,18.335019,1.748524,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.139107,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 13012,Male,23.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,yes,1.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 13013,Male,40.106145,1.787733,108.019211,yes,yes,2.0,2.966803,Sometimes,no,2.807984,no,1.0,0.0,no,Automobile,Obesity_Type_I 13014,Female,22.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13015,Male,21.962426,1.848553,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.635454,no,0.0,0.413752,Sometimes,Public_Transportation,Obesity_Type_I 13016,Male,30.444081,1.767186,112.226032,yes,yes,1.397468,3.0,Sometimes,no,2.079353,no,0.684487,0.001716,Sometimes,Automobile,Obesity_Type_II 13017,Male,23.812795,1.767485,120.805715,yes,yes,2.633855,2.806298,Sometimes,no,2.172649,no,1.051889,0.26956,Sometimes,Public_Transportation,Obesity_Type_II 13018,Male,30.945369,1.785277,112.010504,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 13019,Male,25.01277,1.818226,85.261339,yes,yes,2.901924,3.0,Sometimes,no,2.807984,no,0.043101,0.138314,Sometimes,Public_Transportation,Overweight_Level_I 13020,Female,19.364339,1.791047,142.102468,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,1.978631,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 13021,Female,22.018228,1.605662,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.94893,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13022,Male,17.0,1.72,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13023,Male,27.83173,1.78,112.10074,yes,yes,1.34138,3.0,Sometimes,no,2.0,no,0.958555,0.731257,Sometimes,Automobile,Obesity_Type_II 13024,Male,26.0,1.83,121.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13025,Female,19.0,1.6,45.0,no,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13026,Female,22.0,1.63,82.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13027,Male,23.0,1.69,62.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 13028,Male,20.0,1.75,85.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13029,Female,21.680123,1.749118,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.025275,no,1.412357,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 13030,Male,22.017383,1.7,100.624553,yes,yes,2.0,1.703299,Sometimes,no,2.0,no,0.0,1.718513,no,Public_Transportation,Obesity_Type_I 13031,Male,31.0,1.75,73.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 13032,Male,22.935612,1.792933,57.259124,yes,yes,2.903545,4.0,Sometimes,no,2.535629,no,2.0,1.894105,Sometimes,Public_Transportation,Insufficient_Weight 13033,Male,23.0,1.7,75.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13034,Female,38.384177,1.513202,79.469513,yes,yes,2.512719,2.992606,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13035,Male,22.970655,1.721384,51.132809,yes,yes,2.156065,3.0,Frequently,no,1.274718,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 13036,Male,33.293166,1.679515,83.282232,yes,yes,2.0,2.27374,Sometimes,no,1.992548,no,1.637368,0.0,no,Automobile,Overweight_Level_II 13037,Female,19.226314,1.741193,132.116491,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.68249,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 13038,Female,24.284861,1.650726,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.515765,no,0.295178,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 13039,Female,22.884722,1.622787,82.0,yes,yes,1.063449,1.0,Sometimes,no,1.0,no,0.0,0.340196,Sometimes,Public_Transportation,Obesity_Type_I 13040,Female,25.96773,1.611462,105.031908,yes,yes,3.0,3.0,Sometimes,no,1.967707,no,0.094851,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 13041,Male,21.0,1.65,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13042,Female,19.010211,1.66671,49.932199,yes,yes,2.720701,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13043,Male,28.977792,1.723191,83.986714,yes,yes,2.0,3.985442,Sometimes,no,1.0,no,0.485322,0.0,no,Automobile,Overweight_Level_I 13044,Male,18.0,1.7,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13045,Male,26.899886,1.829239,118.299585,yes,yes,2.341999,3.0,Sometimes,no,2.11267,no,0.647798,0.000436,Sometimes,Public_Transportation,Obesity_Type_II 13046,Male,21.0,1.75,56.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 13047,Male,32.895637,1.770126,102.205171,yes,yes,2.972426,2.271734,Sometimes,no,1.0,no,1.699056,0.0,no,Public_Transportation,Obesity_Type_II 13048,Male,23.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13049,Female,21.0,1.55,58.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13050,Female,28.255199,1.642506,73.513873,yes,yes,2.0,2.735706,Sometimes,no,2.15157,no,0.886602,0.0,Sometimes,Automobile,Overweight_Level_I 13051,Female,18.335019,1.773594,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.962371,no,1.464674,0.384129,Sometimes,Public_Transportation,Obesity_Type_III 13052,Female,26.0,1.668709,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.526416,no,0.0,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 13053,Female,25.982261,1.801746,105.496975,yes,yes,3.0,3.0,Sometimes,no,2.35818,no,0.063383,0.561661,Sometimes,Public_Transportation,Obesity_Type_III 13054,Male,22.0,1.75,56.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13055,Male,23.0,1.86,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 13056,Female,21.695892,1.716497,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.313834,no,1.664722,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 13057,Female,18.744914,1.763343,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.68249,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 13058,Male,17.807828,1.856759,95.419668,yes,yes,1.036159,2.753418,Sometimes,no,2.0,no,1.0,0.489854,Sometimes,Public_Transportation,Overweight_Level_II 13059,Male,26.0,1.81748,85.0,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.0,0.12228,Sometimes,Automobile,Overweight_Level_I 13060,Male,29.906575,1.910987,129.232216,yes,yes,2.02472,3.0,Sometimes,yes,1.295697,no,1.058378,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13061,Male,40.564513,1.748015,109.889334,yes,yes,2.501224,3.0,Sometimes,no,1.0,no,1.247505,0.0,no,Automobile,Obesity_Type_II 13062,Male,30.0,1.78,109.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_II 13063,Male,17.0,1.8,50.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13064,Female,43.719395,1.64187,86.748295,yes,yes,2.0,3.0,Sometimes,no,2.168651,no,0.178023,0.0,no,Automobile,Obesity_Type_I 13065,Female,21.680123,1.652971,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,1.445148,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 13066,Male,21.0,1.625891,70.0,no,yes,2.0,1.923607,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 13067,Female,20.837996,1.734092,132.94066,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,1.68249,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 13068,Female,26.0,1.629191,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.530428,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 13069,Male,31.627962,1.708742,101.067988,yes,yes,2.57649,3.0,Sometimes,no,2.148146,no,1.058378,0.0,Sometimes,Automobile,Obesity_Type_II 13070,Male,22.0,1.75,56.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13071,Male,17.0,1.78,57.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13072,Male,20.0,1.76,90.0,no,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13073,Female,19.0,1.603923,45.0,no,yes,2.0,3.0,Frequently,no,3.0,yes,1.0,0.764452,Sometimes,Public_Transportation,Insufficient_Weight 13074,Male,18.0,1.716521,52.0,yes,yes,2.652958,3.0,Sometimes,no,2.0,no,0.740633,0.613971,Sometimes,Public_Transportation,Insufficient_Weight 13075,Male,25.486521,1.837399,120.644178,yes,yes,2.21965,3.0,Sometimes,no,2.116399,no,1.628637,0.261793,Sometimes,Public_Transportation,Obesity_Type_II 13076,Male,18.0,1.708071,75.62931,yes,yes,2.696381,3.0,Sometimes,no,2.0,no,0.458237,1.344072,Sometimes,Public_Transportation,Overweight_Level_I 13077,Female,22.926352,1.74402,51.598593,yes,yes,3.0,3.371832,Frequently,no,2.452789,no,1.324805,0.663492,no,Public_Transportation,Insufficient_Weight 13078,Female,26.0,1.640745,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 13079,Female,17.0,1.55,56.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 13080,Female,18.907514,1.746411,133.779919,yes,yes,3.0,3.0,Sometimes,no,2.613504,no,1.46525,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 13081,Female,26.0,1.654784,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 13082,Male,23.0,1.65,93.8,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13083,Male,22.18881,1.717037,82.0,yes,yes,1.947495,1.343117,Sometimes,no,2.0,no,0.919388,1.286844,no,Public_Transportation,Overweight_Level_II 13084,Female,20.0,1.63,84.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 13085,Male,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 13086,Female,19.376997,1.600264,45.0,no,no,3.0,3.0,Frequently,no,2.326635,no,1.727114,0.0,no,Public_Transportation,Insufficient_Weight 13087,Male,24.145295,1.792998,120.919703,yes,yes,2.919584,3.0,Sometimes,no,2.825629,no,1.201403,0.714701,Sometimes,Public_Transportation,Obesity_Type_II 13088,Female,17.0,1.57,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13089,Female,23.254934,1.615854,82.586893,yes,yes,2.0,2.39007,Sometimes,no,1.0,no,0.981686,1.339232,no,Public_Transportation,Obesity_Type_I 13090,Male,24.0,1.85,100.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13091,Male,25.151286,1.770124,112.835195,yes,yes,1.428289,3.0,Sometimes,no,2.007348,no,1.376217,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 13092,Female,18.0,1.64,49.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13093,Female,26.0,1.624576,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 13094,Female,25.966504,1.641849,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.651548,no,0.083675,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 13095,Female,26.0,1.644053,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 13096,Female,18.0,1.76,54.5,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Walking,Insufficient_Weight 13097,Female,23.0,1.65,70.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13098,Female,19.376997,1.699437,49.649613,no,no,1.723921,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13099,Male,24.825393,1.790172,101.626189,yes,yes,2.760607,1.08687,Sometimes,no,1.017006,no,1.046878,0.630866,no,Public_Transportation,Obesity_Type_II 13100,Female,23.0,1.64,59.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 13101,Male,19.027417,1.7,79.469513,yes,yes,2.0,2.977543,Sometimes,no,1.0,no,0.868721,1.0,Frequently,Public_Transportation,Overweight_Level_II 13102,Male,25.0,1.75,112.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13103,Female,19.17614,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.221281,no,1.71807,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 13104,Male,19.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13105,Female,20.0,1.78,78.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 13106,Female,25.96701,1.594776,102.781971,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,0.112122,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 13107,Male,30.722801,1.75015,118.154345,yes,yes,2.903545,3.0,Sometimes,no,2.152736,no,1.156024,1.74288,Sometimes,Automobile,Obesity_Type_II 13108,Male,23.0,1.717722,83.314157,yes,yes,2.0,2.272214,Sometimes,no,1.144467,no,1.067817,0.8324,Sometimes,Public_Transportation,Overweight_Level_II 13109,Male,30.02019,1.75834,112.010504,yes,yes,1.868212,3.0,Sometimes,no,2.006167,no,1.304291,0.020153,Sometimes,Automobile,Obesity_Type_II 13110,Female,34.231083,1.665199,77.392179,yes,no,3.0,1.146052,Sometimes,no,1.087166,no,0.926201,0.704637,no,Automobile,Overweight_Level_II 13111,Female,19.0,1.59,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13112,Male,23.327836,1.75596,119.087557,yes,yes,2.442536,3.0,Sometimes,no,1.999882,no,1.686229,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13113,Male,21.81119,1.700627,75.0,yes,yes,2.0,3.0,Sometimes,no,2.112032,no,0.876101,0.584755,Sometimes,Public_Transportation,Overweight_Level_I 13114,Male,24.041043,1.608914,100.642257,yes,yes,2.611847,1.473088,Sometimes,no,1.01378,no,1.156024,1.665621,no,Public_Transportation,Obesity_Type_II 13115,Male,19.833682,1.688426,49.660995,yes,no,1.0,3.765526,Frequently,no,2.0,no,1.259613,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13116,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13117,Male,31.199261,1.703317,105.042194,yes,yes,2.333503,2.918124,Sometimes,no,3.0,no,1.94907,0.0,Sometimes,Automobile,Obesity_Type_I 13118,Male,21.483036,1.735851,78.0,yes,no,1.921031,1.477581,Sometimes,no,1.941224,no,0.754646,0.0,no,Public_Transportation,Overweight_Level_II 13119,Female,38.0,1.55,59.0,no,yes,3.0,1.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 13120,Female,20.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13121,Female,23.090215,1.609495,83.520113,yes,yes,2.971832,1.0,Sometimes,no,2.976672,no,0.17048,0.704637,no,Public_Transportation,Obesity_Type_I 13122,Male,25.136116,1.716497,112.879662,yes,yes,1.83746,3.0,Sometimes,no,2.002871,no,1.236114,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 13123,Female,17.0,1.6,50.0,no,yes,1.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 13124,Male,25.816445,1.773491,114.069667,yes,yes,2.14128,3.0,Sometimes,no,2.042073,no,1.117311,0.860321,Sometimes,Public_Transportation,Obesity_Type_II 13125,Female,22.658572,1.569234,78.997166,yes,yes,2.13683,1.0,Sometimes,no,3.0,no,1.851404,0.0,no,Public_Transportation,Obesity_Type_I 13126,Male,27.394123,1.770124,112.835195,yes,yes,1.570089,3.0,Sometimes,no,2.007348,no,1.358185,0.001518,Sometimes,Automobile,Obesity_Type_II 13127,Female,21.980847,1.745602,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.026452,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 13128,Male,17.70368,1.798645,56.029418,yes,yes,2.0,4.0,Sometimes,no,2.426465,no,1.0,0.0,no,Automobile,Insufficient_Weight 13129,Male,31.327609,1.848553,125.077863,yes,yes,2.23372,3.0,Sometimes,yes,2.146398,no,0.887923,0.022245,Sometimes,Public_Transportation,Obesity_Type_II 13130,Male,23.254934,1.755938,119.081804,yes,yes,1.455602,3.0,Sometimes,no,2.042073,no,1.096556,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 13131,Female,18.869151,1.753349,79.67793,yes,yes,2.724121,1.418833,Sometimes,no,2.643468,no,0.781889,0.738269,no,Public_Transportation,Overweight_Level_II 13132,Male,21.785351,1.53535,62.855073,no,yes,2.0,2.815255,Sometimes,no,1.613928,no,0.976341,0.479221,no,Public_Transportation,Insufficient_Weight 13133,Male,25.919571,1.707613,102.083964,yes,yes,2.9553,3.0,Sometimes,no,1.0,no,1.089891,0.020153,Sometimes,Public_Transportation,Obesity_Type_II 13134,Female,23.0,1.665199,83.785312,yes,yes,2.95841,1.0,Sometimes,no,2.777379,no,0.402614,0.0,no,Public_Transportation,Obesity_Type_I 13135,Male,24.145295,1.7921,116.311962,yes,yes,1.368978,3.0,Sometimes,no,2.0,no,0.884935,0.890527,Sometimes,Public_Transportation,Obesity_Type_II 13136,Female,19.0,1.64,49.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13137,Female,27.0,1.61,66.4,no,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13138,Female,26.0,1.63,66.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 13139,Female,21.322097,1.7199,131.573771,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.999773,0.651904,Sometimes,Public_Transportation,Obesity_Type_III 13140,Male,23.432227,1.872517,121.244969,yes,yes,2.630137,2.695396,Sometimes,no,1.984323,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13141,Female,21.28253,1.729719,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.351996,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 13142,Male,18.0,1.713599,51.552595,no,yes,1.118436,3.0,Sometimes,no,2.0,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13143,Male,23.0,1.706525,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.530493,no,0.967627,0.0,no,Public_Transportation,Obesity_Type_I 13144,Female,23.0,1.65,78.175706,yes,yes,2.0,1.977221,Sometimes,no,1.0,no,0.0,1.801322,Sometimes,Public_Transportation,Overweight_Level_II 13145,Female,18.0,1.6,82.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13146,Female,37.218161,1.655742,80.0,yes,yes,2.0,2.973476,Sometimes,no,1.0,no,1.305633,0.0,Sometimes,Automobile,Obesity_Type_I 13147,Female,18.0,1.66,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 13148,Male,34.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13149,Male,26.199321,1.841908,89.048151,yes,yes,2.388168,3.0,Sometimes,no,2.616285,no,0.114698,0.001337,Sometimes,Public_Transportation,Overweight_Level_I 13150,Female,20.801791,1.72692,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,1.600431,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 13151,Female,22.0,1.65,60.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13152,Female,18.0,1.587546,83.016968,yes,yes,2.0,3.0,Sometimes,no,1.199517,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13153,Female,26.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13154,Male,21.0,1.63,70.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13155,Male,26.225442,1.819535,116.157766,yes,yes,2.175276,3.0,Sometimes,no,2.0,no,0.987591,1.758865,Sometimes,Public_Transportation,Obesity_Type_II 13156,Male,35.389491,1.701413,96.710735,yes,yes,2.0,2.977909,Sometimes,no,2.685842,no,1.857351,0.894678,no,Automobile,Obesity_Type_I 13157,Male,21.0,1.8,75.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,1.0,Frequently,Walking,Overweight_Level_I 13158,Male,23.0,1.72,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13159,Female,21.011124,1.747962,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,1.091474,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 13160,Male,23.0,1.72,75.0,yes,yes,2.0,3.0,Frequently,yes,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 13161,Male,22.969366,1.794827,89.998729,yes,yes,2.0,1.226342,Sometimes,no,2.133469,no,0.0,1.865851,Sometimes,Public_Transportation,Obesity_Type_I 13162,Male,18.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13163,Female,20.519916,1.766547,128.114161,yes,yes,3.0,3.0,Sometimes,no,2.722276,no,1.866839,0.917563,Sometimes,Public_Transportation,Obesity_Type_III 13164,Male,27.0,1.75,112.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_II 13165,Male,27.439056,1.7088,83.952968,yes,yes,2.0,2.645858,Sometimes,no,2.0,no,0.663896,0.9974,Sometimes,Public_Transportation,Overweight_Level_II 13166,Male,21.721507,1.842906,75.0,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,2.20208,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13167,Male,21.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13168,Female,19.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13169,Female,18.634286,1.73995,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 13170,Male,25.612462,1.661277,102.784864,yes,yes,2.919584,1.101404,Sometimes,no,1.336526,no,0.998391,1.0,no,Public_Transportation,Obesity_Type_II 13171,Female,26.0,1.627532,106.69053,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.569852,Sometimes,Public_Transportation,Obesity_Type_III 13172,Female,20.744839,1.667852,80.0,yes,yes,2.0,1.391778,Sometimes,no,2.0,no,2.698874,1.0,no,Public_Transportation,Overweight_Level_II 13173,Female,25.565662,1.684082,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.387531,no,0.217455,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 13174,Female,17.0,1.67,67.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 13175,Male,22.926352,1.713343,99.199287,yes,yes,2.0,1.834373,Sometimes,no,2.371015,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13176,Female,25.97812,1.678658,104.954834,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.162279,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 13177,Male,31.0,1.83,75.0,yes,yes,3.0,3.0,Frequently,yes,2.0,yes,3.0,1.0,Sometimes,Automobile,Overweight_Level_I 13178,Female,26.0,1.622701,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 13179,Female,21.412434,1.774647,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.326635,no,1.600536,0.827502,Sometimes,Public_Transportation,Obesity_Type_III 13180,Male,29.43879,1.835381,96.940255,yes,yes,2.336044,3.0,Sometimes,no,2.858171,no,0.0,0.669616,Sometimes,Automobile,Overweight_Level_II 13181,Female,26.0,1.55,63.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13182,Female,24.0,1.6,60.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13183,Female,18.372563,1.807538,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,1.998047,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 13184,Male,18.0,1.829239,108.934574,yes,yes,2.0,1.820779,Sometimes,no,2.45126,no,1.0,1.554404,no,Public_Transportation,Obesity_Type_I 13185,Male,18.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13186,Male,23.912387,1.828276,97.58826,yes,yes,2.0,2.984523,Sometimes,no,2.092509,no,0.880584,1.749586,Sometimes,Public_Transportation,Obesity_Type_II 13187,Male,18.0,1.823755,108.251044,yes,yes,2.0,1.25535,Sometimes,no,2.874336,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13188,Male,22.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,0.0,no,Automobile,Obesity_Type_I 13189,Male,23.327836,1.755938,116.311962,yes,yes,1.967061,3.0,Sometimes,no,2.0,no,0.322013,0.869238,Sometimes,Public_Transportation,Obesity_Type_II 13190,Female,21.832995,1.523426,43.534531,no,no,2.913452,3.394788,Frequently,no,2.723328,no,1.863258,0.076693,no,Public_Transportation,Insufficient_Weight 13191,Female,19.833682,1.65,88.675503,yes,yes,2.784464,1.496776,Sometimes,no,3.0,no,1.350001,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13192,Female,25.0,1.59,48.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13193,Female,25.908431,1.623113,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.817983,no,0.259424,0.636289,Sometimes,Public_Transportation,Obesity_Type_III 13194,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13195,Male,21.0,1.72,53.0,no,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13196,Male,24.449655,1.819535,118.565568,yes,yes,1.996638,2.37985,Sometimes,no,2.0,no,1.52001,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 13197,Male,23.170309,1.836669,97.58826,yes,yes,2.0,2.962004,Sometimes,no,2.0,no,2.077653,1.252677,no,Public_Transportation,Obesity_Type_I 13198,Female,25.968792,1.641849,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.083675,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 13199,Male,25.015173,1.763987,115.382519,yes,yes,1.735664,3.0,Sometimes,no,2.042073,no,1.392406,0.39174,Sometimes,Public_Transportation,Obesity_Type_II 13200,Male,18.0,1.717288,50.0,yes,yes,1.524428,3.0,Sometimes,no,2.0,no,1.0,1.89388,Sometimes,Public_Transportation,Insufficient_Weight 13201,Male,29.246269,1.834637,118.424156,yes,yes,2.911312,3.0,Sometimes,no,1.830614,no,0.675262,0.0,Sometimes,Automobile,Obesity_Type_II 13202,Male,31.490699,1.76569,120.209711,yes,yes,2.919526,3.0,Sometimes,no,2.145368,no,1.985536,0.261793,Sometimes,Automobile,Obesity_Type_II 13203,Female,21.0,1.55,56.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 13204,Male,22.679454,1.786532,55.695253,yes,yes,2.0,4.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13205,Male,30.350516,1.860292,123.721352,yes,yes,2.002784,3.0,Sometimes,no,2.292906,no,0.742113,1.035711,Sometimes,Automobile,Obesity_Type_II 13206,Female,22.832105,1.638744,82.0,yes,yes,2.048962,3.0,Sometimes,no,2.926995,no,0.987521,0.0,no,Public_Transportation,Obesity_Type_I 13207,Female,25.0,1.58,45.0,no,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13208,Male,23.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13209,Male,23.327836,1.819557,91.499683,yes,yes,1.164062,3.0,Sometimes,no,1.082084,no,0.922739,1.0,Sometimes,Automobile,Overweight_Level_II 13210,Female,18.0,1.59,48.0,no,yes,2.0,3.0,Always,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 13211,Female,17.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13212,Male,18.068767,1.781139,108.244379,yes,yes,2.0,3.0,Sometimes,no,2.64548,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13213,Female,18.0,1.752206,55.822119,yes,yes,2.0,3.0,Sometimes,no,2.371015,no,2.0,1.541455,no,Public_Transportation,Insufficient_Weight 13214,Female,26.0,1.63302,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.584305,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 13215,Male,30.79626,1.670774,101.544589,yes,yes,2.57649,2.301129,Sometimes,no,1.0,no,1.771754,0.0,Sometimes,Automobile,Obesity_Type_II 13216,Male,22.906886,1.86741,121.737836,yes,yes,2.724121,2.993623,Sometimes,no,1.568035,no,0.897702,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13217,Male,20.9859,1.644682,103.189532,yes,yes,2.9553,1.068443,Sometimes,no,1.0,no,1.858554,0.0,no,Public_Transportation,Obesity_Type_II 13218,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13219,Female,21.0,1.66,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13220,Male,29.0,1.78,78.0,no,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Normal_Weight 13221,Male,39.656559,1.76,115.127662,yes,yes,2.332074,3.0,Sometimes,no,2.098959,no,1.63812,0.0,Sometimes,Automobile,Obesity_Type_II 13222,Female,24.0,1.65,79.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13223,Male,31.56724,1.761068,116.311962,yes,yes,2.562687,1.001542,Sometimes,no,2.006595,no,0.986414,0.0,Sometimes,Automobile,Obesity_Type_II 13224,Female,18.871917,1.544263,41.535047,no,yes,2.969205,1.0,Sometimes,no,1.068493,no,0.0,0.70778,Sometimes,Public_Transportation,Insufficient_Weight 13225,Female,26.0,1.632896,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 13226,Female,16.0,1.62,59.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13227,Male,17.971574,1.717432,50.0,no,yes,2.0,3.53009,Sometimes,no,1.0,yes,0.0,1.967259,Sometimes,Public_Transportation,Insufficient_Weight 13228,Female,21.0,1.64,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 13229,Male,23.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13230,Female,25.0,1.63,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13231,Female,19.0,1.59,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13232,Female,25.96701,1.628909,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.085388,no,0.0,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 13233,Male,22.591026,1.682916,89.993812,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_II 13234,Female,26.0,1.631856,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 13235,Male,19.0,1.85,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13236,Male,25.540865,1.763582,117.384745,yes,yes,1.475906,3.0,Sometimes,no,2.0,no,1.284798,0.395979,Sometimes,Public_Transportation,Obesity_Type_II 13237,Female,19.0,1.7,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 13238,Male,24.0,1.7,75.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13239,Male,36.67933,1.76003,98.912261,yes,yes,2.315932,2.358455,Sometimes,no,2.902682,no,2.236586,0.0,no,Automobile,Obesity_Type_I 13240,Female,21.344018,1.746411,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.352973,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 13241,Female,18.0,1.7,50.0,no,no,3.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13242,Male,19.0,1.8,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13243,Male,18.0,1.75,52.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13244,Male,27.0,1.7,78.0,yes,no,2.0,3.0,Frequently,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 13245,Female,40.0,1.561316,79.67793,yes,yes,2.0,3.0,Sometimes,no,1.93142,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13246,Female,25.966504,1.642098,104.187314,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 13247,Male,32.501143,1.766888,102.523111,yes,yes,2.826251,2.100918,Sometimes,no,1.0,no,1.917014,0.0,no,Public_Transportation,Obesity_Type_II 13248,Male,17.0,1.75,80.0,yes,no,2.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13249,Male,20.741442,1.841852,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.000934,0.256382,Sometimes,Public_Transportation,Insufficient_Weight 13250,Female,21.001969,1.782453,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,1.999836,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 13251,Male,24.408805,1.742901,83.199034,yes,yes,2.045027,2.983201,Sometimes,no,2.442775,no,0.902095,0.738935,Sometimes,Public_Transportation,Overweight_Level_II 13252,Male,33.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 13253,Male,33.0,1.76,83.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 13254,Male,27.474245,1.792998,120.644178,yes,yes,2.974006,3.0,Sometimes,no,2.013205,no,1.834373,0.212767,Sometimes,Public_Transportation,Obesity_Type_II 13255,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Overweight_Level_I 13256,Male,24.443011,1.872517,121.82962,yes,yes,2.859097,2.604998,Sometimes,no,1.590418,no,0.975187,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13257,Male,23.254934,1.792533,116.893105,yes,yes,1.996646,3.0,Sometimes,no,2.0,no,0.975187,0.754023,Sometimes,Public_Transportation,Obesity_Type_II 13258,Female,17.0,1.57,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_II 13259,Female,21.384259,1.735659,50.0,yes,yes,1.757466,3.156309,Frequently,no,1.017006,no,0.544784,0.930926,Sometimes,Public_Transportation,Insufficient_Weight 13260,Male,17.767432,1.755427,55.003417,yes,yes,2.0,4.0,Sometimes,no,2.949419,no,2.0,2.0,Sometimes,Automobile,Insufficient_Weight 13261,Male,21.0,1.83,114.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 13262,Male,30.610436,1.769933,120.549592,yes,yes,2.204914,3.0,Sometimes,no,2.003563,no,0.093418,0.896105,Sometimes,Public_Transportation,Obesity_Type_II 13263,Female,18.0,1.64,59.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13264,Male,30.79626,1.823545,120.988454,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.092344,1.035711,Sometimes,Public_Transportation,Obesity_Type_II 13265,Male,18.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 13266,Female,19.749627,1.719365,44.762023,no,no,3.0,3.0,Frequently,no,2.305574,no,1.600536,0.83509,no,Public_Transportation,Insufficient_Weight 13267,Male,33.0816,1.752456,86.319887,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13268,Male,20.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 13269,Female,23.0,1.54,64.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 13270,Female,16.30687,1.596466,44.316254,no,no,2.977298,3.0,Frequently,no,2.627569,yes,1.600431,0.0,no,Public_Transportation,Insufficient_Weight 13271,Female,16.0,1.58,44.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 13272,Male,22.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 13273,Male,23.0,1.87407,64.808022,yes,yes,2.880759,3.0,Sometimes,no,1.005367,no,1.999773,0.0,Sometimes,Automobile,Insufficient_Weight 13274,Female,20.254534,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.894678,no,Public_Transportation,Overweight_Level_II 13275,Female,18.0,1.6,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 13276,Male,28.255199,1.772045,113.089716,yes,yes,2.09663,3.0,Sometimes,no,2.085553,no,1.912981,0.292956,Sometimes,Automobile,Obesity_Type_II 13277,Male,18.0,1.68,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 13278,Female,38.547267,1.560199,77.601483,yes,yes,2.020502,3.0,Sometimes,no,1.85916,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13279,Female,21.521294,1.741925,144.302261,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,1.465909,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 13280,Female,26.0,1.628909,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 13281,Male,27.0,1.7,68.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 13282,Female,25.999942,1.663341,105.000097,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,1.978631,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 13283,Male,23.237302,1.62788,82.636162,yes,yes,2.0,2.938135,Sometimes,no,2.042073,no,0.578074,0.0,no,Public_Transportation,Obesity_Type_I 13284,Female,25.653233,1.569878,77.965532,yes,yes,2.002564,3.0,Sometimes,no,2.639816,no,0.029728,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13285,Female,33.0,1.66,74.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 13286,Female,18.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13287,Male,24.825393,1.829907,120.549592,yes,yes,2.92711,3.0,Sometimes,no,2.15687,no,1.985536,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13288,Female,20.0,1.840138,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13289,Female,24.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 13290,Male,22.717943,1.696336,75.920519,yes,yes,2.0,3.0,Sometimes,no,1.992548,no,0.976425,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13291,Female,21.709159,1.525691,42.0,no,yes,3.0,1.0,Frequently,no,1.764055,no,0.854337,0.0,no,Public_Transportation,Insufficient_Weight 13292,Female,21.380336,1.611434,66.126964,no,yes,2.984425,3.0,Sometimes,no,1.636326,no,1.308852,0.544899,Sometimes,Public_Transportation,Overweight_Level_I 13293,Male,23.0,1.78,64.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13294,Male,23.237302,1.754441,117.708705,yes,yes,1.122127,1.0,Sometimes,no,2.0,no,1.230219,1.339691,Sometimes,Public_Transportation,Obesity_Type_II 13295,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 13296,Female,26.0,1.624099,112.875283,yes,yes,3.0,3.0,Sometimes,no,2.984323,no,0.0,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 13297,Female,24.0,1.59,42.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 13298,Female,18.0,1.6,48.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13299,Female,21.285965,1.730636,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.796267,no,1.352663,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 13300,Male,47.7061,1.743935,84.729197,yes,yes,2.535315,3.0,Sometimes,no,1.146595,no,1.0,0.0,no,Automobile,Overweight_Level_II 13301,Male,18.0,1.7,51.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13302,Male,18.0,1.72,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13303,Female,22.0,1.66,56.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13304,Female,26.0,1.618867,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 13305,Female,26.0,1.662978,112.879662,yes,yes,3.0,3.0,Sometimes,no,2.989389,no,0.0,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 13306,Female,26.0,1.7,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 13307,Female,26.0,1.624099,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 13308,Male,23.172982,1.776989,119.205308,yes,yes,2.33998,3.0,Sometimes,no,2.155558,no,1.982379,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13309,Male,23.0,1.74,72.0,yes,no,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13310,Female,20.0,1.63,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13311,Female,22.0,1.62,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13312,Female,19.0,1.52,42.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 13313,Male,31.56724,1.750085,118.332689,yes,yes,2.240757,3.0,Sometimes,no,1.295697,no,1.058378,0.0,Sometimes,Automobile,Obesity_Type_II 13314,Female,22.591439,1.644078,88.675503,yes,yes,2.0,1.311797,Sometimes,no,3.0,no,0.0,1.043435,no,Public_Transportation,Obesity_Type_I 13315,Male,34.543563,1.691322,80.535698,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13316,Male,25.0,1.85,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13317,Female,22.307413,1.605495,82.528575,yes,yes,2.049112,1.058123,Sometimes,no,2.280555,no,0.949976,2.0,no,Public_Transportation,Obesity_Type_I 13318,Female,21.28253,1.748533,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.48372,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 13319,Female,25.986368,1.661415,104.846218,yes,yes,3.0,3.0,Sometimes,no,1.630528,no,0.01586,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 13320,Male,32.787101,1.705813,102.523111,yes,yes,2.954996,2.911568,Sometimes,no,1.0,no,1.838881,0.0,no,Public_Transportation,Obesity_Type_II 13321,Female,26.0,1.611452,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 13322,Female,21.027662,1.71266,75.0,yes,yes,2.959658,3.0,Sometimes,no,2.417122,no,0.852344,0.417122,Sometimes,Public_Transportation,Overweight_Level_I 13323,Male,33.0,1.7,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 13324,Male,39.656559,1.762887,119.205308,yes,yes,2.0,3.0,Sometimes,no,2.284494,no,0.554646,0.0,Sometimes,Automobile,Obesity_Type_II 13325,Male,31.62638,1.75,125.117633,yes,yes,2.901924,3.0,Sometimes,no,1.0,no,0.0,1.090995,Sometimes,Automobile,Obesity_Type_II 13326,Female,26.0,1.66494,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 13327,Female,25.989938,1.626503,104.826776,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.000272,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 13328,Female,26.0,1.622468,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 13329,Male,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 13330,Female,19.054008,1.556579,39.695295,no,yes,1.142468,3.11158,Sometimes,no,1.983649,no,2.0,1.426103,Sometimes,Public_Transportation,Insufficient_Weight 13331,Male,18.288205,1.713564,50.0,no,no,1.140615,3.471536,Sometimes,no,1.0,no,0.630944,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13332,Male,31.783845,1.75,118.436166,yes,yes,2.549782,3.0,Sometimes,yes,2.0,no,0.827502,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13333,Male,30.607546,1.76003,118.40174,yes,yes,2.252653,3.0,Sometimes,no,2.174248,no,0.966617,0.0,Sometimes,Automobile,Obesity_Type_II 13334,Male,17.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13335,Male,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13336,Female,26.0,1.624134,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.702789,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 13337,Male,20.586978,1.87407,105.013901,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13338,Female,18.0,1.739293,50.079991,no,yes,1.601236,3.483449,Sometimes,no,2.0,no,0.072117,1.626456,Sometimes,Public_Transportation,Insufficient_Weight 13339,Male,21.353237,1.703098,98.54302,yes,yes,2.0,2.877583,Sometimes,no,2.0,no,0.0,1.331527,no,Public_Transportation,Obesity_Type_I 13340,Female,19.434709,1.525691,42.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13341,Male,24.006271,1.61082,99.204695,yes,yes,2.923916,1.134321,Sometimes,no,1.0,no,0.941424,1.256119,no,Public_Transportation,Obesity_Type_II 13342,Male,22.740275,1.737165,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 13343,Female,37.597953,1.507853,76.202761,yes,yes,2.0,1.317884,Sometimes,no,2.972426,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13344,Female,26.0,1.600905,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 13345,Male,18.0,1.8,72.0,no,yes,3.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13346,Male,30.64243,1.841908,123.721352,yes,yes,2.499108,3.0,Sometimes,no,2.155926,no,0.647632,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13347,Female,18.288205,1.589027,40.202773,no,yes,2.0,1.075553,Sometimes,no,1.0,yes,0.011519,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13348,Female,22.0,1.66,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13349,Male,21.834894,1.722785,94.094184,yes,yes,2.0,2.966803,Sometimes,no,2.0,no,2.0,1.281541,no,Public_Transportation,Obesity_Type_I 13350,Male,18.0,1.819557,55.523481,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 13351,Female,21.0,1.68,53.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13352,Male,19.0,1.8,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13353,Male,22.0,1.72,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13354,Male,30.71516,1.764166,118.134898,yes,yes,2.9553,3.0,Sometimes,no,2.081719,no,0.668963,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13355,Female,26.0,1.58,78.0,no,no,2.0,1.0,no,no,3.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 13356,Female,25.962949,1.641601,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.645532,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 13357,Male,21.0,1.78,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13358,Female,22.989846,1.7425,80.0,yes,yes,2.0,1.724887,Sometimes,no,1.0,no,0.0,1.094046,no,Public_Transportation,Overweight_Level_II 13359,Female,26.0,1.62456,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 13360,Male,18.0,1.65,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13361,Male,31.426573,1.828276,127.507411,yes,yes,3.0,3.0,Sometimes,yes,1.279771,no,1.522429,0.4346,Sometimes,Public_Transportation,Obesity_Type_II 13362,Female,26.0,1.624134,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 13363,Male,23.0,1.751621,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.7305,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 13364,Female,21.0,1.6,65.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13365,Female,20.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13366,Male,19.0,1.77,87.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13367,Female,26.0,1.610086,110.090006,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.501417,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 13368,Male,33.182127,1.780846,87.286783,yes,yes,2.0,2.567567,Sometimes,no,2.812259,no,2.0,0.0,no,Automobile,Overweight_Level_II 13369,Female,26.0,1.577115,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 13370,Female,18.0,1.54,45.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,3.0,2.0,no,Public_Transportation,Insufficient_Weight 13371,Male,27.999388,1.825449,120.344402,yes,yes,2.576449,3.0,Sometimes,no,2.628816,no,0.00203,0.534769,Sometimes,Public_Transportation,Obesity_Type_II 13372,Male,21.027662,1.65,96.01851,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.127879,no,Public_Transportation,Obesity_Type_I 13373,Male,25.314163,1.763582,113.077187,yes,yes,1.261288,3.0,Sometimes,no,2.006884,no,1.266866,0.001867,Sometimes,Public_Transportation,Obesity_Type_II 13374,Male,20.244359,1.701397,102.093223,yes,yes,2.654792,1.081805,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 13375,Female,18.0,1.61,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13376,Female,23.0,1.67,67.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 13377,Female,18.314593,1.807406,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.164718,no,1.639894,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 13378,Male,18.0,1.848294,85.0,yes,yes,2.0,1.924168,Sometimes,no,2.740525,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13379,Male,21.688557,1.698829,98.572753,yes,yes,2.0,2.977909,Sometimes,no,2.0,no,0.0,1.80931,no,Public_Transportation,Obesity_Type_I 13380,Female,26.0,1.631332,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 13381,Female,26.0,1.6,102.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 13382,Female,19.0,1.52,42.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13383,Male,25.314163,1.770124,113.077187,yes,yes,1.537505,3.0,Sometimes,no,2.006595,no,1.543961,0.008899,Sometimes,Public_Transportation,Obesity_Type_II 13384,Female,25.988668,1.65563,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.773236,no,0.0,0.585912,Sometimes,Public_Transportation,Obesity_Type_III 13385,Female,26.0,1.650125,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 13386,Male,25.124595,1.836592,117.326523,yes,yes,2.722161,3.0,Sometimes,no,2.375707,no,1.186013,0.022245,Sometimes,Public_Transportation,Obesity_Type_II 13387,Female,26.0,1.641132,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 13388,Female,25.955361,1.707508,102.523111,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.684582,0.696948,Sometimes,Public_Transportation,Obesity_Type_III 13389,Female,37.974483,1.549812,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13390,Female,23.0,1.65,60.0,yes,no,1.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Bike,Normal_Weight 13391,Female,25.96773,1.610488,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.026033,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 13392,Male,26.680376,1.792239,106.452367,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.742453,0.0,Sometimes,Automobile,Obesity_Type_I 13393,Female,35.0,1.58,63.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 13394,Male,34.161998,1.718939,84.451423,yes,yes,2.0,2.805436,Sometimes,no,2.884033,no,1.0,0.85405,no,Automobile,Overweight_Level_II 13395,Male,32.241587,1.703346,102.921218,yes,yes,2.0,2.806566,Sometimes,no,1.0,no,1.251665,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13396,Female,19.058511,1.456346,55.523481,no,yes,2.0,3.0,Sometimes,no,1.0,yes,1.781589,1.944177,Sometimes,Public_Transportation,Insufficient_Weight 13397,Male,21.0,1.74,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13398,Male,32.29016,1.614075,102.000122,yes,yes,2.877743,3.0,Sometimes,no,1.0,no,1.076729,0.090341,no,Public_Transportation,Obesity_Type_II 13399,Female,21.721507,1.719913,132.287101,yes,yes,3.0,3.0,Sometimes,no,1.683448,no,1.564618,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 13400,Male,19.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 13401,Female,19.0,1.62,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13402,Male,19.816949,1.812472,85.316125,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.539762,0.880414,Sometimes,Public_Transportation,Overweight_Level_I 13403,Female,21.837058,1.686936,80.0,yes,yes,2.0,2.392811,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13404,Male,27.266287,1.787802,120.151967,yes,yes,2.680375,3.0,Sometimes,no,2.147074,no,1.295697,0.0,Sometimes,Automobile,Obesity_Type_II 13405,Female,19.86997,1.803677,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,1.986646,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 13406,Male,22.0,1.78,98.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 13407,Male,20.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13408,Male,29.687488,1.682916,89.994415,yes,yes,2.0,3.0,Sometimes,no,1.979848,no,0.94676,0.0,Sometimes,Automobile,Obesity_Type_I 13409,Male,26.0,1.74,75.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 13410,Male,40.466313,1.559005,77.601483,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 13411,Female,17.0,1.73,65.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13412,Male,22.667596,1.718534,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.740633,2.0,Sometimes,Public_Transportation,Overweight_Level_II 13413,Male,33.226808,1.696412,103.572712,yes,yes,2.938616,2.915921,Sometimes,no,1.0,no,0.8554,0.0,no,Public_Transportation,Obesity_Type_II 13414,Male,20.0,1.76,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13415,Female,21.0,1.6,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 13416,Male,21.0,1.72,75.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13417,Female,22.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 13418,Male,26.348156,1.759324,112.879662,yes,yes,1.588782,3.0,Sometimes,no,2.0,no,0.0,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 13419,Female,22.978655,1.694826,114.472641,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,0.180158,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 13420,Male,19.266287,1.507867,79.697278,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.868721,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13421,Female,26.0,1.643017,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.923428,0.194457,Sometimes,Public_Transportation,Obesity_Type_III 13422,Male,33.0,1.9,99.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 13423,Male,30.796262,1.783381,128.867444,yes,yes,2.103335,3.0,Sometimes,yes,1.229915,no,0.989335,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13424,Male,18.0,1.78,108.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_I 13425,Female,18.744914,1.573987,80.091886,yes,yes,2.0,3.0,Sometimes,no,1.833635,no,1.73234,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13426,Female,25.968792,1.628855,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,0.090147,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 13427,Male,23.0,1.7,85.0,yes,yes,3.0,2.977909,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13428,Female,26.0,1.640741,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 13429,Male,22.0,1.74,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13430,Female,23.0,1.816783,86.242679,yes,yes,2.0,2.983297,Sometimes,no,2.041773,no,0.852446,0.0,no,Automobile,Obesity_Type_I 13431,Female,19.993154,1.598612,44.810751,no,no,2.88626,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 13432,Female,18.0,1.6,57.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13433,Female,17.099015,1.556579,44.050251,no,yes,2.0,3.0,Sometimes,no,1.198883,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13434,Female,21.0,1.56,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13435,Male,23.0,1.65,75.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13436,Female,19.0,1.62,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13437,Male,18.0,1.75,80.0,yes,yes,2.0,3.0,Always,no,2.0,yes,2.0,1.0,no,Public_Transportation,Overweight_Level_I 13438,Male,33.0,1.67,75.0,yes,no,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 13439,Female,23.0,1.6,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 13440,Male,19.0,1.75,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13441,Male,19.0,1.75,75.0,no,yes,3.0,3.0,Frequently,yes,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13442,Female,26.0,1.643017,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 13443,Female,21.0,1.72,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13444,Female,25.895546,1.626179,110.074019,yes,yes,3.0,3.0,Sometimes,no,1.967707,no,0.006265,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 13445,Male,18.869151,1.68108,79.621463,yes,yes,2.0,2.9948,Sometimes,no,2.0,no,0.702839,1.40913,no,Public_Transportation,Overweight_Level_II 13446,Female,25.934757,1.623812,110.714711,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,0.097114,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 13447,Female,23.76197,1.69135,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.549617,no,0.334264,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 13448,Male,22.518787,1.848683,121.864326,yes,yes,2.39728,2.036794,Sometimes,no,1.0,no,0.598655,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13449,Female,21.566815,1.746516,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.501647,0.862587,Sometimes,Public_Transportation,Obesity_Type_III 13450,Female,21.131526,1.73581,135.693381,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,1.618512,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 13451,Male,31.56724,1.886109,125.028665,yes,yes,2.499626,3.0,Sometimes,yes,1.527036,no,0.849811,0.417116,Sometimes,Public_Transportation,Obesity_Type_II 13452,Female,18.0,1.84,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13453,Male,21.0,1.75,75.0,no,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 13454,Male,34.288249,1.717037,83.285753,yes,yes,2.0,2.692889,Sometimes,no,2.506296,no,1.0,0.868168,no,Automobile,Overweight_Level_II 13455,Female,25.962949,1.668537,102.305767,yes,yes,3.0,3.0,Sometimes,no,1.144539,no,0.10032,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 13456,Male,19.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13457,Female,23.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13458,Male,23.096353,1.779136,120.151967,yes,yes,2.724285,3.0,Sometimes,no,2.15687,no,0.885633,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13459,Female,18.378203,1.746516,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.564618,0.682128,Sometimes,Public_Transportation,Obesity_Type_III 13460,Female,25.653233,1.622418,104.572712,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.248034,0.432073,Sometimes,Public_Transportation,Obesity_Type_III 13461,Female,18.0,1.56,55.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Automobile,Normal_Weight 13462,Female,26.0,1.741193,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 13463,Male,20.0,1.787052,103.586342,yes,yes,2.0,3.0,Sometimes,no,2.401315,no,2.830911,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13464,Male,29.681308,1.700181,99.204695,yes,yes,2.045027,3.0,Sometimes,no,1.675733,no,1.73234,0.0,Sometimes,Automobile,Overweight_Level_II 13465,Female,21.287999,1.72064,50.173425,yes,yes,2.919584,3.559841,Frequently,no,1.229915,no,0.792929,0.0,no,Public_Transportation,Insufficient_Weight 13466,Male,21.012542,1.615145,68.653347,yes,yes,1.780746,3.737914,no,no,1.827351,no,0.562118,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13467,Female,18.0,1.6,56.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13468,Female,21.0,1.59,48.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 13469,Female,22.771612,1.637524,82.207978,yes,yes,2.0,3.0,Sometimes,no,2.793505,no,0.6081,1.839862,no,Public_Transportation,Obesity_Type_I 13470,Female,21.0,1.67,68.0,yes,no,3.0,4.0,Always,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13471,Female,25.493586,1.678658,110.919646,yes,yes,3.0,3.0,Sometimes,no,1.197667,no,0.902661,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 13472,Female,20.491475,1.533364,67.083121,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.944982,1.0,no,Public_Transportation,Overweight_Level_II 13473,Male,26.358919,1.829971,113.15464,yes,yes,1.99953,3.0,Sometimes,no,2.147746,no,0.932783,0.0,Sometimes,Automobile,Obesity_Type_II 13474,Female,25.96701,1.62414,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.050564,no,0.03465,0.467048,Sometimes,Public_Transportation,Obesity_Type_III 13475,Female,40.821515,1.567973,80.379575,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 13476,Female,16.913841,1.634832,67.140367,yes,yes,1.443674,3.0,Sometimes,no,1.440526,yes,0.912334,1.727828,Sometimes,Public_Transportation,Overweight_Level_I 13477,Male,30.711381,1.757132,120.998266,yes,yes,2.636719,3.0,Sometimes,no,2.976177,no,0.87967,0.076693,Sometimes,Automobile,Obesity_Type_II 13478,Female,26.0,1.638744,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 13479,Male,50.0,1.72,80.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13480,Female,19.0,1.758628,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,yes,0.788585,0.64676,Sometimes,Public_Transportation,Overweight_Level_II 13481,Male,26.490926,1.874519,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.640483,no,0.976425,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13482,Male,16.0,1.83,85.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13483,Male,23.32471,1.773664,116.160329,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13484,Male,38.523646,1.803207,118.332689,yes,yes,2.315932,2.937607,Sometimes,no,1.94609,no,1.91108,0.0,Sometimes,Automobile,Obesity_Type_I 13485,Female,18.0,1.72,72.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_II 13486,Female,26.0,1.641132,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 13487,Female,29.0,1.6,78.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13488,Female,43.591999,1.569234,77.354744,yes,yes,2.0,3.0,Sometimes,no,2.090413,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13489,Female,26.0,1.600905,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 13490,Male,30.403205,1.717262,84.783756,yes,yes,2.954996,3.0,Sometimes,no,2.204263,no,2.306844,1.443328,Sometimes,Automobile,Overweight_Level_II 13491,Female,21.0,1.6,68.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13492,Male,21.81119,1.709484,75.410647,yes,yes,2.720701,3.0,Sometimes,no,2.371015,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13493,Male,31.426573,1.752755,118.03449,yes,yes,2.759286,2.326233,Sometimes,yes,2.001936,no,0.835271,1.426103,Sometimes,Automobile,Obesity_Type_II 13494,Female,22.0,1.62,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13495,Female,26.0,1.643111,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 13496,Male,18.0,1.814696,108.204547,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.880584,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13497,Male,25.0,1.7,68.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 13498,Male,21.566815,1.80733,75.150345,yes,yes,2.929889,3.0,Sometimes,no,1.835545,no,0.742113,0.880414,Sometimes,Public_Transportation,Overweight_Level_I 13499,Male,19.0,1.62,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 13500,Male,34.576714,1.723072,84.729197,yes,yes,2.0,2.693646,Sometimes,no,2.0,no,0.897702,0.0,Sometimes,Automobile,Overweight_Level_II 13501,Male,33.182127,1.721854,83.986714,yes,yes,3.0,1.820779,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 13502,Female,17.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13503,Female,26.0,1.621233,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.712726,0.42954,Sometimes,Public_Transportation,Obesity_Type_III 13504,Female,21.0,1.72,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 13505,Female,18.0,1.65,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 13506,Female,18.0,1.605521,68.392133,yes,yes,2.0,1.226342,Sometimes,no,2.0,no,2.892922,0.0,no,Public_Transportation,Overweight_Level_I 13507,Female,25.956297,1.62456,110.10589,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.011161,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 13508,Male,23.712641,1.849998,117.29188,yes,yes,3.0,3.0,Sometimes,no,2.099863,no,1.866839,0.143466,Sometimes,Public_Transportation,Obesity_Type_II 13509,Female,26.0,1.627812,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 13510,Female,20.0,1.55,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13511,Female,18.0,1.65,60.0,yes,yes,3.0,4.0,Frequently,no,1.0,no,3.0,2.0,no,Automobile,Normal_Weight 13512,Male,23.0,1.65,80.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13513,Female,22.676243,1.655646,122.333425,yes,yes,3.0,3.0,Sometimes,no,1.549931,no,0.0,0.40699,Sometimes,Public_Transportation,Obesity_Type_III 13514,Male,22.0,1.77,66.5,yes,yes,3.0,1.0,Sometimes,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13515,Male,17.971786,1.752391,85.0,yes,yes,1.936479,3.390143,Sometimes,no,2.0,no,1.0,0.939665,Sometimes,Public_Transportation,Overweight_Level_II 13516,Male,31.783524,1.851123,120.998266,yes,yes,2.938616,3.0,Sometimes,no,2.939492,no,1.723934,0.739684,Sometimes,Automobile,Obesity_Type_II 13517,Female,27.93982,1.610863,49.516027,yes,yes,2.059138,3.904858,Frequently,no,2.0,no,0.821977,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13518,Male,45.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13519,Male,25.058566,1.755978,113.234349,yes,yes,1.517912,3.0,Sometimes,no,2.038958,no,1.590255,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 13520,Female,23.0,1.61,64.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13521,Female,21.125836,1.673333,80.993373,yes,yes,2.0,1.411808,Sometimes,no,2.721356,no,2.878414,1.094941,no,Public_Transportation,Overweight_Level_II 13522,Female,26.0,1.629491,105.036075,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 13523,Female,33.0,1.59,77.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 13524,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13525,Male,18.0,1.72,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 13526,Male,17.0,1.88,58.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 13527,Male,31.386405,1.877732,120.209711,yes,yes,2.57691,3.0,Sometimes,no,2.094901,no,1.076248,0.0,Sometimes,Automobile,Obesity_Type_II 13528,Female,33.749594,1.699568,74.803157,yes,yes,2.253371,3.0,Sometimes,no,1.0,no,0.987591,0.0,Sometimes,Automobile,Overweight_Level_I 13529,Male,24.184891,1.723191,85.568385,yes,yes,1.562804,3.0,Sometimes,no,2.87781,no,1.077469,0.429081,Sometimes,Public_Transportation,Overweight_Level_II 13530,Female,19.0,1.52,42.0,no,no,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13531,Male,17.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13532,Female,22.875223,1.632605,82.0,yes,yes,1.362441,1.0,Sometimes,no,2.0,no,0.0,1.269982,Sometimes,Public_Transportation,Obesity_Type_I 13533,Female,23.0,1.682253,83.014033,yes,yes,2.0,3.0,Sometimes,no,2.60669,no,0.172546,0.0,no,Public_Transportation,Overweight_Level_II 13534,Male,34.243146,1.769269,84.340406,yes,yes,2.0,2.716106,Sometimes,no,2.081005,no,1.0,0.075823,Sometimes,Automobile,Overweight_Level_II 13535,Male,34.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13536,Male,21.951309,1.753327,88.03748,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.271667,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13537,Male,24.002404,1.609401,100.624553,yes,yes,2.00876,1.0,Sometimes,no,1.0,no,0.057758,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13538,Female,21.28253,1.748106,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.408177,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 13539,Male,24.739421,1.885543,121.248035,yes,yes,3.0,2.695396,Sometimes,no,2.627569,no,0.712726,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13540,Female,26.0,1.640535,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 13541,Male,23.0,1.68,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 13542,Male,34.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 13543,Female,22.025438,1.622297,82.040318,yes,yes,1.164062,1.0,Sometimes,no,2.802498,no,0.0,1.281141,Sometimes,Public_Transportation,Obesity_Type_I 13544,Male,30.315784,1.876898,128.261402,yes,yes,2.57691,3.0,Sometimes,no,1.579207,no,0.943266,1.581703,Sometimes,Public_Transportation,Obesity_Type_II 13545,Male,19.0,1.7,69.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 13546,Male,17.065445,1.848683,59.20945,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 13547,Male,23.0,1.6,84.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 13548,Female,21.938831,1.735659,44.236067,no,yes,2.598051,3.0,Frequently,no,2.939847,yes,0.107078,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13549,Male,20.0,1.82,50.0,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13550,Female,25.783865,1.62456,110.21734,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.025787,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 13551,Female,18.0,1.75,52.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 13552,Male,23.0,1.67,64.0,no,yes,2.0,4.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13553,Male,23.454558,1.755938,117.468516,yes,yes,1.537505,3.0,Sometimes,no,2.0,no,1.818052,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 13554,Male,39.12631,1.755938,119.201465,yes,yes,2.96008,2.720642,Sometimes,no,1.868349,no,0.390937,0.0,Sometimes,Automobile,Obesity_Type_II 13555,Male,21.0,1.74,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 13556,Male,17.08525,1.7,55.700497,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.94141,1.0,no,Automobile,Insufficient_Weight 13557,Male,22.867719,1.688025,82.039,yes,yes,1.851262,1.418985,Sometimes,no,2.64548,no,0.0,0.805008,no,Public_Transportation,Obesity_Type_I 13558,Female,18.0,1.6,45.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 13559,Male,21.0,1.79,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13560,Male,19.0,1.87,71.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13561,Female,23.0,1.55,51.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13562,Female,21.016665,1.738836,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.68249,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 13563,Female,20.0,1.59,64.0,yes,yes,3.0,3.0,Always,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13564,Male,18.0,1.741608,53.699561,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 13565,Female,33.732714,1.732862,74.244004,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.390937,0.0,Sometimes,Automobile,Overweight_Level_II 13566,Female,18.0,1.56,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13567,Female,18.0,1.642506,62.211572,no,yes,2.689929,1.717608,Sometimes,no,1.964435,yes,0.261274,1.612466,Sometimes,Public_Transportation,Overweight_Level_I 13568,Female,26.0,1.631662,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 13569,Male,23.0,1.72,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13570,Male,23.603191,1.840039,91.495718,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.797215,Sometimes,Public_Transportation,Overweight_Level_II 13571,Female,21.772251,1.505387,63.611109,yes,no,2.869778,3.156309,Sometimes,no,1.873591,no,1.96582,0.015467,Sometimes,Public_Transportation,Overweight_Level_I 13572,Female,17.0,1.67,56.0,yes,yes,1.0,3.0,Always,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 13573,Male,18.0,1.8,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13574,Male,21.0,1.65,98.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 13575,Male,23.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13576,Male,25.140074,1.828391,120.996074,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.113169,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 13577,Female,18.0,1.66,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 13578,Male,21.566815,1.792527,106.421042,yes,yes,2.541785,3.0,Sometimes,no,2.474132,no,0.921268,0.097234,Sometimes,Public_Transportation,Obesity_Type_I 13579,Male,24.565628,1.849307,121.284533,yes,yes,2.654076,2.574108,Sometimes,no,2.357978,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13580,Female,18.0,1.64,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13581,Male,23.0,1.76,76.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13582,Male,35.322112,1.824432,105.138073,yes,yes,2.0,2.049908,Sometimes,no,2.166024,no,0.0,0.453404,Sometimes,Automobile,Obesity_Type_I 13583,Male,24.001889,1.605314,64.696248,yes,yes,3.0,3.0,Sometimes,no,2.973729,no,0.0,0.001716,Sometimes,Public_Transportation,Overweight_Level_I 13584,Female,18.871794,1.7,50.0,no,yes,2.927409,3.648194,Sometimes,no,1.0,yes,1.851404,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13585,Female,34.369686,1.66913,77.205685,yes,yes,2.0,2.993623,Sometimes,no,2.122884,no,0.966617,0.0,no,Automobile,Obesity_Type_I 13586,Male,17.764764,1.78656,58.854416,no,yes,2.71897,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 13587,Male,34.647036,1.75,118.102897,yes,yes,2.736647,3.0,Sometimes,no,1.957871,no,1.224743,0.0,Sometimes,Automobile,Obesity_Type_II 13588,Female,18.91505,1.579561,41.890204,no,yes,2.962415,3.0,Sometimes,no,1.842173,no,0.0,1.679149,Sometimes,Public_Transportation,Insufficient_Weight 13589,Female,26.0,1.641098,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 13590,Male,18.0,1.79,66.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13591,Male,22.906342,1.75376,52.058335,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.027433,1.525597,Sometimes,Public_Transportation,Insufficient_Weight 13592,Female,25.907833,1.600905,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.347559,no,0.04729,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 13593,Male,21.700748,1.784555,106.49141,yes,yes,2.0,3.0,Sometimes,no,2.868679,no,1.170823,0.0,no,Public_Transportation,Obesity_Type_I 13594,Male,22.177099,1.84342,122.119682,yes,yes,3.0,3.0,Sometimes,no,1.955053,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13595,Female,21.0,1.55,56.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13596,Female,18.0,1.59,47.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13597,Male,18.0,1.85,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13598,Male,23.254934,1.87407,121.421121,yes,yes,2.0,2.696051,Sometimes,no,2.155558,no,1.266866,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13599,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 13600,Male,21.00829,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.699971,no,1.73209,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13601,Male,18.0,1.843172,51.457226,yes,yes,2.0,3.0,Sometimes,no,1.796257,no,2.21722,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13602,Female,21.0,1.52906,63.320629,no,yes,2.0,1.0,Sometimes,no,1.636326,no,0.0,0.36216,Sometimes,Public_Transportation,Overweight_Level_I 13603,Male,24.201622,1.792527,118.565568,yes,yes,1.469384,2.954446,Sometimes,no,2.31083,no,1.082236,0.36037,Sometimes,Public_Transportation,Obesity_Type_II 13604,Male,21.0,1.65,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13605,Male,28.255199,1.819557,97.959899,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.096556,1.011983,no,Walking,Overweight_Level_II 13606,Male,24.362124,1.733439,84.773349,yes,yes,2.0,3.0,Sometimes,no,2.122884,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13607,Female,26.0,1.634894,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,1.982541,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 13608,Female,18.94093,1.792378,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.999631,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 13609,Male,31.190219,1.825718,127.507411,yes,yes,3.0,3.0,Sometimes,yes,1.486824,no,1.950374,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13610,Female,26.0,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 13611,Female,23.0,1.59,50.0,yes,no,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 13612,Male,27.757187,1.824655,99.204695,yes,yes,2.795086,1.773916,Sometimes,no,2.795752,no,1.736538,0.0,Sometimes,Automobile,Overweight_Level_II 13613,Female,35.217173,1.673491,73.713611,yes,yes,2.0,2.692889,Sometimes,no,1.959777,no,0.0,0.9976,no,Automobile,Overweight_Level_II 13614,Male,37.063599,1.679299,90.0,yes,yes,2.0,3.0,Sometimes,no,2.884033,no,0.1768,0.0,Sometimes,Automobile,Obesity_Type_I 13615,Female,22.828435,1.730199,75.057177,yes,yes,2.0,3.0,Sometimes,no,2.874336,no,0.783676,0.636289,Sometimes,Public_Transportation,Overweight_Level_I 13616,Male,18.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13617,Male,18.274358,1.807538,104.592372,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.736032,2.0,no,Public_Transportation,Obesity_Type_I 13618,Male,22.719385,1.86714,121.065052,yes,yes,2.939727,2.961113,Sometimes,no,2.715572,no,1.683497,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13619,Male,30.899219,1.909639,129.013178,yes,yes,2.992205,3.0,Sometimes,no,2.387945,no,1.392026,0.990741,Sometimes,Public_Transportation,Obesity_Type_II 13620,Male,25.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13621,Female,26.0,1.532322,72.713611,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 13622,Male,18.0,1.77,66.0,no,no,2.0,3.0,Frequently,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13623,Male,21.403421,1.741377,96.875502,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13624,Male,23.0,1.74,96.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Obesity_Type_I 13625,Female,22.857123,1.62826,82.967937,yes,yes,2.060922,1.0,Sometimes,no,2.265727,no,0.110887,0.315595,no,Public_Transportation,Obesity_Type_I 13626,Female,25.314589,1.639251,109.889334,yes,yes,3.0,3.0,Sometimes,no,1.61837,no,0.01437,0.081929,Sometimes,Public_Transportation,Obesity_Type_III 13627,Male,28.977792,1.719342,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.73216,Sometimes,Automobile,Overweight_Level_II 13628,Female,29.463168,1.659877,77.033049,yes,no,2.0,3.0,Sometimes,no,1.281683,no,1.072318,1.102897,no,Automobile,Overweight_Level_II 13629,Male,22.735328,1.819557,121.277832,yes,yes,2.262292,3.0,Sometimes,no,2.417122,no,0.815509,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13630,Male,30.577944,1.824655,120.209711,yes,yes,2.252472,3.0,Sometimes,no,2.416213,no,1.016042,0.0,Sometimes,Automobile,Obesity_Type_II 13631,Female,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13632,Male,18.0,1.76,55.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13633,Male,22.944349,1.717432,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.77795,Sometimes,Public_Transportation,Overweight_Level_I 13634,Female,18.0,1.6,45.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13635,Female,19.0,1.63,63.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13636,Female,17.0,1.6,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 13637,Male,22.176922,1.668553,94.454394,yes,yes,2.0,2.968098,Sometimes,no,1.251715,no,0.0,1.80931,no,Public_Transportation,Obesity_Type_I 13638,Female,19.0,1.5,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13639,Male,17.099015,1.705682,50.0,yes,yes,1.889883,1.473088,Sometimes,no,2.0,no,1.944728,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13640,Female,20.81158,1.652202,80.0,yes,yes,2.0,2.622055,Sometimes,no,2.0,no,0.976211,1.256119,no,Public_Transportation,Overweight_Level_II 13641,Male,23.454558,1.87034,121.458232,yes,yes,2.630137,2.625475,Sometimes,no,2.837797,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13642,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 13643,Female,20.0,1.64,49.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13644,Female,20.217015,1.682594,125.418548,yes,yes,3.0,3.0,Sometimes,no,1.490613,no,0.58216,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 13645,Male,23.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13646,Male,32.997118,1.78,102.093223,yes,yes,2.55996,2.581015,Sometimes,no,1.962646,no,1.981154,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13647,Male,18.0,1.82,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13648,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13649,Female,20.924808,1.724268,44.641796,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13650,Female,21.0,1.559499,77.601483,yes,no,2.642748,3.0,Sometimes,no,1.636326,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13651,Male,20.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,yes,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 13652,Male,23.0,1.7,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13653,Male,28.493397,1.830596,109.908779,yes,yes,2.743277,3.0,Sometimes,no,1.438398,no,1.067817,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13654,Female,20.952737,1.801746,121.658729,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,0.906843,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 13655,Female,26.0,1.633195,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 13656,Female,17.0,1.7,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 13657,Male,22.77789,1.849601,121.142535,yes,yes,2.795086,2.99321,Sometimes,no,1.081333,no,0.889963,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13658,Male,21.0,1.74,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13659,Male,25.653233,1.755333,114.133149,yes,yes,2.967853,3.0,Sometimes,no,1.723372,no,1.612741,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 13660,Male,18.068767,1.754439,112.098616,yes,yes,1.851262,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 13661,Male,19.0,1.755938,53.699561,yes,yes,2.403421,3.891994,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 13662,Female,26.0,1.624099,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 13663,Female,19.058511,1.632605,78.055968,yes,no,2.923916,1.555557,Sometimes,no,2.930138,no,0.0,0.620465,no,Public_Transportation,Overweight_Level_II 13664,Male,23.426036,1.859056,121.205171,yes,yes,2.156065,2.475228,Sometimes,no,2.15157,no,0.902776,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13665,Male,18.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 13666,Male,27.635029,1.82559,121.889803,yes,yes,2.490776,3.0,Sometimes,no,2.939492,no,1.940182,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13667,Male,17.377131,1.811238,58.83071,yes,yes,2.679664,3.0,Sometimes,no,2.0,no,2.0,0.930051,Sometimes,Automobile,Insufficient_Weight 13668,Female,19.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13669,Female,23.252457,1.710616,75.970712,yes,yes,2.293705,3.0,Sometimes,no,2.816015,no,0.981686,1.944177,Sometimes,Public_Transportation,Overweight_Level_I 13670,Female,23.0,1.6,65.0,yes,no,3.0,1.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13671,Male,22.927011,1.872517,121.889803,yes,yes,2.630137,2.992083,Sometimes,no,1.279756,no,1.333435,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13672,Male,33.0,1.7,83.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 13673,Male,28.986237,1.722785,107.10819,yes,yes,2.475892,3.0,Sometimes,no,1.0,no,0.958555,0.0,Sometimes,Automobile,Obesity_Type_II 13674,Female,20.0,1.5,50.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13675,Female,23.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13676,Male,23.411141,1.666194,119.192922,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.941424,0.452986,Sometimes,Automobile,Obesity_Type_II 13677,Male,27.0,1.76,79.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_I 13678,Female,18.871794,1.565366,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.654316,1.0,no,Public_Transportation,Obesity_Type_I 13679,Male,16.0,1.69,64.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13680,Female,21.051982,1.749118,133.573787,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.564618,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 13681,Female,26.0,1.641849,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.248218,Sometimes,Public_Transportation,Obesity_Type_III 13682,Female,36.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 13683,Male,23.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 13684,Male,22.846357,1.848553,121.639178,yes,yes,3.0,3.0,Sometimes,no,1.722063,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13685,Female,26.0,1.644199,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 13686,Female,34.389679,1.559499,79.760922,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.268801,0.0,Sometimes,Automobile,Overweight_Level_I 13687,Male,17.0,1.82,91.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13688,Female,21.379676,1.600184,70.0,no,yes,2.0,1.0,no,no,1.622638,no,0.236168,0.087922,Sometimes,Public_Transportation,Overweight_Level_I 13689,Female,25.0,1.6,55.0,no,no,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 13690,Male,23.170309,1.700181,75.0522,yes,yes,2.153639,3.563744,Sometimes,no,2.197732,no,1.166064,1.413375,Sometimes,Public_Transportation,Overweight_Level_I 13691,Male,22.0,1.78,78.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 13692,Male,23.0,1.88,71.0,yes,no,2.0,4.0,Frequently,no,2.0,no,3.0,2.0,no,Automobile,Normal_Weight 13693,Female,39.214514,1.584782,80.0,yes,yes,2.0,3.0,Sometimes,no,1.459511,no,0.0,0.0,no,Automobile,Obesity_Type_I 13694,Female,25.920738,1.722396,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.773236,no,0.045246,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 13695,Female,25.919241,1.655413,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.162083,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 13696,Female,26.0,1.602025,105.448264,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 13697,Female,23.0,1.6,58.5,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13698,Male,18.0,1.823168,86.0805,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 13699,Female,23.0,1.617192,83.1011,yes,yes,2.031185,1.0,Sometimes,no,2.839319,no,0.886448,0.773087,no,Public_Transportation,Obesity_Type_I 13700,Male,30.717727,1.695347,103.017623,yes,yes,2.9673,2.975362,Sometimes,no,1.515183,no,1.600536,0.838947,no,Public_Transportation,Obesity_Type_II 13701,Female,26.0,1.641098,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 13702,Female,21.768153,1.746411,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.318743,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 13703,Male,31.386405,1.787379,112.277567,yes,yes,2.21965,3.0,Sometimes,no,2.092326,no,0.0,0.062167,Sometimes,Automobile,Obesity_Type_II 13704,Female,18.826782,1.719365,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.427037,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 13705,Male,20.394082,1.782722,105.000789,yes,yes,2.0,3.0,Sometimes,no,2.436097,no,0.0,1.882539,Sometimes,Public_Transportation,Obesity_Type_I 13706,Male,23.94003,1.829239,119.087557,yes,yes,2.86099,2.52751,Sometimes,no,2.0,no,1.217993,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13707,Female,19.329542,1.602082,45.0,no,no,3.0,3.0,Frequently,no,2.247979,yes,1.230219,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13708,Female,23.0,1.63,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 13709,Female,26.0,1.633945,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 13710,Female,17.908114,1.7,50.0,no,yes,2.927218,3.0,Sometimes,no,1.0,no,0.826609,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13711,Female,16.0,1.57,50.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 13712,Male,18.0,1.813678,108.934574,yes,yes,2.0,3.0,Sometimes,no,2.977516,no,0.0,1.423877,no,Public_Transportation,Obesity_Type_I 13713,Female,26.0,1.618573,109.910012,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,0.0,0.474636,Sometimes,Public_Transportation,Obesity_Type_III 13714,Female,26.0,1.643786,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.463196,Sometimes,Public_Transportation,Obesity_Type_III 13715,Female,21.207423,1.747739,50.0,no,yes,2.332074,3.471536,Frequently,no,2.453384,no,1.586525,0.0,no,Public_Transportation,Insufficient_Weight 13716,Female,17.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13717,Male,23.0,1.74,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13718,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13719,Female,16.30687,1.716691,50.0,no,yes,2.206119,3.715118,Frequently,no,1.394883,no,0.935217,0.868788,Sometimes,Public_Transportation,Insufficient_Weight 13720,Female,23.0,1.58,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Overweight_Level_I 13721,Female,26.0,1.62495,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.653425,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 13722,Female,21.856301,1.749118,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.813318,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 13723,Male,21.356288,1.8,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.356288,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13724,Female,38.0,1.54,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 13725,Male,17.0,1.8,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 13726,Male,18.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13727,Female,26.0,1.652674,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 13728,Female,26.0,1.622703,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 13729,Female,18.0,1.67,60.0,yes,yes,2.0,4.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 13730,Male,19.0,1.79,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 13731,Female,26.0,1.644199,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 13732,Female,21.635977,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,1.600431,0.905181,Sometimes,Public_Transportation,Obesity_Type_III 13733,Female,25.920738,1.568543,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.043412,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 13734,Female,19.0,1.56,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13735,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 13736,Male,25.191627,1.809251,105.407313,yes,yes,2.205439,3.0,Sometimes,no,2.331123,no,0.07115,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13737,Female,21.0,1.52,42.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 13738,Female,27.0,1.58,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13739,Male,21.0,1.62,69.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13740,Male,30.200946,1.908779,129.013178,yes,yes,2.921576,3.0,Sometimes,no,1.145761,no,1.003294,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13741,Female,22.591026,1.65,49.803921,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 13742,Male,24.149036,1.755467,114.133149,yes,yes,1.475906,3.0,Sometimes,no,2.011023,no,1.655488,0.072264,Sometimes,Public_Transportation,Obesity_Type_II 13743,Female,21.996118,1.65,78.055968,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.408442,1.0,no,Public_Transportation,Overweight_Level_II 13744,Male,18.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 13745,Male,20.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13746,Male,18.0,1.763029,112.010504,yes,yes,3.0,3.0,Sometimes,no,1.131185,no,0.690269,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13747,Female,19.726522,1.755978,49.699672,yes,yes,2.661556,3.891994,Frequently,no,1.846626,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13748,Female,19.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 13749,Female,23.035829,1.527133,41.220175,no,no,2.658112,1.477581,Frequently,no,1.246822,no,0.520408,0.76399,Sometimes,Public_Transportation,Insufficient_Weight 13750,Female,21.0,1.53,65.0,no,yes,2.0,1.0,Sometimes,yes,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13751,Female,21.0,1.6,48.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13752,Male,24.82929,1.703098,100.624553,yes,yes,2.252653,1.193729,Sometimes,no,1.0,no,0.92635,0.0,no,Public_Transportation,Obesity_Type_II 13753,Male,21.0,1.72,75.0,no,yes,2.0,3.0,Frequently,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13754,Male,33.0,1.69,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 13755,Female,21.0,1.56,52.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13756,Female,23.365041,1.744319,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.231031,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 13757,Male,33.0,1.85,85.5,no,no,2.0,1.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 13758,Male,33.0,1.7,83.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Walking,Overweight_Level_II 13759,Male,18.0,1.802257,108.742005,yes,yes,2.067817,3.0,Sometimes,no,2.497065,no,1.0,1.344072,no,Public_Transportation,Obesity_Type_I 13760,Female,17.971574,1.603091,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,0.554323,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13761,Female,16.240576,1.59559,43.919835,no,yes,2.57649,3.0,no,no,2.721689,no,0.0,1.944177,no,Public_Transportation,Normal_Weight 13762,Female,23.0,1.58,47.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13763,Male,22.758998,1.815514,121.737836,yes,yes,2.819934,3.0,Sometimes,no,1.226764,no,1.352973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13764,Male,24.178638,1.755938,119.081804,yes,yes,2.723953,2.992903,Sometimes,no,2.194746,no,1.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13765,Male,18.0,1.87,86.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13766,Female,26.0,1.62456,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 13767,Female,25.96701,1.603404,104.759643,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.085119,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 13768,Male,30.605225,1.76569,120.0,yes,yes,2.939727,3.0,Sometimes,no,3.0,no,1.079934,1.444532,Sometimes,Public_Transportation,Obesity_Type_II 13769,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13770,Female,30.0,1.66,125.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 13771,Male,30.475248,1.775416,120.775439,yes,yes,2.636719,3.0,Sometimes,no,2.531456,no,0.925941,0.357314,Sometimes,Automobile,Obesity_Type_II 13772,Female,38.939448,1.523426,80.0,yes,yes,2.0,3.0,Sometimes,no,1.796267,no,1.94907,0.0,Sometimes,Automobile,Overweight_Level_II 13773,Female,19.0,1.54,41.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13774,Male,30.79626,1.65782,118.40174,yes,yes,1.84199,3.0,Sometimes,no,2.147746,no,0.658894,0.0,Sometimes,Automobile,Obesity_Type_II 13775,Female,37.974483,1.542122,77.431678,yes,yes,2.020785,2.463113,Sometimes,no,1.508908,no,0.732276,0.0,Sometimes,Automobile,Obesity_Type_II 13776,Female,21.016665,1.73581,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,1.538922,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 13777,Male,31.315593,1.780846,86.639861,yes,yes,2.801514,3.0,Sometimes,no,2.35818,no,0.0,0.001096,Sometimes,Automobile,Overweight_Level_I 13778,Female,26.0,1.652971,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 13779,Male,33.0,1.75,85.0,no,no,2.0,3.0,Sometimes,no,3.0,yes,0.0,2.0,no,Automobile,Overweight_Level_II 13780,Male,21.125836,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.70825,1.0,no,Public_Transportation,Overweight_Level_II 13781,Female,21.0,1.65,65.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13782,Male,55.0,1.65,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 13783,Male,23.0,1.784555,105.055686,yes,yes,2.954996,3.0,Sometimes,no,2.868132,no,2.236586,0.534769,Sometimes,Public_Transportation,Obesity_Type_I 13784,Male,28.151905,1.777251,97.582959,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.990317,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13785,Male,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Bike,Overweight_Level_II 13786,Male,19.755797,1.811602,63.856193,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.109327,0.363549,Sometimes,Automobile,Insufficient_Weight 13787,Female,18.0,1.65,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13788,Male,20.0,1.69,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13789,Female,41.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 13790,Female,21.741442,1.670552,49.804245,yes,no,2.724285,3.0,Frequently,no,2.654702,no,0.630944,1.0,no,Public_Transportation,Insufficient_Weight 13791,Male,55.0,1.8,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 13792,Male,23.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13793,Male,24.565628,1.836592,117.57457,yes,yes,1.967061,2.218285,Sometimes,no,2.364498,no,1.144683,0.469735,Sometimes,Public_Transportation,Obesity_Type_II 13794,Male,25.291974,1.859717,112.10074,yes,yes,1.387489,3.0,Sometimes,no,2.017712,no,1.144876,0.731257,Sometimes,Public_Transportation,Obesity_Type_II 13795,Female,17.420269,1.755333,54.98234,yes,yes,3.0,3.762778,Frequently,no,2.413813,no,2.685087,1.0,no,Public_Transportation,Insufficient_Weight 13796,Male,21.6548,1.755938,116.311962,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.689525,0.676557,Sometimes,Public_Transportation,Obesity_Type_II 13797,Female,28.825223,1.549748,65.220249,yes,no,2.0,3.0,Sometimes,no,1.984323,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13798,Male,23.826684,1.773521,121.205171,yes,yes,2.668949,2.999346,Sometimes,no,3.0,no,0.428173,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13799,Female,18.83919,1.756774,79.697278,yes,yes,2.0,2.679724,Sometimes,no,1.0,no,0.0,0.522259,no,Public_Transportation,Overweight_Level_II 13800,Male,18.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 13801,Male,19.0,1.8,87.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 13802,Male,23.260061,1.755938,119.201465,yes,yes,2.357496,3.0,Sometimes,no,2.15687,no,1.076729,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13803,Female,23.0,1.76,50.0,no,no,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 13804,Female,26.0,1.639524,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 13805,Female,21.772251,1.730182,132.904884,yes,yes,3.0,3.0,Sometimes,no,1.817899,no,1.577824,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 13806,Female,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13807,Male,17.362129,1.836669,58.325122,yes,yes,2.524428,4.0,Sometimes,no,2.0,no,2.0,0.961806,no,Automobile,Insufficient_Weight 13808,Male,22.977357,1.769328,81.650778,yes,yes,2.0,2.961113,Sometimes,no,1.675733,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13809,Female,18.335019,1.763465,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.505775,0.863513,Sometimes,Public_Transportation,Obesity_Type_III 13810,Male,30.711381,1.712473,75.0,yes,yes,2.872121,2.977909,Sometimes,no,1.362642,no,0.726032,0.0,Sometimes,Automobile,Overweight_Level_I 13811,Female,18.0,1.685633,51.524444,no,yes,2.890535,3.0,Frequently,no,2.0,no,0.740633,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13812,Male,30.605225,1.76569,118.560509,yes,yes,2.252653,3.0,Sometimes,no,2.067741,no,0.114698,0.0,Sometimes,Automobile,Obesity_Type_II 13813,Male,23.0,1.83,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 13814,Female,25.486521,1.681021,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.515183,no,0.129178,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 13815,Female,23.0,1.64,53.0,no,no,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13816,Female,26.0,1.699568,110.074946,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 13817,Male,27.266287,1.814255,120.805868,yes,yes,2.05687,3.0,Sometimes,no,2.357978,no,1.144076,0.838957,Sometimes,Public_Transportation,Obesity_Type_II 13818,Female,37.063599,1.573816,76.65949,yes,yes,2.0,3.0,Sometimes,no,1.01378,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 13819,Male,22.538932,1.799779,96.738014,yes,yes,2.37464,3.0,Sometimes,no,2.041462,no,2.392047,1.425903,no,Public_Transportation,Obesity_Type_I 13820,Female,19.434709,1.538398,42.0,no,yes,2.85916,3.092116,Frequently,no,1.0,no,1.727114,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13821,Female,19.706551,1.562724,41.706283,no,no,2.707666,3.0,Frequently,no,1.970622,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13822,Female,20.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 13823,Female,22.754646,1.633794,82.52724,yes,yes,2.784471,2.977909,Sometimes,no,2.77962,no,1.0,1.35537,Sometimes,Public_Transportation,Obesity_Type_I 13824,Male,22.591026,1.751278,87.676154,yes,yes,2.0,3.0,Sometimes,no,2.157395,no,2.64102,0.0,no,Public_Transportation,Obesity_Type_I 13825,Male,18.0,1.8,87.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 13826,Male,21.012569,1.697421,100.431625,yes,yes,2.0,1.627555,Sometimes,no,1.0,no,1.0,0.460866,Sometimes,Public_Transportation,Obesity_Type_I 13827,Female,22.935612,1.741192,42.0,yes,yes,3.0,1.0,Frequently,no,1.249307,no,0.926201,0.0,no,Public_Transportation,Insufficient_Weight 13828,Female,18.0,1.6,60.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13829,Female,18.233541,1.73945,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.097905,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 13830,Male,18.0,1.84342,52.629374,no,yes,3.0,3.0,Sometimes,no,2.099863,no,0.0,1.59257,Sometimes,Public_Transportation,Insufficient_Weight 13831,Male,31.62638,1.703317,101.626189,yes,yes,2.85916,2.625475,Sometimes,no,1.0,no,1.999773,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13832,Male,31.36347,1.817641,119.373019,yes,yes,2.938616,3.0,Sometimes,no,1.622214,no,1.866839,0.921991,Sometimes,Public_Transportation,Obesity_Type_II 13833,Male,23.664709,1.869323,121.82962,yes,yes,3.0,2.625475,Sometimes,no,1.842173,no,1.352663,0.014885,Sometimes,Public_Transportation,Obesity_Type_II 13834,Female,19.007177,1.753578,79.661693,yes,no,1.904732,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13835,Female,19.637947,1.747714,128.148108,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.485322,0.858392,Sometimes,Public_Transportation,Obesity_Type_III 13836,Female,19.717249,1.53161,42.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.663896,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13837,Male,29.721964,1.910987,129.991623,yes,yes,2.195964,3.0,Sometimes,no,1.509734,no,0.987521,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13838,Male,25.036269,1.757154,112.089022,yes,yes,1.108663,3.0,Sometimes,no,2.0,no,1.543961,1.09838,Sometimes,Public_Transportation,Obesity_Type_II 13839,Male,22.0,1.65,95.0,yes,yes,1.0,3.0,Always,no,2.0,no,0.0,1.0,no,Walking,Obesity_Type_I 13840,Male,23.0,1.73,95.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 13841,Male,28.992809,1.780503,104.187314,yes,yes,2.576449,2.57038,Sometimes,no,1.40077,no,1.00183,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13842,Female,27.0,1.677573,77.493596,yes,yes,3.0,3.0,Sometimes,no,1.968011,no,0.908981,0.753077,Sometimes,Public_Transportation,Overweight_Level_II 13843,Female,21.02497,1.73581,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,1.645532,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 13844,Female,16.496978,1.691206,82.0,yes,yes,2.66889,1.680838,Sometimes,no,1.876915,no,0.130417,1.796136,Sometimes,Public_Transportation,Obesity_Type_I 13845,Female,25.0,1.65,66.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 13846,Female,21.0,1.67,64.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 13847,Male,18.525525,1.787379,50.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13848,Female,37.496175,1.589027,80.0,yes,yes,2.033745,3.0,Sometimes,no,1.517215,no,0.359134,0.0,Sometimes,Automobile,Obesity_Type_I 13849,Female,25.994949,1.611,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,0.043101,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 13850,Male,27.0,1.8,90.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Walking,Overweight_Level_II 13851,Female,26.0,1.642572,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 13852,Male,32.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Automobile,Overweight_Level_II 13853,Female,22.0,1.65,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 13854,Female,26.0,1.632983,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 13855,Female,21.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13856,Female,22.0,1.55,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13857,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 13858,Female,18.470562,1.712556,50.0,no,yes,1.081585,3.0,Sometimes,no,1.11756,no,1.217993,1.561272,Sometimes,Public_Transportation,Insufficient_Weight 13859,Male,30.424369,1.784994,100.624553,yes,yes,2.014194,3.0,Sometimes,no,1.01378,no,0.017804,0.024088,no,Public_Transportation,Obesity_Type_II 13860,Female,22.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13861,Male,40.501722,1.749405,109.411622,yes,yes,3.0,1.924168,Sometimes,no,1.796257,no,0.162083,1.884138,no,Automobile,Obesity_Type_II 13862,Female,33.864257,1.652573,74.803157,yes,yes,2.598207,2.600812,Sometimes,no,1.973504,no,0.020424,0.057926,Sometimes,Automobile,Overweight_Level_I 13863,Male,28.493397,1.774644,120.209711,yes,yes,2.739,3.0,Sometimes,no,2.739351,no,1.076926,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13864,Female,22.0,1.66,64.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 13865,Male,18.0,1.74,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 13866,Male,18.0,1.841879,59.20945,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.506576,no,Public_Transportation,Insufficient_Weight 13867,Female,21.566815,1.65563,121.205171,yes,yes,3.0,3.0,Sometimes,no,1.49583,no,1.46782,0.31794,Sometimes,Public_Transportation,Obesity_Type_III 13868,Female,21.0,1.56,48.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 13869,Female,26.0,1.633195,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 13870,Male,19.269079,1.723191,97.971598,yes,yes,2.0,2.395785,Sometimes,no,2.714949,no,1.94984,0.276364,no,Public_Transportation,Obesity_Type_I 13871,Female,26.0,1.629491,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 13872,Male,20.952737,1.692242,128.856677,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,1.63119,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13873,Male,24.825393,1.75,112.277567,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,1.096556,0.003695,Sometimes,Public_Transportation,Obesity_Type_II 13874,Female,25.907833,1.608914,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.554925,no,0.05093,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 13875,Female,23.0,1.65,66.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13876,Female,25.954995,1.627567,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.030541,1.0,Sometimes,Public_Transportation,Obesity_Type_III 13877,Female,26.0,1.641132,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,0.0,0.413106,Sometimes,Public_Transportation,Obesity_Type_III 13878,Female,19.47219,1.801746,142.559161,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.592795,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 13879,Male,17.767432,1.791174,50.0,no,yes,1.123939,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13880,Female,21.521294,1.809101,160.639405,yes,yes,3.0,3.0,Sometimes,no,2.404049,no,0.425621,0.639894,Sometimes,Public_Transportation,Obesity_Type_III 13881,Male,18.0,1.739293,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.934286,1.0,no,Public_Transportation,Insufficient_Weight 13882,Female,18.0,1.58,39.0,no,yes,2.8,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13883,Male,27.474245,1.75,120.420406,yes,yes,2.933015,3.0,Sometimes,no,2.748909,no,0.838739,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13884,Male,30.702559,1.82559,120.860386,yes,yes,2.490776,3.0,Sometimes,no,2.145368,no,0.994422,0.441502,Sometimes,Public_Transportation,Obesity_Type_II 13885,Male,21.0,1.69,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 13886,Female,18.0,1.7,50.0,no,yes,1.00876,3.0,Frequently,no,1.005727,no,0.82434,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13887,Male,18.0,1.738321,50.0,no,yes,1.036414,3.0,Sometimes,no,1.146595,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13888,Female,21.412434,1.738702,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,1.444382,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 13889,Female,31.540751,1.643892,74.803157,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13890,Female,28.0,1.53,78.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 13891,Female,26.0,1.592316,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 13892,Male,25.526746,1.785062,115.347176,yes,yes,1.475906,3.0,Sometimes,no,2.102709,no,1.822186,0.380979,Sometimes,Public_Transportation,Obesity_Type_II 13893,Male,18.0,1.803527,108.251044,yes,yes,2.0,1.81698,Sometimes,no,2.147746,no,1.0,0.6454,no,Public_Transportation,Obesity_Type_I 13894,Male,29.695603,1.682916,89.93889,yes,yes,1.904732,2.608416,Sometimes,no,2.776724,no,0.482625,0.0,Sometimes,Automobile,Overweight_Level_II 13895,Male,26.774115,1.76569,120.337664,yes,yes,1.585183,3.0,Sometimes,no,2.144838,no,1.977918,0.188693,Sometimes,Automobile,Obesity_Type_II 13896,Male,26.0,1.8,86.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Overweight_Level_I 13897,Female,26.0,1.641601,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 13898,Female,21.0,1.65,65.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 13899,Female,25.986185,1.640824,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 13900,Female,21.274628,1.730636,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.241338,no,1.461005,0.938791,Sometimes,Public_Transportation,Obesity_Type_III 13901,Male,25.12791,1.835271,120.423567,yes,yes,2.722161,3.0,Sometimes,no,2.501638,no,1.866839,0.735868,Sometimes,Public_Transportation,Obesity_Type_II 13902,Male,22.0,1.691303,80.539,yes,no,2.0,2.392811,Sometimes,no,2.0,no,2.685087,1.409198,no,Public_Transportation,Overweight_Level_II 13903,Male,18.0,1.7,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13904,Female,18.0,1.6,56.0,no,yes,3.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 13905,Male,23.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13906,Male,27.0,1.7,88.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 13907,Male,32.501143,1.703317,103.654784,yes,yes,2.387426,2.99321,Sometimes,no,1.0,no,0.582686,0.828549,Sometimes,Public_Transportation,Obesity_Type_II 13908,Female,32.997118,1.625236,74.433362,yes,yes,2.252382,3.087544,Sometimes,no,1.0,no,0.885633,0.537659,Sometimes,Automobile,Overweight_Level_I 13909,Female,21.0,1.5,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 13910,Male,21.285965,1.701584,103.743534,yes,yes,2.938616,2.993856,Sometimes,no,1.271178,no,1.815768,1.425852,no,Public_Transportation,Obesity_Type_II 13911,Male,19.329542,1.811238,58.83071,yes,yes,2.0,3.711238,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 13912,Female,26.0,1.643111,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 13913,Male,18.0,1.67,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 13914,Female,26.0,1.656465,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 13915,Male,24.178638,1.690437,97.58826,yes,yes,2.0,2.372705,Sometimes,no,1.0,no,0.0,1.612432,no,Public_Transportation,Obesity_Type_I 13916,Female,19.0,1.54,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13917,Male,21.837058,1.810616,96.303855,yes,yes,2.0,1.835543,Sometimes,no,2.0,no,1.0,1.34403,Sometimes,Public_Transportation,Overweight_Level_II 13918,Female,23.0,1.658202,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.738267,0.0,no,Public_Transportation,Overweight_Level_II 13919,Male,26.490926,1.787264,119.087557,yes,yes,2.911312,3.0,Sometimes,no,2.173279,no,1.986646,0.688293,Sometimes,Public_Transportation,Obesity_Type_II 13920,Male,25.0,1.84,84.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13921,Male,32.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 13922,Male,27.266287,1.848683,120.8158,yes,yes,2.640801,3.0,Sometimes,no,2.514872,no,0.886817,1.119877,Sometimes,Automobile,Obesity_Type_II 13923,Female,26.0,1.629727,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 13924,Female,18.0,1.556789,80.0,yes,yes,2.720701,3.0,Sometimes,no,2.0,no,0.926592,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13925,Female,18.0,1.63,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 13926,Female,18.0,1.65,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13927,Female,22.0,1.6,82.967937,yes,yes,2.0,1.0,Sometimes,no,2.721356,no,2.697949,0.0,Sometimes,Public_Transportation,Obesity_Type_I 13928,Female,16.0,1.63,45.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Walking,Insufficient_Weight 13929,Male,25.057878,1.774983,114.144378,yes,yes,2.959658,3.0,Sometimes,no,2.0,no,1.05545,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 13930,Female,25.929746,1.680171,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.318736,no,0.463891,0.639894,Sometimes,Public_Transportation,Obesity_Type_III 13931,Female,22.0,1.63,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 13932,Male,25.955361,1.838266,96.945262,yes,yes,1.994679,2.601675,Sometimes,no,2.0,no,1.796779,0.639561,Sometimes,Public_Transportation,Overweight_Level_II 13933,Male,41.0,1.75,118.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Bike,Obesity_Type_II 13934,Male,41.0,1.8,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 13935,Female,25.96701,1.622771,102.810704,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,0.162083,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 13936,Male,33.226808,1.7,103.026858,yes,yes,2.9553,2.015675,Sometimes,no,1.0,no,0.822186,0.0,no,Public_Transportation,Obesity_Type_II 13937,Male,17.0,1.82,83.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Walking,Overweight_Level_II 13938,Male,19.94814,1.829757,89.994351,yes,yes,3.0,2.970675,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 13939,Male,30.315784,1.77151,118.332689,yes,yes,2.923433,3.0,Sometimes,no,2.358088,no,0.554646,1.857718,Sometimes,Automobile,Obesity_Type_II 13940,Female,25.908829,1.622701,102.305767,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.029728,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 13941,Female,25.986185,1.62658,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.01586,0.484165,Sometimes,Public_Transportation,Obesity_Type_III 13942,Male,30.79626,1.699998,102.853363,yes,yes,2.08868,1.508685,Sometimes,no,1.999882,no,0.94141,1.771135,no,Public_Transportation,Obesity_Type_II 13943,Male,30.357745,1.84998,122.06261,yes,yes,3.0,2.993623,Sometimes,no,1.753464,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13944,Male,18.0,1.8,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 13945,Female,25.95774,1.610225,102.233445,yes,yes,3.0,3.0,Sometimes,no,1.029241,no,0.035928,1.0,Sometimes,Public_Transportation,Obesity_Type_III 13946,Female,23.0,1.66,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 13947,Male,21.0,1.78,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13948,Male,17.0,1.7,99.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 13949,Male,24.190896,1.73581,119.087557,yes,yes,2.766441,3.0,Sometimes,no,2.869234,no,1.580263,0.424612,Sometimes,Public_Transportation,Obesity_Type_II 13950,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 13951,Female,26.0,1.668931,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.126288,Sometimes,Public_Transportation,Obesity_Type_III 13952,Female,22.975526,1.753081,51.457226,yes,yes,2.967853,3.0,Frequently,no,1.66616,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 13953,Female,23.501249,1.566501,44.845655,yes,no,2.967853,3.0,Frequently,no,1.082084,no,0.93732,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13954,Female,26.0,1.556211,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.196288,Sometimes,Public_Transportation,Obesity_Type_III 13955,Male,33.0,1.75,86.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 13956,Female,34.139453,1.675612,74.885222,yes,yes,2.0,2.962004,Sometimes,no,1.174611,no,0.31381,0.853891,Sometimes,Automobile,Overweight_Level_I 13957,Male,32.259623,1.793451,102.686239,yes,yes,2.086898,2.9796,Sometimes,no,1.927976,no,1.910577,0.98468,Sometimes,Public_Transportation,Overweight_Level_II 13958,Female,19.0,1.58,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 13959,Male,17.971574,1.717601,51.107925,yes,yes,1.996638,4.0,Sometimes,no,2.0,no,0.0,1.707421,Sometimes,Public_Transportation,Insufficient_Weight 13960,Male,25.783865,1.781251,102.363149,yes,yes,2.919526,2.644692,Sometimes,no,1.0,no,1.076729,1.0,Sometimes,Public_Transportation,Obesity_Type_II 13961,Female,27.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 13962,Male,36.542885,1.857231,117.86159,yes,yes,2.0,3.0,Sometimes,no,2.296878,no,3.0,0.0,Sometimes,Automobile,Obesity_Type_I 13963,Male,24.408805,1.756221,119.490976,yes,yes,1.264234,3.0,Sometimes,no,2.36651,no,0.926592,0.906247,Sometimes,Public_Transportation,Obesity_Type_II 13964,Female,19.529746,1.667404,49.932199,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13965,Female,23.0,1.652084,86.637789,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.451009,2.0,no,Public_Transportation,Obesity_Type_I 13966,Female,37.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 13967,Female,18.0,1.638085,70.0,no,yes,2.843456,1.0,Sometimes,no,2.054072,no,1.0,0.062167,Sometimes,Public_Transportation,Overweight_Level_I 13968,Male,18.0,1.7,80.0,yes,yes,3.0,2.977909,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 13969,Female,17.767432,1.757961,85.568385,yes,yes,2.002796,3.0,Sometimes,no,2.0,no,1.983265,0.839862,Sometimes,Public_Transportation,Overweight_Level_II 13970,Male,26.740655,1.828391,120.998266,yes,yes,2.739,3.0,Sometimes,no,3.0,no,1.685369,0.264969,Sometimes,Public_Transportation,Obesity_Type_II 13971,Female,18.0,1.71,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13972,Male,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Automobile,Overweight_Level_II 13973,Male,25.523127,1.787521,114.511537,yes,yes,2.14128,3.0,Sometimes,no,2.100112,no,1.281165,0.247332,Sometimes,Public_Transportation,Obesity_Type_II 13974,Male,17.120699,1.809251,58.968994,yes,yes,2.524428,3.986652,Sometimes,no,2.0,no,2.0,0.03838,no,Automobile,Insufficient_Weight 13975,Female,25.920738,1.643332,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,0.045246,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 13976,Male,26.774115,1.757132,118.377601,yes,yes,2.591292,3.0,Sometimes,no,2.174248,no,0.8554,0.676557,Sometimes,Public_Transportation,Obesity_Type_II 13977,Female,18.177882,1.821566,142.102468,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,1.999773,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 13978,Male,17.0,1.8,95.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 13979,Female,26.490926,1.547066,62.903938,no,yes,3.0,3.0,Sometimes,no,2.643468,yes,0.854337,0.802305,Sometimes,Automobile,Overweight_Level_I 13980,Female,33.700749,1.652202,80.135167,yes,yes,2.0,2.749334,Sometimes,no,2.0,no,0.926592,0.0,no,Automobile,Overweight_Level_II 13981,Male,21.0,1.8,70.0,no,yes,2.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13982,Female,21.656907,1.748533,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,1.544632,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 13983,Female,26.0,1.655646,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 13984,Male,23.426036,1.825718,121.835883,yes,yes,2.826251,2.658837,Sometimes,no,2.839558,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13985,Female,21.0,1.66,58.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 13986,Male,24.149036,1.824901,120.805715,yes,yes,2.225149,3.0,Sometimes,no,2.357978,no,1.097905,1.350099,Sometimes,Public_Transportation,Obesity_Type_II 13987,Male,23.0,1.75,69.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 13988,Female,25.95383,1.642392,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.094851,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 13989,Male,33.0,1.7,83.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 13990,Male,21.0,1.7,65.0,yes,yes,1.0,1.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 13991,Female,18.0,1.613119,69.906708,yes,yes,2.0,1.924168,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 13992,Male,23.975685,1.86714,121.864326,yes,yes,3.0,2.711238,Sometimes,no,1.732072,no,0.977998,0.0,Sometimes,Public_Transportation,Obesity_Type_II 13993,Female,21.391371,1.694969,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.383831,no,0.922014,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 13994,Male,22.0,1.65,66.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 13995,Male,39.12631,1.75015,99.530971,yes,yes,2.81646,2.992083,Sometimes,no,2.0,no,2.819661,0.360193,no,Automobile,Obesity_Type_I 13996,Female,18.0,1.7,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 13997,Male,22.693989,1.7088,95.269089,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.343044,no,Public_Transportation,Obesity_Type_I 13998,Female,16.261402,1.67231,51.073918,yes,yes,3.0,4.0,Sometimes,no,2.0,no,1.000088,0.0,no,Public_Transportation,Normal_Weight 13999,Female,21.28253,1.719913,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.520818,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 14000,Male,20.9859,1.782453,115.45845,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.541072,1.0,Sometimes,Public_Transportation,Obesity_Type_II 14001,Female,23.0,1.61,63.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14002,Male,30.0,1.78,103.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 14003,Female,25.919571,1.621231,104.303711,yes,yes,3.0,3.0,Sometimes,no,1.251715,no,0.095389,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 14004,Male,26.680376,1.764138,118.332689,yes,yes,2.002076,3.0,Sometimes,no,2.338373,no,0.979306,0.672513,Sometimes,Public_Transportation,Obesity_Type_II 14005,Male,22.088059,1.792527,89.251639,yes,yes,1.882235,2.918124,Sometimes,no,2.371015,no,0.444347,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14006,Male,33.0,1.7,91.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 14007,Male,17.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14008,Male,23.0,1.721476,51.692272,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.324676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14009,Male,22.0,1.76,75.0,yes,yes,1.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Frequently,Walking,Normal_Weight 14010,Male,23.0,1.76,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14011,Female,26.0,1.644141,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 14012,Female,38.397463,1.622771,79.843221,yes,yes,2.0,3.0,Sometimes,no,1.030501,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14013,Male,18.152876,1.701986,91.630257,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.81998,Sometimes,Public_Transportation,Overweight_Level_II 14014,Female,23.32471,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 14015,Female,21.009437,1.673352,69.242354,yes,no,2.679664,1.0,Sometimes,no,1.630528,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 14016,Female,19.0,1.5,55.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14017,Female,40.106145,1.560199,80.939733,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14018,Male,30.005391,1.70653,101.544589,yes,yes,2.0,1.001542,Sometimes,no,2.02127,no,0.503105,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14019,Male,37.218161,1.762921,118.533246,yes,yes,1.642241,3.0,Sometimes,no,2.067741,no,0.886817,0.47787,Sometimes,Automobile,Obesity_Type_II 14020,Male,16.910997,1.507106,67.869791,yes,no,2.784464,2.884479,Sometimes,no,2.0,no,0.793489,1.894902,no,Public_Transportation,Overweight_Level_II 14021,Male,21.0,1.85,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14022,Male,23.254934,1.777971,116.893105,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.975187,1.0,Sometimes,Public_Transportation,Obesity_Type_II 14023,Female,23.0,1.65,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 14024,Male,23.0,1.72,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14025,Female,26.0,1.640606,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.228486,Sometimes,Public_Transportation,Obesity_Type_III 14026,Female,23.0,1.67,78.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 14027,Female,18.0,1.644682,68.392133,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.801322,Sometimes,Public_Transportation,Overweight_Level_I 14028,Female,26.0,1.626503,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.357978,no,0.0,0.849503,Sometimes,Public_Transportation,Obesity_Type_III 14029,Male,19.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14030,Male,20.924956,1.792833,104.839068,yes,yes,2.611847,1.437959,Sometimes,no,1.016968,no,0.850715,0.0,no,Public_Transportation,Obesity_Type_II 14031,Female,21.001969,1.732096,134.842656,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.999897,0.967919,Sometimes,Public_Transportation,Obesity_Type_III 14032,Male,25.426457,1.836592,118.377601,yes,yes,1.84199,3.0,Sometimes,no,2.503244,no,0.843709,0.078207,Sometimes,Automobile,Obesity_Type_II 14033,Female,22.836315,1.632118,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.301385,Sometimes,Public_Transportation,Obesity_Type_I 14034,Male,18.0,1.78,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14035,Female,55.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Automobile,Overweight_Level_II 14036,Female,21.0,1.6,66.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14037,Male,21.0,1.74,75.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14038,Female,22.829753,1.580968,77.272652,yes,yes,2.0,2.809716,Sometimes,no,2.654078,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_I 14039,Female,25.919571,1.715597,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.610472,no,0.033328,0.565315,Sometimes,Public_Transportation,Obesity_Type_III 14040,Female,26.0,1.641849,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14041,Female,26.0,1.648143,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.786417,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 14042,Female,26.0,1.641849,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14043,Female,21.0,1.6,57.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14044,Female,26.0,1.62439,105.407313,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 14045,Female,38.0,1.56,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 14046,Male,22.832105,1.825718,121.835883,yes,yes,2.766441,2.993623,Sometimes,no,1.859089,no,0.87599,0.42683,Sometimes,Public_Transportation,Obesity_Type_II 14047,Female,20.406066,1.700164,49.869791,yes,yes,2.911877,3.0,Frequently,no,1.242832,no,1.295759,0.138314,no,Public_Transportation,Insufficient_Weight 14048,Male,30.717727,1.84199,125.418548,yes,yes,2.911312,3.0,Sometimes,yes,1.491169,no,0.946461,0.68173,Sometimes,Public_Transportation,Obesity_Type_II 14049,Male,32.787101,1.61981,102.134646,yes,yes,2.663421,2.044035,Sometimes,no,1.0,no,1.958694,0.921991,no,Public_Transportation,Obesity_Type_II 14050,Male,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.721646,1.0,no,Public_Transportation,Overweight_Level_II 14051,Male,17.0,1.7,83.0,yes,no,2.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_II 14052,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 14053,Female,25.291974,1.62686,111.949972,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.628637,0.652289,Sometimes,Public_Transportation,Obesity_Type_III 14054,Male,22.976188,1.737984,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 14055,Male,28.255199,1.774983,112.776612,yes,yes,1.572036,3.0,Sometimes,no,2.0,no,0.0,0.630866,Sometimes,Automobile,Obesity_Type_II 14056,Female,21.030909,1.741014,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.824559,no,1.413239,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 14057,Female,36.631456,1.532322,62.417228,yes,yes,2.948248,3.592415,Sometimes,no,2.205911,no,0.0,0.990741,Sometimes,Automobile,Insufficient_Weight 14058,Male,30.551762,1.609068,102.320437,yes,yes,2.0,1.468948,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 14059,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 14060,Male,19.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14061,Male,21.0,1.746645,89.652557,yes,yes,2.0,1.146794,Sometimes,no,2.675567,no,0.0,0.467048,Sometimes,Public_Transportation,Overweight_Level_I 14062,Female,16.0,1.6,45.0,yes,yes,3.0,3.0,Always,no,3.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 14063,Male,30.255744,1.751038,102.815983,yes,yes,2.766612,3.0,Sometimes,no,1.0,no,0.0,0.785701,Sometimes,Public_Transportation,Obesity_Type_II 14064,Female,21.562213,1.743589,134.842656,yes,yes,3.0,3.0,Sometimes,no,2.531456,no,1.318743,0.900497,Sometimes,Public_Transportation,Obesity_Type_III 14065,Male,23.0,1.84,97.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 14066,Female,18.0,1.64,59.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14067,Female,19.0,1.6,50.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14068,Male,25.879411,1.763987,114.144378,yes,yes,2.225731,3.0,Sometimes,no,2.172649,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14069,Male,24.911994,1.848553,117.631707,yes,yes,1.584785,2.938135,Sometimes,no,2.0,no,1.52001,0.079673,Sometimes,Public_Transportation,Obesity_Type_II 14070,Male,24.347414,1.609068,100.624553,yes,yes,2.042762,2.992083,Sometimes,no,1.0,no,0.926201,1.333559,no,Public_Transportation,Obesity_Type_II 14071,Male,27.0,1.7,71.0,yes,yes,3.0,3.0,Always,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14072,Female,20.327723,1.81294,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,1.571865,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 14073,Male,30.493946,1.783901,120.151967,yes,yes,2.766612,3.0,Sometimes,no,2.15157,no,1.579431,0.176892,Sometimes,Automobile,Obesity_Type_II 14074,Female,19.0,1.7,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14075,Female,26.0,1.611452,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 14076,Female,24.063874,1.668931,113.234349,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.029728,0.072318,Sometimes,Public_Transportation,Obesity_Type_III 14077,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 14078,Female,18.0,1.56,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 14079,Male,21.0,1.8,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14080,Male,24.145295,1.77558,120.805715,yes,yes,2.992205,3.0,Sometimes,no,2.976229,no,1.309304,0.273882,Sometimes,Public_Transportation,Obesity_Type_II 14081,Female,24.0,1.56,50.0,no,no,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 14082,Female,17.0,1.74,56.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14083,Male,30.002029,1.828391,119.029103,yes,yes,1.475906,3.0,Sometimes,no,2.003531,no,2.000561,0.731257,Sometimes,Automobile,Obesity_Type_II 14084,Male,18.0,1.836669,108.721893,yes,yes,2.0,1.139317,Sometimes,no,2.0,no,1.0,1.443328,no,Public_Transportation,Obesity_Type_I 14085,Female,21.02497,1.746411,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.48372,0.686529,Sometimes,Public_Transportation,Obesity_Type_III 14086,Female,19.007177,1.772045,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.465931,0.879925,Sometimes,Public_Transportation,Obesity_Type_III 14087,Male,21.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14088,Male,21.0,1.82,88.0,yes,yes,2.0,3.0,Always,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14089,Male,26.774115,1.765188,85.228116,yes,yes,2.205439,3.0,Sometimes,no,2.845134,no,0.838739,0.783676,Sometimes,Automobile,Overweight_Level_II 14090,Female,19.0,1.53,45.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14091,Female,18.0,1.75,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14092,Male,20.0,1.8,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14093,Male,26.271621,1.7,82.0,yes,yes,2.5596,3.0,Sometimes,no,2.0,no,0.669278,0.084006,Sometimes,Public_Transportation,Overweight_Level_II 14094,Male,55.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 14095,Male,35.322112,1.65,80.0,yes,yes,2.120185,3.0,Sometimes,no,2.0,no,1.82434,1.510609,no,Automobile,Overweight_Level_II 14096,Female,34.576714,1.688025,77.205685,yes,yes,2.048962,1.0,Sometimes,no,1.0,no,0.933595,0.0,no,Automobile,Overweight_Level_II 14097,Female,19.0,1.61,59.0,yes,yes,1.0,3.0,Sometimes,no,1.0,yes,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14098,Male,18.0,1.755926,52.331172,no,yes,1.362441,3.0,Sometimes,no,2.0,no,0.02112,1.285838,Sometimes,Public_Transportation,Insufficient_Weight 14099,Male,21.0,1.7,70.0,no,yes,2.182401,1.0,no,no,2.839319,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14100,Male,19.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14101,Female,29.883021,1.681855,90.0,yes,yes,2.0,1.894384,Sometimes,no,1.725226,no,1.083572,0.0,Sometimes,Automobile,Obesity_Type_I 14102,Male,24.408805,1.885543,121.065052,yes,yes,2.0,2.701689,Sometimes,no,2.931438,no,1.315045,0.555591,Sometimes,Public_Transportation,Obesity_Type_II 14103,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 14104,Male,18.0,1.7,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 14105,Male,20.406066,1.620109,103.250355,yes,yes,2.576449,1.109956,Sometimes,no,1.0,no,0.07115,1.110222,no,Public_Transportation,Obesity_Type_II 14106,Male,23.0,1.65,75.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_I 14107,Female,21.0,1.58,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 14108,Female,27.0,1.55,63.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14109,Male,16.0,1.82,58.0,no,no,2.0,4.0,Always,no,3.0,no,1.0,1.0,no,Walking,Insufficient_Weight 14110,Male,18.771001,1.838441,58.31071,yes,yes,2.871016,3.502604,Sometimes,no,2.425927,no,1.729987,1.0,no,Automobile,Insufficient_Weight 14111,Female,38.0,1.6,75.0,no,yes,2.0,3.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 14112,Female,19.0,1.6,61.0,no,no,3.0,1.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14113,Male,18.0,1.81748,56.265959,yes,yes,2.95118,3.0,Sometimes,no,2.0,no,1.0,1.55011,Sometimes,Public_Transportation,Insufficient_Weight 14114,Female,26.0,1.649178,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 14115,Male,31.0,1.75,85.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Frequently,Automobile,Overweight_Level_I 14116,Female,21.028989,1.770612,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.48372,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 14117,Male,29.246269,1.703584,102.583895,yes,yes,2.654076,3.0,Sometimes,no,1.0,no,1.05545,0.051268,no,Public_Transportation,Obesity_Type_II 14118,Male,30.945369,1.783609,120.151967,yes,yes,2.964319,3.0,Sometimes,no,2.7305,no,1.582675,0.843283,Sometimes,Automobile,Obesity_Type_II 14119,Male,23.0,1.712061,75.0,yes,yes,2.0,3.0,Sometimes,no,1.333707,no,0.0,0.142638,Sometimes,Public_Transportation,Overweight_Level_I 14120,Female,18.0,1.63,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14121,Female,18.0,1.77,57.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 14122,Female,23.426036,1.755467,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.343875,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 14123,Male,24.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 14124,Female,26.0,1.603501,105.055686,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 14125,Male,25.01277,1.829757,118.377601,yes,yes,1.84199,3.0,Sometimes,no,2.042073,no,1.226019,0.078207,Sometimes,Public_Transportation,Obesity_Type_II 14126,Female,22.735328,1.616366,82.039,yes,yes,2.922511,1.154318,Sometimes,no,2.777379,no,1.932386,1.331527,no,Public_Transportation,Obesity_Type_I 14127,Male,23.0,1.719153,106.329569,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.82753,Sometimes,Public_Transportation,Obesity_Type_I 14128,Male,23.0,1.741353,97.92035,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 14129,Female,21.0,1.45,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14130,Male,29.721964,1.84995,129.991623,yes,yes,2.870895,3.0,Sometimes,no,2.284494,no,1.878414,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 14131,Female,21.0,1.54,53.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14132,Male,18.0,1.71,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 14133,Male,18.128249,1.803677,107.012256,yes,yes,2.0,3.0,Sometimes,no,2.84837,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14134,Male,29.687488,1.789143,109.910012,yes,yes,2.002796,3.0,Sometimes,no,2.054072,no,1.066241,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14135,Female,19.97981,1.66084,49.932199,yes,yes,2.0,3.0,Sometimes,no,2.746197,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14136,Female,20.891491,1.690614,129.769141,yes,yes,3.0,3.0,Sometimes,no,1.549931,no,0.985872,0.906611,Sometimes,Public_Transportation,Obesity_Type_III 14137,Female,18.120739,1.82773,152.720545,yes,yes,3.0,3.0,Sometimes,no,2.164718,no,1.999897,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 14138,Male,34.576714,1.734832,85.316125,no,yes,2.903545,3.0,Sometimes,no,2.453384,no,1.327193,0.8324,Frequently,Automobile,Overweight_Level_II 14139,Male,21.011124,1.856315,96.366777,yes,yes,2.0,2.918124,Sometimes,no,2.976672,no,1.903338,0.0,no,Public_Transportation,Obesity_Type_I 14140,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14141,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14142,Female,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14143,Female,25.992348,1.640741,109.999096,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,0.000454,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 14144,Male,18.0,1.751278,86.963765,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.271667,0.155278,Sometimes,Public_Transportation,Overweight_Level_I 14145,Male,18.0,1.722785,80.0,yes,yes,2.0,1.411685,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 14146,Female,25.992898,1.641132,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.618189,no,0.24629,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 14147,Male,23.912387,1.803207,120.209711,yes,yes,2.0,3.0,Sometimes,no,2.643468,no,1.866839,1.339691,Sometimes,Public_Transportation,Obesity_Type_II 14148,Male,21.0,1.72,87.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14149,Female,22.908879,1.696412,51.881263,yes,yes,2.668949,3.390143,Sometimes,no,1.087166,no,0.03465,0.0,no,Public_Transportation,Insufficient_Weight 14150,Male,20.975973,1.716691,51.567343,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 14151,Female,25.758307,1.644053,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.220365,no,0.162279,0.466169,Sometimes,Public_Transportation,Obesity_Type_III 14152,Male,21.948577,1.773521,105.000276,yes,yes,2.252653,3.0,Sometimes,no,2.962371,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14153,Female,21.620245,1.741925,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,1.480919,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 14154,Male,18.0,1.688354,79.109637,yes,no,3.0,2.449723,Sometimes,no,1.99467,no,0.0,0.7939,Sometimes,Public_Transportation,Overweight_Level_II 14155,Male,30.255744,1.914186,129.966428,yes,yes,2.247795,3.0,Sometimes,yes,1.326694,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14156,Female,22.362877,1.616533,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.281541,Sometimes,Public_Transportation,Obesity_Type_I 14157,Female,18.0,1.65,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 14158,Female,22.580038,1.610863,82.482933,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.011477,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14159,Female,28.824194,1.7,78.726617,yes,yes,2.0,1.394539,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14160,Female,26.0,1.654784,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,0.0,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 14161,Male,21.077356,1.71338,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14162,Male,33.722449,1.701387,103.017623,yes,yes,2.938687,2.645858,Sometimes,no,1.0,no,0.0,1.898139,no,Public_Transportation,Obesity_Type_II 14163,Male,18.0,1.824414,59.20945,yes,yes,2.317734,3.0,Sometimes,no,2.15157,no,2.358172,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14164,Female,21.687409,1.622297,68.016472,yes,yes,1.901611,2.879541,no,no,2.926995,no,0.985872,0.553093,Sometimes,Public_Transportation,Overweight_Level_I 14165,Female,20.901393,1.735461,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,1.427037,0.73421,Sometimes,Public_Transportation,Obesity_Type_III 14166,Male,25.550506,1.845399,117.57457,yes,yes,2.175276,3.0,Sometimes,no,2.0,no,1.082236,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14167,Female,21.90012,1.747479,135.346677,yes,yes,3.0,3.0,Sometimes,no,1.607531,no,1.680844,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 14168,Male,25.486521,1.770126,114.004832,yes,yes,2.9553,3.0,Sometimes,no,2.170225,no,0.925941,0.289218,Sometimes,Public_Transportation,Obesity_Type_II 14169,Male,17.065445,1.84629,59.409018,yes,yes,2.880792,4.0,Sometimes,no,2.0,no,2.0,0.622638,no,Automobile,Insufficient_Weight 14170,Male,21.009437,1.674327,80.0,yes,yes,2.0,2.977909,Sometimes,no,1.997195,no,1.352663,1.365793,no,Public_Transportation,Overweight_Level_II 14171,Female,37.631769,1.586751,79.165306,yes,yes,2.0,3.0,Sometimes,no,1.305816,no,0.0,0.0,no,Automobile,Obesity_Type_I 14172,Male,23.586058,1.818641,105.428628,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.235675,1.917679,Sometimes,Public_Transportation,Obesity_Type_I 14173,Female,21.0,1.6,56.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14174,Female,38.542937,1.609418,80.0,yes,yes,2.0,3.0,Sometimes,no,1.030501,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14175,Female,26.0,1.6,68.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_I 14176,Female,26.0,1.63302,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.22183,Sometimes,Public_Transportation,Obesity_Type_III 14177,Male,22.956845,1.777416,116.164351,yes,yes,2.637202,2.392811,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14178,Female,21.413498,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,1.414209,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 14179,Male,22.0,1.68,79.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14180,Female,18.0,1.751691,51.121749,no,yes,2.0,3.0,Sometimes,no,1.085134,no,0.520408,1.540298,Sometimes,Public_Transportation,Insufficient_Weight 14181,Male,21.768834,1.787521,88.600878,yes,yes,2.0,3.0,Sometimes,no,2.776681,no,2.172546,0.084391,Sometimes,Public_Transportation,Obesity_Type_I 14182,Male,21.0,1.62,45.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14183,Male,21.0,1.85,90.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 14184,Male,21.0,1.7,53.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14185,Female,21.322097,1.721854,78.967919,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.788585,1.525597,Sometimes,Public_Transportation,Obesity_Type_I 14186,Male,19.0,1.8,87.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14187,Male,18.0,1.83,83.0,yes,no,2.0,3.0,Frequently,no,1.0,no,3.0,2.0,no,Automobile,Normal_Weight 14188,Male,19.314429,1.7,83.1011,yes,yes,2.0,2.845858,Sometimes,no,1.777805,no,1.524405,1.758865,Sometimes,Public_Transportation,Overweight_Level_II 14189,Female,18.0,1.7,50.0,no,yes,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14190,Female,31.0,1.68,73.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 14191,Male,18.0,1.783901,109.980145,yes,yes,2.0,1.656588,Sometimes,no,2.121176,no,0.0,0.173796,no,Public_Transportation,Obesity_Type_I 14192,Female,47.283374,1.559005,77.354744,yes,yes,2.76802,2.118153,Sometimes,no,1.676975,no,0.863158,0.70778,Sometimes,Automobile,Overweight_Level_I 14193,Male,25.955361,1.77219,114.133149,yes,yes,2.175276,3.0,Sometimes,no,2.109697,no,1.427037,0.552498,Sometimes,Public_Transportation,Obesity_Type_II 14194,Male,19.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14195,Male,24.408805,1.779547,118.740035,yes,yes,2.996717,2.996834,Sometimes,no,2.045561,no,0.854957,0.428452,Sometimes,Public_Transportation,Obesity_Type_II 14196,Male,21.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 14197,Male,23.329344,1.751278,119.441207,yes,yes,2.252698,3.0,Sometimes,no,2.924594,no,1.943743,0.188693,Sometimes,Public_Transportation,Obesity_Type_II 14198,Male,26.0,1.65,70.0,no,no,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 14199,Female,20.952737,1.918859,129.966428,yes,yes,3.0,3.0,Sometimes,no,1.254589,no,1.583832,0.828549,Sometimes,Public_Transportation,Obesity_Type_III 14200,Male,17.0,1.65,85.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 14201,Female,22.926352,1.64037,44.050251,no,yes,3.0,1.0,Frequently,no,2.01897,no,0.658894,0.0,no,Public_Transportation,Insufficient_Weight 14202,Male,17.188754,1.762887,58.585146,yes,yes,2.44004,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 14203,Male,19.0,1.85,56.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 14204,Female,18.0,1.65,59.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 14205,Male,25.879411,1.765464,114.144378,yes,yes,1.412566,3.0,Sometimes,no,2.652327,no,1.977918,0.692608,Sometimes,Public_Transportation,Obesity_Type_II 14206,Female,22.889099,1.605662,82.0,yes,yes,1.624366,1.0,Sometimes,no,2.0,no,0.0,0.301909,Sometimes,Public_Transportation,Obesity_Type_I 14207,Male,21.0,1.66,60.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14208,Female,25.907833,1.724983,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.051097,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 14209,Male,23.147644,1.747739,83.282232,yes,yes,2.061952,2.845307,Sometimes,no,2.263466,no,1.17116,0.166076,no,Public_Transportation,Overweight_Level_II 14210,Male,21.0,1.673352,75.0,yes,yes,2.0,3.0,Sometimes,no,1.023328,no,0.380633,1.928972,Sometimes,Public_Transportation,Overweight_Level_I 14211,Female,19.504696,1.540375,42.0,no,no,2.0,1.0,Frequently,no,1.0,no,0.783676,0.0,Frequently,Public_Transportation,Insufficient_Weight 14212,Male,19.0,1.6,79.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_II 14213,Male,31.783524,1.754439,118.237782,yes,yes,2.432886,3.0,Sometimes,no,2.535127,no,0.791929,0.0,Sometimes,Automobile,Obesity_Type_II 14214,Female,23.0,1.67,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 14215,Male,31.0,1.7,68.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 14216,Male,18.0,1.7,85.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14217,Male,24.481032,1.753327,112.426097,yes,yes,1.961069,1.941307,Sometimes,no,2.724099,no,1.537639,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 14218,Female,21.0,1.62,68.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14219,Male,30.0,1.71,71.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 14220,Male,23.0,1.755507,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.2695,no,3.0,0.778632,no,Public_Transportation,Obesity_Type_I 14221,Female,20.400053,1.571812,41.535047,no,no,2.918113,1.0,Sometimes,no,1.134658,no,0.0,0.731257,Sometimes,Public_Transportation,Insufficient_Weight 14222,Female,21.125836,1.53161,42.656563,no,yes,3.0,1.989398,Frequently,no,2.109858,yes,0.206025,0.534769,no,Public_Transportation,Insufficient_Weight 14223,Female,19.0,1.55,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14224,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Walking,Overweight_Level_II 14225,Female,19.783234,1.822573,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.655488,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 14226,Female,21.840654,1.657132,82.249831,yes,yes,2.0,2.6648,Sometimes,no,2.205977,no,2.892922,1.727828,Sometimes,Public_Transportation,Obesity_Type_I 14227,Male,25.539411,1.768071,117.398976,yes,yes,1.108663,3.0,Sometimes,no,2.0,no,1.097983,0.038253,Sometimes,Public_Transportation,Obesity_Type_II 14228,Female,26.0,1.640745,106.69053,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 14229,Male,18.0,1.7,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14230,Female,21.0,1.6,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14231,Female,25.968792,1.626179,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.07089,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 14232,Female,20.225396,1.593894,43.365005,no,no,2.594653,1.0,Frequently,no,2.550307,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 14233,Female,32.0,1.56,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14234,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14235,Male,26.774115,1.75,119.050381,yes,yes,2.95841,3.0,Sometimes,no,2.715252,no,1.958694,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14236,Female,18.525525,1.730113,52.058335,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.380695,no,Public_Transportation,Normal_Weight 14237,Female,23.426036,1.696412,114.133149,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,0.294763,0.67688,Sometimes,Public_Transportation,Obesity_Type_III 14238,Female,20.9859,1.763582,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,0.82666,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 14239,Female,27.0,1.549748,73.810728,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.268983,2.0,Sometimes,Public_Transportation,Overweight_Level_I 14240,Female,21.0,1.6,68.77185,yes,yes,2.073224,3.0,Sometimes,no,2.0,no,0.336795,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14241,Female,23.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 14242,Female,20.101026,1.766547,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,1.425712,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 14243,Male,30.200946,1.824901,120.699119,yes,yes,2.492758,3.0,Sometimes,no,1.93142,no,1.967973,0.677909,Sometimes,Automobile,Obesity_Type_II 14244,Male,17.0,1.72,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14245,Male,22.884722,1.796415,96.192662,yes,yes,2.0,3.0,Sometimes,no,2.869439,no,2.0,1.206251,no,Public_Transportation,Obesity_Type_I 14246,Male,24.007488,1.607787,112.000381,yes,yes,1.492834,3.0,Sometimes,no,2.001208,no,0.444347,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 14247,Male,22.396504,1.756772,55.620604,yes,yes,2.0,4.0,Sometimes,no,2.77962,no,2.0,1.443212,no,Public_Transportation,Insufficient_Weight 14248,Female,18.0,1.55,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,2.0,no,Public_Transportation,Normal_Weight 14249,Male,25.461411,1.773521,114.133149,yes,yes,2.9673,3.0,Sometimes,no,2.155558,no,1.170823,0.673408,Sometimes,Public_Transportation,Obesity_Type_II 14250,Female,20.796266,1.745644,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.923792,no,1.427037,0.786665,Sometimes,Public_Transportation,Obesity_Type_III 14251,Male,24.0,1.77,120.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 14252,Female,26.0,1.641209,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 14253,Male,18.0,1.74,108.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14254,Male,18.985119,1.657995,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.661556,0.105936,no,Public_Transportation,Obesity_Type_I 14255,Female,26.0,1.635062,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 14256,Male,23.367212,1.876898,121.737836,yes,yes,2.443538,2.675411,Sometimes,no,2.495944,no,1.066241,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14257,Female,25.976209,1.614484,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.711666,no,0.069238,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 14258,Male,20.971429,1.657496,104.592372,yes,yes,2.619987,2.845307,Sometimes,no,1.279756,no,1.078074,0.0,no,Public_Transportation,Obesity_Type_II 14259,Male,55.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 14260,Male,21.853826,1.722884,75.255631,yes,yes,2.09663,3.098399,Sometimes,no,1.701835,no,1.327193,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14261,Male,26.591225,1.754439,119.434645,yes,yes,2.123159,3.0,Sometimes,no,2.042073,no,0.597863,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 14262,Female,26.0,1.593321,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.0,0.486558,Sometimes,Public_Transportation,Obesity_Type_III 14263,Female,21.001282,1.611822,68.85097,yes,yes,1.757466,3.483449,Sometimes,no,2.0,no,1.179592,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14264,Male,18.88061,1.792435,108.308112,yes,yes,2.121909,1.672751,Sometimes,no,2.500556,no,1.20758,0.0,no,Public_Transportation,Obesity_Type_I 14265,Female,26.0,1.642572,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 14266,Female,20.0,1.7,50.0,no,yes,1.005578,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14267,Male,22.976188,1.664752,121.458232,yes,yes,2.970983,1.010319,Sometimes,no,1.538626,no,0.819269,1.035711,Sometimes,Public_Transportation,Obesity_Type_II 14268,Male,17.0,1.9,59.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14269,Male,22.0,1.71,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14270,Male,17.0,1.82,58.0,no,no,3.0,3.0,Always,no,2.0,yes,3.0,1.0,no,Walking,Normal_Weight 14271,Female,21.0,1.67805,77.224574,yes,no,2.444599,1.704828,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 14272,Female,17.0,1.7,50.0,no,yes,1.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14273,Female,26.0,1.592316,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 14274,Male,27.635029,1.755902,120.901591,yes,yes,2.252699,3.0,Sometimes,no,2.161303,no,1.302507,0.436616,Sometimes,Public_Transportation,Obesity_Type_II 14275,Male,29.0,1.68,78.0,no,no,3.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14276,Female,37.524551,1.549257,62.417228,yes,yes,2.0,1.0,Sometimes,no,1.687611,no,1.066101,0.0,Sometimes,Automobile,Overweight_Level_I 14277,Male,17.0,1.7,55.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14278,Female,26.0,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 14279,Female,22.815416,1.615854,82.039,yes,yes,2.0,1.724887,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 14280,Female,21.0,1.62901,64.814109,yes,yes,2.0,1.08687,Sometimes,no,2.279124,no,0.979306,0.926443,Sometimes,Public_Transportation,Overweight_Level_I 14281,Female,26.0,1.592316,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.145284,Sometimes,Public_Transportation,Obesity_Type_III 14282,Male,33.732714,1.742654,107.012256,yes,yes,2.0,3.0,Sometimes,no,2.759246,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 14283,Female,21.0,1.59,42.0,no,yes,3.0,1.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14284,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14285,Male,30.607546,1.791174,118.165082,yes,yes,2.219186,3.0,Sometimes,no,2.174371,no,1.814869,0.0,Sometimes,Automobile,Obesity_Type_II 14286,Male,23.0,1.78,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14287,Female,23.0,1.6,56.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14288,Female,26.0,1.611462,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 14289,Male,25.461411,1.812963,118.424156,yes,yes,1.123939,3.0,Sometimes,no,2.597746,no,0.975187,0.474216,Sometimes,Public_Transportation,Obesity_Type_II 14290,Male,25.934757,1.770278,117.75701,yes,yes,1.368978,3.0,Sometimes,no,2.0,no,1.96582,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 14291,Male,23.0,1.6,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14292,Female,21.0,1.59,44.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14293,Female,19.816949,1.559005,42.0,no,yes,3.0,3.0,Frequently,no,1.527036,yes,1.0,0.083675,Sometimes,Public_Transportation,Insufficient_Weight 14294,Male,30.916426,1.82559,120.860386,yes,yes,2.497548,3.0,Sometimes,no,2.730663,no,1.144076,0.173232,Sometimes,Public_Transportation,Obesity_Type_II 14295,Male,25.3292,1.774644,114.004832,yes,yes,1.758394,3.0,Sometimes,no,2.03415,no,0.684879,0.034897,Sometimes,Public_Transportation,Obesity_Type_II 14296,Male,33.55336,1.716521,83.952968,no,yes,2.0,2.962004,Sometimes,no,2.147746,no,2.0,0.0,no,Automobile,Overweight_Level_I 14297,Male,21.084625,1.716289,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.343044,Sometimes,Public_Transportation,Overweight_Level_II 14298,Female,26.0,1.63302,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 14299,Female,19.665881,1.489409,42.0,no,no,3.0,2.218285,Frequently,no,1.62244,no,0.143955,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 14300,Female,19.0,1.7,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14301,Female,22.0,1.54,47.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14302,Male,21.0,1.8,60.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 14303,Female,19.262934,1.730333,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.436261,no,1.593183,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 14304,Female,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 14305,Male,18.0,1.82,71.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14306,Female,18.0,1.716545,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.827502,1.817146,no,Public_Transportation,Insufficient_Weight 14307,Male,29.891473,1.759647,112.438508,yes,yes,2.734314,3.0,Sometimes,no,2.0,no,0.327418,1.0,Sometimes,Automobile,Obesity_Type_II 14308,Female,20.327723,1.805803,154.618446,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,1.999897,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 14309,Female,18.0,1.62,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14310,Male,26.348156,1.856406,121.244969,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.966973,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14311,Male,18.0,1.7,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 14312,Female,37.205173,1.559005,77.053948,yes,yes,2.0,2.9948,Sometimes,no,1.506518,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14313,Male,18.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 14314,Male,27.0,1.83,71.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 14315,Male,17.0,1.8,70.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 14316,Female,21.282238,1.743589,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.723372,no,1.564618,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 14317,Female,22.980221,1.741192,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.486289,0.920858,Sometimes,Public_Transportation,Obesity_Type_III 14318,Female,26.0,1.632896,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 14319,Male,23.572648,1.836791,105.036075,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.184917,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14320,Male,31.327609,1.755938,118.668332,yes,yes,2.918113,3.0,Sometimes,no,2.868132,no,0.783963,0.0,Sometimes,Automobile,Obesity_Type_II 14321,Female,18.0,1.56,56.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 14322,Male,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14323,Female,18.0,1.771817,86.0805,yes,yes,2.0,3.0,Sometimes,no,2.70485,no,1.0,0.124977,no,Public_Transportation,Obesity_Type_I 14324,Male,17.971786,1.854592,85.301029,yes,yes,2.0,4.0,Sometimes,no,2.639807,no,2.0,0.908271,Sometimes,Automobile,Overweight_Level_I 14325,Female,16.0,1.6,50.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14326,Male,30.561763,1.801848,120.549592,yes,yes,2.195964,3.0,Sometimes,no,2.192063,no,1.19102,1.195929,Sometimes,Public_Transportation,Obesity_Type_II 14327,Male,24.122589,1.698829,98.572753,yes,yes,2.935157,2.915921,Sometimes,no,1.0,no,1.967973,0.0,no,Public_Transportation,Obesity_Type_II 14328,Male,33.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 14329,Female,18.0,1.6,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14330,Female,25.783865,1.683502,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.210351,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 14331,Female,22.977357,1.737313,51.457226,yes,yes,2.0,3.0,Frequently,no,1.771781,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 14332,Female,18.0,1.7,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 14333,Female,34.0,1.68,77.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 14334,Female,18.0,1.69,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 14335,Male,19.524698,1.804099,85.690813,yes,yes,2.869778,3.0,Sometimes,no,2.957821,no,1.955992,0.478676,Sometimes,Public_Transportation,Overweight_Level_I 14336,Male,26.69858,1.82559,120.805715,yes,yes,2.954996,3.0,Sometimes,no,2.102976,no,0.813917,0.639561,Sometimes,Public_Transportation,Obesity_Type_II 14337,Female,22.549208,1.518917,63.320629,yes,yes,2.0,1.0,Sometimes,no,2.776724,no,0.0,0.139013,Sometimes,Public_Transportation,Overweight_Level_I 14338,Female,26.0,1.641849,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 14339,Female,18.367481,1.7425,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.682271,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 14340,Male,34.389679,1.691303,83.282232,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 14341,Male,37.056193,1.75,118.277657,yes,yes,2.031185,3.0,Sometimes,no,2.280555,no,0.598655,0.0,Sometimes,Automobile,Obesity_Type_II 14342,Female,21.403421,1.738717,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.80996,no,1.247505,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 14343,Male,22.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 14344,Female,38.0,1.53,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 14345,Female,26.0,1.611462,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 14346,Female,21.413642,1.729045,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.657541,no,1.728332,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 14347,Male,18.0,1.7,51.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14348,Male,30.958051,1.773181,118.332966,yes,yes,2.971574,3.0,Sometimes,no,2.154326,no,0.64235,1.339691,Sometimes,Automobile,Obesity_Type_II 14349,Female,19.0,1.553026,79.109637,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.094851,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14350,Female,20.244359,1.683124,124.10074,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,0.115369,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 14351,Female,26.0,1.632983,111.821817,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 14352,Female,30.0,1.5,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14353,Female,26.0,1.643892,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 14354,Male,21.813083,1.75463,70.442775,no,yes,2.0,3.0,no,no,3.0,no,0.943266,0.735372,Sometimes,Public_Transportation,Overweight_Level_I 14355,Male,22.0,1.78,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14356,Male,28.39124,1.766975,113.235538,yes,yes,2.73691,3.0,Sometimes,no,2.054193,no,1.016042,0.0,Sometimes,Automobile,Obesity_Type_II 14357,Male,24.920362,1.848553,121.864326,yes,yes,2.497548,2.993634,Sometimes,no,2.010596,no,0.970661,0.896105,Sometimes,Public_Transportation,Obesity_Type_II 14358,Male,21.0,1.62,70.0,no,no,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14359,Female,25.919241,1.611462,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.05093,1.0,Sometimes,Public_Transportation,Obesity_Type_III 14360,Female,26.0,1.62456,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 14361,Female,23.0,1.64,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14362,Male,33.954433,1.793476,97.449743,yes,yes,2.0,2.865657,Sometimes,no,2.0,no,1.098862,0.974939,Sometimes,Automobile,Overweight_Level_II 14363,Female,19.0,1.54,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14364,Male,18.0,1.883364,60.117993,yes,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,0.252635,no,Automobile,Insufficient_Weight 14365,Male,31.761799,1.784994,120.151967,yes,yes,2.938801,3.0,Sometimes,no,2.165804,no,1.465931,0.0,Sometimes,Automobile,Obesity_Type_II 14366,Female,26.0,1.641849,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 14367,Male,24.002404,1.766888,113.077187,yes,yes,1.276858,3.0,Sometimes,no,2.002495,no,1.006884,0.003695,Sometimes,Public_Transportation,Obesity_Type_II 14368,Male,20.0,1.65,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 14369,Male,23.0,1.65,62.0,no,no,2.0,4.0,Frequently,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14370,Female,21.0,1.57,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14371,Male,30.870724,1.76003,118.26569,yes,yes,2.57649,3.0,Sometimes,no,2.0,no,0.68183,0.340196,Sometimes,Automobile,Obesity_Type_II 14372,Female,26.0,1.656465,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 14373,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 14374,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14375,Female,21.0,1.56,48.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14376,Male,23.0,1.75,125.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 14377,Male,22.052152,1.876898,121.277832,yes,yes,2.871016,2.993623,Sometimes,no,1.927976,no,1.71836,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14378,Male,27.635029,1.75015,117.745833,yes,yes,1.773079,2.270163,Sometimes,no,2.042073,no,1.522399,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14379,Female,18.314593,1.787787,154.618446,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,1.97073,0.786423,Sometimes,Public_Transportation,Obesity_Type_III 14380,Female,25.994393,1.634894,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.530508,no,0.065264,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 14381,Male,19.0,1.82,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14382,Male,22.976188,1.783901,120.988454,yes,yes,2.9673,3.0,Sometimes,no,2.15687,no,1.48809,0.862724,Sometimes,Public_Transportation,Obesity_Type_II 14383,Male,23.0,1.78,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 14384,Female,18.10682,1.616467,82.403076,yes,yes,2.949242,2.716106,Sometimes,no,2.207978,no,0.25289,1.544357,no,Public_Transportation,Obesity_Type_I 14385,Female,21.0,1.62,55.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14386,Female,26.0,1.633195,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 14387,Female,20.0,1.67,78.0,yes,yes,3.0,2.893778,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 14388,Female,20.871667,1.73196,78.175706,yes,yes,2.746408,1.0,Sometimes,no,2.0,no,2.146778,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14389,Female,22.875223,1.622999,82.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14390,Female,19.0,1.7,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Walking,Insufficient_Weight 14391,Male,22.0,1.77,77.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14392,Female,21.0,1.65,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14393,Male,21.591439,1.676595,122.609911,yes,yes,2.442536,1.02075,Sometimes,no,1.163111,no,0.0,1.898139,Sometimes,Public_Transportation,Obesity_Type_II 14394,Male,28.363149,1.848553,112.740797,yes,yes,1.99953,3.0,Sometimes,no,2.452986,no,0.901924,0.0,Sometimes,Automobile,Obesity_Type_II 14395,Male,21.022206,1.836669,105.037203,yes,yes,2.0,3.0,Sometimes,no,1.962322,no,0.0,1.906141,Sometimes,Public_Transportation,Obesity_Type_I 14396,Female,40.0,1.7,80.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_II 14397,Male,22.429812,1.717288,75.0,yes,yes,2.0,3.0,Sometimes,no,2.069184,no,1.0,0.127443,Sometimes,Public_Transportation,Overweight_Level_I 14398,Male,22.0,1.62,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14399,Female,30.0,1.6,61.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 14400,Male,23.0,1.705584,80.0,yes,yes,2.0,2.658837,Sometimes,no,1.290979,no,0.756277,1.612432,Sometimes,Public_Transportation,Overweight_Level_II 14401,Female,21.67447,1.73581,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,1.618512,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 14402,Female,21.0,1.76,63.0,yes,yes,3.0,1.0,Frequently,no,3.0,no,3.0,0.0,no,Walking,Overweight_Level_I 14403,Female,23.365649,1.565288,65.031879,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.926592,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14404,Male,30.595632,1.909188,129.874864,yes,yes,2.490776,3.0,Sometimes,no,1.984323,no,0.854957,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 14405,Male,26.680376,1.819296,118.332966,yes,yes,3.0,2.992903,Sometimes,no,2.715572,no,0.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14406,Male,25.955361,1.74823,106.421042,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.796779,0.599441,Sometimes,Public_Transportation,Obesity_Type_II 14407,Female,26.0,1.629442,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 14408,Male,20.0,1.77,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 14409,Female,26.0,1.631547,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 14410,Female,21.412434,1.68838,121.835883,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.425712,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 14411,Female,21.413498,1.766888,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,1.386151,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 14412,Male,21.0,1.67,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 14413,Male,27.991467,1.759647,88.119139,yes,yes,1.118436,1.894384,Sometimes,no,2.0,no,0.679935,0.315261,Sometimes,Public_Transportation,Overweight_Level_II 14414,Female,21.572114,1.744319,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.427037,0.839659,Sometimes,Public_Transportation,Obesity_Type_III 14415,Female,25.966504,1.628855,105.479313,yes,yes,3.0,3.0,Sometimes,no,2.612758,no,0.115369,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 14416,Male,31.761799,1.777929,120.748213,yes,yes,2.262292,3.0,Sometimes,no,2.364208,no,1.874662,0.310394,no,Automobile,Obesity_Type_II 14417,Female,41.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14418,Female,26.0,1.663341,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 14419,Female,24.029432,1.607787,84.687554,yes,yes,2.340405,3.0,Sometimes,no,1.0,no,1.73234,0.0,no,Public_Transportation,Obesity_Type_I 14420,Female,26.0,1.641849,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 14421,Female,25.783865,1.624576,102.523111,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.513427,Sometimes,Public_Transportation,Obesity_Type_III 14422,Female,22.0,1.63,58.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14423,Female,24.0,1.62,84.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14424,Female,24.184891,1.659557,112.438508,yes,yes,3.0,3.0,Sometimes,no,2.098959,no,0.0,0.586035,Sometimes,Public_Transportation,Obesity_Type_III 14425,Female,21.28253,1.748313,133.573787,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.427037,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 14426,Female,26.0,1.618573,104.826776,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.01586,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 14427,Male,18.0,1.72,52.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 14428,Female,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14429,Male,19.872667,1.668649,85.607466,yes,yes,2.823179,3.095663,Sometimes,no,2.430918,no,1.453042,0.969085,no,Public_Transportation,Overweight_Level_I 14430,Male,23.0,1.67,75.0,yes,no,3.0,3.0,Always,no,1.0,yes,2.0,2.0,no,Public_Transportation,Overweight_Level_I 14431,Female,25.962949,1.628855,110.930509,yes,yes,3.0,3.0,Sometimes,no,1.757105,no,0.926201,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 14432,Female,19.515324,1.5,63.65233,no,yes,2.0,2.893778,Sometimes,no,1.277636,yes,0.614959,0.635867,Sometimes,Public_Transportation,Overweight_Level_I 14433,Male,17.0,1.755938,60.0,yes,yes,2.244654,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 14434,Female,23.0,1.59,50.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14435,Male,23.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Automobile,Obesity_Type_I 14436,Male,21.0,1.78,108.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14437,Male,25.920738,1.619128,104.928643,yes,yes,2.736298,1.134042,Sometimes,no,1.968011,no,1.501754,0.714701,no,Public_Transportation,Obesity_Type_II 14438,Female,26.0,1.623812,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 14439,Male,20.0,1.7,65.0,yes,no,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14440,Female,25.895546,1.668709,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.167086,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 14441,Male,30.710511,1.707613,102.555691,yes,yes,2.927187,1.262831,Sometimes,no,1.030501,no,1.333435,0.94232,no,Public_Transportation,Obesity_Type_II 14442,Male,18.0,1.821514,79.760922,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.111925,no,Public_Transportation,Overweight_Level_I 14443,Male,18.011903,1.755967,52.08657,yes,yes,1.412566,3.0,Sometimes,no,2.0,no,1.853425,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14444,Female,23.018443,1.623377,82.851318,yes,yes,2.076094,2.9774,Sometimes,no,1.011849,no,1.308852,0.630866,no,Public_Transportation,Obesity_Type_I 14445,Male,33.722449,1.877732,103.250355,yes,yes,2.392665,2.911568,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14446,Female,18.0,1.6,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14447,Male,27.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Automobile,Overweight_Level_II 14448,Male,24.920362,1.82559,120.860386,yes,yes,2.119643,3.0,Sometimes,no,2.099863,no,1.144076,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 14449,Female,23.0,1.66,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 14450,Male,38.0,1.68,75.0,yes,no,2.0,3.0,Frequently,yes,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 14451,Female,25.0,1.5,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 14452,Male,28.825223,1.754217,120.805715,yes,yes,2.058687,3.0,Sometimes,no,2.115967,no,0.582686,0.0,Sometimes,Automobile,Obesity_Type_II 14453,Male,21.0,1.697421,75.0,yes,yes,2.0,1.91863,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14454,Female,19.443639,1.802257,152.567671,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.991565,0.946888,Sometimes,Public_Transportation,Obesity_Type_III 14455,Female,18.907514,1.723587,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.612741,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 14456,Male,33.226808,1.854592,93.310284,yes,yes,2.046651,3.0,Sometimes,no,1.873591,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 14457,Male,30.638944,1.785957,120.60094,yes,yes,2.490937,3.0,Sometimes,no,2.31083,no,0.112454,0.0,Sometimes,Automobile,Obesity_Type_II 14458,Male,22.719385,1.86741,121.684311,yes,yes,2.654076,2.806298,Sometimes,no,1.970508,no,0.736032,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14459,Male,26.844812,1.772449,114.133149,yes,yes,2.263245,3.0,Sometimes,no,2.091934,no,1.308852,0.071317,Sometimes,Public_Transportation,Obesity_Type_II 14460,Male,33.55336,1.694423,83.986714,yes,yes,2.0,2.9774,Sometimes,no,2.452789,no,0.94141,0.176678,no,Automobile,Overweight_Level_II 14461,Female,25.722004,1.629442,104.741914,yes,yes,3.0,3.0,Sometimes,no,1.687611,no,0.094893,0.0,Sometimes,Public_Transportation,Obesity_Type_III 14462,Male,23.367212,1.853325,122.024954,yes,yes,2.971574,2.271734,Sometimes,no,2.0,no,1.48372,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14463,Female,18.0,1.735659,82.0,yes,yes,2.0,2.675411,Sometimes,no,1.660614,no,0.0,1.281541,no,Public_Transportation,Obesity_Type_I 14464,Female,25.929746,1.681314,104.754958,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.24629,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 14465,Female,21.895468,1.730636,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.444382,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 14466,Female,26.0,1.642392,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 14467,Male,18.0,1.74,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14468,Female,21.572114,1.751067,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.465909,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 14469,Female,18.826782,1.746652,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.869234,no,1.444382,0.975504,Sometimes,Public_Transportation,Obesity_Type_III 14470,Female,25.994949,1.629191,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 14471,Male,30.315784,1.758355,118.277657,yes,yes,2.18354,3.0,Sometimes,no,2.0,no,1.05545,0.0,Sometimes,Automobile,Obesity_Type_II 14472,Male,18.0,1.75,52.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 14473,Male,25.846279,1.757132,118.363376,yes,yes,2.938616,3.0,Sometimes,no,2.092509,no,1.076729,0.061282,Sometimes,Public_Transportation,Obesity_Type_II 14474,Male,18.0,1.716691,50.0,no,yes,1.882235,3.0,Sometimes,no,1.095417,no,0.520408,1.34403,Sometimes,Public_Transportation,Insufficient_Weight 14475,Male,30.607546,1.774983,120.898397,yes,yes,2.918113,3.0,Sometimes,no,2.174248,no,0.882709,0.100048,Sometimes,Automobile,Obesity_Type_II 14476,Male,18.0,1.63,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14477,Female,23.712641,1.669701,113.90198,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.167086,0.486868,Sometimes,Public_Transportation,Obesity_Type_III 14478,Female,19.0,1.65,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14479,Female,25.992898,1.635905,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.000272,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 14480,Female,21.0,1.65,59.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14481,Female,21.0,1.62,58.0,no,yes,3.0,1.0,Sometimes,yes,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14482,Male,25.498965,1.764138,112.835195,yes,yes,1.392665,3.0,Sometimes,no,2.0,no,1.284798,1.74288,Sometimes,Public_Transportation,Obesity_Type_II 14483,Male,34.0,1.78,86.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 14484,Male,24.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14485,Male,31.010302,1.719342,124.95278,yes,yes,2.104772,3.0,Sometimes,no,1.880967,no,1.910577,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14486,Male,18.0,1.752206,80.0,yes,yes,2.0,1.0,Sometimes,no,1.081719,no,1.0,0.062167,no,Public_Transportation,Overweight_Level_I 14487,Female,21.840654,1.763465,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.076729,0.93648,Sometimes,Public_Transportation,Obesity_Type_III 14488,Female,18.0,1.6,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 14489,Female,26.0,1.59994,104.303711,yes,yes,3.0,3.0,Sometimes,no,2.194746,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 14490,Female,26.0,1.637725,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.440087,Sometimes,Public_Transportation,Obesity_Type_III 14491,Male,25.380557,1.792998,114.133149,yes,yes,2.19331,3.0,Sometimes,no,2.092326,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14492,Male,24.284861,1.807538,120.082941,yes,yes,2.219186,3.0,Sometimes,no,2.724099,no,1.427037,0.68173,Sometimes,Public_Transportation,Obesity_Type_II 14493,Male,22.033129,1.788239,95.269089,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.045246,1.043108,no,Public_Transportation,Obesity_Type_I 14494,Male,31.0,1.8,92.0,yes,yes,2.0,1.0,Sometimes,yes,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 14495,Female,23.0,1.68,51.5,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 14496,Female,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14497,Female,26.0,1.641132,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 14498,Female,30.0,1.5,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14499,Male,23.0,1.65731,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.967627,1.77795,no,Public_Transportation,Obesity_Type_II 14500,Male,27.266287,1.77558,116.160329,yes,yes,1.868212,3.0,Sometimes,no,2.0,no,0.0,1.094046,Sometimes,Automobile,Obesity_Type_II 14501,Male,22.851773,1.86714,121.310257,yes,yes,2.611847,2.9796,Sometimes,no,1.375728,no,0.876101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14502,Male,19.673262,1.781543,89.93889,yes,yes,1.4925,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14503,Female,21.232659,1.724268,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.655993,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 14504,Male,18.0,1.7921,108.742005,yes,yes,2.0,3.0,Sometimes,no,2.497065,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14505,Female,26.0,1.652971,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 14506,Female,22.0,1.72,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 14507,Female,26.0,1.623707,105.257543,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 14508,Male,27.439056,1.755938,112.010504,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.74288,Sometimes,Public_Transportation,Obesity_Type_II 14509,Female,39.0,1.72,80.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 14510,Male,17.0,1.85,55.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,1.0,no,Walking,Normal_Weight 14511,Female,20.418832,1.62495,102.781971,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,1.68249,0.450479,Sometimes,Public_Transportation,Obesity_Type_III 14512,Female,25.96701,1.629442,104.768318,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.05093,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 14513,Female,30.79626,1.688436,73.939268,yes,yes,2.977585,3.0,Sometimes,no,2.0,no,2.292073,0.0,Frequently,Automobile,Overweight_Level_I 14514,Female,23.0,1.64,64.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14515,Female,21.0,1.75,79.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14516,Male,19.0,1.62,69.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14517,Male,22.869778,1.795311,89.868784,yes,yes,1.910176,2.938135,Sometimes,no,2.0,no,0.0,0.631217,Sometimes,Public_Transportation,Obesity_Type_I 14518,Male,21.0,1.78,88.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 14519,Female,21.0,1.64,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 14520,Male,25.991194,1.871014,96.192662,yes,yes,1.443674,2.968098,Sometimes,no,2.838893,no,1.596576,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14521,Female,26.0,1.624134,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 14522,Male,21.0,1.83,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14523,Female,26.0,1.618683,104.808542,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,0.0,0.276364,Sometimes,Public_Transportation,Obesity_Type_III 14524,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14525,Female,25.929746,1.643111,109.982692,yes,yes,3.0,3.0,Sometimes,no,1.515183,no,0.162279,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 14526,Female,26.591628,1.799902,78.096062,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.097114,0.925843,Sometimes,Public_Transportation,Overweight_Level_II 14527,Female,19.0,1.7,78.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 14528,Male,33.251015,1.747739,84.210535,yes,yes,2.951591,3.0,Sometimes,no,2.133876,no,1.39302,0.0,no,Automobile,Overweight_Level_II 14529,Female,19.955257,1.64602,49.839685,no,no,3.0,3.0,Frequently,no,2.715572,no,0.107078,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14530,Female,23.0,1.750278,78.048207,yes,yes,1.518966,1.941307,Sometimes,no,2.0,no,1.0,1.89388,no,Public_Transportation,Overweight_Level_II 14531,Female,26.0,1.629727,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 14532,Male,21.0,1.71,75.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14533,Male,30.554956,1.82525,120.60094,yes,yes,2.654076,3.0,Sometimes,no,2.846259,no,0.883542,0.292956,Sometimes,Automobile,Obesity_Type_II 14534,Female,26.0,1.63302,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.514872,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 14535,Female,26.015448,1.717037,78.637307,yes,yes,2.821727,3.0,Sometimes,no,2.292073,no,0.897702,0.0,Frequently,Automobile,Overweight_Level_I 14536,Female,26.0,1.6,45.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14537,Female,26.0,1.610225,110.621723,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 14538,Male,24.006271,1.757961,112.879662,yes,yes,1.996646,2.783336,Sometimes,no,2.0,no,1.076729,0.786665,Sometimes,Public_Transportation,Obesity_Type_II 14539,Female,18.335019,1.737056,132.116491,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,0.743005,0.833761,Sometimes,Public_Transportation,Obesity_Type_III 14540,Male,55.0,1.83,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 14541,Female,21.566815,1.55,62.339003,no,yes,2.031246,1.0,Sometimes,no,1.613829,no,0.684739,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14542,Female,21.391371,1.716497,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.700889,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 14543,Female,38.445148,1.557808,78.637307,yes,yes,2.048582,1.0,Sometimes,no,3.0,no,0.170452,0.0,Sometimes,Automobile,Obesity_Type_I 14544,Male,30.0,1.75,109.0,yes,no,3.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 14545,Male,29.633715,1.842943,104.821175,yes,yes,2.0,2.902766,Sometimes,no,2.18162,no,1.967234,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14546,Male,22.0,1.75,125.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14547,Male,23.668137,1.775815,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 14548,Female,26.0,1.643892,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.768141,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14549,Male,18.869151,1.758038,54.835576,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.16079,2.0,Sometimes,Public_Transportation,Insufficient_Weight 14550,Female,23.0,1.6,55.0,no,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,1.0,no,Walking,Overweight_Level_I 14551,Male,24.05331,1.788586,86.490766,yes,yes,2.735297,2.993634,Sometimes,no,2.045069,no,0.9529,0.688293,Sometimes,Public_Transportation,Overweight_Level_II 14552,Female,37.955371,1.560648,76.129784,yes,yes,2.918113,3.0,Sometimes,no,1.459511,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14553,Male,30.575349,1.757442,112.879662,yes,yes,2.145114,3.0,Sometimes,no,2.038128,no,0.68183,0.2916,Sometimes,Public_Transportation,Obesity_Type_II 14554,Male,30.200946,1.908608,129.679131,yes,yes,2.765063,3.0,Sometimes,no,1.957871,no,0.769709,0.658783,Sometimes,Public_Transportation,Obesity_Type_II 14555,Male,37.829525,1.755938,118.29188,yes,yes,2.44004,3.0,Sometimes,no,1.771198,no,0.855973,0.0,Sometimes,Automobile,Obesity_Type_II 14556,Female,18.0,1.63,56.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 14557,Male,22.088059,1.754813,105.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.661556,1.551934,Sometimes,Public_Transportation,Obesity_Type_I 14558,Female,16.913841,1.572791,54.997374,yes,yes,2.00876,3.0,Sometimes,no,2.036764,no,2.052896,0.974939,Sometimes,Public_Transportation,Insufficient_Weight 14559,Female,25.920738,1.608914,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,0.204108,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 14560,Male,25.0,1.75,115.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 14561,Female,26.0,1.652674,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 14562,Male,17.0,1.8,95.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 14563,Female,17.412629,1.7,97.350366,yes,yes,2.0,2.965494,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 14564,Female,26.0,1.65782,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 14565,Female,18.0,1.62,45.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14566,Female,22.771612,1.604893,82.0,yes,yes,1.00876,1.0,Sometimes,no,2.0,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_I 14567,Male,27.93982,1.694642,99.709329,yes,yes,2.869833,1.273128,Sometimes,no,2.0,no,1.63812,0.519395,no,Public_Transportation,Obesity_Type_II 14568,Female,17.971574,1.768435,55.01045,no,yes,1.204855,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14569,Male,24.361936,1.762921,117.368716,yes,yes,2.178308,2.888193,Sometimes,no,2.766674,no,1.046463,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14570,Female,19.0,1.589027,42.367615,no,yes,3.0,3.471536,Frequently,no,1.596301,no,1.42237,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14571,Male,19.726522,1.73196,85.312639,yes,yes,2.992205,3.0,Sometimes,no,2.310423,no,0.390877,0.692343,Sometimes,Public_Transportation,Overweight_Level_II 14572,Female,32.0,1.63,102.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 14573,Male,23.454558,1.86516,121.284533,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.631565,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14574,Male,34.970367,1.705617,84.191125,yes,yes,2.487781,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 14575,Female,21.700748,1.745644,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.508897,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 14576,Female,23.018443,1.5891,70.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.94676,0.0,no,Public_Transportation,Obesity_Type_I 14577,Male,18.0,1.721854,52.514302,yes,yes,1.123939,3.0,Sometimes,no,1.0,no,0.520407,1.597608,Sometimes,Public_Transportation,Insufficient_Weight 14578,Male,30.958051,1.766547,101.482054,yes,yes,2.964319,3.0,Sometimes,no,1.0,no,0.545931,1.0,no,Automobile,Obesity_Type_II 14579,Female,18.0,1.56,51.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14580,Male,18.0,1.844218,89.868784,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14581,Male,17.0,1.78,56.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,no,Automobile,Insufficient_Weight 14582,Female,17.0,1.66,60.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Automobile,Normal_Weight 14583,Male,17.0,1.8,93.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,2.0,Sometimes,Walking,Overweight_Level_II 14584,Female,19.0,1.56,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 14585,Male,18.0,1.67,62.0,yes,no,3.0,4.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 14586,Male,27.899784,1.821514,99.530971,yes,yes,2.44004,3.0,Sometimes,no,2.080968,no,2.009397,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14587,Female,21.0,1.63,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14588,Female,17.925497,1.755507,55.967655,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.283673,no,Public_Transportation,Insufficient_Weight 14589,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14590,Female,19.0,1.56,45.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14591,Female,21.0,1.69,79.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Walking,Normal_Weight 14592,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 14593,Female,21.0,1.61,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14594,Male,21.72127,1.780725,105.712219,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.905826,Sometimes,Public_Transportation,Obesity_Type_I 14595,Female,21.572114,1.748524,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.427037,0.873936,Sometimes,Public_Transportation,Obesity_Type_III 14596,Male,23.912387,1.75,119.050381,yes,yes,2.571274,2.9948,Sometimes,no,2.452986,no,0.631565,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14597,Female,26.0,1.73945,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.679137,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 14598,Female,34.231083,1.673767,79.697278,yes,yes,2.0,2.057935,Sometimes,no,1.995035,no,0.852344,0.0,no,Automobile,Overweight_Level_II 14599,Female,55.022494,1.673394,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.80989,0.0,no,Automobile,Overweight_Level_II 14600,Male,34.098174,1.742538,84.687554,yes,yes,2.002076,2.64155,Sometimes,no,2.168904,no,2.077653,0.0,no,Automobile,Overweight_Level_II 14601,Female,22.0,1.63,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14602,Male,38.098745,1.801224,118.237782,yes,yes,2.392179,2.9948,Sometimes,no,2.06039,no,0.390937,0.0,Sometimes,Automobile,Obesity_Type_II 14603,Female,19.0,1.6,66.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14604,Female,20.0,1.53,102.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 14605,Male,18.0,1.85,70.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 14606,Female,25.653233,1.68395,104.572712,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.067329,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 14607,Male,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14608,Female,18.0,1.63,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14609,Female,22.025438,1.751691,53.65727,yes,yes,2.0,3.0,Frequently,no,2.566629,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 14610,Female,42.0,1.56,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 14611,Male,25.027254,1.790151,116.311962,yes,yes,1.994679,3.0,Sometimes,no,2.043703,no,1.04268,1.082838,Sometimes,Public_Transportation,Obesity_Type_II 14612,Male,17.038222,1.830068,58.854416,yes,yes,2.416044,3.0,Sometimes,no,2.0,no,2.011646,0.912457,no,Automobile,Insufficient_Weight 14613,Male,18.0,1.65,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14614,Female,26.0,1.633442,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14615,Male,23.975685,1.77558,120.988454,yes,yes,2.475892,2.993634,Sometimes,no,2.949356,no,1.866839,0.100048,Sometimes,Public_Transportation,Obesity_Type_II 14616,Male,25.196214,1.75,112.875283,yes,yes,1.989905,3.0,Sometimes,no,2.01499,no,1.556709,0.55415,Sometimes,Public_Transportation,Obesity_Type_II 14617,Male,28.704462,1.753081,117.326523,yes,yes,2.633855,3.0,Sometimes,no,2.0,no,0.0,0.014885,Sometimes,Public_Transportation,Obesity_Type_II 14618,Female,19.0,1.52,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14619,Male,26.271621,1.714253,82.0,yes,yes,1.836554,1.139317,Sometimes,no,2.0,no,0.129902,0.993786,no,Automobile,Overweight_Level_I 14620,Female,25.95774,1.629225,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.626467,no,0.06582,0.518542,Sometimes,Public_Transportation,Obesity_Type_III 14621,Female,18.024853,1.608914,82.0,yes,yes,2.818502,1.0,Sometimes,no,2.0,no,1.0,1.554404,no,Public_Transportation,Obesity_Type_I 14622,Male,28.255199,1.758733,120.794535,yes,yes,2.5621,3.0,Sometimes,no,2.041536,no,1.256115,0.681773,Sometimes,Automobile,Obesity_Type_II 14623,Male,24.443011,1.775626,97.92035,yes,yes,2.0,3.0,Sometimes,no,2.999495,no,2.669179,1.556052,no,Public_Transportation,Obesity_Type_I 14624,Female,19.0,1.56,50.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14625,Female,18.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 14626,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 14627,Male,24.05331,1.853373,121.737836,yes,yes,2.225149,2.756622,Sometimes,no,2.170225,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14628,Male,22.846357,1.84629,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14629,Female,37.955371,1.577921,62.341438,yes,yes,2.048582,1.139317,Sometimes,no,2.803311,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 14630,Male,24.443011,1.849507,121.527369,yes,yes,2.341133,2.567567,Sometimes,no,2.0,no,1.285976,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14631,Male,34.0,1.7,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 14632,Female,20.0,1.5,65.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14633,Male,22.200779,1.848602,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.975887,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14634,Female,21.098035,1.841908,144.302261,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.699181,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 14635,Male,26.208134,1.7,80.434073,yes,yes,2.0,1.894384,Sometimes,no,2.0,no,0.827502,0.0,Frequently,Public_Transportation,Overweight_Level_II 14636,Male,26.348156,1.75,118.20313,yes,yes,2.290095,3.0,Sometimes,no,2.174835,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14637,Male,23.887569,1.705617,80.0,yes,yes,2.0,2.598079,Sometimes,no,2.0,no,2.847761,0.096614,Sometimes,Public_Transportation,Overweight_Level_II 14638,Male,28.404332,1.774647,112.173731,yes,yes,1.924632,3.0,Sometimes,no,2.067741,no,0.0,0.017016,Sometimes,Automobile,Obesity_Type_II 14639,Female,26.0,1.641918,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 14640,Female,19.0,1.63,61.0,yes,yes,3.0,3.0,Always,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14641,Female,23.647935,1.668931,114.465425,yes,yes,3.0,3.0,Sometimes,no,2.38725,no,0.181324,0.67688,Sometimes,Public_Transportation,Obesity_Type_III 14642,Female,21.979769,1.611058,66.126964,yes,yes,2.213135,3.0,Sometimes,no,2.046766,no,2.172546,0.105895,Sometimes,Public_Transportation,Overweight_Level_I 14643,Male,25.526746,1.787052,115.347176,yes,yes,2.969233,3.0,Sometimes,no,2.640483,no,1.32534,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14644,Female,23.0,1.6,45.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14645,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14646,Female,26.0,1.613928,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 14647,Female,22.851773,1.730113,79.414603,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.813318,2.0,no,Public_Transportation,Obesity_Type_I 14648,Female,21.0,1.6,68.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14649,Female,19.407204,1.520997,42.0,no,yes,3.0,1.0,Frequently,no,1.527036,no,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 14650,Male,22.661556,1.660324,94.189167,yes,yes,2.0,2.049565,Sometimes,no,2.0,no,0.0,0.105936,no,Public_Transportation,Overweight_Level_II 14651,Female,25.982113,1.602082,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.069802,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 14652,Male,19.0,1.8,87.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 14653,Female,27.0,1.62,58.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 14654,Female,17.0,1.6,65.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 14655,Female,26.0,1.639524,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 14656,Female,18.0,1.56,50.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14657,Female,40.466313,1.559005,80.0,yes,yes,2.0,1.211606,Sometimes,no,1.871033,no,0.527341,0.0,Sometimes,Automobile,Obesity_Type_I 14658,Male,33.182127,1.836007,97.029249,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 14659,Female,20.0,1.54,74.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14660,Female,20.3756,1.748584,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,1.427037,0.675076,Sometimes,Public_Transportation,Obesity_Type_III 14661,Female,37.356288,1.559499,62.871794,yes,yes,2.0,3.0,Sometimes,no,1.630528,no,0.0,0.953841,Sometimes,Automobile,Overweight_Level_I 14662,Female,26.0,1.633945,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 14663,Male,20.0,1.53,65.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14664,Male,33.0816,1.705617,103.705418,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 14665,Female,21.669478,1.748313,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.865018,no,1.655488,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 14666,Male,18.0,1.74,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 14667,Male,21.81119,1.732694,78.997166,yes,yes,2.0,2.95833,Sometimes,no,2.530428,yes,0.148628,0.739609,Sometimes,Public_Transportation,Overweight_Level_I 14668,Male,30.551096,1.786758,90.0,yes,yes,2.0,3.0,Sometimes,no,2.740525,no,1.0,0.76399,Sometimes,Automobile,Overweight_Level_II 14669,Female,21.682636,1.747773,133.146595,yes,yes,3.0,3.0,Sometimes,no,2.787569,no,1.699056,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 14670,Male,26.774115,1.75,118.26569,yes,yes,2.252472,3.0,Sometimes,no,2.154326,no,0.112383,1.443212,Sometimes,Automobile,Obesity_Type_II 14671,Male,21.0,1.68,67.0,no,no,2.0,1.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14672,Male,17.671064,1.708742,97.350366,yes,yes,2.913452,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14673,Male,20.0,1.78,105.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 14674,Male,24.149036,1.754218,120.794535,yes,yes,2.722161,3.0,Sometimes,no,2.357373,no,1.386151,0.673408,Sometimes,Public_Transportation,Obesity_Type_II 14675,Male,18.0,1.782714,55.523481,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 14676,Male,22.0,1.88,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14677,Female,26.0,1.668951,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.668261,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 14678,Male,33.700749,1.700164,84.124993,yes,no,2.0,3.0,Sometimes,no,1.984323,no,0.0,0.128895,Sometimes,Public_Transportation,Overweight_Level_II 14679,Female,26.0,1.611452,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 14680,Male,20.0,1.65,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 14681,Male,18.0,1.786532,108.204547,yes,yes,2.0,1.867836,Sometimes,no,2.434832,no,1.0,0.4346,no,Public_Transportation,Obesity_Type_I 14682,Male,37.852953,1.748015,117.468516,yes,yes,2.822183,2.650088,Sometimes,no,1.721507,no,1.252472,0.0,Sometimes,Automobile,Obesity_Type_II 14683,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_II 14684,Female,25.950898,1.606474,104.270062,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.129163,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 14685,Female,21.996118,1.830068,44.762023,no,no,2.948248,2.741413,Frequently,no,2.654702,no,1.295759,0.0,no,Public_Transportation,Insufficient_Weight 14686,Female,21.0,1.61,66.5,no,yes,3.0,3.0,no,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 14687,Female,41.0,1.57,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 14688,Male,21.243142,1.701634,96.078462,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.665621,Sometimes,Public_Transportation,Obesity_Type_I 14689,Female,25.920738,1.610086,102.910613,yes,yes,3.0,3.0,Sometimes,no,1.02161,no,0.0,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 14690,Female,21.28253,1.761773,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,1.655488,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 14691,Female,19.858973,1.534223,42.0,no,yes,2.598051,3.0,Frequently,no,1.546856,no,1.19102,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14692,Male,19.0,1.7,79.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14693,Female,18.0,1.6,63.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14694,Female,22.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 14695,Male,26.758516,1.824449,87.27989,no,yes,2.746408,1.171027,Sometimes,no,2.263551,no,2.0,0.0,no,Automobile,Overweight_Level_I 14696,Female,16.270434,1.634637,45.0,yes,yes,2.81646,3.0,Sometimes,no,2.302506,yes,0.979306,0.673408,Sometimes,Public_Transportation,Insufficient_Weight 14697,Female,18.0,1.65,85.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14698,Female,26.0,1.621671,107.55963,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 14699,Female,24.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14700,Male,17.0,1.83,97.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14701,Female,23.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 14702,Male,24.320154,1.773656,85.316125,yes,yes,2.0,2.983201,Sometimes,no,2.973729,no,1.99975,0.370067,Sometimes,Public_Transportation,Overweight_Level_II 14703,Female,22.0,1.63,63.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14704,Female,25.999185,1.611462,102.000122,yes,yes,3.0,3.0,Sometimes,no,1.068432,no,0.001297,0.0,Sometimes,Public_Transportation,Obesity_Type_III 14705,Female,25.940153,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.008013,0.604692,Sometimes,Public_Transportation,Obesity_Type_III 14706,Male,30.0,1.83,130.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14707,Male,20.0,1.83,87.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 14708,Female,20.0,1.6,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14709,Female,18.0,1.75,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14710,Female,19.005725,1.717722,90.0,yes,yes,2.0,2.937989,Sometimes,no,2.003563,no,0.915699,1.58483,Sometimes,Public_Transportation,Obesity_Type_I 14711,Male,25.45763,1.857231,117.849351,yes,yes,2.19331,3.0,Sometimes,no,2.191401,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14712,Male,24.178638,1.773766,120.082941,yes,yes,2.765063,2.976098,Sometimes,no,2.868679,no,1.981154,0.357581,Sometimes,Public_Transportation,Obesity_Type_II 14713,Male,17.0,1.72,53.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14714,Male,19.0,1.840138,60.0,yes,no,2.0,4.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Insufficient_Weight 14715,Male,26.199321,1.761519,112.348722,yes,yes,2.442536,2.6648,Sometimes,no,2.357373,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_II 14716,Male,24.079524,1.765874,82.045045,yes,yes,1.064162,3.98955,Sometimes,no,2.028426,no,0.81517,0.894678,Sometimes,Public_Transportation,Overweight_Level_I 14717,Female,21.566815,1.739991,133.94608,yes,yes,3.0,3.0,Sometimes,no,1.835545,no,1.645532,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 14718,Male,31.194458,1.726606,81.978743,yes,yes,2.0,2.9796,Sometimes,no,1.726109,no,0.753782,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14719,Male,24.023972,1.700499,81.978743,yes,yes,2.0,2.443812,Sometimes,no,1.336526,no,0.0,1.74288,Sometimes,Public_Transportation,Overweight_Level_II 14720,Male,21.0,1.78,68.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14721,Male,33.251015,1.787264,103.841672,yes,yes,2.133955,3.0,Sometimes,no,1.846754,no,1.854337,0.0,no,Automobile,Obesity_Type_II 14722,Male,17.441593,1.698829,97.58826,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.667745,no,Public_Transportation,Obesity_Type_I 14723,Female,23.0,1.64602,89.991671,yes,yes,1.899116,1.163666,Sometimes,no,2.079131,no,0.0,1.516731,no,Public_Transportation,Obesity_Type_I 14724,Female,26.0,1.62439,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,0.0,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 14725,Female,22.759286,1.622241,82.0,yes,yes,2.0,3.0,Sometimes,no,2.7305,no,0.0,0.178301,Sometimes,Public_Transportation,Obesity_Type_I 14726,Male,19.0,1.87,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14727,Female,16.30687,1.745528,50.0,no,yes,1.005578,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14728,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14729,Male,18.0,1.8,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14730,Male,18.0,1.704223,75.480764,yes,no,2.971574,3.0,Sometimes,no,2.0,no,1.0,0.023564,Sometimes,Public_Transportation,Overweight_Level_II 14731,Female,21.0,1.603963,68.722222,no,yes,1.57223,1.0,Sometimes,no,2.976177,no,0.0,0.555468,Sometimes,Public_Transportation,Overweight_Level_I 14732,Female,26.0,1.637725,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.383953,Sometimes,Public_Transportation,Obesity_Type_III 14733,Female,20.951084,1.726606,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.816052,no,1.586525,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 14734,Female,38.0,1.5,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 14735,Female,37.355417,1.584951,71.170001,yes,yes,2.549782,3.0,Sometimes,no,1.029703,no,0.045651,0.0,Sometimes,Automobile,Overweight_Level_II 14736,Male,21.086512,1.647821,88.675503,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14737,Male,25.314163,1.783901,120.644178,yes,yes,2.795086,3.0,Sometimes,no,2.868167,no,1.557737,0.537659,Sometimes,Public_Transportation,Obesity_Type_II 14738,Female,22.720449,1.650052,86.639861,yes,yes,2.740633,2.692889,Sometimes,no,2.721356,no,0.291309,1.0,no,Public_Transportation,Obesity_Type_I 14739,Male,22.0,1.72,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14740,Female,21.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14741,Female,18.0,1.65,86.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,1.0,no,Public_Transportation,Obesity_Type_I 14742,Female,31.315593,1.550053,67.999778,yes,yes,2.846452,3.245148,Sometimes,no,1.591909,no,0.0,1.670313,Sometimes,Automobile,Overweight_Level_II 14743,Male,34.243146,1.7,84.687554,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 14744,Male,21.721507,1.818641,106.49141,yes,yes,2.0,2.042078,Sometimes,no,2.763573,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14745,Male,24.265943,1.849425,120.57457,yes,yes,2.938616,3.0,Sometimes,no,2.140544,no,1.144076,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 14746,Male,22.676243,1.803129,105.028665,yes,yes,2.0,3.0,Sometimes,no,2.807984,no,1.266739,0.554072,Sometimes,Public_Transportation,Obesity_Type_I 14747,Male,21.001282,1.72,78.55444,yes,yes,2.0,1.001542,Sometimes,no,2.0,no,1.522399,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14748,Male,21.0,1.82,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 14749,Male,20.0,1.87,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14750,Male,23.0,1.72,75.607867,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 14751,Female,21.680123,1.73945,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.412357,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 14752,Male,18.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14753,Male,21.052016,1.676095,75.5771,yes,yes,2.0,2.993623,Sometimes,no,2.766674,no,0.146919,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14754,Female,18.014333,1.624099,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.637368,0.105936,Sometimes,Public_Transportation,Insufficient_Weight 14755,Male,24.362124,1.82559,120.996074,yes,yes,2.123159,3.0,Sometimes,no,2.0,no,1.0,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 14756,Female,25.966504,1.629727,105.131956,yes,yes,3.0,3.0,Sometimes,no,1.554925,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 14757,Female,22.0,1.71,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 14758,Female,19.950605,1.534385,42.0,no,yes,3.0,3.205009,Frequently,no,1.0,no,1.078719,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14759,Female,20.0,1.6,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14760,Male,31.539393,1.754439,118.424156,yes,yes,2.57649,3.0,Sometimes,yes,1.0,no,0.684739,0.0,Sometimes,Automobile,Obesity_Type_II 14761,Female,27.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 14762,Female,20.0,1.59,42.0,no,no,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14763,Female,18.871917,1.53777,41.669346,no,yes,2.749629,1.619796,Sometimes,no,1.526416,no,0.0,0.264969,Sometimes,Public_Transportation,Insufficient_Weight 14764,Female,21.0,1.61,61.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14765,Female,28.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 14766,Male,23.260061,1.835643,121.204668,yes,yes,2.819934,2.574108,Sometimes,no,1.755497,no,0.387991,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14767,Male,24.149036,1.773664,114.067936,yes,yes,1.369529,3.0,Sometimes,no,2.040137,no,1.016254,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 14768,Female,18.907514,1.587546,82.01831,yes,yes,2.060922,3.0,Sometimes,no,1.0,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_I 14769,Male,20.254534,1.78968,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.616285,no,1.616882,0.838847,no,Public_Transportation,Obesity_Type_I 14770,Female,20.976842,1.737056,133.742943,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,1.537639,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 14771,Female,26.0,1.633442,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 14772,Female,21.682636,1.73995,133.955091,yes,yes,3.0,3.0,Sometimes,no,1.630528,no,1.427037,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 14773,Female,26.0,1.641918,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14774,Male,21.721507,1.65,94.094184,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.292476,no,Public_Transportation,Obesity_Type_I 14775,Male,29.0,1.795311,89.068227,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,0.344013,0.0,Sometimes,Automobile,Obesity_Type_I 14776,Female,26.0,1.58,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14777,Male,19.0,1.7,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Normal_Weight 14778,Female,34.288249,1.698914,85.0,yes,yes,2.0,3.0,Sometimes,no,1.639807,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 14779,Female,19.0,1.64,49.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Frequently,Public_Transportation,Insufficient_Weight 14780,Female,18.335019,1.732951,128.763843,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,1.699056,0.735201,Sometimes,Public_Transportation,Obesity_Type_III 14781,Male,30.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 14782,Male,19.0,1.8,82.0,yes,yes,1.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 14783,Male,21.0,1.77,66.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14784,Female,18.0,1.56,50.0,no,yes,3.0,1.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14785,Female,28.830558,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 14786,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14787,Male,23.090215,1.7,90.0,yes,yes,2.0,3.90779,Sometimes,no,2.0,no,0.974656,0.908271,Sometimes,Public_Transportation,Overweight_Level_II 14788,Male,19.725718,1.87199,64.726948,yes,yes,2.0,3.263201,Sometimes,no,2.0,no,2.405963,0.619012,Sometimes,Automobile,Insufficient_Weight 14789,Male,26.826961,1.82697,120.975489,yes,yes,2.21965,3.0,Sometimes,no,2.597746,no,0.742113,0.26579,Sometimes,Public_Transportation,Obesity_Type_II 14790,Female,21.768153,1.76416,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.465931,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 14791,Female,21.0,1.65,73.0,yes,yes,3.0,4.0,Always,no,1.0,yes,0.0,1.0,no,Public_Transportation,Normal_Weight 14792,Female,21.0,1.75,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Automobile,Overweight_Level_I 14793,Female,21.849705,1.741014,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.399183,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 14794,Male,21.0,1.67,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 14795,Male,21.0,1.67,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 14796,Male,33.0,1.85,97.92035,yes,yes,2.0,1.854536,Sometimes,no,3.0,no,1.0,1.547086,Sometimes,Public_Transportation,Overweight_Level_II 14797,Female,21.700748,1.603501,82.403076,yes,yes,1.122127,3.0,Sometimes,no,2.15157,no,1.228136,0.828549,Sometimes,Public_Transportation,Overweight_Level_I 14798,Male,22.379676,1.741377,80.749657,yes,yes,2.0,3.0,Sometimes,no,2.269564,no,2.7243,0.0,no,Public_Transportation,Overweight_Level_II 14799,Male,23.0,1.65,93.614246,yes,yes,2.0,2.983297,Sometimes,no,1.957871,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 14800,Female,20.254534,1.564568,41.397378,no,yes,3.0,1.0,Frequently,no,1.696691,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 14801,Female,24.0,1.57,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14802,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14803,Female,26.011928,1.615385,85.0,yes,yes,2.954996,3.0,Sometimes,no,2.95311,no,1.079524,0.41758,no,Automobile,Obesity_Type_I 14804,Female,27.0,1.7,78.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 14805,Male,30.702559,1.787802,115.10813,yes,yes,2.766612,3.0,Sometimes,no,2.151809,no,1.930033,0.630866,Sometimes,Automobile,Obesity_Type_II 14806,Male,22.988004,1.859717,121.236915,yes,yes,2.880483,2.695396,Sometimes,no,1.791286,no,1.813318,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14807,Male,17.971786,1.7,56.029418,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.029728,0.487375,Sometimes,Automobile,Overweight_Level_I 14808,Female,25.966504,1.669701,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.307563,no,0.129178,0.908271,Sometimes,Public_Transportation,Obesity_Type_III 14809,Male,25.540865,1.764138,103.841672,yes,yes,2.9673,2.122545,Sometimes,no,2.159987,no,1.955992,0.0,no,Public_Transportation,Obesity_Type_II 14810,Female,25.954511,1.628855,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.495851,no,0.001015,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 14811,Male,30.156664,1.75,118.363376,yes,yes,2.724285,3.0,Sometimes,no,2.161303,no,0.112454,0.010721,Sometimes,Public_Transportation,Obesity_Type_II 14812,Male,24.408805,1.779547,118.740035,yes,yes,2.73691,3.0,Sometimes,no,2.045004,no,0.854957,0.345887,Sometimes,Public_Transportation,Obesity_Type_II 14813,Female,25.929746,1.627818,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,0.162279,0.534553,Sometimes,Public_Transportation,Obesity_Type_III 14814,Male,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14815,Male,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 14816,Female,26.0,1.637725,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 14817,Female,26.0,1.627567,110.074946,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.000272,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 14818,Male,22.828435,1.753327,52.331172,yes,yes,2.596364,3.0,Frequently,no,2.0,no,0.281734,1.488372,no,Public_Transportation,Insufficient_Weight 14819,Female,21.682367,1.789555,137.796884,yes,yes,3.0,3.0,Sometimes,no,1.873004,no,1.645532,0.869238,Sometimes,Public_Transportation,Obesity_Type_III 14820,Female,21.28253,1.7199,131.929712,yes,yes,3.0,3.0,Sometimes,no,2.078084,no,1.46525,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 14821,Male,16.913841,1.717775,58.673963,no,yes,2.21498,3.0,Sometimes,no,2.0,no,2.0,1.391948,Sometimes,Automobile,Insufficient_Weight 14822,Female,18.0,1.712473,50.0,no,yes,2.451009,3.0,Frequently,no,1.876915,no,1.306476,1.612432,Sometimes,Public_Transportation,Insufficient_Weight 14823,Male,23.963649,1.803527,120.775439,yes,yes,2.591439,2.392811,Sometimes,no,2.911187,no,0.99295,0.200516,Sometimes,Public_Transportation,Obesity_Type_II 14824,Male,30.607546,1.793174,118.165082,yes,yes,2.002076,3.0,Sometimes,no,2.338373,no,0.897562,0.081156,Sometimes,Automobile,Obesity_Type_II 14825,Female,34.204408,1.662978,79.863546,yes,yes,2.0,1.851088,Sometimes,no,1.074048,no,0.883542,0.0,Sometimes,Automobile,Overweight_Level_I 14826,Male,25.15462,1.825449,120.980508,yes,yes,2.562687,3.0,Sometimes,no,3.0,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14827,Female,23.0,1.7,51.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Insufficient_Weight 14828,Female,18.0,1.6,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14829,Male,18.535075,1.793451,115.39792,yes,yes,2.0,3.0,Sometimes,no,2.549617,no,0.577063,1.758865,Sometimes,Public_Transportation,Obesity_Type_I 14830,Female,24.911994,1.599697,65.127324,yes,no,2.903545,1.193589,Sometimes,no,1.549931,no,0.233987,0.9974,no,Public_Transportation,Overweight_Level_II 14831,Female,25.968792,1.642098,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,0.162279,0.619012,Sometimes,Public_Transportation,Obesity_Type_III 14832,Male,20.0,1.75,75.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 14833,Male,23.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 14834,Female,19.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14835,Male,20.0,1.75,66.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14836,Female,20.901393,1.66913,126.798173,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,0.906742,0.939726,Sometimes,Public_Transportation,Obesity_Type_III 14837,Female,19.833682,1.70002,49.650897,no,yes,2.21498,3.0,Sometimes,no,1.0,no,1.194898,1.0,Sometimes,Public_Transportation,Insufficient_Weight 14838,Male,24.361936,1.78629,120.901591,yes,yes,2.191429,3.0,Sometimes,no,2.737353,no,1.159598,0.078607,Sometimes,Public_Transportation,Obesity_Type_II 14839,Female,26.0,1.610086,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.632871,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 14840,Male,21.0,1.7,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 14841,Female,17.0,1.58,47.0,no,no,1.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 14842,Female,27.0,1.65,73.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14843,Female,26.0,1.65,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14844,Male,22.661556,1.702002,93.890682,yes,yes,2.0,3.0,Sometimes,no,1.85916,no,0.654316,0.630866,no,Public_Transportation,Obesity_Type_I 14845,Female,26.0,1.621167,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 14846,Female,25.722004,1.62847,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.129163,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 14847,Male,23.0,1.8,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Walking,Normal_Weight 14848,Male,21.0,1.67,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 14849,Female,21.01245,1.807406,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.564618,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 14850,Male,33.270448,1.764138,83.314157,yes,yes,2.0,3.0,Sometimes,no,1.916812,no,1.876051,0.0,no,Automobile,Overweight_Level_II 14851,Male,18.0,1.6,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14852,Female,19.0,1.54,56.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 14853,Female,22.582371,1.629442,83.414072,yes,yes,2.0,1.0,Sometimes,no,2.192063,no,0.131371,0.0,no,Public_Transportation,Obesity_Type_I 14854,Male,18.0,1.76,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14855,Male,23.0,1.75,97.92035,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 14856,Male,25.015173,1.858265,117.93329,yes,yes,2.33998,3.0,Sometimes,no,2.013205,no,1.281165,0.008899,Sometimes,Public_Transportation,Obesity_Type_II 14857,Male,17.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 14858,Female,20.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 14859,Male,18.0,1.62,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14860,Female,21.232659,1.719913,131.567481,yes,yes,3.0,3.0,Sometimes,no,1.919473,no,1.655993,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 14861,Female,25.816445,1.668931,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.189957,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 14862,Male,21.0,1.757961,89.802492,yes,yes,1.220024,1.631184,Sometimes,no,2.0,no,0.0,0.508663,Sometimes,Public_Transportation,Overweight_Level_II 14863,Male,18.0,1.713348,54.927529,yes,yes,2.0,3.0,Sometimes,no,2.988771,no,0.0,1.928972,Sometimes,Public_Transportation,Insufficient_Weight 14864,Female,25.959747,1.642098,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.264831,0.786665,Sometimes,Public_Transportation,Obesity_Type_III 14865,Female,21.67447,1.640741,130.927138,yes,yes,3.0,3.0,Sometimes,no,1.94595,no,1.997529,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 14866,Male,22.0,1.716691,51.149283,yes,yes,2.0,3.0,Sometimes,no,1.835545,no,0.520407,1.673584,no,Public_Transportation,Insufficient_Weight 14867,Male,21.0,1.72,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14868,Male,18.0,1.7,75.0,no,no,2.0,4.0,Frequently,no,3.0,no,3.0,0.0,no,Walking,Overweight_Level_I 14869,Female,20.0,1.61,59.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 14870,Female,17.888073,1.6,65.0,yes,yes,3.0,2.093831,Sometimes,no,2.0,yes,0.780731,0.166076,Sometimes,Public_Transportation,Overweight_Level_I 14871,Female,26.0,1.644141,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 14872,Female,20.534089,1.736276,121.658729,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.985872,0.806069,Sometimes,Public_Transportation,Obesity_Type_III 14873,Male,30.551762,1.773259,118.332689,yes,yes,2.9673,2.272214,Sometimes,no,1.144539,no,0.955317,0.0,Sometimes,Automobile,Obesity_Type_II 14874,Male,30.64243,1.703317,102.022057,yes,yes,2.9673,2.129909,Sometimes,no,1.0,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14875,Male,25.955014,1.788459,115.127662,yes,yes,1.443674,3.0,Sometimes,no,2.825629,no,1.556709,0.142638,Sometimes,Public_Transportation,Obesity_Type_II 14876,Male,22.980221,1.755507,95.361795,yes,yes,2.0,3.0,Sometimes,no,2.845134,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 14877,Male,22.329041,1.657132,94.790579,yes,yes,2.0,2.326233,Sometimes,no,2.654702,no,0.0,1.030848,Sometimes,Public_Transportation,Obesity_Type_I 14878,Male,22.719385,1.804099,96.710735,yes,yes,2.819934,3.98525,Sometimes,no,1.898139,no,0.933595,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14879,Male,24.0,1.74,76.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 14880,Male,21.098035,1.812259,106.69053,yes,yes,2.0,3.0,Sometimes,no,2.147746,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_I 14881,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 14882,Female,23.806789,1.628168,83.986714,yes,yes,2.0,2.622055,Sometimes,no,2.010596,no,0.486006,0.0,no,Public_Transportation,Obesity_Type_I 14883,Male,23.0,1.726279,90.500055,yes,yes,2.0,3.0,Sometimes,no,1.300084,no,0.80989,1.0,Sometimes,Public_Transportation,Obesity_Type_I 14884,Male,29.881301,1.758189,108.721893,yes,yes,2.0,1.923607,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 14885,Male,27.0,1.8,97.0,yes,no,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14886,Male,28.986237,1.75015,118.183797,yes,yes,2.05687,3.0,Sometimes,no,2.067741,no,0.312923,0.456462,Sometimes,Automobile,Obesity_Type_II 14887,Female,26.0,1.643017,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.66488,Sometimes,Public_Transportation,Obesity_Type_III 14888,Female,20.979254,1.579561,41.890204,no,yes,2.027574,1.0,Frequently,no,1.538626,no,0.0,0.744555,Sometimes,Public_Transportation,Insufficient_Weight 14889,Female,24.0,1.55,57.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 14890,Female,25.994949,1.681021,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.959531,no,0.030541,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 14891,Female,18.0,1.62,83.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14892,Female,40.366238,1.52906,79.109029,yes,yes,2.0,3.770379,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14893,Female,21.0,1.6,63.0,no,yes,3.0,4.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 14894,Male,21.620245,1.721854,98.579156,yes,no,2.0,2.622055,Sometimes,no,2.0,no,2.892922,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14895,Male,19.0,1.8,87.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14896,Female,23.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14897,Female,26.0,1.639524,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 14898,Male,20.400306,1.701387,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.339232,no,Public_Transportation,Overweight_Level_II 14899,Male,37.588628,1.754217,117.8972,yes,yes,2.535154,1.971472,Sometimes,no,1.8924,no,0.693732,0.0,Sometimes,Automobile,Obesity_Type_II 14900,Female,26.0,1.641849,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.813234,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 14901,Male,23.0,1.8,87.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_I 14902,Male,18.0,1.87,85.0,no,no,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 14903,Male,21.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14904,Male,25.137087,1.773521,117.298233,yes,yes,2.549782,1.193589,Sometimes,no,2.0,no,1.977918,1.97117,Sometimes,Public_Transportation,Obesity_Type_II 14905,Female,21.568951,1.748533,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.900857,no,1.433151,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 14906,Female,25.994949,1.622418,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.395387,no,0.01437,0.486558,Sometimes,Public_Transportation,Obesity_Type_III 14907,Female,18.0,1.62,50.0,no,yes,1.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14908,Male,30.575349,1.825449,120.344402,yes,yes,2.938616,3.0,Sometimes,no,1.798917,no,0.691369,1.432336,Sometimes,Public_Transportation,Obesity_Type_II 14909,Female,34.0,1.68,77.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 14910,Female,25.565662,1.654875,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.204055,no,0.063383,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 14911,Female,22.927011,1.781032,82.0,yes,yes,2.277436,1.0,Sometimes,no,2.976229,no,2.89118,1.659476,no,Public_Transportation,Obesity_Type_I 14912,Male,33.199726,1.7,83.199034,yes,yes,3.0,2.962004,Sometimes,no,1.0,no,1.198322,0.0,no,Automobile,Overweight_Level_II 14913,Female,21.963457,1.697228,75.5771,yes,yes,2.971574,3.0,Sometimes,no,1.962322,no,0.112122,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14914,Female,26.0,1.63302,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.0,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 14915,Male,21.084625,1.694633,75.0522,yes,yes,2.0,3.0,Sometimes,no,2.793505,no,1.0,0.176678,Sometimes,Public_Transportation,Overweight_Level_I 14916,Female,26.0,1.631332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 14917,Female,26.0,1.626503,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 14918,Female,17.894784,1.717601,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 14919,Male,20.068432,1.764166,104.187314,yes,yes,2.636719,1.114564,Sometimes,no,1.873004,no,1.469928,0.0,no,Public_Transportation,Obesity_Type_II 14920,Male,30.945369,1.774983,120.009392,yes,yes,2.938801,3.0,Sometimes,no,2.165605,no,1.289421,1.581703,Sometimes,Automobile,Obesity_Type_II 14921,Male,26.734476,1.869323,119.956651,yes,yes,1.81646,3.0,Sometimes,no,2.0,no,1.857351,0.276364,Sometimes,Public_Transportation,Obesity_Type_II 14922,Female,25.493586,1.669701,113.207124,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,0.264831,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 14923,Male,19.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Bike,Overweight_Level_I 14924,Male,31.346845,1.801848,120.919703,yes,yes,2.591292,3.0,Sometimes,no,2.364498,no,1.141708,0.078207,Sometimes,Automobile,Obesity_Type_II 14925,Female,20.0,1.51,49.0,yes,yes,1.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14926,Female,19.0,1.62,55.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 14927,Male,25.539411,1.695735,102.784864,yes,yes,2.252653,1.014916,Sometimes,no,1.0,no,1.958694,0.0,no,Public_Transportation,Obesity_Type_II 14928,Male,24.825393,1.755938,120.8158,yes,yes,2.037585,3.0,Sometimes,no,2.164718,no,0.982134,0.707768,Sometimes,Public_Transportation,Obesity_Type_II 14929,Male,21.086512,1.70074,75.057177,yes,yes,2.021446,3.546352,Sometimes,no,1.507638,no,1.993666,0.673835,Sometimes,Public_Transportation,Overweight_Level_I 14930,Female,18.178023,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,1.833635,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 14931,Female,17.70368,1.673394,77.272652,yes,no,2.0,2.658639,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14932,Male,19.0,1.623514,108.395005,yes,yes,2.0,2.13229,Sometimes,no,2.874336,no,1.0,0.621605,no,Public_Transportation,Obesity_Type_I 14933,Female,34.0,1.56,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Insufficient_Weight 14934,Male,20.0,1.706082,85.050558,yes,yes,2.969205,3.0,Sometimes,no,2.802498,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 14935,Female,18.0,1.6,48.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Automobile,Normal_Weight 14936,Female,20.0,1.7,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 14937,Female,21.837058,1.633316,68.77185,yes,yes,1.118436,3.0,no,no,2.795752,no,1.96582,0.175587,Sometimes,Public_Transportation,Overweight_Level_I 14938,Male,19.0,1.8,86.0805,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.630866,Sometimes,Public_Transportation,Overweight_Level_I 14939,Male,25.722004,1.763259,112.089022,yes,yes,2.499626,2.701689,Sometimes,no,2.151809,no,1.544564,0.001716,no,Public_Transportation,Obesity_Type_II 14940,Female,21.0,1.63,75.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14941,Female,32.501143,1.682253,77.053948,yes,yes,2.748971,1.346987,Sometimes,no,1.868349,no,0.866045,0.388271,no,Automobile,Overweight_Level_II 14942,Male,24.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 14943,Female,19.0,1.69,49.0,no,no,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Motorbike,Insufficient_Weight 14944,Male,25.540865,1.849507,121.310257,yes,yes,2.919584,3.0,Sometimes,no,2.170225,no,1.427413,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 14945,Male,40.0,1.8,92.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 14946,Female,25.895546,1.626449,110.074019,yes,yes,3.0,3.0,Sometimes,no,1.967707,no,0.01437,0.461532,Sometimes,Public_Transportation,Obesity_Type_III 14947,Female,25.908829,1.726774,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.162083,0.786765,Sometimes,Public_Transportation,Obesity_Type_III 14948,Female,27.83173,1.550122,63.597633,no,yes,2.0,1.0,Sometimes,no,1.274389,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 14949,Male,23.0,1.8,97.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 14950,Male,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14951,Female,18.0,1.592379,40.343463,no,no,2.0,1.941307,Frequently,no,1.319437,yes,0.0,1.593704,Sometimes,Public_Transportation,Insufficient_Weight 14952,Female,23.664709,1.772731,114.465425,yes,yes,3.0,3.0,Sometimes,no,2.554817,no,0.167086,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 14953,Male,24.911994,1.681855,91.363293,yes,yes,1.766849,3.0,Sometimes,no,1.852692,no,0.0,0.920858,Sometimes,Automobile,Obesity_Type_I 14954,Male,27.0,1.8,99.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 14955,Male,18.0,1.7,65.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14956,Male,21.67447,1.859927,89.836692,yes,yes,2.746408,2.675411,Sometimes,no,2.358088,no,1.815768,0.395468,Sometimes,Public_Transportation,Overweight_Level_II 14957,Female,19.027417,1.570975,42.0,no,yes,3.0,1.07976,Frequently,no,2.0,no,0.0,0.938791,Sometimes,Public_Transportation,Insufficient_Weight 14958,Female,26.0,1.642971,111.157811,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.779334,Sometimes,Public_Transportation,Obesity_Type_III 14959,Male,19.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14960,Male,17.0,1.72,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 14961,Male,17.0,1.8,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14962,Male,29.32038,1.841908,129.013178,yes,yes,2.045027,3.0,Sometimes,no,1.591425,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 14963,Female,19.0,1.66,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14964,Male,21.67315,1.73995,78.55444,yes,no,2.0,2.468421,Sometimes,no,2.0,no,1.21718,0.677909,no,Public_Transportation,Overweight_Level_II 14965,Female,26.0,1.637725,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.619987,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 14966,Female,20.586978,1.792833,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.365188,no,0.943058,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 14967,Male,19.671876,1.836669,89.048151,yes,yes,2.0,3.0,Sometimes,no,2.204263,no,2.011519,0.138418,Sometimes,Public_Transportation,Overweight_Level_I 14968,Male,33.0,1.7,83.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 14969,Male,18.0,1.77,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 14970,Male,20.0,1.85,60.0,yes,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 14971,Male,33.700749,1.7,83.337721,yes,yes,2.029634,2.964024,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 14972,Male,19.0,1.8,85.0,yes,no,3.0,4.0,Frequently,no,3.0,yes,3.0,0.0,Sometimes,Walking,Overweight_Level_I 14973,Female,20.0,1.6,55.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 14974,Female,18.112503,1.809871,152.567671,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.999631,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 14975,Female,26.0,1.632983,111.205309,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 14976,Male,23.254934,1.702516,75.0,yes,yes,2.0,3.0,Sometimes,no,2.802498,no,0.987591,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14977,Female,26.0,1.62439,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 14978,Female,21.849705,1.737313,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.683448,no,1.464674,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 14979,Male,24.317607,1.771837,116.974504,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,0.866045,1.441605,Sometimes,Public_Transportation,Obesity_Type_I 14980,Male,23.0,1.751688,85.522799,no,yes,2.592607,3.0,Frequently,no,2.005194,no,1.974656,0.41758,Sometimes,Public_Transportation,Overweight_Level_I 14981,Female,19.0,1.540375,42.069992,no,yes,3.0,2.996444,Frequently,no,1.242832,no,1.482411,0.733221,no,Public_Transportation,Insufficient_Weight 14982,Male,21.72738,1.755938,105.000276,yes,yes,2.0,3.0,Sometimes,no,2.357969,no,2.492402,0.566353,Sometimes,Public_Transportation,Obesity_Type_I 14983,Male,26.0,1.836007,91.068054,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.503896,Sometimes,Public_Transportation,Overweight_Level_II 14984,Female,26.0,1.629191,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 14985,Female,18.0,1.75,52.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 14986,Female,26.607478,1.685633,77.431678,yes,yes,1.31415,3.054899,Sometimes,no,1.895876,no,0.849811,0.853891,Sometimes,Automobile,Overweight_Level_II 14987,Male,23.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 14988,Female,19.0,1.59,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14989,Female,37.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 14990,Male,23.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 14991,Male,17.0,1.75,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_II 14992,Female,23.421726,1.73995,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.48372,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 14993,Male,22.0,1.672101,81.66995,yes,yes,2.0,2.883984,Sometimes,no,1.40077,no,1.666965,1.544357,Sometimes,Public_Transportation,Overweight_Level_II 14994,Male,18.024853,1.799779,108.742005,yes,yes,2.0,2.18162,Sometimes,no,2.426465,no,0.0,1.593704,no,Public_Transportation,Obesity_Type_I 14995,Male,18.0,1.80671,108.800964,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.73107,no,Public_Transportation,Obesity_Type_I 14996,Female,22.851773,1.624576,82.636162,yes,yes,2.0,1.226342,Sometimes,no,2.0,no,0.0,0.145284,Sometimes,Public_Transportation,Obesity_Type_I 14997,Female,19.725718,1.71338,79.760922,yes,yes,1.766849,3.995957,Sometimes,no,2.435852,no,2.710338,0.0,Sometimes,Public_Transportation,Overweight_Level_I 14998,Female,25.96773,1.643332,102.003378,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 14999,Male,21.962426,1.634342,105.028665,yes,yes,2.0,3.0,Sometimes,no,1.483856,no,0.063383,0.010721,Sometimes,Public_Transportation,Obesity_Type_I 15000,Male,24.443011,1.825449,120.021161,yes,yes,2.95841,3.0,Sometimes,no,2.738485,no,1.979818,0.738269,Sometimes,Public_Transportation,Obesity_Type_II 15001,Male,18.0,1.71,51.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15002,Female,21.556361,1.723587,133.573787,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,1.48809,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 15003,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15004,Female,26.0,1.66494,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 15005,Male,18.0,1.738702,51.598593,yes,yes,2.09449,3.0,Sometimes,no,1.660614,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15006,Female,21.0,1.6,51.5,yes,no,3.0,3.0,Frequently,no,1.0,yes,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15007,Male,25.057878,1.767485,120.420406,yes,yes,2.219186,3.0,Sometimes,no,2.867206,no,1.858555,0.264969,Sometimes,Public_Transportation,Obesity_Type_II 15008,Male,24.163526,1.86198,90.744965,yes,yes,2.0,1.458507,Sometimes,no,2.777379,no,1.304291,0.4346,Sometimes,Public_Transportation,Overweight_Level_II 15009,Male,19.0,1.87,66.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 15010,Male,18.0,1.7,65.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15011,Female,23.0,1.55,48.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15012,Female,26.0,1.656465,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 15013,Male,40.174191,1.762921,109.910012,yes,yes,2.215464,1.032887,Sometimes,no,1.017006,no,1.07672,0.211632,no,Automobile,Obesity_Type_II 15014,Female,18.0,1.63,49.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15015,Female,26.0,1.633195,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.329367,Sometimes,Public_Transportation,Obesity_Type_III 15016,Female,26.0,1.633442,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 15017,Female,25.955014,1.753716,105.042194,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.07089,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 15018,Male,22.591439,1.751631,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15019,Female,26.0,1.623303,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 15020,Female,23.0,1.80827,91.363293,yes,yes,1.826885,1.836226,Sometimes,no,1.85537,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 15021,Female,25.991886,1.611462,102.003378,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.03465,1.0,Sometimes,Public_Transportation,Obesity_Type_III 15022,Female,18.0,1.670058,51.08994,yes,yes,1.369529,3.0,Sometimes,no,1.006643,no,0.286087,1.672508,Sometimes,Public_Transportation,Insufficient_Weight 15023,Male,25.140074,1.815514,120.996074,yes,yes,2.21965,3.0,Sometimes,no,2.0,no,1.045107,0.927341,Sometimes,Public_Transportation,Obesity_Type_II 15024,Female,21.0,1.6,66.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15025,Female,18.836315,1.707259,50.0,no,yes,1.164062,3.376717,Sometimes,no,1.859089,no,0.167943,0.707044,Sometimes,Public_Transportation,Insufficient_Weight 15026,Female,28.977792,1.755978,112.287678,yes,yes,1.397468,3.90779,Sometimes,no,2.0,no,0.8554,0.688058,Sometimes,Automobile,Obesity_Type_II 15027,Male,25.113537,1.767485,120.872294,yes,yes,2.9673,3.0,Sometimes,no,2.868167,no,1.866839,0.897942,Sometimes,Public_Transportation,Obesity_Type_II 15028,Male,30.722801,1.84753,118.183797,yes,yes,2.045027,3.0,Sometimes,no,2.307978,no,1.018158,0.0,Sometimes,Automobile,Obesity_Type_II 15029,Female,40.317787,1.556789,77.033049,yes,yes,2.0,3.0,Sometimes,no,1.711666,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15030,Male,18.0,1.700038,84.729197,yes,yes,2.535315,3.0,Sometimes,no,1.753464,no,1.0,0.460866,Sometimes,Public_Transportation,Overweight_Level_II 15031,Female,20.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15032,Female,38.895069,1.661715,79.67793,yes,yes,2.598207,1.317884,Sometimes,no,1.889341,no,0.990642,0.537659,Sometimes,Automobile,Overweight_Level_I 15033,Female,18.281092,1.7,50.0,no,yes,1.031149,3.205587,Frequently,no,1.745959,no,0.783676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15034,Female,38.384177,1.675953,79.66832,yes,yes,2.956671,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 15035,Female,25.994949,1.654757,102.815983,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.001297,1.0,Sometimes,Public_Transportation,Obesity_Type_III 15036,Female,17.0,1.6,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Walking,Normal_Weight 15037,Male,24.751511,1.505387,83.26312,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.451009,0.0,no,Public_Transportation,Overweight_Level_II 15038,Male,21.0,1.72,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15039,Male,21.772251,1.65,70.0,yes,yes,2.0,1.411808,Sometimes,no,1.0,no,1.911096,1.011983,Sometimes,Public_Transportation,Overweight_Level_I 15040,Female,20.9859,1.802257,152.473675,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,1.699181,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 15041,Male,27.991467,1.82559,120.860386,yes,yes,2.954417,3.0,Sometimes,no,3.0,no,0.691369,0.105408,Sometimes,Public_Transportation,Obesity_Type_II 15042,Female,18.0,1.62,70.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 15043,Male,21.962426,1.741353,96.738014,yes,yes,2.0,2.977909,Sometimes,no,2.0,no,2.734424,1.0,no,Public_Transportation,Obesity_Type_I 15044,Male,23.0,1.8,70.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15045,Male,23.170309,1.679725,75.086524,yes,yes,2.766036,1.001633,Sometimes,no,2.192063,no,0.706777,0.927341,Sometimes,Public_Transportation,Overweight_Level_I 15046,Female,20.491475,1.565288,80.749657,yes,no,2.0,2.874532,Sometimes,no,1.145761,no,0.503121,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15047,Female,20.952737,1.523426,65.0,yes,no,3.0,2.976211,Sometimes,no,1.844645,no,1.0,1.657098,no,Public_Transportation,Overweight_Level_II 15048,Female,21.0,1.67,67.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15049,Male,18.0,1.74402,51.437985,yes,yes,2.890535,3.0,Sometimes,no,1.848703,no,0.417119,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15050,Male,18.0,1.844749,52.0,yes,yes,3.0,3.0,Sometimes,no,3.0,yes,1.0,1.676944,Sometimes,Public_Transportation,Insufficient_Weight 15051,Male,18.0,1.78,64.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 15052,Female,25.722004,1.684768,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.674061,no,0.167943,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 15053,Female,21.501721,1.747962,147.296186,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,1.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 15054,Male,22.851721,1.86714,121.284533,yes,yes,2.92711,2.779379,Sometimes,no,2.738485,no,1.813318,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15055,Female,21.0,1.68,75.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15056,Female,22.0,1.6,48.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15057,Male,20.0,1.8,66.4,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 15058,Female,21.344018,1.748313,133.573787,yes,yes,3.0,3.0,Sometimes,no,2.874336,no,1.624981,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 15059,Male,29.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 15060,Male,21.731497,1.761008,96.303855,yes,yes,1.276858,2.449067,Sometimes,no,2.0,no,2.971832,1.978043,no,Public_Transportation,Overweight_Level_II 15061,Male,22.0,1.74,95.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 15062,Female,38.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 15063,Female,20.0,1.5,40.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15064,Female,25.986185,1.62456,104.999403,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.010183,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 15065,Female,22.846357,1.624367,82.0,yes,yes,1.063449,3.0,Sometimes,no,1.0,no,0.0,1.58483,Sometimes,Public_Transportation,Obesity_Type_I 15066,Female,21.285965,1.72692,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.728332,0.897942,Sometimes,Public_Transportation,Obesity_Type_III 15067,Male,24.001889,1.607787,100.245302,yes,yes,2.880483,1.73762,Sometimes,no,1.0,no,1.190465,1.011983,no,Public_Transportation,Obesity_Type_II 15068,Male,19.0,1.85,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 15069,Female,21.0,1.62,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15070,Male,22.025438,1.701387,105.436173,yes,yes,2.0,1.874532,Sometimes,no,2.224914,no,1.228136,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15071,Female,21.962426,1.571812,70.0,yes,yes,2.615788,1.101404,Sometimes,no,2.923856,no,0.170452,0.0,no,Public_Transportation,Overweight_Level_I 15072,Male,18.0,1.71746,55.376512,yes,yes,2.580872,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 15073,Male,39.685846,1.746061,99.199287,yes,yes,2.0,1.924168,Sometimes,no,2.104696,no,1.876051,0.522259,Sometimes,Automobile,Obesity_Type_I 15074,Male,20.0,1.74,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15075,Male,25.509034,1.848683,117.089316,yes,yes,2.19331,3.0,Sometimes,no,2.092326,no,1.360994,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15076,Female,26.0,1.650125,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.699675,no,0.0,0.124977,Sometimes,Public_Transportation,Obesity_Type_III 15077,Female,20.0,1.63,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15078,Male,24.291205,1.7,83.986895,yes,yes,2.0,2.449067,Sometimes,no,2.436097,no,0.932792,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15079,Female,21.962426,1.644517,73.575981,yes,no,3.0,3.0,Sometimes,no,2.634342,no,1.628637,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15080,Male,34.389679,1.627818,104.260061,yes,yes,2.121909,1.80993,Sometimes,no,2.0,no,0.0,1.604608,no,Automobile,Obesity_Type_I 15081,Male,22.935612,1.811602,122.102897,yes,yes,3.0,2.911568,Sometimes,no,1.959287,no,1.985536,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15082,Female,18.0,1.56,45.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15083,Female,22.828435,1.748584,133.365094,yes,yes,3.0,3.0,Sometimes,no,2.054007,no,1.444382,0.584755,Sometimes,Public_Transportation,Obesity_Type_III 15084,Male,17.0,1.75,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15085,Male,22.285024,1.65,80.0,yes,yes,1.27785,2.119682,Sometimes,no,2.0,no,0.702839,1.0,no,Public_Transportation,Overweight_Level_II 15086,Male,34.993835,1.7,84.729197,yes,yes,2.0,3.0,Sometimes,no,1.927976,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 15087,Female,25.498965,1.641098,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.610472,no,0.259427,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 15088,Female,23.0,1.6,65.0,yes,no,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 15089,Male,18.0,1.763101,54.98774,yes,yes,2.919584,3.0,Sometimes,no,2.708168,no,2.0,1.676944,no,Public_Transportation,Insufficient_Weight 15090,Female,19.0,1.5,42.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15091,Female,26.0,1.626449,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 15092,Male,21.0,1.76,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15093,Male,20.0,1.75,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 15094,Female,18.0,1.6,56.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15095,Male,25.12791,1.726606,114.511537,yes,yes,2.002784,3.0,Sometimes,no,2.194746,no,1.98448,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15096,Male,28.770852,1.829529,120.344402,yes,yes,2.442536,3.0,Sometimes,no,2.0,no,1.976341,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15097,Male,31.793937,1.931242,99.812443,yes,yes,2.0,1.851088,Sometimes,no,1.026729,no,1.98448,0.0,no,Automobile,Obesity_Type_II 15098,Male,41.0,1.75,115.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_II 15099,Male,21.0,1.83,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Bike,Normal_Weight 15100,Male,20.0,1.72,52.0,no,yes,1.0,3.0,Frequently,no,1.0,no,3.0,1.0,Sometimes,Walking,Insufficient_Weight 15101,Female,21.566815,1.694633,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,1.413239,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 15102,Male,24.449655,1.874519,121.284533,yes,yes,3.0,2.658837,Sometimes,no,2.357969,no,0.923428,1.616826,Sometimes,Public_Transportation,Obesity_Type_II 15103,Female,21.680123,1.747062,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.433151,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 15104,Female,26.0,1.634894,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 15105,Female,18.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15106,Female,26.0,1.659557,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.884077,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 15107,Female,17.451085,1.6,49.804245,no,yes,2.003951,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15108,Female,17.0,1.7,50.0,no,no,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15109,Male,33.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 15110,Male,25.036269,1.773664,112.10074,yes,yes,1.963965,3.0,Sometimes,no,2.0,no,1.014135,0.022245,Sometimes,Public_Transportation,Obesity_Type_II 15111,Female,21.0,1.5,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15112,Male,27.0,1.8,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15113,Female,24.622054,1.75655,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.294763,0.604692,Sometimes,Public_Transportation,Obesity_Type_III 15114,Female,18.0,1.66,58.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15115,Male,55.0,1.65,85.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 15116,Female,23.0,1.68,67.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15117,Female,26.0,1.654875,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 15118,Female,21.856301,1.691007,88.0,yes,yes,2.0,1.104642,Sometimes,no,2.839558,no,0.233056,0.0,no,Public_Transportation,Obesity_Type_I 15119,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 15120,Male,22.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 15121,Male,21.0,1.8,88.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15122,Male,21.0,1.76,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 15123,Male,30.717727,1.848553,126.460936,yes,yes,2.754645,3.0,Sometimes,no,1.344122,no,0.979306,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15124,Female,25.540865,1.673665,114.482386,yes,yes,3.0,3.0,Sometimes,no,2.363307,no,0.268801,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 15125,Female,29.409825,1.6,68.865008,yes,yes,1.0,3.0,Sometimes,no,1.048584,no,0.143955,0.0,no,Automobile,Overweight_Level_I 15126,Female,22.0,1.65,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Walking,Normal_Weight 15127,Male,19.0,1.8,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15128,Male,21.0,1.79,89.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15129,Female,23.0,1.675612,73.501233,yes,yes,3.0,2.9774,Sometimes,no,1.512035,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15130,Male,24.82929,1.754956,120.098812,yes,yes,2.938616,3.0,Sometimes,no,2.530035,no,1.586525,0.311436,Sometimes,Public_Transportation,Obesity_Type_II 15131,Male,23.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15132,Female,23.0,1.7,65.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15133,Male,20.0,1.8,85.5,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 15134,Male,20.519916,1.829907,121.065052,yes,yes,2.0,2.849848,Sometimes,no,2.0,no,0.544784,1.014808,Sometimes,Public_Transportation,Obesity_Type_II 15135,Female,22.99368,1.664752,82.130728,yes,yes,2.271306,1.0,Sometimes,no,2.0,no,0.783676,0.0,no,Public_Transportation,Obesity_Type_I 15136,Female,25.539411,1.60074,104.704707,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.260079,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 15137,Female,22.909992,1.74379,54.98774,yes,yes,3.0,3.0,Frequently,no,2.025279,no,1.34139,0.12228,no,Public_Transportation,Insufficient_Weight 15138,Male,19.0,1.8,85.0,yes,no,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15139,Female,18.011718,1.605469,82.130728,yes,yes,2.821977,3.0,Sometimes,no,1.003563,no,0.00705,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15140,Female,23.0,1.59,48.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15141,Female,26.0,1.640745,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 15142,Female,20.976842,1.746529,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.356811,no,1.624981,0.651825,Sometimes,Public_Transportation,Obesity_Type_III 15143,Female,20.738469,1.694439,129.642324,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.902095,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 15144,Female,25.97731,1.623812,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,0.029728,0.472343,Sometimes,Public_Transportation,Obesity_Type_III 15145,Male,21.6548,1.70653,102.921218,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 15146,Male,29.906575,1.947406,123.721352,yes,yes,2.002784,3.0,Sometimes,yes,2.277937,no,0.756277,0.0,Sometimes,Automobile,Obesity_Type_II 15147,Male,17.0,1.79,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Automobile,Insufficient_Weight 15148,Female,43.719395,1.583943,81.718232,yes,yes,2.381164,1.355752,Sometimes,no,1.927976,no,0.0,0.0,no,Automobile,Obesity_Type_I 15149,Female,25.12791,1.697421,104.772164,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.129178,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 15150,Female,26.0,1.627532,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 15151,Male,26.684354,1.811738,121.082384,yes,yes,1.961069,3.0,Sometimes,no,2.075493,no,1.31257,0.188693,Sometimes,Public_Transportation,Obesity_Type_II 15152,Male,22.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15153,Male,23.0,1.84998,90.924208,no,yes,2.859097,3.0,Sometimes,no,1.274718,no,0.527341,0.0026,Sometimes,Public_Transportation,Overweight_Level_I 15154,Female,21.001282,1.62439,68.85097,yes,yes,1.452524,3.0,Sometimes,no,1.362583,no,0.0,0.462973,Sometimes,Public_Transportation,Overweight_Level_I 15155,Male,21.0,1.85,89.8,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15156,Male,33.0,1.72,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 15157,Female,26.0,1.650125,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.064769,Sometimes,Public_Transportation,Obesity_Type_III 15158,Male,21.814653,1.709484,75.0,yes,yes,2.0,3.0,Sometimes,no,2.709428,no,1.096818,0.063005,Sometimes,Public_Transportation,Overweight_Level_I 15159,Female,21.0,1.69,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15160,Female,43.726081,1.592316,80.0,yes,yes,2.0,3.0,Sometimes,no,2.806922,no,0.0,0.0,no,Automobile,Obesity_Type_I 15161,Male,23.47007,1.819867,120.996581,yes,yes,2.997524,2.993084,Sometimes,no,2.042073,no,0.614466,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15162,Female,21.056059,1.748584,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.600536,0.731213,Sometimes,Public_Transportation,Obesity_Type_III 15163,Male,23.0,1.792378,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.347322,no,0.008013,0.503896,Sometimes,Public_Transportation,Obesity_Type_I 15164,Male,25.0,1.78,78.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15165,Female,25.998646,1.627532,104.808542,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,0.190061,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 15166,Female,18.314593,1.746411,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.356468,0.935217,Sometimes,Public_Transportation,Obesity_Type_III 15167,Female,18.0,1.6,68.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15168,Male,21.856301,1.837117,105.122109,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15169,Male,33.009285,1.735343,83.337721,yes,yes,2.0,2.762883,Sometimes,no,2.0,no,1.856119,1.50301,Sometimes,Automobile,Overweight_Level_I 15170,Male,31.194323,1.824901,120.009392,yes,yes,2.225149,3.0,Sometimes,no,2.154326,no,1.07672,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 15171,Male,22.857123,1.706741,89.068227,yes,yes,1.924632,2.961192,Sometimes,no,2.622638,no,0.0,1.382906,Sometimes,Public_Transportation,Overweight_Level_II 15172,Female,26.0,1.632377,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 15173,Female,21.0,1.56,45.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 15174,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15175,Male,21.0,1.62,70.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15176,Male,30.71516,1.650189,102.583895,yes,yes,2.913452,3.0,Sometimes,no,1.0,no,1.985536,0.378818,no,Public_Transportation,Obesity_Type_II 15177,Female,25.966504,1.627567,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.095389,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 15178,Male,33.293166,1.752755,87.27989,yes,no,2.0,1.923607,Sometimes,no,2.452789,no,1.0,0.0,no,Automobile,Overweight_Level_II 15179,Male,28.404332,1.705584,101.482054,yes,yes,2.218599,3.0,Sometimes,no,1.0,no,1.066101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15180,Male,19.0,1.62,69.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15181,Male,30.475248,1.765188,120.549592,yes,yes,2.01054,3.0,Sometimes,no,2.280555,no,1.034031,0.0,Sometimes,Automobile,Obesity_Type_II 15182,Male,22.977357,1.829142,97.58826,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.35537,no,Public_Transportation,Obesity_Type_I 15183,Female,55.0,1.67,80.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 15184,Male,25.540865,1.773664,114.480696,yes,yes,1.993101,3.0,Sometimes,no,2.0,no,1.172641,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 15185,Female,19.0,1.54,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15186,Female,26.0,1.640741,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 15187,Female,18.0,1.713564,50.869704,no,yes,1.081585,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15188,Male,19.0,1.8,85.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 15189,Male,25.486521,1.762461,115.531622,yes,yes,2.178308,3.0,Sometimes,no,2.165804,no,1.420675,0.879925,Sometimes,Public_Transportation,Obesity_Type_II 15190,Male,23.0,1.68,75.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 15191,Male,18.0,1.755978,51.132809,yes,yes,1.868212,3.0,Sometimes,no,1.873004,no,1.217993,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15192,Female,23.0,1.680489,80.539,yes,yes,2.0,2.598079,Sometimes,no,2.0,no,0.807076,2.0,no,Public_Transportation,Overweight_Level_II 15193,Male,33.0,1.62,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Normal_Weight 15194,Female,26.0,1.632983,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 15195,Female,26.0,1.622701,109.900472,yes,yes,3.0,3.0,Sometimes,no,1.270166,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 15196,Male,17.0,1.87199,58.325122,yes,yes,2.185938,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 15197,Female,19.058511,1.571812,45.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15198,Female,23.0,1.6,45.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Walking,Insufficient_Weight 15199,Male,18.0,1.83,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15200,Female,18.0,1.524926,41.397378,no,yes,1.168856,1.0,Sometimes,no,1.166655,no,0.783676,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15201,Male,19.0,1.7,72.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15202,Female,38.112989,1.684082,77.26813,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 15203,Female,25.954995,1.737313,102.003378,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.072117,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 15204,Male,21.052016,1.6,80.0,yes,no,2.0,1.672706,Sometimes,no,2.0,no,0.0,1.269982,no,Public_Transportation,Overweight_Level_II 15205,Male,30.200946,1.758398,112.287678,yes,yes,1.428289,3.0,Sometimes,no,2.154326,no,0.0,0.108386,Sometimes,Automobile,Obesity_Type_II 15206,Female,19.0,1.7,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15207,Male,21.0,1.65,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15208,Male,19.0,1.6,61.0,no,yes,3.0,4.0,Always,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15209,Female,41.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15210,Female,18.335019,1.697421,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.836791,no,1.413239,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 15211,Male,34.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 15212,Female,19.858973,1.64037,45.0,no,no,3.0,3.0,Frequently,no,2.81353,no,1.624981,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15213,Female,20.388049,1.730167,78.055968,yes,yes,3.0,3.714833,Sometimes,no,2.881677,no,3.0,0.587932,Sometimes,Automobile,Overweight_Level_I 15214,Female,19.027574,1.763766,42.0,no,yes,3.0,1.0,Sometimes,no,2.0,yes,0.109327,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 15215,Female,20.0,1.55,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Insufficient_Weight 15216,Female,40.702771,1.53777,80.0,yes,yes,2.0,3.0,Sometimes,no,1.701835,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15217,Male,27.0,1.87,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 15218,Female,22.0,1.59,45.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15219,Male,25.918524,1.787933,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,0.0,0.716327,Sometimes,Public_Transportation,Obesity_Type_I 15220,Female,18.94093,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.501647,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 15221,Male,30.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15222,Male,30.02019,1.758355,112.010504,yes,yes,2.336044,3.0,Sometimes,no,2.0,no,0.0,0.00133,Sometimes,Automobile,Obesity_Type_II 15223,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.911664,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15224,Male,20.0,1.7,98.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,Sometimes,Automobile,Obesity_Type_I 15225,Female,39.656559,1.589829,62.337721,yes,yes,2.882522,2.372311,Sometimes,no,1.029798,no,2.025361,0.0,Sometimes,Automobile,Overweight_Level_I 15226,Male,32.895637,1.824432,120.805715,yes,yes,2.9673,3.0,Sometimes,no,2.292073,no,1.979355,0.276319,Sometimes,Automobile,Obesity_Type_II 15227,Female,25.879411,1.627567,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.567366,no,0.139159,0.527766,Sometimes,Public_Transportation,Obesity_Type_III 15228,Female,26.0,1.629442,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 15229,Male,20.993067,1.849507,104.97003,yes,yes,2.0,3.0,Sometimes,no,1.871033,no,0.008368,0.7702,Sometimes,Public_Transportation,Obesity_Type_I 15230,Female,20.978166,1.757557,132.8071,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,1.68249,0.780199,Sometimes,Public_Transportation,Obesity_Type_III 15231,Male,17.065445,1.709561,85.0,yes,yes,2.714447,3.0,Sometimes,no,2.824559,no,1.352663,1.0,no,Public_Transportation,Overweight_Level_II 15232,Male,27.0,1.880992,99.0,yes,yes,2.459976,1.0,Sometimes,no,2.0,no,1.70825,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15233,Male,22.758998,1.849003,121.284533,yes,yes,2.9673,2.449723,Sometimes,no,1.827515,no,0.917563,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15234,Male,26.050109,1.819535,115.089316,yes,yes,2.636719,3.0,Sometimes,no,2.357969,no,1.079934,1.928972,Sometimes,Public_Transportation,Obesity_Type_II 15235,Female,25.0,1.58,63.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15236,Male,30.520854,1.770663,120.009392,yes,yes,2.721507,3.0,Sometimes,no,2.173417,no,0.538922,1.198439,Sometimes,Automobile,Obesity_Type_II 15237,Male,30.62865,1.809101,120.151967,yes,yes,2.972426,2.175432,Sometimes,no,1.54249,no,1.026452,0.531769,Sometimes,Automobile,Obesity_Type_II 15238,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15239,Female,22.935612,1.61981,87.906019,yes,yes,2.0,1.355752,Sometimes,no,2.976229,no,2.891986,1.206251,no,Public_Transportation,Obesity_Type_I 15240,Female,21.344018,1.64037,46.062954,no,yes,3.0,3.0,Frequently,no,1.624831,no,0.110887,0.0,no,Public_Transportation,Insufficient_Weight 15241,Male,17.6739,1.811602,97.185474,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.663649,no,Public_Transportation,Obesity_Type_I 15242,Male,23.963649,1.829971,121.142535,yes,yes,2.630137,2.701689,Sometimes,no,1.984323,no,1.876051,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15243,Female,25.0,1.56,45.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15244,Male,27.558801,1.825449,120.980508,yes,no,2.541785,3.0,Sometimes,no,2.184768,no,0.955317,1.198439,Sometimes,Automobile,Obesity_Type_II 15245,Male,17.0,1.7,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15246,Male,17.052914,1.712061,99.860254,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.067491,1.339691,no,Public_Transportation,Obesity_Type_I 15247,Male,22.771001,1.65015,89.849349,yes,yes,3.0,3.0,Sometimes,no,1.959531,no,0.0,1.415536,Sometimes,Public_Transportation,Obesity_Type_I 15248,Male,30.610436,1.783914,120.998266,yes,yes,2.05687,3.0,Sometimes,no,2.358088,no,1.076926,0.552665,Sometimes,Automobile,Obesity_Type_II 15249,Female,21.656907,1.748313,133.903469,yes,yes,3.0,3.0,Sometimes,no,1.931163,no,1.73234,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 15250,Male,40.50021,1.748015,108.308112,yes,yes,2.065752,2.478794,Sometimes,no,1.0,no,1.771754,0.0,Sometimes,Automobile,Obesity_Type_II 15251,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,3.0,2.0,Sometimes,Walking,Overweight_Level_I 15252,Female,18.766033,1.730167,80.0,yes,yes,2.0,1.713762,Sometimes,no,1.880967,no,0.00705,0.704978,no,Public_Transportation,Overweight_Level_I 15253,Male,31.743821,1.758539,120.794535,yes,yes,2.247795,2.806341,Sometimes,no,2.923856,no,1.857351,0.441502,Sometimes,Automobile,Obesity_Type_II 15254,Female,19.084317,1.763259,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.505775,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 15255,Male,23.096353,1.699474,121.248035,yes,yes,2.766612,2.658639,Sometimes,no,1.0,no,1.991565,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15256,Male,21.0,1.74,78.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 15257,Female,23.0,1.7,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 15258,Female,32.707653,1.657496,73.641633,yes,yes,3.0,1.717608,Sometimes,no,2.0,no,2.892922,0.0,Sometimes,Automobile,Overweight_Level_I 15259,Male,33.0,1.7,83.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 15260,Female,25.959772,1.642098,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,0.162279,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 15261,Female,25.989938,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.069238,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 15262,Female,21.056059,1.748584,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.917014,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 15263,Male,23.884212,1.773664,116.160329,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,1.399183,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 15264,Male,33.0,1.72,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Automobile,Overweight_Level_II 15265,Male,30.79626,1.782756,120.699119,yes,yes,2.341999,3.0,Sometimes,no,2.297896,no,1.097905,0.735868,Sometimes,Automobile,Obesity_Type_II 15266,Male,21.0,1.72,72.0,yes,no,3.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15267,Male,20.0,1.62,70.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 15268,Male,31.641081,1.75,119.205308,yes,yes,2.95841,2.994046,Sometimes,no,2.530157,no,0.958555,1.073026,Sometimes,Automobile,Obesity_Type_II 15269,Male,18.0,1.6,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15270,Female,25.991194,1.628909,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.01437,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 15271,Male,23.0,1.75,95.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Obesity_Type_I 15272,Male,18.0,1.74,64.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15273,Female,19.434709,1.52337,42.0,no,yes,3.0,1.0,Frequently,no,1.596212,no,0.0,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 15274,Female,20.801791,1.729719,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.830614,no,1.582675,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 15275,Male,18.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 15276,Male,39.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 15277,Male,25.540865,1.76414,104.303711,yes,yes,2.766612,2.99321,Sometimes,no,1.0,no,1.930033,0.0,no,Public_Transportation,Obesity_Type_II 15278,Male,23.319635,1.83,121.248035,yes,yes,3.0,2.695396,Sometimes,no,2.628816,no,0.647632,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15279,Male,33.0,1.75,120.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15280,Male,21.0,1.75,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_I 15281,Male,20.254534,1.81006,102.277765,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.781589,0.0,no,Public_Transportation,Obesity_Type_I 15282,Female,17.0,1.68,58.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15283,Female,19.0,1.53777,42.0,no,yes,3.0,1.0,Frequently,no,1.522426,no,0.0,0.553093,no,Public_Transportation,Insufficient_Weight 15284,Male,30.717727,1.882779,120.344402,yes,yes,2.117121,3.0,Sometimes,no,2.193008,no,0.992829,1.556052,Sometimes,Automobile,Obesity_Type_II 15285,Female,26.0,1.649178,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 15286,Male,33.732714,1.7,83.414072,yes,yes,2.0,3.0,Sometimes,no,2.078297,no,0.743005,0.0,Sometimes,Automobile,Overweight_Level_II 15287,Female,23.0,1.551288,78.997166,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.402614,0.0,no,Public_Transportation,Obesity_Type_I 15288,Male,24.201622,1.792687,106.528811,yes,yes,2.0,2.996834,Sometimes,no,2.415343,no,0.0,0.358163,no,Public_Transportation,Obesity_Type_I 15289,Male,30.424369,1.770124,112.395309,yes,yes,1.108663,2.992083,Sometimes,no,2.61939,no,0.0,1.256119,Sometimes,Automobile,Obesity_Type_II 15290,Male,30.710511,1.754439,118.424156,yes,yes,2.146598,3.0,Sometimes,no,2.322003,no,0.706777,0.976473,Sometimes,Public_Transportation,Obesity_Type_II 15291,Male,23.0,1.69,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15292,Female,25.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_I 15293,Male,23.0,1.709731,95.324282,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 15294,Female,23.0,1.65,84.722222,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15295,Female,39.129291,1.561109,76.65949,yes,yes,2.0,3.0,Sometimes,no,1.440526,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15296,Female,25.920738,1.640745,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,9.6e-05,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 15297,Female,22.0,1.63,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 15298,Female,22.0,1.65,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15299,Male,18.0,1.75,50.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15300,Female,25.783865,1.640741,108.800964,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 15301,Female,23.0,1.56,51.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15302,Male,23.603191,1.610647,98.54302,yes,yes,2.103335,2.948721,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15303,Female,21.0,1.5,62.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_I 15304,Male,38.10894,1.75,118.134898,yes,yes,2.9553,3.0,Sometimes,no,2.111908,no,0.0,0.686491,Sometimes,Automobile,Obesity_Type_II 15305,Female,21.0,1.64,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15306,Female,29.0,1.65,73.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 15307,Male,27.0,1.76,112.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,0.0,1.0,no,Automobile,Obesity_Type_II 15308,Female,20.172661,1.566501,41.397378,no,yes,2.081238,1.894384,Frequently,no,1.0,no,0.0,1.73216,no,Public_Transportation,Insufficient_Weight 15309,Female,25.565662,1.683124,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,0.192559,0.619012,Sometimes,Public_Transportation,Obesity_Type_III 15310,Male,25.758307,1.762921,115.45845,yes,yes,2.0,3.0,Sometimes,no,2.165804,no,2.165429,1.194633,Sometimes,Public_Transportation,Obesity_Type_II 15311,Male,23.0,1.72,75.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15312,Female,21.0,1.52,56.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15313,Female,17.764764,1.660955,84.75383,yes,yes,2.09449,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 15314,Male,34.288249,1.81006,88.600878,yes,yes,2.652958,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 15315,Male,22.832105,1.849507,121.864326,yes,yes,2.766441,2.604998,Sometimes,no,1.979848,no,1.910432,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15316,Male,29.163907,1.909198,129.874864,yes,yes,2.19011,3.0,Sometimes,yes,1.11184,no,0.94522,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15317,Female,40.951591,1.589027,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.661556,0.0,Sometimes,Automobile,Obesity_Type_I 15318,Female,18.88485,1.66494,82.0,yes,yes,2.0,1.202179,Sometimes,no,1.015672,no,0.0,1.37465,no,Public_Transportation,Obesity_Type_I 15319,Male,19.885655,1.814182,85.0,yes,yes,2.081238,3.0,Sometimes,no,1.636326,no,1.067817,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15320,Male,31.0,1.75,73.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 15321,Male,30.022598,1.749405,112.287678,yes,yes,2.392665,3.0,Sometimes,no,2.110611,no,0.668963,0.317846,Sometimes,Automobile,Obesity_Type_II 15322,Male,17.0,1.65,70.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15323,Male,22.832105,1.87407,120.423567,yes,yes,2.795086,2.806298,Sometimes,no,2.858171,no,1.92628,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15324,Female,17.0,1.6,50.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15325,Male,17.0,1.78,58.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Normal_Weight 15326,Male,21.0,1.7,61.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15327,Female,19.0,1.602082,45.0,no,no,3.0,3.0,Sometimes,no,2.824559,no,1.917014,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15328,Female,20.287967,1.520862,42.0,no,no,3.0,1.0,Frequently,no,1.0,yes,0.849811,0.0,no,Public_Transportation,Insufficient_Weight 15329,Male,21.0,1.65,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 15330,Male,21.0,1.7,62.0,no,no,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 15331,Female,26.0,1.624367,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 15332,Female,19.920629,1.570811,61.264785,no,yes,2.780699,2.372311,Sometimes,no,2.825629,yes,0.233056,0.920858,Sometimes,Public_Transportation,Overweight_Level_I 15333,Male,17.0,1.7,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_I 15334,Male,30.577343,1.841908,120.0,yes,yes,2.9673,3.0,Sometimes,no,2.569713,no,1.898889,0.317846,Sometimes,Public_Transportation,Obesity_Type_II 15335,Male,23.0,1.71,50.0,no,yes,2.0,4.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 15336,Male,21.832995,1.790172,105.055686,yes,yes,2.0,3.0,Sometimes,no,2.177386,no,0.097114,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15337,Male,21.012542,1.773766,89.802492,yes,yes,2.0,1.311797,Sometimes,no,2.976672,no,0.578074,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15338,Female,21.0,1.63,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15339,Female,25.991194,1.603404,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.019404,0.597626,Sometimes,Public_Transportation,Obesity_Type_III 15340,Male,22.846357,1.827279,121.244969,yes,yes,2.938801,2.658639,Sometimes,no,2.846259,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15341,Female,30.0,1.58,105.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 15342,Female,29.791101,1.52906,65.522744,yes,yes,2.0,2.756622,Sometimes,no,1.970622,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 15343,Female,26.0,1.641098,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.011161,0.604422,Sometimes,Public_Transportation,Obesity_Type_III 15344,Female,22.889099,1.624576,82.0,yes,yes,1.880534,1.835543,Sometimes,no,2.0,no,0.0,1.612432,no,Public_Transportation,Obesity_Type_I 15345,Male,19.21638,1.812472,86.748295,yes,yes,2.0,3.0,Sometimes,no,2.168651,no,2.0,0.142638,Sometimes,Public_Transportation,Overweight_Level_I 15346,Female,39.0,1.58,79.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 15347,Female,17.08525,1.686033,78.721696,yes,no,2.09449,1.0,Sometimes,no,2.0,no,0.390877,0.0,no,Public_Transportation,Overweight_Level_II 15348,Male,22.0,1.65,95.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 15349,Male,27.0,1.7,72.0,yes,no,2.0,3.0,Always,no,3.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 15350,Male,24.63474,1.754996,118.40174,yes,yes,1.397468,3.0,Sometimes,no,2.01897,no,0.647632,1.668318,Sometimes,Public_Transportation,Obesity_Type_II 15351,Female,18.118277,1.751067,55.879263,no,yes,2.0,3.097373,Sometimes,no,1.626467,no,2.0,1.300692,Sometimes,Public_Transportation,Insufficient_Weight 15352,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15353,Male,21.125836,1.723072,82.130728,yes,yes,2.0,2.740492,Sometimes,no,2.0,no,1.030526,0.676557,Sometimes,Public_Transportation,Overweight_Level_II 15354,Male,19.045357,1.815409,85.0,yes,yes,2.838969,3.0,Sometimes,no,2.425927,no,0.752926,0.163329,Sometimes,Public_Transportation,Overweight_Level_I 15355,Female,19.0,1.68,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15356,Female,22.889099,1.63302,82.0,yes,yes,1.0,1.0,Sometimes,no,1.636326,no,0.0,0.069367,no,Public_Transportation,Obesity_Type_I 15357,Male,16.0,1.67,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15358,Male,21.0,1.78,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15359,Female,40.0,1.58,62.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 15360,Female,25.722004,1.614484,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.312923,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 15361,Female,37.631769,1.549311,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.931527,0.0,Sometimes,Automobile,Obesity_Type_I 15362,Female,18.0,1.63,55.0,yes,yes,3.0,4.0,Always,no,1.0,no,2.0,0.0,no,Automobile,Normal_Weight 15363,Male,21.0,1.85,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15364,Female,18.0,1.59,49.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15365,Female,18.535075,1.603923,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.525597,no,Public_Transportation,Obesity_Type_I 15366,Female,26.0,1.656504,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.151492,Sometimes,Public_Transportation,Obesity_Type_III 15367,Female,19.993565,1.709561,78.055968,yes,no,2.0,3.0,Sometimes,no,2.430918,no,1.757724,0.813784,Sometimes,Public_Transportation,Overweight_Level_II 15368,Female,25.653233,1.687326,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.146919,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 15369,Male,21.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15370,Male,26.0,1.8,75.0,yes,no,3.0,3.0,Always,yes,2.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 15371,Female,34.0,1.68,78.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 15372,Female,26.0,1.644053,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 15373,Male,23.0,1.83,83.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15374,Female,26.0,1.62439,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 15375,Male,19.0,1.62,70.0,no,no,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15376,Female,18.874591,1.734832,50.0,no,yes,3.0,3.691226,Sometimes,no,1.229915,no,0.782416,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15377,Male,18.0,1.67,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15378,Male,19.0,1.8,87.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_I 15379,Female,26.0,1.67782,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 15380,Male,22.0,1.8,72.0,yes,yes,3.0,3.0,no,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15381,Female,18.267696,1.651812,80.0,yes,yes,2.0,1.194815,Sometimes,no,2.434832,no,2.614909,1.229474,no,Public_Transportation,Overweight_Level_I 15382,Male,30.710511,1.763215,120.901591,yes,yes,2.938616,3.0,Sometimes,no,2.111908,no,1.82434,0.451377,Sometimes,Automobile,Obesity_Type_II 15383,Female,21.81119,1.611356,68.107866,no,yes,2.0,3.558637,Sometimes,no,2.568063,no,1.910432,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15384,Male,23.0,1.66,56.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Automobile,Normal_Weight 15385,Female,20.871153,1.729719,135.693381,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.501754,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 15386,Female,21.214617,1.726606,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.645532,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 15387,Male,19.0,1.75,75.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15388,Male,34.647036,1.769499,85.0,yes,yes,2.802696,1.73988,Sometimes,no,2.978465,no,2.0,0.967919,no,Automobile,Overweight_Level_II 15389,Male,22.884722,1.637396,70.0,yes,yes,2.0,1.0,no,no,2.2695,no,0.514225,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15390,Male,33.0,1.72,83.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15391,Male,19.0,1.72,85.0,no,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15392,Male,27.0,1.841989,119.029103,yes,yes,2.766612,3.0,Sometimes,no,2.009796,no,0.325313,0.020044,Sometimes,Automobile,Obesity_Type_II 15393,Female,21.682367,1.743589,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.508897,0.70558,Sometimes,Public_Transportation,Obesity_Type_III 15394,Male,22.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15395,Male,39.371523,1.675054,89.496905,yes,yes,2.432302,3.0,Sometimes,no,2.960088,no,1.96582,0.0,Sometimes,Automobile,Obesity_Type_I 15396,Female,21.0,1.54,63.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15397,Male,21.81119,1.741377,96.940255,yes,yes,2.0,3.0,Sometimes,no,2.133876,no,2.710338,1.73216,Sometimes,Public_Transportation,Obesity_Type_I 15398,Female,21.0,1.62,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 15399,Female,26.0,1.633887,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,0.0,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 15400,Male,34.647036,1.769269,80.0,yes,yes,2.805533,3.0,Sometimes,no,2.978465,no,1.974656,0.930836,no,Automobile,Overweight_Level_II 15401,Female,18.0,1.7,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 15402,Male,23.0,1.792527,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.01897,no,0.008013,0.503896,Sometimes,Public_Transportation,Obesity_Type_I 15403,Male,21.0,1.74,75.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15404,Male,41.0,1.75,118.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,Frequently,Automobile,Obesity_Type_II 15405,Male,21.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15406,Male,18.0,1.704193,52.069992,no,yes,1.202075,3.0,Sometimes,no,2.0,no,0.520407,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15407,Male,21.333429,1.773465,105.055686,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.306476,1.50301,Sometimes,Public_Transportation,Obesity_Type_I 15408,Male,21.01245,1.792646,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.553198,no,0.0,0.30402,Sometimes,Public_Transportation,Obesity_Type_I 15409,Female,25.920738,1.668931,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.48075,no,0.162279,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 15410,Male,22.591026,1.741193,96.303855,yes,yes,2.0,2.676148,Sometimes,no,2.0,no,1.026452,1.817146,no,Public_Transportation,Obesity_Type_I 15411,Female,29.0,1.63,70.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,no,Automobile,Overweight_Level_I 15412,Male,33.0,1.85,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 15413,Female,20.225396,1.520862,42.0,yes,yes,3.0,1.0,Frequently,no,1.322048,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15414,Female,22.0,1.55,55.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Automobile,Normal_Weight 15415,Female,21.0,1.63,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15416,Male,23.083621,1.85,116.160329,yes,yes,1.960138,3.0,Sometimes,no,2.0,no,1.07672,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15417,Male,18.0,1.7,70.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15418,Male,29.622804,1.782722,102.872505,yes,yes,2.0,3.0,Sometimes,no,1.827351,no,0.0,1.77795,Sometimes,Automobile,Obesity_Type_I 15419,Female,26.0,1.627532,107.218949,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 15420,Female,23.035829,1.598393,43.919835,no,no,2.204914,1.735493,Frequently,no,2.793505,no,0.791929,0.0,no,Public_Transportation,Insufficient_Weight 15421,Male,18.0,1.7,52.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15422,Female,26.0,1.639251,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.140638,Sometimes,Public_Transportation,Obesity_Type_III 15423,Female,19.0,1.65,65.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15424,Male,26.490926,1.879144,115.025361,yes,yes,2.927218,3.0,Sometimes,no,2.042073,no,0.55181,1.58483,Sometimes,Public_Transportation,Obesity_Type_II 15425,Male,23.252906,1.729045,80.0,yes,yes,1.992889,3.0,Sometimes,no,2.0,no,0.344013,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15426,Male,21.0,1.8,125.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15427,Male,19.955257,1.879144,58.585146,yes,yes,2.055209,3.0,Sometimes,no,2.111908,no,2.0,0.256382,no,Automobile,Insufficient_Weight 15428,Male,22.971574,1.73196,84.773349,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.698874,0.0,no,Public_Transportation,Overweight_Level_II 15429,Female,20.700876,1.68838,121.889803,yes,yes,3.0,3.0,Sometimes,no,1.757105,no,1.546179,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 15430,Female,17.0,1.7,50.0,no,yes,1.005578,4.0,Frequently,no,1.0,yes,0.783676,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15431,Male,23.444033,1.729177,75.493616,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.123861,Sometimes,Public_Transportation,Overweight_Level_I 15432,Female,20.473078,1.517248,63.65233,yes,yes,2.0,1.0,Sometimes,no,1.846441,no,1.525165,1.517897,no,Automobile,Overweight_Level_II 15433,Female,18.112503,1.801983,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,1.168368,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 15434,Male,21.0,1.75,75.0,yes,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 15435,Female,19.895877,1.66671,49.660995,no,yes,2.0,3.90779,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15436,Female,23.0,1.72,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15437,Male,31.0,1.85,125.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15438,Male,19.0,1.8,85.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_I 15439,Male,35.0,1.77,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 15440,Male,21.0,1.75,70.0,yes,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15441,Male,21.0,1.83,87.0,yes,no,2.0,3.0,Always,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15442,Male,31.194323,1.909198,129.679131,yes,yes,2.08868,3.0,Sometimes,yes,1.591909,no,1.866839,0.024088,Sometimes,Public_Transportation,Obesity_Type_II 15443,Male,25.498751,1.824449,120.805715,yes,yes,2.923433,3.0,Sometimes,no,2.111908,no,0.94224,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15444,Male,18.0,1.85,86.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 15445,Male,26.899886,1.849307,120.009392,yes,yes,2.21965,3.0,Sometimes,no,2.042073,no,1.596576,0.579541,Sometimes,Public_Transportation,Obesity_Type_II 15446,Female,33.0,1.63,75.0,yes,no,3.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 15447,Male,21.709159,1.716308,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.936551,1.946173,no,Public_Transportation,Overweight_Level_II 15448,Male,22.0,1.8,122.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15449,Male,25.908829,1.77219,105.138073,yes,yes,1.620845,3.0,Sometimes,no,2.616138,no,1.066101,0.413106,Sometimes,Public_Transportation,Obesity_Type_I 15450,Female,26.0,1.632377,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 15451,Female,39.135634,1.560258,80.0,yes,yes,2.119643,1.851088,Sometimes,no,1.440629,no,1.0,0.0,no,Automobile,Obesity_Type_I 15452,Male,17.288249,1.731261,98.182498,yes,yes,2.0,2.893778,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 15453,Female,21.680123,1.71978,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.927976,no,1.501647,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 15454,Female,18.0,1.721854,52.514302,yes,yes,2.33998,3.0,Frequently,no,2.0,no,0.973864,1.890214,no,Public_Transportation,Insufficient_Weight 15455,Male,26.787842,1.817641,87.107317,yes,yes,2.971588,3.715118,Sometimes,no,2.971557,no,2.0,0.470243,Sometimes,Automobile,Overweight_Level_I 15456,Male,30.62865,1.772045,112.438508,yes,yes,2.95801,3.0,Sometimes,no,2.042073,no,0.0,0.175587,Sometimes,Automobile,Obesity_Type_II 15457,Male,23.0,1.773664,97.350366,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 15458,Female,22.935612,1.67231,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 15459,Female,34.281681,1.679725,77.354744,yes,yes,2.0,2.877583,Sometimes,no,1.873004,no,0.090147,0.0,no,Automobile,Overweight_Level_II 15460,Male,27.991467,1.609418,100.642257,yes,yes,2.749629,1.0,Sometimes,no,1.0,no,0.1768,1.667745,no,Public_Transportation,Obesity_Type_II 15461,Female,20.924808,1.741192,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.537639,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 15462,Female,19.0,1.51,42.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15463,Female,22.0,1.7,45.0,yes,no,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 15464,Male,23.432227,1.783609,120.921535,yes,yes,2.396265,2.956422,Sometimes,no,2.069257,no,1.302507,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 15465,Male,22.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 15466,Female,18.052394,1.605469,82.039,yes,yes,2.934671,3.0,Sometimes,no,1.002292,no,0.0,1.546738,Sometimes,Public_Transportation,Obesity_Type_I 15467,Female,18.0,1.56,52.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15468,Female,19.96247,1.747773,54.997374,yes,yes,3.0,3.0,Frequently,no,2.949419,no,0.42777,0.089354,Sometimes,Public_Transportation,Insufficient_Weight 15469,Female,26.0,1.655413,104.92057,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.585912,Sometimes,Public_Transportation,Obesity_Type_III 15470,Female,26.0,1.669039,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.786417,no,0.0,0.080128,Sometimes,Public_Transportation,Obesity_Type_III 15471,Female,33.954433,1.665798,74.885222,yes,yes,3.0,1.773916,Sometimes,no,1.205633,no,0.0,0.890213,Sometimes,Automobile,Overweight_Level_I 15472,Female,18.0,1.56,45.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15473,Female,18.862264,1.736416,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,1.062011,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 15474,Male,21.0,1.74,72.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15475,Female,19.773303,1.666203,49.869791,no,no,3.0,3.0,Frequently,no,2.966647,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15476,Female,18.0,1.5,55.0,no,yes,2.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15477,Female,18.0,1.66,60.0,no,yes,1.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15478,Male,30.002029,1.750085,118.114184,yes,yes,2.328469,3.0,Sometimes,no,2.003563,no,0.838739,1.443212,Sometimes,Automobile,Obesity_Type_II 15479,Male,17.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15480,Male,17.971574,1.836007,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.152985,Sometimes,Public_Transportation,Overweight_Level_II 15481,Male,18.0,1.836669,108.742005,yes,yes,2.0,3.0,Sometimes,no,1.927976,no,1.0,1.969507,no,Public_Transportation,Obesity_Type_I 15482,Female,18.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 15483,Male,18.88485,1.755938,79.67793,yes,no,2.0,2.812283,Sometimes,no,1.0,no,0.262171,0.0,no,Public_Transportation,Overweight_Level_II 15484,Male,18.0,1.791415,108.244379,yes,yes,2.0,1.873484,Sometimes,no,2.348981,no,2.936551,1.40913,no,Public_Transportation,Obesity_Type_I 15485,Male,26.945139,1.644053,116.893105,yes,yes,1.588185,3.0,Sometimes,no,1.0,no,0.425621,0.631422,Sometimes,Public_Transportation,Obesity_Type_II 15486,Female,42.31607,1.55,62.339003,yes,yes,2.81646,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 15487,Female,18.128249,1.569878,69.975607,no,yes,1.4925,3.042774,Sometimes,no,2.0,no,0.849811,1.77795,no,Public_Transportation,Overweight_Level_I 15488,Female,23.0,1.56,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 15489,Male,17.451085,1.796415,59.619485,yes,yes,2.883745,3.642802,Sometimes,no,2.0,no,2.0,0.720454,no,Public_Transportation,Insufficient_Weight 15490,Male,26.595893,1.673287,83.314157,no,yes,2.746408,3.595761,Sometimes,no,2.0,no,0.884935,0.0,no,Public_Transportation,Overweight_Level_II 15491,Female,26.0,1.627532,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 15492,Female,26.0,1.634894,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 15493,Female,19.725718,1.755467,49.699672,no,yes,1.666416,3.0,Sometimes,no,2.825629,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15494,Female,21.0,1.62,53.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15495,Male,31.0,1.67,78.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 15496,Female,19.816949,1.731261,50.0,no,yes,1.133844,3.725797,Sometimes,no,1.144467,no,0.743593,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15497,Female,19.47219,1.746516,129.769141,yes,yes,3.0,3.0,Sometimes,no,2.896088,no,1.645532,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 15498,Female,22.0,1.66,58.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Walking,Normal_Weight 15499,Female,18.0,1.63,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 15500,Male,30.0,1.75,125.0,yes,yes,3.0,3.0,Frequently,yes,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 15501,Male,23.0,1.681719,90.671871,yes,yes,2.0,3.0,Sometimes,no,1.994139,no,0.336795,1.0,no,Public_Transportation,Obesity_Type_I 15502,Female,25.988668,1.621671,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.02006,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 15503,Female,21.0,1.56,58.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 15504,Male,25.137087,1.774983,113.235538,yes,yes,1.518966,3.0,Sometimes,no,2.001208,no,0.1768,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15505,Female,25.999636,1.673394,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.340117,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 15506,Female,26.0,1.618867,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 15507,Female,18.0,1.6,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15508,Female,25.612462,1.668537,104.768318,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,0.162083,0.586163,Sometimes,Public_Transportation,Obesity_Type_III 15509,Male,33.864257,1.753578,106.509947,yes,yes,2.79166,3.0,Sometimes,no,2.406541,no,1.804157,0.824607,no,Public_Transportation,Obesity_Type_II 15510,Male,21.572114,1.704028,52.514302,no,yes,2.979383,1.0,Sometimes,no,2.0,no,0.288032,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15511,Female,24.265943,1.633442,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,0.165422,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 15512,Female,34.576714,1.67861,78.55444,yes,yes,2.973499,3.0,Sometimes,no,2.0,no,0.291309,0.0,no,Automobile,Overweight_Level_II 15513,Female,23.0,1.6,82.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15514,Male,33.55336,1.699793,103.841672,yes,yes,2.984004,3.0,Sometimes,no,1.0,no,1.982379,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15515,Male,20.0,1.8,125.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15516,Female,21.81119,1.746411,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.645532,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 15517,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 15518,Female,21.071195,1.615145,68.77185,no,yes,1.925064,1.0,Sometimes,no,2.374958,no,1.0,0.797215,no,Public_Transportation,Overweight_Level_I 15519,Female,26.0,1.62456,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.455823,Sometimes,Public_Transportation,Obesity_Type_III 15520,Male,18.0,1.76,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 15521,Male,23.652435,1.755902,118.07381,yes,yes,2.967853,2.961706,Sometimes,no,2.094479,no,0.584793,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 15522,Male,33.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Overweight_Level_II 15523,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 15524,Male,24.0,1.7,62.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15525,Female,21.0,1.56,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15526,Male,21.0,1.72,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15527,Female,19.911246,1.532643,42.0,no,yes,2.746408,3.994588,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15528,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15529,Male,18.0,1.763101,55.523481,yes,yes,2.786008,3.0,Sometimes,no,1.962646,yes,0.028202,1.561272,Sometimes,Public_Transportation,Insufficient_Weight 15530,Female,19.010211,1.686936,49.660995,no,yes,1.053534,3.45259,Sometimes,no,1.0,no,2.00123,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15531,Male,22.77789,1.805445,85.228116,yes,yes,2.0,2.092179,Sometimes,no,2.452986,no,0.79677,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15532,Male,39.371523,1.770278,79.67793,yes,yes,2.407817,1.097312,Sometimes,no,2.205911,no,0.977929,0.0,Frequently,Automobile,Overweight_Level_II 15533,Female,19.007177,1.772449,137.852618,yes,yes,3.0,3.0,Sometimes,no,2.007348,no,1.465931,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 15534,Female,21.572114,1.698346,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.577824,1.865851,Sometimes,Public_Transportation,Overweight_Level_I 15535,Male,22.285024,1.737453,82.0,yes,yes,2.0,2.720642,Sometimes,no,1.830614,no,0.451009,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15536,Male,30.916426,1.77558,120.860386,yes,yes,2.712747,3.0,Sometimes,no,2.144368,no,0.712726,0.100048,Sometimes,Automobile,Obesity_Type_II 15537,Female,18.0,1.67,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15538,Female,17.781183,1.723328,50.0,no,yes,1.031149,4.0,Frequently,no,1.0,no,2.0,0.331483,Sometimes,Public_Transportation,Insufficient_Weight 15539,Female,38.0,1.55,78.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15540,Female,25.524336,1.684768,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.448875,no,0.165422,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 15541,Male,19.443639,1.818641,87.668828,yes,yes,2.0,2.567567,Sometimes,no,2.197732,no,2.0,0.162801,Sometimes,Public_Transportation,Overweight_Level_I 15542,Female,38.397463,1.557808,79.437921,yes,yes,1.317729,1.231915,Sometimes,no,1.144467,no,0.0,0.0,no,Automobile,Overweight_Level_II 15543,Male,27.266287,1.707613,82.040318,yes,yes,2.444599,1.0,Sometimes,no,1.873591,no,0.0,1.74288,Sometimes,Automobile,Overweight_Level_II 15544,Female,22.0,1.65,82.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Obesity_Type_I 15545,Female,25.470652,1.680218,104.807284,yes,yes,3.0,3.0,Sometimes,no,1.423073,no,0.008127,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 15546,Male,24.739421,1.76416,100.642257,yes,yes,2.945967,1.25535,Sometimes,no,1.179942,no,1.618512,0.921991,no,Public_Transportation,Obesity_Type_II 15547,Female,20.0,1.56,45.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15548,Female,21.214617,1.726606,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.927976,no,1.46782,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 15549,Female,19.0,1.66,60.0,yes,yes,1.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15550,Female,21.700748,1.782714,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.832659,no,1.505775,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 15551,Male,18.0,1.75,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 15552,Female,25.966504,1.643017,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.129178,0.691944,Sometimes,Public_Transportation,Obesity_Type_III 15553,Female,18.0,1.7,50.0,no,no,2.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15554,Male,45.0,1.7,86.0,no,yes,3.0,3.0,Frequently,no,3.0,no,3.0,2.0,no,Walking,Overweight_Level_II 15555,Male,18.0,1.74,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15556,Male,31.190219,1.838441,92.06261,yes,yes,2.0,1.468948,Sometimes,no,1.507638,no,0.0,0.975504,Sometimes,Public_Transportation,Overweight_Level_II 15557,Female,22.909992,1.633675,82.0,yes,yes,1.053534,1.10548,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 15558,Male,23.469538,1.755938,117.398976,yes,yes,2.061461,3.0,Sometimes,no,2.426465,no,1.055854,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 15559,Female,24.982997,1.669701,112.287678,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.597863,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 15560,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15561,Female,25.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15562,Female,24.444846,1.724268,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.105936,Sometimes,Public_Transportation,Overweight_Level_II 15563,Male,29.0,1.83,84.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 15564,Male,18.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15565,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15566,Female,17.0,1.62,58.0,no,yes,1.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Walking,Overweight_Level_I 15567,Male,30.717727,1.76714,120.344402,yes,yes,2.96405,3.0,Sometimes,no,2.530035,no,0.992829,1.59257,Sometimes,Automobile,Obesity_Type_II 15568,Female,18.549437,1.6,66.401407,yes,yes,2.0,3.0,Sometimes,no,2.401315,yes,0.094893,0.926443,Sometimes,Public_Transportation,Overweight_Level_I 15569,Female,22.0,1.65,85.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15570,Female,22.717943,1.64602,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.616138,no,0.58216,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15571,Female,17.0,1.7,50.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15572,Female,23.0,1.69308,51.491957,yes,yes,2.919526,3.0,Frequently,no,1.619305,no,0.977929,0.0,no,Public_Transportation,Insufficient_Weight 15573,Male,23.652435,1.721854,83.785312,yes,yes,2.020502,1.0,Sometimes,no,2.0,no,1.916751,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15574,Female,24.469756,1.77151,113.089716,yes,yes,3.0,3.0,Sometimes,no,2.080187,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 15575,Female,18.0,1.62,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15576,Male,22.771001,1.868127,106.421042,yes,yes,2.923433,3.0,Sometimes,no,1.827351,no,1.48372,1.0,no,Public_Transportation,Obesity_Type_II 15577,Male,21.051982,1.701284,80.993373,yes,yes,2.002796,3.292386,Sometimes,no,2.0,no,2.206738,0.879977,Sometimes,Public_Transportation,Overweight_Level_II 15578,Female,21.0,1.55,62.871794,yes,yes,2.95841,2.935381,Sometimes,no,2.634342,no,0.935217,0.554072,Sometimes,Public_Transportation,Overweight_Level_I 15579,Male,27.349745,1.751278,118.740035,yes,yes,2.317734,3.0,Sometimes,no,2.002495,no,0.693732,0.363549,Sometimes,Public_Transportation,Obesity_Type_II 15580,Female,21.051982,1.72,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.858171,no,1.546179,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 15581,Male,18.0,1.67,65.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15582,Female,26.0,1.65,70.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15583,Male,30.0,1.75,125.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 15584,Male,26.945139,1.65,101.067988,yes,yes,2.919526,2.101841,Sometimes,no,1.991251,no,1.814869,0.0,no,Public_Transportation,Obesity_Type_II 15585,Female,21.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 15586,Male,24.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15587,Male,33.789301,1.838441,97.829344,yes,yes,2.0,3.0,Sometimes,no,2.196471,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 15588,Male,25.653233,1.753081,112.347176,yes,yes,2.0,3.0,Sometimes,no,2.165804,no,1.63812,1.0,Sometimes,Public_Transportation,Obesity_Type_II 15589,Female,20.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 15590,Female,26.0,1.64603,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 15591,Male,31.199261,1.868127,124.704781,yes,yes,2.690754,3.0,Sometimes,no,1.662117,no,0.936551,0.247332,Sometimes,Public_Transportation,Obesity_Type_II 15592,Female,21.420537,1.73995,133.113587,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.505775,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 15593,Female,18.314593,1.744974,128.114161,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,1.485978,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 15594,Female,23.0,1.54,80.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 15595,Female,20.0,1.56,51.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15596,Female,38.0,1.55,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15597,Female,37.621769,1.505437,75.480764,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15598,Female,18.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 15599,Male,30.899219,1.841879,124.070717,yes,yes,2.099687,3.0,Sometimes,no,2.208068,no,0.981686,0.711331,Sometimes,Public_Transportation,Obesity_Type_II 15600,Female,23.0,1.58,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15601,Male,22.0,1.75,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15602,Female,19.97981,1.598448,42.069992,no,yes,3.0,1.237454,Frequently,no,2.825629,no,1.699181,0.08922,Sometimes,Public_Transportation,Insufficient_Weight 15603,Male,26.680376,1.817572,119.745833,yes,yes,2.57649,3.0,Sometimes,no,2.535629,no,1.046463,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 15604,Male,23.0,1.722461,51.607091,no,no,2.043359,3.0,Frequently,no,1.837184,no,1.153775,0.0,no,Public_Transportation,Insufficient_Weight 15605,Female,25.964788,1.643017,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.029241,no,0.085119,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 15606,Female,38.0,1.5,78.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 15607,Male,27.439056,1.786997,112.932984,yes,yes,1.878251,3.0,Sometimes,no,2.022933,no,1.386151,0.002168,Sometimes,Automobile,Obesity_Type_II 15608,Male,18.0,1.72,69.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 15609,Male,21.0,1.75,50.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Insufficient_Weight 15610,Male,20.0,1.72,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15611,Male,41.743333,1.784049,96.738014,yes,yes,2.0,2.698883,Sometimes,no,2.170225,no,1.45473,1.103349,Sometimes,Automobile,Obesity_Type_I 15612,Male,19.035557,1.868923,119.956651,yes,yes,2.01695,2.986637,Sometimes,no,2.067741,no,0.584272,0.531769,Sometimes,Public_Transportation,Obesity_Type_II 15613,Male,30.710511,1.914186,113.117122,yes,yes,2.9673,3.0,Sometimes,no,2.170225,no,0.917014,1.0,Sometimes,Automobile,Obesity_Type_II 15614,Female,20.601222,1.701284,52.08657,yes,yes,2.0,3.0,Frequently,no,1.153559,no,0.651412,1.194633,Sometimes,Public_Transportation,Insufficient_Weight 15615,Male,20.0,1.85,115.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15616,Female,25.992898,1.694952,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,0.075776,0.233314,Sometimes,Public_Transportation,Obesity_Type_III 15617,Male,24.417552,1.677314,99.540122,yes,yes,2.866383,3.0,Sometimes,no,1.0,no,0.0,1.541069,no,Public_Transportation,Obesity_Type_II 15618,Female,21.72127,1.628909,68.85097,yes,yes,1.431346,3.0,Sometimes,no,2.702783,no,0.334579,0.371941,Sometimes,Public_Transportation,Overweight_Level_I 15619,Female,21.0,1.664463,68.818893,no,yes,1.826885,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15620,Female,21.0,1.66,64.0,yes,yes,2.0,3.0,Frequently,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15621,Male,17.362129,1.830384,59.243506,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 15622,Female,26.0,1.656504,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.283804,Sometimes,Public_Transportation,Obesity_Type_III 15623,Female,23.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 15624,Male,21.413498,1.730199,98.44113,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.667739,2.0,no,Public_Transportation,Obesity_Type_I 15625,Male,29.709731,1.695347,80.0,yes,yes,2.0,3.0,Sometimes,no,1.706568,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 15626,Male,34.389679,1.681719,77.956921,yes,yes,3.0,1.672751,Sometimes,no,2.0,no,0.889963,0.0,Sometimes,Automobile,Obesity_Type_I 15627,Male,24.417552,1.754996,117.631707,yes,yes,2.107854,3.0,Sometimes,no,2.00513,no,1.46782,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 15628,Male,18.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15629,Male,21.0,1.78,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15630,Female,18.0,1.71,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 15631,Male,18.0,1.7,55.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15632,Female,26.0,1.611462,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 15633,Female,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15634,Male,26.778684,1.767335,112.725005,yes,yes,1.994679,3.0,Sometimes,no,2.078297,no,0.0,0.0026,Sometimes,Automobile,Obesity_Type_II 15635,Male,25.136116,1.766946,113.235538,yes,yes,1.168856,3.0,Sometimes,no,2.152666,no,1.246223,0.879925,Sometimes,Public_Transportation,Obesity_Type_II 15636,Female,25.291974,1.683502,104.931233,yes,yes,3.0,3.0,Sometimes,no,1.299194,no,0.234303,0.941336,Sometimes,Public_Transportation,Obesity_Type_III 15637,Male,22.975526,1.7088,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15638,Female,17.0,1.7,83.0,yes,no,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15639,Male,18.0,1.85,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15640,Female,19.0,1.62,45.0,no,yes,3.0,4.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 15641,Male,35.389491,1.732492,84.451423,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 15642,Male,30.350516,1.82559,120.860386,yes,yes,2.151335,3.0,Sometimes,no,2.292906,no,1.034031,0.673408,Sometimes,Automobile,Obesity_Type_II 15643,Female,22.0,1.65,70.0,no,no,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 15644,Male,18.0,1.770379,55.700497,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.767468,Sometimes,Automobile,Overweight_Level_I 15645,Male,24.739421,1.872517,121.142535,yes,yes,2.57649,3.0,Sometimes,no,2.478838,no,1.63812,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 15646,Male,33.009285,1.835381,97.029249,yes,yes,2.0,1.788602,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 15647,Male,19.027574,1.787933,89.98168,yes,yes,1.34138,3.0,Sometimes,no,3.0,no,2.21722,0.479221,Sometimes,Public_Transportation,Overweight_Level_I 15648,Female,26.288417,1.7,78.055968,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 15649,Male,24.693108,1.792998,120.996074,yes,yes,2.9673,3.0,Sometimes,no,3.0,no,1.637368,0.235711,Sometimes,Automobile,Obesity_Type_II 15650,Female,24.497373,1.73995,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.813234,no,1.464674,0.552498,Sometimes,Public_Transportation,Obesity_Type_III 15651,Female,20.0,1.75,76.0,yes,yes,3.0,3.0,Always,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 15652,Female,19.0,1.62,53.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15653,Female,21.0,1.6,78.0,no,yes,2.0,1.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 15654,Female,26.0,1.643332,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.552388,no,0.0,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 15655,Female,21.0,1.5,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15656,Male,17.0,1.7,99.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_II 15657,Male,30.945369,1.76714,120.151967,yes,yes,2.938801,3.0,Sometimes,no,2.116301,no,1.079934,1.581703,Sometimes,Automobile,Obesity_Type_II 15658,Female,21.838323,1.694969,135.693381,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.217993,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 15659,Male,29.0,1.76,79.0,yes,no,2.0,4.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 15660,Female,26.0,1.592379,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 15661,Female,22.0,1.71,69.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15662,Female,25.986185,1.611462,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.077253,no,0.359134,0.555967,Sometimes,Public_Transportation,Obesity_Type_III 15663,Female,29.0,1.62,89.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 15664,Female,26.0,1.629727,68.904023,yes,yes,3.0,3.0,Sometimes,no,2.734782,no,0.0,0.12228,Sometimes,Public_Transportation,Overweight_Level_I 15665,Female,42.24475,1.584322,81.918809,yes,yes,2.569075,2.326233,Sometimes,no,1.0,no,0.085388,0.0,no,Automobile,Obesity_Type_I 15666,Female,22.720449,1.624134,82.628,yes,yes,2.0,2.625475,Sometimes,no,2.371015,no,1.997529,0.864583,Sometimes,Public_Transportation,Overweight_Level_I 15667,Male,22.087056,1.786238,89.998729,yes,yes,1.729824,1.154318,Sometimes,no,2.0,no,0.305422,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15668,Male,23.367212,1.719509,78.089575,yes,yes,1.642241,3.0,Sometimes,no,2.0,no,0.455216,1.08266,Sometimes,Public_Transportation,Overweight_Level_I 15669,Male,45.0,1.791174,96.940255,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 15670,Male,30.711381,1.909188,129.466541,yes,yes,2.9673,3.0,Sometimes,no,1.522426,no,1.19102,0.034897,Sometimes,Public_Transportation,Obesity_Type_II 15671,Female,22.906886,1.767058,51.154201,yes,yes,2.653721,3.471536,Frequently,no,1.876915,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15672,Female,26.0,1.633794,105.028665,yes,yes,3.0,3.0,Sometimes,no,2.375707,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 15673,Male,29.687488,1.835643,112.395309,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.743005,1.443328,Sometimes,Automobile,Obesity_Type_II 15674,Male,30.607546,1.75633,119.081804,yes,yes,2.938616,2.129909,Sometimes,no,2.111908,no,1.917383,0.0,no,Automobile,Obesity_Type_II 15675,Female,21.086512,1.610636,84.191125,yes,yes,2.0,3.0,Sometimes,no,2.984153,no,1.666965,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15676,Female,21.868932,1.752531,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.480919,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 15677,Female,22.988004,1.593847,44.050251,no,no,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15678,Female,23.0,1.62,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15679,Female,37.96543,1.560648,80.0,yes,yes,2.76632,2.791366,Sometimes,no,1.567366,no,0.577063,0.0,Sometimes,Automobile,Obesity_Type_I 15680,Male,38.0,1.75,57.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 15681,Male,27.474245,1.75,119.201465,yes,yes,2.499108,3.0,Sometimes,no,2.638896,no,0.94793,0.200516,Sometimes,Public_Transportation,Obesity_Type_II 15682,Female,21.238416,1.747987,133.735889,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.444382,0.66488,Sometimes,Public_Transportation,Obesity_Type_III 15683,Male,21.0,1.8,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15684,Female,20.0,1.54,49.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15685,Female,21.274628,1.654784,111.933152,yes,yes,3.0,3.0,Sometimes,no,1.630528,no,0.994592,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 15686,Male,21.0,1.75,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 15687,Male,30.605225,1.771837,120.0,yes,yes,2.699282,3.0,Sometimes,yes,2.174248,no,1.07672,0.635867,Sometimes,Automobile,Obesity_Type_II 15688,Male,27.439056,1.75,119.434645,yes,yes,2.959658,3.0,Sometimes,no,2.0,no,0.454944,1.74288,Sometimes,Public_Transportation,Obesity_Type_II 15689,Female,16.0,1.56,64.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15690,Male,18.0,1.69,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 15691,Male,21.077356,1.768231,97.971598,yes,yes,2.0,1.66338,Sometimes,no,3.0,no,1.0,1.946173,no,Public_Transportation,Obesity_Type_I 15692,Male,21.0,1.72,82.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 15693,Male,17.0,1.8,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15694,Female,19.713169,1.616467,68.163408,yes,yes,3.0,1.0,Sometimes,no,2.322003,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15695,Female,21.768153,1.737056,152.567671,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.699181,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 15696,Female,21.051982,1.729719,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.528968,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 15697,Male,21.414477,1.713348,82.414477,yes,yes,1.873716,3.0,Sometimes,no,2.0,no,0.0,1.252677,no,Public_Transportation,Overweight_Level_II 15698,Female,26.0,1.641098,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.66488,Sometimes,Public_Transportation,Obesity_Type_III 15699,Female,40.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15700,Female,25.977475,1.66671,112.555456,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.090917,0.437067,Sometimes,Public_Transportation,Obesity_Type_III 15701,Female,19.0,1.58,60.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 15702,Female,20.979254,1.56,44.339767,no,no,3.0,2.400943,Frequently,no,1.403784,yes,0.167125,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15703,Male,19.0,1.72,86.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 15704,Male,20.0,1.8,72.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15705,Female,33.864257,1.681855,77.561602,yes,yes,3.0,3.0,Sometimes,no,2.170225,no,0.0,0.022958,Sometimes,Automobile,Overweight_Level_II 15706,Male,22.735328,1.872517,121.142535,yes,yes,3.0,2.877583,Sometimes,no,1.962646,no,0.883542,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15707,Male,23.0,1.8,65.0,no,no,2.0,3.0,Sometimes,yes,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15708,Male,21.0,1.69,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15709,Male,22.935612,1.819296,121.560938,yes,yes,2.0,2.272801,Sometimes,no,2.835622,no,1.980738,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15710,Female,20.345161,1.567756,41.934368,no,yes,2.88853,1.0,Frequently,no,1.0,no,0.0,0.453314,Sometimes,Public_Transportation,Insufficient_Weight 15711,Male,24.0,1.67,62.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15712,Male,33.0,1.7,83.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 15713,Male,31.347497,1.752863,119.622764,yes,yes,2.312528,3.0,Sometimes,no,2.161303,no,0.597863,0.0,Sometimes,Automobile,Obesity_Type_II 15714,Female,26.0,1.654784,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 15715,Male,27.991467,1.817572,120.8158,yes,yes,2.969233,3.0,Sometimes,no,2.495851,no,0.982134,1.191998,Sometimes,Public_Transportation,Obesity_Type_II 15716,Female,18.423482,1.73581,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.445148,0.714137,Sometimes,Public_Transportation,Obesity_Type_III 15717,Male,25.0,1.8,106.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,1.0,Sometimes,Automobile,Obesity_Type_I 15718,Male,18.0,1.8,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15719,Female,21.0,1.62,68.0,no,yes,3.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15720,Male,31.755387,1.829971,120.921535,yes,yes,2.499108,3.0,Sometimes,no,2.318134,no,1.881761,0.0,Sometimes,Automobile,Obesity_Type_II 15721,Male,17.099015,1.768578,87.27989,yes,no,1.882235,3.0,Sometimes,no,1.837184,no,1.488843,0.646514,no,Public_Transportation,Overweight_Level_II 15722,Female,19.0,1.6,64.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 15723,Male,20.013906,1.854162,51.574788,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,0.42777,0.516764,Sometimes,Public_Transportation,Insufficient_Weight 15724,Female,21.837058,1.739293,75.970712,yes,yes,2.780699,3.0,Sometimes,no,1.554925,no,0.967627,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15725,Male,31.630054,1.835381,128.828122,yes,yes,2.880759,3.0,Sometimes,no,2.471033,no,0.17048,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15726,Female,21.0,1.63,60.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 15727,Female,23.0,1.65,60.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 15728,Male,18.0,1.78,109.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 15729,Female,21.210732,1.66084,49.039794,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15730,Male,23.996834,1.657132,100.543983,yes,yes,2.0,2.976211,Sometimes,no,1.016585,no,0.736032,0.662489,no,Public_Transportation,Obesity_Type_I 15731,Female,21.001969,1.732862,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.699056,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 15732,Female,21.001969,1.741014,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,1.645532,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 15733,Female,18.233541,1.688025,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,1.783138,0.926052,Sometimes,Public_Transportation,Obesity_Type_III 15734,Male,19.0,1.78,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15735,Female,26.0,1.62439,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 15736,Female,26.0,1.641849,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 15737,Female,26.0,1.641601,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 15738,Female,37.743349,1.681855,83.285753,yes,yes,2.0,2.973504,Sometimes,no,2.0,no,1.629432,0.0,no,Automobile,Overweight_Level_II 15739,Male,19.0,1.75,73.0,no,no,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Normal_Weight 15740,Male,18.0,1.75,75.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15741,Male,24.417552,1.779547,120.098812,yes,yes,2.159033,2.993623,Sometimes,no,2.00513,no,0.925941,0.39174,Sometimes,Public_Transportation,Obesity_Type_II 15742,Female,38.0,1.56,80.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 15743,Female,18.634286,1.73196,69.3899,yes,no,3.0,3.884861,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15744,Female,20.338815,1.569234,41.397378,no,yes,2.594653,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15745,Male,21.962426,1.657496,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.770536,1.93977,Sometimes,Public_Transportation,Overweight_Level_I 15746,Female,19.621545,1.696423,49.839685,no,yes,1.899116,3.0,Frequently,no,2.0,no,0.0,1.944177,Sometimes,Public_Transportation,Insufficient_Weight 15747,Female,26.0,1.62495,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 15748,Male,18.166318,1.71746,55.137881,yes,yes,2.0,3.715306,Sometimes,no,2.145552,no,0.64235,0.845633,no,Automobile,Insufficient_Weight 15749,Male,17.767432,1.703098,83.014033,yes,no,2.069267,1.418985,Sometimes,no,2.0,no,0.029728,1.612432,no,Public_Transportation,Overweight_Level_II 15750,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15751,Male,24.178638,1.766547,117.93329,yes,yes,2.766441,2.601675,Sometimes,no,2.435978,no,0.935217,0.711724,Sometimes,Public_Transportation,Obesity_Type_II 15752,Female,17.0,1.61,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 15753,Male,19.0,1.79,79.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 15754,Female,19.0,1.6,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 15755,Male,32.516469,1.695735,83.986714,yes,yes,2.736647,2.658837,Sometimes,no,2.452789,no,1.977918,0.386861,no,Automobile,Overweight_Level_II 15756,Male,30.577944,1.754996,120.644178,yes,yes,2.499108,3.0,Sometimes,no,2.040952,no,1.926381,0.47787,Sometimes,Automobile,Obesity_Type_II 15757,Male,25.0,1.8,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 15758,Male,24.63474,1.767077,117.8972,yes,yes,2.637202,2.372339,Sometimes,no,2.098959,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15759,Female,21.0,1.6,58.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 15760,Male,33.0,1.85,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 15761,Male,18.0,1.73945,51.457226,yes,yes,1.889199,3.0,Sometimes,no,1.959531,no,0.866045,1.887386,Sometimes,Public_Transportation,Insufficient_Weight 15762,Male,33.100581,1.739354,84.75383,yes,yes,2.973569,2.842848,Sometimes,no,1.751723,no,0.8554,0.038253,Sometimes,Automobile,Overweight_Level_I 15763,Male,22.857123,1.719342,82.410189,yes,yes,3.0,1.80993,Sometimes,no,2.0,no,1.0,0.327376,Sometimes,Public_Transportation,Overweight_Level_II 15764,Female,26.0,1.638836,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 15765,Male,18.0,1.792687,108.244379,yes,yes,2.0,3.0,Sometimes,no,1.040342,no,1.0,0.739684,no,Public_Transportation,Obesity_Type_I 15766,Male,31.490699,1.919543,129.991623,yes,yes,2.543563,3.0,Sometimes,no,1.011849,no,0.647632,0.133523,Sometimes,Public_Transportation,Obesity_Type_II 15767,Female,23.0,1.7,78.893117,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,0.973114,2.0,Frequently,Public_Transportation,Overweight_Level_II 15768,Female,21.0,1.62,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 15769,Female,22.177099,1.605469,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15770,Female,21.01245,1.723587,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.657541,no,1.537639,0.906611,Sometimes,Public_Transportation,Obesity_Type_III 15771,Male,18.0,1.734237,108.244379,yes,yes,2.0,3.0,Sometimes,no,2.879402,no,1.0,0.103056,Sometimes,Public_Transportation,Obesity_Type_I 15772,Male,22.0,1.83,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15773,Male,18.0,1.66,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15774,Male,21.0,1.7,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15775,Female,23.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15776,Male,23.118327,1.788586,121.310257,yes,yes,2.76632,1.0,Sometimes,no,2.35752,no,0.917014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15777,Female,25.908829,1.609401,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.005864,no,0.0,0.569852,Sometimes,Public_Transportation,Obesity_Type_III 15778,Male,32.0,1.67,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 15779,Female,18.0,1.58,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15780,Female,34.543563,1.696954,80.0,yes,yes,2.913486,3.0,Sometimes,no,2.0,no,0.463891,0.0,no,Automobile,Overweight_Level_II 15781,Female,18.10682,1.607734,82.01831,yes,yes,2.260543,3.0,Sometimes,no,1.0,no,0.0,0.393838,Sometimes,Public_Transportation,Obesity_Type_I 15782,Male,21.0,1.8,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15783,Male,25.542454,1.759828,113.15464,yes,yes,1.457758,3.0,Sometimes,no,2.092326,no,1.358185,0.0026,Sometimes,Automobile,Obesity_Type_II 15784,Female,26.0,1.48,63.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15785,Female,30.003358,1.673491,79.437921,yes,yes,2.002076,3.0,Sometimes,no,1.60114,no,0.0,1.50301,no,Automobile,Overweight_Level_II 15786,Female,16.0,1.6,65.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15787,Female,23.0,1.63,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15788,Female,25.991194,1.641849,104.807284,yes,yes,3.0,3.0,Sometimes,no,1.696691,no,0.069802,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 15789,Male,21.652229,1.812919,106.875927,yes,yes,2.0,3.0,Sometimes,no,2.737091,no,0.0,0.459274,Sometimes,Public_Transportation,Obesity_Type_I 15790,Male,32.278869,1.703317,102.686908,yes,yes,2.108638,3.0,Sometimes,no,1.0,no,1.98448,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15791,Female,22.884722,1.622787,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 15792,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15793,Female,21.680123,1.741192,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.917383,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 15794,Male,18.0,1.837399,107.55963,yes,yes,2.0,2.974204,Sometimes,no,2.147746,no,2.819661,1.082838,Sometimes,Public_Transportation,Obesity_Type_I 15795,Male,37.997912,1.77433,107.998815,yes,yes,2.964419,2.902766,Sometimes,no,2.745242,no,2.545707,0.0,Sometimes,Automobile,Obesity_Type_I 15796,Female,23.0,1.65731,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.874643,1.0,no,Public_Transportation,Obesity_Type_I 15797,Male,18.0,1.74,64.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15798,Male,30.686701,1.7425,118.370628,yes,yes,2.225149,3.0,Sometimes,no,2.154949,no,1.018158,0.390178,Sometimes,Public_Transportation,Obesity_Type_II 15799,Female,19.317148,1.640606,45.0,no,yes,3.0,3.0,Sometimes,no,1.947935,no,0.678943,0.800993,Sometimes,Public_Transportation,Insufficient_Weight 15800,Female,17.0,1.6,48.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 15801,Male,17.992717,1.713564,57.275946,yes,yes,3.0,3.891994,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 15802,Male,18.0,1.753389,52.09432,yes,yes,2.0,2.401341,Sometimes,no,2.154898,no,1.0,1.588046,Sometimes,Public_Transportation,Insufficient_Weight 15803,Male,24.693108,1.812919,120.151967,yes,yes,2.96405,3.0,Sometimes,no,2.839319,no,1.48809,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15804,Male,19.858973,1.821566,85.301029,yes,yes,2.720701,3.0,Sometimes,no,2.290979,no,2.0,0.171034,Sometimes,Public_Transportation,Overweight_Level_I 15805,Female,26.0,1.639524,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 15806,Female,21.412434,1.748584,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.612741,0.635867,Sometimes,Public_Transportation,Obesity_Type_III 15807,Female,26.0,1.584782,105.055597,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 15808,Female,21.813083,1.764138,51.710723,yes,yes,2.8813,3.0,Frequently,no,1.24818,no,0.546402,1.59405,Sometimes,Public_Transportation,Insufficient_Weight 15809,Female,38.492444,1.673491,62.871794,yes,yes,3.0,2.850948,Sometimes,no,2.0,no,0.684739,0.0,no,Automobile,Overweight_Level_II 15810,Male,16.0,1.82,71.0,yes,yes,3.0,3.0,Always,no,2.0,no,3.0,1.0,no,Walking,Normal_Weight 15811,Female,26.0,1.640535,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 15812,Male,26.624342,1.763582,118.277657,yes,yes,2.680375,3.0,Sometimes,no,2.976672,no,0.0,0.384129,Sometimes,Public_Transportation,Obesity_Type_II 15813,Male,24.657598,1.810728,116.157766,yes,yes,1.993101,2.749334,Sometimes,no,2.0,no,0.8554,1.350099,Sometimes,Public_Transportation,Obesity_Type_II 15814,Male,19.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15815,Male,18.0,1.758787,85.050558,yes,yes,2.0,3.0,Sometimes,no,2.87781,no,1.0,0.03921,Sometimes,Public_Transportation,Overweight_Level_II 15816,Male,30.684347,1.812259,118.424156,yes,yes,2.047069,3.0,Sometimes,yes,2.170225,no,0.94522,1.035711,Sometimes,Public_Transportation,Obesity_Type_II 15817,Female,21.196152,1.65,88.026943,yes,yes,2.882522,1.001633,Sometimes,no,3.0,no,1.162519,1.0,no,Public_Transportation,Obesity_Type_I 15818,Male,26.0,1.65,90.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15819,Male,33.55336,1.650012,103.276087,yes,yes,2.859097,2.845307,Sometimes,no,1.0,no,1.983265,0.0,no,Public_Transportation,Obesity_Type_II 15820,Female,19.376997,1.600264,45.0,no,no,3.0,3.0,Frequently,no,1.970622,yes,1.295697,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15821,Female,18.0,1.7,50.0,no,yes,2.0,1.0,Sometimes,no,1.970622,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15822,Female,25.919241,1.640741,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.01586,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 15823,Male,18.0,1.74,96.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15824,Female,26.0,1.623812,105.131956,yes,yes,3.0,3.0,Sometimes,no,2.584305,no,0.0,0.175694,Sometimes,Public_Transportation,Obesity_Type_III 15825,Male,23.0,1.829239,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.858171,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15826,Female,25.986185,1.661712,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.24629,0.442456,Sometimes,Public_Transportation,Obesity_Type_III 15827,Female,19.027417,1.590317,45.0,no,yes,3.0,3.36313,Frequently,no,2.976177,yes,1.949667,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15828,Male,21.0,1.71266,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.70825,1.609773,Sometimes,Public_Transportation,Overweight_Level_I 15829,Female,22.087389,1.6,82.040318,yes,yes,2.314175,1.0,Sometimes,no,2.0,no,0.0,1.612466,no,Public_Transportation,Obesity_Type_I 15830,Female,26.0,1.629727,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.33929,Sometimes,Public_Transportation,Obesity_Type_III 15831,Male,18.0,1.78,94.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Automobile,Obesity_Type_I 15832,Male,23.327836,1.763215,120.751656,yes,yes,2.21965,3.0,Sometimes,yes,1.833635,no,0.788659,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15833,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 15834,Male,37.524551,1.75,118.560509,yes,yes,2.145114,2.989791,Sometimes,no,1.895876,no,0.615298,0.0,Sometimes,Automobile,Obesity_Type_II 15835,Male,20.217015,1.803245,105.428628,yes,yes,2.0,3.0,Sometimes,no,1.48075,no,0.378683,0.857718,Sometimes,Public_Transportation,Obesity_Type_I 15836,Male,17.0,1.756774,85.0,yes,no,2.0,2.973504,Sometimes,no,2.0,no,1.0,0.166076,Sometimes,Public_Transportation,Overweight_Level_II 15837,Female,26.0,1.642572,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 15838,Male,23.0,1.65,66.0,yes,no,2.0,3.0,Always,no,3.0,no,3.0,1.0,no,Walking,Normal_Weight 15839,Male,24.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15840,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15841,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.893062,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 15842,Male,33.0,1.76,103.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 15843,Male,25.058566,1.77151,113.234349,yes,yes,1.264234,3.0,Sometimes,no,2.002871,no,1.590255,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 15844,Female,25.540865,1.643017,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.495944,no,0.0,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 15845,Female,22.0,1.72,82.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 15846,Male,25.722004,1.756772,114.133149,yes,yes,2.766612,3.0,Sometimes,no,2.104337,no,1.110215,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 15847,Female,20.0,1.6,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 15848,Female,23.0,1.56,80.0,yes,yes,2.0,1.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 15849,Male,26.957645,1.829907,119.441207,yes,yes,2.263245,3.0,Sometimes,no,2.092509,no,0.986414,0.000355,Sometimes,Public_Transportation,Obesity_Type_II 15850,Male,22.87795,1.830596,105.036522,yes,yes,2.450784,2.036794,Sometimes,no,2.371015,no,2.892922,0.470243,Sometimes,Public_Transportation,Obesity_Type_I 15851,Female,25.907833,1.62788,104.92057,yes,yes,3.0,3.0,Sometimes,no,1.817983,no,0.162083,0.813784,Sometimes,Public_Transportation,Obesity_Type_III 15852,Male,18.0,1.73,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15853,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 15854,Male,23.0,1.65,58.0,no,yes,1.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 15855,Female,18.233541,1.664927,82.130728,yes,yes,2.218599,3.0,Sometimes,no,1.0,no,0.632947,1.0,no,Public_Transportation,Obesity_Type_I 15856,Female,26.0,1.632377,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 15857,Female,18.166318,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.477855,1.0,no,Public_Transportation,Obesity_Type_I 15858,Male,19.0,1.7,79.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15859,Female,19.0,1.63,61.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15860,Male,18.0,1.75,50.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15861,Female,20.102241,1.758382,154.618446,yes,yes,3.0,3.0,Sometimes,no,2.305574,no,0.0,0.413663,Sometimes,Public_Transportation,Obesity_Type_III 15862,Male,18.827008,1.829757,108.251044,yes,yes,2.0,2.870661,Sometimes,no,2.450069,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 15863,Male,30.607546,1.835643,125.077863,yes,yes,2.01054,3.0,Sometimes,no,1.981782,no,0.582686,0.203978,Sometimes,Public_Transportation,Obesity_Type_II 15864,Female,26.0,1.62439,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 15865,Male,17.0,1.7,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 15866,Male,21.695892,1.730199,75.057177,yes,yes,2.206399,3.0,Sometimes,no,2.693978,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 15867,Male,26.684354,1.861358,121.236915,yes,yes,2.92711,3.0,Sometimes,no,2.154898,no,1.19102,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15868,Male,23.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Walking,Overweight_Level_II 15869,Male,17.188754,1.793926,55.695036,yes,yes,2.180047,4.0,Sometimes,no,2.77962,no,2.0,0.378619,no,Automobile,Insufficient_Weight 15870,Female,23.0,1.58,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15871,Male,23.0,1.77433,97.58826,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.270555,1.261043,no,Public_Transportation,Obesity_Type_I 15872,Male,27.991467,1.82559,120.860386,yes,yes,2.5621,3.0,Sometimes,no,3.0,no,0.691369,1.415536,Sometimes,Public_Transportation,Obesity_Type_II 15873,Female,23.0,1.632118,82.01831,yes,yes,1.826251,2.993623,Sometimes,no,2.00513,no,0.112122,0.001337,Sometimes,Public_Transportation,Obesity_Type_I 15874,Male,21.0,1.66,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15875,Female,21.849705,1.738836,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.026452,0.413752,Sometimes,Public_Transportation,Obesity_Type_III 15876,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15877,Female,18.0,1.6,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15878,Male,18.0,1.791174,108.9606,yes,yes,2.0,2.164839,Sometimes,no,2.279124,no,1.0,1.609773,no,Public_Transportation,Obesity_Type_I 15879,Male,18.0,1.712905,51.552595,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.928972,Sometimes,Automobile,Insufficient_Weight 15880,Female,21.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 15881,Female,23.0,1.65,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 15882,Male,19.0,1.77,79.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 15883,Male,20.0,1.68,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15884,Male,27.0,1.75,78.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15885,Female,26.0,1.694952,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 15886,Female,19.749627,1.527133,42.0,no,yes,2.843456,1.374791,Frequently,no,1.0,no,1.0,0.598244,Sometimes,Public_Transportation,Insufficient_Weight 15887,Female,18.945961,1.624831,78.0,yes,yes,2.974006,3.0,Sometimes,no,2.428271,no,0.978815,1.0,Frequently,Public_Transportation,Obesity_Type_I 15888,Male,31.743821,1.835024,121.639178,yes,yes,2.871016,3.0,Sometimes,no,2.746197,no,0.897562,0.0,Sometimes,Automobile,Obesity_Type_II 15889,Male,30.870724,1.754796,112.835195,yes,yes,2.177896,3.0,Sometimes,no,2.825629,no,0.0,0.47787,Sometimes,Automobile,Obesity_Type_II 15890,Male,25.137087,1.779547,115.10813,yes,yes,1.624366,3.0,Sometimes,no,2.004126,no,1.537639,0.39174,Sometimes,Public_Transportation,Obesity_Type_II 15891,Female,20.0,1.6,72.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 15892,Female,26.0,1.633887,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 15893,Female,21.0,1.74,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15894,Female,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 15895,Male,18.0,1.741377,50.0,no,yes,1.887951,3.747163,Sometimes,no,1.0,no,2.0,1.556052,Sometimes,Public_Transportation,Insufficient_Weight 15896,Female,20.924956,1.739457,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.583832,0.890527,Sometimes,Public_Transportation,Obesity_Type_III 15897,Female,20.184451,1.782453,137.785027,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,1.931173,0.838947,Sometimes,Public_Transportation,Obesity_Type_III 15898,Male,26.947786,1.76569,119.192922,yes,yes,1.492834,3.0,Sometimes,no,2.159987,no,0.64235,0.677909,Sometimes,Automobile,Obesity_Type_II 15899,Male,21.0,1.69,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 15900,Male,25.524336,1.764166,114.479459,yes,yes,1.99124,3.0,Sometimes,no,2.426094,no,0.93732,0.733221,Sometimes,Public_Transportation,Obesity_Type_II 15901,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15902,Female,21.030909,1.770612,133.955091,yes,yes,3.0,3.0,Sometimes,no,1.825629,no,1.510398,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 15903,Male,24.443011,1.779325,116.160329,yes,yes,2.85916,3.0,Sometimes,no,2.0,no,1.838881,0.917727,Sometimes,Public_Transportation,Obesity_Type_II 15904,Male,22.882558,1.707557,75.306702,yes,yes,2.964419,3.0,Sometimes,no,1.077917,no,0.944982,0.73421,Sometimes,Public_Transportation,Overweight_Level_I 15905,Female,30.403205,1.665807,84.729197,yes,yes,3.0,2.812283,Sometimes,no,1.955053,no,0.979701,0.274969,no,Automobile,Overweight_Level_II 15906,Male,21.382978,1.717262,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.698874,1.93977,no,Public_Transportation,Overweight_Level_II 15907,Female,26.0,1.627567,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 15908,Male,23.0,1.72,68.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 15909,Female,20.534606,1.528011,42.0,no,yes,3.0,1.0,Frequently,no,1.077253,no,0.0,0.218574,Sometimes,Public_Transportation,Insufficient_Weight 15910,Male,34.543563,1.719153,98.259423,yes,yes,2.0,3.0,Sometimes,no,1.80996,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 15911,Male,38.370628,1.772045,118.370628,yes,yes,2.21965,2.752815,Sometimes,no,1.98459,no,0.64235,0.0,Sometimes,Automobile,Obesity_Type_II 15912,Female,19.21164,1.567981,41.934368,no,yes,2.070964,3.0,Frequently,no,1.0,no,1.194898,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15913,Male,18.0,1.75,52.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 15914,Male,18.0,1.783901,102.910613,yes,yes,2.0,1.08687,Sometimes,no,2.136398,no,1.0,0.539411,no,Public_Transportation,Obesity_Type_I 15915,Female,26.0,1.623707,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.45126,no,0.0,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 15916,Female,20.418832,1.748584,133.665587,yes,yes,3.0,3.0,Sometimes,no,1.249074,no,1.609801,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 15917,Male,24.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 15918,Male,37.955371,1.754217,117.849351,yes,yes,2.323351,2.993623,Sometimes,no,2.358038,no,0.706287,0.325445,Sometimes,Automobile,Obesity_Type_II 15919,Female,21.033794,1.611462,67.083121,yes,yes,1.83746,3.995957,Sometimes,no,2.017602,no,0.577063,1.884138,Sometimes,Public_Transportation,Overweight_Level_I 15920,Male,18.0,1.8,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15921,Male,19.0,1.7,65.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15922,Female,17.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 15923,Male,21.0,1.80416,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 15924,Female,22.869778,1.640741,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.365793,Sometimes,Public_Transportation,Obesity_Type_I 15925,Female,19.407204,1.655413,49.742931,no,no,3.0,3.691226,Frequently,no,1.632004,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15926,Female,21.28253,1.741193,133.145549,yes,yes,3.0,3.0,Sometimes,no,1.69551,no,1.686229,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 15927,Male,21.0,1.7,66.5,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 15928,Male,30.451174,1.763029,118.206565,yes,yes,2.913452,3.0,Sometimes,no,2.165605,no,0.786828,0.64676,Sometimes,Automobile,Obesity_Type_II 15929,Male,18.0,1.7,50.0,no,yes,2.642744,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15930,Male,21.566815,1.701584,75.0,yes,yes,2.0,3.0,Sometimes,no,2.041536,no,1.276552,0.926443,Sometimes,Public_Transportation,Overweight_Level_I 15931,Male,26.70371,1.816197,86.748295,yes,yes,2.0,3.0,Sometimes,no,2.833566,no,0.217455,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15932,Female,25.653233,1.629491,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.001297,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 15933,Male,19.0,1.8,72.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Walking,Normal_Weight 15934,Male,23.0,1.7,67.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 15935,Male,27.931432,1.849998,120.589419,yes,yes,2.522183,3.0,Sometimes,no,2.879402,no,0.14495,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15936,Male,21.008051,1.752944,68.77185,no,yes,1.750809,3.156309,no,no,2.006595,no,1.763277,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15937,Female,21.0,1.63,63.0,yes,yes,3.0,4.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15938,Male,20.552695,1.787521,105.000276,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15939,Female,19.0,1.688426,49.660995,no,no,2.714447,3.0,Frequently,no,1.251715,yes,0.109327,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15940,Male,24.475242,1.773664,120.021161,yes,yes,2.918113,3.0,Sometimes,no,2.170225,no,1.321624,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 15941,Female,21.051982,1.741192,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.538922,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 15942,Female,23.0,1.6,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 15943,Female,21.0,1.693628,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15944,Female,21.556361,1.741925,133.870501,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,1.493018,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 15945,Male,23.327836,1.84995,121.244969,yes,yes,2.499626,2.993623,Sometimes,no,2.045004,no,0.889963,0.764717,Sometimes,Public_Transportation,Obesity_Type_II 15946,Female,21.412434,1.716497,75.970712,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.097234,Sometimes,Public_Transportation,Overweight_Level_I 15947,Female,18.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Normal_Weight 15948,Female,18.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 15949,Male,22.679935,1.694633,75.480764,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.166076,Sometimes,Public_Transportation,Overweight_Level_I 15950,Female,25.955361,1.649553,104.754958,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.0,0.12228,Sometimes,Public_Transportation,Obesity_Type_III 15951,Female,25.951737,1.62826,104.741914,yes,yes,3.0,3.0,Sometimes,no,2.569364,no,0.317363,0.31794,Sometimes,Public_Transportation,Obesity_Type_III 15952,Male,24.443011,1.829239,120.980508,yes,yes,2.938616,3.0,Sometimes,no,2.15157,no,1.350001,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15953,Male,25.509034,1.77274,114.097656,yes,yes,2.499108,3.0,Sometimes,no,2.077704,no,1.097905,0.857438,Sometimes,Public_Transportation,Obesity_Type_II 15954,Female,21.344018,1.69308,131.274851,yes,yes,3.0,3.0,Sometimes,no,1.910378,no,1.360994,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 15955,Male,21.708354,1.722396,94.790579,yes,yes,2.0,1.0,Sometimes,no,2.708168,no,2.627515,0.0,Frequently,Public_Transportation,Obesity_Type_I 15956,Male,21.0,1.81,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15957,Male,21.008051,1.7,75.0,yes,yes,2.252653,1.79558,Sometimes,no,2.721769,no,1.82434,1.157466,Sometimes,Public_Transportation,Overweight_Level_I 15958,Male,25.540865,1.771817,114.133149,yes,yes,2.225731,3.0,Sometimes,no,2.154949,no,1.266866,0.738269,Sometimes,Public_Transportation,Obesity_Type_II 15959,Male,18.0,1.8,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 15960,Female,19.0,1.6,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 15961,Male,32.707653,1.695347,102.810704,yes,yes,2.652779,2.372705,Sometimes,no,1.0,no,1.097905,0.0,no,Public_Transportation,Obesity_Type_II 15962,Female,25.895546,1.73421,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.210351,0.779641,Sometimes,Public_Transportation,Obesity_Type_III 15963,Female,19.0,1.65,90.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 15964,Male,17.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 15965,Female,21.768834,1.741193,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.680844,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 15966,Female,21.768153,1.746411,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.501754,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 15967,Male,18.0,1.708107,51.437985,yes,yes,2.0,3.0,Sometimes,no,1.440526,no,0.0,1.679149,no,Public_Transportation,Insufficient_Weight 15968,Male,22.0,1.7,80.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 15969,Female,18.0,1.7,50.0,no,no,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15970,Female,20.102241,1.735461,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,1.92628,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 15971,Female,21.987341,1.743841,78.55444,yes,yes,2.217267,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 15972,Male,36.673882,1.793451,90.0,yes,yes,2.432886,2.679724,Sometimes,no,2.778587,no,0.58216,0.317846,Sometimes,Automobile,Obesity_Type_I 15973,Male,18.0,1.76,68.0,no,yes,2.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 15974,Male,25.0,1.8,72.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15975,Male,24.911994,1.849507,120.980508,yes,yes,2.191429,3.0,Sometimes,no,2.112032,no,1.113169,0.917727,Sometimes,Public_Transportation,Obesity_Type_II 15976,Male,23.912387,1.759933,117.792268,yes,yes,2.204914,2.996444,Sometimes,no,2.081121,no,1.079524,0.0,Sometimes,Public_Transportation,Obesity_Type_II 15977,Female,18.0,1.55,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 15978,Male,18.532826,1.851123,57.259124,yes,yes,2.568063,3.0,Sometimes,no,2.0,no,1.0,1.581703,no,Automobile,Insufficient_Weight 15979,Female,19.0,1.524926,42.0,no,yes,3.0,1.273128,Frequently,no,1.676975,no,0.417119,0.0,Sometimes,Public_Transportation,Insufficient_Weight 15980,Female,26.0,1.62495,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 15981,Male,33.0,1.7,84.0,no,no,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,Frequently,Walking,Overweight_Level_II 15982,Female,19.314429,1.65,49.713944,no,yes,2.88853,3.488342,Frequently,no,1.67062,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 15983,Female,21.0,1.65,80.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 15984,Male,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_I 15985,Female,26.0,1.633887,73.91692,yes,yes,3.0,3.0,Sometimes,no,1.131448,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15986,Male,28.824194,1.761008,113.774198,yes,yes,1.264234,3.0,Sometimes,no,2.061062,no,1.097905,0.00133,Sometimes,Automobile,Obesity_Type_II 15987,Male,22.0,1.67,94.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 15988,Male,38.542937,1.706525,101.544589,yes,yes,2.57649,2.87747,Sometimes,no,1.0,no,1.661556,0.0,Sometimes,Automobile,Obesity_Type_II 15989,Female,27.349745,1.701986,75.0522,yes,yes,2.971351,3.0,Sometimes,no,1.279771,no,0.932783,0.0,Sometimes,Public_Transportation,Overweight_Level_I 15990,Male,28.770852,1.7,98.259423,yes,yes,2.0,2.812283,Sometimes,no,1.198883,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 15991,Male,17.065445,1.848294,59.295172,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 15992,Female,18.0,1.59,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 15993,Female,18.535075,1.730113,50.0,no,yes,2.919584,3.0,Sometimes,no,1.099231,no,1.577824,1.286844,Sometimes,Public_Transportation,Insufficient_Weight 15994,Male,31.783524,1.673352,90.0,yes,yes,2.970983,1.317884,Sometimes,no,1.337378,no,1.977918,0.0,Sometimes,Automobile,Obesity_Type_I 15995,Female,21.845025,1.8002,149.935848,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,1.751656,0.760714,Sometimes,Public_Transportation,Obesity_Type_III 15996,Male,23.0,1.74,64.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 15997,Female,22.0,1.55,42.0,no,yes,2.0,1.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Automobile,Insufficient_Weight 15998,Female,21.051107,1.753266,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,1.465931,0.67321,Sometimes,Public_Transportation,Obesity_Type_III 15999,Male,21.0,1.75,76.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16000,Male,28.0,1.69,53.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 16001,Female,23.0,1.65,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 16002,Female,21.849705,1.725931,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.725931,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 16003,Female,25.996716,1.63302,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.190061,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 16004,Female,31.484494,1.586301,72.748903,yes,yes,3.0,1.890682,Sometimes,no,1.0,yes,0.390937,1.339232,Sometimes,Automobile,Overweight_Level_I 16005,Female,26.208134,1.664752,78.429312,yes,yes,2.0,3.0,Sometimes,no,1.095134,yes,0.0,0.965604,Sometimes,Automobile,Overweight_Level_I 16006,Male,17.0,1.855353,57.790381,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 16007,Male,26.358919,1.828391,112.348722,yes,yes,1.99124,3.0,Sometimes,no,2.141271,no,1.121038,0.0,no,Automobile,Obesity_Type_II 16008,Female,21.0,1.63,68.0,yes,yes,2.0,4.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16009,Female,26.0,1.626503,110.930509,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 16010,Female,26.0,1.62456,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16011,Male,23.454558,1.86714,121.310257,yes,yes,2.76632,3.0,Sometimes,no,2.106861,no,0.1768,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16012,Female,21.0,1.54,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16013,Female,18.0,1.6,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16014,Male,18.0,1.782722,108.019211,yes,yes,2.0,1.0,Sometimes,no,2.147746,no,1.0,1.546738,no,Public_Transportation,Obesity_Type_I 16015,Male,25.540865,1.87407,121.236915,yes,yes,2.96405,3.0,Sometimes,no,2.738485,no,1.352973,0.150969,Sometimes,Public_Transportation,Obesity_Type_II 16016,Female,21.238416,1.730333,133.485478,yes,yes,3.0,3.0,Sometimes,no,1.423073,no,1.34139,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 16017,Male,24.0409,1.60681,100.624553,yes,yes,2.724285,2.880817,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 16018,Female,18.0,1.67,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16019,Male,19.0,1.89,60.0,yes,no,3.0,4.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 16020,Male,24.244029,1.712905,120.921535,yes,yes,2.748971,3.0,Sometimes,no,2.01499,no,1.320065,0.213437,Sometimes,Public_Transportation,Obesity_Type_II 16021,Male,30.796262,1.75,112.39792,yes,yes,1.450218,3.0,Sometimes,no,2.104264,no,0.769709,1.0,Sometimes,Automobile,Obesity_Type_II 16022,Male,25.883749,1.76416,114.133149,yes,yes,1.386151,3.0,Sometimes,no,2.073497,no,1.235675,0.692608,Sometimes,Public_Transportation,Obesity_Type_II 16023,Female,26.0,1.62456,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 16024,Male,18.0,1.792687,108.044313,yes,yes,2.0,1.250548,Sometimes,no,2.0,no,1.0,0.786665,Sometimes,Public_Transportation,Obesity_Type_I 16025,Female,16.913841,1.647768,49.603807,yes,yes,2.66889,3.0,Sometimes,no,2.0,no,0.127425,1.0,no,Public_Transportation,Insufficient_Weight 16026,Male,26.774115,1.75,119.117122,yes,yes,2.927409,3.0,Sometimes,no,2.0,no,0.94676,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16027,Female,18.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16028,Male,20.0,1.82,60.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 16029,Male,17.997009,1.854706,57.275946,yes,yes,2.737149,3.762778,Sometimes,no,2.774014,no,2.0,0.418623,no,Public_Transportation,Insufficient_Weight 16030,Female,25.992348,1.629225,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.043689,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 16031,Male,18.0,1.791174,108.10736,yes,yes,2.0,2.658837,Sometimes,no,2.297896,no,1.0,0.413752,no,Public_Transportation,Obesity_Type_I 16032,Male,18.0,1.782067,108.15619,yes,yes,2.0,2.282392,Sometimes,no,2.164718,no,1.0,1.403037,no,Public_Transportation,Obesity_Type_I 16033,Female,19.010211,1.564568,42.0,no,yes,3.0,3.0,Frequently,no,1.274389,no,0.389717,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16034,Male,30.62865,1.779325,118.332966,yes,yes,2.9673,3.0,Sometimes,no,2.868679,no,0.647632,1.339232,Sometimes,Automobile,Obesity_Type_II 16035,Female,26.0,1.65757,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.715572,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 16036,Male,32.516469,1.692913,98.579156,yes,yes,2.05687,2.77684,Sometimes,no,1.0,no,1.977918,0.0,no,Automobile,Obesity_Type_II 16037,Female,26.0,1.643332,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 16038,Male,22.832105,1.849601,121.204668,yes,yes,2.871016,2.85916,Sometimes,no,1.49583,no,0.694281,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16039,Female,40.993179,1.589829,79.469513,yes,yes,2.903545,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 16040,Female,16.0,1.66,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 16041,Female,38.464538,1.696423,75.62931,yes,yes,3.0,3.0,Sometimes,no,1.809531,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 16042,Female,25.908431,1.621671,104.578255,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.246831,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 16043,Female,24.320154,1.694969,114.144378,yes,yes,3.0,3.0,Sometimes,no,2.41752,no,0.390937,0.395468,Sometimes,Public_Transportation,Obesity_Type_III 16044,Male,30.958051,1.65891,102.583895,yes,yes,2.636719,3.0,Sometimes,no,1.0,no,0.886448,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16045,Female,29.0,1.56,45.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Walking,Normal_Weight 16046,Male,34.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 16047,Male,33.0816,1.733875,83.855073,yes,yes,2.133955,2.935381,Sometimes,no,2.159987,no,0.943266,0.845774,no,Automobile,Overweight_Level_II 16048,Male,18.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 16049,Female,25.966504,1.62093,82.0,yes,yes,2.908757,1.355354,Sometimes,no,1.622827,no,0.0,0.329367,Sometimes,Public_Transportation,Obesity_Type_I 16050,Female,17.402028,1.704167,50.165754,no,yes,2.750715,4.0,Sometimes,no,2.0,no,0.0,1.616826,Sometimes,Public_Transportation,Insufficient_Weight 16051,Female,21.0,1.729099,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.142873,no,0.94224,0.914492,Sometimes,Public_Transportation,Obesity_Type_III 16052,Male,20.394082,1.819296,105.000789,yes,yes,2.0,3.0,Sometimes,no,2.318736,no,1.091474,1.612432,Sometimes,Public_Transportation,Obesity_Type_I 16053,Male,17.0,1.7,98.0,yes,yes,2.0,2.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16054,Female,18.024853,1.751688,54.166453,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 16055,Female,18.93919,1.573987,41.397378,no,yes,2.919526,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16056,Female,26.0,1.61739,105.448264,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 16057,Female,25.492935,1.649553,105.686091,yes,yes,3.0,3.0,Sometimes,no,2.931438,no,0.233056,0.946888,Sometimes,Public_Transportation,Obesity_Type_III 16058,Male,25.0,1.75,121.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16059,Female,19.713169,1.538398,42.0,no,yes,3.0,1.69608,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16060,Female,18.0,1.62,55.0,no,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16061,Female,18.871794,1.585547,40.202773,no,yes,2.0,1.226342,Sometimes,no,1.0,no,0.0,1.547086,Sometimes,Public_Transportation,Insufficient_Weight 16062,Male,24.201622,1.717722,81.936398,yes,yes,1.492834,2.283673,Sometimes,no,1.0,no,0.0,1.93977,Sometimes,Public_Transportation,Overweight_Level_II 16063,Female,33.231083,1.564568,74.959747,yes,yes,2.826036,2.625475,Sometimes,no,1.074412,no,1.304291,0.0,Sometimes,Automobile,Overweight_Level_I 16064,Female,19.0,1.56,51.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16065,Male,23.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16066,Male,19.054938,1.829757,61.411141,yes,yes,2.818502,3.546352,Sometimes,no,2.452986,no,2.407906,0.870795,Sometimes,Automobile,Insufficient_Weight 16067,Female,25.996716,1.602082,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.008013,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 16068,Female,18.120739,1.571417,55.695036,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.371452,1.343044,Sometimes,Public_Transportation,Overweight_Level_I 16069,Male,18.0,1.72,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 16070,Male,22.730414,1.856315,121.864326,yes,yes,3.0,2.716106,Sometimes,no,1.639202,no,1.166064,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16071,Male,21.0,1.72,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16072,Male,25.314589,1.751278,115.127662,yes,yes,2.240757,3.0,Sometimes,no,2.141271,no,1.606109,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16073,Female,26.0,1.634894,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16074,Female,22.0,1.65,67.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Walking,Overweight_Level_I 16075,Male,18.181821,1.792378,108.897324,yes,yes,2.0,2.141839,Sometimes,no,2.184768,no,1.0,0.196084,no,Public_Transportation,Obesity_Type_I 16076,Female,34.369686,1.681719,77.647716,yes,yes,2.451009,1.773916,Sometimes,no,2.715572,no,0.732276,0.0,no,Automobile,Overweight_Level_II 16077,Male,17.402028,1.814182,58.325122,yes,yes,2.971351,4.0,Sometimes,no,2.318134,no,2.0,0.378619,no,Automobile,Insufficient_Weight 16078,Male,21.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16079,Male,20.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16080,Female,18.0,1.696412,90.744965,yes,yes,2.342323,3.0,Sometimes,no,2.0,no,1.0,0.965604,no,Public_Transportation,Obesity_Type_I 16081,Female,26.0,1.621167,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 16082,Male,18.0,1.8,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 16083,Male,21.95994,1.873561,89.802492,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.092736,Sometimes,Public_Transportation,Overweight_Level_II 16084,Male,20.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16085,Female,24.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 16086,Female,25.524336,1.669861,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.167086,0.639561,Sometimes,Public_Transportation,Obesity_Type_III 16087,Male,18.0,1.7,53.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 16088,Female,19.035557,1.747987,127.507411,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,0.901924,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 16089,Male,30.945369,1.759772,112.010504,yes,yes,2.928234,3.0,Sometimes,no,2.372444,no,0.0,1.287117,Sometimes,Automobile,Obesity_Type_II 16090,Male,22.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 16091,Female,25.982113,1.627818,109.910012,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.043101,0.079334,Sometimes,Public_Transportation,Obesity_Type_III 16092,Female,26.0,1.639524,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 16093,Male,26.348156,1.818226,112.089022,yes,yes,1.27785,3.0,Sometimes,no,2.0,no,0.0,0.145284,Sometimes,Automobile,Obesity_Type_II 16094,Male,26.591628,1.858265,119.956651,yes,yes,2.723953,3.0,Sometimes,no,2.173279,no,0.58216,0.145284,Sometimes,Public_Transportation,Obesity_Type_II 16095,Male,24.0,1.7,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 16096,Female,22.869778,1.62439,82.0,yes,yes,1.123939,1.0,Sometimes,no,2.0,no,0.0,1.301385,no,Public_Transportation,Obesity_Type_I 16097,Male,17.580627,1.732492,97.58826,yes,yes,2.0,2.449723,Sometimes,no,2.0,no,1.096818,0.0,no,Public_Transportation,Obesity_Type_I 16098,Female,21.0,1.6,63.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 16099,Male,19.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 16100,Female,21.0,1.611462,68.818893,no,yes,1.880534,1.0,no,no,2.0,no,0.281876,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16101,Female,26.0,1.624134,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.178301,Sometimes,Public_Transportation,Obesity_Type_III 16102,Male,19.0,1.9,80.0,yes,yes,2.0,1.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16103,Female,23.0,1.664463,82.0,yes,yes,1.650505,1.0,Sometimes,no,2.777712,no,0.0,0.279454,no,Automobile,Obesity_Type_I 16104,Female,19.0,1.56,50.0,yes,no,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16105,Female,19.0,1.61,64.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16106,Male,32.501143,1.705584,98.699971,yes,yes,2.964319,2.976098,Sometimes,no,1.0,no,0.82666,0.0,no,Public_Transportation,Obesity_Type_II 16107,Female,21.030909,1.607082,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.344539,no,0.14495,0.0,Sometimes,Public_Transportation,Obesity_Type_III 16108,Female,20.0,1.57,55.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 16109,Female,21.529439,1.603923,46.491859,no,no,3.0,3.595761,Frequently,no,1.490613,no,0.282063,0.836151,no,Public_Transportation,Insufficient_Weight 16110,Female,22.0,1.65,82.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16111,Female,19.349258,1.632193,82.412665,yes,yes,3.0,3.0,Sometimes,no,1.626467,no,0.008013,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16112,Male,23.365649,1.755938,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.821977,1.0,no,Public_Transportation,Overweight_Level_I 16113,Female,25.991194,1.644682,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.62244,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 16114,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 16115,Male,23.246702,1.775626,95.564428,yes,yes,2.0,3.0,Sometimes,no,2.269564,no,3.0,2.0,Frequently,Public_Transportation,Obesity_Type_I 16116,Female,32.787101,1.622787,74.959747,yes,yes,3.0,1.0,Sometimes,no,1.290979,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 16117,Male,25.540865,1.755938,115.347176,yes,yes,1.766849,3.0,Sometimes,no,2.045069,no,0.143955,0.67688,Sometimes,Public_Transportation,Obesity_Type_II 16118,Male,30.607546,1.673333,101.482054,yes,yes,2.766612,3.0,Sometimes,no,1.0,no,1.996487,0.0,no,Public_Transportation,Obesity_Type_II 16119,Female,25.959772,1.616975,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.319156,0.419446,Sometimes,Public_Transportation,Obesity_Type_III 16120,Female,22.705772,1.733439,87.344156,yes,yes,2.823179,1.311797,Sometimes,no,1.046254,no,0.93732,1.306,no,Automobile,Obesity_Type_I 16121,Male,22.518787,1.761889,96.738014,yes,yes,1.118436,3.0,Sometimes,no,2.0,no,2.230109,1.82753,no,Public_Transportation,Obesity_Type_I 16122,Female,26.0,1.637725,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 16123,Female,25.97731,1.662978,104.879602,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.159255,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 16124,Male,22.0,1.79,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16125,Male,27.266287,1.824901,120.399758,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,1.045107,0.926581,Sometimes,Automobile,Obesity_Type_II 16126,Female,18.0,1.598612,40.343463,no,yes,2.942154,3.0,Sometimes,no,1.0,no,0.753782,1.36595,Sometimes,Public_Transportation,Insufficient_Weight 16127,Male,30.605225,1.836669,118.370628,yes,yes,2.048962,3.0,Sometimes,no,2.174248,no,0.665439,1.358163,Sometimes,Automobile,Obesity_Type_II 16128,Female,21.772251,1.732951,132.904884,yes,yes,3.0,3.0,Sometimes,no,1.911379,no,1.510398,0.922739,Sometimes,Public_Transportation,Obesity_Type_III 16129,Female,25.976209,1.623113,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.063422,no,0.026033,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 16130,Female,18.0,1.6,58.0,no,yes,2.0,3.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 16131,Male,25.15462,1.780791,103.0344,yes,yes,2.724285,1.109956,Sometimes,no,1.0,no,1.166064,1.0,no,Public_Transportation,Obesity_Type_II 16132,Female,25.653233,1.739991,104.754958,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.029728,0.435072,Sometimes,Public_Transportation,Obesity_Type_III 16133,Female,32.707653,1.64707,74.812707,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 16134,Female,25.943827,1.627567,104.585783,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.035091,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 16135,Female,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16136,Male,25.314589,1.774775,114.511537,yes,yes,1.588782,3.0,Sometimes,no,2.045561,no,1.926381,0.41322,Sometimes,Public_Transportation,Obesity_Type_II 16137,Male,23.0,1.76,51.0,no,yes,1.0,3.0,Frequently,yes,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16138,Male,29.246269,1.770126,112.395309,yes,yes,1.3307,3.0,Sometimes,no,2.039535,no,0.0,1.74992,Sometimes,Automobile,Obesity_Type_II 16139,Female,25.930376,1.663341,104.826776,yes,yes,3.0,3.0,Sometimes,no,1.299194,no,0.098043,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 16140,Female,21.813083,1.716691,51.149283,yes,yes,2.886157,3.0,Frequently,no,1.095134,no,0.533309,1.673584,no,Public_Transportation,Insufficient_Weight 16141,Male,33.070142,1.7088,83.014033,yes,yes,2.0,2.993623,Sometimes,no,1.0,no,0.647632,0.0,no,Automobile,Overweight_Level_II 16142,Male,25.550506,1.774983,114.77484,yes,yes,2.155182,3.0,Sometimes,no,2.083939,no,1.360994,0.078607,Sometimes,Public_Transportation,Obesity_Type_II 16143,Female,19.0,1.62,45.0,no,yes,3.0,3.0,Sometimes,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16144,Male,23.329344,1.75,117.631707,yes,yes,1.936479,3.0,Sometimes,no,2.0,no,1.0,0.06741,Sometimes,Public_Transportation,Obesity_Type_II 16145,Male,22.771612,1.786997,89.995034,yes,yes,1.893428,1.116401,Sometimes,no,2.192063,no,0.062932,1.667745,Sometimes,Public_Transportation,Obesity_Type_I 16146,Male,20.0,1.72,70.0,no,yes,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 16147,Male,25.795187,1.75,117.651046,yes,yes,2.18354,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 16148,Male,31.662814,1.672959,89.991671,yes,yes,1.897796,3.0,Sometimes,no,2.11267,no,0.388269,0.0,Sometimes,Automobile,Obesity_Type_I 16149,Female,26.0,1.639524,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 16150,Female,25.907833,1.623113,105.313967,yes,yes,3.0,3.0,Sometimes,no,1.234943,no,0.06582,0.817983,Sometimes,Public_Transportation,Obesity_Type_III 16151,Male,18.0,1.755317,86.565148,yes,yes,2.0,2.164839,Sometimes,no,2.526193,no,0.868721,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16152,Female,26.0,1.643017,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.507461,no,0.0,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 16153,Female,26.0,1.629225,104.954834,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 16154,Female,19.126145,1.748533,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.544632,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 16155,Female,16.0,1.61,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16156,Male,33.0,1.85,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 16157,Female,41.0,1.54,80.0,yes,yes,2.0,1.0,Always,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 16158,Male,25.01277,1.788239,115.089316,yes,yes,1.834155,3.0,Sometimes,no,2.0,no,1.194519,0.127673,Sometimes,Public_Transportation,Obesity_Type_II 16159,Male,17.823438,1.768578,85.568385,yes,yes,2.0,3.0,Sometimes,no,2.884079,no,2.148738,0.553093,Sometimes,Automobile,Overweight_Level_II 16160,Female,25.992348,1.643017,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.062932,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 16161,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 16162,Female,28.825279,1.738397,84.315608,yes,yes,2.0,3.0,Sometimes,no,1.739351,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 16163,Male,23.254934,1.700216,85.316125,yes,yes,2.13683,2.961113,Sometimes,no,2.15157,no,1.123931,0.145284,Sometimes,Public_Transportation,Overweight_Level_II 16164,Female,19.724106,1.652084,73.575981,yes,no,2.0,3.0,Sometimes,no,1.0,yes,0.0,0.128394,Sometimes,Public_Transportation,Overweight_Level_I 16165,Female,35.0,1.7,83.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 16166,Female,22.429812,1.733263,50.424661,yes,yes,3.0,3.762778,Frequently,no,1.0,no,0.922739,0.424612,no,Public_Transportation,Insufficient_Weight 16167,Male,25.493586,1.919543,114.254278,yes,yes,1.996646,3.0,Sometimes,no,2.01943,no,1.592494,1.256119,Sometimes,Public_Transportation,Obesity_Type_II 16168,Female,18.014333,1.650012,80.0,yes,yes,2.290095,1.0,Sometimes,no,2.0,no,0.0,1.119877,Sometimes,Public_Transportation,Overweight_Level_I 16169,Female,24.0,1.58,49.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 16170,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 16171,Male,33.0,1.75,108.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Obesity_Type_II 16172,Male,21.72127,1.780846,80.320434,yes,yes,2.0,3.042774,Sometimes,no,2.0,no,2.0,1.865851,no,Public_Transportation,Overweight_Level_II 16173,Female,26.0,1.632377,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.235711,Sometimes,Public_Transportation,Obesity_Type_III 16174,Male,30.710511,1.836592,120.613561,yes,yes,2.724285,3.0,Sometimes,no,2.165048,no,0.614959,1.150439,Sometimes,Automobile,Obesity_Type_II 16175,Female,25.918524,1.611452,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.029728,1.0,Sometimes,Public_Transportation,Obesity_Type_III 16176,Female,21.008051,1.734237,75.142858,yes,yes,2.973569,3.087119,Sometimes,no,2.0,no,1.304291,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16177,Male,32.0,1.65,102.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 16178,Female,37.532066,1.615385,80.0,yes,yes,2.972426,2.463113,Sometimes,no,1.636326,no,1.931829,0.0,Sometimes,Automobile,Obesity_Type_I 16179,Male,29.463168,1.699354,103.785554,yes,yes,2.649406,3.0,Sometimes,no,1.967707,no,0.876101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16180,Male,20.820455,1.726279,101.780099,yes,yes,2.880759,1.352649,Sometimes,no,1.491169,no,1.097905,0.0,no,Public_Transportation,Obesity_Type_II 16181,Female,23.0,1.66,95.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16182,Female,25.45763,1.735024,114.470482,yes,yes,3.0,3.0,Sometimes,no,2.60669,no,0.793489,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 16183,Male,25.311534,1.739457,113.451224,yes,yes,2.938801,3.0,Sometimes,no,2.041536,no,0.387074,0.283804,Sometimes,Public_Transportation,Obesity_Type_II 16184,Female,25.653233,1.73581,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.029728,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 16185,Male,25.027254,1.763343,114.144378,yes,yes,3.0,3.0,Sometimes,no,2.375707,no,1.333435,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16186,Female,18.469086,1.789555,137.785027,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.444382,0.440087,Sometimes,Public_Transportation,Obesity_Type_III 16187,Male,30.722801,1.703688,82.207978,yes,yes,2.204914,2.378211,Sometimes,no,1.619305,no,0.922739,0.0,no,Automobile,Overweight_Level_II 16188,Female,32.593129,1.542328,72.713611,yes,yes,2.0,3.691226,Sometimes,no,2.0,no,1.32417,0.0,Sometimes,Automobile,Overweight_Level_II 16189,Male,21.071195,1.756772,88.532032,no,yes,2.265973,3.0,Sometimes,no,3.0,no,1.28775,0.707044,Sometimes,Public_Transportation,Overweight_Level_I 16190,Female,23.0,1.64,44.661461,no,no,3.0,2.893778,Frequently,no,2.166024,yes,0.827506,0.0,no,Public_Transportation,Insufficient_Weight 16191,Male,17.0,1.72,58.0,no,yes,3.0,3.0,Always,no,1.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 16192,Female,25.999174,1.623514,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.069238,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 16193,Male,23.884212,1.751029,95.324282,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16194,Female,19.88036,1.540375,42.0,no,yes,2.843456,1.600812,Frequently,no,1.333807,no,0.600817,0.071028,no,Public_Transportation,Insufficient_Weight 16195,Male,19.0,1.78,109.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 16196,Male,20.392665,1.709731,75.0,yes,no,2.0,3.0,Sometimes,no,2.526775,no,2.784471,1.0,no,Public_Transportation,Overweight_Level_II 16197,Female,45.821267,1.572791,77.13322,yes,yes,2.0,1.473088,Sometimes,no,1.278231,no,1.0,0.0,no,Automobile,Overweight_Level_II 16198,Male,17.0,1.75,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Insufficient_Weight 16199,Male,18.0,1.7,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16200,Female,19.297004,1.748584,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,1.427037,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 16201,Male,23.432227,1.789193,116.669906,yes,yes,1.620845,3.0,Sometimes,no,2.0,no,1.664722,0.732881,Sometimes,Public_Transportation,Obesity_Type_II 16202,Male,22.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16203,Male,18.0,1.74,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16204,Male,27.266287,1.856406,121.835883,yes,yes,2.591292,2.604998,Sometimes,no,2.549617,no,0.926201,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16205,Male,18.0,1.78,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 16206,Male,18.0,1.74,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 16207,Female,21.285965,1.746529,133.936535,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.433151,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 16208,Male,24.0,1.74,80.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16209,Male,20.0,1.85,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16210,Female,40.794057,1.586952,80.535698,yes,yes,2.008245,3.0,Sometimes,no,2.173417,no,1.0,0.0,no,Automobile,Obesity_Type_I 16211,Male,55.0,1.7,80.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Automobile,Overweight_Level_II 16212,Male,19.262934,1.812259,87.906019,yes,yes,2.0,3.0,Sometimes,no,2.715572,no,2.0,0.142638,no,Public_Transportation,Overweight_Level_I 16213,Male,17.065445,1.690914,59.605028,yes,yes,2.0,3.0,Sometimes,no,2.858389,no,2.0,1.89388,Sometimes,Automobile,Insufficient_Weight 16214,Male,21.0,1.77,76.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 16215,Male,18.166318,1.721854,85.137113,yes,yes,2.0,3.995957,Sometimes,no,1.005367,no,0.743005,0.890626,Sometimes,Public_Transportation,Overweight_Level_II 16216,Male,25.526746,1.785062,113.234349,yes,yes,1.412566,3.0,Sometimes,no,2.152736,no,1.592795,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 16217,Female,26.0,1.632983,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 16218,Female,26.0,1.643332,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 16219,Female,25.95383,1.633195,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.622827,no,0.982134,0.889517,Sometimes,Public_Transportation,Obesity_Type_III 16220,Female,42.31607,1.562889,84.191125,yes,yes,2.0,3.0,Sometimes,no,1.959531,no,0.0,0.0,no,Automobile,Obesity_Type_I 16221,Female,39.648946,1.562724,77.205685,yes,yes,2.0,3.0,Sometimes,no,2.090413,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16222,Female,26.0,1.624367,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 16223,Female,16.129279,1.742819,50.0,no,yes,2.19005,3.0,Sometimes,no,1.0,yes,0.069238,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16224,Female,18.0,1.64,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16225,Male,23.0,1.8,85.0,yes,no,2.0,3.0,Always,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 16226,Female,17.0,1.6,55.0,no,yes,2.0,1.0,Sometimes,no,1.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 16227,Female,26.0,1.63,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 16228,Female,18.0,1.65,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16229,Female,17.0,1.6,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16230,Female,18.178023,1.599486,80.0,yes,yes,2.0,1.015488,Sometimes,no,1.0,no,0.562118,1.094941,no,Public_Transportation,Obesity_Type_I 16231,Female,26.0,1.68395,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 16232,Female,25.994746,1.611,102.003378,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.008013,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 16233,Female,18.836315,1.63073,82.0,yes,yes,2.0,2.976211,Sometimes,no,1.963628,no,0.0,0.278862,no,Public_Transportation,Obesity_Type_I 16234,Female,21.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 16235,Female,26.0,1.621167,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.40699,Sometimes,Public_Transportation,Obesity_Type_III 16236,Male,18.0,1.76,57.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Insufficient_Weight 16237,Female,39.12631,1.517248,79.843221,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16238,Female,19.21638,1.816783,86.748295,yes,yes,2.0,3.0,Sometimes,no,2.426465,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16239,Male,30.607546,1.680489,102.555691,yes,yes,2.765063,1.289733,Sometimes,no,1.228838,no,1.922234,0.0,no,Public_Transportation,Obesity_Type_II 16240,Female,22.596576,1.722461,82.414477,yes,yes,2.319648,3.0,Sometimes,no,2.135552,no,1.989316,0.175587,Sometimes,Public_Transportation,Obesity_Type_I 16241,Male,30.575349,1.764138,118.382361,yes,yes,2.111887,2.818026,Sometimes,no,1.984323,no,0.935217,0.0,Sometimes,Automobile,Obesity_Type_II 16242,Female,21.0,1.56,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16243,Male,25.136116,1.763259,115.089316,yes,yes,1.168856,3.0,Sometimes,no,2.115967,no,1.246223,0.022245,Sometimes,Public_Transportation,Obesity_Type_II 16244,Female,38.0,1.55,45.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 16245,Male,25.539411,1.763987,114.187096,yes,yes,1.369421,3.0,Sometimes,no,2.141271,no,1.156024,0.080128,Sometimes,Public_Transportation,Obesity_Type_II 16246,Male,30.554956,1.783901,120.009392,yes,yes,2.913486,3.0,Sometimes,no,2.929123,no,0.883542,1.339691,Sometimes,Automobile,Obesity_Type_II 16247,Female,23.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16248,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.766007,1.0,no,Public_Transportation,Overweight_Level_II 16249,Female,19.946244,1.723328,50.0,yes,yes,2.0,3.0,Frequently,no,1.099231,no,0.533309,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16250,Female,26.0,1.643332,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 16251,Female,16.270434,1.834986,43.534531,no,yes,2.945967,3.488342,Sometimes,no,2.386904,no,2.11137,1.36595,Sometimes,Public_Transportation,Insufficient_Weight 16252,Male,27.635029,1.849307,120.644178,yes,yes,2.938801,3.0,Sometimes,no,2.549617,no,0.584793,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 16253,Male,21.0,1.69,65.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16254,Male,32.787101,1.703317,102.093223,yes,yes,2.104772,2.122545,Sometimes,no,1.0,no,1.98448,0.0,no,Public_Transportation,Obesity_Type_II 16255,Female,19.0,1.58,44.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16256,Female,26.0,1.623303,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 16257,Female,43.604901,1.551288,77.392179,yes,yes,2.0,3.0,Sometimes,no,2.994515,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16258,Male,40.654155,1.769933,117.849351,yes,yes,2.964319,2.993634,Sometimes,no,1.968796,no,1.076729,0.0,Sometimes,Automobile,Obesity_Type_II 16259,Female,21.682367,1.74647,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.813234,no,1.508897,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 16260,Female,18.0,1.717037,50.0,no,yes,1.031149,3.0,Sometimes,no,1.175714,no,0.712726,0.868788,Sometimes,Public_Transportation,Insufficient_Weight 16261,Male,26.947786,1.773259,118.165082,yes,yes,1.588782,3.0,Sometimes,no,2.816015,no,0.64235,0.0,Sometimes,Automobile,Obesity_Type_II 16262,Female,26.0,1.633887,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 16263,Male,22.0,1.65,60.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16264,Female,23.0,1.65,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16265,Male,33.0,1.84,93.5,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 16266,Male,31.194323,1.914186,129.679131,yes,yes,2.23372,3.0,Sometimes,yes,1.970508,no,1.847802,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16267,Male,23.0,1.670774,90.575934,yes,yes,2.0,1.854536,Sometimes,no,1.997195,no,0.373186,0.202902,no,Public_Transportation,Obesity_Type_I 16268,Female,21.420537,1.739457,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.310921,no,1.618512,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 16269,Female,20.801791,1.746411,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.414209,0.552665,Sometimes,Public_Transportation,Obesity_Type_III 16270,Male,17.08525,1.896073,59.258372,no,yes,2.596364,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 16271,Female,26.0,1.624134,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.508848,Sometimes,Public_Transportation,Obesity_Type_III 16272,Male,21.008297,1.734237,75.057177,yes,yes,1.906194,3.981997,Sometimes,no,1.845134,no,0.336795,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16273,Female,28.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Automobile,Normal_Weight 16274,Female,21.67315,1.71146,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.61837,no,1.510398,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 16275,Female,22.0,1.61,53.5,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16276,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,1.0,no,0.02112,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16277,Male,24.452454,1.785241,120.975489,yes,yes,2.319776,3.0,Sometimes,no,2.013205,no,1.266866,0.9974,Sometimes,Public_Transportation,Obesity_Type_II 16278,Female,22.0,1.62,68.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16279,Female,33.0,1.65,84.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 16280,Male,25.139466,1.757691,112.287678,yes,yes,1.588782,3.0,Sometimes,no,2.0026,no,0.915699,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 16281,Female,23.0,1.64,82.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 16282,Male,18.0,1.707787,75.0,yes,yes,2.819934,3.0,Sometimes,no,1.0,no,0.917563,1.37465,Sometimes,Public_Transportation,Overweight_Level_I 16283,Female,18.0,1.741377,104.94582,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.026142,0.0,no,Public_Transportation,Obesity_Type_I 16284,Male,21.656907,1.782714,105.496975,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.011519,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16285,Female,23.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16286,Female,25.96773,1.603638,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.02161,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 16287,Female,27.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16288,Female,18.424941,1.5891,44.541794,yes,yes,2.910345,3.53009,Sometimes,no,2.792074,no,1.91108,1.931163,Sometimes,Automobile,Insufficient_Weight 16289,Female,26.0,1.643892,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 16290,Female,18.947102,1.73581,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.427413,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 16291,Male,23.0,1.775815,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16292,Female,19.725718,1.7,79.66832,no,yes,2.0,3.0,Sometimes,no,2.164784,no,2.16079,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16293,Male,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 16294,Male,20.0,1.7,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 16295,Female,23.0,1.63,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16296,Female,17.0,1.66,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Walking,Insufficient_Weight 16297,Female,19.0,1.7,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16298,Female,25.968792,1.628019,107.218949,yes,yes,3.0,3.0,Sometimes,no,2.849091,no,0.025787,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 16299,Male,27.266287,1.8002,120.872294,yes,yes,2.766612,3.0,Sometimes,no,2.141271,no,0.544564,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16300,Male,27.474245,1.82559,120.431551,yes,yes,2.21965,3.0,Sometimes,no,2.715856,no,1.917383,0.613971,Sometimes,Public_Transportation,Obesity_Type_II 16301,Male,21.618246,1.709484,75.0,yes,yes,2.0,3.0,Sometimes,no,1.957871,no,0.0,0.117303,Sometimes,Public_Transportation,Overweight_Level_I 16302,Male,30.605225,1.758355,112.409191,yes,yes,1.340361,3.0,Sometimes,no,2.067741,no,0.0,1.73216,no,Automobile,Obesity_Type_II 16303,Male,28.39124,1.76,79.843221,no,yes,2.0,1.164839,Sometimes,no,1.459511,yes,0.0,1.0,no,Automobile,Overweight_Level_I 16304,Female,22.935612,1.755507,52.08657,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.838881,0.966181,no,Public_Transportation,Insufficient_Weight 16305,Female,25.982113,1.607734,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.162083,0.663649,Sometimes,Public_Transportation,Obesity_Type_III 16306,Female,25.999636,1.627818,113.501549,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 16307,Female,19.0,1.63,78.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 16308,Male,22.0,1.7,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16309,Female,22.969366,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.147746,no,1.083801,1.597608,no,Public_Transportation,Obesity_Type_I 16310,Female,21.0,1.65,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16311,Male,34.204408,1.785062,80.386078,yes,yes,2.0,2.992606,Sometimes,no,2.204263,no,2.349495,1.551934,no,Automobile,Overweight_Level_II 16312,Male,32.29016,1.769269,99.204695,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.339232,no,Public_Transportation,Obesity_Type_II 16313,Male,22.0,1.62,94.0,yes,no,2.0,1.0,no,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16314,Female,20.534606,1.65,69.416515,yes,yes,2.8557,1.0,Sometimes,no,1.778766,no,0.778334,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16315,Female,20.406871,1.722785,78.967919,yes,yes,2.303656,3.0,Sometimes,no,2.0,no,1.077253,1.269982,Frequently,Public_Transportation,Overweight_Level_II 16316,Female,21.566815,1.748533,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.413239,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 16317,Female,25.918524,1.618573,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.698767,no,0.02006,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 16318,Female,26.0,1.602025,104.899348,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 16319,Male,25.45763,1.763987,115.127662,yes,yes,1.763941,3.0,Sometimes,no,1.964435,no,1.469928,0.0,no,Public_Transportation,Obesity_Type_II 16320,Female,21.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16321,Male,26.348156,1.817572,120.589419,yes,yes,2.983042,3.0,Sometimes,no,2.316069,no,0.641954,0.19668,Sometimes,Public_Transportation,Obesity_Type_II 16322,Female,25.929746,1.643421,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.162279,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 16323,Male,23.0,1.75,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 16324,Female,26.0,1.642098,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 16325,Female,19.0,1.75,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 16326,Female,26.0,1.629442,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 16327,Male,20.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 16328,Male,24.089575,1.709561,100.624553,yes,yes,2.845961,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 16329,Male,18.0,1.751631,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.847761,0.456462,Sometimes,Public_Transportation,Overweight_Level_I 16330,Male,53.783977,1.754996,121.284533,yes,yes,2.393837,2.983201,Sometimes,no,2.003563,no,0.843709,0.32803,Sometimes,Automobile,Obesity_Type_II 16331,Male,24.05331,1.836853,117.468516,yes,yes,2.836554,2.716106,Sometimes,no,2.0,no,1.0,1.59257,Sometimes,Public_Transportation,Obesity_Type_II 16332,Female,19.0,1.59,49.0,no,yes,2.0,1.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16333,Female,25.955361,1.632377,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.07089,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 16334,Female,18.270434,1.579893,40.343463,no,yes,2.0,2.152733,Sometimes,no,1.005864,no,0.143955,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16335,Male,21.384259,1.838441,96.710735,yes,yes,2.204914,2.967089,Sometimes,no,2.0,no,0.868721,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16336,Female,25.907833,1.600762,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.04525,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 16337,Male,20.0,1.61,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 16338,Female,40.0,1.65,80.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 16339,Female,39.0,1.56,80.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 16340,Female,19.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16341,Male,20.0,1.77,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16342,Female,24.469756,1.669039,113.774198,yes,yes,3.0,3.0,Sometimes,no,1.967591,no,0.268801,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 16343,Male,23.0,1.707557,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.793489,1.753745,Sometimes,Public_Transportation,Overweight_Level_I 16344,Male,23.455324,1.694423,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.506576,no,Public_Transportation,Obesity_Type_I 16345,Female,21.0,1.66,58.0,no,no,1.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 16346,Male,17.729923,1.792239,98.447311,yes,yes,2.0,2.582591,Sometimes,no,2.0,no,2.113992,0.126893,no,Public_Transportation,Obesity_Type_I 16347,Female,23.0,1.68,63.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16348,Female,25.991194,1.63073,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 16349,Female,25.0,1.6,78.0,yes,no,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 16350,Female,25.994746,1.62901,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.653531,no,0.07089,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 16351,Female,23.0,1.59,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16352,Female,25.95383,1.641132,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.155579,0.920858,Sometimes,Public_Transportation,Obesity_Type_III 16353,Male,21.012542,1.62788,70.0,yes,yes,2.0,1.0,no,no,2.881677,no,0.852446,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16354,Female,25.96773,1.603404,102.032833,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.05093,0.0,Sometimes,Public_Transportation,Obesity_Type_III 16355,Female,21.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 16356,Male,22.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,1.0,no,Public_Transportation,Obesity_Type_I 16357,Female,17.0,1.56,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,1.0,no,Public_Transportation,Normal_Weight 16358,Female,25.96701,1.627532,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.512035,no,9.6e-05,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 16359,Female,22.038327,1.710129,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.63581,0.797215,no,Public_Transportation,Insufficient_Weight 16360,Female,18.381382,1.573987,41.397378,no,yes,2.661556,1.0,Sometimes,no,1.0,no,0.0,1.639326,Sometimes,Public_Transportation,Insufficient_Weight 16361,Female,28.986237,1.7,78.55444,yes,yes,3.0,3.0,Sometimes,no,2.184768,no,0.0,0.908836,Frequently,Public_Transportation,Overweight_Level_II 16362,Female,21.0,1.72,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16363,Male,21.0,1.74,100.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 16364,Male,31.793937,1.883364,118.114184,yes,yes,2.0,3.0,Sometimes,no,2.654517,no,0.886817,2.0,Sometimes,Automobile,Obesity_Type_I 16365,Female,21.837996,1.748524,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.433151,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 16366,Female,20.820455,1.710756,50.0,no,yes,1.455602,3.0,Sometimes,no,1.787843,no,2.0,0.380979,Sometimes,Public_Transportation,Insufficient_Weight 16367,Female,21.0,1.5,63.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16368,Female,21.0,1.65,53.0,no,yes,3.0,4.0,Always,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 16369,Male,30.717727,1.783901,120.549592,yes,yes,2.281963,3.0,Sometimes,no,2.042073,no,0.882709,0.395979,Sometimes,Automobile,Obesity_Type_II 16370,Female,26.0,1.622771,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 16371,Male,17.469417,1.721854,51.457226,no,yes,1.874935,3.0,Sometimes,no,2.0,no,2.0,0.861809,Sometimes,Public_Transportation,Insufficient_Weight 16372,Male,18.0,1.72,52.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 16373,Female,19.442663,1.744733,78.156035,yes,no,3.0,2.983297,Sometimes,no,2.825629,no,0.463891,1.441605,Sometimes,Public_Transportation,Overweight_Level_II 16374,Female,25.950898,1.668931,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.453626,no,0.051097,0.6454,Sometimes,Public_Transportation,Obesity_Type_III 16375,Male,18.0,1.73,70.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16376,Male,23.0,1.77,95.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 16377,Male,17.0,1.72,99.5,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16378,Male,18.0,1.7,90.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16379,Female,22.285024,1.753389,51.457226,yes,yes,3.0,2.372311,Frequently,no,1.438398,no,1.299469,1.252677,no,Public_Transportation,Insufficient_Weight 16380,Female,21.944728,1.611,68.392133,yes,yes,1.164062,3.0,Sometimes,no,2.0,no,0.0,0.947192,Sometimes,Public_Transportation,Overweight_Level_I 16381,Female,21.412434,1.726606,130.927138,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.427905,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 16382,Female,18.0,1.710182,50.287967,yes,yes,2.0,3.0,Sometimes,no,1.099231,no,0.228753,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16383,Female,18.0,1.61,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16384,Female,23.0,1.6,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 16385,Female,18.0,1.733439,50.279053,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.520408,0.12228,Sometimes,Public_Transportation,Insufficient_Weight 16386,Female,18.0,1.62,49.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16387,Male,18.0,1.67231,51.965521,yes,yes,2.0,3.0,Sometimes,no,2.654702,no,0.520989,1.894902,no,Public_Transportation,Insufficient_Weight 16388,Female,22.988004,1.673491,80.0,yes,no,2.0,2.547086,Sometimes,no,1.0,no,0.0,1.48189,no,Public_Transportation,Overweight_Level_II 16389,Male,24.511445,1.737165,85.687751,yes,yes,2.262292,2.127797,Sometimes,no,2.0,no,0.0,1.066603,Sometimes,Public_Transportation,Overweight_Level_II 16390,Male,27.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 16391,Male,23.0,1.713348,96.068462,yes,yes,2.073224,3.0,Sometimes,no,1.328835,no,0.891444,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16392,Male,26.778684,1.761773,118.206565,yes,yes,2.765063,2.574108,Sometimes,no,1.893691,no,0.01586,1.090995,Sometimes,Automobile,Obesity_Type_II 16393,Female,26.0,1.622297,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 16394,Male,21.81119,1.858265,106.042142,yes,yes,2.0,3.0,Sometimes,no,2.279214,no,2.878414,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16395,Female,30.0,1.55,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 16396,Male,23.0,1.654961,94.790579,yes,yes,2.0,3.0,Sometimes,no,1.490613,no,0.632947,1.0,no,Automobile,Obesity_Type_I 16397,Male,30.551762,1.681842,79.863546,yes,yes,2.938031,3.0,Sometimes,no,1.0,no,1.931829,0.930051,no,Public_Transportation,Overweight_Level_II 16398,Female,21.0,1.66,58.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 16399,Female,19.0,1.67,75.0,yes,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16400,Female,18.0,1.56,51.5,no,yes,2.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16401,Female,21.721507,1.708581,133.888629,yes,yes,3.0,3.0,Sometimes,no,1.653049,no,1.536555,0.686841,Sometimes,Public_Transportation,Obesity_Type_III 16402,Female,19.858973,1.662017,49.839685,no,yes,2.671238,3.520555,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16403,Male,28.986237,1.758398,112.010504,yes,yes,1.443674,3.0,Sometimes,no,2.0,no,0.0,0.947192,no,Automobile,Obesity_Type_II 16404,Male,33.226808,1.669039,99.430612,yes,yes,2.0,1.097312,Sometimes,no,1.01378,no,0.0,1.0,no,Automobile,Overweight_Level_II 16405,Female,19.47219,1.546551,42.0,no,yes,3.0,3.0,Sometimes,no,2.786417,no,1.747347,0.930926,Sometimes,Public_Transportation,Insufficient_Weight 16406,Female,19.946244,1.520862,42.0,no,no,3.0,3.0,Sometimes,no,1.622638,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 16407,Female,26.0,1.643017,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 16408,Female,26.0,1.633195,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 16409,Male,29.713169,1.75,87.070234,no,yes,2.288604,2.814518,Sometimes,no,1.271178,no,1.504003,0.0,no,Automobile,Obesity_Type_I 16410,Male,18.0,1.7108,50.92538,no,yes,2.0,3.0,Sometimes,no,1.549931,no,0.0,1.281541,Sometimes,Public_Transportation,Insufficient_Weight 16411,Male,37.0,1.75,118.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_II 16412,Male,18.0,1.79,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16413,Male,21.125836,1.733439,106.452367,yes,yes,2.0,3.0,Sometimes,no,2.118716,no,0.0,1.441605,Sometimes,Public_Transportation,Obesity_Type_I 16414,Female,18.0,1.7,50.0,no,yes,1.003566,3.0,Frequently,no,1.0,no,1.683957,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16415,Male,30.684347,1.797406,119.373019,yes,yes,2.499108,3.0,Sometimes,yes,2.748909,no,1.738267,0.022245,Sometimes,Automobile,Obesity_Type_II 16416,Female,40.0,1.5,79.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16417,Male,23.411141,1.848553,121.204668,yes,yes,2.754646,2.954446,Sometimes,no,2.549617,no,0.428259,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16418,Female,22.869778,1.633794,82.0,yes,yes,1.906194,1.355752,Sometimes,no,1.997195,no,0.0,1.376597,Sometimes,Public_Transportation,Obesity_Type_I 16419,Female,16.0,1.66,66.0,no,yes,2.0,1.0,Sometimes,yes,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 16420,Female,19.783234,1.638836,127.642324,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,1.320065,0.692343,Sometimes,Public_Transportation,Obesity_Type_III 16421,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 16422,Male,26.740655,1.86714,121.835883,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,1.284798,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16423,Male,19.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16424,Female,18.907514,1.746411,133.676663,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.510398,0.906611,Sometimes,Public_Transportation,Obesity_Type_III 16425,Female,21.987341,1.747962,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,1.624981,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 16426,Male,29.506287,1.790172,108.019211,yes,yes,2.0,1.91863,Sometimes,no,2.133469,no,1.0,1.546738,no,Automobile,Obesity_Type_I 16427,Male,18.0,1.710415,50.92538,yes,yes,2.0,3.0,Sometimes,no,1.319437,no,0.0,1.593704,no,Public_Transportation,Insufficient_Weight 16428,Female,19.755797,1.507106,64.814109,no,yes,1.813234,3.0,Sometimes,no,2.0,yes,0.520408,0.133566,Sometimes,Public_Transportation,Overweight_Level_I 16429,Female,18.0,1.59,53.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16430,Male,21.198217,1.82559,118.560509,yes,yes,2.442536,3.0,Sometimes,no,2.0,no,0.0,0.395979,Sometimes,Public_Transportation,Obesity_Type_II 16431,Female,25.902283,1.656504,104.986792,yes,yes,3.0,3.0,Sometimes,no,1.615548,no,0.210351,0.233314,Sometimes,Public_Transportation,Obesity_Type_III 16432,Female,26.0,1.622418,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 16433,Male,22.675679,1.849003,121.458232,yes,yes,2.760607,2.625942,Sometimes,no,1.970508,no,1.304291,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16434,Male,31.56724,1.828391,91.798103,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.288032,0.732881,Sometimes,Public_Transportation,Overweight_Level_II 16435,Male,17.729923,1.834637,57.275946,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 16436,Male,30.710511,1.86741,120.898397,yes,yes,2.766612,3.0,Sometimes,no,2.165804,no,0.926201,0.474216,Sometimes,Automobile,Obesity_Type_II 16437,Female,19.035557,1.604075,85.0,yes,yes,2.921576,3.0,Sometimes,no,1.383831,no,1.289421,0.95174,Sometimes,Public_Transportation,Obesity_Type_I 16438,Male,18.0,1.86,108.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 16439,Male,19.0,1.74,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16440,Male,26.348156,1.848294,118.436166,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_II 16441,Male,17.758315,1.814696,57.275946,yes,no,3.0,3.654061,Sometimes,no,2.0,no,2.0,1.281541,no,Public_Transportation,Insufficient_Weight 16442,Female,25.920738,1.610636,110.79263,yes,yes,3.0,3.0,Sometimes,no,1.705218,no,0.016254,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 16443,Female,21.0,1.64,66.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16444,Male,26.699317,1.841989,121.835883,yes,yes,2.640801,3.0,Sometimes,no,2.868167,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16445,Male,21.0,1.7,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16446,Female,26.0,1.64,49.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 16447,Female,38.0,1.53,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Automobile,Obesity_Type_I 16448,Female,18.0,1.66,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16449,Male,22.815416,1.719342,82.040318,yes,yes,1.99953,1.0,Sometimes,no,2.0,no,0.17048,2.0,Sometimes,Public_Transportation,Overweight_Level_II 16450,Male,22.661556,1.835643,58.854416,yes,yes,3.0,3.285167,Sometimes,no,2.0,no,0.110174,1.0,no,Automobile,Insufficient_Weight 16451,Female,19.027417,1.607939,132.57927,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.684582,1.285838,Sometimes,Public_Transportation,Obesity_Type_III 16452,Male,30.638944,1.607939,102.004554,yes,yes,2.877743,3.0,Sometimes,no,1.000544,no,1.141708,0.0,no,Public_Transportation,Obesity_Type_II 16453,Male,20.0,1.83,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Walking,Normal_Weight 16454,Female,18.0,1.62,53.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16455,Female,26.0,1.643421,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.827773,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 16456,Male,34.0,1.7,80.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 16457,Male,24.002404,1.669039,100.543983,yes,yes,1.457758,1.000283,Sometimes,no,1.003563,no,1.006884,1.09838,no,Public_Transportation,Obesity_Type_II 16458,Female,19.434709,1.525691,42.0,no,yes,3.0,1.259803,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16459,Male,24.825393,1.768578,86.0805,yes,yes,1.451337,3.0,Sometimes,no,2.0,no,0.651412,0.0,no,Automobile,Overweight_Level_II 16460,Female,19.429723,1.737056,133.346641,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.577824,0.926581,Sometimes,Public_Transportation,Obesity_Type_III 16461,Female,18.603496,1.561109,80.420434,yes,yes,2.0,3.0,Sometimes,no,2.386904,no,2.0,0.939665,no,Public_Transportation,Obesity_Type_I 16462,Male,31.386405,1.771915,112.226032,yes,yes,2.0,3.0,Sometimes,yes,2.116399,no,0.0,0.539074,Sometimes,Public_Transportation,Obesity_Type_II 16463,Male,31.199261,1.914186,125.077863,yes,yes,2.49619,3.0,Sometimes,no,1.610768,no,0.992371,0.217632,Sometimes,Public_Transportation,Obesity_Type_II 16464,Female,26.0,1.64599,111.965521,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 16465,Female,23.0,1.71,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16466,Female,21.033794,1.523426,42.848033,no,no,3.0,3.0,Frequently,no,1.835643,no,0.63119,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16467,Female,26.0,1.640741,106.69053,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.0,0.692343,Sometimes,Public_Transportation,Obesity_Type_III 16468,Female,26.0,1.619128,110.640929,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.0,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 16469,Male,20.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16470,Male,18.656912,1.631856,90.0,yes,yes,2.0,3.0,Sometimes,no,1.796257,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16471,Female,16.0,1.65,58.0,yes,yes,3.0,1.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16472,Male,17.6739,1.812472,85.568385,yes,yes,2.712747,3.0,Sometimes,no,2.0,yes,1.974656,0.962336,no,Public_Transportation,Overweight_Level_I 16473,Female,21.868932,1.538398,42.0,yes,yes,3.0,3.0,Frequently,no,2.495944,no,0.934286,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16474,Male,23.0,1.6,45.0,yes,no,2.0,3.0,no,no,2.0,no,3.0,0.0,no,Walking,Insufficient_Weight 16475,Female,21.412434,1.748584,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.427037,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 16476,Male,21.980847,1.764166,106.320686,yes,yes,2.0,3.0,Sometimes,no,2.038958,no,0.0,1.727828,no,Public_Transportation,Obesity_Type_I 16477,Male,22.025438,1.767335,55.700497,yes,yes,2.0,3.0,Frequently,no,2.136159,no,0.783963,1.679149,no,Public_Transportation,Insufficient_Weight 16478,Female,18.610761,1.640824,50.0,yes,yes,3.0,3.098399,Sometimes,no,1.994139,no,1.469928,0.871772,Sometimes,Public_Transportation,Insufficient_Weight 16479,Female,20.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 16480,Male,22.0,1.65,80.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 16481,Male,18.0,1.701986,50.165754,yes,yes,1.871213,3.0,Sometimes,no,2.0,no,0.6277,1.541455,Sometimes,Public_Transportation,Insufficient_Weight 16482,Female,20.0,1.55,63.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16483,Male,30.613586,1.918859,129.161381,yes,yes,2.654792,2.129909,Sometimes,no,1.38107,no,1.0,0.071028,Sometimes,Public_Transportation,Obesity_Type_II 16484,Female,22.927011,1.704167,50.165754,yes,yes,2.969205,3.205009,Frequently,no,2.976177,no,0.891444,1.300692,no,Public_Transportation,Insufficient_Weight 16485,Male,18.0,1.77,76.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,no,Public_Transportation,Normal_Weight 16486,Female,26.0,1.641918,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 16487,Male,17.0,1.848294,59.295172,yes,yes,2.000466,3.0,Sometimes,no,2.0,no,2.349495,0.0,no,Automobile,Insufficient_Weight 16488,Male,27.439056,1.754796,84.340406,yes,yes,2.0,3.0,Sometimes,no,2.793505,no,0.167086,0.0,Sometimes,Automobile,Overweight_Level_II 16489,Male,40.0,1.76,110.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 16490,Female,38.683794,1.501993,76.642944,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 16491,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16492,Male,31.783524,1.75,120.613561,yes,yes,2.423291,3.0,Sometimes,no,2.299878,no,0.852344,0.0,Sometimes,Automobile,Obesity_Type_II 16493,Female,14.0,1.65,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.0,2.0,no,Public_Transportation,Obesity_Type_I 16494,Male,18.0,1.83,67.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16495,Female,37.642177,1.580968,77.26813,yes,yes,2.0,1.082304,Sometimes,no,2.090413,no,0.0,0.0,no,Automobile,Obesity_Type_I 16496,Male,18.118277,1.767186,50.0,yes,yes,1.123939,3.489918,Sometimes,no,2.121251,no,1.999836,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16497,Female,25.540865,1.626179,105.966894,yes,yes,3.0,3.0,Sometimes,no,1.630528,no,0.001297,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 16498,Female,26.0,1.653431,111.940145,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 16499,Male,25.057878,1.789992,112.256165,yes,yes,1.369529,3.0,Sometimes,no,2.0,no,1.596576,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 16500,Male,18.0,1.755978,51.552595,yes,yes,2.88853,3.0,Sometimes,no,1.0,no,1.162519,0.0,no,Public_Transportation,Insufficient_Weight 16501,Female,21.0,1.67,75.0,yes,yes,3.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Motorbike,Overweight_Level_I 16502,Male,20.534606,1.792378,106.428628,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,1.628637,0.469735,Sometimes,Public_Transportation,Obesity_Type_I 16503,Male,18.0,1.810215,108.897324,yes,yes,1.524428,3.0,Sometimes,no,1.087166,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16504,Male,22.0,1.75,70.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16505,Female,26.0,1.624134,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 16506,Male,23.0,1.79,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16507,Male,24.001685,1.608914,100.624553,yes,yes,2.877743,1.411808,Sometimes,no,1.0,no,1.006884,0.0,no,Public_Transportation,Obesity_Type_II 16508,Male,30.717727,1.770124,112.536367,yes,yes,1.570089,3.0,Sometimes,no,2.0,no,0.706777,0.0,Sometimes,Automobile,Obesity_Type_II 16509,Female,25.951737,1.607734,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.005864,no,0.167086,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 16510,Male,33.0,1.7,83.0,no,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 16511,Male,22.976188,1.705584,80.413997,yes,yes,2.0,2.141839,Sometimes,no,2.0,no,2.891986,1.560402,no,Public_Transportation,Overweight_Level_II 16512,Female,18.0,1.56,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 16513,Male,20.825962,1.703688,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.503896,no,Public_Transportation,Overweight_Level_II 16514,Female,19.0,1.67,45.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16515,Male,23.0,1.8,95.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 16516,Male,22.717943,1.839699,120.431551,yes,yes,2.777165,2.938902,Sometimes,no,2.966647,no,1.686229,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 16517,Female,19.0,1.567981,42.0,no,no,2.927218,1.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16518,Female,23.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16519,Female,25.492855,1.668951,114.163921,yes,yes,3.0,3.0,Sometimes,no,2.95311,no,1.676269,0.561661,Sometimes,Public_Transportation,Obesity_Type_III 16520,Male,19.0,1.62,64.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16521,Female,21.001969,1.741014,132.145549,yes,yes,3.0,3.0,Sometimes,no,1.657541,no,1.46361,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 16522,Male,21.0,1.6,70.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16523,Male,17.073648,1.844751,58.673963,yes,yes,2.0,3.891994,Sometimes,no,2.004126,no,2.009397,0.365591,no,Public_Transportation,Insufficient_Weight 16524,Female,19.749627,1.520862,41.397378,no,yes,2.927218,1.0,Frequently,no,1.530508,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 16525,Female,18.0,1.78,108.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_III 16526,Male,38.943282,1.814696,86.963628,no,yes,2.336044,3.0,Sometimes,no,1.271178,no,2.318492,0.0,Sometimes,Automobile,Overweight_Level_I 16527,Female,25.380557,1.641132,88.079177,yes,yes,3.0,3.0,Sometimes,no,2.641642,no,0.0,0.680746,Sometimes,Public_Transportation,Obesity_Type_I 16528,Female,24.481032,1.742901,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.406541,no,0.935217,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 16529,Female,17.925497,1.829142,59.933015,yes,yes,2.86099,4.0,Sometimes,no,2.0,no,2.0,0.007872,no,Automobile,Insufficient_Weight 16530,Male,22.667596,1.718534,80.993213,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 16531,Male,21.394047,1.785241,105.448264,yes,yes,2.0,3.0,Sometimes,no,1.724983,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16532,Male,19.0,1.78,79.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 16533,Male,20.0,1.72,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Frequently,Walking,Insufficient_Weight 16534,Male,35.432059,1.703098,98.54302,yes,yes,2.0,3.0,Sometimes,no,2.170225,no,2.0,0.0,no,Automobile,Obesity_Type_I 16535,Male,40.794057,1.735851,109.889334,yes,yes,2.281963,2.175432,Sometimes,no,1.959777,no,0.215187,0.0,no,Public_Transportation,Obesity_Type_II 16536,Female,24.739421,1.762461,112.089022,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.162279,0.276364,Sometimes,Public_Transportation,Obesity_Type_III 16537,Female,20.952737,1.849307,122.333425,yes,yes,3.0,3.0,Sometimes,no,1.326165,no,1.302507,0.0,Sometimes,Public_Transportation,Obesity_Type_III 16538,Male,19.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16539,Male,22.829753,1.783914,98.296651,yes,yes,2.0,2.99321,Sometimes,no,2.565828,no,2.206738,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16540,Female,18.850466,1.682916,83.15115,yes,yes,2.271306,1.477581,Sometimes,no,2.0,no,0.451009,2.0,no,Public_Transportation,Obesity_Type_I 16541,Male,35.389491,1.670058,109.599453,yes,yes,2.176317,2.850948,Sometimes,no,2.038128,no,1.967973,0.0,Sometimes,Automobile,Obesity_Type_II 16542,Male,21.0,1.7,72.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16543,Female,26.0,1.747714,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.0,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 16544,Female,21.0,1.68,62.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16545,Female,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16546,Male,23.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 16547,Female,26.0,1.624134,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 16548,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Walking,Overweight_Level_II 16549,Female,23.806789,1.718981,83.414072,yes,yes,2.0,2.95833,Sometimes,no,2.825629,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16550,Male,34.369686,1.716308,84.722222,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_II 16551,Male,21.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16552,Female,43.719395,1.565288,79.437921,yes,yes,2.180047,3.0,Sometimes,no,1.220365,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 16553,Male,29.981494,1.758618,112.098616,yes,yes,2.0,3.0,Sometimes,no,2.042073,no,0.0,0.618087,Sometimes,Automobile,Obesity_Type_II 16554,Male,22.851773,1.87407,121.737836,yes,yes,2.766441,2.692889,Sometimes,no,1.846754,no,0.79677,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16555,Female,22.0,1.62,82.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16556,Female,18.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16557,Female,18.0,1.6,45.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16558,Male,35.0,1.8,90.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 16559,Female,25.994746,1.623707,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.453649,Sometimes,Public_Transportation,Obesity_Type_I 16560,Male,26.70371,1.668555,85.073801,yes,yes,2.66889,3.0,Sometimes,no,2.803002,no,0.23553,0.68173,Sometimes,Public_Transportation,Overweight_Level_II 16561,Female,21.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16562,Female,20.0,1.7,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16563,Female,26.0,1.643355,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.504816,Sometimes,Public_Transportation,Obesity_Type_III 16564,Male,22.518787,1.806227,85.743727,yes,yes,2.0,3.0,Sometimes,no,2.740848,no,2.830911,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16565,Male,25.966504,1.72,82.0,yes,yes,1.961069,3.0,Sometimes,no,2.115967,no,1.0,1.894105,Sometimes,Public_Transportation,Overweight_Level_I 16566,Male,23.0,1.75,125.0,yes,no,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16567,Male,19.0,1.8,79.0,no,yes,3.0,1.0,Sometimes,no,3.0,no,3.0,0.0,Frequently,Bike,Overweight_Level_I 16568,Female,21.0,1.63,64.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 16569,Male,20.0,1.75,75.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 16570,Female,20.0,1.6,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16571,Female,38.0,1.53,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16572,Male,33.690239,1.79,90.0,yes,yes,2.0,1.099151,Sometimes,no,2.976177,no,2.287423,0.0,Sometimes,Automobile,Overweight_Level_II 16573,Male,30.684347,1.909188,129.966428,yes,yes,2.9673,3.0,Sometimes,yes,1.984323,no,0.958555,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16574,Male,30.255744,1.653876,101.626189,yes,yes,2.927187,2.791366,Sometimes,no,1.0,no,1.859667,0.0,no,Automobile,Obesity_Type_II 16575,Female,26.0,1.622701,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.105936,Sometimes,Public_Transportation,Obesity_Type_III 16576,Male,18.0,1.8,87.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 16577,Male,23.806789,1.708742,83.0,yes,yes,2.0,2.973504,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 16578,Female,23.0,1.7,73.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16579,Male,21.243142,1.714253,96.078462,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.915818,no,Public_Transportation,Obesity_Type_I 16580,Male,30.916426,1.783953,120.209711,yes,yes,2.938801,3.0,Sometimes,no,2.357978,no,1.917383,0.553093,Sometimes,Automobile,Obesity_Type_II 16581,Male,18.0,1.76,55.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16582,Female,21.391371,1.748524,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.419473,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 16583,Female,26.0,1.627532,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 16584,Male,18.0,1.806947,86.372141,yes,no,2.823179,3.0,Sometimes,no,1.997195,no,1.0,0.453404,Sometimes,Public_Transportation,Overweight_Level_II 16585,Female,21.0,1.75,51.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16586,Male,21.997335,1.854592,50.248677,yes,yes,3.0,3.590039,Frequently,no,2.7305,no,0.0,0.123861,no,Public_Transportation,Insufficient_Weight 16587,Female,16.0,1.54,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16588,Female,18.0,1.6,56.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16589,Female,38.542937,1.588147,73.939268,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.96582,0.0,Sometimes,Automobile,Overweight_Level_I 16590,Male,26.778684,1.834715,119.841446,yes,yes,1.785286,3.0,Sometimes,no,2.003563,no,0.827506,1.022505,Sometimes,Public_Transportation,Obesity_Type_II 16591,Female,21.28253,1.761773,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.510398,0.823069,Sometimes,Public_Transportation,Obesity_Type_III 16592,Male,21.420537,1.716289,51.132809,yes,yes,2.0,3.0,Frequently,no,1.166655,no,0.139808,1.122118,no,Public_Transportation,Insufficient_Weight 16593,Male,30.242597,1.779049,112.536367,yes,yes,2.008245,3.0,Sometimes,no,2.040137,no,0.0,0.613992,Sometimes,Automobile,Obesity_Type_II 16594,Female,38.748307,1.603923,62.211572,yes,yes,2.0,3.0,Sometimes,no,2.722063,no,1.922234,0.0,Sometimes,Automobile,Overweight_Level_I 16595,Male,22.988004,1.734237,93.429205,yes,yes,1.368978,1.0,Sometimes,no,1.249074,no,0.932783,1.944177,no,Public_Transportation,Obesity_Type_I 16596,Female,21.929387,1.730636,131.902591,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.700889,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 16597,Female,26.0,1.638075,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.268801,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 16598,Female,19.950605,1.603311,45.0,no,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16599,Male,21.0,1.62,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 16600,Male,29.509151,1.686904,90.575934,yes,yes,2.033745,3.0,Sometimes,no,2.471721,no,1.259613,0.06741,Sometimes,Automobile,Obesity_Type_I 16601,Male,28.421533,1.768071,113.90198,yes,yes,2.519592,3.0,Sometimes,no,2.042073,no,0.300964,0.541309,Sometimes,Automobile,Obesity_Type_II 16602,Female,22.717943,1.661415,67.183128,yes,yes,1.21232,3.0,no,no,2.0,no,1.119877,1.36595,Sometimes,Public_Transportation,Overweight_Level_I 16603,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16604,Female,26.0,1.602082,102.0,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,0.030541,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16605,Female,18.0,1.63,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16606,Female,17.065445,1.605521,44.661461,no,no,3.0,2.893778,Frequently,no,1.0,yes,0.146919,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16607,Male,40.0,1.7,109.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_II 16608,Male,22.0,1.78,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 16609,Female,26.0,1.641098,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.7305,no,0.0,0.152669,Sometimes,Public_Transportation,Obesity_Type_III 16610,Female,26.0,1.627532,105.479313,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 16611,Female,28.0,1.7,68.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16612,Female,26.0,1.6,45.0,yes,no,3.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,no,Automobile,Normal_Weight 16613,Female,21.680123,1.737056,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.85916,no,1.699056,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 16614,Female,21.0,1.62,68.0,yes,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16615,Female,21.768153,1.748524,133.346677,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.618512,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16616,Female,20.394082,1.680762,152.720545,yes,yes,3.0,3.0,Sometimes,no,2.154949,no,1.999897,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 16617,Male,26.947786,1.829142,117.86159,yes,yes,2.819934,3.0,Sometimes,no,2.0,no,0.834373,0.140792,Sometimes,Public_Transportation,Obesity_Type_II 16618,Female,18.729566,1.73581,128.867444,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.546179,0.896185,Sometimes,Public_Transportation,Obesity_Type_III 16619,Female,24.0,1.5,76.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16620,Female,26.0,1.641132,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 16621,Male,22.771001,1.716677,121.205171,yes,yes,2.630137,2.272801,Sometimes,no,1.797161,no,1.058378,0.0,Sometimes,Automobile,Obesity_Type_II 16622,Male,37.96543,1.66494,77.354744,yes,yes,2.971588,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 16623,Male,25.486521,1.836592,120.794535,yes,yes,2.66889,3.0,Sometimes,no,2.01897,no,1.420675,0.726118,Sometimes,Public_Transportation,Obesity_Type_II 16624,Male,21.0,1.65,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16625,Male,30.899219,1.909639,129.013178,yes,yes,2.191108,3.0,Sometimes,yes,1.422483,no,0.923428,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16626,Male,19.0,1.76,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16627,Female,26.0,1.622468,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 16628,Female,23.0,1.65,63.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 16629,Female,26.0,1.643332,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 16630,Female,20.0,1.62,60.0,yes,yes,3.0,1.0,Always,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 16631,Female,26.0,1.641098,111.208963,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 16632,Female,16.0,1.58,64.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16633,Male,27.635029,1.77151,120.082941,yes,yes,2.619987,3.0,Sometimes,no,2.145368,no,1.322558,0.001716,Sometimes,Automobile,Obesity_Type_II 16634,Male,21.0,1.712061,75.279605,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16635,Male,17.0,1.8,60.0,yes,no,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Walking,Insufficient_Weight 16636,Male,23.881938,1.657995,80.0,yes,yes,2.0,1.104642,Sometimes,no,1.0,no,1.0,0.969097,Sometimes,Public_Transportation,Overweight_Level_II 16637,Male,22.829753,1.722785,94.790579,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.292476,no,Public_Transportation,Obesity_Type_I 16638,Male,22.0,1.74,82.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Walking,Obesity_Type_I 16639,Female,19.012872,1.640535,133.779919,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.465931,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 16640,Female,23.32471,1.552728,80.0,yes,yes,2.0,2.283673,Sometimes,no,2.0,no,1.877369,0.0,no,Public_Transportation,Obesity_Type_I 16641,Female,19.0,1.58,77.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16642,Male,38.0,1.7,80.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 16643,Female,22.0,1.71,51.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 16644,Male,21.587743,1.836669,106.509947,yes,yes,2.382705,3.0,Sometimes,no,2.435978,no,0.827506,0.395468,Sometimes,Public_Transportation,Obesity_Type_I 16645,Female,18.0,1.74285,50.0,no,yes,1.518966,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16646,Female,25.929746,1.607128,104.774144,yes,yes,3.0,3.0,Sometimes,no,1.526416,no,0.162083,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16647,Male,18.0,1.782067,50.869704,yes,yes,1.003566,3.0,Sometimes,no,1.957871,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16648,Female,26.0,1.629727,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 16649,Male,27.0,1.835643,99.623778,yes,yes,2.0,1.0,Sometimes,no,1.086391,no,1.082236,0.489854,Sometimes,Public_Transportation,Overweight_Level_II 16650,Female,34.204408,1.681855,77.647716,yes,yes,2.0,2.705445,Sometimes,no,2.081121,no,0.0,0.849503,Sometimes,Automobile,Overweight_Level_II 16651,Male,17.0,1.77,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16652,Female,26.0,1.63302,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 16653,Female,40.789529,1.569234,80.0,yes,yes,2.0,3.0,Sometimes,no,1.468297,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16654,Male,20.0,1.89,102.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 16655,Female,26.0,1.62456,110.818757,yes,yes,3.0,3.0,Sometimes,no,1.555534,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 16656,Male,30.722801,1.704877,109.758736,yes,yes,2.758394,3.770379,Sometimes,no,1.0,no,1.228136,0.0,Sometimes,Automobile,Obesity_Type_II 16657,Male,26.199321,1.872517,121.065052,yes,yes,3.0,3.0,Sometimes,no,2.902682,no,1.606109,0.418623,Sometimes,Public_Transportation,Obesity_Type_II 16658,Male,23.0,1.65,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16659,Female,18.0,1.729045,51.524444,yes,yes,2.0,3.891994,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 16660,Female,18.0,1.6,51.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Walking,Normal_Weight 16661,Male,25.341399,1.761925,115.025361,yes,yes,1.99124,3.0,Sometimes,no,2.0,no,0.679725,1.0,Sometimes,Public_Transportation,Obesity_Type_II 16662,Female,18.381382,1.755467,41.452385,no,yes,2.908757,1.250548,Sometimes,no,2.01897,no,1.0,1.676944,Sometimes,Public_Transportation,Insufficient_Weight 16663,Female,26.0,1.631547,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 16664,Male,19.434709,1.708071,75.0,yes,yes,2.714447,3.0,Sometimes,no,3.0,no,1.0,1.40913,Sometimes,Public_Transportation,Overweight_Level_II 16665,Male,18.0,1.759721,86.0805,yes,yes,2.805512,3.0,Sometimes,no,2.452986,no,1.0,0.885532,Sometimes,Public_Transportation,Overweight_Level_II 16666,Male,35.456326,1.835678,90.471683,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16667,Female,25.968792,1.632896,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 16668,Male,30.0,1.83,83.0,yes,yes,3.0,4.0,Frequently,yes,2.0,yes,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 16669,Male,23.826684,1.702825,98.44113,yes,yes,2.286481,2.964024,Sometimes,no,2.611654,no,2.999918,1.261043,no,Public_Transportation,Obesity_Type_I 16670,Male,30.958957,1.786821,120.0,yes,yes,1.252698,2.644692,Sometimes,no,2.104264,no,0.23553,0.357314,Sometimes,Automobile,Obesity_Type_II 16671,Male,18.0,1.8,58.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 16672,Female,34.139453,1.657496,73.939268,yes,yes,2.182401,3.0,Sometimes,no,2.887659,no,1.089891,0.0,Sometimes,Automobile,Overweight_Level_I 16673,Female,18.0,1.6,56.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16674,Female,19.735968,1.567756,42.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16675,Female,23.0,1.64,84.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16676,Male,17.0,1.7,50.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 16677,Female,18.0,1.65,82.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 16678,Male,25.512048,1.762515,115.127662,yes,yes,1.993101,3.0,Sometimes,no,2.111908,no,0.288032,0.133423,Sometimes,Public_Transportation,Obesity_Type_II 16679,Male,17.570089,1.773664,55.700497,yes,yes,2.592247,4.0,Sometimes,no,1.174611,no,2.0,0.4346,no,Automobile,Insufficient_Weight 16680,Male,30.605225,1.75,118.805937,yes,yes,2.9673,3.0,Sometimes,no,2.299878,no,1.076729,1.391948,Sometimes,Automobile,Obesity_Type_II 16681,Male,25.509034,1.819728,114.097656,yes,yes,2.225149,3.0,Sometimes,no,2.357969,no,1.076729,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 16682,Male,20.0,1.67,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16683,Male,25.314589,1.719365,114.511537,yes,yes,3.0,3.0,Sometimes,no,2.146398,no,0.943058,0.526776,Sometimes,Public_Transportation,Obesity_Type_II 16684,Female,21.704699,1.789555,137.767787,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.537639,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 16685,Male,32.501143,1.764484,103.0344,yes,yes,2.596364,3.0,Sometimes,no,1.490613,no,0.915699,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16686,Female,34.139453,1.6811,77.053948,yes,yes,2.693859,1.865238,Sometimes,no,1.440526,no,0.0,0.0,no,Automobile,Overweight_Level_II 16687,Male,26.288417,1.751631,80.0,yes,yes,2.0,3.0,Sometimes,no,2.64548,no,0.497373,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16688,Male,17.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16689,Female,21.0,1.62,55.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16690,Male,20.254534,1.856315,121.889803,yes,yes,3.0,2.983201,Sometimes,no,1.279771,no,1.92635,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16691,Female,26.0,1.65891,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 16692,Male,27.635029,1.829142,120.549592,yes,yes,2.95841,3.0,Sometimes,no,2.041536,no,0.858554,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 16693,Female,21.0,1.56,62.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16694,Male,21.0,1.71,75.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16695,Male,33.015258,1.737984,83.952968,yes,yes,2.0,1.724887,Sometimes,no,2.166024,no,1.0,0.0,no,Automobile,Overweight_Level_II 16696,Female,18.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16697,Male,34.0,1.74,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 16698,Male,21.071195,1.783609,105.479313,yes,yes,3.0,1.894384,Sometimes,no,2.480277,no,1.998047,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16699,Female,25.954511,1.668951,102.781971,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.112122,0.541309,Sometimes,Public_Transportation,Obesity_Type_III 16700,Male,23.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16701,Male,25.879411,1.765137,114.144378,yes,yes,3.0,3.0,Sometimes,no,2.109697,no,1.352973,0.276319,Sometimes,Public_Transportation,Obesity_Type_II 16702,Male,28.899502,1.75,113.215814,yes,yes,2.9553,3.0,Sometimes,no,2.003531,no,0.923428,0.0026,Sometimes,Automobile,Obesity_Type_II 16703,Male,23.0,1.84,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16704,Female,22.935612,1.764029,121.864326,yes,yes,3.0,3.0,Sometimes,no,2.054072,no,1.469928,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 16705,Female,25.897815,1.662669,104.881994,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,0.129163,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 16706,Male,23.0,1.698829,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16707,Female,19.0,1.53161,42.0,no,yes,3.0,1.273128,Frequently,no,1.591425,no,0.0,0.635867,Sometimes,Public_Transportation,Insufficient_Weight 16708,Female,21.0,1.6,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16709,Female,17.0,1.65,56.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16710,Female,25.493586,1.607182,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.170515,no,0.264831,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 16711,Female,19.0,1.52,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16712,Male,22.851834,1.85478,51.457226,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.852344,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16713,Male,23.0,1.695347,103.189532,yes,yes,2.766612,2.996834,Sometimes,no,1.0,no,1.910432,0.0,no,Public_Transportation,Obesity_Type_II 16714,Female,27.394123,1.662728,79.109637,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.805801,0.0,no,Automobile,Obesity_Type_I 16715,Female,41.0,1.68,75.0,yes,no,3.0,3.0,Always,yes,2.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 16716,Female,26.0,1.627567,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 16717,Male,19.0,1.72,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16718,Female,27.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 16719,Female,17.0,1.6,58.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16720,Male,25.058566,1.794827,115.828167,yes,yes,2.381164,3.0,Sometimes,no,2.170225,no,1.39016,0.220029,Sometimes,Public_Transportation,Obesity_Type_II 16721,Male,23.0,1.72,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16722,Female,20.901393,1.726606,131.929712,yes,yes,3.0,3.0,Sometimes,no,1.709556,no,1.645532,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 16723,Female,21.834894,1.742062,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.911664,no,1.661556,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 16724,Male,24.0,1.72,66.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16725,Male,19.773303,1.781543,50.0,no,yes,2.0,3.0,Sometimes,no,2.550307,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16726,Female,25.783865,1.616975,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.01586,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 16727,Female,25.035915,1.605404,68.0,yes,yes,2.206399,3.0,Sometimes,no,2.642273,no,0.0,1.339691,Sometimes,Public_Transportation,Overweight_Level_I 16728,Male,30.717727,1.767121,120.344402,yes,yes,2.117121,3.0,Sometimes,no,1.590418,no,0.992829,1.556052,Sometimes,Automobile,Obesity_Type_II 16729,Male,21.688557,1.618148,98.572753,yes,yes,2.0,2.977909,Sometimes,no,2.0,no,0.0,0.731257,no,Public_Transportation,Obesity_Type_I 16730,Male,20.0,1.72,70.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 16731,Male,17.0,1.8,60.0,no,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 16732,Female,23.0,1.58,44.0,no,no,3.0,1.0,no,no,2.0,no,3.0,1.0,no,Public_Transportation,Insufficient_Weight 16733,Male,22.754646,1.819557,121.684311,yes,yes,3.0,1.478334,Sometimes,no,2.184768,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16734,Male,31.689773,1.839941,127.161381,yes,yes,2.178889,3.0,Sometimes,no,2.357978,no,1.583832,0.0,Sometimes,Automobile,Obesity_Type_II 16735,Female,18.0,1.56,50.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16736,Male,17.764764,1.71367,50.0,no,yes,1.005578,3.0,Frequently,no,2.0,no,0.783676,1.0,no,Public_Transportation,Insufficient_Weight 16737,Female,22.977357,1.608469,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 16738,Female,25.999636,1.603404,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.452986,no,0.043101,0.554072,Sometimes,Public_Transportation,Obesity_Type_III 16739,Female,45.0,1.652892,77.224574,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 16740,Female,25.95383,1.62439,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 16741,Female,20.871153,1.694726,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.46782,0.959218,Sometimes,Public_Transportation,Obesity_Type_III 16742,Female,26.0,1.643332,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 16743,Female,39.656559,1.550122,77.26813,yes,yes,2.749268,1.630506,Sometimes,no,1.687611,no,1.308852,0.0,Sometimes,Automobile,Obesity_Type_I 16744,Male,40.789529,1.764138,109.195529,yes,yes,2.0,1.680838,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 16745,Male,19.0,1.8,113.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Obesity_Type_II 16746,Male,23.0,1.712515,81.66995,yes,yes,2.011656,2.938902,Sometimes,no,1.810738,no,0.454944,0.469735,Sometimes,Public_Transportation,Overweight_Level_II 16747,Male,22.969366,1.795311,89.868784,yes,yes,1.57223,1.0,Sometimes,no,1.835545,no,0.0,0.037634,Sometimes,Public_Transportation,Overweight_Level_II 16748,Female,21.0,1.68,75.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16749,Male,21.0,1.712061,68.981403,yes,yes,2.0,3.0,Sometimes,no,1.613928,no,1.0,0.363549,Sometimes,Public_Transportation,Overweight_Level_I 16750,Male,21.0,1.72,80.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16751,Male,25.226314,1.774775,116.160329,yes,yes,1.758394,3.0,Sometimes,no,2.226081,no,1.108805,0.267076,Sometimes,Public_Transportation,Obesity_Type_II 16752,Male,22.935612,1.819557,61.10403,yes,yes,2.871137,3.0,Sometimes,no,2.642273,no,0.79677,1.0,Sometimes,Automobile,Insufficient_Weight 16753,Male,40.794057,1.766975,118.668332,yes,yes,2.661556,3.0,Sometimes,no,1.718569,no,0.647632,0.0,Sometimes,Automobile,Obesity_Type_II 16754,Male,22.676243,1.717432,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.702538,1.358163,Frequently,Automobile,Overweight_Level_II 16755,Male,22.277859,1.947406,116.893105,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.975187,1.0,Sometimes,Public_Transportation,Obesity_Type_II 16756,Female,26.0,1.622468,110.545378,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 16757,Female,33.0,1.63,61.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 16758,Male,21.016665,1.84998,122.609911,yes,yes,3.0,1.391778,Sometimes,no,1.11184,no,0.665439,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16759,Male,21.0,1.67,60.0,yes,no,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16760,Male,20.0,1.92,125.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16761,Female,34.576714,1.673491,77.392179,yes,yes,2.048216,1.047197,Sometimes,no,1.778722,no,0.970661,0.716327,no,Automobile,Overweight_Level_II 16762,Male,30.475248,1.801368,121.094257,yes,yes,2.328469,3.0,Sometimes,no,2.001208,no,0.800487,0.0,Sometimes,Automobile,Obesity_Type_II 16763,Male,19.950605,1.74285,85.5,yes,no,2.0,2.581015,Sometimes,no,2.856521,no,2.7243,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16764,Female,22.851721,1.722785,133.365094,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.230219,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16765,Female,22.582371,1.748524,121.658729,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,0.813917,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 16766,Female,22.908879,1.664463,82.012637,yes,yes,2.0,1.014916,Sometimes,no,2.858389,no,0.0,1.426103,no,Public_Transportation,Obesity_Type_I 16767,Male,33.690239,1.771915,87.070234,no,yes,2.0,3.0,Sometimes,no,2.704028,no,2.698874,0.0,Sometimes,Automobile,Overweight_Level_I 16768,Female,19.506389,1.581527,78.55444,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 16769,Female,20.975973,1.566524,42.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,0.0,0.086868,Sometimes,Public_Transportation,Insufficient_Weight 16770,Male,18.0,1.78,108.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16771,Female,25.940153,1.623514,109.996742,yes,yes,3.0,3.0,Sometimes,no,1.000695,no,0.000272,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 16772,Male,21.0,1.8,68.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16773,Male,17.0,1.8,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 16774,Male,31.346845,1.913252,99.790579,yes,yes,2.05687,2.625942,Sometimes,no,1.871033,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16775,Female,25.783865,1.649439,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.555534,no,0.210351,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 16776,Male,31.333798,1.838266,98.44113,yes,yes,2.0,2.568063,Sometimes,no,1.5197,no,1.541072,0.0,Sometimes,Automobile,Overweight_Level_II 16777,Female,26.0,1.622468,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 16778,Male,31.010302,1.766946,118.332966,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,0.955317,0.33929,Sometimes,Automobile,Obesity_Type_II 16779,Female,19.407204,1.598612,42.0,no,yes,3.0,3.725797,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16780,Female,25.962949,1.559499,102.583895,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.548539,Sometimes,Public_Transportation,Obesity_Type_III 16781,Male,34.139453,1.824432,99.0,yes,yes,2.66889,1.546665,Sometimes,no,2.0,no,2.16079,0.0,Sometimes,Automobile,Overweight_Level_II 16782,Male,24.82929,1.913252,117.651046,yes,yes,1.735664,2.752318,Sometimes,no,2.136159,no,1.117311,0.839659,Sometimes,Public_Transportation,Obesity_Type_II 16783,Female,18.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 16784,Female,37.832949,1.567915,76.082517,yes,yes,2.0,3.0,Sometimes,no,1.622827,no,0.0,0.0,no,Automobile,Obesity_Type_I 16785,Male,31.194458,1.824449,120.805715,yes,yes,2.442536,3.0,Sometimes,no,2.839558,no,0.55181,0.261901,Sometimes,Automobile,Obesity_Type_II 16786,Male,29.0,1.78,78.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_I 16787,Male,23.0,1.848553,120.998266,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.691369,1.198439,Sometimes,Public_Transportation,Obesity_Type_II 16788,Male,18.0,1.71,85.0,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.0,1.547086,Sometimes,Public_Transportation,Overweight_Level_II 16789,Male,23.335391,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.232851,1.718513,Sometimes,Public_Transportation,Overweight_Level_I 16790,Male,22.970655,1.836007,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.230547,1.339232,no,Public_Transportation,Obesity_Type_I 16791,Male,21.948577,1.782722,105.000576,yes,yes,2.805512,3.0,Sometimes,no,2.715572,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16792,Male,21.0,1.67,60.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16793,Female,25.0,1.61,62.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 16794,Female,25.996716,1.655413,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.653049,no,0.090917,0.606264,Sometimes,Public_Transportation,Obesity_Type_III 16795,Male,33.0,1.72,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_II 16796,Female,23.0,1.588046,78.55444,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.593704,no,Public_Transportation,Obesity_Type_I 16797,Female,21.016623,1.823765,152.278532,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,1.865023,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 16798,Female,21.996523,1.725548,50.890363,yes,no,2.979383,3.0,Frequently,no,1.656082,no,1.655488,0.071028,no,Public_Transportation,Insufficient_Weight 16799,Male,21.951309,1.694423,98.66176,yes,yes,2.0,2.937989,Sometimes,no,2.104696,no,2.359339,1.206251,no,Public_Transportation,Obesity_Type_I 16800,Female,22.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16801,Female,26.0,1.631662,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 16802,Male,31.743821,1.758038,118.277657,yes,yes,2.002784,3.0,Sometimes,no,2.089983,no,0.935217,1.011983,Sometimes,Automobile,Obesity_Type_II 16803,Male,27.0,1.67,78.0,yes,no,3.0,1.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 16804,Male,30.607546,1.829757,118.363376,yes,yes,2.736647,3.0,Sometimes,no,1.705218,no,0.647632,0.395468,Sometimes,Public_Transportation,Obesity_Type_II 16805,Male,19.97981,1.755938,55.511075,no,yes,2.845961,3.0,Frequently,no,1.274774,no,0.849811,2.0,no,Public_Transportation,Insufficient_Weight 16806,Female,19.0,1.649867,73.91692,yes,no,3.0,3.087119,Sometimes,no,2.622638,yes,0.807076,0.798219,Sometimes,Public_Transportation,Overweight_Level_I 16807,Female,20.254534,1.65,79.66832,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.658698,0.0,no,Public_Transportation,Overweight_Level_II 16808,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 16809,Male,21.0,1.8,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16810,Female,19.058511,1.573816,39.850137,no,no,2.714447,3.0,Sometimes,no,1.064378,no,2.892922,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16811,Female,21.90012,1.843419,165.057269,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,0.10032,0.479221,Sometimes,Public_Transportation,Obesity_Type_III 16812,Male,22.658572,1.872517,116.311962,yes,yes,1.83841,2.036794,Sometimes,no,2.0,no,1.879818,0.386861,Sometimes,Public_Transportation,Obesity_Type_II 16813,Male,19.442663,1.718534,87.27989,yes,yes,3.0,3.0,Sometimes,no,2.693978,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16814,Female,18.94093,1.763987,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,1.464674,0.735868,Sometimes,Public_Transportation,Obesity_Type_III 16815,Male,20.951084,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.066169,0.786066,no,Public_Transportation,Overweight_Level_II 16816,Male,19.724106,1.7,78.0,yes,no,3.0,2.389717,Sometimes,no,2.0,no,0.822186,1.692287,Sometimes,Public_Transportation,Overweight_Level_II 16817,Female,18.469086,1.741925,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.425712,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 16818,Female,16.0,1.77,50.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16819,Female,25.999185,1.624134,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.249307,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 16820,Female,24.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16821,Female,23.884212,1.667404,75.0,yes,yes,2.0,3.0,Sometimes,no,1.229915,yes,0.792553,0.688293,Sometimes,Automobile,Overweight_Level_I 16822,Male,21.0,1.82,73.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16823,Female,26.0,1.643892,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 16824,Male,18.0,1.7,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16825,Male,23.0,1.82,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16826,Male,30.796262,1.765464,120.980508,yes,yes,2.23372,3.0,Sometimes,no,2.038128,no,1.281165,1.914531,Sometimes,Automobile,Obesity_Type_II 16827,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,yes,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16828,Female,18.532826,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.46782,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 16829,Male,20.0,1.75,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16830,Male,21.0,1.68,80.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16831,Male,19.16097,1.661712,90.0,yes,yes,2.0,1.171027,Sometimes,no,1.001995,no,0.0,1.425852,no,Public_Transportation,Obesity_Type_I 16832,Female,18.0,1.7108,50.92538,no,yes,2.598051,4.0,Sometimes,no,1.0,no,2.0,1.281141,no,Public_Transportation,Insufficient_Weight 16833,Female,21.0,1.6,61.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16834,Female,22.185756,1.629225,82.0,yes,yes,2.0,2.799979,Sometimes,no,1.228838,no,0.0,0.630866,Sometimes,Public_Transportation,Overweight_Level_II 16835,Female,19.349258,1.53777,42.0,no,yes,3.0,1.0,Frequently,no,2.924594,no,0.32896,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16836,Female,19.97166,1.650125,72.105856,yes,yes,3.0,2.645858,Sometimes,no,2.0,no,2.7243,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16837,Male,29.246269,1.909105,129.013178,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 16838,Female,18.0,1.6,56.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 16839,Female,21.768834,1.774207,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.426094,no,1.996487,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 16840,Female,21.291969,1.829239,137.044959,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.783138,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 16841,Female,27.0,1.68,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16842,Male,23.812795,1.76534,120.921535,yes,yes,2.819934,3.0,Sometimes,no,2.290368,no,1.45473,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16843,Male,34.0,1.74,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Automobile,Overweight_Level_II 16844,Male,21.0,1.7,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Normal_Weight 16845,Female,21.0,1.6,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16846,Female,18.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 16847,Male,24.469756,1.766626,99.605527,yes,yes,2.631565,1.311797,Sometimes,no,1.015672,no,0.167086,0.276319,no,Public_Transportation,Obesity_Type_II 16848,Female,26.0,1.632377,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 16849,Female,23.365649,1.609068,83.26312,yes,yes,2.094184,2.157164,Sometimes,no,2.0,no,0.00705,0.0,no,Public_Transportation,Obesity_Type_I 16850,Female,26.0,1.641601,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 16851,Female,20.0,1.55,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 16852,Female,18.006742,1.66,80.0,yes,yes,2.821977,2.13229,Sometimes,no,1.003563,no,0.00705,0.854536,no,Public_Transportation,Overweight_Level_I 16853,Male,24.825393,1.784994,120.337664,yes,yes,2.901924,3.0,Sometimes,no,2.839069,no,1.866839,0.739609,Sometimes,Public_Transportation,Obesity_Type_II 16854,Male,23.260061,1.782756,117.332966,yes,yes,1.368978,2.962004,Sometimes,no,2.0,no,0.647632,0.917727,Sometimes,Public_Transportation,Obesity_Type_II 16855,Female,36.631456,1.567915,80.0,yes,yes,2.0,2.283673,Sometimes,no,1.972551,no,2.0,0.0,no,Automobile,Obesity_Type_I 16856,Female,20.0,1.6,60.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 16857,Male,21.0,1.74,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 16858,Male,39.685846,1.787733,108.019211,yes,yes,2.0,3.0,Sometimes,no,2.87781,no,1.0,1.609773,no,Automobile,Obesity_Type_I 16859,Female,38.943282,1.559499,80.0,yes,yes,2.043359,3.0,Sometimes,no,2.653563,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16860,Female,19.0,1.62,69.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16861,Male,18.0,1.803227,109.959714,yes,yes,2.195368,2.463113,Sometimes,no,2.638896,no,1.162519,0.451377,no,Public_Transportation,Obesity_Type_II 16862,Female,25.895546,1.684768,110.676343,yes,yes,3.0,3.0,Sometimes,no,1.191401,no,0.01437,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 16863,Female,26.0,1.638836,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 16864,Female,18.177882,1.801746,141.166265,yes,yes,3.0,3.0,Sometimes,no,2.418488,no,1.99507,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 16865,Female,21.682636,1.801478,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.843782,no,1.425712,0.686491,Sometimes,Public_Transportation,Obesity_Type_III 16866,Male,20.0,1.69,68.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16867,Female,22.0,1.6,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 16868,Male,20.492077,1.786997,85.140408,yes,yes,2.0,3.0,Sometimes,no,1.954968,no,0.870127,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16869,Male,17.0,1.84,92.0,yes,yes,2.0,4.0,Sometimes,yes,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16870,Male,25.140074,1.774775,115.025361,yes,yes,2.044326,3.0,Sometimes,no,2.102709,no,1.144876,0.19668,Sometimes,Public_Transportation,Obesity_Type_II 16871,Female,20.31094,1.821566,151.417292,yes,yes,3.0,3.0,Sometimes,no,1.228838,no,0.55181,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 16872,Male,22.265943,1.792998,116.893105,yes,yes,1.994679,3.0,Sometimes,no,2.0,no,0.975187,0.315918,Sometimes,Public_Transportation,Obesity_Type_II 16873,Female,22.0,1.55,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16874,Female,18.0,1.6,51.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 16875,Female,20.254534,1.56948,41.324558,no,yes,2.896562,1.0,Frequently,no,1.0,no,0.14495,0.738269,Sometimes,Public_Transportation,Insufficient_Weight 16876,Female,26.0,1.633887,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 16877,Male,27.899784,1.7,83.314157,yes,yes,2.0,2.669766,Sometimes,no,2.0,no,0.887923,0.0,Sometimes,Public_Transportation,Overweight_Level_II 16878,Male,30.71516,1.732492,84.773349,yes,yes,2.0,2.475228,Sometimes,no,2.166024,no,0.0,0.952352,Sometimes,Automobile,Overweight_Level_II 16879,Female,18.0,1.6,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16880,Male,18.0,1.719153,96.303855,yes,yes,2.0,2.966803,Sometimes,no,2.530428,no,1.076248,0.939726,no,Public_Transportation,Obesity_Type_I 16881,Male,33.0,1.75,120.0,yes,no,2.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 16882,Female,24.244029,1.738836,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.879402,no,1.579431,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16883,Female,26.0,1.638836,105.042194,yes,yes,3.0,3.0,Sometimes,no,2.553198,no,0.0,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 16884,Female,21.030909,1.748533,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.814517,no,1.399183,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 16885,Female,22.582371,1.589616,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.944675,Sometimes,Public_Transportation,Obesity_Type_I 16886,Male,21.008051,1.685947,89.673648,yes,yes,2.674431,2.683061,Sometimes,no,2.0,no,1.293396,0.64676,Sometimes,Public_Transportation,Overweight_Level_II 16887,Female,21.962219,1.664927,84.513029,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.322558,0.939819,no,Public_Transportation,Obesity_Type_I 16888,Male,20.0,1.74,98.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Obesity_Type_I 16889,Male,30.899219,1.708742,102.134646,yes,yes,2.14128,2.391753,Sometimes,no,1.992586,no,0.0,1.239038,no,Public_Transportation,Obesity_Type_II 16890,Female,23.0,1.65,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 16891,Male,30.722801,1.759772,118.424156,yes,yes,2.145114,3.0,Sometimes,no,2.115354,no,0.885633,0.020044,Sometimes,Automobile,Obesity_Type_II 16892,Female,18.0,1.55,50.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16893,Female,21.0,1.65,67.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16894,Female,18.0,1.6,48.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16895,Female,18.423482,1.742062,133.779919,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,1.465909,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 16896,Female,18.0,1.58,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16897,Female,18.0,1.7,50.0,no,yes,1.0,4.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 16898,Female,33.690239,1.751365,77.26813,yes,yes,2.081238,3.0,Sometimes,no,2.081929,yes,1.537639,1.306,no,Automobile,Overweight_Level_I 16899,Female,18.0,1.65,60.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16900,Male,28.830558,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.327193,0.0,Sometimes,Automobile,Overweight_Level_II 16901,Male,21.0,1.75,96.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 16902,Female,22.679935,1.681021,90.0,yes,yes,2.694281,3.0,Sometimes,no,2.975528,no,0.0,0.105895,no,Public_Transportation,Obesity_Type_I 16903,Male,30.916426,1.75596,112.277567,yes,yes,1.947495,3.0,Sometimes,no,2.01897,no,0.36009,0.0026,Sometimes,Automobile,Obesity_Type_II 16904,Female,21.868932,1.746516,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.501754,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 16905,Male,17.0,1.85,60.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,2.0,Sometimes,Walking,Insufficient_Weight 16906,Male,23.0,1.753389,54.997374,yes,yes,2.0,3.0,Sometimes,no,2.949419,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16907,Male,22.0,1.7,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16908,Male,24.145295,1.915,120.980508,yes,yes,2.407817,3.0,Sometimes,no,2.077704,no,0.813917,0.0,no,Public_Transportation,Obesity_Type_II 16909,Male,18.0,1.75,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 16910,Male,22.0,1.72,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16911,Female,25.966504,1.669701,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,0.0,0.827439,Sometimes,Public_Transportation,Obesity_Type_III 16912,Female,21.808159,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.826609,1.0,no,Public_Transportation,Overweight_Level_II 16913,Female,21.0,1.55,63.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16914,Male,18.0,1.65,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 16915,Female,18.20634,1.789555,137.785027,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,0.520408,0.785701,Sometimes,Public_Transportation,Obesity_Type_III 16916,Male,33.0,1.72,83.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 16917,Female,19.565496,1.730113,78.025625,yes,no,1.994679,2.120936,Sometimes,no,2.976229,no,0.0,0.879333,Sometimes,Public_Transportation,Overweight_Level_II 16918,Male,21.0,1.82,74.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 16919,Female,39.12631,1.559499,80.0,yes,yes,3.0,3.0,Sometimes,no,1.527036,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 16920,Female,22.0,1.65,59.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16921,Female,25.816445,1.629491,104.936381,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.083675,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 16922,Female,25.998646,1.656504,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,0.190061,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 16923,Male,26.0,1.627839,110.676343,yes,yes,2.0,3.0,Sometimes,no,2.707201,no,0.0,0.413752,Sometimes,Public_Transportation,Obesity_Type_I 16924,Male,19.0,1.75,70.0,no,no,3.0,3.0,Always,no,2.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 16925,Female,22.0,1.65,89.8,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 16926,Male,24.449655,1.647971,100.642257,yes,yes,2.724285,1.355354,Sometimes,no,1.0,no,0.641954,1.690102,no,Public_Transportation,Obesity_Type_II 16927,Female,23.676243,1.675446,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.334264,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 16928,Female,24.362124,1.666023,68.818893,yes,yes,1.053534,1.0,no,no,2.0,yes,0.0,0.114716,Sometimes,Public_Transportation,Overweight_Level_I 16929,Male,19.0,1.8,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 16930,Male,19.97166,1.820385,85.002884,yes,yes,2.99448,3.0,Sometimes,no,2.867206,no,0.98232,0.281815,Sometimes,Public_Transportation,Overweight_Level_I 16931,Female,21.768153,1.723587,133.466763,yes,yes,3.0,3.0,Sometimes,no,1.670732,no,1.465931,0.897942,Sometimes,Public_Transportation,Obesity_Type_III 16932,Female,38.0,1.6,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 16933,Male,22.18881,1.7921,89.251639,yes,yes,1.893428,3.0,Sometimes,no,2.0,no,0.0,1.36595,Sometimes,Public_Transportation,Obesity_Type_I 16934,Male,25.057878,1.816547,117.384745,yes,yes,2.177243,3.0,Sometimes,no,2.0,no,1.079524,1.443212,Sometimes,Public_Transportation,Obesity_Type_II 16935,Female,18.0,1.56,52.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16936,Male,34.576714,1.657995,90.0,yes,yes,2.66889,2.9948,Sometimes,no,1.11184,no,0.925941,0.124977,no,Automobile,Obesity_Type_II 16937,Female,25.96701,1.622701,102.363149,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.001297,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 16938,Male,18.0,1.83,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 16939,Male,30.605225,1.910672,129.232216,yes,yes,2.007845,3.0,Sometimes,no,1.28246,no,1.170537,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16940,Male,21.0,1.87,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16941,Female,26.0,1.641098,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 16942,Male,25.0,1.85,121.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 16943,Male,23.099906,1.741353,98.699971,yes,yes,2.045027,2.978103,Sometimes,no,2.328331,no,0.782416,1.58483,no,Public_Transportation,Obesity_Type_I 16944,Male,19.0,1.78,80.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16945,Male,22.9846,1.819728,122.137917,yes,yes,3.0,2.37985,Sometimes,no,1.05668,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16946,Female,19.084967,1.759117,49.125955,no,no,3.0,3.409363,Sometimes,no,2.962371,yes,1.469928,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16947,Female,19.0,1.598612,45.0,no,yes,2.724285,3.0,Sometimes,no,2.310921,yes,1.293665,0.0,Sometimes,Public_Transportation,Insufficient_Weight 16948,Female,26.0,1.628909,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 16949,Female,19.058511,1.685947,49.838965,no,yes,2.714447,3.0,Sometimes,no,1.049134,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16950,Male,23.421726,1.765836,121.421121,yes,yes,2.823179,2.395785,Sometimes,no,2.003531,no,0.463949,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16951,Female,21.0,1.6,48.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 16952,Male,26.70371,1.829907,118.102897,yes,yes,2.225149,2.965494,Sometimes,no,2.104696,no,0.835271,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16953,Male,21.0,1.75,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 16954,Male,18.0,1.71,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 16955,Female,38.825189,1.505437,63.892071,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.0,0.871772,Sometimes,Automobile,Overweight_Level_I 16956,Female,25.95383,1.626179,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.235282,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 16957,Female,23.0,1.737165,80.279605,yes,yes,2.0,3.0,Sometimes,no,2.042073,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 16958,Female,21.0,1.56,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16959,Female,18.0,1.6,68.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16960,Male,16.0,1.66,60.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,no,Walking,Normal_Weight 16961,Female,21.0,1.735461,50.0,yes,yes,3.0,3.0,Frequently,no,2.845134,no,0.0,0.079673,no,Public_Transportation,Insufficient_Weight 16962,Male,29.0,1.76,76.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16963,Female,18.0,1.76,50.0,no,yes,1.0,4.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16964,Male,36.0,1.75,98.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_II 16965,Male,18.0,1.80416,108.244379,yes,yes,2.0,3.0,Sometimes,no,2.184768,no,0.00203,1.0,Sometimes,Public_Transportation,Obesity_Type_I 16966,Female,18.0,1.74379,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.819682,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16967,Male,21.962219,1.729045,75.0,yes,yes,1.729824,3.0,Sometimes,no,1.699971,no,0.941424,0.0,Sometimes,Public_Transportation,Overweight_Level_I 16968,Female,21.0,1.5,42.0,no,yes,1.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 16969,Female,19.434709,1.767058,49.660995,no,yes,2.767063,3.0,Sometimes,no,1.706568,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 16970,Female,26.0,1.65632,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 16971,Male,19.0,1.704877,81.918809,yes,no,2.0,1.73762,Sometimes,no,1.701835,no,1.067817,0.890213,Sometimes,Public_Transportation,Overweight_Level_II 16972,Female,19.565496,1.624367,82.039,yes,yes,1.27785,3.0,Sometimes,no,2.0,no,0.0,0.936925,no,Public_Transportation,Obesity_Type_I 16973,Female,19.21164,1.522426,42.0,no,no,3.0,1.273128,Frequently,no,1.0,no,0.0,0.078607,no,Public_Transportation,Insufficient_Weight 16974,Female,18.166318,1.605404,68.226511,yes,yes,2.0,1.80993,Sometimes,no,2.0,no,0.15136,0.276364,no,Public_Transportation,Overweight_Level_I 16975,Male,22.580038,1.849307,121.244969,yes,yes,2.499108,2.992083,Sometimes,no,1.990788,no,1.079524,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16976,Female,18.0,1.6,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 16977,Male,29.246269,1.757069,112.725005,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.946173,Sometimes,Automobile,Obesity_Type_II 16978,Male,25.057878,1.787802,113.277388,yes,yes,1.993101,3.0,Sometimes,no,2.003563,no,1.556709,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 16979,Female,19.0,1.59,45.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 16980,Male,31.190219,1.868923,129.157346,yes,yes,2.05687,3.0,Sometimes,yes,1.199517,no,0.977998,1.58483,Sometimes,Public_Transportation,Obesity_Type_II 16981,Female,21.682636,1.746411,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.482002,no,1.423491,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 16982,Male,26.0,1.84,90.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Bike,Obesity_Type_I 16983,Female,21.797388,1.683124,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.506518,no,1.683957,0.646288,Sometimes,Public_Transportation,Obesity_Type_III 16984,Male,26.899886,1.85,128.114161,yes,yes,3.0,3.0,Sometimes,no,2.003563,no,0.030926,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16985,Male,19.349258,1.809101,85.0,yes,yes,2.633855,3.0,Sometimes,no,2.0,no,0.23553,0.613902,Sometimes,Public_Transportation,Overweight_Level_I 16986,Female,18.0,1.6,51.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16987,Female,20.951084,1.736215,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.755907,no,1.699181,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 16988,Male,21.0,1.62,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16989,Female,21.81119,1.743935,132.94066,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.564618,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 16990,Male,23.0,1.742364,105.696358,yes,yes,2.0,3.0,Sometimes,no,2.651258,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 16991,Male,19.0,1.7,69.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16992,Female,20.0,1.6,61.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16993,Female,36.769646,1.52906,64.696248,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.107981,0.0,Sometimes,Automobile,Overweight_Level_I 16994,Male,36.673882,1.756772,118.363376,yes,yes,2.9673,3.0,Sometimes,no,2.045069,no,0.454944,0.0,Sometimes,Automobile,Obesity_Type_II 16995,Male,21.0,1.66,60.0,yes,yes,2.0,1.0,Sometimes,yes,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 16996,Female,18.0,1.63,53.0,no,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 16997,Male,31.743821,1.874217,121.527369,yes,yes,2.068834,2.952821,Sometimes,no,1.131185,no,0.886817,0.0,Sometimes,Public_Transportation,Obesity_Type_II 16998,Male,23.285553,1.735851,80.0,yes,yes,2.0,1.296156,Sometimes,no,1.628997,no,0.926201,1.97117,Sometimes,Public_Transportation,Overweight_Level_II 16999,Male,29.0,1.792527,89.991671,yes,yes,1.572036,3.0,Sometimes,no,2.11267,no,0.388269,0.0,Sometimes,Automobile,Overweight_Level_II 17000,Female,21.768153,1.789143,137.796884,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,1.718543,0.210997,Sometimes,Public_Transportation,Obesity_Type_III 17001,Male,34.0,1.84,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Automobile,Overweight_Level_I 17002,Female,16.0,1.61,65.0,yes,yes,1.0,1.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17003,Male,21.086512,1.725233,75.0,yes,yes,2.869436,3.566082,Sometimes,no,2.0,yes,2.697949,0.077818,Sometimes,Public_Transportation,Overweight_Level_I 17004,Male,25.036269,1.763582,112.725005,yes,yes,2.766612,3.0,Sometimes,no,2.357969,no,1.488843,0.114457,Sometimes,Automobile,Obesity_Type_II 17005,Female,26.0,1.622468,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 17006,Female,18.0,1.54,57.0,yes,no,3.0,3.0,Always,no,2.0,yes,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17007,Female,26.0,1.641601,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.292956,Sometimes,Public_Transportation,Obesity_Type_III 17008,Female,25.966504,1.603404,104.986792,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 17009,Male,17.0,1.6,50.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 17010,Female,21.0,1.64,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17011,Female,26.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 17012,Male,30.242597,1.779049,112.010504,yes,yes,1.99953,3.0,Sometimes,no,2.067741,no,1.926308,0.063005,no,Automobile,Obesity_Type_II 17013,Male,29.08107,1.773181,112.226032,yes,yes,2.247037,3.0,Sometimes,no,2.079353,no,0.0,0.108163,Sometimes,Automobile,Obesity_Type_II 17014,Female,26.0,1.623303,106.048516,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.0,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 17015,Male,22.906342,1.755967,116.893105,yes,yes,1.961347,3.0,Sometimes,no,2.0,no,0.0,0.552665,Sometimes,Public_Transportation,Obesity_Type_I 17016,Female,17.0,1.65,67.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17017,Female,21.0,1.65,65.0,yes,yes,2.0,3.0,Sometimes,yes,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17018,Male,18.0,1.85,70.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Automobile,Normal_Weight 17019,Female,18.0,1.62,52.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17020,Male,21.016665,1.792687,105.037203,yes,yes,2.0,3.0,Sometimes,no,1.003563,no,0.0,0.526999,Sometimes,Public_Transportation,Obesity_Type_I 17021,Male,25.539411,1.77274,115.428276,yes,yes,2.175276,3.0,Sometimes,no,2.001936,no,1.079934,1.228995,Sometimes,Public_Transportation,Obesity_Type_II 17022,Male,25.822348,1.716521,114.480696,yes,yes,2.117121,3.0,Sometimes,no,2.715856,no,0.786828,0.153559,Sometimes,Public_Transportation,Obesity_Type_II 17023,Male,21.0,1.62,70.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17024,Male,31.641081,1.705617,83.520113,yes,yes,2.0,1.79558,Sometimes,no,1.014876,no,0.0,0.930051,Sometimes,Public_Transportation,Overweight_Level_II 17025,Male,31.490699,1.82525,120.702935,yes,yes,2.611847,3.0,Sometimes,no,2.490613,no,0.79677,1.0,Sometimes,Automobile,Obesity_Type_II 17026,Female,26.0,1.62439,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.029728,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 17027,Male,20.0,1.65,102.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.92635,1.0,no,Public_Transportation,Obesity_Type_II 17028,Male,18.0,1.739344,51.314659,yes,yes,2.689577,3.0,Sometimes,no,2.144838,no,1.0,1.676944,Sometimes,Public_Transportation,Insufficient_Weight 17029,Male,30.0,1.76,112.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_II 17030,Female,21.001969,1.743541,135.676663,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,1.52184,0.70778,Sometimes,Public_Transportation,Obesity_Type_III 17031,Male,26.595893,1.82697,118.86559,yes,yes,2.962415,3.0,Sometimes,no,2.224164,no,0.530925,1.368262,Sometimes,Public_Transportation,Obesity_Type_II 17032,Female,24.291205,1.779325,112.289883,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,0.312923,0.631825,Sometimes,Public_Transportation,Obesity_Type_III 17033,Male,23.0,1.70074,81.978743,yes,yes,3.0,2.473911,Sometimes,no,1.81786,no,0.946763,1.581703,Sometimes,Public_Transportation,Overweight_Level_II 17034,Female,26.0,1.640745,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 17035,Female,23.0,1.6,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17036,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17037,Male,20.242237,1.645511,70.0,no,yes,2.0,3.0,Sometimes,no,1.93142,no,0.975187,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17038,Female,26.0,1.586751,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 17039,Female,26.0,1.642098,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 17040,Female,24.622054,1.771043,113.277388,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.15173,Sometimes,Public_Transportation,Obesity_Type_III 17041,Female,18.0,1.82,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Insufficient_Weight 17042,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17043,Female,22.0,1.6,56.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 17044,Female,18.0,1.710616,51.7325,yes,yes,2.0,3.0,Frequently,no,1.810738,no,0.227802,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17045,Female,17.0,1.62,58.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17046,Female,25.966504,1.66494,110.803117,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.029728,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 17047,Female,26.0,1.640745,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.548527,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 17048,Female,18.0,1.63,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17049,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17050,Male,18.0,1.816783,86.522799,no,yes,1.443674,3.0,Sometimes,no,2.177386,no,0.390877,0.004523,Sometimes,Public_Transportation,Overweight_Level_I 17051,Male,21.0,1.69,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17052,Male,21.813083,1.701413,96.710735,yes,yes,2.0,2.645858,Sometimes,no,2.976229,no,1.32417,1.102696,no,Public_Transportation,Obesity_Type_I 17053,Male,17.06713,1.896734,59.895052,yes,yes,2.540949,3.34175,Sometimes,no,2.0,no,2.511157,0.560351,no,Public_Transportation,Insufficient_Weight 17054,Male,17.971574,1.741393,97.92035,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.4346,no,Public_Transportation,Obesity_Type_I 17055,Male,21.0,1.8,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17056,Female,23.0,1.7,50.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17057,Male,21.016665,1.790172,105.042194,yes,yes,2.0,3.0,Sometimes,no,2.326635,no,0.268801,0.013483,Sometimes,Public_Transportation,Obesity_Type_I 17058,Male,26.947786,1.773259,118.154345,yes,yes,2.9673,3.0,Sometimes,no,2.098959,no,0.68183,0.196952,Sometimes,Automobile,Obesity_Type_II 17059,Male,17.0,1.85,60.0,yes,yes,3.0,4.0,Always,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 17060,Male,23.0,1.65,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 17061,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 17062,Female,26.0,1.642572,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 17063,Female,18.0,1.56,45.0,yes,no,3.0,3.0,Always,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17064,Male,28.363149,1.764138,112.323213,yes,yes,1.924632,3.0,Sometimes,no,2.006595,no,1.442485,0.00133,Sometimes,Automobile,Obesity_Type_II 17065,Female,18.0,1.65,82.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17066,Female,26.0,1.641601,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.133005,Sometimes,Public_Transportation,Obesity_Type_III 17067,Male,25.783865,1.793451,116.157766,yes,yes,1.961069,3.0,Sometimes,no,2.0,no,1.217993,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 17068,Male,18.0,1.775626,52.058335,yes,yes,2.0,3.0,Sometimes,no,2.482933,yes,0.899864,1.743319,no,Public_Transportation,Insufficient_Weight 17069,Male,24.444846,1.820643,85.0,yes,yes,2.903545,3.0,Sometimes,no,2.450069,no,1.076729,0.453404,Sometimes,Public_Transportation,Overweight_Level_I 17070,Male,17.925497,1.840039,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.553093,Sometimes,Automobile,Insufficient_Weight 17071,Male,21.0,1.8,75.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17072,Female,21.016849,1.729099,131.054793,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,1.683957,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 17073,Female,21.008051,1.65,88.126544,yes,yes,2.457547,1.00061,Sometimes,no,1.0,no,1.361533,1.0,no,Public_Transportation,Obesity_Type_I 17074,Male,24.475242,1.827279,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.568063,no,1.482411,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17075,Male,17.767432,1.75,85.770013,yes,yes,2.33998,3.0,Sometimes,no,1.992548,no,0.876101,1.0,no,Public_Transportation,Overweight_Level_II 17076,Male,26.0,1.8,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17077,Female,21.028989,1.76414,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.48372,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 17078,Female,27.0,1.76,76.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 17079,Male,24.111913,1.764484,117.651046,yes,yes,2.922511,3.0,Sometimes,no,2.31083,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17080,Male,26.607478,1.793174,118.154345,yes,no,2.002076,3.0,Sometimes,no,2.15157,no,0.897562,0.0,Sometimes,Automobile,Obesity_Type_II 17081,Male,38.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 17082,Male,23.69484,1.84842,121.421121,yes,yes,2.381164,2.743277,Sometimes,no,2.0,no,0.98232,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17083,Female,37.063599,1.516007,80.0,yes,yes,2.0,3.0,Sometimes,no,1.959777,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17084,Male,19.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Overweight_Level_I 17085,Female,26.0,1.623707,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 17086,Female,25.999636,1.666194,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.120213,no,0.0,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 17087,Male,26.740655,1.830317,120.702935,yes,yes,2.273548,3.0,Sometimes,no,2.173417,no,1.079934,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17088,Female,41.318302,1.598612,62.855073,yes,yes,2.944287,3.0,Sometimes,no,2.497065,no,0.349371,0.0,no,Automobile,Insufficient_Weight 17089,Male,23.454558,1.872517,121.658729,yes,yes,2.637202,2.270163,Sometimes,no,2.788389,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17090,Female,19.795269,1.669039,49.815599,no,no,2.490776,3.0,Frequently,no,2.64548,no,1.303976,0.110518,Sometimes,Public_Transportation,Insufficient_Weight 17091,Female,45.821267,1.60681,71.743826,no,yes,2.253371,2.658639,Sometimes,no,1.835545,no,0.942725,0.0,no,Automobile,Overweight_Level_I 17092,Male,26.699317,1.819296,120.021161,yes,yes,2.05687,3.0,Sometimes,no,2.55975,no,1.985536,0.569852,Sometimes,Public_Transportation,Obesity_Type_II 17093,Female,21.344018,1.74647,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,1.46046,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 17094,Male,23.254934,1.712061,75.920519,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.827502,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17095,Male,21.0,1.87,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17096,Male,21.008051,1.773664,88.129437,yes,yes,2.0,1.874532,Sometimes,no,2.0,no,2.119682,1.358902,Sometimes,Public_Transportation,Overweight_Level_II 17097,Male,26.358919,1.84629,113.3307,yes,yes,1.588782,3.0,Sometimes,no,2.364498,no,0.0,1.758865,Sometimes,Public_Transportation,Obesity_Type_II 17098,Male,22.884722,1.819296,116.157766,yes,yes,2.0,2.752318,Sometimes,no,1.130079,no,1.112504,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17099,Female,28.0,1.7,73.0,no,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 17100,Female,21.832995,1.730182,78.429312,yes,yes,2.0,1.104642,Sometimes,no,2.0,no,0.935217,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17101,Male,26.53009,1.801224,119.050381,yes,yes,2.772027,3.0,Sometimes,no,2.738485,no,0.684487,0.939982,Sometimes,Automobile,Obesity_Type_II 17102,Female,18.469086,1.805803,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.48372,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 17103,Female,33.690239,1.753389,79.713492,yes,yes,2.103335,2.977909,Sometimes,no,1.964435,no,0.987521,0.0,Sometimes,Automobile,Overweight_Level_I 17104,Male,34.0,1.72,84.0,yes,no,3.0,4.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 17105,Female,25.989938,1.633887,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.062932,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 17106,Male,17.377131,1.791867,58.83071,yes,yes,2.483979,3.762778,Sometimes,no,2.0,no,2.0,0.930051,no,Automobile,Insufficient_Weight 17107,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17108,Female,19.0,1.64,58.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17109,Male,22.771612,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.7243,1.127675,no,Public_Transportation,Overweight_Level_II 17110,Female,21.287999,1.650012,88.550733,yes,yes,2.120185,1.340361,Sometimes,no,2.480277,no,1.0,1.544357,no,Public_Transportation,Obesity_Type_I 17111,Male,37.642177,1.76003,118.40174,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.251554,Sometimes,Automobile,Obesity_Type_II 17112,Female,26.0,1.643332,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 17113,Female,23.712641,1.655646,113.3307,yes,yes,3.0,3.0,Sometimes,no,2.501638,no,0.01586,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 17114,Male,33.0,1.72,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 17115,Female,26.0,1.624576,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 17116,Female,23.0,1.716691,51.149283,yes,yes,2.890535,3.0,Frequently,no,1.274815,no,0.520407,1.673584,no,Public_Transportation,Insufficient_Weight 17117,Male,19.0,1.8,87.0,yes,yes,3.0,1.0,Frequently,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17118,Male,18.0,1.72,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17119,Female,37.532066,1.569878,80.0,yes,yes,2.0,2.977909,Sometimes,no,1.567366,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17120,Female,20.975973,1.739293,42.3601,no,no,3.0,1.0,Frequently,no,1.322048,no,1.230441,0.081929,Sometimes,Public_Transportation,Insufficient_Weight 17121,Male,23.812795,1.750097,118.378702,yes,yes,2.240757,3.0,Sometimes,no,2.174248,no,0.887923,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17122,Female,25.951737,1.644199,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.210351,0.569852,Sometimes,Public_Transportation,Obesity_Type_III 17123,Female,25.765628,1.626483,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.436097,no,0.045246,0.59927,Sometimes,Public_Transportation,Obesity_Type_III 17124,Female,18.0,1.64,84.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 17125,Female,23.319635,1.713348,84.722222,yes,yes,2.883745,3.0,Sometimes,no,2.642273,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 17126,Female,26.0,1.643355,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 17127,Female,19.0,1.6,68.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17128,Female,18.0,1.62,68.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17129,Female,19.0,1.72,82.0,yes,yes,2.0,1.0,Always,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17130,Female,18.0,1.711467,50.0,yes,yes,1.031149,3.0,Sometimes,no,1.0,no,1.999631,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17131,Female,21.20563,1.586952,43.534531,no,yes,2.0,1.0,Frequently,no,1.77962,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17132,Male,31.386405,1.76414,119.081804,yes,yes,2.964319,3.0,Sometimes,yes,1.971774,no,0.94522,0.36037,Sometimes,Automobile,Obesity_Type_II 17133,Male,25.058566,1.764166,113.234349,yes,yes,1.887951,3.0,Sometimes,no,2.154898,no,1.19102,0.00164,Sometimes,Public_Transportation,Obesity_Type_II 17134,Male,24.201622,1.792998,120.975489,yes,yes,2.918113,3.0,Sometimes,no,2.715252,no,1.141708,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17135,Male,19.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17136,Male,21.106056,1.870931,89.909259,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.713823,Sometimes,Public_Transportation,Overweight_Level_I 17137,Male,30.967417,1.856811,124.070717,yes,yes,2.107854,3.0,Sometimes,no,2.159987,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17138,Female,25.15462,1.584782,102.003378,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.0,0.076094,Sometimes,Public_Transportation,Obesity_Type_III 17139,Female,26.0,1.624099,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 17140,Male,18.0,1.82093,108.019211,yes,yes,2.0,1.867836,Sometimes,no,1.0,no,1.0,1.546738,no,Public_Transportation,Obesity_Type_I 17141,Female,26.0,1.611452,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 17142,Male,21.0,1.78,70.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 17143,Female,37.96543,1.52906,75.410647,yes,yes,2.568063,2.989791,Sometimes,no,1.67062,no,0.0,1.0,no,Automobile,Obesity_Type_I 17144,Male,19.0,1.64,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17145,Male,18.0,1.712061,50.92538,no,yes,2.0,3.0,Sometimes,no,1.333707,no,0.0,1.0,Sometimes,Bike,Insufficient_Weight 17146,Female,18.0,1.5,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17147,Male,23.0,1.623377,105.037203,yes,yes,2.0,3.0,Sometimes,no,1.029241,no,0.07089,0.508663,Sometimes,Public_Transportation,Obesity_Type_I 17148,Male,19.576682,1.818848,87.032398,yes,yes,2.334474,2.645858,Sometimes,no,1.11756,no,2.0,1.771135,Sometimes,Public_Transportation,Overweight_Level_I 17149,Male,26.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 17150,Male,38.683794,1.766547,117.326523,yes,yes,2.219186,3.0,Sometimes,no,1.746197,no,0.632947,0.686529,Sometimes,Automobile,Obesity_Type_II 17151,Female,21.001969,1.746416,132.145549,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.672639,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 17152,Male,19.0,1.8,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17153,Female,20.979254,1.546665,41.890204,no,yes,2.027574,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17154,Male,21.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 17155,Male,27.635029,1.859927,120.549592,yes,yes,2.938616,3.0,Sometimes,no,2.739351,no,0.545919,1.34403,Sometimes,Public_Transportation,Obesity_Type_II 17156,Male,25.19291,1.7,85.720788,yes,yes,2.944287,3.0,Sometimes,no,2.450069,no,1.096818,0.833761,Sometimes,Public_Transportation,Overweight_Level_II 17157,Male,27.991467,1.823755,87.105828,no,yes,2.971588,1.734762,Sometimes,no,2.976229,no,2.0,1.380204,Sometimes,Public_Transportation,Overweight_Level_I 17158,Female,20.700876,1.746277,131.335786,yes,yes,3.0,3.0,Sometimes,yes,1.422483,no,1.525165,0.692343,Sometimes,Public_Transportation,Obesity_Type_III 17159,Female,26.0,1.623938,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 17160,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17161,Male,21.0,1.79,78.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 17162,Female,19.717249,1.716308,50.0,no,yes,1.834155,3.887906,Frequently,no,1.326165,no,0.069238,0.307982,Sometimes,Public_Transportation,Insufficient_Weight 17163,Female,21.0,1.56,63.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17164,Male,22.0,1.71,71.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17165,Male,17.0,1.7,85.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17166,Male,19.0,1.75,68.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 17167,Male,30.0,1.85,83.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17168,Male,31.662814,1.610647,102.187314,yes,yes,2.966126,1.320768,Sometimes,no,1.591425,no,0.656548,0.0,no,Public_Transportation,Obesity_Type_II 17169,Female,19.0,1.52,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17170,Male,32.895637,1.719342,102.555691,yes,yes,2.92711,1.171027,Sometimes,no,1.0,no,1.903182,1.0,no,Public_Transportation,Obesity_Type_II 17171,Male,24.007488,1.794827,100.941357,yes,yes,2.919526,1.874532,Sometimes,no,2.028368,no,1.067817,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17172,Male,22.909992,1.74285,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.788659,1.103349,no,Public_Transportation,Overweight_Level_II 17173,Male,24.079971,1.61981,100.618239,yes,yes,2.880792,1.0,Sometimes,no,1.0,no,0.182249,0.991473,Sometimes,Public_Transportation,Obesity_Type_II 17174,Male,21.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17175,Male,18.0,1.8,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 17176,Male,22.0,1.78,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17177,Male,30.0,1.72,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17178,Female,26.0,1.55,49.0,no,yes,1.0,1.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17179,Male,19.0,1.6,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17180,Male,18.0,1.803527,108.721893,yes,yes,2.0,1.134042,Sometimes,no,2.401315,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17181,Male,21.0,1.62,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17182,Male,21.125098,1.718534,96.738014,yes,yes,2.0,3.0,Sometimes,no,2.976229,no,2.306844,1.905826,no,Public_Transportation,Obesity_Type_I 17183,Male,23.421726,1.825449,120.794535,yes,yes,2.919584,2.475444,Sometimes,no,2.096751,no,1.417035,0.739006,Sometimes,Public_Transportation,Obesity_Type_II 17184,Female,25.962949,1.644199,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,1.271651,0.858392,Sometimes,Public_Transportation,Obesity_Type_III 17185,Male,31.627962,1.761068,118.370628,yes,yes,2.13683,3.0,Sometimes,no,2.318134,no,0.554646,1.152899,Sometimes,Automobile,Obesity_Type_II 17186,Female,35.432059,1.663178,75.399191,yes,no,3.0,3.0,Sometimes,no,1.992548,no,1.96582,0.9974,no,Automobile,Overweight_Level_II 17187,Male,20.0,1.75,80.993373,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.891986,0.0,no,Automobile,Overweight_Level_II 17188,Female,21.0,1.62,65.0,yes,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17189,Female,17.0,1.62,59.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17190,Female,23.0,1.6,53.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17191,Female,21.0,1.5,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 17192,Male,21.071195,1.717722,75.0,yes,yes,1.188089,3.0,Sometimes,no,2.0,no,0.0,1.094046,Sometimes,Public_Transportation,Overweight_Level_I 17193,Male,20.0,1.67,60.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 17194,Female,25.897815,1.62439,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.336378,no,0.224482,0.838847,Sometimes,Public_Transportation,Obesity_Type_III 17195,Male,22.39251,1.675979,82.851318,yes,yes,2.0,1.250548,Sometimes,no,2.377362,no,0.94984,1.944177,no,Public_Transportation,Obesity_Type_I 17196,Female,26.0,1.632896,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 17197,Male,17.0,1.69135,59.605028,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 17198,Female,26.0,1.65632,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.079334,Sometimes,Public_Transportation,Obesity_Type_III 17199,Female,21.768153,1.748106,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.639807,no,0.0,0.383953,Sometimes,Public_Transportation,Obesity_Type_III 17200,Female,26.0,1.62414,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 17201,Male,19.337404,1.706912,78.637307,yes,no,2.0,3.0,Sometimes,no,2.548651,no,0.0,0.987102,Sometimes,Public_Transportation,Overweight_Level_II 17202,Male,21.0,1.75,68.0,no,yes,1.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17203,Female,20.438478,1.763343,138.034526,yes,yes,3.0,3.0,Sometimes,no,2.893117,no,1.427413,0.885993,Sometimes,Public_Transportation,Obesity_Type_III 17204,Male,26.348156,1.848553,117.398976,yes,yes,2.0,3.0,Sometimes,no,2.292073,no,0.763595,0.038253,Sometimes,Public_Transportation,Obesity_Type_II 17205,Male,22.730414,1.849425,121.684311,yes,yes,2.9673,2.806298,Sometimes,no,1.751723,no,0.822186,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17206,Male,19.0,1.8,85.0,no,yes,3.0,4.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 17207,Male,20.0,1.6,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17208,Male,18.0,1.721384,54.877111,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.847802,2.0,Sometimes,Public_Transportation,Insufficient_Weight 17209,Male,21.793724,1.700216,80.993213,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.352091,1.425852,no,Public_Transportation,Overweight_Level_II 17210,Female,22.0,1.63,61.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17211,Male,18.0,1.82,108.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 17212,Female,26.0,1.639524,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 17213,Female,21.0,1.6,67.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 17214,Female,16.0,1.56,55.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 17215,Female,22.815416,1.639251,82.039,yes,yes,1.786841,1.068443,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 17216,Female,26.0,1.643017,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.878414,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 17217,Male,33.954433,1.657221,103.393354,yes,yes,2.067817,2.973504,Sometimes,no,1.0,no,1.917383,0.0,no,Public_Transportation,Obesity_Type_II 17218,Female,22.676243,1.525691,42.0,yes,no,3.0,3.0,Frequently,no,2.290368,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17219,Male,21.0,1.79,96.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17220,Female,20.848608,1.765836,45.0,no,yes,3.0,3.0,Frequently,no,2.759246,no,1.668961,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17221,Male,22.469351,1.747739,105.257543,yes,yes,2.0,3.0,Sometimes,no,1.810738,no,0.902095,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17222,Female,37.207082,1.567973,80.0,yes,yes,2.0,2.992083,Sometimes,no,1.015672,no,0.94141,0.0,Sometimes,Automobile,Obesity_Type_I 17223,Female,17.729923,1.593847,44.316254,no,no,3.0,3.0,Frequently,no,2.55057,yes,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17224,Male,18.0,1.719827,51.588874,no,yes,2.4277,3.0,Sometimes,no,1.970622,no,0.281876,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17225,Female,26.0,1.621245,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 17226,Female,18.312665,1.810427,153.959945,yes,yes,3.0,3.0,Sometimes,no,2.386904,no,1.508897,0.561602,Sometimes,Public_Transportation,Obesity_Type_III 17227,Male,21.682367,1.700216,80.135167,yes,yes,2.0,2.815255,Sometimes,no,2.0,no,2.627515,0.931455,no,Public_Transportation,Overweight_Level_II 17228,Female,21.849705,1.517248,64.814109,yes,yes,2.0,1.672958,Sometimes,no,1.606076,no,0.901924,1.313363,no,Public_Transportation,Overweight_Level_II 17229,Male,30.0,1.85,100.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_II 17230,Female,21.895468,1.638085,88.119139,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.201403,1.547086,no,Public_Transportation,Obesity_Type_I 17231,Female,21.051982,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,1.537639,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 17232,Female,21.008297,1.547066,63.715219,yes,yes,2.0,1.068443,Sometimes,no,2.843777,yes,0.23553,1.619473,Sometimes,Public_Transportation,Overweight_Level_I 17233,Female,19.994543,1.537739,39.101805,no,yes,1.889883,3.0,Sometimes,no,1.0,yes,2.075293,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17234,Male,38.112989,1.77274,117.651046,yes,yes,2.938616,2.993856,Sometimes,no,2.748909,no,0.64235,0.0,Sometimes,Automobile,Obesity_Type_II 17235,Female,23.451595,1.65,80.0,yes,yes,2.0,2.805436,Sometimes,no,2.0,no,2.819661,1.413375,no,Public_Transportation,Overweight_Level_II 17236,Female,23.0,1.56,56.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17237,Female,26.0,1.632193,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 17238,Female,19.0,1.7,79.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17239,Female,26.0,1.642392,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 17240,Female,34.288249,1.6,90.0,yes,yes,2.0,3.0,Sometimes,no,2.456939,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 17241,Male,26.957645,1.75015,118.114184,yes,yes,2.633855,3.0,Sometimes,no,2.225139,no,0.82666,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17242,Male,30.62865,1.863883,112.776612,yes,yes,2.14084,2.18162,Sometimes,no,2.0,no,0.011477,0.0,Sometimes,Automobile,Obesity_Type_II 17243,Male,23.0,1.722396,93.429205,yes,yes,2.0,3.0,Sometimes,no,1.705218,no,0.792929,1.0,no,Public_Transportation,Obesity_Type_I 17244,Female,21.768153,1.76416,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.655245,no,1.444382,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 17245,Male,34.0,1.84,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 17246,Female,21.0,1.6,45.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17247,Female,23.0,1.605662,82.470375,yes,yes,2.591439,2.933409,Sometimes,no,2.371015,no,1.228136,0.896185,Sometimes,Public_Transportation,Obesity_Type_I 17248,Male,22.889099,1.699793,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.651412,1.0,no,Public_Transportation,Obesity_Type_I 17249,Female,26.0,1.633887,105.257543,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 17250,Female,22.908879,1.58092,44.753943,no,no,3.0,3.576103,Frequently,no,2.721769,no,0.228307,0.0,no,Public_Transportation,Insufficient_Weight 17251,Female,25.96773,1.669701,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.162083,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 17252,Female,19.97981,1.746411,54.997374,yes,yes,3.0,3.0,Sometimes,no,2.976672,no,1.949667,2.0,Sometimes,Public_Transportation,Insufficient_Weight 17253,Male,17.039058,1.856406,58.934493,yes,yes,2.55996,3.443456,Sometimes,no,2.0,yes,2.0,0.220029,no,Automobile,Insufficient_Weight 17254,Female,27.0,1.58,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17255,Male,19.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 17256,Female,17.0,1.71,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 17257,Male,26.0,1.759324,111.635463,yes,yes,1.27785,3.0,Sometimes,no,2.045069,no,0.0,0.453649,Sometimes,Automobile,Obesity_Type_II 17258,Male,30.702559,1.799742,83.285753,yes,yes,2.913486,3.0,Sometimes,no,1.885926,no,0.94224,0.0,no,Automobile,Overweight_Level_II 17259,Male,23.0,1.65,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.969507,Sometimes,Public_Transportation,Overweight_Level_I 17260,Female,33.293166,1.67805,77.224574,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.788585,0.0,no,Automobile,Overweight_Level_II 17261,Male,33.864257,1.7088,83.986714,yes,yes,2.0,2.567567,Sometimes,no,2.763005,no,1.504003,0.0,no,Automobile,Overweight_Level_II 17262,Male,25.341399,1.77962,115.025361,yes,yes,1.528331,3.0,Sometimes,no,2.0,no,1.072662,1.875683,Sometimes,Public_Transportation,Obesity_Type_II 17263,Female,23.0,1.69,60.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 17264,Female,18.586978,1.738465,50.0,no,yes,2.0,3.725797,Sometimes,no,1.954968,no,1.351996,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17265,Male,21.0,1.7,90.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Overweight_Level_II 17266,Male,21.837996,1.699818,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.506576,no,Public_Transportation,Obesity_Type_I 17267,Female,21.0,1.52,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17268,Male,18.0,1.85,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17269,Male,18.0,1.758189,108.721893,yes,yes,2.0,1.134042,Sometimes,no,2.15157,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17270,Female,40.702771,1.568543,80.0,yes,yes,2.0,1.0,Sometimes,no,1.326165,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17271,Male,17.06713,1.754711,58.585146,yes,yes,2.95841,3.985442,Sometimes,no,2.978465,no,0.55713,1.402414,Sometimes,Automobile,Insufficient_Weight 17272,Female,21.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17273,Female,37.441044,1.633794,80.0,yes,yes,2.0,2.992083,Sometimes,no,2.777712,no,1.335857,0.0,Sometimes,Automobile,Obesity_Type_I 17274,Male,22.909992,1.876665,121.04172,yes,yes,2.5621,2.806566,Sometimes,no,1.738959,no,0.598438,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17275,Female,45.0,1.58,80.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 17276,Male,32.787101,1.703346,101.634313,yes,yes,2.938801,1.0,Sometimes,no,1.965237,no,1.96582,0.39174,no,Public_Transportation,Obesity_Type_II 17277,Female,19.091346,1.66671,49.838965,no,yes,1.4925,3.590039,Frequently,no,1.049134,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17278,Female,24.163526,1.64602,49.839685,yes,no,3.0,3.590039,Frequently,no,2.868132,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 17279,Female,26.0,1.622397,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.029728,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 17280,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17281,Male,42.0,1.68,86.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 17282,Male,21.02064,1.822573,88.03748,yes,yes,2.0,1.001383,Sometimes,no,2.0,no,0.0,1.632506,Sometimes,Public_Transportation,Overweight_Level_I 17283,Female,26.0,1.656504,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.639514,no,0.0,0.157007,Sometimes,Public_Transportation,Obesity_Type_III 17284,Female,21.0,1.68,70.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17285,Male,21.721507,1.668553,98.447311,yes,yes,2.0,2.977543,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 17286,Female,23.0,1.59,55.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17287,Female,30.0,1.65,63.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17288,Female,18.0,1.54,41.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17289,Female,26.0,1.621245,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 17290,Male,18.0,1.792239,108.244379,yes,yes,2.0,1.894384,Sometimes,no,2.0,no,1.0,1.551934,no,Public_Transportation,Obesity_Type_I 17291,Male,22.771001,1.82697,105.800158,yes,yes,2.0,3.0,Sometimes,no,2.145761,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 17292,Female,33.0,1.5,53.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17293,Male,18.0,1.74,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17294,Male,29.0,1.82093,108.742005,yes,yes,2.0,2.358298,Sometimes,no,2.292073,no,1.0,1.541455,Sometimes,Automobile,Obesity_Type_I 17295,Female,25.0,1.5,63.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17296,Male,30.796262,1.788239,124.704781,yes,yes,2.795086,3.0,Sometimes,no,1.515183,no,0.886602,0.534553,Sometimes,Public_Transportation,Obesity_Type_II 17297,Female,21.929387,1.6,67.140367,yes,yes,2.971574,3.0,Sometimes,no,2.0,no,1.917383,1.252677,Sometimes,Public_Transportation,Overweight_Level_I 17298,Male,24.284833,1.747714,82.329047,yes,yes,2.002796,3.054899,Sometimes,no,1.855054,no,0.371452,0.947192,Sometimes,Public_Transportation,Overweight_Level_II 17299,Female,31.335093,1.675054,71.602622,yes,yes,2.487167,3.0,Sometimes,no,1.367876,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 17300,Male,20.0,1.91,64.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17301,Female,23.421726,1.71582,114.133149,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.264831,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 17302,Female,26.0,1.641849,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 17303,Female,21.027662,1.699464,54.98774,no,yes,2.0,2.37985,Frequently,no,1.0,no,0.827506,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17304,Female,21.0,1.63,61.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 17305,Female,18.0,1.7,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Automobile,Normal_Weight 17306,Female,21.0,1.62,68.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17307,Female,20.254534,1.570811,42.0,no,yes,2.99448,1.0,Frequently,no,1.0,no,0.011161,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17308,Female,26.0,1.659557,111.999096,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 17309,Male,26.0,1.773259,112.395309,yes,yes,2.9553,3.0,Sometimes,no,2.543841,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_II 17310,Female,26.0,1.641601,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 17311,Female,21.0,1.54,49.0,yes,yes,2.0,1.0,Always,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17312,Male,23.469538,1.876898,121.244969,yes,yes,2.739,2.695396,Sometimes,no,1.855054,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17313,Male,19.920629,1.643892,78.88036,yes,no,2.0,3.281391,Sometimes,no,2.0,no,2.0,0.746651,no,Public_Transportation,Overweight_Level_II 17314,Female,34.576714,1.69308,78.55444,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.979701,0.0,no,Automobile,Overweight_Level_II 17315,Male,24.622054,1.758959,117.326523,yes,yes,1.428289,2.993856,Sometimes,no,2.738485,no,1.48524,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 17316,Male,19.816949,1.768231,75.920519,yes,yes,2.0,3.0,Sometimes,no,1.992548,no,1.0,0.707246,Sometimes,Public_Transportation,Overweight_Level_I 17317,Male,21.0,1.624134,68.869791,yes,yes,2.0,3.0,Sometimes,no,1.403784,no,0.94984,1.306,Sometimes,Public_Transportation,Overweight_Level_I 17318,Male,17.068767,1.711467,50.279053,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.55181,0.0,no,Public_Transportation,Insufficient_Weight 17319,Female,20.0,1.58,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17320,Male,17.992717,1.840138,60.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.453649,no,Automobile,Insufficient_Weight 17321,Male,22.0,1.75,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 17322,Female,18.139453,1.71582,126.04351,yes,yes,3.0,3.0,Sometimes,no,2.226081,no,1.999631,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 17323,Male,21.0,1.85,89.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17324,Female,18.0,1.704193,51.437985,yes,yes,2.884212,3.0,Frequently,no,1.246822,no,0.14495,0.0,no,Public_Transportation,Insufficient_Weight 17325,Male,29.0,1.62,69.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 17326,Female,26.0,1.65782,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.777557,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 17327,Male,27.0,1.77,71.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 17328,Female,17.767432,1.751631,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17329,Female,23.0,1.56,60.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 17330,Female,18.166318,1.638744,82.0,yes,yes,2.0,1.0,Sometimes,no,1.176423,no,0.0,1.256119,no,Public_Transportation,Obesity_Type_I 17331,Male,24.444846,1.767121,120.919703,yes,yes,2.9673,3.0,Sometimes,no,2.364849,no,1.955992,0.766668,Sometimes,Public_Transportation,Obesity_Type_II 17332,Male,18.0,1.782067,104.999403,yes,yes,2.0,3.0,Sometimes,no,2.197732,no,2.119682,0.0,no,Public_Transportation,Obesity_Type_I 17333,Male,19.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 17334,Male,30.444081,1.755333,112.932984,yes,yes,2.971574,3.0,Sometimes,no,2.191401,no,0.15136,1.331527,Sometimes,Public_Transportation,Obesity_Type_II 17335,Male,17.0,1.7,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 17336,Male,20.0,1.68,66.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17337,Female,25.959772,1.610568,102.910613,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.05093,0.543118,Sometimes,Public_Transportation,Obesity_Type_III 17338,Male,23.252906,1.609418,104.839068,yes,yes,2.0,1.131695,Sometimes,no,1.0,no,0.268801,0.0,no,Public_Transportation,Obesity_Type_II 17339,Male,26.740655,1.829239,120.860386,yes,yes,2.57691,3.0,Sometimes,no,2.816015,no,1.856119,0.173665,Sometimes,Public_Transportation,Obesity_Type_II 17340,Female,55.022494,1.674327,80.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.274838,0.0,no,Automobile,Overweight_Level_II 17341,Male,32.501143,1.703317,101.544589,yes,yes,2.671238,1.135278,Sometimes,no,1.0,no,0.0,1.441605,no,Public_Transportation,Obesity_Type_II 17342,Female,18.862264,1.739991,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,1.501754,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 17343,Female,26.0,1.62495,110.008636,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 17344,Female,25.968792,1.632896,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.162279,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 17345,Female,25.989938,1.68395,102.910613,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.008127,0.60473,Sometimes,Public_Transportation,Obesity_Type_III 17346,Female,19.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17347,Female,28.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17348,Female,21.0,1.64,88.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17349,Female,21.0,1.66,58.0,yes,yes,3.0,3.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17350,Female,18.744914,1.763343,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.46046,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 17351,Female,23.426036,1.743935,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.444382,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 17352,Female,25.96701,1.643421,104.758713,yes,yes,3.0,3.0,Sometimes,no,2.612758,no,0.139159,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 17353,Female,25.748627,1.683502,104.92057,yes,yes,3.0,3.0,Sometimes,no,1.517215,no,0.067329,0.916291,Sometimes,Public_Transportation,Obesity_Type_III 17354,Male,21.785351,1.705304,99.873716,yes,yes,2.0,2.656622,Sometimes,no,2.0,no,1.815768,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17355,Male,19.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17356,Female,18.0,1.5,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17357,Male,30.717727,1.773656,120.209711,yes,yes,2.043359,3.0,Sometimes,no,2.110611,no,0.216908,1.34403,Sometimes,Automobile,Obesity_Type_II 17358,Male,17.000752,1.842652,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 17359,Female,25.42724,1.683502,104.759643,yes,yes,3.0,3.0,Sometimes,no,1.525127,no,0.220825,0.950438,Sometimes,Public_Transportation,Obesity_Type_III 17360,Male,21.979769,1.696423,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.698874,0.920858,no,Public_Transportation,Overweight_Level_II 17361,Female,37.0,1.6,76.0,yes,yes,2.0,1.924168,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_I 17362,Female,21.008297,1.721769,80.535698,yes,yes,2.0,2.13229,Sometimes,no,2.988771,no,0.932792,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17363,Male,31.0,1.65,90.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 17364,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17365,Male,21.0,1.78,78.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 17366,Female,25.96773,1.621245,104.94582,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.319156,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 17367,Female,22.362877,1.629225,82.412665,yes,yes,2.0,1.0,Sometimes,no,2.133469,no,0.028202,1.612432,no,Public_Transportation,Obesity_Type_I 17368,Female,26.0,1.630927,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 17369,Male,21.123048,1.716545,80.0,yes,yes,2.0,2.720642,Sometimes,no,2.0,no,2.358699,1.344072,no,Public_Transportation,Overweight_Level_II 17370,Male,33.789301,1.755317,113.15464,yes,yes,1.631144,2.920373,Sometimes,no,2.0,no,0.55713,0.0,Sometimes,Automobile,Obesity_Type_II 17371,Male,22.226815,1.816197,98.490766,yes,yes,2.0,2.983201,Sometimes,no,2.795752,no,2.939733,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17372,Male,25.0,1.83,66.5,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17373,Male,24.178638,1.856811,121.684311,yes,yes,2.954417,2.65772,Sometimes,no,2.31083,no,0.870056,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17374,Male,32.593129,1.694997,103.017623,yes,yes,2.108638,2.119682,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 17375,Male,33.0,1.7,83.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 17376,Female,40.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 17377,Female,21.0,1.67,66.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.917563,0.0,no,Public_Transportation,Overweight_Level_I 17378,Female,34.044229,1.688436,77.033049,yes,yes,3.0,2.400943,Sometimes,no,1.953152,no,1.796779,0.67688,Sometimes,Automobile,Overweight_Level_II 17379,Female,38.378056,1.660446,75.399191,yes,yes,2.57649,3.53009,Sometimes,no,2.0,no,0.572877,1.413375,Frequently,Automobile,Overweight_Level_I 17380,Male,31.346845,1.754217,129.466541,yes,yes,2.971574,3.0,Sometimes,yes,2.318134,no,0.926201,0.363549,Sometimes,Public_Transportation,Obesity_Type_II 17381,Female,22.025438,1.6,53.0,no,yes,2.0,3.205587,Frequently,no,1.0,no,0.858554,1.0,no,Public_Transportation,Insufficient_Weight 17382,Female,26.0,1.624134,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 17383,Female,18.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Insufficient_Weight 17384,Female,21.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17385,Female,18.0,1.56,52.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17386,Female,25.909353,1.644078,102.277765,yes,yes,3.0,3.0,Sometimes,no,1.029703,no,0.075776,1.0,Sometimes,Public_Transportation,Obesity_Type_III 17387,Female,27.0,1.53,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 17388,Male,23.0,1.7,83.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 17389,Female,18.0,1.6,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17390,Male,25.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17391,Male,18.0,1.78,108.0,yes,yes,2.0,1.9,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 17392,Male,25.66668,1.819535,114.480696,yes,yes,2.736628,3.0,Sometimes,no,2.136398,no,1.168368,0.063005,no,Public_Transportation,Obesity_Type_II 17393,Female,25.909353,1.629491,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.011477,0.573887,Sometimes,Public_Transportation,Obesity_Type_III 17394,Male,21.0,1.71,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17395,Female,23.0,1.54,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17396,Male,18.0,1.75,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Insufficient_Weight 17397,Female,47.283374,1.696412,81.918809,yes,yes,2.903545,1.317884,Sometimes,no,1.146595,no,0.675262,0.93648,no,Automobile,Overweight_Level_I 17398,Female,19.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17399,Female,26.0,1.656504,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.12617,Sometimes,Public_Transportation,Obesity_Type_III 17400,Female,23.0,1.67,60.0,no,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 17401,Female,37.0,1.55,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17402,Female,16.203917,1.673482,64.106108,yes,yes,2.661556,3.0,Sometimes,no,2.0,no,0.993058,1.425852,Sometimes,Public_Transportation,Insufficient_Weight 17403,Male,23.0,1.67,67.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17404,Female,40.466313,1.556028,79.58958,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17405,Male,34.139453,1.856406,88.532032,yes,yes,2.0,1.854536,Sometimes,no,2.133876,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 17406,Female,23.365041,1.662728,113.451224,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.336795,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 17407,Male,17.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_II 17408,Female,23.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 17409,Male,37.524551,1.701986,80.0,yes,yes,2.0,2.98212,Sometimes,no,1.979848,no,1.879818,0.0,no,Automobile,Overweight_Level_II 17410,Female,21.048035,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.699181,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 17411,Female,20.975973,1.710948,50.0,yes,yes,2.918113,3.0,Frequently,no,2.0,no,0.891444,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17412,Male,18.288205,1.743841,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.497373,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17413,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17414,Female,21.0,1.72,72.0,yes,yes,3.0,3.0,Always,yes,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17415,Male,25.498751,1.765188,115.089316,yes,yes,1.994679,3.0,Sometimes,no,3.0,no,1.52001,0.519905,Sometimes,Public_Transportation,Obesity_Type_II 17416,Female,19.114981,1.573987,39.101805,no,yes,1.967061,3.0,Sometimes,no,1.992548,no,2.00123,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17417,Male,31.347497,1.914186,123.721352,yes,yes,2.568063,2.915921,Sometimes,no,1.8924,no,1.482411,0.0,Sometimes,Automobile,Obesity_Type_II 17418,Female,21.682367,1.746411,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.48809,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 17419,Male,17.0,1.8,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17420,Male,18.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17421,Female,21.0,1.6,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17422,Female,37.205173,1.663509,80.0,yes,yes,2.79166,3.0,Sometimes,no,1.651548,no,0.245354,0.0,no,Automobile,Obesity_Type_II 17423,Male,20.755797,1.717775,85.0,yes,yes,2.0,2.880817,Sometimes,no,2.0,no,1.0,1.944177,Sometimes,Public_Transportation,Overweight_Level_II 17424,Male,22.719385,1.746645,96.875502,yes,yes,2.0,2.714115,Sometimes,no,2.714091,no,2.57223,0.0,no,Public_Transportation,Obesity_Type_I 17425,Female,21.0,1.56,52.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17426,Female,26.0,1.613921,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 17427,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17428,Male,19.0,1.7,79.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_I 17429,Male,30.493946,1.909105,129.013178,yes,yes,2.0,3.0,Sometimes,no,2.118716,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17430,Female,26.0,1.632377,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 17431,Female,26.0,1.627567,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,0.0,0.393838,Sometimes,Public_Transportation,Obesity_Type_III 17432,Female,20.0,1.67,66.0,no,yes,3.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 17433,Female,21.077356,1.740108,98.66176,yes,yes,2.501224,2.884479,Sometimes,no,2.0,no,1.210736,1.946173,no,Public_Transportation,Obesity_Type_I 17434,Male,24.449655,1.842906,121.737836,yes,yes,3.0,3.0,Sometimes,no,1.15031,no,1.465931,0.469735,Sometimes,Public_Transportation,Obesity_Type_II 17435,Male,26.957645,1.767335,120.919703,yes,yes,2.844607,3.0,Sometimes,no,2.364849,no,1.082236,0.735868,Sometimes,Public_Transportation,Obesity_Type_II 17436,Female,22.828435,1.660955,75.0,yes,yes,2.0,3.0,Sometimes,no,2.177386,no,0.288032,1.50301,Sometimes,Public_Transportation,Overweight_Level_I 17437,Male,25.137087,1.755938,118.237782,yes,yes,1.993101,3.0,Sometimes,no,2.003563,no,1.089061,0.67688,Sometimes,Public_Transportation,Obesity_Type_II 17438,Male,30.605225,1.76569,120.082941,yes,yes,2.821727,3.0,Sometimes,no,2.173279,no,1.096556,1.191998,Sometimes,Public_Transportation,Obesity_Type_II 17439,Male,34.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 17440,Female,16.0,1.6,65.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17441,Female,21.0,1.6,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 17442,Female,22.679935,1.60681,82.603984,yes,yes,2.0,1.0,Sometimes,no,3.0,no,0.584793,1.329237,Sometimes,Public_Transportation,Obesity_Type_I 17443,Male,21.0,1.8,66.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17444,Female,25.964788,1.71146,114.906095,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.092344,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 17445,Male,55.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,yes,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 17446,Female,19.504696,1.596813,44.581159,no,yes,2.596579,1.882158,Frequently,no,1.0,no,0.417119,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17447,Male,23.963649,1.773664,118.20313,yes,yes,2.971574,2.120936,Sometimes,no,2.101841,no,0.906843,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17448,Male,21.0,1.75,80.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17449,Female,22.675679,1.571417,81.919454,yes,yes,2.818502,2.918124,Sometimes,no,1.911664,no,0.0,1.836853,no,Public_Transportation,Obesity_Type_I 17450,Female,37.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17451,Female,21.0,1.63,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17452,Female,19.0,1.62,59.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17453,Male,23.0,1.78,75.0,yes,yes,2.0,3.0,Frequently,yes,1.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 17454,Male,24.184891,1.713599,83.199034,yes,yes,2.720701,2.601675,Sometimes,no,2.715856,no,0.246831,0.739684,Sometimes,Public_Transportation,Overweight_Level_II 17455,Male,18.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 17456,Male,18.0,1.722547,51.457226,yes,yes,2.750715,3.0,Sometimes,no,1.430444,no,0.975384,1.978043,Sometimes,Public_Transportation,Insufficient_Weight 17457,Female,19.773303,1.602082,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.258504,0.0,no,Public_Transportation,Insufficient_Weight 17458,Male,25.539411,1.763215,115.428276,yes,yes,2.21965,3.0,Sometimes,no,2.141271,no,1.211048,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17459,Male,27.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 17460,Female,16.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 17461,Female,18.0,1.586895,41.452385,no,yes,2.591439,1.194815,Sometimes,no,1.0,no,0.022958,1.541493,Sometimes,Public_Transportation,Insufficient_Weight 17462,Female,22.176922,1.6,65.0,yes,yes,2.0,2.973504,Sometimes,no,1.746197,no,0.178976,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17463,Female,22.909992,1.634688,82.459577,yes,yes,2.0,1.001383,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17464,Male,18.0,1.68,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17465,Male,21.832995,1.696365,75.816864,yes,yes,2.0,3.728377,Sometimes,no,2.429059,no,1.978631,0.553311,Sometimes,Public_Transportation,Overweight_Level_I 17466,Female,21.0,1.526472,61.264785,no,yes,2.66889,3.691226,no,no,1.087166,no,0.753782,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17467,Male,23.664709,1.782269,119.087557,yes,yes,1.585183,2.993623,Sometimes,no,2.039535,no,1.587406,0.86374,Sometimes,Public_Transportation,Obesity_Type_II 17468,Male,31.783845,1.835643,122.609911,yes,yes,2.9673,3.0,Sometimes,no,1.170515,no,0.847761,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17469,Female,21.0,1.58,68.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17470,Female,19.0,1.593894,63.320629,yes,no,2.37464,1.146052,Sometimes,no,1.911664,no,1.454129,0.276319,no,Public_Transportation,Overweight_Level_II 17471,Female,20.0,1.63,77.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 17472,Male,22.815416,1.79858,115.287083,yes,yes,2.766612,2.849347,Sometimes,no,2.511399,no,1.112504,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17473,Female,25.498965,1.68838,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,0.159255,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 17474,Female,18.0,1.65,85.637789,yes,yes,2.094184,3.0,Sometimes,no,2.092326,no,0.780117,0.0,no,Public_Transportation,Obesity_Type_I 17475,Male,25.540865,1.86741,118.565568,yes,yes,1.887951,3.0,Sometimes,no,2.116399,no,1.117311,0.360986,Sometimes,Public_Transportation,Obesity_Type_II 17476,Male,18.0,1.62,68.0,no,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17477,Female,36.631456,1.662978,83.314157,yes,yes,2.843709,3.0,Sometimes,no,2.085553,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 17478,Female,26.0,1.643332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.763005,no,0.0,0.133523,Sometimes,Public_Transportation,Obesity_Type_III 17479,Female,21.28253,1.716497,130.986338,yes,yes,3.0,3.0,Sometimes,no,1.810738,no,1.4164,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 17480,Female,23.0,1.830317,105.028665,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.343044,Sometimes,Public_Transportation,Obesity_Type_I 17481,Male,23.237302,1.834715,105.696358,yes,yes,2.0,3.0,Sometimes,no,1.984323,no,0.946461,1.331527,Sometimes,Public_Transportation,Obesity_Type_I 17482,Female,25.966504,1.640741,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.319437,no,0.159255,0.912187,Sometimes,Public_Transportation,Obesity_Type_III 17483,Female,21.0,1.62,68.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17484,Male,30.0,1.8,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Walking,Normal_Weight 17485,Male,17.099015,1.780725,85.0,yes,yes,2.0,3.0,Sometimes,no,1.926577,no,0.967973,0.973834,Sometimes,Public_Transportation,Overweight_Level_II 17486,Male,21.0,1.74,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 17487,Female,26.0,1.641849,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 17488,Male,55.24625,1.752863,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.698874,0.0,no,Automobile,Overweight_Level_II 17489,Female,21.572114,1.737313,133.662583,yes,yes,3.0,3.0,Sometimes,no,1.746197,no,1.427037,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 17490,Male,33.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 17491,Female,18.147705,1.802257,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.824559,no,1.571865,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 17492,Male,31.255587,1.769328,125.418548,yes,yes,2.49619,3.0,Sometimes,yes,1.491169,no,0.451009,0.731257,Sometimes,Public_Transportation,Obesity_Type_II 17493,Male,22.865018,1.65,94.094184,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.281541,no,Public_Transportation,Obesity_Type_I 17494,Male,31.539393,1.872517,128.114161,yes,yes,2.002564,3.0,Sometimes,no,2.165048,no,0.966973,1.416353,Sometimes,Automobile,Obesity_Type_II 17495,Female,21.0,1.54,50.0,yes,no,3.0,4.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 17496,Male,39.129291,1.741377,99.592225,yes,yes,2.097373,1.91863,Sometimes,no,2.192063,no,2.89118,0.0,Sometimes,Automobile,Overweight_Level_II 17497,Female,22.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17498,Male,23.0,1.698829,98.572753,yes,yes,2.0,2.270163,Sometimes,no,2.629043,no,2.64102,1.80931,no,Public_Transportation,Obesity_Type_I 17499,Female,22.77789,1.738717,132.94066,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.586525,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 17500,Female,16.834813,1.785507,45.0,no,yes,3.0,3.0,Sometimes,no,2.165605,no,2.2405,0.824607,Sometimes,Public_Transportation,Insufficient_Weight 17501,Female,32.0,1.65,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Automobile,Normal_Weight 17502,Male,34.0,1.75,100.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_II 17503,Female,19.86997,1.520997,42.0,no,yes,3.0,1.0,Frequently,no,1.817983,no,0.0,0.860497,Sometimes,Public_Transportation,Insufficient_Weight 17504,Male,25.95774,1.750085,112.249699,yes,yes,1.264234,3.0,Sometimes,no,2.020313,no,1.596576,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 17505,Female,18.0,1.65,93.0,yes,yes,2.0,3.0,no,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17506,Male,33.049121,1.835381,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.006595,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17507,Female,20.0,1.56,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17508,Female,19.0,1.600905,45.0,no,yes,1.052699,3.0,Frequently,no,1.372444,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17509,Male,18.0,1.758372,108.934574,yes,yes,2.0,3.0,Sometimes,no,2.175632,no,1.0,0.315261,no,Public_Transportation,Obesity_Type_I 17510,Male,23.963649,1.702516,75.0,yes,yes,2.020502,3.0,Sometimes,no,1.639202,no,0.228753,0.460866,Sometimes,Public_Transportation,Overweight_Level_I 17511,Female,26.0,1.632193,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 17512,Female,26.0,1.623707,105.042194,yes,yes,3.0,3.0,Sometimes,no,2.723159,no,0.0,0.402075,Sometimes,Public_Transportation,Obesity_Type_III 17513,Male,33.174147,1.699793,83.785312,yes,yes,2.712747,2.853676,Sometimes,no,1.972551,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 17514,Female,21.0,1.63,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 17515,Male,55.0,1.7,85.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 17516,Female,22.287999,1.638085,70.432717,yes,no,2.0,1.73762,Sometimes,no,1.911664,no,0.00342,1.444033,no,Public_Transportation,Overweight_Level_II 17517,Female,21.0285,1.742364,78.664618,yes,yes,3.0,2.737571,Sometimes,no,1.777805,no,1.153775,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17518,Male,25.447208,1.848965,117.398976,yes,yes,2.037042,3.0,Sometimes,no,2.436261,no,1.112504,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 17519,Male,23.0,1.72,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17520,Male,30.002029,1.759324,112.000381,yes,yes,1.570089,3.0,Sometimes,no,2.003563,no,0.0,0.340196,Sometimes,Public_Transportation,Obesity_Type_II 17521,Male,22.580038,1.780679,105.371911,yes,yes,2.342459,1.001542,Sometimes,no,2.250711,no,0.486006,1.258881,Sometimes,Public_Transportation,Obesity_Type_I 17522,Male,23.096353,1.859927,121.82962,yes,yes,2.08841,2.608416,Sometimes,no,1.93059,no,0.793262,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17523,Female,21.0,1.6,62.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17524,Female,25.954511,1.682253,104.954291,yes,yes,3.0,3.0,Sometimes,no,1.115967,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 17525,Female,22.206399,1.71746,51.896525,yes,yes,1.123939,3.0,Frequently,no,2.0,no,2.206055,1.551934,no,Public_Transportation,Insufficient_Weight 17526,Female,25.96773,1.627818,105.031908,yes,yes,3.0,3.0,Sometimes,no,1.353167,no,0.069238,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 17527,Male,31.86893,1.835643,91.499683,yes,yes,2.722161,1.834472,Sometimes,no,1.033199,no,0.921268,0.974939,Sometimes,Public_Transportation,Overweight_Level_II 17528,Female,18.0,1.59,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17529,Female,39.135634,1.65,85.0,yes,yes,2.805512,3.0,Sometimes,no,1.675733,no,2.697949,0.0,no,Automobile,Obesity_Type_I 17530,Male,19.0,1.7,86.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 17531,Male,23.147644,1.718981,81.919454,yes,yes,2.002564,1.015467,Sometimes,no,1.322669,no,0.0,1.015467,Sometimes,Public_Transportation,Overweight_Level_II 17532,Female,19.0,1.57,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17533,Female,39.0,1.6,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17534,Female,17.0,1.53,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17535,Female,35.483601,1.677427,73.91692,yes,no,3.0,2.842035,Sometimes,no,1.62244,no,0.604259,0.0,Sometimes,Automobile,Overweight_Level_I 17536,Male,28.255199,1.779325,113.15464,yes,yes,1.431346,3.0,Sometimes,no,2.038958,no,0.0,1.251554,Sometimes,Automobile,Obesity_Type_II 17537,Male,21.808159,1.652971,94.790579,yes,no,2.0,3.0,Sometimes,no,1.941224,no,1.926592,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17538,Male,20.0,1.7,80.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 17539,Male,17.6739,1.838441,97.029249,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.891189,Sometimes,Public_Transportation,Overweight_Level_II 17540,Female,18.540535,1.622241,82.0,yes,yes,2.0,1.0,Sometimes,no,2.874336,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17541,Female,26.0,1.629727,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.218645,Sometimes,Public_Transportation,Obesity_Type_III 17542,Female,26.0,1.639251,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 17543,Female,32.0,1.69,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 17544,Female,21.0,1.65,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 17545,Female,21.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,yes,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 17546,Male,18.0,1.85,76.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 17547,Female,27.0,1.58,63.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17548,Female,20.0,1.61,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 17549,Male,24.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 17550,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 17551,Male,27.474245,1.732307,119.087557,yes,yes,2.9673,3.0,Sometimes,no,2.00357,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17552,Male,34.576714,1.72,83.1011,yes,yes,2.0,2.983297,Sometimes,no,2.174835,no,0.578074,0.0,no,Automobile,Overweight_Level_II 17553,Male,55.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 17554,Male,18.0,1.74,53.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17555,Male,20.580984,1.781139,104.585783,yes,yes,2.0,1.049534,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 17556,Male,18.0,1.820471,108.413119,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.169879,Sometimes,Public_Transportation,Obesity_Type_I 17557,Female,26.0,1.624576,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 17558,Male,24.186273,1.794827,120.919703,yes,yes,2.611847,2.845858,Sometimes,no,2.364849,no,1.141708,0.063005,Sometimes,Public_Transportation,Obesity_Type_II 17559,Female,20.891491,1.841989,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.423073,no,1.655488,0.714137,Sometimes,Public_Transportation,Obesity_Type_III 17560,Male,18.0,1.7,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 17561,Female,18.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 17562,Male,22.884722,1.703584,85.0,yes,yes,2.0,3.0,Sometimes,no,1.796956,no,0.0,0.178301,no,Public_Transportation,Obesity_Type_I 17563,Female,26.0,1.640741,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.45126,no,1.699056,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 17564,Male,22.693989,1.86741,121.527369,yes,yes,2.913452,2.968098,Sometimes,no,2.816015,no,0.819269,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17565,Male,18.0,1.72,70.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17566,Female,23.801436,1.674515,82.0,yes,yes,1.063449,1.10548,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 17567,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17568,Female,21.680123,1.65,80.386078,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.21722,1.0,no,Public_Transportation,Overweight_Level_II 17569,Female,21.0,1.61,63.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17570,Male,33.0,1.7,97.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,0.0,Frequently,Automobile,Obesity_Type_I 17571,Female,26.0,1.56,47.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17572,Female,21.0,1.59,42.3,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17573,Female,25.929746,1.632377,104.791035,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.159255,0.569073,Sometimes,Public_Transportation,Obesity_Type_III 17574,Female,23.32012,1.559005,42.993937,no,no,3.0,3.0,Sometimes,no,1.954968,no,0.807076,0.0,no,Public_Transportation,Insufficient_Weight 17575,Female,21.0,1.65,66.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17576,Female,23.421726,1.732096,132.904884,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.577824,0.738269,Sometimes,Public_Transportation,Obesity_Type_III 17577,Male,25.136116,1.773664,116.160329,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,1.804157,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 17578,Male,22.980221,1.761519,120.980508,yes,yes,2.984004,3.0,Sometimes,no,1.798917,no,1.680844,0.47787,Sometimes,Public_Transportation,Obesity_Type_II 17579,Female,18.0,1.8,97.0,no,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17580,Female,21.982942,1.817917,142.559161,yes,yes,3.0,3.0,Sometimes,no,2.651258,no,1.469928,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 17581,Female,37.441044,1.633794,80.0,yes,yes,2.0,1.00061,Sometimes,no,1.310074,no,0.00203,0.0,Sometimes,Automobile,Obesity_Type_I 17582,Male,17.0,1.8,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 17583,Male,18.0,1.86,45.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Insufficient_Weight 17584,Female,26.0,1.641849,111.963186,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 17585,Male,21.987341,1.65,80.0,yes,yes,2.0,1.2919,Sometimes,no,2.0,no,0.463949,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17586,Male,21.0,1.8,88.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17587,Male,25.341399,1.835381,120.996074,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.089344,0.396352,Sometimes,Public_Transportation,Obesity_Type_II 17588,Male,26.0,1.75,112.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Frequently,Automobile,Obesity_Type_II 17589,Male,25.883749,1.767077,117.57457,yes,yes,1.475906,2.915921,Sometimes,no,2.152736,no,1.04268,0.325445,Sometimes,Public_Transportation,Obesity_Type_II 17590,Male,23.327836,1.86741,116.164351,yes,yes,1.164062,3.0,Sometimes,no,2.0,no,0.597863,1.0,Sometimes,Public_Transportation,Obesity_Type_II 17591,Male,29.669219,1.909188,129.852531,yes,yes,2.911312,3.0,Sometimes,no,1.334856,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17592,Male,33.789301,1.6811,103.0344,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.944728,0.0,no,Automobile,Obesity_Type_II 17593,Male,31.315593,1.75015,118.382361,yes,yes,2.941929,3.0,Sometimes,yes,2.092326,no,0.868721,0.001716,Sometimes,Automobile,Obesity_Type_II 17594,Female,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,2.70485,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17595,Female,22.909992,1.726606,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.676269,0.894678,Sometimes,Public_Transportation,Obesity_Type_III 17596,Female,23.0,1.6,51.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17597,Male,17.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17598,Male,38.523646,1.755938,117.398976,yes,yes,2.446872,2.992083,Sometimes,no,1.885926,no,1.487987,0.0,Sometimes,Automobile,Obesity_Type_II 17599,Female,26.0,1.641918,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.110518,Sometimes,Public_Transportation,Obesity_Type_III 17600,Male,23.603191,1.755926,119.205308,yes,yes,2.562687,3.0,Sometimes,no,2.0,no,0.463949,1.443212,Sometimes,Public_Transportation,Obesity_Type_II 17601,Male,18.0,1.710756,50.890363,no,yes,1.081585,3.0,Sometimes,no,1.0,no,0.259427,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17602,Male,24.317607,1.873368,120.021161,yes,yes,2.944287,3.0,Sometimes,no,2.165605,no,1.723934,0.67321,Sometimes,Public_Transportation,Obesity_Type_II 17603,Female,20.520992,1.792998,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.372058,no,0.11243,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 17604,Female,26.0,1.730199,111.235188,yes,yes,3.0,3.0,Sometimes,no,2.685842,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 17605,Female,19.0,1.63,55.0,yes,no,3.0,3.0,Always,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 17606,Male,24.622054,1.767563,112.409191,yes,yes,1.428289,3.0,Sometimes,no,2.0,no,0.0,1.551934,Sometimes,Public_Transportation,Obesity_Type_II 17607,Male,25.539411,1.835643,117.849351,yes,yes,2.028571,2.120936,Sometimes,no,2.010596,no,1.018158,0.048617,Sometimes,Public_Transportation,Obesity_Type_II 17608,Female,38.098745,1.556789,77.13322,yes,yes,2.020502,3.0,Sometimes,no,1.859089,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17609,Male,18.0,1.74,72.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17610,Female,18.10682,1.609401,82.323954,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.097905,0.0,no,Public_Transportation,Obesity_Type_I 17611,Female,20.0,1.65,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17612,Female,19.783234,1.746411,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.444382,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 17613,Male,18.0,1.78,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17614,Male,20.0,1.72,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 17615,Male,20.0,1.8,75.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17616,Female,18.20634,1.807406,141.799429,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.999836,0.840911,Sometimes,Public_Transportation,Obesity_Type_III 17617,Male,19.637947,1.767485,55.695253,yes,yes,2.0,4.0,Sometimes,no,2.157395,no,2.0,0.0,no,Automobile,Insufficient_Weight 17618,Female,25.966504,1.747962,105.037463,yes,yes,3.0,3.0,Sometimes,no,1.825629,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 17619,Female,26.0,1.62456,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 17620,Female,21.291969,1.719913,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.828861,no,1.618512,0.927341,Sometimes,Public_Transportation,Obesity_Type_III 17621,Male,19.0,1.76,57.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17622,Male,23.384374,1.691303,80.0,yes,yes,2.0,1.630846,Sometimes,no,2.0,no,1.083572,1.157466,Sometimes,Public_Transportation,Overweight_Level_II 17623,Female,25.919571,1.678201,104.593929,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,0.001297,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 17624,Female,18.0,1.63,50.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17625,Female,18.281092,1.7,50.0,yes,yes,2.890535,3.205009,Sometimes,no,1.074048,no,0.891444,1.0,Frequently,Public_Transportation,Insufficient_Weight 17626,Male,17.0,1.8,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17627,Female,26.0,1.641784,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 17628,Female,21.0,1.520862,42.0,no,no,3.0,1.0,Frequently,no,1.538626,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17629,Male,21.0,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 17630,Male,19.816949,1.816298,87.107317,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17631,Female,20.941943,1.640745,66.401407,yes,yes,2.108711,3.0,Sometimes,no,2.653431,no,1.70825,1.59257,Sometimes,Public_Transportation,Overweight_Level_I 17632,Female,26.0,1.649178,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_III 17633,Female,18.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17634,Male,19.0,1.74,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17635,Male,18.0,1.721854,52.514302,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.027433,1.89388,Sometimes,Public_Transportation,Insufficient_Weight 17636,Female,55.0,1.7,78.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 17637,Female,18.0,1.6,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 17638,Male,21.051107,1.65,105.580491,yes,yes,2.630137,3.0,Sometimes,no,1.0,no,0.578074,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17639,Female,26.0,1.624134,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 17640,Male,20.738469,1.824432,93.086419,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.413375,no,Public_Transportation,Obesity_Type_I 17641,Male,39.569004,1.785286,101.482054,yes,yes,2.663866,1.792695,Sometimes,no,2.691322,no,2.545707,0.0,Sometimes,Automobile,Obesity_Type_I 17642,Male,21.0,1.624134,68.85097,no,yes,1.925064,3.322522,Sometimes,no,2.425927,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17643,Female,19.47554,1.58092,44.641796,no,no,2.974006,2.962004,Frequently,no,2.642744,yes,0.782416,0.560351,Sometimes,Public_Transportation,Insufficient_Weight 17644,Female,25.994949,1.642892,104.899348,yes,yes,3.0,3.0,Sometimes,no,1.020313,no,0.001297,0.062167,Sometimes,Public_Transportation,Obesity_Type_III 17645,Male,22.988004,1.792507,99.199287,yes,yes,2.0,1.873484,Sometimes,no,2.0,no,2.148738,1.619473,no,Public_Transportation,Obesity_Type_I 17646,Female,20.323767,1.774207,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.244749,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 17647,Female,26.0,1.627567,110.074946,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 17648,Female,23.0,1.710182,84.191125,yes,yes,2.14128,2.989112,Sometimes,no,2.519841,no,2.11137,0.018877,Sometimes,Public_Transportation,Overweight_Level_II 17649,Female,22.815416,1.716691,51.121749,yes,yes,2.598051,3.0,Sometimes,no,1.651548,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17650,Female,24.444846,1.659557,113.90198,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.001015,0.657221,Sometimes,Public_Transportation,Obesity_Type_III 17651,Female,21.0,1.55,58.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17652,Male,22.0,1.76,96.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 17653,Female,23.0,1.732492,83.785312,yes,yes,2.094184,2.95833,Sometimes,no,2.77962,no,2.230547,0.0,no,Public_Transportation,Obesity_Type_I 17654,Female,20.951084,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.510398,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 17655,Female,26.0,1.643017,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 17656,Female,26.0,1.634894,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.178301,Sometimes,Public_Transportation,Obesity_Type_III 17657,Female,21.0,1.68,60.0,no,yes,2.0,4.0,Frequently,no,3.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 17658,Female,22.735328,1.675562,121.205171,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,1.680844,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 17659,Male,23.0,1.75,95.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 17660,Male,21.0,1.66,62.0,yes,yes,2.0,1.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17661,Female,19.0,1.579561,42.0,no,yes,3.0,1.0,Frequently,no,1.636326,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 17662,Female,33.185661,1.684082,83.0,yes,yes,2.0,1.0,Sometimes,no,1.675733,no,1.0,0.0,no,Automobile,Overweight_Level_II 17663,Male,24.679935,1.756509,120.021161,yes,yes,2.754645,2.9948,Sometimes,no,2.976177,no,1.689525,0.852362,Sometimes,Public_Transportation,Obesity_Type_II 17664,Female,25.96701,1.632193,104.791035,yes,yes,3.0,3.0,Sometimes,no,1.006643,no,0.017804,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 17665,Male,22.874658,1.810215,93.614246,yes,yes,1.893428,2.270546,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17666,Male,18.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17667,Female,25.989938,1.634894,109.931233,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,9.6e-05,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 17668,Male,21.82165,1.717432,75.371244,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.279375,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17669,Female,25.959772,1.642098,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.246831,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 17670,Male,26.490926,1.79858,82.582954,yes,yes,2.661556,3.0,Sometimes,no,2.191401,no,0.979306,1.915818,Sometimes,Public_Transportation,Overweight_Level_II 17671,Female,25.992898,1.610225,109.984263,yes,yes,3.0,3.0,Sometimes,no,2.852254,no,0.008368,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 17672,Male,33.0,1.8,91.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_II 17673,Female,25.524336,1.683502,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 17674,Male,19.0,1.78,64.0,no,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17675,Male,37.872971,1.676014,80.0,yes,yes,2.0,3.0,Sometimes,no,2.001208,no,0.1768,1.224737,no,Automobile,Overweight_Level_II 17676,Male,23.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Normal_Weight 17677,Female,26.0,1.632983,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 17678,Male,26.199321,1.819535,119.081804,yes,yes,1.735664,3.0,Sometimes,no,2.416213,no,1.917383,0.269577,Sometimes,Public_Transportation,Obesity_Type_II 17679,Male,37.186795,1.749405,120.423567,yes,yes,2.974006,3.0,Sometimes,no,1.846626,no,0.690269,0.673408,no,Automobile,Obesity_Type_II 17680,Male,18.0,1.7,86.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17681,Female,20.101026,1.810215,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,1.996487,0.779641,Sometimes,Public_Transportation,Obesity_Type_III 17682,Female,18.94093,1.746416,133.803694,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.343875,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 17683,Male,27.0,1.85,87.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,2.0,Frequently,Public_Transportation,Normal_Weight 17684,Male,19.833682,1.818641,87.861431,yes,yes,2.0,3.0,Sometimes,no,2.964024,no,1.0,0.906247,Sometimes,Public_Transportation,Overweight_Level_I 17685,Female,19.0,1.55,50.0,no,no,1.0,4.0,Frequently,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17686,Male,17.065445,1.856633,59.258372,yes,yes,2.424977,4.0,Sometimes,no,2.740525,no,2.0,0.143675,no,Automobile,Insufficient_Weight 17687,Male,30.200946,1.763582,113.15464,yes,yes,3.0,3.0,Sometimes,no,2.155926,no,1.07672,0.001716,Sometimes,Automobile,Obesity_Type_II 17688,Male,19.179932,1.820643,85.0,yes,yes,2.0,3.0,Sometimes,no,2.977516,no,2.698874,1.890214,no,Public_Transportation,Obesity_Type_I 17689,Female,25.96701,1.62658,105.037203,yes,yes,3.0,3.0,Sometimes,no,1.063422,no,0.029728,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 17690,Female,21.566815,1.656504,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.824559,no,1.206121,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 17691,Female,19.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 17692,Female,19.895877,1.691007,49.815599,no,yes,2.21498,3.986652,Sometimes,no,1.979833,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17693,Female,26.0,1.56,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Normal_Weight 17694,Female,21.962219,1.7,80.749657,yes,yes,2.0,1.077331,Sometimes,no,3.0,no,1.096818,1.541455,Sometimes,Public_Transportation,Overweight_Level_II 17695,Female,18.0,1.65,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 17696,Male,19.241058,1.701413,86.934846,yes,yes,2.204914,4.0,Sometimes,no,2.069257,no,2.405963,0.0,no,Automobile,Obesity_Type_I 17697,Male,18.0,1.72064,51.132809,yes,yes,3.0,3.0,Sometimes,no,1.622214,no,1.067817,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17698,Male,22.0,1.8,87.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17699,Female,20.781751,1.746516,128.667766,yes,yes,3.0,3.0,Sometimes,no,2.796894,no,0.425621,0.827502,Sometimes,Public_Transportation,Obesity_Type_III 17700,Female,19.0,1.65,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17701,Female,19.349258,1.608914,45.0,no,yes,2.591439,3.0,Frequently,no,2.0,yes,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17702,Male,30.610436,1.784049,120.998266,yes,yes,2.499626,3.0,Sometimes,no,2.040952,no,1.538922,0.474216,Sometimes,Automobile,Obesity_Type_II 17703,Male,23.0,1.72,107.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Motorbike,Obesity_Type_I 17704,Female,16.30687,1.617469,67.140367,no,yes,1.362441,3.559841,Sometimes,no,2.0,yes,2.971832,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17705,Male,30.607546,1.76714,111.357062,yes,yes,1.263216,3.0,Sometimes,no,1.28246,no,0.552511,0.0,no,Automobile,Obesity_Type_II 17706,Male,14.0,1.72,71.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 17707,Female,26.0,1.600762,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,0.0,0.453314,Sometimes,Public_Transportation,Obesity_Type_III 17708,Female,21.106056,1.730113,78.434492,yes,yes,1.786841,1.709546,Sometimes,no,2.0,no,0.288032,1.269982,Sometimes,Public_Transportation,Overweight_Level_II 17709,Female,22.935612,1.641209,54.835576,yes,yes,3.0,3.0,Frequently,no,2.651258,no,0.14495,0.128895,no,Public_Transportation,Insufficient_Weight 17710,Male,32.787101,1.702825,103.586342,yes,yes,2.765063,2.415522,Sometimes,no,1.0,no,1.977918,0.0,no,Public_Transportation,Obesity_Type_II 17711,Male,30.825279,1.841989,118.40174,yes,yes,2.44004,2.119682,Sometimes,no,1.028538,no,1.917014,0.0,Sometimes,Automobile,Obesity_Type_II 17712,Female,21.980847,1.62,74.812707,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.71836,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17713,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17714,Male,18.0,1.714508,51.149283,yes,yes,1.947405,3.715118,Sometimes,no,1.490613,no,2.0,1.89388,Sometimes,Public_Transportation,Insufficient_Weight 17715,Male,23.327836,1.825718,121.284533,yes,yes,2.576449,2.574108,Sometimes,no,2.684264,no,1.170537,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 17716,Male,28.704462,1.854162,119.434645,yes,yes,2.913486,3.0,Sometimes,no,2.014194,no,1.999564,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 17717,Male,23.0,1.63,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17718,Female,20.0,1.65,58.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17719,Female,23.0,1.58,59.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17720,Female,22.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17721,Female,23.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 17722,Male,34.821442,1.668553,102.003378,yes,yes,2.997951,2.372339,Sometimes,no,1.0,no,1.979355,0.0,no,Public_Transportation,Obesity_Type_II 17723,Male,17.0,1.7,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 17724,Female,38.0,1.5,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 17725,Female,20.0,1.6,65.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17726,Female,24.0,1.56,58.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 17727,Male,25.816445,1.855779,117.398976,yes,yes,2.630137,3.0,Sometimes,no,2.386904,no,1.285898,0.290898,Sometimes,Public_Transportation,Obesity_Type_II 17728,Female,25.0,1.6,60.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 17729,Male,36.67933,1.762921,119.117122,yes,yes,2.585942,3.0,Sometimes,no,2.145368,no,0.597863,0.0,Sometimes,Automobile,Obesity_Type_II 17730,Female,26.0,1.611462,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.00705,0.228598,Sometimes,Public_Transportation,Obesity_Type_III 17731,Male,29.246269,1.758382,112.010504,yes,yes,1.387489,3.0,Sometimes,no,2.022933,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 17732,Male,20.825962,1.782756,102.872505,yes,yes,2.0,3.0,Sometimes,no,2.654078,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17733,Male,21.620245,1.835678,95.0,yes,yes,2.146598,2.683061,Sometimes,no,2.0,no,1.505775,1.743319,Sometimes,Public_Transportation,Overweight_Level_II 17734,Female,25.918524,1.594776,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.549617,no,0.030541,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 17735,Female,18.0,1.704167,50.165754,yes,yes,2.512719,3.0,Sometimes,no,1.0,no,0.130417,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17736,Female,20.975973,1.809871,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.304716,no,0.994592,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 17737,Female,26.0,1.624134,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.0,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 17738,Female,37.524551,1.567915,76.129784,yes,yes,2.0,3.0,Sometimes,no,1.569082,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17739,Female,26.0,1.640741,110.970479,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 17740,Female,26.0,1.62439,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 17741,Female,25.492855,1.669039,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,0.224482,0.823069,Sometimes,Public_Transportation,Obesity_Type_III 17742,Female,25.954511,1.664622,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.001015,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 17743,Female,26.0,1.638075,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.0,0.41322,Sometimes,Public_Transportation,Obesity_Type_III 17744,Female,18.301773,1.763029,113.774198,yes,yes,2.0,3.0,Sometimes,no,2.297896,no,1.0,1.596562,Sometimes,Public_Transportation,Obesity_Type_I 17745,Male,24.825398,1.82559,120.860386,yes,yes,2.906269,3.0,Sometimes,no,2.825629,no,1.628637,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17746,Female,21.0,1.62,70.0,yes,yes,2.0,1.0,Always,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 17747,Female,20.951084,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.676269,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 17748,Female,18.367481,1.666194,126.798173,yes,yes,3.0,3.0,Sometimes,no,1.146595,no,1.419473,0.726118,Sometimes,Public_Transportation,Obesity_Type_III 17749,Male,26.0,1.789193,112.875283,yes,yes,1.878251,3.0,Sometimes,no,2.152736,no,0.0,0.552665,Sometimes,Automobile,Obesity_Type_II 17750,Female,19.0,1.751067,78.030383,yes,yes,2.737762,3.0,Sometimes,no,1.745959,no,0.856119,0.864583,Sometimes,Public_Transportation,Overweight_Level_I 17751,Female,41.743333,1.65,79.109029,yes,yes,3.0,2.977909,Sometimes,no,2.893062,no,1.796779,0.707246,Sometimes,Automobile,Overweight_Level_II 17752,Female,18.729566,1.566501,41.706283,no,yes,2.658112,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17753,Male,31.627962,1.70653,102.784864,yes,yes,2.9553,2.938902,Sometimes,no,1.0,no,1.856119,0.0,Sometimes,Automobile,Obesity_Type_II 17754,Female,19.0,1.62,45.0,yes,no,3.0,3.0,Frequently,no,2.0,yes,0.0,0.0,no,Public_Transportation,Insufficient_Weight 17755,Male,18.0,1.71,71.0,no,yes,3.0,3.0,Sometimes,yes,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17756,Female,21.210732,1.789555,136.516648,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,1.094839,0.918468,Sometimes,Public_Transportation,Obesity_Type_III 17757,Male,21.872484,1.73196,78.790936,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.315983,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17758,Female,21.95994,1.483284,62.903938,yes,no,2.0,2.37985,Sometimes,no,1.853991,no,0.107981,0.93648,no,Public_Transportation,Overweight_Level_II 17759,Female,27.899784,1.780846,78.88036,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.865851,Frequently,Automobile,Overweight_Level_II 17760,Male,23.826684,1.824449,121.205171,yes,yes,2.938616,2.791366,Sometimes,no,1.344539,no,0.868721,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17761,Male,25.036269,1.758618,113.235538,yes,yes,1.036159,3.0,Sometimes,no,2.003563,no,1.000227,0.0026,Sometimes,Automobile,Obesity_Type_II 17762,Male,18.0,1.72,71.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Automobile,Normal_Weight 17763,Male,27.266287,1.819535,119.081804,yes,yes,2.262292,2.358455,Sometimes,no,2.357969,no,0.885633,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17764,Female,21.413642,1.708291,135.259033,yes,yes,3.0,3.0,Sometimes,no,1.411365,no,1.912981,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 17765,Male,20.491475,1.777251,52.069992,yes,yes,1.650505,3.715118,Sometimes,no,2.0,no,0.82666,1.0,no,Public_Transportation,Insufficient_Weight 17766,Male,17.971574,1.769499,99.860254,yes,yes,2.0,1.418985,Sometimes,no,2.0,no,0.14495,1.0,no,Public_Transportation,Overweight_Level_II 17767,Male,23.0,1.62,83.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17768,Male,26.740655,1.848294,118.26569,yes,yes,2.191108,2.57038,Sometimes,no,2.145368,no,0.82666,0.0,Sometimes,Automobile,Obesity_Type_II 17769,Female,26.0,1.624134,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.702789,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 17770,Female,20.0,1.752265,54.877111,yes,yes,3.0,3.098399,Frequently,no,2.004126,no,1.838881,2.0,no,Public_Transportation,Insufficient_Weight 17771,Female,23.0,1.65,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17772,Female,23.0,1.6,55.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 17773,Female,21.695892,1.668931,121.527369,yes,yes,3.0,3.0,Sometimes,no,1.959777,no,1.46782,0.31794,Sometimes,Public_Transportation,Obesity_Type_III 17774,Female,26.0,1.632896,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.714949,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 17775,Male,23.0,1.74,105.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 17776,Male,25.907833,1.823765,107.482662,yes,yes,2.0,1.0,Sometimes,no,2.039514,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17777,Male,25.834018,1.754217,117.384745,yes,yes,2.159033,3.0,Sometimes,no,2.101841,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17778,Female,18.0,1.58,53.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17779,Male,34.098174,1.771817,79.437921,yes,yes,2.0,1.924168,Sometimes,no,3.0,no,1.827506,0.0,Frequently,Automobile,Overweight_Level_I 17780,Female,16.913841,1.751688,50.0,yes,yes,2.444599,3.563744,Sometimes,no,1.83412,no,1.903182,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17781,Male,24.63474,1.77558,121.205171,yes,yes,2.906269,2.806341,Sometimes,no,2.305574,no,1.061743,0.36037,Sometimes,Public_Transportation,Obesity_Type_II 17782,Male,22.0,1.67,67.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_I 17783,Female,22.906886,1.573816,43.919835,no,no,3.0,1.317884,Sometimes,no,1.0,yes,0.874643,0.038253,no,Public_Transportation,Insufficient_Weight 17784,Female,21.682636,1.746411,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.577824,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 17785,Male,21.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17786,Male,18.0,1.719827,52.289828,no,yes,2.0,1.924168,Sometimes,no,1.0,no,0.520407,1.972926,Sometimes,Public_Transportation,Insufficient_Weight 17787,Male,18.0,1.62,70.0,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17788,Male,26.699317,1.829757,103.017623,yes,yes,2.939727,1.134042,Sometimes,no,1.0,no,0.854337,0.0,no,Public_Transportation,Obesity_Type_II 17789,Female,26.0,1.641918,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.0,0.20281,Sometimes,Public_Transportation,Obesity_Type_III 17790,Female,24.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17791,Female,26.0,1.641132,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.503896,Sometimes,Public_Transportation,Obesity_Type_III 17792,Female,21.731497,1.729719,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,1.429256,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 17793,Male,21.0,1.75,75.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17794,Male,17.0,1.7,83.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Overweight_Level_II 17795,Male,21.652229,1.700181,75.057177,yes,yes,2.021446,3.546352,Sometimes,no,1.453626,no,0.992717,0.096982,Sometimes,Public_Transportation,Overweight_Level_I 17796,Male,24.0,1.75,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 17797,Male,20.0,1.85,45.0,no,yes,3.0,3.0,Always,no,1.0,no,1.0,0.0,no,Motorbike,Insufficient_Weight 17798,Female,23.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17799,Male,30.242597,1.849601,93.310284,yes,yes,2.0,2.993623,Sometimes,no,1.0,no,1.083572,1.015467,Sometimes,Public_Transportation,Overweight_Level_II 17800,Female,18.0,1.7,50.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17801,Female,20.0,1.6,68.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 17802,Male,22.061461,1.84995,121.094257,yes,yes,2.684335,3.0,Sometimes,no,1.591425,no,1.993666,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17803,Male,17.0,1.79,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17804,Male,33.749594,1.644751,103.970612,yes,yes,2.0,2.270546,Sometimes,no,1.0,no,2.787319,0.0,no,Public_Transportation,Obesity_Type_I 17805,Male,23.0,1.65,85.0,yes,yes,2.997951,3.0,Sometimes,no,2.994515,no,2.545707,0.009254,no,Public_Transportation,Overweight_Level_II 17806,Male,24.475242,1.76714,120.872294,yes,yes,2.195964,3.0,Sometimes,no,2.976229,no,1.981154,0.36037,Sometimes,Public_Transportation,Obesity_Type_II 17807,Female,22.851773,1.611434,82.0,yes,yes,1.081585,3.0,Sometimes,no,2.0,no,0.0,1.415536,Sometimes,Public_Transportation,Obesity_Type_I 17808,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17809,Female,25.986368,1.640745,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.926995,no,0.045246,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 17810,Male,24.145295,1.77558,120.702935,yes,yes,2.341999,3.0,Sometimes,no,2.144838,no,0.767013,0.366126,Sometimes,Public_Transportation,Obesity_Type_II 17811,Male,18.0,1.78,64.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17812,Male,33.690239,1.730182,84.451423,yes,yes,2.117121,3.0,Sometimes,no,2.60669,no,0.897562,0.990741,no,Automobile,Overweight_Level_II 17813,Male,21.963787,1.812259,105.800158,yes,yes,2.0,3.0,Sometimes,no,2.977516,no,2.429923,1.597608,no,Public_Transportation,Obesity_Type_I 17814,Male,30.002029,1.606066,100.004418,yes,yes,2.910733,2.463113,Sometimes,no,1.003563,no,1.006884,1.432336,Sometimes,Public_Transportation,Obesity_Type_II 17815,Male,22.582371,1.730199,96.032209,yes,yes,2.0,2.960131,Sometimes,no,2.654702,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 17816,Male,26.957645,1.764166,117.57457,yes,yes,2.108638,3.0,Sometimes,no,2.976177,no,1.983265,0.0,no,Public_Transportation,Obesity_Type_II 17817,Female,21.997683,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,1.029703,no,0.045651,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17818,Male,26.947786,1.825449,120.399758,yes,yes,2.23372,3.0,Sometimes,no,2.715252,no,0.885633,0.939726,Sometimes,Public_Transportation,Obesity_Type_II 17819,Male,27.394123,1.767077,112.287678,yes,yes,1.492834,3.0,Sometimes,no,2.154326,no,0.838739,0.0,Sometimes,Automobile,Obesity_Type_II 17820,Male,24.0,1.8,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 17821,Male,18.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17822,Female,26.0,1.627818,110.621723,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,0.0,0.438216,Sometimes,Public_Transportation,Obesity_Type_III 17823,Female,23.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 17824,Male,31.540751,1.816783,91.495718,yes,yes,2.0,2.698883,Sometimes,no,2.035104,no,0.598438,0.017016,Sometimes,Automobile,Overweight_Level_II 17825,Female,26.0,1.622418,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 17826,Male,23.0,1.792687,90.0,yes,yes,2.0,1.802305,Sometimes,no,1.977801,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17827,Female,38.384177,1.554728,80.761409,yes,yes,2.0,2.973504,Sometimes,no,1.675733,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 17828,Female,26.0,1.618573,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.029728,0.383953,Sometimes,Public_Transportation,Obesity_Type_III 17829,Male,24.0409,1.770126,112.287678,yes,yes,1.570089,3.0,Sometimes,no,2.0,no,1.68249,0.15171,Sometimes,Public_Transportation,Obesity_Type_II 17830,Male,18.0,1.79,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17831,Female,23.0,1.72,78.0,yes,no,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17832,Male,30.717727,1.721384,83.986895,yes,yes,2.0,1.9154,Sometimes,no,1.0,no,0.986414,0.0,Sometimes,Automobile,Overweight_Level_II 17833,Female,25.940153,1.621167,108.019211,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.005939,0.652485,Sometimes,Public_Transportation,Obesity_Type_III 17834,Female,40.0,1.7,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 17835,Male,21.0,1.85,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17836,Female,26.0,1.62495,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 17837,Female,26.0,1.610327,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 17838,Male,22.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17839,Female,26.0,1.623812,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 17840,Male,22.754646,1.750085,120.8158,yes,yes,2.247795,3.0,Sometimes,no,2.715572,no,0.878414,0.739006,Sometimes,Public_Transportation,Obesity_Type_II 17841,Female,21.0,1.52,44.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 17842,Female,26.0,1.748524,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 17843,Female,21.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 17844,Female,40.0,1.55,62.211572,yes,yes,2.571274,3.832911,Sometimes,no,2.574073,no,0.966973,0.403694,Sometimes,Automobile,Overweight_Level_I 17845,Female,40.654155,1.561109,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17846,Female,38.492444,1.556789,77.205685,yes,yes,2.0,2.608055,Sometimes,no,2.76382,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 17847,Male,21.72127,1.717601,82.039,yes,yes,1.142468,3.0,Sometimes,no,2.0,no,0.926201,1.922364,Sometimes,Public_Transportation,Overweight_Level_II 17848,Female,23.0,1.65,66.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17849,Female,18.0,1.6,82.0,yes,yes,1.031149,3.0,Sometimes,no,1.002292,no,0.215187,1.0,no,Public_Transportation,Obesity_Type_I 17850,Male,23.0,1.65,90.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 17851,Male,17.0,1.7,78.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17852,Male,30.200946,1.877732,124.269251,yes,yes,2.901924,3.0,Sometimes,no,2.357978,no,1.076926,0.735868,Sometimes,Public_Transportation,Obesity_Type_II 17853,Male,20.0,1.66,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 17854,Female,18.0,1.62,55.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17855,Female,27.0,1.53,65.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17856,Female,19.0,1.65,49.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 17857,Female,18.549437,1.74402,50.0,no,yes,1.0,3.725797,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17858,Male,33.0,1.65,85.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17859,Female,19.269079,1.660446,49.804245,no,yes,3.0,3.566082,Frequently,no,2.425927,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17860,Female,25.930376,1.694726,104.947703,yes,yes,3.0,3.0,Sometimes,no,1.459511,no,0.069802,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 17861,Female,20.254534,1.527133,41.324558,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.393838,Sometimes,Public_Transportation,Insufficient_Weight 17862,Female,22.0,1.61,81.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17863,Female,21.837996,1.748524,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.536555,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 17864,Male,21.380336,1.733875,75.920519,yes,yes,2.203962,3.0,Sometimes,no,2.0,no,0.994422,1.509831,Sometimes,Public_Transportation,Overweight_Level_I 17865,Female,19.673262,1.782714,49.603807,no,yes,3.0,4.0,Frequently,no,2.875583,no,1.25955,0.560887,Sometimes,Public_Transportation,Insufficient_Weight 17866,Female,16.0,1.65,66.0,yes,yes,3.0,3.0,Always,no,3.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 17867,Male,33.0,1.84,113.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Walking,Obesity_Type_II 17868,Female,22.591439,1.73581,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,1.501754,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 17869,Female,22.889099,1.699464,82.0,yes,yes,2.0,2.656588,Sometimes,no,2.068834,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17870,Male,21.679158,1.730167,98.182498,yes,yes,2.0,2.918124,Sometimes,no,2.0,no,2.64102,1.73107,no,Public_Transportation,Obesity_Type_I 17871,Male,30.475248,1.786997,118.183797,yes,yes,1.617093,3.0,Sometimes,no,2.067741,no,0.647632,1.041677,Sometimes,Public_Transportation,Obesity_Type_II 17872,Male,22.0,1.68,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 17873,Male,25.136116,1.761068,118.332966,yes,yes,2.737149,3.0,Sometimes,no,1.846754,no,0.958555,0.164457,Sometimes,Public_Transportation,Obesity_Type_II 17874,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 17875,Female,25.919571,1.64603,104.741914,yes,yes,3.0,3.0,Sometimes,no,1.030501,no,0.143955,0.738935,Sometimes,Public_Transportation,Obesity_Type_III 17876,Male,34.576714,1.784402,92.368359,yes,yes,2.0,1.792695,Sometimes,no,2.702789,no,0.0,0.905181,Sometimes,Automobile,Overweight_Level_II 17877,Female,24.475242,1.65,77.033049,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.692343,no,Public_Transportation,Overweight_Level_II 17878,Female,21.0,1.54,49.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 17879,Male,22.0,1.65,66.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Normal_Weight 17880,Male,25.722004,1.854162,120.898397,yes,yes,2.9553,3.0,Sometimes,no,2.766626,no,1.097983,0.14451,Sometimes,Public_Transportation,Obesity_Type_II 17881,Female,26.0,1.62456,105.826776,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 17882,Female,38.542937,1.562889,77.74518,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.124977,no,Automobile,Overweight_Level_II 17883,Female,17.065445,1.758959,50.0,yes,yes,1.585183,3.0,Sometimes,no,1.844645,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17884,Female,21.123048,1.586895,43.087508,no,no,2.00876,3.590039,Frequently,no,1.0,no,1.943743,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17885,Male,20.976842,1.769933,120.549592,yes,yes,2.633855,3.0,Sometimes,no,2.042073,no,1.420675,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17886,Male,22.814657,1.662728,89.068227,yes,yes,1.947405,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17887,Female,19.0,1.76,50.0,yes,yes,1.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17888,Male,30.315784,1.707968,100.642257,yes,yes,2.871137,3.0,Sometimes,no,1.0,no,1.926381,0.360986,no,Automobile,Obesity_Type_II 17889,Male,18.0,1.791867,108.742005,yes,yes,2.0,3.0,Sometimes,no,2.967064,no,1.0,0.548539,no,Public_Transportation,Obesity_Type_I 17890,Female,26.0,1.632983,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 17891,Female,37.0,1.67,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 17892,Male,33.451595,1.709731,83.952968,yes,yes,2.0,1.134321,Sometimes,no,3.0,no,1.505775,0.0,no,Automobile,Overweight_Level_II 17893,Female,26.0,1.642892,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.192559,0.393938,Sometimes,Public_Transportation,Obesity_Type_III 17894,Male,22.988004,1.868931,121.065052,yes,yes,2.499626,3.0,Sometimes,no,1.484938,no,0.74225,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17895,Male,23.319635,1.859717,121.244969,yes,yes,3.0,2.695396,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17896,Female,19.749627,1.715597,49.838965,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17897,Male,18.0,1.844218,58.913579,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.281541,no,Automobile,Insufficient_Weight 17898,Female,22.865018,1.68838,121.639178,yes,yes,3.0,3.0,Sometimes,no,1.49681,no,1.46361,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 17899,Female,19.872667,1.817231,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.305521,no,1.956278,0.939665,Sometimes,Public_Transportation,Obesity_Type_III 17900,Male,32.241587,1.739457,103.841672,yes,yes,2.766612,2.13229,Sometimes,no,1.0,no,1.699181,0.0,Sometimes,Automobile,Obesity_Type_II 17901,Male,23.0,1.62,70.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17902,Male,18.128249,1.689441,51.107925,yes,yes,2.703436,3.0,Sometimes,no,1.0,no,1.931829,0.797215,Sometimes,Public_Transportation,Insufficient_Weight 17903,Male,23.0,1.75,76.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17904,Female,26.0,1.611462,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 17905,Female,18.0,1.743841,53.65727,yes,yes,2.843456,3.179995,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17906,Female,18.0,1.65,86.0,yes,yes,3.0,3.0,Always,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 17907,Female,18.0,1.61,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17908,Male,21.0,1.68,67.0,yes,yes,3.0,3.0,Sometimes,yes,1.0,no,1.0,0.0,Sometimes,Walking,Normal_Weight 17909,Male,23.0,1.71,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 17910,Male,30.0,1.78,78.0,yes,yes,1.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17911,Male,38.523646,1.782756,98.699971,yes,yes,2.650629,1.578521,Sometimes,no,2.654078,no,2.697949,0.0,Frequently,Automobile,Obesity_Type_I 17912,Male,23.0,1.7,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17913,Female,21.501721,1.73581,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.612741,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 17914,Male,23.426036,1.818848,122.813033,yes,yes,3.0,2.806298,Sometimes,no,1.241378,no,1.230219,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17915,Male,29.891473,1.909105,129.013178,yes,yes,2.041376,3.0,Sometimes,no,1.322048,no,1.392026,0.731213,Sometimes,Public_Transportation,Obesity_Type_II 17916,Female,27.0,1.55,62.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17917,Male,23.0,1.8,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17918,Male,23.0,1.8,83.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 17919,Female,26.0,1.65,73.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 17920,Female,21.0,1.68,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17921,Male,17.420269,1.74656,99.630944,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.283673,no,Public_Transportation,Obesity_Type_I 17922,Female,26.0,1.618867,110.0,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 17923,Female,19.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 17924,Female,18.0,1.65,51.5,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17925,Male,31.205668,1.757132,118.382361,yes,yes,2.9553,3.0,Sometimes,no,2.240463,no,0.863158,1.333559,Sometimes,Automobile,Obesity_Type_II 17926,Female,26.0,1.632193,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 17927,Male,17.412629,1.744733,50.0,no,yes,2.0,3.0,Sometimes,no,1.095134,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17928,Male,18.0,1.782722,108.044313,yes,yes,2.0,2.655265,Sometimes,no,2.978465,no,1.0,0.552665,no,Public_Transportation,Obesity_Type_I 17929,Male,19.0,1.8,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 17930,Female,37.974483,1.682253,83.014033,yes,yes,2.3307,2.812283,Sometimes,no,1.0,no,0.545931,0.0,no,Automobile,Overweight_Level_II 17931,Male,18.0,1.773664,55.523481,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17932,Male,21.0,1.76,102.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 17933,Male,17.0,1.76,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 17934,Male,23.0,1.72,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17935,Male,32.278869,1.789099,116.157766,yes,yes,1.108663,1.73762,Sometimes,no,2.0,no,0.64235,0.0,no,Automobile,Obesity_Type_II 17936,Female,18.0,1.54,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17937,Female,25.919571,1.545196,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.815509,1.0647,Sometimes,Public_Transportation,Obesity_Type_III 17938,Female,20.601222,1.748533,128.114161,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,1.427413,0.873936,Sometimes,Public_Transportation,Obesity_Type_III 17939,Female,25.982261,1.644199,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.556068,no,0.933595,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 17940,Male,23.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 17941,Female,16.30687,1.699568,45.0,no,yes,3.0,2.701689,Sometimes,no,2.379275,no,0.94224,0.0,Sometimes,Public_Transportation,Insufficient_Weight 17942,Female,19.885655,1.55,72.467862,yes,no,2.0,3.179995,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 17943,Male,18.0,1.72,64.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17944,Female,21.0,1.52,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 17945,Male,23.807181,1.829971,120.337664,yes,yes,2.549782,2.791366,Sometimes,no,2.543841,no,1.783138,0.196952,Sometimes,Public_Transportation,Obesity_Type_II 17946,Female,21.412434,1.780731,135.346677,yes,yes,3.0,3.0,Sometimes,no,2.699675,no,1.425712,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 17947,Female,18.0,1.716521,50.0,no,yes,1.031149,3.0,Sometimes,no,2.0,no,0.143955,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17948,Male,22.18881,1.770324,97.959899,yes,yes,2.0,2.667711,Sometimes,no,2.828861,no,1.609938,1.972926,no,Public_Transportation,Obesity_Type_I 17949,Male,26.945139,1.75596,118.40174,yes,yes,2.191429,3.0,Sometimes,no,2.84174,no,0.647632,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 17950,Female,18.611197,1.719913,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.685842,no,0.8554,0.968151,Sometimes,Public_Transportation,Obesity_Type_III 17951,Female,18.0,1.63,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 17952,Female,19.226314,1.749118,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.858389,no,1.465931,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 17953,Female,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 17954,Male,24.0,1.8,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 17955,Female,25.0,1.62,70.0,yes,yes,2.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17956,Female,26.0,1.65782,111.95611,yes,yes,3.0,3.0,Sometimes,yes,2.777557,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 17957,Female,26.0,1.65,61.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 17958,Male,29.883021,1.762921,128.148108,yes,yes,2.684335,3.0,Sometimes,no,2.471721,no,1.07672,0.673408,Sometimes,Public_Transportation,Obesity_Type_II 17959,Female,25.955014,1.570811,62.211572,no,yes,2.580872,3.0,Sometimes,no,2.180566,no,0.0,0.071028,Sometimes,Public_Transportation,Overweight_Level_I 17960,Male,21.18354,1.72,80.555875,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 17961,Female,20.392665,1.463167,74.803157,yes,no,2.286481,1.077331,Sometimes,no,1.759352,no,0.679935,0.686529,Sometimes,Public_Transportation,Overweight_Level_II 17962,Female,19.955257,1.679877,74.812707,yes,no,2.0,3.0,Sometimes,no,2.118716,no,1.94984,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17963,Male,21.0,1.62,70.0,no,yes,2.0,1.0,Always,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17964,Female,25.955014,1.611462,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,0.0,0.16779,Sometimes,Public_Transportation,Obesity_Type_III 17965,Female,18.0,1.72,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 17966,Female,26.0,1.609401,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 17967,Male,21.0,1.71,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 17968,Female,26.0,1.624134,110.10589,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.0,0.447224,Sometimes,Public_Transportation,Obesity_Type_III 17969,Female,22.906886,1.874519,53.65727,yes,yes,2.821727,3.590039,Frequently,no,2.482294,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 17970,Male,24.001685,1.606066,98.490766,yes,yes,2.736647,2.99321,Sometimes,no,2.0,no,1.92628,0.133566,Sometimes,Public_Transportation,Obesity_Type_II 17971,Male,30.684347,1.76414,130.986338,yes,yes,2.962415,3.0,Sometimes,no,1.165408,no,0.0,0.413663,Sometimes,Public_Transportation,Obesity_Type_II 17972,Female,25.95774,1.62414,110.10589,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.030541,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 17973,Male,38.10894,1.751688,80.0,yes,yes,2.0,1.92822,Sometimes,no,2.972426,no,2.542415,1.480875,Sometimes,Automobile,Obesity_Type_I 17974,Male,30.163408,1.776347,112.287678,yes,yes,1.492834,3.0,Sometimes,no,2.0,no,0.979306,0.028583,Sometimes,Automobile,Obesity_Type_II 17975,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 17976,Male,23.0,1.773664,105.359688,yes,yes,2.0,3.0,Sometimes,no,2.042073,no,0.027101,1.529423,Sometimes,Public_Transportation,Obesity_Type_I 17977,Male,20.0,1.75,105.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 17978,Male,29.881301,1.909198,129.874864,yes,yes,2.23372,3.0,Sometimes,no,1.11756,no,1.68249,0.0,Sometimes,Public_Transportation,Obesity_Type_II 17979,Female,26.0,1.640606,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 17980,Female,28.0,1.54,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 17981,Female,19.0,1.63,62.0,no,no,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,no,Automobile,Overweight_Level_I 17982,Male,22.977357,1.752265,95.361795,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 17983,Male,26.957645,1.817231,120.202596,yes,yes,3.0,3.0,Sometimes,no,2.966647,no,1.624981,0.447224,Sometimes,Public_Transportation,Obesity_Type_II 17984,Female,39.0,1.55,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 17985,Male,18.0,1.79,108.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 17986,Female,26.0,1.640745,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 17987,Male,20.0,1.86,105.0,yes,yes,2.0,4.0,Frequently,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 17988,Male,30.722801,1.666023,90.0,yes,yes,2.0,3.0,Sometimes,no,1.771198,no,0.0,0.616045,Sometimes,Automobile,Obesity_Type_I 17989,Female,20.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 17990,Female,22.283082,1.633675,87.344156,yes,yes,2.288604,1.0,Sometimes,no,2.0,no,2.0,1.261043,Sometimes,Public_Transportation,Obesity_Type_I 17991,Male,24.825393,1.774775,120.644178,yes,yes,2.653721,2.993084,Sometimes,no,2.0,no,1.612741,0.704637,Sometimes,Public_Transportation,Obesity_Type_II 17992,Female,19.483036,1.53777,42.0,no,yes,3.0,1.0,Frequently,no,1.387531,no,0.0,0.478676,Sometimes,Public_Transportation,Insufficient_Weight 17993,Male,24.481032,1.882779,91.059595,yes,yes,1.979944,2.491315,Sometimes,no,1.825629,no,1.0,0.153559,Sometimes,Public_Transportation,Overweight_Level_II 17994,Female,25.994949,1.626179,104.846817,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.062932,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 17995,Male,27.0,1.8,99.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 17996,Male,30.686701,1.868127,123.172214,yes,yes,2.585942,3.0,Sometimes,no,2.302506,no,0.641954,0.186414,Sometimes,Public_Transportation,Obesity_Type_II 17997,Female,21.0,1.6,63.0,yes,yes,2.0,1.0,Always,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 17998,Female,17.0,1.56,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 17999,Female,23.0,1.65,85.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 18000,Male,20.0,1.76,72.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18001,Female,21.0285,1.741377,54.877111,yes,yes,3.0,3.0,Frequently,no,2.64548,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18002,Male,21.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18003,Female,23.0,1.58,58.0,yes,yes,2.0,4.0,Always,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 18004,Male,23.090215,1.714253,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.819661,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18005,Male,33.752916,1.877732,96.679131,yes,yes,2.333503,1.0,Sometimes,no,2.0,no,1.96582,0.0,Sometimes,Automobile,Overweight_Level_I 18006,Male,30.627962,1.859717,125.418548,yes,yes,2.57649,3.0,Sometimes,no,2.357969,no,1.999836,0.6454,Sometimes,Public_Transportation,Obesity_Type_II 18007,Male,17.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Automobile,Overweight_Level_II 18008,Male,40.0,1.76,109.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Motorbike,Obesity_Type_II 18009,Male,23.0,1.767563,55.523481,yes,yes,2.0,3.0,Sometimes,no,2.035954,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18010,Male,18.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18011,Male,21.0,1.7,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18012,Female,23.0,1.7,50.0,no,yes,3.0,4.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18013,Male,30.870724,1.758372,112.348722,yes,yes,1.924632,3.0,Sometimes,no,2.530035,no,0.919388,0.0,Sometimes,Automobile,Obesity_Type_II 18014,Female,40.0,1.55,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 18015,Female,20.244359,1.53161,41.706283,no,yes,2.720701,1.0,Frequently,no,1.0,no,0.819682,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18016,Female,25.992898,1.629442,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.530508,no,0.0,0.686529,Sometimes,Public_Transportation,Obesity_Type_III 18017,Female,21.0,1.623377,68.981403,no,yes,1.031149,3.654061,no,no,2.874336,yes,1.838881,0.273882,Sometimes,Public_Transportation,Overweight_Level_I 18018,Female,29.669219,1.650012,89.496905,yes,yes,2.971574,1.971472,Sometimes,no,1.879381,no,1.874662,0.0,Sometimes,Automobile,Obesity_Type_I 18019,Female,16.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18020,Male,29.32038,1.8,112.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 18021,Male,18.0,1.787379,51.314659,no,yes,2.0,3.0,Sometimes,no,1.426874,no,2.0,1.59405,Sometimes,Public_Transportation,Insufficient_Weight 18022,Female,18.0,1.7,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 18023,Male,25.036269,1.763101,113.089716,yes,yes,1.264234,3.0,Sometimes,no,2.049079,no,1.584272,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 18024,Female,21.656907,1.72692,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,1.728332,0.852362,Sometimes,Public_Transportation,Obesity_Type_III 18025,Female,26.0,1.642098,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.608128,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 18026,Male,24.098035,1.786758,118.114184,yes,yes,1.963965,3.0,Sometimes,no,2.194746,no,0.74225,0.931721,Sometimes,Public_Transportation,Obesity_Type_II 18027,Male,36.0,1.7,90.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Frequently,Automobile,Obesity_Type_I 18028,Female,23.335391,1.699354,80.749657,yes,yes,2.0,2.050121,Sometimes,no,2.0,no,0.0,1.509831,Sometimes,Public_Transportation,Overweight_Level_I 18029,Male,26.015448,1.644751,104.846817,yes,yes,2.549782,1.014916,Sometimes,no,1.0,no,0.902095,1.59405,no,Public_Transportation,Obesity_Type_II 18030,Female,22.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 18031,Male,18.0,1.7,51.437985,yes,yes,2.919751,3.0,Sometimes,no,1.751723,no,1.162519,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18032,Female,26.0,1.641132,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 18033,Male,25.311534,1.753081,113.451224,yes,yes,3.0,3.0,Sometimes,no,2.987718,no,1.0,0.632467,Sometimes,Public_Transportation,Obesity_Type_II 18034,Male,22.0,1.72,72.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18035,Male,21.0,1.74,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18036,Female,35.0,1.65,77.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 18037,Female,39.213399,1.560199,80.0,yes,yes,2.559571,1.237454,Sometimes,no,1.972074,no,1.91108,0.0,Sometimes,Automobile,Obesity_Type_I 18038,Female,21.81119,1.746061,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.536555,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 18039,Male,24.693108,1.707768,75.399191,yes,yes,3.0,3.0,Sometimes,no,2.765593,no,0.922014,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18040,Female,18.0,1.68,90.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18041,Female,23.0,1.719509,51.524444,yes,yes,1.133844,3.0,Frequently,no,1.0,no,0.966617,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18042,Male,24.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 18043,Male,22.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 18044,Female,20.406066,1.580964,41.695295,no,yes,2.740633,1.0,Frequently,no,2.0,no,0.0,0.76906,Sometimes,Public_Transportation,Insufficient_Weight 18045,Female,22.0,1.67,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18046,Female,16.0,1.7,45.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,2.0,no,Walking,Insufficient_Weight 18047,Female,26.0,1.640741,111.986611,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 18048,Male,25.2984,1.75015,115.382519,yes,yes,1.94313,3.0,Sometimes,no,2.111908,no,1.562213,0.707494,Sometimes,Public_Transportation,Obesity_Type_II 18049,Female,18.469086,1.54279,41.452385,no,yes,2.592247,1.077331,Sometimes,no,1.696691,no,1.0,1.672508,Sometimes,Public_Transportation,Insufficient_Weight 18050,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Automobile,Overweight_Level_I 18051,Female,23.254934,1.589027,80.555875,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 18052,Male,22.0,1.75,112.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Obesity_Type_II 18053,Female,25.524336,1.668537,104.578255,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.165422,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 18054,Male,25.0,1.66,66.0,no,yes,3.0,3.0,Always,no,1.0,no,0.0,2.0,no,Automobile,Normal_Weight 18055,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 18056,Male,35.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 18057,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Frequently,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18058,Male,55.022494,1.658202,80.749657,yes,yes,2.0,2.993623,Sometimes,no,1.0,no,0.935217,0.0,Sometimes,Automobile,Overweight_Level_II 18059,Male,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,1.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18060,Female,18.0,1.694969,51.692272,no,yes,2.927409,3.0,Sometimes,no,1.83412,no,0.533309,1.099764,Sometimes,Public_Transportation,Insufficient_Weight 18061,Male,30.553097,1.702825,102.583895,yes,yes,2.407817,3.0,Sometimes,no,1.0,no,1.162519,0.0,no,Public_Transportation,Obesity_Type_II 18062,Female,26.0,1.633887,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 18063,Female,21.682636,1.737313,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.92628,0.937492,Sometimes,Public_Transportation,Obesity_Type_III 18064,Female,26.0,1.63302,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.675567,no,0.0,0.232108,Sometimes,Public_Transportation,Obesity_Type_III 18065,Female,26.0,1.623514,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 18066,Male,30.551762,1.756221,112.932984,yes,yes,2.392665,3.0,Sometimes,no,2.01051,no,0.0,1.112489,Sometimes,Automobile,Obesity_Type_II 18067,Male,31.327609,1.869098,129.874864,yes,yes,2.9673,3.0,Sometimes,yes,2.869234,no,1.058378,0.908836,Sometimes,Public_Transportation,Obesity_Type_II 18068,Female,21.413642,1.751038,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,1.917014,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 18069,Female,35.322112,1.732492,78.434492,yes,yes,2.749629,1.213431,Sometimes,no,1.0,no,1.264616,0.0,no,Automobile,Obesity_Type_I 18070,Male,18.0,1.7,67.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18071,Female,26.0,1.650125,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 18072,Female,25.999942,1.608914,102.000122,yes,yes,3.0,3.0,Sometimes,no,1.003563,no,0.00705,0.544899,Sometimes,Public_Transportation,Obesity_Type_III 18073,Male,23.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18074,Female,19.637947,1.592379,44.753943,no,yes,3.0,3.0,Frequently,no,2.640539,no,1.624981,0.128394,Sometimes,Public_Transportation,Insufficient_Weight 18075,Female,23.0,1.6,56.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18076,Female,26.0,1.617124,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 18077,Male,33.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 18078,Male,25.0,1.8,88.0,yes,no,3.0,3.0,Always,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 18079,Male,18.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 18080,Female,22.591026,1.64603,90.0,yes,yes,2.310423,3.0,Sometimes,no,2.854161,no,0.0,1.604608,no,Public_Transportation,Obesity_Type_I 18081,Female,21.00829,1.624831,42.0,no,yes,3.0,1.0,Sometimes,no,2.371015,no,1.304291,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18082,Female,26.0,1.588046,78.093569,yes,yes,2.0,3.0,Sometimes,no,2.550307,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18083,Male,23.0,1.69,75.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18084,Female,43.37634,1.569234,77.272652,yes,yes,2.0,2.812283,Sometimes,no,1.809531,no,0.008368,0.0,Sometimes,Automobile,Obesity_Type_I 18085,Female,18.0,1.63,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18086,Female,18.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18087,Male,18.0,1.767563,51.132809,yes,yes,2.85916,3.0,Sometimes,no,2.699675,no,1.352558,1.758865,Sometimes,Public_Transportation,Insufficient_Weight 18088,Male,21.20563,1.691303,80.0,yes,yes,2.0,2.372311,Sometimes,no,2.0,no,2.707882,1.509535,no,Public_Transportation,Overweight_Level_II 18089,Male,25.765628,1.812919,117.792268,yes,yes,2.939727,3.0,Sometimes,no,2.825629,no,1.536555,0.68173,Sometimes,Public_Transportation,Obesity_Type_II 18090,Male,17.0,1.7,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18091,Female,18.0,1.624576,82.470375,yes,yes,2.0,3.0,Sometimes,no,1.827351,no,1.247505,0.662489,no,Public_Transportation,Obesity_Type_I 18092,Female,19.72925,1.724268,61.264785,no,yes,2.714447,3.0,Sometimes,no,2.824559,no,2.0,1.50301,Sometimes,Public_Transportation,Overweight_Level_I 18093,Female,26.0,1.629727,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 18094,Male,18.0,1.715118,50.92538,no,yes,2.0,3.0,Sometimes,no,1.266018,no,0.833976,1.281541,Sometimes,Public_Transportation,Insufficient_Weight 18095,Female,26.0,1.622703,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 18096,Female,23.0,1.65,58.0,yes,yes,2.0,3.0,Always,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18097,Female,21.0,1.72,68.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18098,Male,20.068432,1.77433,102.921218,yes,yes,2.0,1.0,Sometimes,no,1.636326,no,0.520407,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18099,Male,20.0,1.72,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_II 18100,Female,26.899886,1.701986,80.473587,yes,yes,1.521604,2.753418,Sometimes,no,1.228838,no,0.689371,1.0,no,Public_Transportation,Overweight_Level_II 18101,Male,20.0,1.83,71.0,yes,no,2.0,3.0,Frequently,yes,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18102,Male,23.0,1.699818,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.345684,1.757767,no,Public_Transportation,Overweight_Level_II 18103,Male,22.717249,1.699437,50.0,yes,yes,2.786008,3.0,Frequently,no,2.0,no,0.0,0.461532,no,Public_Transportation,Insufficient_Weight 18104,Female,22.0,1.7,50.0,no,yes,2.0,3.897078,Frequently,no,1.0,no,1.980738,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18105,Male,18.0,1.74,90.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 18106,Male,29.389239,1.913252,129.157346,yes,yes,2.08868,3.0,Sometimes,yes,1.591909,no,1.089891,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18107,Female,38.148845,1.675612,78.055968,yes,yes,3.0,3.0,Sometimes,no,1.274774,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 18108,Female,18.611197,1.610867,102.59518,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.453649,Sometimes,Public_Transportation,Obesity_Type_III 18109,Male,38.542937,1.65731,90.500055,yes,yes,2.0,2.77684,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 18110,Female,19.0,1.59,44.0,no,no,3.0,1.0,Frequently,no,1.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 18111,Male,21.0,1.78,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18112,Female,23.252457,1.59611,43.365005,no,no,3.0,1.24884,Frequently,no,2.120292,no,1.230219,0.0,no,Public_Transportation,Insufficient_Weight 18113,Male,18.0,1.8,58.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 18114,Female,21.0,1.6,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18115,Female,21.012569,1.726606,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,1.051889,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 18116,Female,18.0,1.7,55.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18117,Female,21.0,1.67,60.0,no,no,2.0,3.0,Sometimes,no,3.0,yes,3.0,1.0,no,Public_Transportation,Overweight_Level_II 18118,Male,20.871153,1.758189,103.705418,yes,yes,2.0,1.0,Sometimes,no,1.618189,no,0.1768,0.0,no,Public_Transportation,Obesity_Type_I 18119,Female,25.834018,1.65782,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.530992,no,0.0,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 18120,Male,28.712995,1.838441,102.523111,yes,yes,2.9673,2.983297,Sometimes,no,1.0,no,1.814869,0.0,no,Public_Transportation,Obesity_Type_II 18121,Male,33.0,1.83,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 18122,Male,19.72925,1.803877,86.748295,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_I 18123,Male,20.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18124,Female,17.0,1.65,60.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18125,Female,25.447208,1.627818,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.220365,no,0.046836,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 18126,Male,27.394123,1.75655,118.533246,yes,yes,2.938616,3.0,Sometimes,no,2.043703,no,0.64235,0.079673,Sometimes,Automobile,Obesity_Type_II 18127,Female,28.363149,1.704223,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.882539,Sometimes,Public_Transportation,Overweight_Level_II 18128,Male,23.0,1.75,68.0,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Walking,Normal_Weight 18129,Male,17.073648,1.784402,55.523481,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.523793,0.560887,Sometimes,Automobile,Insufficient_Weight 18130,Female,24.417552,1.64599,113.215814,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,0.109327,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 18131,Male,29.216019,1.758618,112.395309,yes,yes,1.878251,3.0,Sometimes,no,2.0,no,1.0,0.0026,Sometimes,Automobile,Obesity_Type_II 18132,Male,20.0,1.75,65.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 18133,Female,26.0,1.640741,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.638164,no,0.0,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 18134,Male,21.0,1.8,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18135,Female,17.377131,1.610086,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.05252,0.370067,Sometimes,Public_Transportation,Overweight_Level_I 18136,Female,23.0,1.65,67.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18137,Male,21.027662,1.65,80.379575,yes,yes,2.0,2.883984,Sometimes,no,2.0,no,2.21722,1.365793,no,Public_Transportation,Overweight_Level_II 18138,Female,18.0,1.704167,51.437985,yes,yes,2.70825,3.087544,Sometimes,no,2.144838,no,1.0,1.250871,Sometimes,Public_Transportation,Insufficient_Weight 18139,Male,23.0,1.673394,80.400306,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.547086,no,Public_Transportation,Overweight_Level_II 18140,Female,26.0,1.623514,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 18141,Female,21.056059,1.751046,133.903612,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.508897,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 18142,Male,31.56724,1.86741,125.973927,yes,yes,2.964319,3.0,Sometimes,yes,1.809531,no,0.883542,0.47787,Sometimes,Public_Transportation,Obesity_Type_II 18143,Female,18.0,1.76,50.0,no,yes,3.0,4.0,Frequently,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18144,Female,24.0,1.66,53.5,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Normal_Weight 18145,Female,20.908785,1.708581,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.464204,0.786846,Sometimes,Public_Transportation,Obesity_Type_III 18146,Female,19.314429,1.580964,41.934368,no,yes,2.871016,1.0,Sometimes,no,1.298165,no,0.0,0.278962,Sometimes,Public_Transportation,Insufficient_Weight 18147,Male,38.0,1.75,117.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 18148,Male,19.637203,1.814182,87.861431,yes,no,2.81646,3.887906,Sometimes,no,2.318736,no,1.392026,0.639894,Sometimes,Public_Transportation,Overweight_Level_II 18149,Male,21.403421,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.336814,1.922364,no,Public_Transportation,Overweight_Level_II 18150,Male,30.002029,1.652971,100.543983,yes,yes,3.0,2.870005,Sometimes,no,1.0,no,0.005405,1.59257,no,Public_Transportation,Obesity_Type_II 18151,Female,30.613586,1.708406,125.077863,yes,yes,3.0,3.0,Sometimes,no,1.031701,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 18152,Female,22.0,1.71,53.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 18153,Male,31.584224,1.779325,119.081804,yes,yes,2.175276,3.0,Sometimes,no,2.145368,no,0.882709,0.0,Sometimes,Automobile,Obesity_Type_II 18154,Male,33.270448,1.708742,83.952968,yes,yes,2.0,2.799979,Sometimes,no,1.837184,no,1.079524,0.838957,Sometimes,Automobile,Overweight_Level_II 18155,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 18156,Male,30.424369,1.784994,112.395309,yes,yes,2.108163,3.0,Sometimes,no,2.041536,no,0.0,1.74288,Sometimes,Automobile,Obesity_Type_II 18157,Male,17.38009,1.758865,97.813023,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.758865,no,Public_Transportation,Obesity_Type_I 18158,Female,25.930376,1.635062,104.741914,yes,yes,3.0,3.0,Sometimes,no,1.340117,no,0.069802,0.94603,Sometimes,Public_Transportation,Obesity_Type_III 18159,Female,17.0,1.6,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 18160,Female,19.376997,1.565288,64.848627,yes,no,2.714447,1.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18161,Female,25.653233,1.639251,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.530508,no,0.029728,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 18162,Male,22.0,1.72,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18163,Female,21.501721,1.73581,132.042954,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,1.655993,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 18164,Female,21.704699,1.771043,137.852618,yes,yes,3.0,3.0,Sometimes,no,2.721769,no,1.68291,0.733085,Sometimes,Public_Transportation,Obesity_Type_III 18165,Female,25.0,1.61,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18166,Male,24.196367,1.834842,118.299585,yes,yes,2.341999,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18167,Female,21.0,1.59,44.0,no,no,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18168,Female,21.746113,1.749118,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,1.429256,0.947091,Sometimes,Public_Transportation,Obesity_Type_III 18169,Female,18.128206,1.7,50.0,no,yes,1.036414,3.240578,Sometimes,no,2.0,no,0.858554,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18170,Male,24.244029,1.835271,120.919703,yes,yes,2.341999,1.924168,Sometimes,no,2.0,no,1.097905,0.261901,Sometimes,Public_Transportation,Obesity_Type_II 18171,Female,22.0,1.64,49.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18172,Male,23.0,1.639251,98.699971,yes,yes,2.0,2.965494,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 18173,Male,21.0,1.72,80.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18174,Female,21.0,1.55,62.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18175,Female,25.783865,1.624099,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.01586,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 18176,Male,31.0,1.71,71.0,no,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Bike,Overweight_Level_I 18177,Female,21.420537,1.747987,147.296186,yes,yes,3.0,3.0,Sometimes,no,2.336349,no,1.917014,0.768071,Sometimes,Public_Transportation,Obesity_Type_III 18178,Male,23.0,1.669039,94.743892,yes,yes,2.0,2.948721,Sometimes,no,1.0,no,0.99295,0.0,no,Public_Transportation,Obesity_Type_I 18179,Female,22.906342,1.73581,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.726109,no,1.618512,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 18180,Male,20.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18181,Female,33.789301,1.701387,99.812443,yes,yes,2.971588,2.968098,Sometimes,no,1.81786,no,1.978043,0.972054,no,Public_Transportation,Overweight_Level_II 18182,Female,18.744914,1.774207,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.846259,no,1.482411,0.688058,Sometimes,Public_Transportation,Obesity_Type_III 18183,Male,26.0,1.75,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Normal_Weight 18184,Female,21.391371,1.700627,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,1.537639,0.800993,Sometimes,Public_Transportation,Obesity_Type_III 18185,Male,23.245408,1.745528,80.555875,yes,yes,2.0,3.0,Sometimes,no,2.141271,no,2.0,1.554404,Sometimes,Public_Transportation,Overweight_Level_II 18186,Male,23.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 18187,Female,26.957645,1.7,78.041338,yes,yes,2.739,3.0,Sometimes,no,1.622827,no,0.675262,0.0,Frequently,Automobile,Overweight_Level_II 18188,Female,22.0,1.74,67.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18189,Female,19.994543,1.732383,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,1.995582,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 18190,Male,25.492855,1.819614,105.122109,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18191,Female,26.0,1.641149,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.612758,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 18192,Male,24.149036,1.796332,120.996581,yes,yes,2.195964,3.0,Sometimes,no,3.0,no,1.467863,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 18193,Male,26.271621,1.691007,90.0,yes,yes,2.0,3.0,Sometimes,no,2.658112,no,0.849503,0.142056,Sometimes,Automobile,Obesity_Type_I 18194,Female,26.0,1.633887,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.165422,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 18195,Male,24.002404,1.824432,120.431551,yes,yes,2.800122,2.938902,Sometimes,no,1.999278,no,1.999836,0.974939,Sometimes,Public_Transportation,Obesity_Type_II 18196,Male,21.0,1.8,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 18197,Male,20.9859,1.743841,78.760922,yes,yes,2.976975,1.656588,Sometimes,no,2.0,no,1.728332,0.843283,Frequently,Public_Transportation,Overweight_Level_I 18198,Female,26.0,1.641601,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 18199,Male,25.95774,1.856315,115.127662,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 18200,Male,21.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18201,Male,21.814653,1.715118,75.688433,yes,yes,2.587789,3.0,Sometimes,no,1.251715,no,0.388269,1.094941,Sometimes,Public_Transportation,Overweight_Level_I 18202,Female,26.0,1.621233,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 18203,Female,18.0,1.69,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18204,Male,18.0,1.76,55.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 18205,Female,25.95774,1.653209,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 18206,Female,20.0,1.69,60.0,yes,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18207,Male,33.0,1.83,99.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18208,Female,18.928791,1.71893,85.743727,yes,yes,2.310423,1.92822,Sometimes,no,1.979833,no,1.102511,1.967919,no,Public_Transportation,Obesity_Type_I 18209,Female,22.884722,1.716545,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.678943,2.0,no,Public_Transportation,Overweight_Level_II 18210,Male,22.0,1.75,64.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18211,Male,26.490926,1.810616,88.03748,yes,yes,2.642744,1.320768,Sometimes,no,2.0,no,0.246831,1.89933,Sometimes,Public_Transportation,Overweight_Level_II 18212,Female,26.0,1.641098,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 18213,Female,21.857123,1.559499,63.320629,no,yes,2.253371,2.029858,Frequently,no,2.894678,no,0.0,1.629194,Sometimes,Public_Transportation,Overweight_Level_I 18214,Male,34.098174,1.729099,90.52446,yes,yes,2.446872,2.977543,Sometimes,no,1.849997,no,0.0,0.890213,Sometimes,Automobile,Overweight_Level_II 18215,Male,23.170309,1.82559,120.860386,yes,yes,2.591439,3.0,Sometimes,yes,3.0,no,0.107078,0.539876,Sometimes,Public_Transportation,Obesity_Type_II 18216,Female,20.0,1.58,65.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18217,Female,23.0,1.521008,62.211572,yes,yes,2.699282,3.0,Sometimes,no,1.846441,no,0.432813,1.019452,Sometimes,Public_Transportation,Overweight_Level_I 18218,Female,34.176795,1.584782,80.738769,yes,yes,2.0,1.049534,Sometimes,no,2.192063,no,0.481555,0.0,no,Automobile,Overweight_Level_II 18219,Male,30.700516,1.885119,103.017623,yes,yes,2.765063,2.175153,Sometimes,no,1.2751,no,1.403872,0.0,no,Automobile,Obesity_Type_II 18220,Male,31.333798,1.836592,91.059595,yes,yes,2.0,3.0,Sometimes,no,1.18423,no,0.155579,0.127673,Sometimes,Public_Transportation,Overweight_Level_II 18221,Male,22.906886,1.818641,106.038468,yes,yes,2.0,3.0,Sometimes,no,2.703337,no,0.0,0.4346,Sometimes,Public_Transportation,Obesity_Type_I 18222,Female,19.0,1.67,42.0,no,yes,3.0,3.0,Always,no,1.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 18223,Female,16.0,1.51,45.0,no,yes,3.0,3.0,Sometimes,no,3.0,yes,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18224,Female,19.0,1.6,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18225,Female,25.962949,1.62414,104.774144,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.069802,0.264969,Sometimes,Public_Transportation,Obesity_Type_III 18226,Female,20.825962,1.644751,104.759643,yes,yes,2.108638,1.627555,Sometimes,no,1.368457,no,0.182249,1.237867,no,Public_Transportation,Obesity_Type_I 18227,Male,22.754646,1.793925,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.200588,no,1.0,1.749586,Sometimes,Public_Transportation,Obesity_Type_I 18228,Female,21.840654,1.737313,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,1.520818,0.894105,Sometimes,Public_Transportation,Obesity_Type_III 18229,Female,16.30687,1.756774,50.0,no,yes,2.927218,3.558637,Sometimes,no,1.911664,no,2.0,1.783319,Sometimes,Public_Transportation,Insufficient_Weight 18230,Female,21.016665,1.718534,131.042274,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.48809,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 18231,Male,30.188303,1.889104,129.157346,yes,yes,2.290095,3.0,Sometimes,no,2.104264,no,1.330519,0.262118,Sometimes,Public_Transportation,Obesity_Type_II 18232,Male,24.041043,1.61981,98.490766,yes,yes,2.0,1.114564,Sometimes,no,2.0,no,1.0,1.55011,no,Public_Transportation,Obesity_Type_II 18233,Male,19.623574,1.803129,85.0,yes,yes,2.0,3.0,Sometimes,no,2.530035,no,2.830911,0.105895,no,Public_Transportation,Obesity_Type_I 18234,Male,22.771612,1.737984,95.324282,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 18235,Male,19.703095,1.84629,86.0805,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.92635,1.0,no,Public_Transportation,Overweight_Level_II 18236,Male,21.0,1.78,79.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 18237,Female,26.0,1.643332,111.485516,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,0.0,0.228598,Sometimes,Public_Transportation,Obesity_Type_III 18238,Male,30.958957,1.750085,112.287678,yes,yes,1.428289,3.0,Sometimes,no,2.117733,no,0.647632,0.696948,Sometimes,Automobile,Obesity_Type_II 18239,Female,28.0,1.7,78.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18240,Female,26.0,1.613928,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.553093,Sometimes,Public_Transportation,Obesity_Type_III 18241,Male,33.0,1.85,97.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18242,Female,26.0,1.622397,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.226097,Sometimes,Public_Transportation,Obesity_Type_III 18243,Male,25.036269,1.783901,115.10813,yes,yes,2.342323,3.0,Sometimes,no,2.003563,no,1.309304,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18244,Male,33.789301,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,1.919629,no,1.729987,0.0,Sometimes,Automobile,Overweight_Level_II 18245,Male,22.0,1.78,96.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 18246,Female,18.863875,1.586952,41.56724,yes,yes,2.392665,1.0,Sometimes,no,1.675977,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18247,Male,24.521879,1.76003,117.398976,yes,yes,2.133964,2.976098,Sometimes,no,1.984323,no,0.554646,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18248,Male,33.0,1.85,97.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,no,Walking,Overweight_Level_II 18249,Female,26.0,1.63302,111.878132,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 18250,Male,36.0,1.74,98.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Automobile,Obesity_Type_I 18251,Male,18.0,1.74,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18252,Female,26.0,1.640741,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 18253,Male,22.0,1.74,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 18254,Male,22.676243,1.855543,89.667406,yes,yes,2.0,2.562895,Sometimes,no,1.336378,no,0.994592,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18255,Female,41.0,1.681855,77.684229,yes,yes,2.0,3.0,Sometimes,no,1.505381,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 18256,Female,21.849705,1.730167,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.464674,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 18257,Female,33.0,1.65,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Motorbike,Normal_Weight 18258,Female,21.0,1.63,45.0,no,no,3.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18259,Female,21.0,1.65,70.0,no,yes,3.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18260,Female,18.0,1.6,58.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18261,Male,26.042738,1.773181,121.04172,yes,yes,2.821727,3.0,Sometimes,no,2.503244,no,1.055854,0.393452,Sometimes,Public_Transportation,Obesity_Type_II 18262,Female,19.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 18263,Male,21.052894,1.71146,105.013901,yes,yes,2.0,3.0,Sometimes,no,1.301657,no,0.017804,0.912187,Sometimes,Public_Transportation,Obesity_Type_I 18264,Male,21.72738,1.807538,105.000276,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18265,Female,25.991194,1.62414,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.008127,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 18266,Male,25.540865,1.750085,112.348722,yes,yes,1.924632,3.0,Sometimes,no,2.111908,no,1.386151,0.878258,Sometimes,Public_Transportation,Obesity_Type_II 18267,Female,26.0,1.623303,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 18268,Male,23.0,1.8,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18269,Female,26.0,1.72,78.0,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 18270,Female,16.129279,1.701265,50.0,no,yes,1.709585,1.109115,no,no,2.0,no,0.915699,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18271,Female,21.0,1.63,66.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18272,Male,29.906575,1.909105,129.991623,yes,yes,2.197261,3.0,Sometimes,yes,1.011983,no,1.07672,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18273,Male,18.525834,1.777971,114.480696,yes,yes,2.19331,3.0,Sometimes,no,2.089983,no,0.8554,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18274,Female,21.0,1.51,42.0,no,no,3.0,1.0,Sometimes,no,1.0,no,0.927341,0.0,no,Public_Transportation,Insufficient_Weight 18275,Female,23.803904,1.693628,75.0522,yes,yes,2.735297,3.0,Sometimes,no,1.746197,no,0.693732,0.273882,Sometimes,Public_Transportation,Overweight_Level_I 18276,Female,26.0,1.611462,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 18277,Male,18.0,1.681842,80.0,yes,yes,2.0,3.0,Sometimes,no,1.082084,no,0.0,0.828549,no,Public_Transportation,Overweight_Level_II 18278,Male,18.0,1.82,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 18279,Male,28.255199,1.858265,120.996074,yes,yes,2.801514,3.0,Sometimes,no,3.0,no,1.113169,0.0,Sometimes,Automobile,Obesity_Type_II 18280,Female,25.919241,1.611462,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 18281,Male,20.924808,1.698626,103.026858,yes,yes,2.0,2.218285,Sometimes,no,2.0,no,1.981154,0.0,no,Public_Transportation,Obesity_Type_I 18282,Male,30.64243,1.705584,100.642257,yes,yes,2.880759,1.569176,Sometimes,no,1.0,no,1.980401,1.743319,no,Public_Transportation,Obesity_Type_II 18283,Female,19.374207,1.632605,82.0,yes,yes,1.834155,3.0,Sometimes,no,2.0,no,0.0,1.103349,Sometimes,Public_Transportation,Obesity_Type_I 18284,Male,29.956198,1.767186,112.226032,yes,yes,1.878251,3.0,Sometimes,no,2.040137,no,0.503122,0.0,Sometimes,Automobile,Obesity_Type_II 18285,Male,21.403421,1.724839,80.420434,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.80931,no,Public_Transportation,Overweight_Level_II 18286,Male,18.166318,1.658393,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,0.779431,1.890214,no,Public_Transportation,Overweight_Level_I 18287,Female,42.586285,1.688025,80.386078,yes,yes,2.09663,3.0,Sometimes,no,2.32502,no,1.228136,0.0,Sometimes,Automobile,Obesity_Type_I 18288,Male,18.0,1.7,85.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Overweight_Level_II 18289,Female,26.0,1.631856,105.000276,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 18290,Female,21.772251,1.747773,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.827515,no,1.68249,0.926443,Sometimes,Public_Transportation,Obesity_Type_III 18291,Female,23.365041,1.738717,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.441791,0.824607,Sometimes,Public_Transportation,Obesity_Type_III 18292,Male,34.432669,1.694997,84.451423,yes,yes,2.631565,2.883984,Sometimes,no,2.693978,no,1.170823,0.2916,no,Automobile,Overweight_Level_II 18293,Male,24.05331,1.702002,99.982541,yes,yes,2.636719,1.114564,Sometimes,no,1.0,no,1.96582,1.043435,no,Public_Transportation,Obesity_Type_II 18294,Female,25.96773,1.603404,104.92057,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 18295,Female,21.0,1.64,89.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Obesity_Type_I 18296,Female,21.0,1.65,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18297,Male,17.0,1.72,83.0,yes,yes,2.0,4.0,Always,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 18298,Male,21.0,1.64,53.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18299,Male,21.81119,1.700164,75.480764,yes,yes,2.843456,3.0,Sometimes,no,1.292786,no,0.110174,0.630866,Sometimes,Public_Transportation,Overweight_Level_I 18300,Female,37.218161,1.560258,80.0,yes,yes,2.0,1.0,Sometimes,no,1.880967,no,1.859667,0.0,Sometimes,Automobile,Obesity_Type_I 18301,Male,21.0,1.62,53.0,no,no,2.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18302,Male,17.6739,1.7,50.0,no,yes,1.0816,3.394788,Sometimes,no,1.0,no,1.162519,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18303,Male,37.765356,1.75015,118.377601,yes,yes,2.0,3.0,Sometimes,no,2.022933,no,1.537639,0.0,Sometimes,Automobile,Obesity_Type_II 18304,Male,21.0,1.6,70.0,no,yes,2.0,1.0,no,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18305,Male,32.787101,1.694969,102.555691,yes,yes,2.918113,2.137068,Sometimes,no,1.0,no,0.11243,0.0,no,Public_Transportation,Obesity_Type_II 18306,Female,18.871917,1.755643,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.935398,no,1.444382,0.950438,Sometimes,Public_Transportation,Obesity_Type_III 18307,Female,21.572114,1.751067,133.845064,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.427037,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 18308,Female,25.816445,1.621245,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.04111,no,0.891444,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 18309,Male,21.0,1.75,75.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18310,Female,21.566815,1.748533,133.94608,yes,yes,3.0,3.0,Sometimes,no,2.833566,no,1.412357,0.77319,Sometimes,Public_Transportation,Obesity_Type_III 18311,Female,25.986185,1.798645,108.10736,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.133523,Sometimes,Public_Transportation,Obesity_Type_III 18312,Male,18.0,1.8,80.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18313,Male,26.0,1.74,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18314,Female,24.0,1.63,64.4,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_I 18315,Male,30.493946,1.789992,112.277567,yes,yes,1.116068,3.0,Sometimes,no,2.042073,no,0.838739,0.780199,Sometimes,Automobile,Obesity_Type_II 18316,Female,25.908829,1.621671,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.05093,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 18317,Female,26.0,1.624134,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 18318,Female,22.977918,1.696954,94.790579,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 18319,Female,21.682367,1.782453,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,1.999897,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 18320,Male,21.0,1.78,78.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18321,Female,20.400053,1.563987,41.397378,no,yes,2.392665,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18322,Male,18.0,1.74,72.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18323,Female,26.0,1.640745,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 18324,Male,18.0,1.818641,55.0,yes,yes,2.0,3.0,Sometimes,no,2.010596,no,0.0,1.758865,no,Automobile,Insufficient_Weight 18325,Female,26.0,1.68,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18326,Female,22.0,1.6,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18327,Female,18.0,1.56,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 18328,Female,25.540865,1.668709,104.758713,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.143955,0.753077,Sometimes,Public_Transportation,Obesity_Type_III 18329,Male,30.684347,1.915,129.966428,yes,yes,2.9553,3.0,Sometimes,no,1.011849,no,1.289421,0.047473,Sometimes,Public_Transportation,Obesity_Type_II 18330,Male,34.139453,1.668649,102.872505,yes,yes,2.197261,2.902639,Sometimes,no,1.144467,no,0.87967,0.0,no,Automobile,Obesity_Type_II 18331,Female,20.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 18332,Female,19.0,1.64,49.0,yes,yes,2.0,4.0,Always,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18333,Male,22.884722,1.717601,95.285898,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.415536,Sometimes,Public_Transportation,Overweight_Level_II 18334,Female,23.0,1.6,50.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18335,Female,26.0,1.641601,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 18336,Male,30.200946,1.828276,103.586342,yes,yes,2.722161,2.092179,Sometimes,no,1.0,no,1.079934,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18337,Female,20.254534,1.550122,41.324558,no,yes,2.866383,1.0,Frequently,no,1.0,no,0.069802,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18338,Female,23.0,1.65,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18339,Male,34.0,1.75,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 18340,Female,26.0,1.656504,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.112383,Sometimes,Public_Transportation,Obesity_Type_III 18341,Male,23.0,1.83,85.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 18342,Male,38.952866,1.755142,109.599453,yes,yes,2.977585,3.0,Sometimes,no,1.448875,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 18343,Female,26.0,1.632193,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 18344,Female,26.0,1.633442,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 18345,Female,20.255616,1.748584,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,0.0,0.492528,Sometimes,Public_Transportation,Obesity_Type_III 18346,Male,25.12791,1.836669,120.996581,yes,yes,2.938801,3.0,Sometimes,no,1.999278,no,1.596576,0.26579,Sometimes,Public_Transportation,Obesity_Type_II 18347,Male,55.022494,1.673352,80.400306,yes,yes,2.0,2.378211,Sometimes,no,1.0,no,1.94907,0.0,no,Automobile,Overweight_Level_II 18348,Male,18.0,1.770126,108.602715,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,1.0,1.604608,Sometimes,Public_Transportation,Obesity_Type_I 18349,Female,22.0,1.7,52.0,no,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18350,Male,17.0,1.8,64.0,no,no,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 18351,Female,18.0,1.671865,67.913561,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18352,Male,17.065445,1.706525,51.121749,yes,yes,2.482575,3.0,Sometimes,no,2.0,no,0.533309,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18353,Male,21.0,1.82,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 18354,Female,21.196152,1.65,88.026943,yes,yes,2.851664,1.001383,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 18355,Female,22.0,1.61,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18356,Female,21.987341,1.64187,68.06609,yes,yes,1.078529,3.292956,Sometimes,no,2.632871,no,0.0,1.339232,Sometimes,Public_Transportation,Overweight_Level_I 18357,Male,19.0,1.87,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18358,Male,21.0,1.71,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18359,Male,17.781183,1.856406,58.673963,yes,yes,2.0,3.0,Sometimes,no,2.472964,no,0.833976,1.488372,no,Automobile,Insufficient_Weight 18360,Male,19.950605,1.819557,57.790381,yes,yes,2.871768,4.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18361,Male,21.0,1.72,76.0,yes,yes,1.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18362,Female,21.856301,1.748106,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.629432,0.836151,Sometimes,Public_Transportation,Obesity_Type_III 18363,Female,22.0,1.63,55.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18364,Female,21.701643,1.753349,50.0,yes,yes,2.0,3.087119,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 18365,Female,43.719395,1.609321,77.205685,yes,yes,3.0,3.0,Sometimes,no,1.5197,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 18366,Male,33.226808,1.7,84.729197,yes,yes,2.01054,3.0,Sometimes,no,2.005194,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18367,Male,21.721507,1.706082,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.022315,1.89388,no,Public_Transportation,Overweight_Level_II 18368,Female,20.0,1.65,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18369,Female,25.627554,1.632896,113.90506,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.15136,0.569082,Sometimes,Public_Transportation,Obesity_Type_III 18370,Male,21.0,1.69,64.4,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 18371,Female,20.891491,1.747714,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.854161,no,1.661556,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 18372,Female,22.927011,1.690437,82.040318,yes,yes,1.0816,1.0,Sometimes,no,2.0,no,0.0,1.487223,Sometimes,Public_Transportation,Obesity_Type_I 18373,Male,17.0,1.72,50.0,no,yes,2.0,4.0,Frequently,no,1.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 18374,Male,25.540865,1.773664,115.347176,yes,yes,1.99953,3.0,Sometimes,no,2.102709,no,1.271667,0.380695,Sometimes,Public_Transportation,Obesity_Type_II 18375,Male,26.684354,1.73945,118.436166,yes,yes,2.766036,3.0,Sometimes,no,2.297896,no,0.732276,0.0,Sometimes,Automobile,Obesity_Type_II 18376,Female,23.0,1.63,88.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 18377,Female,20.534089,1.748313,133.852432,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.414209,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 18378,Male,33.0,1.85,87.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 18379,Female,20.989016,1.80734,155.872093,yes,yes,3.0,3.0,Sometimes,no,2.417122,no,0.952725,0.586035,Sometimes,Public_Transportation,Obesity_Type_III 18380,Female,28.824194,1.743841,78.0,yes,yes,2.54527,3.0,Sometimes,no,1.71659,no,0.0,0.622638,Sometimes,Automobile,Overweight_Level_II 18381,Female,25.0,1.6,66.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18382,Female,18.0,1.65,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18383,Male,18.0,1.77,72.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18384,Male,17.420269,1.820471,85.0,yes,yes,2.0,3.0,Sometimes,no,2.326165,no,1.0,0.896105,Sometimes,Public_Transportation,Overweight_Level_I 18385,Male,37.765356,1.754996,118.26569,yes,yes,2.225149,3.0,Sometimes,no,2.023328,no,1.097983,0.3352,Sometimes,Automobile,Obesity_Type_II 18386,Male,18.0,1.76,52.0,no,yes,2.21498,3.0,Sometimes,no,1.0,no,0.520408,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18387,Male,22.814657,1.705813,82.0,yes,yes,1.562804,2.142328,Sometimes,no,2.0,no,0.935217,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18388,Male,25.015173,1.764138,113.077187,yes,yes,1.392665,3.0,Sometimes,no,2.0,no,1.096556,0.803141,Sometimes,Public_Transportation,Obesity_Type_II 18389,Female,26.0,1.633887,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 18390,Female,26.0,1.643421,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 18391,Male,17.0,1.848294,58.854416,yes,yes,2.613249,3.0,Sometimes,no,2.0,no,2.011646,1.0,no,Automobile,Insufficient_Weight 18392,Male,18.0,1.75,86.0,yes,yes,2.0,3.0,no,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18393,Male,23.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 18394,Female,23.0,1.65,78.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18395,Female,26.0,1.632307,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,0.0,0.739609,Sometimes,Public_Transportation,Obesity_Type_III 18396,Male,23.245408,1.695036,106.528811,yes,yes,3.0,2.992606,Sometimes,no,2.444125,no,0.486006,0.0,no,Public_Transportation,Obesity_Type_II 18397,Female,25.19291,1.523426,80.0,yes,no,2.0,3.0,Sometimes,no,1.086391,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 18398,Female,20.0,1.5,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 18399,Female,26.0,1.623303,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.228598,Sometimes,Public_Transportation,Obesity_Type_III 18400,Female,22.679935,1.609418,82.528575,yes,yes,2.0,2.9796,Sometimes,no,1.774014,no,1.303976,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18401,Female,19.724106,1.769269,49.650897,no,yes,2.913486,3.0,Frequently,no,2.0,no,1.303976,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18402,Female,39.213399,1.566524,62.337721,yes,yes,2.0,3.0,Sometimes,no,1.630528,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 18403,Male,18.0,1.72,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18404,Female,25.834018,1.62495,102.555691,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 18405,Female,25.722004,1.73421,113.372851,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.999836,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 18406,Male,20.580984,1.748103,106.428628,yes,yes,2.0,3.0,Sometimes,no,1.916812,no,0.0,0.142056,Sometimes,Public_Transportation,Obesity_Type_I 18407,Male,21.0,1.705584,75.0,yes,yes,2.0,2.701521,Sometimes,no,1.977801,yes,0.0,0.741069,Sometimes,Public_Transportation,Overweight_Level_I 18408,Female,21.680123,1.788459,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.84837,no,1.427037,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 18409,Female,36.310292,1.667469,90.0,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,2.0,0.939982,no,Automobile,Overweight_Level_II 18410,Female,21.501721,1.754813,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.856795,no,1.68249,0.933802,Sometimes,Public_Transportation,Obesity_Type_III 18411,Female,16.370009,1.717262,50.0,no,yes,1.202075,3.559841,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18412,Female,19.671876,1.732862,80.0,yes,yes,2.0,2.879541,Sometimes,no,2.035954,no,0.0,1.89388,no,Public_Transportation,Overweight_Level_II 18413,Female,24.0,1.73,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18414,Male,55.0,1.65,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 18415,Female,25.982113,1.62414,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.236168,0.802136,Sometimes,Public_Transportation,Obesity_Type_III 18416,Male,32.997118,1.848553,102.592171,yes,yes,2.81646,1.0,Sometimes,no,1.0,no,1.194519,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18417,Female,24.0,1.54,64.0,no,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 18418,Female,18.0,1.6,50.0,no,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18419,Male,22.926352,1.796415,121.458232,yes,yes,3.0,2.358455,Sometimes,no,1.0,no,1.859667,0.062488,Sometimes,Public_Transportation,Obesity_Type_II 18420,Female,25.968792,1.584782,110.084946,yes,yes,3.0,3.0,Sometimes,no,1.025275,no,0.017804,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 18421,Male,21.895468,1.733439,80.0,yes,yes,2.0,1.9154,Sometimes,no,2.0,no,2.698874,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18422,Female,25.653233,1.669701,112.395309,yes,yes,3.0,3.0,Sometimes,no,2.777712,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 18423,Female,21.0285,1.737056,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,1.655488,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 18424,Male,18.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 18425,Female,17.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18426,Female,26.0,1.632983,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.396972,Sometimes,Public_Transportation,Obesity_Type_III 18427,Male,36.769646,1.763215,101.482054,yes,yes,2.910345,3.0,Sometimes,no,1.0,no,0.128548,0.54925,Sometimes,Automobile,Obesity_Type_II 18428,Female,26.0,1.737984,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 18429,Male,25.15462,1.827279,120.996074,yes,yes,2.265973,3.0,Sometimes,no,3.0,no,1.856119,0.267076,Sometimes,Public_Transportation,Obesity_Type_II 18430,Male,19.058511,1.841879,105.686091,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.608265,Sometimes,Public_Transportation,Obesity_Type_I 18431,Male,22.0,1.75,55.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18432,Male,21.0,1.708071,75.0,yes,yes,2.0,3.0,Sometimes,no,1.93142,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18433,Female,26.0,1.68108,110.084946,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.453649,Sometimes,Public_Transportation,Obesity_Type_III 18434,Male,17.0,1.7,75.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_I 18435,Male,18.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18436,Male,21.0,1.72,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18437,Male,20.0,1.62,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18438,Female,21.0,1.62,53.5,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18439,Male,33.0,1.84,102.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18440,Male,17.486869,1.853373,89.558854,yes,yes,2.79166,3.623364,Sometimes,no,2.0,no,2.710338,0.273882,Sometimes,Public_Transportation,Overweight_Level_II 18441,Male,25.0,1.75,80.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18442,Female,18.367481,1.756509,133.478611,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.684582,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 18443,Female,18.0,1.61,64.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18444,Male,26.957645,1.773259,118.102897,yes,yes,2.23372,3.0,Sometimes,no,2.092509,no,0.523847,0.0,Sometimes,Automobile,Obesity_Type_II 18445,Male,18.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18446,Female,37.0,1.55,77.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 18447,Female,20.217015,1.748313,127.427458,yes,yes,3.0,3.0,Sometimes,no,1.678791,no,0.854337,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 18448,Female,38.0,1.65,79.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 18449,Male,31.327609,1.702825,101.067988,yes,yes,2.0,2.865657,Sometimes,no,1.916812,no,1.0,1.0,no,Automobile,Overweight_Level_II 18450,Male,18.0,1.7,80.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 18451,Female,18.0,1.52,40.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18452,Female,21.90012,1.726606,131.877558,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,1.528968,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 18453,Female,26.0,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 18454,Female,26.0,1.656465,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.127879,Sometimes,Public_Transportation,Obesity_Type_III 18455,Female,20.979254,1.567131,42.0,no,no,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 18456,Female,21.0,1.56,49.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 18457,Female,24.0,1.77,64.0,yes,yes,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18458,Female,19.027417,1.603923,45.0,no,no,3.0,3.0,Frequently,no,1.290979,yes,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18459,Female,26.0,1.631856,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 18460,Male,18.0,1.8,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18461,Male,26.945139,1.759324,112.39792,yes,yes,1.27785,3.0,Sometimes,no,2.020313,no,0.0,0.114457,Sometimes,Automobile,Obesity_Type_II 18462,Male,17.0,1.8,60.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 18463,Female,20.634694,1.71978,132.262558,yes,yes,3.0,3.0,Sometimes,no,1.817983,no,1.725931,0.572877,Sometimes,Public_Transportation,Obesity_Type_III 18464,Male,31.199261,1.801224,118.424156,yes,yes,2.312528,3.0,Sometimes,no,2.146398,no,0.886817,0.176678,Sometimes,Automobile,Obesity_Type_II 18465,Female,20.952737,1.710756,132.116491,yes,yes,3.0,3.0,Sometimes,no,1.674061,no,1.676269,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 18466,Male,25.986368,1.663632,105.122109,yes,yes,3.0,3.0,Sometimes,no,2.659419,no,0.010183,0.412806,Sometimes,Public_Transportation,Obesity_Type_I 18467,Male,37.997912,1.762921,117.708705,yes,yes,2.630137,2.992083,Sometimes,no,2.0,no,1.07672,0.0,Sometimes,Automobile,Obesity_Type_II 18468,Male,22.0,1.7,98.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 18469,Female,19.314429,1.683124,49.650897,no,yes,2.919751,3.715148,Sometimes,no,1.549931,no,0.227802,1.972926,Sometimes,Public_Transportation,Insufficient_Weight 18470,Male,21.0,1.62,54.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18471,Female,26.0,1.637725,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 18472,Male,25.0,1.7,78.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18473,Male,16.129279,1.614075,50.0,no,yes,1.889883,3.0,Sometimes,no,1.325326,no,0.529259,1.058007,Sometimes,Public_Transportation,Insufficient_Weight 18474,Female,27.0,1.6,61.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18475,Female,21.198217,1.658393,78.664618,yes,yes,2.0,2.737571,Sometimes,no,2.0,no,1.271667,0.860321,Frequently,Public_Transportation,Overweight_Level_II 18476,Male,21.0,1.75,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18477,Male,25.035915,1.7921,115.347176,yes,yes,1.567101,3.0,Sometimes,no,2.117733,no,1.32534,0.467048,Sometimes,Public_Transportation,Obesity_Type_II 18478,Female,19.084967,1.535618,41.557468,no,yes,2.927218,1.0,Frequently,no,1.0,no,0.0,0.575848,Sometimes,Public_Transportation,Insufficient_Weight 18479,Male,40.50021,1.748015,107.94747,yes,yes,2.9673,3.0,Sometimes,no,1.69551,no,0.614466,0.0,Sometimes,Automobile,Obesity_Type_II 18480,Female,26.0,1.643167,111.894229,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 18481,Male,24.0,1.76,76.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18482,Female,21.700748,1.708071,78.089575,yes,yes,1.99953,3.0,Sometimes,no,2.0,no,2.177243,0.81998,Sometimes,Public_Transportation,Overweight_Level_I 18483,Male,17.0,1.8,85.0,yes,yes,2.0,4.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18484,Female,25.974446,1.770124,110.92217,yes,yes,3.0,3.0,Sometimes,no,2.613504,no,0.011477,0.730836,Sometimes,Public_Transportation,Obesity_Type_III 18485,Male,23.0,1.639383,99.623778,yes,yes,2.0,3.0,Sometimes,no,1.941224,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 18486,Female,21.0,1.650052,77.956921,yes,yes,2.568063,2.57038,Sometimes,no,1.830614,no,0.926592,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18487,Male,26.899886,1.764138,114.511537,yes,yes,2.05687,3.0,Sometimes,no,2.825629,no,1.815768,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18488,Female,26.0,1.611462,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.699675,no,0.0,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 18489,Female,17.0,1.6,65.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18490,Male,23.32012,1.793824,105.131956,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_I 18491,Male,21.012569,1.793824,89.93889,yes,yes,2.0,2.6648,Sometimes,no,2.450069,no,0.788585,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18492,Female,22.176922,1.717288,51.491957,yes,yes,2.814453,3.0,Frequently,no,1.0,no,2.206055,1.958089,no,Public_Transportation,Insufficient_Weight 18493,Male,21.379676,1.806947,105.696358,yes,yes,2.058687,3.0,Sometimes,no,2.425927,no,0.883542,0.838947,Sometimes,Public_Transportation,Obesity_Type_I 18494,Female,25.908431,1.620938,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.491169,no,0.0,0.481031,Sometimes,Public_Transportation,Obesity_Type_III 18495,Female,18.94093,1.807576,152.43563,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,1.999631,0.786066,Sometimes,Public_Transportation,Obesity_Type_III 18496,Male,30.421596,1.758382,112.409191,yes,yes,2.303041,3.0,Sometimes,no,2.976229,no,0.0,0.287117,Sometimes,Automobile,Obesity_Type_I 18497,Female,26.0,1.62456,111.357062,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 18498,Female,26.0,1.632193,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 18499,Male,24.565628,1.779547,120.805715,yes,yes,2.974006,2.9796,Sometimes,no,2.977516,no,0.690269,0.315595,Sometimes,Public_Transportation,Obesity_Type_II 18500,Female,18.871917,1.704193,50.0,no,yes,1.118436,3.435905,Sometimes,no,1.538626,no,1.318743,1.718513,Sometimes,Public_Transportation,Insufficient_Weight 18501,Female,23.0,1.61,53.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18502,Male,22.580038,1.790151,105.042194,yes,yes,2.945967,3.0,Sometimes,no,1.954889,no,1.0,0.376683,Sometimes,Public_Transportation,Obesity_Type_I 18503,Male,21.0,1.72,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18504,Female,21.001969,1.746516,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.86559,no,1.999836,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 18505,Male,30.722801,1.767186,120.901591,yes,yes,2.919526,3.0,Sometimes,no,2.089983,no,1.193486,0.0026,Sometimes,Automobile,Obesity_Type_II 18506,Female,26.0,1.641601,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.051858,Sometimes,Public_Transportation,Obesity_Type_III 18507,Female,25.908829,1.64187,104.928643,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.162279,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 18508,Male,21.0,1.8,68.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,3.0,0.0,no,Walking,Normal_Weight 18509,Female,23.32012,1.585886,44.753943,no,no,3.0,1.717608,Frequently,no,2.641642,no,0.11964,0.620465,Sometimes,Public_Transportation,Insufficient_Weight 18510,Male,22.649792,1.741393,96.078462,yes,yes,2.0,3.0,Sometimes,no,2.654702,no,2.892922,2.0,no,Public_Transportation,Obesity_Type_I 18511,Female,24.63474,1.746516,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.655993,0.613971,Sometimes,Public_Transportation,Obesity_Type_III 18512,Female,25.955014,1.643111,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.412049,no,0.07089,0.907868,Sometimes,Public_Transportation,Obesity_Type_III 18513,Female,19.0,1.53,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18514,Female,26.0,1.656504,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.699675,no,0.0,0.153462,Sometimes,Public_Transportation,Obesity_Type_III 18515,Female,37.597953,1.651317,80.0,yes,yes,2.983042,2.138375,Sometimes,no,1.335192,no,0.759422,0.0,Sometimes,Automobile,Obesity_Type_I 18516,Male,18.0,1.78,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18517,Female,23.0,1.56,51.5,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18518,Female,27.0,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Frequently,Public_Transportation,Overweight_Level_II 18519,Female,23.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 18520,Female,19.220108,1.528011,41.268597,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.466169,Sometimes,Public_Transportation,Insufficient_Weight 18521,Male,21.996118,1.636592,70.0,no,yes,2.0,1.0,no,no,2.745242,no,0.110174,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18522,Female,34.0,1.638085,77.550345,yes,yes,2.0,3.0,Sometimes,no,2.117733,no,0.0,0.0,no,Automobile,Obesity_Type_I 18523,Female,21.0,1.63,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18524,Male,26.0,1.779325,112.287678,yes,yes,2.630137,3.0,Sometimes,no,2.503244,no,0.0,0.138418,Sometimes,Public_Transportation,Obesity_Type_II 18525,Male,55.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 18526,Male,18.0,1.76,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18527,Female,18.721041,1.74647,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.493018,0.832515,Sometimes,Public_Transportation,Obesity_Type_III 18528,Female,18.0,1.6,58.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18529,Male,29.687488,1.7,78.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 18530,Female,24.0,1.7,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 18531,Male,17.0,1.67,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 18532,Female,23.0,1.6,60.0,yes,no,2.0,4.0,Always,no,3.0,no,0.0,0.0,no,Automobile,Normal_Weight 18533,Male,23.803904,1.732383,83.414072,yes,yes,2.736628,2.658639,Sometimes,no,2.0,no,1.916751,0.648522,no,Public_Transportation,Overweight_Level_II 18534,Male,17.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18535,Female,21.0,1.6,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18536,Male,19.0,1.89,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18537,Male,30.551762,1.792998,112.932984,yes,yes,2.0,3.0,Sometimes,no,2.15157,no,0.0,0.394224,Sometimes,Automobile,Obesity_Type_II 18538,Female,20.744839,1.746416,128.828122,yes,yes,3.0,3.0,Sometimes,no,2.829101,no,1.582428,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 18539,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18540,Female,26.0,1.623812,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.691591,no,0.0,0.169016,Sometimes,Public_Transportation,Obesity_Type_III 18541,Male,26.798532,1.829239,119.081804,yes,yes,2.325623,3.0,Sometimes,no,2.104264,no,0.174692,0.0,Sometimes,Automobile,Obesity_Type_II 18542,Male,41.0,1.855779,87.070234,yes,yes,2.0,1.802305,Sometimes,no,2.639816,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18543,Female,36.0,1.5,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 18544,Male,19.920629,1.806947,85.079589,yes,yes,2.884212,3.98955,Sometimes,no,2.115967,no,2.878414,0.930836,Sometimes,Public_Transportation,Overweight_Level_I 18545,Male,23.096353,1.75655,118.237782,yes,yes,2.944287,3.0,Sometimes,no,2.0,no,1.926381,0.062167,no,Public_Transportation,Obesity_Type_II 18546,Female,19.054938,1.544937,41.324558,no,yes,2.0,1.193589,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18547,Female,27.0,1.55,62.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Overweight_Level_I 18548,Male,24.05331,1.84342,120.202596,yes,yes,2.739,3.0,Sometimes,no,2.879402,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18549,Female,20.48207,1.589829,40.202773,no,yes,2.0,1.075553,Frequently,no,1.0,no,0.15136,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18550,Male,18.729566,1.758382,52.289828,yes,yes,2.0,3.207071,Sometimes,no,1.068493,yes,0.477855,1.0,no,Automobile,Insufficient_Weight 18551,Female,22.0,1.65,87.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 18552,Female,19.0,1.62,49.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18553,Female,19.529746,1.603923,45.0,no,no,3.0,3.0,Sometimes,no,1.0,yes,1.077469,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18554,Female,21.652229,1.74379,51.491957,yes,yes,2.490613,3.0,Frequently,no,1.54249,no,0.893362,0.657221,no,Public_Transportation,Insufficient_Weight 18555,Male,31.641081,1.724839,82.0,yes,yes,2.880161,2.970675,Sometimes,no,1.701835,no,0.0,0.845774,Sometimes,Public_Transportation,Overweight_Level_II 18556,Male,20.0,1.85,66.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18557,Male,53.783977,1.754956,82.603984,yes,yes,2.915279,2.283673,Sometimes,no,2.530035,no,0.324676,0.0,Sometimes,Automobile,Overweight_Level_II 18558,Male,21.0,1.75,118.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18559,Male,22.832105,1.836592,89.993812,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.947192,Sometimes,Public_Transportation,Overweight_Level_I 18560,Male,20.0,1.8,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Obesity_Type_I 18561,Male,20.0,1.65,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18562,Male,31.783524,1.721384,82.130728,yes,yes,2.0,3.0,Sometimes,no,1.893691,no,0.432973,0.0,Sometimes,Automobile,Overweight_Level_II 18563,Female,21.682367,1.737056,132.527011,yes,yes,3.0,3.0,Sometimes,no,1.528258,no,1.68291,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 18564,Female,18.423482,1.80734,141.799429,yes,yes,3.0,3.0,Sometimes,no,2.32502,no,1.998047,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 18565,Female,26.0,1.63302,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 18566,Male,35.217173,1.781952,103.669116,yes,yes,2.0,1.717608,Sometimes,no,3.0,no,2.306844,1.833055,Frequently,Automobile,Obesity_Type_I 18567,Female,18.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 18568,Female,19.717249,1.688426,49.660995,no,yes,2.714447,2.044035,Sometimes,no,1.0,no,1.977918,1.0,no,Public_Transportation,Insufficient_Weight 18569,Male,22.851773,1.776989,89.414141,yes,yes,1.521604,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18570,Male,20.0,1.8,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18571,Male,21.0,1.62,58.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18572,Female,22.377998,1.758627,54.98774,yes,yes,2.85916,3.0,Frequently,no,2.025279,no,2.009397,1.06741,no,Public_Transportation,Insufficient_Weight 18573,Female,21.834894,1.748106,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.81786,no,1.46046,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 18574,Female,25.959772,1.611462,104.950776,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.051097,0.463196,Sometimes,Public_Transportation,Obesity_Type_III 18575,Male,30.543563,1.765464,120.344402,yes,yes,2.432886,3.0,Sometimes,no,2.173417,no,0.885633,0.0,Sometimes,Automobile,Obesity_Type_II 18576,Female,25.540865,1.668709,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.0,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 18577,Male,18.0,1.75,70.0,no,yes,1.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18578,Female,25.950898,1.748313,104.808542,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,0.180158,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 18579,Female,19.673262,1.792378,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.999897,0.727828,Sometimes,Public_Transportation,Obesity_Type_III 18580,Male,27.266287,1.82559,120.775439,yes,yes,2.644094,3.0,Sometimes,no,2.923856,no,1.072662,0.267076,Sometimes,Automobile,Obesity_Type_II 18581,Male,24.149036,1.774647,120.919703,yes,yes,2.57649,2.992903,Sometimes,no,2.15157,no,1.19102,0.86374,Sometimes,Public_Transportation,Obesity_Type_II 18582,Male,19.0,1.75,78.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Walking,Overweight_Level_I 18583,Male,40.789529,1.755427,107.94747,yes,yes,2.0,2.812377,Sometimes,no,1.798917,no,1.858554,0.0,no,Public_Transportation,Obesity_Type_II 18584,Female,20.901393,1.763343,153.149491,yes,yes,3.0,3.0,Sometimes,no,2.164718,no,0.520408,0.805008,Sometimes,Public_Transportation,Obesity_Type_III 18585,Female,19.671876,1.73581,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.464674,0.87092,Sometimes,Public_Transportation,Obesity_Type_III 18586,Female,26.0,1.603923,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 18587,Male,22.679935,1.741353,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.961899,no,0.0,0.105936,Sometimes,Public_Transportation,Obesity_Type_I 18588,Female,26.0,1.611462,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 18589,Male,31.490699,1.676595,90.13868,yes,yes,2.392665,3.0,Sometimes,no,1.2751,no,0.866045,0.071149,Sometimes,Automobile,Obesity_Type_II 18590,Female,21.72738,1.686936,102.872802,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.987591,1.0,Sometimes,Public_Transportation,Obesity_Type_III 18591,Male,22.730414,1.701413,95.361795,yes,yes,2.0,3.0,Sometimes,no,2.164784,no,0.922234,2.0,no,Public_Transportation,Obesity_Type_I 18592,Female,20.781751,1.717262,131.76807,yes,yes,3.0,3.0,Sometimes,no,1.728139,no,1.582428,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 18593,Female,21.0,1.62,53.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18594,Female,18.128206,1.61291,82.039,yes,yes,1.276858,3.0,Sometimes,no,1.205548,no,0.06275,0.30402,no,Public_Transportation,Obesity_Type_I 18595,Male,31.662814,1.661415,90.13868,yes,yes,2.907062,2.093831,Sometimes,no,2.746197,no,0.891444,0.905596,Sometimes,Automobile,Obesity_Type_I 18596,Female,21.0,1.69,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18597,Female,25.897815,1.649553,104.585783,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,0.319156,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 18598,Female,22.038327,1.753578,51.457226,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.098043,1.0,no,Public_Transportation,Insufficient_Weight 18599,Male,19.0,1.8,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18600,Female,25.940153,1.627532,104.807284,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,1.980738,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 18601,Male,29.0,1.76,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Obesity_Type_I 18602,Male,23.0,1.72,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Insufficient_Weight 18603,Female,18.128249,1.664752,68.77185,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.966973,1.626456,Sometimes,Public_Transportation,Overweight_Level_I 18604,Male,29.0,1.8,85.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 18605,Male,23.887569,1.882533,121.527369,yes,yes,2.766612,2.270163,Sometimes,no,2.0,no,1.089061,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18606,Female,26.0,1.633945,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 18607,Male,24.145295,1.77558,120.805715,yes,yes,2.561638,3.0,Sometimes,no,2.357373,no,1.299469,0.340196,Sometimes,Public_Transportation,Obesity_Type_II 18608,Male,21.0,1.76,68.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 18609,Female,25.986368,1.62456,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.001015,0.739684,Sometimes,Public_Transportation,Obesity_Type_III 18610,Male,24.739421,1.849425,121.310257,yes,yes,2.9673,3.0,Sometimes,no,2.824559,no,1.427413,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18611,Female,21.0,1.53,63.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18612,Male,28.583944,1.758398,112.409191,yes,yes,1.952987,3.0,Sometimes,no,2.022933,no,0.1768,0.00164,Sometimes,Automobile,Obesity_Type_II 18613,Male,27.14823,1.789193,97.58826,yes,yes,2.0,3.985442,Sometimes,no,1.853991,no,0.979306,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18614,Male,30.638944,1.65,102.003378,yes,yes,2.79166,2.372339,Sometimes,no,1.290979,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 18615,Female,19.0,1.74,64.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18616,Male,22.0,1.72,52.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 18617,Female,18.0,1.62,52.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18618,Female,18.0,1.66,60.0,no,no,3.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18619,Female,21.0,1.72,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 18620,Male,19.0,1.72,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18621,Female,18.0,1.65,84.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18622,Female,26.0,1.643332,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 18623,Male,17.0,1.77,62.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18624,Male,17.888073,1.734237,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.322405,no,Public_Transportation,Obesity_Type_I 18625,Male,22.352025,1.792523,116.893105,yes,yes,1.996646,3.0,Sometimes,no,2.0,no,1.600536,0.739684,Sometimes,Public_Transportation,Obesity_Type_II 18626,Male,33.226808,1.766888,83.337721,yes,yes,2.0,2.271734,Sometimes,no,1.964435,no,0.750111,0.0,no,Automobile,Overweight_Level_II 18627,Female,23.0,1.54,55.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18628,Male,23.0,1.66,58.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 18629,Female,19.027417,1.672007,49.980968,no,yes,2.959658,3.995147,Frequently,no,1.944095,no,1.91108,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18630,Male,33.182127,1.707557,85.848608,yes,yes,2.0,1.630846,Sometimes,no,2.795752,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 18631,Male,24.05331,1.76414,113.234349,yes,yes,2.935157,3.0,Sometimes,no,2.0,no,1.582675,0.003695,Sometimes,Public_Transportation,Obesity_Type_II 18632,Female,22.675679,1.636592,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.575535,no,0.317363,1.425852,no,Public_Transportation,Obesity_Type_I 18633,Female,25.19291,1.640125,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,1.699056,0.086868,Sometimes,Public_Transportation,Obesity_Type_III 18634,Female,21.0,1.55,60.0,yes,no,2.0,3.0,Sometimes,no,2.867206,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 18635,Male,24.166228,1.801224,118.332689,yes,yes,2.964319,2.791366,Sometimes,no,2.03415,no,1.866839,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18636,Male,27.394123,1.759324,112.277567,yes,yes,2.244142,3.0,Sometimes,yes,2.112032,no,0.0,0.39174,Sometimes,Automobile,Obesity_Type_II 18637,Female,18.0,1.7,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 18638,Female,20.0,1.56,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,2.0,no,Automobile,Normal_Weight 18639,Male,23.0,1.8,107.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 18640,Female,19.17614,1.737313,127.427458,yes,yes,3.0,3.0,Sometimes,no,1.796956,no,0.915699,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 18641,Male,17.486869,1.744733,85.084364,yes,yes,2.944287,3.335876,Sometimes,no,2.530035,no,1.931829,1.413375,Sometimes,Public_Transportation,Overweight_Level_II 18642,Male,22.0,1.85,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18643,Male,34.752916,1.732492,84.064875,yes,yes,2.0,1.835543,Sometimes,no,2.0,no,2.685087,0.0,no,Automobile,Overweight_Level_II 18644,Female,23.426036,1.746411,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.343875,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 18645,Female,19.799054,1.649439,49.869791,no,yes,2.923433,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18646,Male,21.81119,1.661403,88.026943,yes,yes,2.0,1.101404,Sometimes,no,3.0,no,0.0,1.609773,no,Public_Transportation,Obesity_Type_I 18647,Male,31.540751,1.75,118.805937,yes,yes,2.145114,3.0,Sometimes,no,2.0,no,0.885633,1.668318,Sometimes,Automobile,Obesity_Type_II 18648,Male,19.0,1.77,79.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 18649,Female,18.94093,1.746529,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.501754,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 18650,Female,26.0,1.6,71.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 18651,Female,17.504873,1.710948,50.0,yes,yes,3.0,3.671076,Sometimes,no,2.0,no,1.304291,1.0,Sometimes,Automobile,Insufficient_Weight 18652,Female,19.0,1.54,45.0,no,no,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Insufficient_Weight 18653,Male,21.0,1.62,69.575315,no,yes,2.0,1.0,no,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18654,Female,18.0,1.701986,85.0,yes,yes,2.0,1.941307,Sometimes,no,2.81353,no,1.0,1.639326,no,Public_Transportation,Obesity_Type_I 18655,Male,23.0,1.8,60.0,yes,no,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18656,Male,35.389491,1.759324,98.699971,yes,yes,2.0,1.72626,Sometimes,no,2.746197,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18657,Female,21.0,1.52,42.0,no,no,2.0,1.0,Frequently,no,3.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 18658,Female,38.397463,1.568441,62.211572,yes,yes,2.540949,3.0,Sometimes,no,1.824432,no,0.977998,0.213437,Sometimes,Automobile,Overweight_Level_I 18659,Male,21.142432,1.828276,120.975489,yes,yes,2.499108,2.475444,Sometimes,no,3.0,no,1.247505,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18660,Female,18.301773,1.782714,133.485478,yes,yes,3.0,3.0,Sometimes,no,1.229915,no,1.482411,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 18661,Male,24.063874,1.789992,120.998266,yes,yes,2.353603,3.0,Sometimes,no,2.715856,no,1.977918,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18662,Male,32.241587,1.717775,83.285753,yes,yes,2.0,3.0,Sometimes,no,1.486824,no,1.305633,0.738269,Sometimes,Public_Transportation,Overweight_Level_II 18663,Female,25.314589,1.73945,104.810024,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.428173,0.683736,Sometimes,Public_Transportation,Obesity_Type_III 18664,Female,26.0,1.621245,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 18665,Female,18.222536,1.801746,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.418488,no,1.999897,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 18666,Female,25.940153,1.629442,104.954291,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.005939,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 18667,Female,21.556361,1.670058,88.532032,yes,yes,2.0,2.658639,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 18668,Female,18.0,1.717037,50.0,no,yes,1.871213,3.0,Sometimes,no,1.911664,no,1.0,0.094213,Sometimes,Public_Transportation,Insufficient_Weight 18669,Male,22.815416,1.673491,89.998729,yes,yes,1.979944,1.874532,Sometimes,no,2.0,no,0.0,1.917679,no,Public_Transportation,Obesity_Type_I 18670,Female,23.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18671,Female,21.180346,1.584951,44.845655,no,no,2.866383,1.680838,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18672,Female,23.0,1.66,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 18673,Male,38.71216,1.848553,117.29188,yes,yes,2.19011,3.0,Sometimes,no,2.020249,no,0.919388,0.0,Sometimes,Automobile,Obesity_Type_II 18674,Male,21.0,1.75,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18675,Male,31.205668,1.757132,120.975489,yes,yes,2.382705,3.0,Sometimes,no,2.174371,no,0.884935,1.198439,Sometimes,Automobile,Obesity_Type_II 18676,Male,22.980221,1.716691,95.285898,yes,yes,2.0,3.0,Sometimes,no,2.81353,no,0.057758,1.425852,no,Public_Transportation,Obesity_Type_I 18677,Female,18.611197,1.733439,80.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.993666,1.425852,Sometimes,Public_Transportation,Overweight_Level_II 18678,Female,18.0,1.686904,90.004046,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.769726,0.0,no,Public_Transportation,Obesity_Type_I 18679,Male,18.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18680,Male,25.542454,1.771837,115.025361,yes,yes,2.0,3.0,Sometimes,no,2.165804,no,1.315045,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 18681,Male,29.0,1.751067,89.068227,yes,yes,2.078082,2.99321,Sometimes,no,2.0,no,0.996487,0.0,Sometimes,Automobile,Overweight_Level_II 18682,Male,21.0,1.769269,80.0,yes,yes,2.0,1.704828,Sometimes,no,1.937674,no,1.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_II 18683,Male,30.916426,1.606066,102.523111,yes,yes,2.927187,3.0,Sometimes,no,1.0,no,1.097905,1.36595,Sometimes,Public_Transportation,Obesity_Type_II 18684,Female,26.0,1.628909,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.540812,Sometimes,Public_Transportation,Obesity_Type_III 18685,Female,21.909534,1.611356,68.06609,yes,yes,1.813234,3.697831,no,no,3.0,no,1.727114,0.479221,Sometimes,Public_Transportation,Overweight_Level_I 18686,Male,30.0,1.82,72.0,yes,no,3.0,3.0,no,no,2.0,yes,2.0,0.0,Sometimes,Automobile,Normal_Weight 18687,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 18688,Male,21.0,1.75,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18689,Female,26.0,1.603404,111.036881,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.0,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 18690,Female,18.314593,1.745602,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.859097,no,1.425712,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 18691,Female,25.994949,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.000454,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 18692,Female,27.0,1.7,78.0,yes,yes,3.0,2.37985,Sometimes,no,2.0,no,0.0,1.0,Frequently,Automobile,Overweight_Level_II 18693,Female,21.580858,1.616366,67.183128,yes,yes,1.620845,1.0,no,no,2.0,no,0.926201,0.069367,Sometimes,Public_Transportation,Overweight_Level_I 18694,Male,23.728707,1.770278,121.864326,yes,yes,2.490507,3.0,Sometimes,no,2.104696,no,1.055854,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18695,Male,26.0,1.72,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18696,Female,20.0,1.56,51.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18697,Female,16.240576,1.710948,50.0,yes,yes,1.118436,3.592415,Sometimes,no,2.976229,no,1.997529,1.836853,Sometimes,Public_Transportation,Overweight_Level_I 18698,Female,23.0,1.6,82.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18699,Female,23.0,1.66,60.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18700,Male,18.0,1.8,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18701,Male,21.0,1.8,64.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 18702,Female,23.0,1.63,82.0,yes,no,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 18703,Female,25.902283,1.584782,104.585783,yes,yes,3.0,3.0,Sometimes,no,1.307563,no,0.0,0.651904,Sometimes,Public_Transportation,Obesity_Type_III 18704,Male,34.0,1.74,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 18705,Female,22.0,1.62,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18706,Female,38.0,1.5,75.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Motorbike,Obesity_Type_I 18707,Male,24.149036,1.824901,120.699119,yes,yes,2.784464,1.338033,Sometimes,no,2.358088,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18708,Female,26.0,1.62456,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.06582,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 18709,Female,20.924808,1.551288,62.894283,no,no,2.341133,3.0,Sometimes,no,2.774014,no,2.0,1.0,no,Public_Transportation,Overweight_Level_I 18710,Female,18.0,1.63,82.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18711,Male,20.0,1.8,85.5,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18712,Female,22.998709,1.74379,53.65727,yes,yes,3.0,3.0,Frequently,no,2.009796,no,2.0,0.813235,no,Public_Transportation,Insufficient_Weight 18713,Male,22.99368,1.755978,54.877111,yes,yes,2.927218,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 18714,Female,26.0,1.624576,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 18715,Female,19.058511,1.662017,49.838965,no,no,1.4925,3.0,Frequently,no,1.049134,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18716,Female,20.0,1.55,45.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18717,Male,55.137881,1.657221,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18718,Female,26.0,1.593847,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 18719,Female,26.0,1.659172,111.571076,yes,yes,3.0,3.0,Sometimes,no,2.511399,no,0.0,0.258472,Sometimes,Public_Transportation,Obesity_Type_III 18720,Female,26.0,1.656465,111.927001,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 18721,Female,16.950499,1.7,50.0,no,yes,3.0,3.371832,Frequently,no,1.699971,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18722,Male,21.20563,1.704908,99.605527,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.740633,1.0,no,Public_Transportation,Obesity_Type_I 18723,Male,21.633056,1.625891,70.0,no,yes,2.0,1.0,no,no,2.0,no,2.892922,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18724,Male,27.0,1.84,88.0,yes,yes,3.0,3.0,Always,yes,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18725,Male,21.814653,1.717037,96.303855,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.344072,no,Public_Transportation,Obesity_Type_I 18726,Female,23.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18727,Male,20.254534,1.841879,87.27989,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.575969,Sometimes,Public_Transportation,Overweight_Level_I 18728,Male,19.0,1.8,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 18729,Male,22.998709,1.841989,122.813033,yes,yes,3.0,2.272801,Sometimes,no,1.540117,no,0.479592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18730,Female,17.0,1.52906,64.696248,no,no,2.0,1.0,Sometimes,no,2.0,yes,0.0,0.128895,no,Public_Transportation,Overweight_Level_I 18731,Male,33.0,1.7,83.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Walking,Overweight_Level_II 18732,Female,21.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18733,Female,22.94313,1.616467,82.0,yes,yes,1.081585,1.0,Sometimes,no,2.0,no,0.0,1.616826,Sometimes,Public_Transportation,Obesity_Type_I 18734,Male,17.0,1.77,59.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 18735,Female,22.884722,1.65,89.991671,yes,yes,1.851262,1.854536,Sometimes,no,2.0,no,0.0,0.2916,Sometimes,Automobile,Obesity_Type_I 18736,Female,19.920629,1.567067,42.0,no,yes,3.0,1.0,Frequently,no,1.292786,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18737,Male,23.0,1.75,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 18738,Male,23.0,1.713599,83.285753,yes,yes,2.0,1.0,Sometimes,no,1.229915,no,0.868721,1.616045,Sometimes,Public_Transportation,Overweight_Level_II 18739,Male,21.0,1.84,125.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 18740,Female,21.011124,1.747987,136.516648,yes,yes,3.0,3.0,Sometimes,no,1.490613,no,1.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 18741,Male,38.895069,1.7,79.843221,yes,yes,3.0,2.938135,Sometimes,no,1.718569,no,2.834373,0.0,Sometimes,Automobile,Overweight_Level_II 18742,Female,23.0,1.66,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18743,Female,34.231083,1.673482,77.205685,yes,yes,2.262171,1.0,Sometimes,no,1.623528,no,0.674348,1.707018,Sometimes,Automobile,Overweight_Level_II 18744,Female,16.240576,1.572791,41.890204,no,yes,2.910345,1.0,Sometimes,no,1.947935,no,0.129902,0.926443,Sometimes,Public_Transportation,Insufficient_Weight 18745,Male,17.0,1.737313,59.933015,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 18746,Female,19.054938,1.573987,41.397378,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18747,Female,17.420269,1.489409,49.815599,no,yes,2.0,3.205009,Sometimes,no,1.969507,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18748,Female,25.962949,1.639524,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.162279,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 18749,Male,22.0,1.72,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18750,Female,26.0,1.633945,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 18751,Male,30.577944,1.673665,109.411622,yes,yes,2.533605,3.0,Sometimes,no,1.984323,no,0.525002,0.322307,no,Automobile,Obesity_Type_II 18752,Male,18.0,1.79,57.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Automobile,Insufficient_Weight 18753,Male,24.06894,1.77151,116.160329,yes,yes,2.252472,3.0,Sometimes,no,2.0,no,1.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_II 18754,Male,24.201622,1.814696,120.423567,yes,yes,2.923916,3.0,Sometimes,no,2.957821,no,1.584716,0.552006,Sometimes,Public_Transportation,Obesity_Type_II 18755,Male,30.577343,1.868923,125.064264,yes,yes,2.050619,3.0,Sometimes,no,1.0,no,0.849811,0.261901,Sometimes,Public_Transportation,Obesity_Type_II 18756,Female,22.978655,1.69135,114.480696,yes,yes,3.0,3.0,Sometimes,no,2.38639,no,0.167943,0.227802,Sometimes,Public_Transportation,Obesity_Type_III 18757,Male,30.710511,1.703317,100.245302,yes,yes,2.766612,1.101404,Sometimes,no,1.0,no,1.537639,0.0,no,Public_Transportation,Obesity_Type_II 18758,Female,23.0,1.71,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Walking,Overweight_Level_I 18759,Male,37.532066,1.766888,118.560509,yes,yes,2.0,3.0,Sometimes,no,2.104696,no,0.884935,0.0,Sometimes,Automobile,Obesity_Type_II 18760,Male,31.194458,1.909186,129.769141,yes,yes,2.206119,2.806341,Sometimes,yes,1.483856,no,0.922014,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18761,Female,21.0,1.6,62.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18762,Male,19.528936,1.58092,45.0,no,no,2.0,1.0,Frequently,no,1.423073,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 18763,Male,39.129291,1.786318,96.303855,yes,yes,2.0,3.0,Sometimes,no,2.623344,no,2.16079,0.0,Frequently,Automobile,Obesity_Type_I 18764,Male,21.0,1.78,72.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18765,Male,19.0,1.81,50.0,no,yes,1.0,4.0,Always,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18766,Female,21.0,1.6,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 18767,Female,21.0,1.57,49.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18768,Male,18.0,1.85,62.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18769,Male,19.0,1.82,68.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18770,Male,18.0,1.803207,51.132809,yes,yes,2.818502,3.0,Sometimes,no,2.822871,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18771,Male,25.998646,1.84753,120.751656,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.097905,0.196952,Sometimes,Public_Transportation,Obesity_Type_II 18772,Male,21.0,1.8,87.0,yes,no,3.0,1.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18773,Female,21.680123,1.747773,133.852432,yes,yes,3.0,3.0,Sometimes,no,2.893062,no,1.408177,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 18774,Female,23.0,1.65,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18775,Male,38.112989,1.765137,118.237782,yes,yes,2.519592,3.0,Sometimes,no,2.284494,no,0.742113,0.0,no,Automobile,Obesity_Type_II 18776,Male,24.0,1.7,70.0,no,yes,3.0,3.0,no,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 18777,Male,23.0,1.8,85.0,yes,no,2.0,3.0,Frequently,no,2.0,yes,3.0,1.0,no,Public_Transportation,Overweight_Level_I 18778,Male,20.520992,1.790151,106.042142,yes,yes,2.0,3.0,Sometimes,no,2.84174,no,0.98232,0.552665,Sometimes,Public_Transportation,Obesity_Type_I 18779,Female,22.336216,1.876898,121.248035,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,1.932386,0.947192,Sometimes,Public_Transportation,Obesity_Type_III 18780,Female,20.406066,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.453649,Sometimes,Public_Transportation,Overweight_Level_I 18781,Female,30.0,1.65,74.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18782,Male,26.945139,1.82525,120.980508,yes,yes,2.977585,3.0,Sometimes,no,2.923792,no,1.076248,0.079673,Sometimes,Automobile,Obesity_Type_II 18783,Female,23.0,1.57,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 18784,Male,19.0,1.8,75.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18785,Female,22.0,1.64,58.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18786,Male,32.0,1.75,120.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_II 18787,Female,21.997683,1.629194,68.126955,no,yes,1.758394,1.313403,no,no,2.444125,no,0.916478,0.939819,Sometimes,Public_Transportation,Overweight_Level_I 18788,Female,26.0,1.630927,111.993054,yes,yes,3.0,3.0,Sometimes,no,2.737091,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 18789,Female,26.0,1.614484,104.92057,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 18790,Female,22.591439,1.65,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.892922,1.0,no,Public_Transportation,Obesity_Type_I 18791,Female,26.0,1.584782,110.074019,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 18792,Female,26.0,1.627532,109.910012,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,0.0,0.526776,Sometimes,Public_Transportation,Obesity_Type_III 18793,Male,38.097395,1.755938,118.206565,yes,yes,2.19011,3.0,Sometimes,no,2.196471,no,0.732186,1.55011,Sometimes,Automobile,Obesity_Type_II 18794,Male,21.0,1.77,105.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18795,Female,25.930376,1.629491,104.986792,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.234303,0.754023,Sometimes,Public_Transportation,Obesity_Type_III 18796,Female,25.0,1.6,58.0,yes,no,3.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Walking,Overweight_Level_I 18797,Male,30.64243,1.748015,124.95278,yes,yes,2.964319,3.0,Sometimes,no,1.984323,no,1.581242,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18798,Male,18.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18799,Female,20.101026,1.749118,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.464674,0.85882,Sometimes,Public_Transportation,Obesity_Type_III 18800,Female,23.0,1.623303,83.808027,yes,yes,2.0,2.815255,Sometimes,no,2.184768,no,0.029728,1.103349,Sometimes,Public_Transportation,Obesity_Type_I 18801,Male,18.0,1.79,53.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18802,Male,34.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 18803,Female,19.0,1.6,51.0,yes,yes,2.0,4.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18804,Male,20.924808,1.783782,105.000706,yes,yes,2.044326,3.0,Sometimes,no,2.35818,no,1.0,0.544128,Sometimes,Public_Transportation,Obesity_Type_I 18805,Female,26.0,1.643892,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_III 18806,Female,19.0,1.6,50.0,no,no,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18807,Female,20.971429,1.603923,45.0,no,no,3.0,3.0,Frequently,no,1.0,yes,0.780117,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18808,Female,23.0,1.6,68.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 18809,Female,23.0,1.55,53.5,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18810,Female,21.413498,1.7199,133.735889,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.68249,0.857718,Sometimes,Public_Transportation,Obesity_Type_III 18811,Male,18.0,1.78,55.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18812,Male,37.0,1.85,92.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 18813,Female,23.0,1.6,82.0,yes,yes,2.0,2.392811,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 18814,Male,55.022494,1.673394,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 18815,Male,30.710511,1.769933,128.114161,yes,yes,2.642744,3.0,Sometimes,no,2.839069,no,0.987521,0.714701,Sometimes,Public_Transportation,Obesity_Type_II 18816,Male,18.0,1.711467,50.92538,no,yes,2.0,3.0,Sometimes,no,1.490613,no,0.0,1.690901,Sometimes,Public_Transportation,Insufficient_Weight 18817,Male,25.765628,1.852664,118.424156,yes,yes,2.0,3.0,Sometimes,no,2.430918,no,2.0,0.554072,Sometimes,Public_Transportation,Obesity_Type_I 18818,Male,31.205668,1.759613,120.805715,yes,yes,2.971588,3.0,Sometimes,no,2.165804,no,1.492967,0.677909,Sometimes,Automobile,Obesity_Type_II 18819,Female,19.0,1.59,58.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18820,Male,17.0,1.79,57.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 18821,Female,19.0,1.59,49.0,yes,no,3.0,3.0,Frequently,no,3.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 18822,Male,34.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 18823,Male,25.982261,1.610647,99.961731,yes,yes,1.492834,1.458507,Sometimes,no,2.0,no,0.665439,0.918468,no,Public_Transportation,Obesity_Type_II 18824,Female,26.0,1.641132,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 18825,Female,21.322097,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.68291,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 18826,Male,17.0,1.7,84.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18827,Female,26.0,1.637537,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 18828,Male,34.389679,1.744733,84.729197,yes,yes,2.0,3.0,Sometimes,no,2.111913,no,2.734424,0.0,no,Automobile,Overweight_Level_II 18829,Female,25.930376,1.64456,104.821175,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.026033,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 18830,Male,18.988581,1.856315,87.803311,yes,yes,2.0,3.0,Sometimes,no,2.693858,no,1.127425,1.358163,Sometimes,Public_Transportation,Overweight_Level_I 18831,Female,21.0,1.52,42.0,no,yes,3.0,3.0,Frequently,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 18832,Female,26.0,1.627532,110.919646,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 18833,Male,25.036269,1.77151,113.277388,yes,yes,1.99124,3.0,Sometimes,no,2.00357,no,1.538922,1.003011,Sometimes,Public_Transportation,Obesity_Type_II 18834,Female,21.0,1.75,62.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18835,Male,33.0,1.75,103.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Walking,Obesity_Type_II 18836,Female,26.0,1.609321,105.696358,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 18837,Male,25.943827,1.837117,120.996074,yes,yes,2.813775,3.0,Sometimes,no,3.0,no,1.097983,0.680215,Sometimes,Automobile,Obesity_Type_II 18838,Male,23.801436,1.709585,75.0,yes,yes,2.0,3.0,Sometimes,no,1.086391,no,0.0,0.890527,Sometimes,Public_Transportation,Overweight_Level_I 18839,Male,17.402028,1.859056,59.313525,yes,yes,2.654792,3.595761,Sometimes,no,2.0,no,2.0,0.920162,Sometimes,Public_Transportation,Insufficient_Weight 18840,Female,21.238416,1.747773,136.516648,yes,yes,3.0,3.0,Sometimes,no,2.748569,no,1.97073,0.747909,Sometimes,Public_Transportation,Obesity_Type_III 18841,Male,21.620245,1.706525,98.579156,yes,yes,2.0,2.391753,Sometimes,no,2.0,no,2.892922,1.206251,no,Public_Transportation,Obesity_Type_I 18842,Female,37.642177,1.561109,77.550345,yes,yes,2.0,3.0,Sometimes,no,1.084442,no,0.0,0.0,no,Automobile,Overweight_Level_II 18843,Male,20.586978,1.721384,99.430612,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.661556,0.939726,Sometimes,Public_Transportation,Obesity_Type_I 18844,Male,20.0,1.79,105.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 18845,Male,30.255744,1.824449,120.898397,yes,yes,2.19011,3.0,Sometimes,no,2.526775,no,0.0,1.339232,Sometimes,Public_Transportation,Obesity_Type_II 18846,Female,21.682367,1.694952,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.338241,no,1.48809,0.950438,Sometimes,Public_Transportation,Obesity_Type_III 18847,Female,20.924808,1.746516,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,1.427037,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 18848,Male,37.532066,1.762921,117.75701,yes,yes,2.103335,3.0,Sometimes,no,2.0,no,0.886448,0.0,Sometimes,Automobile,Obesity_Type_II 18849,Female,18.0,1.68,51.5,yes,yes,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18850,Female,39.128946,1.550122,77.205685,yes,yes,2.826251,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 18851,Male,24.0,1.7,84.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 18852,Male,29.0,1.68,68.0,no,no,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18853,Female,21.996523,1.710129,50.079991,no,yes,2.880483,3.0,Frequently,no,2.626309,no,1.026452,0.0,no,Public_Transportation,Insufficient_Weight 18854,Female,20.0,1.71,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18855,Female,26.0,1.622418,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.632253,no,0.0,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 18856,Male,22.832105,1.824655,121.384745,yes,yes,2.252653,2.952821,Sometimes,no,1.483856,no,1.097983,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18857,Male,24.0,1.75,102.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 18858,Male,24.825393,1.825449,118.332689,yes,yes,2.9673,2.676148,Sometimes,no,2.497065,no,1.083572,0.00159,Sometimes,Public_Transportation,Obesity_Type_II 18859,Female,20.801791,1.697968,133.102468,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.427413,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 18860,Female,22.0,1.64,56.0,no,no,3.0,1.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 18861,Female,21.0,1.62,58.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18862,Male,21.0,1.67,60.0,yes,yes,3.0,3.0,Always,yes,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18863,Female,21.413642,1.596466,44.594588,yes,no,2.964419,2.992606,Frequently,no,2.627569,no,1.061743,0.61599,no,Public_Transportation,Insufficient_Weight 18864,Male,21.016665,1.812259,105.037463,yes,yes,2.0,3.0,Sometimes,no,2.147746,no,0.0,1.657098,Sometimes,Public_Transportation,Obesity_Type_I 18865,Male,17.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18866,Female,17.70368,1.793476,49.676046,no,yes,2.074843,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18867,Female,21.140165,1.789555,69.975607,yes,yes,3.0,3.259033,Sometimes,no,2.654702,no,1.309304,0.840911,Sometimes,Public_Transportation,Overweight_Level_I 18868,Male,18.0,1.75,52.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Insufficient_Weight 18869,Male,19.0,1.67,60.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18870,Female,18.0,1.67,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18871,Male,24.444846,1.757958,87.27989,yes,yes,1.83746,1.66338,Sometimes,no,2.0,no,1.980738,0.0,Sometimes,Public_Transportation,Overweight_Level_II 18872,Female,25.986185,1.62456,108.244379,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 18873,Male,23.745833,1.755926,115.127662,yes,yes,1.431346,3.0,Sometimes,no,2.165804,no,1.4164,0.380695,Sometimes,Public_Transportation,Obesity_Type_II 18874,Male,21.0,1.69,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18875,Male,23.0,1.7,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18876,Male,22.0,1.7,80.0,yes,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18877,Female,26.0,1.641918,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 18878,Male,21.0,1.72,63.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18879,Female,41.0,1.55,77.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 18880,Female,26.0,1.631547,111.169678,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.729722,Sometimes,Public_Transportation,Obesity_Type_III 18881,Female,26.0,1.622418,111.267334,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.080128,Sometimes,Public_Transportation,Obesity_Type_III 18882,Male,18.0,1.76,80.0,no,yes,2.0,4.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 18883,Male,23.0,1.7,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18884,Female,22.927011,1.748584,133.903469,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,1.999836,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 18885,Male,33.0,1.65,68.0,no,yes,3.0,3.0,no,no,2.0,no,1.0,2.0,Sometimes,Bike,Normal_Weight 18886,Male,25.140074,1.676595,102.592171,yes,yes,1.766849,1.163666,Sometimes,no,1.11756,no,1.230219,1.252677,no,Public_Transportation,Obesity_Type_II 18887,Female,25.996716,1.593321,110.168166,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.000454,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 18888,Male,24.475242,1.707613,83.285753,yes,yes,2.303367,2.977543,Sometimes,no,2.024035,no,0.143955,1.114716,Sometimes,Public_Transportation,Overweight_Level_II 18889,Male,22.980957,1.825449,120.980508,yes,yes,2.002784,3.0,Sometimes,no,3.0,no,1.98448,0.469735,Sometimes,Public_Transportation,Obesity_Type_II 18890,Female,21.624552,1.699998,121.253083,yes,yes,3.0,3.0,Sometimes,no,1.699971,no,1.718743,0.519395,Sometimes,Public_Transportation,Obesity_Type_III 18891,Female,26.0,1.6,76.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18892,Female,21.768153,1.668931,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,0.167086,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 18893,Female,18.845518,1.721057,51.132809,yes,yes,3.0,3.483449,Sometimes,no,2.952506,no,0.856119,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18894,Female,23.099906,1.610867,75.920519,yes,yes,2.0,3.0,Sometimes,no,1.984323,no,0.742113,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18895,Female,22.0,1.6,80.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18896,Male,30.605225,1.75,102.686239,yes,yes,2.668949,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 18897,Male,33.270448,1.858265,97.582959,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.19102,1.040713,Sometimes,Public_Transportation,Overweight_Level_II 18898,Female,27.0,1.62,68.0,no,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 18899,Male,25.0,1.83,71.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 18900,Female,23.0,1.730167,83.986714,yes,yes,2.0,3.0,Sometimes,no,2.641489,no,1.624981,0.0,no,Public_Transportation,Obesity_Type_I 18901,Female,26.0,1.626179,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.509535,no,0.0,0.226097,Sometimes,Public_Transportation,Obesity_Type_III 18902,Male,23.0,1.7,83.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,no,Walking,Overweight_Level_II 18903,Female,18.0,1.6,50.0,yes,yes,3.0,3.0,Always,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18904,Male,31.327609,1.726774,84.773349,yes,yes,2.0,3.0,Sometimes,no,1.843283,no,0.684879,0.0,no,Automobile,Overweight_Level_II 18905,Male,31.86893,1.75,118.102897,yes,yes,2.766612,3.0,Sometimes,no,2.038128,no,0.598655,1.360463,Sometimes,Automobile,Obesity_Type_II 18906,Female,18.0,1.713564,50.833029,no,yes,2.047069,3.0,Sometimes,no,1.538626,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18907,Female,18.856315,1.614075,53.699561,yes,yes,2.061969,1.680838,no,no,2.825629,no,2.0,1.250871,Sometimes,Public_Transportation,Overweight_Level_I 18908,Female,26.0,1.643332,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 18909,Male,27.266287,1.824901,120.898397,yes,yes,2.9673,3.0,Sometimes,no,2.825629,no,1.17116,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18910,Female,21.0,1.59,49.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18911,Female,21.051982,1.751067,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,1.564618,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 18912,Female,45.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 18913,Male,19.0,1.83,85.0,no,no,3.0,3.0,Always,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18914,Male,22.0,1.72,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18915,Female,26.0,1.664622,109.900472,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 18916,Female,23.0,1.55,63.0,yes,yes,2.0,1.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18917,Female,26.0,1.643421,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.0,0.135278,Sometimes,Public_Transportation,Obesity_Type_III 18918,Female,26.0,1.641849,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 18919,Male,22.758998,1.825718,121.284533,yes,yes,2.654076,2.574108,Sometimes,no,1.78471,no,0.935217,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18920,Male,18.0,1.71,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Walking,Insufficient_Weight 18921,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 18922,Female,26.0,1.641132,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 18923,Male,26.826961,1.773594,115.347176,yes,yes,2.191429,3.0,Sometimes,no,2.102709,no,0.884935,0.081156,Sometimes,Public_Transportation,Obesity_Type_II 18924,Female,26.0,1.643892,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 18925,Female,17.0,1.64,59.0,no,yes,2.0,4.0,Always,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 18926,Female,22.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18927,Female,19.179932,1.725548,49.932199,no,yes,3.0,3.762778,Sometimes,no,1.0,no,1.528968,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18928,Male,17.0,1.8,60.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 18929,Male,23.728707,1.770324,83.3258,yes,yes,2.007845,2.711238,Sometimes,no,2.0,no,2.044165,0.00159,Sometimes,Public_Transportation,Overweight_Level_II 18930,Male,23.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 18931,Male,26.490926,1.882533,120.898397,yes,yes,2.443538,3.0,Sometimes,no,2.923856,no,0.978815,0.616045,Sometimes,Public_Transportation,Obesity_Type_II 18932,Female,25.0,1.58,102.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_III 18933,Male,30.577944,1.76414,124.269251,yes,yes,2.01695,3.0,Sometimes,no,1.246822,no,0.975384,0.896105,Sometimes,Public_Transportation,Obesity_Type_II 18934,Female,25.999636,1.618573,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.45126,no,0.069238,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 18935,Male,21.0,1.77,75.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Walking,Normal_Weight 18936,Female,18.0,1.63,55.0,yes,yes,3.0,3.0,Always,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 18937,Male,33.0,1.69,103.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 18938,Female,26.0,1.637725,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.678779,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 18939,Male,18.0,1.74,108.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 18940,Female,16.0,1.56,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 18941,Female,26.0,1.627567,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 18942,Male,17.120699,1.708742,99.709329,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.519395,no,Public_Transportation,Obesity_Type_I 18943,Male,18.0,1.7,70.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,no,Walking,Normal_Weight 18944,Female,21.28253,1.737313,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.893062,no,1.413239,0.807457,Sometimes,Public_Transportation,Obesity_Type_III 18945,Female,24.063874,1.620938,113.774198,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.382189,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 18946,Female,22.970655,1.589027,63.65233,yes,no,2.0,1.630846,Sometimes,no,2.0,no,1.0,1.376124,Sometimes,Public_Transportation,Overweight_Level_II 18947,Male,25.113537,1.780089,114.511537,yes,yes,2.22259,3.0,Sometimes,no,2.046766,no,1.156024,0.072264,Sometimes,Public_Transportation,Obesity_Type_II 18948,Male,25.378702,1.774775,117.708705,yes,yes,1.246822,3.0,Sometimes,no,2.526775,no,0.360908,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 18949,Male,33.0,1.8,86.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Automobile,Overweight_Level_I 18950,Female,21.165574,1.738397,78.664618,no,yes,2.533605,2.752318,Sometimes,no,2.155558,no,0.094893,0.459759,Sometimes,Public_Transportation,Overweight_Level_I 18951,Female,19.0,1.7,74.244004,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.721646,1.0,Sometimes,Public_Transportation,Overweight_Level_I 18952,Female,18.0,1.7,80.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 18953,Male,24.347414,1.811738,120.337664,yes,yes,2.619987,2.938135,Sometimes,no,2.159987,no,1.289421,0.616045,Sometimes,Public_Transportation,Obesity_Type_II 18954,Male,19.300435,1.819296,122.805937,yes,yes,3.0,2.608416,Sometimes,no,1.984323,no,0.64183,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18955,Female,23.0,1.63,64.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 18956,Male,21.0,1.7,98.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 18957,Male,27.266287,1.825718,120.009392,yes,yes,2.938616,3.0,Sometimes,no,2.002495,no,1.083572,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 18958,Male,22.0,1.66,60.0,yes,yes,3.0,3.0,no,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18959,Female,21.011124,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,1.538922,0.930926,Sometimes,Public_Transportation,Obesity_Type_III 18960,Female,18.741188,1.556789,71.788181,yes,no,3.0,3.129155,Sometimes,no,2.0,no,1.093679,1.0,no,Public_Transportation,Overweight_Level_II 18961,Female,19.0,1.7,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18962,Male,22.89974,1.786417,106.509947,yes,yes,2.94313,3.0,Sometimes,no,3.0,no,0.248034,0.552498,no,Public_Transportation,Obesity_Type_I 18963,Female,38.0,1.69,79.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 18964,Male,31.484494,1.673767,89.993812,yes,yes,2.0,2.961706,Sometimes,no,2.652327,no,1.991565,0.319008,Sometimes,Automobile,Obesity_Type_I 18965,Female,25.96701,1.71146,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.206954,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 18966,Male,19.0,1.78,55.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 18967,Male,22.771612,1.853223,93.798055,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 18968,Male,19.052833,1.708071,83.016968,yes,no,2.153639,1.476204,Sometimes,no,2.0,no,2.172546,0.467048,no,Automobile,Overweight_Level_I 18969,Female,18.88485,1.745602,133.618706,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.433151,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 18970,Female,24.444846,1.52906,77.965532,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.426643,Sometimes,Public_Transportation,Overweight_Level_II 18971,Female,18.0,1.62,53.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 18972,Male,26.358919,1.737984,80.018571,yes,yes,2.0,3.998766,Sometimes,no,2.311791,no,0.921268,0.024088,Sometimes,Public_Transportation,Overweight_Level_I 18973,Female,18.744914,1.730636,133.554686,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,1.236114,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 18974,Female,21.483284,1.746411,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.427037,0.630866,Sometimes,Public_Transportation,Obesity_Type_III 18975,Female,18.0,1.62,82.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 18976,Male,29.883021,1.838266,86.413388,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,0.0,1.604608,Sometimes,Automobile,Overweight_Level_I 18977,Female,18.0,1.63,60.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18978,Female,21.768834,1.768493,50.0,no,yes,3.0,3.0,Frequently,no,1.796257,no,0.874643,0.0,no,Public_Transportation,Insufficient_Weight 18979,Male,19.090023,1.609005,100.245302,yes,yes,2.263245,3.0,Sometimes,no,2.930137,no,2.011646,0.419446,no,Public_Transportation,Obesity_Type_I 18980,Female,22.969366,1.6,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 18981,Male,23.0,1.722785,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.946173,no,Public_Transportation,Obesity_Type_I 18982,Female,19.86997,1.64187,49.603807,no,yes,3.0,3.0,Sometimes,no,1.953152,no,1.360994,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18983,Female,18.0,1.6,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 18984,Male,26.844812,1.825449,120.60094,yes,yes,2.442536,3.0,Sometimes,no,3.0,no,1.609801,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18985,Male,19.0,1.85,70.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Frequently,Public_Transportation,Normal_Weight 18986,Female,26.0,1.680858,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 18987,Male,21.0,1.75,78.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 18988,Male,28.404332,1.788239,113.234349,yes,yes,2.002796,3.0,Sometimes,no,2.0,no,0.0,1.415536,Sometimes,Automobile,Obesity_Type_II 18989,Female,23.0,1.552648,79.828725,yes,yes,2.0,1.0,Sometimes,no,1.292479,no,0.926201,0.0,no,Public_Transportation,Obesity_Type_I 18990,Female,26.0,1.642392,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.167086,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 18991,Male,25.2984,1.828276,120.996074,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.295685,Sometimes,Public_Transportation,Obesity_Type_II 18992,Male,23.0,1.6,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 18993,Female,19.633898,1.66084,49.039794,no,no,3.0,3.531038,Frequently,no,1.99467,no,1.067817,1.0,Sometimes,Public_Transportation,Insufficient_Weight 18994,Male,30.899219,1.909639,129.013178,yes,yes,3.0,3.0,Sometimes,no,2.042078,no,1.392026,0.917727,Sometimes,Public_Transportation,Obesity_Type_II 18995,Male,21.016623,1.715118,80.0,yes,yes,2.0,1.032887,Sometimes,no,1.755907,no,1.0,1.426103,no,Public_Transportation,Overweight_Level_II 18996,Male,23.963649,1.876898,121.236915,yes,yes,2.397284,2.938902,Sometimes,no,1.983649,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 18997,Female,21.0,1.53,45.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 18998,Male,29.981494,1.909105,129.363771,yes,yes,2.232836,3.0,Sometimes,no,1.295697,no,0.852344,0.930051,Sometimes,Public_Transportation,Obesity_Type_II 18999,Male,30.0,1.8,92.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 19000,Female,21.0,1.75,73.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 19001,Female,26.0,1.643421,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 19002,Male,30.193589,1.609068,102.305767,yes,yes,2.92711,1.836226,Sometimes,no,1.020313,no,1.989171,1.0,no,Public_Transportation,Obesity_Type_II 19003,Male,27.757187,1.717775,82.582954,yes,yes,2.0,2.95833,Sometimes,no,1.853991,no,0.932792,0.646514,Sometimes,Public_Transportation,Overweight_Level_II 19004,Female,21.731497,1.751067,133.03441,yes,yes,3.0,3.0,Sometimes,no,2.887659,no,1.465931,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 19005,Female,18.0,1.62,52.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19006,Male,25.498965,1.766626,113.501549,yes,yes,2.819934,3.0,Sometimes,no,2.094901,no,1.093569,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 19007,Female,18.0,1.58,44.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 19008,Male,18.0,1.62,48.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19009,Male,19.911246,1.704028,82.487375,yes,yes,2.766036,2.10601,Sometimes,no,1.622214,no,0.0,0.603736,Sometimes,Public_Transportation,Overweight_Level_II 19010,Male,30.0,1.76,112.0,yes,yes,1.0,3.0,Sometimes,yes,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 19011,Female,25.999636,1.611239,104.947703,yes,yes,3.0,3.0,Sometimes,no,2.331123,no,0.108386,0.646288,Sometimes,Public_Transportation,Obesity_Type_III 19012,Male,23.0,1.72,60.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 19013,Male,24.186273,1.835643,120.996074,yes,yes,2.911312,3.0,Sometimes,no,3.0,no,1.194898,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19014,Female,35.483601,1.676955,77.473204,yes,yes,2.01054,2.9774,Sometimes,no,2.159987,no,0.922234,0.832515,no,Automobile,Overweight_Level_II 19015,Male,55.137881,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.876696,0.0,no,Automobile,Overweight_Level_II 19016,Male,19.0,1.82,87.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19017,Male,21.391371,1.873368,121.205171,yes,yes,2.921225,2.625475,Sometimes,no,1.081597,no,1.68249,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19018,Male,22.832105,1.837117,55.700497,yes,yes,2.0,1.941307,Frequently,no,2.0,no,1.699181,0.0,no,Automobile,Insufficient_Weight 19019,Male,31.793937,1.702002,82.0,yes,yes,2.8813,1.0,Sometimes,no,1.873004,no,0.0,1.667745,Sometimes,Public_Transportation,Overweight_Level_II 19020,Female,25.909353,1.641918,102.277765,yes,yes,3.0,3.0,Sometimes,no,1.029703,no,0.075776,1.0,Sometimes,Public_Transportation,Obesity_Type_III 19021,Male,23.096353,1.754218,117.368716,yes,yes,1.624366,3.0,Sometimes,no,2.0,no,1.003294,0.619012,Sometimes,Public_Transportation,Obesity_Type_II 19022,Female,17.082867,1.688911,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,0.514225,1.547086,no,Public_Transportation,Insufficient_Weight 19023,Male,21.682367,1.803132,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.843777,no,0.008013,0.503896,Sometimes,Public_Transportation,Obesity_Type_I 19024,Female,23.0,1.65,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19025,Male,30.188303,1.752391,111.829957,yes,yes,1.263216,3.0,Sometimes,no,2.094901,no,0.0,0.262118,Sometimes,Automobile,Obesity_Type_II 19026,Male,18.0,1.7,85.0,yes,yes,2.0,3.0,Sometimes,yes,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19027,Male,25.696073,1.84995,120.898397,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.46046,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19028,Male,16.30687,1.751631,50.0,yes,yes,2.568063,1.0,Sometimes,no,2.0,no,0.115974,1.727828,Sometimes,Public_Transportation,Insufficient_Weight 19029,Male,19.0,1.8,76.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19030,Female,26.0,1.643332,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.0,0.544899,Sometimes,Public_Transportation,Obesity_Type_III 19031,Female,22.0,1.5,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Walking,Normal_Weight 19032,Male,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 19033,Female,18.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 19034,Male,33.0,1.78,83.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19035,Female,21.0,1.6,50.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19036,Female,18.0,1.63,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19037,Female,21.682367,1.748533,133.662583,yes,yes,3.0,3.0,Sometimes,no,1.837184,no,1.508897,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 19038,Male,31.755387,1.759772,118.382361,yes,yes,2.95841,3.0,Sometimes,no,2.53369,no,0.55713,0.0,Sometimes,Automobile,Obesity_Type_II 19039,Male,21.0,1.74,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19040,Female,21.0,1.58,53.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19041,Female,26.0,1.618573,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 19042,Female,18.0,1.62,70.0,yes,yes,1.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19043,Male,19.726522,1.801848,87.272552,yes,yes,1.874935,3.0,Sometimes,no,2.035954,no,0.665439,0.356868,Sometimes,Motorbike,Overweight_Level_I 19044,Male,24.475242,1.75015,118.206565,yes,yes,1.766849,3.0,Sometimes,no,2.0,no,0.647798,0.469735,Sometimes,Automobile,Obesity_Type_II 19045,Female,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Overweight_Level_II 19046,Female,26.0,1.632983,111.939983,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.2916,Sometimes,Public_Transportation,Obesity_Type_III 19047,Male,18.426619,1.764138,57.145917,yes,yes,2.0,3.897078,Sometimes,no,2.426465,no,2.0,1.89388,no,Automobile,Insufficient_Weight 19048,Male,21.0,1.6,65.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19049,Female,21.394047,1.729719,135.524857,yes,yes,3.0,3.0,Sometimes,no,1.610768,no,1.577824,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 19050,Female,38.0,1.56,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 19051,Male,31.190219,1.87407,91.059595,yes,yes,2.0,3.0,Sometimes,no,1.031701,no,0.932888,0.0,Sometimes,Automobile,Overweight_Level_II 19052,Female,26.0,1.62495,110.79263,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 19053,Female,21.3928,1.717288,78.88036,yes,yes,2.328469,1.569176,Sometimes,no,2.147746,no,1.94907,0.655558,Sometimes,Public_Transportation,Overweight_Level_II 19054,Male,17.671064,1.688436,85.0,yes,no,1.979944,3.0,Sometimes,no,2.0,no,2.392047,0.0,no,Public_Transportation,Overweight_Level_II 19055,Male,18.0,1.78,68.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 19056,Male,24.291205,1.784994,113.235538,yes,yes,2.766612,3.0,Sometimes,no,2.003563,no,1.318743,0.001716,Sometimes,Public_Transportation,Obesity_Type_II 19057,Female,20.345161,1.739354,49.742931,yes,yes,2.025479,3.595761,Sometimes,no,1.972016,no,1.977918,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19058,Female,19.0,1.65,68.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.92635,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19059,Male,21.0,1.75,75.0,no,no,2.0,3.0,Frequently,no,3.0,no,3.0,0.0,no,Walking,Normal_Weight 19060,Female,25.95774,1.614484,102.233445,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.035091,0.587932,Sometimes,Public_Transportation,Obesity_Type_III 19061,Male,34.543563,1.73325,101.544589,yes,yes,2.494451,1.131695,Sometimes,no,2.0,no,1.96582,0.0,no,Automobile,Obesity_Type_II 19062,Female,25.929746,1.611822,104.988925,yes,yes,3.0,3.0,Sometimes,no,2.217348,no,0.167943,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 19063,Male,22.754646,1.767077,54.98774,yes,yes,2.824559,3.0,Frequently,no,2.0,no,2.0,1.003011,no,Public_Transportation,Insufficient_Weight 19064,Female,22.0,1.72,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19065,Female,23.803904,1.65,90.032671,yes,yes,2.0,3.0,Sometimes,no,2.771469,no,0.967627,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19066,Female,33.0,1.68,80.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 19067,Male,30.304203,1.610647,100.642257,yes,yes,2.997524,2.175432,Sometimes,no,1.0,no,1.17177,1.665621,no,Public_Transportation,Obesity_Type_II 19068,Male,20.0,1.85,95.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19069,Male,33.0,1.7,84.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Walking,Overweight_Level_II 19070,Female,25.907833,1.642098,104.704707,yes,yes,3.0,3.0,Sometimes,no,1.319912,no,0.246831,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 19071,Male,20.81158,1.780089,113.90198,yes,yes,2.0,3.0,Sometimes,no,3.0,yes,1.030526,2.0,Sometimes,Public_Transportation,Obesity_Type_I 19072,Male,23.0,1.69,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 19073,Female,18.904037,1.745644,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.900857,no,1.465909,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 19074,Female,22.0,1.64,82.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 19075,Female,19.0,1.55,56.0,no,no,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,no,Automobile,Normal_Weight 19076,Male,23.586058,1.751029,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.817146,no,Public_Transportation,Obesity_Type_I 19077,Male,18.0,1.814696,108.019211,yes,yes,2.465575,1.25535,Sometimes,no,3.0,no,1.781751,2.0,no,Public_Transportation,Obesity_Type_I 19078,Male,29.0,1.85,105.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 19079,Male,18.426619,1.777108,57.145917,yes,yes,2.0,3.891994,Sometimes,no,2.0,no,2.0,1.839862,no,Automobile,Insufficient_Weight 19080,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19081,Male,23.0,1.87,70.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 19082,Female,21.051982,1.640535,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.505775,0.673009,Sometimes,Public_Transportation,Obesity_Type_III 19083,Female,24.0,1.63,56.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19084,Male,20.0,1.67,100.0,yes,yes,2.0,1.0,Frequently,no,1.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_II 19085,Female,22.906342,1.608469,45.0,no,no,3.0,3.0,Frequently,no,2.813234,yes,1.079524,0.0,no,Public_Transportation,Insufficient_Weight 19086,Female,24.0,1.64,51.5,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19087,Female,20.552695,1.52,41.220175,no,yes,1.0,1.0,Frequently,no,3.0,no,0.0,1.972926,Sometimes,Public_Transportation,Insufficient_Weight 19088,Female,26.0,1.690614,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 19089,Male,30.958051,1.704877,102.872505,yes,yes,2.636719,2.937607,Sometimes,no,1.0,no,1.818052,0.0,no,Public_Transportation,Obesity_Type_II 19090,Male,21.785351,1.681021,77.355417,yes,yes,2.0,2.880817,Sometimes,no,1.751723,no,0.998391,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19091,Male,17.0,1.84,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Walking,Insufficient_Weight 19092,Female,39.825592,1.606066,80.037202,yes,yes,2.0,2.884848,Sometimes,no,2.078297,no,0.139159,0.0,no,Automobile,Obesity_Type_I 19093,Male,30.554956,1.779136,120.60094,yes,yes,2.671238,3.0,Sometimes,no,2.145368,no,0.882709,0.395979,Sometimes,Automobile,Obesity_Type_II 19094,Female,22.705772,1.724268,49.650897,yes,yes,1.3307,3.0,Sometimes,no,2.039514,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19095,Male,19.895877,1.913241,92.368359,yes,yes,2.0,3.0,Sometimes,no,2.702783,no,0.0,0.572185,Sometimes,Public_Transportation,Overweight_Level_I 19096,Female,26.0,1.644199,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 19097,Female,19.0,1.52,49.0,no,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19098,Male,28.255199,1.856406,120.423567,yes,yes,2.562687,3.0,Sometimes,no,3.0,no,1.616882,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19099,Male,23.0,1.83,63.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 19100,Male,30.350516,1.765464,112.10074,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.138314,Sometimes,Automobile,Obesity_Type_II 19101,Male,18.0,1.722785,52.0,yes,yes,2.927409,3.0,Sometimes,no,2.0,no,0.769726,1.758865,Sometimes,Public_Transportation,Insufficient_Weight 19102,Female,25.0,1.63,63.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 19103,Female,16.129279,1.737165,50.0,no,yes,2.475892,3.765526,Sometimes,no,2.0,no,0.577063,1.251554,Sometimes,Public_Transportation,Insufficient_Weight 19104,Female,19.97981,1.523426,42.0,no,no,3.0,1.226342,Frequently,no,2.0,no,0.0,0.076654,Sometimes,Public_Transportation,Insufficient_Weight 19105,Female,25.982113,1.605314,104.838425,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,0.083675,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 19106,Male,23.0,1.8,75.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19107,Female,24.63474,1.661415,112.835195,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.282063,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 19108,Female,36.0,1.5,80.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 19109,Female,21.0,1.67,75.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19110,Male,26.0,1.8,87.0,no,yes,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 19111,Female,21.0,1.56,50.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19112,Male,18.0,1.8,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19113,Male,41.318302,1.75,118.548733,yes,yes,2.977585,2.733077,Sometimes,no,2.008361,no,0.917014,0.0,Sometimes,Automobile,Obesity_Type_II 19114,Male,22.0,1.77,76.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19115,Male,30.605225,1.661403,124.805868,yes,yes,2.0,3.0,Sometimes,no,1.40077,no,1.553734,0.673009,Sometimes,Public_Transportation,Obesity_Type_II 19116,Male,18.0,1.7,86.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19117,Female,25.95774,1.663341,112.200812,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.0,0.58284,Sometimes,Public_Transportation,Obesity_Type_III 19118,Male,21.0,1.65,72.0,yes,no,3.0,3.0,no,no,3.0,no,3.0,2.0,no,Public_Transportation,Overweight_Level_I 19119,Female,22.0,1.6,64.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19120,Male,19.97166,1.807538,85.002884,yes,yes,2.0,3.0,Sometimes,no,2.993448,no,2.697949,0.0,Sometimes,Automobile,Overweight_Level_I 19121,Female,26.0,1.640741,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 19122,Male,23.096353,1.746061,105.000576,yes,yes,2.0,3.0,Sometimes,no,2.746197,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19123,Male,30.577343,1.650012,103.180918,yes,yes,2.880792,2.701521,Sometimes,no,1.0,no,0.165422,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19124,Male,18.0,1.75,69.5,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19125,Male,22.0,1.842906,89.292073,yes,yes,1.0816,1.894384,Sometimes,yes,1.71659,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19126,Male,17.0,1.8,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Walking,Insufficient_Weight 19127,Female,23.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19128,Male,23.0,1.85,95.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19129,Female,17.0,1.6,65.0,yes,yes,1.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 19130,Male,26.945139,1.82559,120.980508,yes,yes,2.497548,3.0,Sometimes,no,3.0,no,1.062011,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19131,Female,20.978166,1.792378,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.374958,no,1.427413,0.739006,Sometimes,Public_Transportation,Obesity_Type_III 19132,Female,27.0,1.56,45.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Frequently,Automobile,Normal_Weight 19133,Male,23.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Walking,Overweight_Level_I 19134,Male,31.387982,1.691206,89.068227,yes,yes,1.871213,2.806566,Sometimes,no,2.0,no,0.0,0.6454,Sometimes,Automobile,Overweight_Level_I 19135,Male,23.0,1.84,84.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_I 19136,Male,18.0,1.69,50.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19137,Male,28.712995,1.788239,78.0,yes,yes,1.052699,2.372705,Sometimes,no,1.0,no,0.958555,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19138,Male,19.0,1.72,88.0,no,no,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19139,Male,37.955371,1.560648,77.956921,yes,yes,2.934671,1.139317,Sometimes,no,1.0,no,0.261274,0.0,Sometimes,Automobile,Obesity_Type_II 19140,Male,21.0,1.68,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19141,Male,25.991194,1.694997,103.189532,yes,yes,2.397284,3.0,Sometimes,no,2.01051,no,1.586525,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19142,Female,26.0,1.600762,105.122109,yes,yes,3.0,3.0,Sometimes,no,2.555189,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 19143,Female,43.591999,1.691303,77.272652,yes,yes,2.880534,3.0,Sometimes,no,1.876915,no,0.165422,0.0,no,Automobile,Obesity_Type_I 19144,Male,24.002404,1.763987,117.849351,yes,yes,2.323351,2.993856,Sometimes,no,2.146398,no,1.847802,0.729722,Sometimes,Public_Transportation,Obesity_Type_II 19145,Male,17.0,1.85,85.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_II 19146,Female,26.0,1.642098,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.843782,no,0.0,0.171034,Sometimes,Public_Transportation,Obesity_Type_III 19147,Male,25.498751,1.81955,120.980508,yes,yes,2.499108,1.91863,Sometimes,no,2.040952,no,1.082236,1.058007,Sometimes,Public_Transportation,Obesity_Type_II 19148,Male,27.93982,1.694642,99.605527,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.621733,0.0,no,Public_Transportation,Obesity_Type_II 19149,Female,22.717249,1.65,80.555875,yes,yes,2.0,3.087544,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Overweight_Level_II 19150,Female,20.254534,1.5891,41.706283,no,yes,2.720701,1.0,Frequently,no,2.0,no,0.090917,2.0,no,Public_Transportation,Insufficient_Weight 19151,Male,19.0,1.83,85.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19152,Female,18.0,1.62,51.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19153,Male,18.0,1.673482,51.149283,yes,yes,2.252382,3.0,Sometimes,no,1.0,no,1.903182,1.77795,Sometimes,Public_Transportation,Insufficient_Weight 19154,Female,38.0,1.6,63.0,no,no,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 19155,Male,28.825279,1.796332,120.901591,yes,yes,2.996717,3.0,Sometimes,no,2.549617,no,1.685369,0.145284,Sometimes,Automobile,Obesity_Type_II 19156,Male,23.0,1.75,95.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19157,Male,33.0,1.68,83.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 19158,Female,18.0,1.62,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 19159,Female,26.0,1.611462,110.92217,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,0.0,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 19160,Male,20.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 19161,Female,16.0,1.602082,65.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19162,Female,21.165574,1.615854,66.738769,yes,yes,2.954996,3.0,Sometimes,no,2.0,no,0.94893,0.930051,Sometimes,Public_Transportation,Overweight_Level_I 19163,Male,25.539411,1.774644,115.627554,yes,yes,2.653721,3.0,Sometimes,no,2.010596,no,1.016042,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 19164,Female,18.0,1.5,52.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19165,Female,21.90012,1.670058,49.650897,yes,yes,2.9673,3.156309,Frequently,no,2.654078,no,1.293396,0.854536,no,Public_Transportation,Insufficient_Weight 19166,Female,33.0,1.55,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19167,Female,21.538225,1.611058,67.999778,yes,yes,1.482722,3.612941,no,no,1.074048,no,1.112504,1.670313,Sometimes,Public_Transportation,Overweight_Level_I 19168,Male,20.0,1.7,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19169,Female,23.71259,1.598393,44.810751,no,no,3.0,2.967089,Frequently,no,2.121251,no,1.289421,0.0,no,Public_Transportation,Insufficient_Weight 19170,Female,21.813083,1.710564,75.970712,yes,yes,2.303041,3.715118,Sometimes,no,1.792022,no,0.520407,0.228598,Frequently,Public_Transportation,Overweight_Level_I 19171,Male,20.924808,1.787733,105.000097,yes,yes,2.0,3.0,Sometimes,no,2.136159,no,0.0,0.108386,Sometimes,Public_Transportation,Obesity_Type_I 19172,Male,22.829753,1.716677,96.078462,yes,yes,2.0,2.371658,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Obesity_Type_I 19173,Male,25.717522,1.824901,120.748213,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.246223,0.357314,Sometimes,Public_Transportation,Obesity_Type_II 19174,Female,21.909534,1.71073,131.408528,yes,yes,3.0,3.0,Sometimes,no,1.486824,no,1.728332,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 19175,Female,18.0,1.65,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19176,Female,18.469086,1.735461,126.798173,yes,yes,3.0,3.0,Sometimes,no,2.404049,no,1.699181,0.889517,Sometimes,Public_Transportation,Obesity_Type_III 19177,Female,25.550506,1.66877,114.470482,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.194056,0.54396,Sometimes,Public_Transportation,Obesity_Type_III 19178,Male,17.0,1.79,62.0,yes,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19179,Male,23.0,1.78,64.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19180,Female,36.0,1.6,62.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19181,Female,21.0,1.6,68.865008,yes,yes,1.910176,3.0,Sometimes,no,1.853991,no,0.997202,0.207922,Sometimes,Public_Transportation,Overweight_Level_I 19182,Male,23.0,1.781139,107.94747,yes,yes,2.0,1.9154,Sometimes,no,2.566629,no,1.0,0.17403,no,Public_Transportation,Obesity_Type_I 19183,Female,22.0,1.65,58.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 19184,Female,21.768153,1.748313,133.03441,yes,yes,3.0,3.0,Sometimes,no,1.626467,no,1.480919,0.910683,Sometimes,Public_Transportation,Obesity_Type_III 19185,Male,27.968765,1.603923,109.900472,yes,yes,2.317459,1.867836,Sometimes,no,1.0,no,0.110174,0.0,no,Automobile,Obesity_Type_II 19186,Male,23.0,1.66,60.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19187,Male,25.783865,1.755926,113.077187,yes,yes,2.372494,3.0,Sometimes,no,2.305521,no,0.327418,1.150439,Sometimes,Automobile,Obesity_Type_II 19188,Female,18.611197,1.599999,44.810751,no,no,2.942154,2.98212,Sometimes,no,1.18363,yes,1.228136,0.0,no,Public_Transportation,Insufficient_Weight 19189,Male,37.597953,1.75015,118.20313,yes,yes,2.191108,2.98212,Sometimes,no,2.15687,no,0.743593,0.0,Sometimes,Automobile,Obesity_Type_II 19190,Male,31.194323,1.758959,119.201465,yes,yes,2.562409,3.0,Sometimes,no,1.959777,no,0.647632,0.0,Sometimes,Automobile,Obesity_Type_II 19191,Male,25.047945,1.849601,103.175516,yes,yes,2.962415,1.350099,Sometimes,no,1.517215,no,1.15804,0.0,no,Public_Transportation,Obesity_Type_II 19192,Female,20.0,1.65,60.0,yes,yes,3.0,1.0,Always,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19193,Male,18.0,1.72,80.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_II 19194,Female,16.0,1.64,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19195,Female,21.0,1.63,70.0,no,yes,3.0,1.0,no,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19196,Female,19.724106,1.681021,77.224574,yes,no,2.312825,3.378859,Sometimes,no,1.972074,no,1.564618,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19197,Female,21.682636,1.734092,133.346677,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.699181,0.929356,Sometimes,Public_Transportation,Obesity_Type_III 19198,Female,26.0,1.669701,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.640483,no,0.0,0.492528,Sometimes,Public_Transportation,Obesity_Type_III 19199,Female,18.0,1.63,71.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 19200,Female,18.0,1.59,55.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19201,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19202,Female,19.0,1.6,74.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Overweight_Level_I 19203,Female,19.0,1.64,49.0,no,yes,2.0,4.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19204,Female,26.0,1.610488,104.92057,yes,yes,3.0,3.0,Sometimes,no,2.588107,no,0.0,0.465444,Sometimes,Public_Transportation,Obesity_Type_III 19205,Female,23.629159,1.773521,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.618512,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 19206,Female,21.0,1.63,64.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19207,Female,21.291969,1.628909,133.888629,yes,yes,3.0,3.0,Sometimes,no,2.442775,no,1.537639,0.838957,Sometimes,Public_Transportation,Obesity_Type_III 19208,Male,22.0,1.66,60.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19209,Male,21.009596,1.62,67.913561,yes,yes,1.889199,1.0,no,no,2.0,no,1.217993,0.0,no,Public_Transportation,Overweight_Level_I 19210,Male,22.177099,1.859717,121.889803,yes,yes,2.200588,2.966803,Sometimes,no,1.345298,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19211,Male,33.0,1.78,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19212,Male,16.30687,1.777251,57.145917,yes,yes,2.0,3.654061,Sometimes,no,2.08554,no,2.0,1.89388,no,Automobile,Insufficient_Weight 19213,Female,25.822348,1.747962,104.950776,yes,yes,3.0,3.0,Sometimes,no,1.04111,no,0.165422,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 19214,Male,21.0,1.65,80.0,yes,no,2.0,3.0,Always,no,3.0,no,1.0,1.0,no,Walking,Overweight_Level_II 19215,Male,22.025438,1.783906,55.695253,yes,yes,2.0,4.0,Sometimes,no,2.524432,no,2.0,1.672508,Sometimes,Automobile,Insufficient_Weight 19216,Female,26.0,1.736215,132.94066,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,0.0,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 19217,Female,25.999185,1.568543,105.696358,yes,yes,3.0,3.0,Sometimes,no,1.000544,no,0.001297,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 19218,Female,26.0,1.623812,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 19219,Male,25.846279,1.770278,114.144378,yes,yes,2.239634,3.0,Sometimes,no,2.078297,no,1.141708,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19220,Male,30.79626,1.606066,100.066268,yes,yes,2.002784,1.0,Sometimes,no,1.364957,no,1.247505,0.456462,Sometimes,Public_Transportation,Obesity_Type_II 19221,Female,26.0,1.62456,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 19222,Male,25.151286,1.849003,115.025361,yes,yes,2.381164,3.0,Sometimes,no,1.959531,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19223,Female,43.604901,1.598448,77.053948,yes,yes,2.094184,2.880794,Sometimes,no,2.013605,no,0.0,0.0,no,Automobile,Obesity_Type_I 19224,Male,23.0,1.85,65.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19225,Female,21.801791,1.761068,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.612741,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 19226,Female,25.989938,1.602025,104.899348,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.01586,0.621605,Sometimes,Public_Transportation,Obesity_Type_III 19227,Male,27.0,1.8,99.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 19228,Female,26.0,1.638218,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 19229,Female,19.0,1.6,49.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19230,Male,20.0,1.79,53.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 19231,Female,26.0,1.643332,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.0,0.165422,Sometimes,Public_Transportation,Obesity_Type_III 19232,Male,17.0,1.76,59.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19233,Female,33.690239,1.673665,74.959747,yes,yes,2.0,3.0,Sometimes,no,1.205633,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19234,Male,29.08107,1.650189,89.991671,yes,yes,2.176317,2.976098,Sometimes,no,1.082084,no,1.034031,0.0,Sometimes,Automobile,Obesity_Type_I 19235,Female,37.997912,1.571417,62.894283,yes,yes,2.942154,2.129909,Sometimes,no,2.369627,no,2.64102,0.720454,Sometimes,Automobile,Overweight_Level_I 19236,Female,31.255587,1.642506,74.885222,yes,yes,2.0,2.879541,Sometimes,no,1.0,no,0.334579,0.0,Sometimes,Automobile,Overweight_Level_I 19237,Male,18.0,1.78,108.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Obesity_Type_I 19238,Female,18.743587,1.751067,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,0.952725,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 19239,Female,19.0,1.6,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Normal_Weight 19240,Female,21.605896,1.777971,137.858254,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.70464,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 19241,Female,20.924808,1.741193,133.936535,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.433151,0.896842,Sometimes,Public_Transportation,Obesity_Type_III 19242,Male,21.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19243,Male,22.0,1.75,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19244,Male,18.0,1.69,67.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 19245,Male,19.0,1.82,86.0,yes,yes,2.0,3.0,Always,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19246,Female,21.0,1.52,42.3,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 19247,Female,18.0,1.55,60.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 19248,Male,20.677105,1.694423,103.026858,yes,yes,2.795086,2.120936,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_II 19249,Female,19.300435,1.52337,42.0,no,yes,3.0,1.0,Frequently,no,1.000463,yes,0.0,0.526999,Sometimes,Public_Transportation,Insufficient_Weight 19250,Male,17.0,1.67,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Walking,Normal_Weight 19251,Male,22.087056,1.792435,89.998729,yes,yes,2.0,2.608416,Sometimes,no,3.0,no,0.0,0.504176,Sometimes,Public_Transportation,Overweight_Level_I 19252,Female,23.0,1.66,59.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 19253,Female,21.0,1.7,50.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19254,Female,21.0,1.622241,68.250249,yes,yes,1.836554,3.0,no,no,1.319437,no,0.0,1.626456,Sometimes,Public_Transportation,Overweight_Level_I 19255,Female,19.054008,1.771751,57.259124,yes,yes,3.0,4.0,Frequently,no,2.085553,no,2.0,0.0,no,Automobile,Insufficient_Weight 19256,Female,25.988668,1.603404,104.754958,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,0.234303,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 19257,Female,25.748627,1.673665,104.768318,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,0.139808,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 19258,Male,17.0,1.8,60.0,no,yes,3.0,4.0,Always,no,3.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 19259,Female,25.968792,1.678658,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.162279,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 19260,Male,26.826961,1.767077,116.164351,yes,yes,1.961069,3.0,Sometimes,no,2.104264,no,0.112383,0.0,Sometimes,Automobile,Obesity_Type_II 19261,Female,21.02497,1.731195,49.932199,yes,yes,2.969233,3.832911,Frequently,no,1.833635,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 19262,Male,25.058566,1.765464,113.774198,yes,yes,1.570089,3.0,Sometimes,no,2.154898,no,1.541072,0.150544,Sometimes,Automobile,Obesity_Type_II 19263,Female,18.297229,1.627567,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.000454,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 19264,Male,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,yes,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19265,Male,21.0,1.75,73.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 19266,Male,27.266287,1.836669,120.794535,yes,yes,2.938616,3.0,Sometimes,no,2.305521,no,0.958555,1.333559,Sometimes,Automobile,Obesity_Type_II 19267,Female,26.0,1.62,69.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19268,Female,32.0,1.63,82.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Automobile,Obesity_Type_II 19269,Male,33.174147,1.649736,103.841672,yes,yes,2.263245,2.049908,Sometimes,no,1.959777,no,1.313363,0.0,no,Public_Transportation,Obesity_Type_II 19270,Female,23.926098,1.734092,132.045069,yes,yes,3.0,3.0,Sometimes,no,2.835622,no,1.243567,0.58345,Sometimes,Public_Transportation,Obesity_Type_III 19271,Male,21.008051,1.792527,89.652557,yes,yes,2.457547,1.672958,Sometimes,no,2.0,no,0.0,1.358812,Sometimes,Public_Transportation,Overweight_Level_II 19272,Female,18.0,1.6,69.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19273,Female,18.0,1.55,55.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 19274,Female,17.039058,1.699568,67.999778,yes,yes,2.0,2.77684,Sometimes,no,2.0,no,0.0,1.36595,no,Public_Transportation,Overweight_Level_II 19275,Female,35.483601,1.692646,83.986895,yes,yes,3.0,2.962004,Sometimes,no,1.745959,no,1.605983,0.0,no,Automobile,Overweight_Level_II 19276,Male,22.988004,1.719827,89.98168,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.922364,Sometimes,Public_Transportation,Overweight_Level_II 19277,Female,30.710511,1.654961,78.997062,yes,yes,2.805512,3.0,Sometimes,no,1.0,no,1.145752,0.0,Sometimes,Automobile,Overweight_Level_II 19278,Male,30.684347,1.914186,129.232216,yes,yes,2.938031,3.0,Sometimes,yes,1.800335,no,0.94676,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19279,Male,24.149036,1.759721,117.8972,yes,yes,2.910733,3.0,Sometimes,no,2.0,no,0.598655,0.976473,Sometimes,Public_Transportation,Obesity_Type_II 19280,Female,17.0,1.75,57.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Walking,Normal_Weight 19281,Female,26.0,1.653431,104.758713,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,0.181753,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 19282,Female,19.0,1.520862,42.0,no,yes,3.0,3.0,Frequently,no,1.439962,no,0.0,0.540397,Sometimes,Public_Transportation,Insufficient_Weight 19283,Male,23.0,1.829757,120.898397,yes,yes,2.936509,3.0,Sometimes,no,2.740848,no,0.917014,1.93977,no,Public_Transportation,Obesity_Type_II 19284,Female,26.0,1.642392,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.737353,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 19285,Male,18.0,1.78,109.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 19286,Male,33.0,1.85,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 19287,Male,25.036269,1.766946,117.326523,yes,yes,2.300408,3.0,Sometimes,no,2.038958,no,1.034031,0.380979,Sometimes,Public_Transportation,Obesity_Type_II 19288,Male,22.0,1.62,69.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 19289,Female,22.815416,1.632118,82.039,yes,yes,1.836554,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 19290,Female,28.39124,1.75655,79.544998,yes,yes,2.0,1.0,Sometimes,no,2.269564,no,1.809745,0.0,Frequently,Public_Transportation,Overweight_Level_I 19291,Male,23.367212,1.657132,105.966894,yes,yes,2.031185,3.0,Sometimes,no,2.869439,no,0.06275,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19292,Female,21.334585,1.741192,133.742943,yes,yes,3.0,3.0,Sometimes,no,2.611654,no,1.538922,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 19293,Male,28.421533,1.772449,113.441206,yes,yes,2.0,3.0,Sometimes,no,2.116399,no,0.327418,0.0,Sometimes,Automobile,Obesity_Type_II 19294,Female,21.682367,1.741193,134.842656,yes,yes,3.0,3.0,Sometimes,no,1.610632,no,1.538922,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 19295,Female,20.952737,1.716521,129.991623,yes,yes,3.0,3.0,Sometimes,no,1.175714,no,0.852446,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 19296,Male,19.223259,1.801224,85.316125,yes,yes,2.14961,3.714833,Sometimes,no,2.133469,no,2.0,0.071317,Sometimes,Public_Transportation,Overweight_Level_I 19297,Male,30.403205,1.876898,128.261402,yes,yes,2.191108,3.0,Sometimes,no,1.970508,no,0.592607,1.119877,Sometimes,Public_Transportation,Obesity_Type_II 19298,Male,25.057878,1.751046,118.332966,yes,yes,2.927187,3.0,Sometimes,no,2.115967,no,1.562213,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19299,Male,23.0,1.79,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19300,Female,21.979769,1.732951,75.306702,yes,yes,3.0,3.654061,Sometimes,no,1.622214,no,0.0,0.366126,Sometimes,Public_Transportation,Overweight_Level_I 19301,Female,17.0,1.75,50.0,no,yes,1.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19302,Female,16.441786,1.59559,44.581159,no,yes,2.910345,1.169173,Sometimes,no,2.45126,yes,0.194745,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19303,Female,26.0,1.640535,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.939982,Sometimes,Public_Transportation,Obesity_Type_III 19304,Male,33.690239,1.683124,83.986714,yes,yes,2.512719,3.0,Sometimes,no,1.131448,no,0.130417,0.0,Sometimes,Automobile,Overweight_Level_II 19305,Male,19.0,1.79,80.0,no,yes,1.0,4.0,Sometimes,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19306,Female,26.0,1.62495,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 19307,Male,21.0,1.8,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_I 19308,Female,21.0,1.5,63.0,no,no,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 19309,Male,22.815416,1.741377,96.303855,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.698874,1.0,no,Public_Transportation,Obesity_Type_I 19310,Male,20.0,1.75,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19311,Female,18.611197,1.73581,112.966428,yes,yes,3.0,3.0,Sometimes,no,1.422483,no,1.645532,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 19312,Male,25.151286,1.783782,104.838425,yes,yes,2.724121,1.599464,Sometimes,no,2.408442,no,0.121585,0.764452,no,Public_Transportation,Obesity_Type_II 19313,Male,27.562425,1.801224,119.441207,yes,yes,2.787589,2.992083,Sometimes,no,2.824559,no,1.089891,0.47787,Sometimes,Public_Transportation,Obesity_Type_II 19314,Female,25.930376,1.610086,102.874549,yes,yes,3.0,3.0,Sometimes,no,1.050564,no,0.026033,0.539074,Sometimes,Public_Transportation,Obesity_Type_III 19315,Female,21.0,1.66,58.0,no,yes,1.0,1.0,Always,no,1.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19316,Female,23.0,1.61,66.0,no,yes,2.0,3.0,Frequently,no,2.0,no,3.0,1.0,no,Public_Transportation,Normal_Weight 19317,Male,19.0,1.8,85.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19318,Male,21.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 19319,Female,26.0,1.721057,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.20281,Sometimes,Public_Transportation,Obesity_Type_III 19320,Male,26.0,1.9,70.0,no,yes,3.0,4.0,Always,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19321,Female,45.0,1.7,79.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 19322,Female,25.954511,1.629727,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.41752,no,0.190061,0.858392,Sometimes,Public_Transportation,Obesity_Type_III 19323,Male,22.126325,1.722785,94.790579,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.944177,no,Public_Transportation,Obesity_Type_I 19324,Male,33.0,1.72,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Automobile,Overweight_Level_II 19325,Male,27.394123,1.86741,121.835883,yes,yes,2.499388,2.996444,Sometimes,no,2.165804,no,1.231031,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19326,Male,20.0,1.93,90.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19327,Female,25.954511,1.622701,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 19328,Male,18.0,1.75,52.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19329,Female,19.0,1.7,50.0,yes,no,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 19330,Female,26.0,1.627532,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 19331,Male,21.394047,1.843419,85.196279,yes,yes,2.045027,3.0,Sometimes,no,2.793505,no,2.206055,0.281815,Sometimes,Public_Transportation,Overweight_Level_I 19332,Female,18.0,1.56,51.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19333,Male,22.0,1.78,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 19334,Female,26.0,1.624134,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.380695,Sometimes,Public_Transportation,Obesity_Type_III 19335,Male,17.0,1.76,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19336,Male,32.997118,1.697421,103.250355,yes,yes,2.92711,2.650088,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Obesity_Type_II 19337,Female,22.77789,1.746411,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.702839,no,1.516147,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 19338,Female,20.850119,1.741014,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,1.618512,0.928972,Sometimes,Public_Transportation,Obesity_Type_III 19339,Male,31.761799,1.756772,119.081804,yes,yes,2.432355,3.0,Sometimes,no,2.292906,no,0.427905,1.152899,Sometimes,Automobile,Obesity_Type_II 19340,Male,18.0,1.787787,108.019211,yes,yes,2.0,1.91863,Sometimes,no,2.147746,no,1.0,1.541455,no,Public_Transportation,Obesity_Type_I 19341,Male,17.0,1.79,59.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 19342,Male,30.958051,1.829757,120.337664,yes,yes,2.925941,2.95833,Sometimes,no,2.926995,no,1.661556,0.735868,Sometimes,Public_Transportation,Obesity_Type_II 19343,Male,23.0,1.769269,96.875502,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 19344,Female,17.0,1.51,57.0,yes,yes,2.0,3.0,Frequently,yes,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 19345,Female,20.0,1.67,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 19346,Female,19.21164,1.59559,39.591159,no,yes,2.569075,1.595784,Sometimes,no,2.549617,no,1.190465,1.899073,no,Public_Transportation,Insufficient_Weight 19347,Male,18.024853,1.802257,104.810024,yes,yes,2.0,3.0,Sometimes,no,2.35818,no,0.02006,0.573958,Sometimes,Public_Transportation,Obesity_Type_I 19348,Male,23.0,1.76,72.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 19349,Female,23.0,1.65,62.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 19350,Female,26.0,1.654784,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.884033,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 19351,Male,22.969366,1.793451,89.909259,yes,yes,2.0,1.095223,Sometimes,no,2.0,no,0.0,0.391753,Sometimes,Public_Transportation,Overweight_Level_II 19352,Female,26.0,1.63302,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 19353,Female,21.0,1.58,47.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19354,Male,25.486521,1.719342,115.531622,yes,yes,2.763215,3.0,Sometimes,no,2.165804,no,1.4164,0.32803,Sometimes,Public_Transportation,Obesity_Type_II 19355,Female,18.0,1.6,55.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19356,Female,25.968792,1.608283,105.712219,yes,yes,3.0,3.0,Sometimes,no,2.430918,no,1.63812,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 19357,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 19358,Male,36.673882,1.677573,90.0,yes,yes,2.290095,1.782109,Sometimes,no,2.0,no,1.997529,0.0,Sometimes,Automobile,Obesity_Type_I 19359,Female,17.0,1.63,55.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19360,Female,24.693108,1.72692,114.004832,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.17048,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 19361,Male,24.145295,1.82559,120.860386,yes,yes,2.996717,3.0,Sometimes,no,2.013205,no,0.691369,0.474836,Sometimes,Public_Transportation,Obesity_Type_II 19362,Male,18.0,1.70165,50.157707,yes,yes,1.99953,3.0,Sometimes,no,1.142873,no,0.833976,1.616045,Sometimes,Public_Transportation,Insufficient_Weight 19363,Female,19.407204,1.7,77.26813,yes,no,2.185938,2.973504,Sometimes,no,2.813234,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19364,Male,30.870724,1.670774,101.626189,yes,yes,2.99448,2.39007,Sometimes,no,1.0,no,0.934286,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19365,Male,31.347497,1.828391,125.418548,yes,yes,2.206119,3.0,Sometimes,no,1.959287,no,0.877067,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19366,Male,24.001685,1.76414,113.277388,yes,yes,1.57223,3.0,Sometimes,no,1.000544,no,1.082236,0.566353,Sometimes,Public_Transportation,Obesity_Type_II 19367,Female,19.0,1.520862,42.0,no,yes,2.927218,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19368,Female,21.682367,1.71659,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.71659,no,1.493018,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 19369,Male,19.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19370,Male,21.840654,1.739293,75.057177,yes,yes,2.061952,3.0,Sometimes,no,2.622638,yes,0.833976,0.39174,Sometimes,Public_Transportation,Overweight_Level_I 19371,Female,25.955014,1.594776,104.835346,yes,yes,3.0,3.0,Sometimes,no,2.447306,no,0.043689,0.41322,Sometimes,Public_Transportation,Obesity_Type_III 19372,Female,22.0,1.64,94.0,yes,yes,2.0,3.0,Always,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 19373,Female,26.0,1.641098,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 19374,Female,26.0,1.622468,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 19375,Female,39.585811,1.501993,76.129784,yes,yes,2.0,2.372705,Sometimes,no,1.722063,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19376,Female,25.955361,1.626449,104.879602,yes,yes,3.0,3.0,Sometimes,no,2.094901,no,0.067329,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 19377,Female,22.884722,1.622787,82.0,yes,yes,2.0,3.0,Sometimes,no,1.968011,no,0.0,1.597608,Sometimes,Public_Transportation,Obesity_Type_I 19378,Male,18.0,1.7,75.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19379,Female,21.997683,1.729045,131.529267,yes,yes,3.0,3.0,Frequently,no,1.430444,no,1.68291,0.823069,Sometimes,Public_Transportation,Obesity_Type_III 19380,Female,25.908829,1.618867,104.846817,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.0,0.283804,Sometimes,Public_Transportation,Obesity_Type_III 19381,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19382,Male,36.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Automobile,Obesity_Type_I 19383,Male,21.0,1.6,66.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19384,Male,20.013906,1.84342,122.609911,yes,yes,2.765063,3.0,Sometimes,no,1.412049,no,0.884935,0.70778,Sometimes,Public_Transportation,Obesity_Type_II 19385,Female,25.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19386,Male,30.0,1.8,125.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19387,Male,23.806789,1.717775,83.952968,yes,yes,2.0,2.799979,Sometimes,no,2.434832,no,0.0,1.443212,Sometimes,Public_Transportation,Overweight_Level_II 19388,Female,26.0,1.65782,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.123861,Sometimes,Public_Transportation,Obesity_Type_III 19389,Male,30.424369,1.707613,100.642257,yes,yes,2.744994,3.0,Sometimes,no,1.0,no,0.899864,1.554404,Sometimes,Public_Transportation,Obesity_Type_II 19390,Female,26.0,1.626503,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.704636,no,0.0,0.824607,Sometimes,Public_Transportation,Obesity_Type_III 19391,Male,33.0,1.65,103.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_II 19392,Male,21.0,1.75,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19393,Female,26.0,1.640606,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.702783,no,0.0,0.228486,Sometimes,Public_Transportation,Obesity_Type_III 19394,Female,18.011903,1.570811,70.0,yes,no,2.0,3.0,Sometimes,no,1.017225,no,1.922234,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19395,Female,17.0,1.51,55.0,no,yes,1.0,1.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19396,Male,30.0,1.7,84.0,yes,no,3.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Frequently,Automobile,Overweight_Level_II 19397,Male,25.062942,1.828276,120.998266,yes,yes,2.642744,3.0,Sometimes,no,3.0,no,1.685369,0.39174,Sometimes,Public_Transportation,Obesity_Type_II 19398,Male,45.0,1.72,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 19399,Male,21.0,1.75,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19400,Female,26.0,1.641132,111.841706,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.22183,Sometimes,Public_Transportation,Obesity_Type_III 19401,Female,18.0,1.638085,49.125955,no,yes,2.911877,3.0,Sometimes,no,1.0,no,0.852344,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19402,Female,18.0,1.6,57.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 19403,Female,26.0,1.627839,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 19404,Male,21.0,1.7,65.0,no,yes,2.0,3.0,Always,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 19405,Female,33.0,1.64,84.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19406,Female,22.525525,1.596466,44.594588,no,no,2.594653,1.882158,Frequently,no,1.916812,no,1.417119,0.0,no,Public_Transportation,Insufficient_Weight 19407,Male,26.69858,1.848553,119.117122,yes,yes,2.744994,2.799979,Sometimes,no,2.0,no,0.64235,0.0,no,Public_Transportation,Obesity_Type_II 19408,Female,26.0,1.631332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.196288,Sometimes,Public_Transportation,Obesity_Type_III 19409,Male,20.0,1.88,66.0,no,no,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19410,Female,19.86997,1.849425,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.530157,no,1.956278,0.896105,Sometimes,Public_Transportation,Obesity_Type_III 19411,Female,21.413642,1.610225,104.548794,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 19412,Male,25.509034,1.771817,114.163921,yes,yes,1.362441,3.0,Sometimes,no,2.088929,no,1.631912,0.281815,Sometimes,Public_Transportation,Obesity_Type_II 19413,Female,21.0,1.65,60.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19414,Male,55.0,1.7,80.0,no,no,3.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 19415,Male,23.0,1.7,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Normal_Weight 19416,Male,23.0,1.83,88.0,yes,no,2.0,3.0,Frequently,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 19417,Female,20.871667,1.80671,54.835576,yes,yes,3.0,3.0,Sometimes,no,2.180566,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 19418,Male,19.0,1.8,65.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 19419,Female,18.20701,1.781032,140.292018,yes,yes,3.0,3.0,Sometimes,no,2.830247,no,1.783138,0.789064,Sometimes,Public_Transportation,Obesity_Type_III 19420,Male,23.603191,1.829971,121.204668,yes,yes,2.585942,2.756622,Sometimes,no,2.435978,no,0.324913,0.31794,Sometimes,Public_Transportation,Obesity_Type_II 19421,Female,24.317607,1.733439,91.204753,yes,yes,2.020785,3.0,Sometimes,no,2.777557,no,1.903338,0.0,Sometimes,Automobile,Obesity_Type_I 19422,Male,25.66668,1.773664,116.157766,yes,yes,1.962947,3.0,Sometimes,no,2.0,no,1.556709,0.424612,Sometimes,Public_Transportation,Obesity_Type_II 19423,Male,22.018228,1.722884,94.790579,yes,yes,2.0,3.0,Sometimes,no,2.035104,no,0.780117,0.0,no,Public_Transportation,Obesity_Type_I 19424,Male,26.624342,1.702958,112.409191,yes,yes,1.99124,3.0,Sometimes,no,1.979848,no,0.0,0.413752,Sometimes,Public_Transportation,Obesity_Type_II 19425,Female,35.194089,1.752944,73.939268,yes,no,2.0,2.806566,Sometimes,no,1.506518,no,0.807076,0.0,Sometimes,Automobile,Overweight_Level_I 19426,Male,22.867719,1.872517,121.310257,yes,yes,2.907542,2.695396,Sometimes,no,1.732072,no,1.076729,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19427,Male,25.902283,1.669701,113.207124,yes,yes,3.0,3.0,Sometimes,no,2.832659,no,0.0,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 19428,Female,26.0,1.62456,111.830924,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 19429,Male,25.659092,1.754217,117.631707,yes,yes,2.323351,3.0,Sometimes,no,2.154326,no,1.003294,0.06741,Sometimes,Automobile,Obesity_Type_II 19430,Female,25.908431,1.72692,104.999403,yes,yes,3.0,3.0,Sometimes,no,1.656082,no,0.083675,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 19431,Female,40.174191,1.589829,80.0,yes,yes,2.736628,1.0,Sometimes,no,2.0,no,0.174475,0.0,no,Automobile,Obesity_Type_I 19432,Female,26.0,1.76416,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 19433,Male,24.190896,1.704908,104.94582,yes,yes,2.770964,1.355752,Sometimes,no,1.0,no,0.0,1.547086,no,Public_Transportation,Obesity_Type_II 19434,Male,24.825393,1.942725,121.657979,yes,yes,2.540949,2.692889,Sometimes,no,2.90545,no,1.293665,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19435,Female,18.868167,1.746516,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.444382,0.713823,Sometimes,Public_Transportation,Obesity_Type_III 19436,Male,45.0,1.7,80.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 19437,Male,33.293166,1.704028,103.250355,yes,yes,2.0,2.029858,Sometimes,no,1.0,no,1.931829,0.0,no,Public_Transportation,Obesity_Type_II 19438,Female,21.413498,1.732492,133.888629,yes,yes,3.0,3.0,Sometimes,no,1.873004,no,1.412357,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 19439,Female,16.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19440,Female,18.0,1.67,50.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 19441,Male,22.851773,1.703098,51.491957,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 19442,Female,18.20634,1.807406,141.799429,yes,yes,3.0,3.0,Sometimes,no,2.387991,no,1.998047,0.840911,Sometimes,Public_Transportation,Obesity_Type_III 19443,Male,23.0,1.78,95.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,3.0,2.0,Frequently,Automobile,Obesity_Type_I 19444,Female,22.874658,1.71818,82.0,yes,yes,2.654076,2.6648,Sometimes,no,1.610768,no,0.98232,1.380204,Sometimes,Public_Transportation,Overweight_Level_II 19445,Female,26.0,1.631856,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 19446,Male,19.0,1.8,87.0,no,yes,2.0,3.0,Frequently,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19447,Male,21.0,1.7,70.0,yes,no,2.0,4.0,Sometimes,no,3.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 19448,Male,19.114981,1.815347,85.0,yes,yes,2.976975,3.098399,Sometimes,no,2.815293,no,1.981154,0.965464,Sometimes,Public_Transportation,Overweight_Level_I 19449,Male,23.807181,1.712061,94.743892,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.63119,0.0,no,Public_Transportation,Obesity_Type_I 19450,Male,22.851721,1.87407,121.458232,yes,yes,2.19011,3.0,Sometimes,no,1.855054,no,1.076729,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19451,Female,16.0,1.54,47.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19452,Female,21.837058,1.737165,51.437985,yes,yes,3.0,3.12544,Frequently,no,1.144467,no,0.684879,0.930051,no,Public_Transportation,Insufficient_Weight 19453,Female,21.0,1.64,75.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19454,Female,19.724106,1.675953,45.0,yes,no,3.0,3.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 19455,Female,23.0,1.7,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19456,Female,18.549437,1.71146,128.763843,yes,yes,3.0,3.0,Sometimes,no,1.322669,no,0.011161,0.468483,Sometimes,Public_Transportation,Obesity_Type_III 19457,Female,26.0,1.633945,106.048516,yes,yes,3.0,3.0,Sometimes,no,2.653563,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 19458,Female,19.0,1.53,42.0,no,yes,2.129969,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19459,Male,25.0,1.61,66.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Overweight_Level_I 19460,Female,19.0,1.57,49.0,no,yes,2.0,3.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19461,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19462,Female,26.0,1.644078,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.092736,Sometimes,Public_Transportation,Obesity_Type_III 19463,Female,18.94093,1.746416,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.843782,no,1.46046,0.901071,Sometimes,Public_Transportation,Obesity_Type_III 19464,Female,26.0,1.57,60.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 19465,Female,37.084742,1.567915,62.855073,yes,yes,2.253707,3.054416,Sometimes,no,1.0,no,2.008256,0.651904,no,Automobile,Overweight_Level_I 19466,Male,33.954433,1.692242,83.986714,yes,yes,2.0,2.6648,Sometimes,no,1.810738,no,0.742113,0.0,Sometimes,Automobile,Overweight_Level_II 19467,Female,21.491055,1.719913,131.042274,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.520818,0.863043,Sometimes,Public_Transportation,Obesity_Type_III 19468,Female,26.0,1.643421,111.863186,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 19469,Female,23.0,1.59,44.661461,no,yes,2.596579,3.0,Frequently,no,2.81353,no,0.769726,0.0,no,Public_Transportation,Insufficient_Weight 19470,Female,18.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19471,Male,23.170309,1.766888,120.423567,yes,yes,2.219156,3.0,Sometimes,no,2.054193,no,1.392026,0.390178,Sometimes,Public_Transportation,Obesity_Type_II 19472,Female,26.0,1.62456,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.652616,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 19473,Male,26.042738,1.810215,105.254354,yes,yes,2.39728,3.0,Sometimes,no,2.35818,no,1.062011,1.588046,Sometimes,Public_Transportation,Obesity_Type_I 19474,Male,30.315784,1.753349,118.114184,yes,yes,2.045027,3.0,Sometimes,no,2.15687,no,1.079709,0.0,no,Automobile,Obesity_Type_II 19475,Male,25.19291,1.764166,114.097656,yes,yes,1.517912,3.0,Sometimes,no,2.0,no,1.097905,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 19476,Female,21.0,1.66,56.0,no,no,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19477,Male,17.0,1.9,65.0,no,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19478,Male,23.0,1.78,70.0,yes,no,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19479,Female,26.0,1.641601,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 19480,Female,18.0,1.62,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19481,Male,55.0,1.78,87.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_I 19482,Female,34.204408,1.676595,77.26813,yes,yes,2.0,1.867836,Sometimes,no,2.641642,no,0.807076,0.0,no,Automobile,Overweight_Level_II 19483,Female,16.129279,1.603435,45.0,no,yes,2.0,3.0,Sometimes,no,2.36293,no,1.230441,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19484,Female,18.0,1.848294,106.421042,yes,yes,2.0,3.0,Sometimes,no,1.879381,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19485,Male,33.0,1.69,83.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_II 19486,Male,21.980847,1.783914,105.000706,yes,yes,2.571274,3.0,Sometimes,no,2.854161,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19487,Male,29.827481,1.84342,124.269251,yes,yes,2.068834,3.0,Sometimes,no,2.535629,no,1.066101,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19488,Female,21.0,1.5,57.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19489,Female,19.0,1.56,45.0,no,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19490,Female,18.904037,1.687326,90.0,yes,yes,2.108638,3.0,Sometimes,no,2.456581,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19491,Female,21.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19492,Female,41.0,1.65,87.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Automobile,Obesity_Type_I 19493,Female,25.783865,1.643167,110.21734,yes,yes,3.0,3.0,Sometimes,no,2.554007,no,0.01586,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 19494,Male,22.87795,1.738836,96.366777,yes,yes,2.0,2.977543,Sometimes,no,2.770125,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 19495,Female,18.0,1.6,82.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19496,Female,24.473062,1.523426,80.790813,yes,yes,2.0,1.709546,Sometimes,no,2.0,no,0.227802,0.366126,Sometimes,Public_Transportation,Obesity_Type_I 19497,Female,19.0,1.6,45.0,no,yes,2.0,3.0,Frequently,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 19498,Male,22.94313,1.84995,122.06261,yes,yes,3.0,2.608055,Sometimes,no,1.591425,no,1.859667,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19499,Male,20.3756,1.75596,103.706181,yes,yes,2.522399,1.0,Sometimes,no,2.269564,no,2.358699,0.0,no,Public_Transportation,Obesity_Type_I 19500,Female,22.865018,1.55,62.211572,no,yes,2.81746,2.283673,Sometimes,no,2.653831,no,0.248034,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19501,Female,22.0,1.65,56.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 19502,Male,20.0,1.78,105.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19503,Female,21.572114,1.748533,133.45249,yes,yes,3.0,3.0,Sometimes,no,2.876915,no,1.427037,0.903903,Sometimes,Public_Transportation,Obesity_Type_III 19504,Male,19.0,1.7,78.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19505,Male,24.023972,1.793451,120.613561,yes,yes,2.95841,2.992606,Sometimes,no,2.868679,no,1.926592,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19506,Female,25.982113,1.627839,105.428628,yes,yes,3.0,3.0,Sometimes,no,2.351193,no,0.098043,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 19507,Male,17.0,1.85,99.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 19508,Female,39.129291,1.551288,62.211572,yes,yes,2.392665,2.983201,Sometimes,no,2.0,no,0.0,0.10724,Sometimes,Automobile,Overweight_Level_I 19509,Male,22.0,1.74,80.0,yes,yes,2.0,3.0,Sometimes,yes,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 19510,Female,21.285965,1.72692,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.723934,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 19511,Male,18.0,1.8,86.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19512,Female,26.0,1.623812,111.531208,yes,yes,3.0,3.0,Sometimes,no,2.786417,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 19513,Female,21.682636,1.748106,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.864933,no,1.361533,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 19514,Male,21.0,1.72,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19515,Female,19.0,1.6,65.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19516,Female,25.42724,1.68395,104.759643,yes,yes,3.0,3.0,Sometimes,no,1.383894,no,0.220825,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 19517,Male,19.0,1.72,85.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_II 19518,Male,23.0,1.68,68.0,no,yes,2.0,4.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 19519,Female,18.0,1.58,40.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19520,Female,26.0,1.610225,104.928643,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.453314,Sometimes,Public_Transportation,Obesity_Type_III 19521,Female,23.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19522,Female,26.0,1.632377,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.613504,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 19523,Female,26.0,1.649178,105.257543,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 19524,Female,26.0,1.643332,111.939671,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 19525,Female,38.0,1.63,77.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19526,Female,21.02064,1.64456,88.03748,yes,yes,2.0,1.001383,Sometimes,no,3.0,no,1.39016,0.0,no,Public_Transportation,Obesity_Type_I 19527,Male,32.593129,1.706741,101.634313,yes,yes,2.9673,3.0,Sometimes,no,1.919529,no,0.899864,0.555967,Sometimes,Automobile,Obesity_Type_II 19528,Male,18.0,1.7,80.0,no,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19529,Female,21.0,1.62,68.0,yes,no,2.0,1.0,Sometimes,no,1.0,no,0.0,1.0,no,Public_Transportation,Overweight_Level_II 19530,Female,21.682367,1.747962,147.296186,yes,yes,3.0,3.0,Sometimes,no,2.702789,no,1.999897,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 19531,Female,34.0,1.65,77.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Automobile,Overweight_Level_II 19532,Male,21.0,1.75,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19533,Male,19.090023,1.717601,79.863546,yes,no,1.994679,2.9948,Sometimes,no,2.0,no,1.926592,1.0,no,Public_Transportation,Overweight_Level_II 19534,Male,18.0,1.725548,51.437985,yes,yes,2.0,3.0,Sometimes,no,1.957871,no,0.0,0.947192,Sometimes,Public_Transportation,Insufficient_Weight 19535,Female,18.0,1.6,55.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19536,Male,19.749627,1.811602,87.668828,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.834373,0.779641,Sometimes,Public_Transportation,Overweight_Level_I 19537,Female,18.335019,1.741192,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.627569,no,1.429256,0.835771,Sometimes,Public_Transportation,Obesity_Type_III 19538,Male,18.0,1.780846,95.269089,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.34403,Sometimes,Public_Transportation,Obesity_Type_I 19539,Male,30.575349,1.849507,124.95278,yes,yes,2.01695,3.0,Sometimes,no,2.358088,no,0.797209,0.185499,Sometimes,Public_Transportation,Obesity_Type_II 19540,Female,20.0,1.64,50.0,yes,yes,3.0,4.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19541,Male,16.0,1.82,71.0,no,yes,2.0,4.0,Frequently,no,2.0,no,3.0,1.0,Sometimes,Walking,Normal_Weight 19542,Male,17.0,1.83,84.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Walking,Overweight_Level_II 19543,Female,21.0,1.7,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 19544,Female,19.0,1.55,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19545,Male,16.30687,1.75,45.0,no,yes,2.914453,3.240578,Sometimes,no,2.515765,yes,1.072662,0.9974,Sometimes,Public_Transportation,Insufficient_Weight 19546,Female,25.66668,1.7199,109.810012,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.001015,0.912345,Sometimes,Public_Transportation,Obesity_Type_III 19547,Female,28.830558,1.7,78.0,yes,yes,2.0,1.724887,Sometimes,no,2.0,no,0.0,2.0,Frequently,Walking,Overweight_Level_II 19548,Male,17.0,1.78,50.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,2.0,1.0,no,Walking,Insufficient_Weight 19549,Female,19.0,1.62,58.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19550,Female,25.930376,1.603404,104.854928,yes,yes,3.0,3.0,Sometimes,no,2.709654,no,0.24629,0.516764,Sometimes,Public_Transportation,Obesity_Type_III 19551,Male,29.483056,1.909105,129.013178,yes,yes,2.061969,3.0,Sometimes,yes,1.163264,no,0.146919,1.443212,Sometimes,Public_Transportation,Obesity_Type_II 19552,Male,21.721507,1.788459,106.49141,yes,yes,2.0,3.0,Sometimes,no,2.061062,no,0.0,0.726118,Sometimes,Public_Transportation,Obesity_Type_I 19553,Female,18.233541,1.778632,137.79299,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.999631,0.816986,Sometimes,Public_Transportation,Obesity_Type_III 19554,Male,25.512048,1.817917,117.75701,yes,yes,2.976509,3.0,Sometimes,no,2.530301,no,1.293396,0.639894,Sometimes,Public_Transportation,Obesity_Type_II 19555,Female,25.95774,1.664463,102.233445,yes,yes,3.0,3.0,Sometimes,no,1.068493,no,0.0,0.101026,Sometimes,Public_Transportation,Obesity_Type_III 19556,Female,21.011124,1.792378,137.044959,yes,yes,3.0,3.0,Sometimes,no,2.861533,no,1.999836,0.655571,Sometimes,Public_Transportation,Obesity_Type_III 19557,Female,21.849705,1.729719,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.399183,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 19558,Female,26.0,1.62456,110.21734,yes,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,0.453404,Sometimes,Public_Transportation,Obesity_Type_III 19559,Male,28.421533,1.868923,101.634313,yes,yes,2.801992,1.139317,Sometimes,no,1.998108,no,1.19102,0.0,no,Public_Transportation,Obesity_Type_II 19560,Female,19.726948,1.739293,49.838965,no,yes,2.591439,3.494849,Frequently,no,2.430918,no,2.0,0.766668,no,Public_Transportation,Insufficient_Weight 19561,Female,25.919571,1.611462,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.023328,no,0.05093,0.08922,Sometimes,Public_Transportation,Obesity_Type_III 19562,Female,19.994543,1.762389,133.017105,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.486289,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 19563,Male,41.0,1.8,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.356288,0.0,Sometimes,Automobile,Obesity_Type_II 19564,Female,22.0,1.61,63.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19565,Male,30.710511,1.788459,120.344402,yes,yes,2.766612,3.0,Sometimes,no,2.154326,no,1.926381,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 19566,Female,23.0,1.53,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19567,Male,18.0,1.792239,108.602715,yes,yes,2.0,1.120102,Sometimes,no,2.622638,no,1.0,1.343044,no,Public_Transportation,Obesity_Type_I 19568,Male,21.0,1.85,64.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19569,Female,26.0,1.622701,111.950113,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.0,0.224559,Sometimes,Public_Transportation,Obesity_Type_III 19570,Female,39.656559,1.631856,80.086524,yes,yes,2.312528,3.0,Sometimes,no,2.885852,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19571,Male,18.0,1.8,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19572,Female,32.707653,1.707259,79.109637,yes,yes,2.0,1.0,Sometimes,no,1.458545,no,0.922739,0.0,no,Public_Transportation,Overweight_Level_II 19573,Female,26.0,1.631332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.640539,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 19574,Female,37.524551,1.567915,76.642944,yes,yes,2.0,3.0,Sometimes,no,1.603549,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19575,Male,25.945139,1.8,97.416417,yes,yes,2.0,2.27374,Sometimes,no,3.0,no,2.0,1.0,no,Public_Transportation,Obesity_Type_I 19576,Male,21.123048,1.700038,80.0,yes,yes,2.0,2.701521,Sometimes,no,2.0,no,2.119682,0.0,no,Public_Transportation,Overweight_Level_II 19577,Female,26.0,1.641601,111.95611,yes,yes,3.0,3.0,Sometimes,no,2.852687,no,1.612741,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 19578,Female,16.270434,1.618867,65.0,yes,yes,2.0,3.0,Sometimes,no,2.151496,no,0.0,1.509831,Sometimes,Public_Transportation,Overweight_Level_I 19579,Female,19.442663,1.53161,62.877347,yes,no,2.048216,1.0,Sometimes,no,1.274718,no,1.612741,1.0,no,Public_Transportation,Overweight_Level_II 19580,Male,20.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19581,Male,19.0,1.68,94.0,yes,no,3.0,3.0,Always,no,3.0,no,3.0,1.0,Frequently,Walking,Obesity_Type_I 19582,Male,23.745833,1.667852,102.523111,yes,yes,2.96405,2.141839,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 19583,Male,18.0,1.78,52.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Insufficient_Weight 19584,Female,19.816228,1.721057,50.0,no,no,1.036414,4.0,Frequently,no,1.426874,no,0.028202,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19585,Male,23.881938,1.806947,105.359688,yes,yes,2.0,3.0,Sometimes,no,2.090413,no,0.0,0.598244,Sometimes,Public_Transportation,Obesity_Type_I 19586,Female,19.058511,1.662017,49.838965,no,yes,1.4925,3.0,Sometimes,no,2.843675,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19587,Female,23.0,1.65,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 19588,Male,18.0,1.79,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Insufficient_Weight 19589,Female,18.0,1.65,91.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19590,Male,26.740655,1.792687,120.209711,yes,yes,2.032883,3.0,Sometimes,no,2.738485,no,0.712726,0.371941,Sometimes,Public_Transportation,Obesity_Type_II 19591,Female,26.0,1.640741,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.133523,Sometimes,Public_Transportation,Obesity_Type_III 19592,Female,17.764764,1.73196,84.191125,yes,yes,2.341133,2.645858,Sometimes,no,2.0,yes,0.932783,1.84383,no,Public_Transportation,Overweight_Level_I 19593,Female,23.0,1.7,78.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19594,Female,19.993565,1.737056,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.537639,0.775378,Sometimes,Public_Transportation,Obesity_Type_III 19595,Female,19.735968,1.55,63.892071,no,yes,2.0,1.0,Sometimes,no,2.374044,yes,1.661556,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19596,Female,26.0,1.622418,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.0,0.284453,Sometimes,Public_Transportation,Obesity_Type_III 19597,Male,25.0,1.65,102.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 19598,Female,25.95383,1.640741,104.839068,yes,yes,3.0,3.0,Sometimes,no,1.031701,no,0.889963,0.931721,Sometimes,Public_Transportation,Obesity_Type_III 19599,Male,23.0,1.8,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 19600,Male,18.0,1.72,53.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19601,Female,25.95774,1.62414,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.654517,no,0.029728,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 19602,Female,26.0,1.668931,109.980145,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.290898,Sometimes,Public_Transportation,Obesity_Type_III 19603,Female,19.0,1.647811,49.039794,no,no,2.81646,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19604,Male,24.201622,1.839699,118.332966,yes,yes,2.652779,2.271734,Sometimes,no,2.0,no,0.934286,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19605,Male,27.394123,1.62,69.529625,yes,no,2.278644,3.0,Sometimes,no,2.526193,no,1.0,1.285373,no,Public_Transportation,Overweight_Level_II 19606,Male,31.387982,1.909105,125.418548,yes,yes,2.921225,1.032887,Sometimes,yes,1.0,no,0.852344,0.217632,Sometimes,Public_Transportation,Obesity_Type_II 19607,Female,21.02064,1.65,88.126544,yes,yes,2.0,1.0,Sometimes,no,2.115967,no,1.66639,1.460564,no,Public_Transportation,Obesity_Type_I 19608,Male,38.392569,1.75,118.40174,yes,yes,2.9673,3.0,Sometimes,no,2.170225,no,0.641954,0.0,Sometimes,Automobile,Obesity_Type_II 19609,Male,33.270448,1.810616,91.798103,yes,yes,2.0,2.894142,Sometimes,no,2.0,no,1.976427,0.0,Sometimes,Automobile,Overweight_Level_II 19610,Female,17.288205,1.6,65.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,0.281734,1.541455,no,Public_Transportation,Overweight_Level_II 19611,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Always,no,3.0,no,3.0,2.0,no,Public_Transportation,Overweight_Level_I 19612,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19613,Female,18.0,1.63,50.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 19614,Male,20.601222,1.696365,104.772164,yes,yes,2.869833,1.198643,Sometimes,no,1.554925,no,0.216908,1.0,no,Public_Transportation,Obesity_Type_II 19615,Male,33.0,1.74,84.0,no,no,3.0,1.0,Frequently,no,3.0,no,3.0,0.0,Frequently,Automobile,Overweight_Level_II 19616,Male,40.973007,1.7921,109.982692,yes,yes,2.273548,3.0,Sometimes,no,2.331123,no,1.315045,0.472343,Sometimes,Automobile,Obesity_Type_I 19617,Female,43.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 19618,Male,23.0,1.7,95.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19619,Female,26.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Automobile,Obesity_Type_I 19620,Male,16.0,1.65,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19621,Male,21.207423,1.701387,94.790579,yes,yes,2.0,2.655265,Sometimes,no,2.292073,no,0.770536,0.0,no,Public_Transportation,Obesity_Type_I 19622,Female,25.498751,1.626503,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.439962,no,0.005939,0.599441,Sometimes,Public_Transportation,Obesity_Type_III 19623,Female,25.783865,1.631856,110.81746,yes,yes,3.0,3.0,Sometimes,no,2.816052,no,0.01586,0.766668,Sometimes,Public_Transportation,Obesity_Type_III 19624,Male,24.201622,1.82559,120.775439,yes,yes,2.749268,3.0,Sometimes,no,2.939492,no,1.746583,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19625,Female,21.572114,1.76416,133.843033,yes,yes,3.0,3.0,Sometimes,no,1.607531,no,1.427037,0.902825,Sometimes,Public_Transportation,Obesity_Type_III 19626,Female,21.938831,1.613921,68.803694,yes,yes,1.780746,3.715148,no,no,2.0,no,0.467562,0.062167,Sometimes,Public_Transportation,Overweight_Level_I 19627,Male,39.965474,1.838266,96.366777,yes,yes,2.294067,3.96981,Sometimes,no,3.0,no,2.545707,0.0,Frequently,Automobile,Obesity_Type_I 19628,Female,30.686701,1.687094,79.849252,yes,yes,2.795086,3.0,Sometimes,no,1.0,no,0.0,0.9974,no,Automobile,Overweight_Level_II 19629,Male,18.0,1.74,64.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19630,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,Sometimes,yes,3.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 19631,Female,19.0,1.54,48.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19632,Female,26.0,1.630927,111.950413,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.26579,Sometimes,Public_Transportation,Obesity_Type_III 19633,Male,18.0,1.63,52.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19634,Female,20.254534,1.523426,41.397378,no,yes,2.734314,1.0,Frequently,no,1.031354,no,0.045651,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19635,Female,21.682367,1.770612,133.955091,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.581242,0.838847,Sometimes,Public_Transportation,Obesity_Type_III 19636,Male,19.0,1.8,85.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19637,Female,19.0,1.848683,49.603807,no,no,3.0,3.558637,Sometimes,no,1.438398,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19638,Female,18.423482,1.777971,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.868679,no,1.505775,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 19639,Female,26.0,1.621231,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.695094,no,0.0,0.436068,Sometimes,Public_Transportation,Obesity_Type_III 19640,Female,21.0,1.75,78.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 19641,Female,25.617227,1.623707,110.621723,yes,yes,3.0,3.0,Sometimes,no,1.705218,no,0.0,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 19642,Female,22.591026,1.670058,63.199726,yes,no,2.740633,1.0,Sometimes,no,2.0,no,2.113151,1.376597,no,Public_Transportation,Overweight_Level_II 19643,Female,21.572114,1.751067,133.843033,yes,yes,3.0,3.0,Sometimes,no,2.955075,no,1.46046,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 19644,Female,22.988004,1.751278,80.0,yes,yes,2.0,2.735706,Sometimes,no,2.371015,no,0.288032,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19645,Female,26.0,1.643332,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.774014,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 19646,Female,21.140165,1.747714,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.415343,no,1.997529,0.692608,Sometimes,Public_Transportation,Obesity_Type_III 19647,Male,22.0,1.71,80.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 19648,Female,26.0,1.632377,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.386861,Sometimes,Public_Transportation,Obesity_Type_III 19649,Male,21.0,1.76,66.0,yes,yes,2.0,3.0,Always,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19650,Male,21.0,1.76,70.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Normal_Weight 19651,Female,21.0,1.54,64.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_III 19652,Male,17.065445,1.750085,60.0,yes,yes,2.979383,4.0,Sometimes,no,2.0,no,2.0,0.639561,no,Automobile,Insufficient_Weight 19653,Female,26.0,1.610225,105.428628,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.0,0.539876,Sometimes,Public_Transportation,Obesity_Type_III 19654,Male,26.740655,1.824432,119.192922,yes,yes,2.992205,3.0,Sometimes,no,2.31083,no,1.281165,0.2916,Sometimes,Automobile,Obesity_Type_II 19655,Male,24.001889,1.606066,100.209405,yes,yes,2.819934,1.672958,Sometimes,no,1.0,no,1.553734,1.707421,Sometimes,Public_Transportation,Obesity_Type_II 19656,Male,23.0,1.7,68.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19657,Male,29.883021,1.803207,108.742005,yes,yes,2.108638,3.0,Sometimes,no,2.091934,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 19658,Male,21.0,1.65,85.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19659,Female,22.676243,1.673665,121.421121,yes,yes,3.0,3.0,Sometimes,no,1.345407,no,0.36009,0.843283,Sometimes,Public_Transportation,Obesity_Type_III 19660,Female,27.0,1.68,68.0,yes,no,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19661,Male,23.32012,1.836943,121.657979,yes,yes,2.636719,2.692889,Sometimes,no,2.816015,no,1.097905,0.0,no,Public_Transportation,Obesity_Type_II 19662,Male,32.895637,1.763987,103.771371,yes,yes,2.341999,1.198643,Sometimes,no,2.079131,no,1.097905,0.0,no,Public_Transportation,Obesity_Type_II 19663,Male,20.406871,1.790172,105.448264,yes,yes,2.0,3.0,Sometimes,no,1.791286,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_I 19664,Male,23.0,1.84629,121.248035,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19665,Male,24.443011,1.914186,121.64139,yes,yes,2.320201,3.0,Sometimes,no,1.0,no,0.729898,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19666,Female,21.0,1.55,48.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19667,Male,27.558801,1.828391,120.998266,yes,yes,2.353603,3.0,Sometimes,no,1.347559,no,0.463949,1.444532,Sometimes,Public_Transportation,Obesity_Type_II 19668,Male,31.194458,1.835381,124.95278,yes,yes,2.191108,2.13229,Sometimes,yes,2.155926,no,0.503279,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19669,Female,43.510672,1.55,76.126112,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 19670,Female,16.0,1.58,58.0,no,yes,1.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19671,Male,41.0,1.68,99.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Automobile,Obesity_Type_I 19672,Female,19.0,1.59,49.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19673,Female,19.0,1.56,55.0,yes,yes,3.0,3.0,Always,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19674,Male,32.610018,1.694439,102.592171,yes,yes,2.813775,2.993634,Sometimes,no,1.0,no,1.958694,0.0,no,Public_Transportation,Obesity_Type_II 19675,Male,23.0,1.755926,52.331172,yes,yes,2.432302,3.0,Sometimes,no,2.0,no,0.06275,1.251554,no,Public_Transportation,Insufficient_Weight 19676,Female,23.319635,1.841852,121.248035,yes,yes,3.0,3.0,Frequently,no,2.632253,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_III 19677,Male,20.0,1.76,66.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19678,Male,30.605225,1.792687,120.394539,yes,yes,2.758394,3.0,Sometimes,no,2.174248,no,0.946763,0.0,Sometimes,Automobile,Obesity_Type_I 19679,Male,22.0,1.9,60.0,no,no,2.0,3.0,Frequently,no,1.0,yes,2.0,0.0,no,Walking,Insufficient_Weight 19680,Male,24.449655,1.784994,120.644178,yes,yes,2.499108,3.0,Sometimes,no,2.165605,no,1.097905,0.677909,Sometimes,Public_Transportation,Obesity_Type_II 19681,Male,20.0,1.79,105.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19682,Female,26.0,1.650125,111.942544,yes,yes,3.0,3.0,Sometimes,no,2.989389,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 19683,Male,21.81119,1.76,116.594351,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19684,Female,26.0,1.640125,111.539494,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 19685,Female,26.0,1.737165,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.632224,no,0.0,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 19686,Male,34.0,1.7,90.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 19687,Female,21.0,1.55,63.0,no,no,2.0,1.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19688,Male,27.558801,1.849507,120.021161,yes,yes,2.934671,2.983201,Sometimes,no,2.0,no,1.586525,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19689,Male,21.056059,1.621412,70.0,no,yes,2.935157,1.0,no,no,2.0,no,0.260079,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19690,Female,26.0,1.629727,111.216192,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.127443,Sometimes,Public_Transportation,Obesity_Type_III 19691,Male,21.72738,1.787787,105.000706,yes,yes,2.652779,3.0,Sometimes,no,2.100112,no,0.349371,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19692,Female,21.210732,1.753266,135.693381,yes,yes,3.0,3.0,Sometimes,no,1.651462,no,1.783138,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 19693,Male,22.0,1.75,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 19694,Female,34.0,1.63,73.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,2.0,0.0,no,Automobile,Overweight_Level_I 19695,Male,23.664709,1.829971,119.192922,yes,yes,2.971574,3.0,Sometimes,no,2.501808,no,0.941424,0.178708,Sometimes,Public_Transportation,Obesity_Type_II 19696,Female,21.285965,1.732951,132.57927,yes,yes,3.0,3.0,Sometimes,no,1.970508,no,1.747347,0.911335,Sometimes,Public_Transportation,Obesity_Type_III 19697,Male,25.66668,1.895468,120.988454,yes,yes,2.95801,3.0,Sometimes,no,3.0,no,1.977918,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19698,Female,21.0,1.6,60.0,no,no,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Walking,Normal_Weight 19699,Male,17.580627,1.840708,85.687751,yes,yes,2.09449,2.581015,Sometimes,no,2.766674,yes,1.689525,0.864583,Sometimes,Public_Transportation,Overweight_Level_I 19700,Male,55.0,1.75,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19701,Female,21.030909,1.782453,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.302507,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 19702,Male,24.0,1.7,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 19703,Female,40.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_II 19704,Female,23.0,1.6,61.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,2.0,0.0,no,Public_Transportation,Normal_Weight 19705,Female,20.871667,1.74823,50.631889,no,yes,3.0,3.0,Sometimes,no,1.833635,no,1.554817,0.613902,Sometimes,Public_Transportation,Insufficient_Weight 19706,Female,18.0,1.6,70.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_I 19707,Female,26.0,1.637725,105.580491,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.444532,Sometimes,Public_Transportation,Obesity_Type_III 19708,Female,34.243146,1.67805,77.00103,yes,yes,2.0,1.802305,Sometimes,no,2.806922,no,0.0,0.0,no,Automobile,Overweight_Level_II 19709,Male,24.475242,1.716691,120.209711,yes,yes,2.262292,2.937989,Sometimes,no,2.310076,no,1.48809,0.008899,Sometimes,Public_Transportation,Obesity_Type_II 19710,Male,20.3756,1.84842,85.002884,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.491642,0.12228,Sometimes,Public_Transportation,Overweight_Level_I 19711,Female,19.0,1.56,45.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19712,Female,21.346647,1.674327,88.431954,yes,yes,2.0,1.792695,Sometimes,no,1.792695,no,0.0,0.798219,Sometimes,Public_Transportation,Overweight_Level_II 19713,Male,17.0,1.7,85.0,no,no,2.0,2.6648,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19714,Female,39.29266,1.681855,79.437921,yes,yes,2.843709,3.0,Sometimes,no,1.444379,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19715,Male,23.0,1.85,72.0,yes,yes,1.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19716,Female,21.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 19717,Female,18.260079,1.751029,124.704781,yes,yes,3.0,3.0,Sometimes,no,2.436261,no,1.995582,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 19718,Male,18.301773,1.75,112.000381,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,1.0,0.725222,Sometimes,Public_Transportation,Obesity_Type_II 19719,Female,26.0,1.642392,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 19720,Female,25.993154,1.602082,104.899348,yes,yes,3.0,3.0,Sometimes,no,2.20979,no,0.02006,0.695838,Sometimes,Public_Transportation,Obesity_Type_III 19721,Female,21.0,1.75,57.0,yes,yes,2.0,3.0,Frequently,no,2.0,yes,1.0,1.0,Sometimes,Automobile,Insufficient_Weight 19722,Male,23.0,1.7,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,no,Automobile,Normal_Weight 19723,Female,18.164768,1.694265,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,0.819682,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19724,Male,30.717727,1.76714,120.344402,yes,yes,2.96405,3.0,Sometimes,no,2.193008,no,0.994422,0.990741,Sometimes,Automobile,Obesity_Type_II 19725,Male,23.0,1.68,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19726,Female,23.0,1.62,80.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 19727,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 19728,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_II 19729,Male,20.0,1.7,60.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 19730,Male,32.593129,1.696412,103.026858,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.946907,0.0,no,Public_Transportation,Obesity_Type_II 19731,Male,21.287999,1.65015,80.0,yes,yes,2.0,1.835543,Sometimes,no,1.927976,no,0.432973,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19732,Female,26.0,1.621671,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.0,0.319008,Sometimes,Public_Transportation,Obesity_Type_III 19733,Male,31.793937,1.841989,118.382361,yes,yes,2.0,3.0,Sometimes,no,2.06039,no,0.597863,1.588046,Sometimes,Public_Transportation,Obesity_Type_II 19734,Female,23.0,1.72,83.0,yes,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 19735,Male,20.0,1.7,85.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19736,Male,29.0,1.792239,89.652557,yes,yes,1.303878,1.374791,Sometimes,no,1.023328,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 19737,Female,21.521294,1.809871,160.935351,yes,yes,3.0,3.0,Sometimes,no,2.471033,no,0.427905,0.735372,Sometimes,Public_Transportation,Obesity_Type_III 19738,Female,25.988668,1.649439,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.685842,no,0.162083,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 19739,Female,21.413642,1.740108,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.843777,no,1.525384,0.534769,Sometimes,Public_Transportation,Obesity_Type_III 19740,Male,24.751511,1.773664,116.160329,yes,yes,1.754401,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_II 19741,Female,26.0,1.641132,111.939983,yes,yes,3.0,3.0,Sometimes,no,1.660614,no,0.095389,0.200379,Sometimes,Public_Transportation,Obesity_Type_III 19742,Male,21.808159,1.719153,80.587953,yes,yes,1.81646,3.0,Sometimes,no,2.0,no,0.577063,1.80931,no,Public_Transportation,Overweight_Level_II 19743,Female,17.0,1.7,50.0,no,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19744,Female,26.0,1.628205,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.684819,no,0.0,0.441502,Sometimes,Public_Transportation,Obesity_Type_III 19745,Female,26.0,1.640745,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.639807,no,0.0,0.17403,Sometimes,Public_Transportation,Obesity_Type_III 19746,Male,22.0,1.85,75.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Normal_Weight 19747,Male,38.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_I 19748,Female,23.0,1.59,53.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19749,Male,39.371523,1.769323,86.940255,yes,yes,2.908757,3.998618,Sometimes,no,2.988771,no,2.236586,0.0,no,Automobile,Overweight_Level_II 19750,Male,35.0,1.7,79.0,no,no,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 19751,Female,23.426036,1.746411,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.425712,0.83509,Sometimes,Public_Transportation,Obesity_Type_III 19752,Male,18.0,1.75,85.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19753,Male,17.099015,1.758628,59.990861,yes,yes,2.381164,4.0,Sometimes,no,2.0,no,2.0,1.898139,no,Automobile,Insufficient_Weight 19754,Female,23.0,1.634832,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.026142,1.771135,no,Public_Transportation,Obesity_Type_I 19755,Female,23.0,1.65,51.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 19756,Female,17.0,1.65,60.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 19757,Female,36.0,1.5,60.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 19758,Female,26.0,1.643421,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.740525,no,0.0,0.152985,Sometimes,Public_Transportation,Obesity_Type_III 19759,Male,32.610018,1.773664,120.998266,yes,yes,2.247704,3.0,Sometimes,no,2.739351,no,1.079524,0.0,Sometimes,Automobile,Obesity_Type_II 19760,Female,17.0,1.55,59.0,no,yes,1.0,1.0,Sometimes,no,3.0,yes,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 19761,Male,30.315784,1.660446,100.618239,yes,yes,2.5621,1.000283,Sometimes,no,1.336526,no,1.256115,0.0,no,Public_Transportation,Obesity_Type_II 19762,Male,36.839761,1.698626,96.303855,yes,no,2.0,2.475228,Sometimes,no,2.0,no,2.910633,1.0,no,Automobile,Obesity_Type_I 19763,Male,18.0,1.828391,51.7325,yes,yes,2.336044,3.995147,Sometimes,no,1.225958,no,0.14495,1.015467,Sometimes,Public_Transportation,Insufficient_Weight 19764,Male,25.472995,1.75,117.326523,yes,yes,2.067817,3.0,Sometimes,no,2.359246,no,1.280191,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19765,Female,20.0,1.57,50.0,no,yes,2.0,4.0,Always,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 19766,Female,25.991194,1.614484,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.043689,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 19767,Male,21.0,1.86,66.0,no,yes,3.0,3.0,Always,no,2.0,yes,1.0,1.0,Sometimes,Automobile,Normal_Weight 19768,Male,30.551762,1.774644,118.332689,yes,yes,2.312528,3.0,Sometimes,no,2.151809,no,0.882709,1.035711,Sometimes,Automobile,Obesity_Type_II 19769,Female,26.0,1.61291,111.963186,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.290979,Sometimes,Public_Transportation,Obesity_Type_III 19770,Female,26.0,1.624134,110.824698,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.668172,Sometimes,Public_Transportation,Obesity_Type_III 19771,Male,23.0,1.7,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 19772,Male,20.400053,1.681719,79.58958,yes,yes,2.13683,2.326233,Sometimes,no,2.0,no,1.0,0.890213,Sometimes,Public_Transportation,Overweight_Level_I 19773,Male,18.0,1.7,70.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 19774,Female,19.816949,1.745644,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.419473,0.858059,Sometimes,Public_Transportation,Obesity_Type_III 19775,Female,23.0,1.59,45.0,yes,no,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 19776,Female,25.967627,1.756509,133.472641,yes,yes,3.0,3.0,Sometimes,no,2.856521,no,1.587406,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 19777,Female,21.0,1.54,63.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19778,Female,39.392569,1.572791,62.337721,yes,yes,2.53915,2.977909,Sometimes,no,1.468297,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19779,Male,29.0,1.688436,90.0,yes,yes,2.262171,1.92822,Sometimes,no,2.791604,no,0.827502,0.0,Sometimes,Automobile,Obesity_Type_I 19780,Male,18.0,1.85,88.0,yes,yes,3.0,4.0,Frequently,no,3.0,no,3.0,1.0,Frequently,Automobile,Overweight_Level_I 19781,Male,25.492855,1.770124,114.163921,yes,yes,2.159033,3.0,Sometimes,no,2.116399,no,1.315045,0.052942,Sometimes,Public_Transportation,Obesity_Type_II 19782,Male,25.015173,1.803132,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.495961,no,0.115369,0.419446,Sometimes,Public_Transportation,Obesity_Type_I 19783,Female,20.0,1.56,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 19784,Female,18.0,1.62,69.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19785,Male,21.016623,1.75,96.01851,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.819661,1.103349,Sometimes,Public_Transportation,Obesity_Type_I 19786,Female,19.314964,1.528011,42.0,no,yes,2.886157,1.317884,Frequently,no,1.322669,no,0.0,0.37465,Sometimes,Public_Transportation,Insufficient_Weight 19787,Male,23.0,1.7,70.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19788,Female,21.0,1.65,60.0,yes,no,2.0,4.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 19789,Female,24.0,1.7,83.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19790,Female,20.979254,1.52906,65.0,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.826609,0.0,no,Public_Transportation,Overweight_Level_II 19791,Female,18.904037,1.730199,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.464204,0.935217,Sometimes,Public_Transportation,Obesity_Type_III 19792,Female,26.0,1.662669,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.70914,no,0.0,0.400847,Sometimes,Public_Transportation,Obesity_Type_III 19793,Female,26.0,1.621233,110.777391,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 19794,Female,18.0,1.62,50.0,yes,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19795,Female,20.924956,1.741192,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.430444,no,1.684582,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 19796,Female,26.0,1.623938,107.025415,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 19797,Female,16.093234,1.618683,67.193585,yes,yes,1.979944,1.0,Sometimes,no,2.0,no,0.736032,1.890214,no,Public_Transportation,Overweight_Level_I 19798,Male,36.542885,1.755926,119.484614,yes,yes,2.9553,3.0,Sometimes,no,2.843777,no,0.598438,0.009254,Sometimes,Automobile,Obesity_Type_II 19799,Female,26.0,1.641209,111.856492,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 19800,Male,23.260061,1.872561,121.244969,yes,yes,3.0,2.695396,Sometimes,no,2.699675,no,0.545931,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19801,Female,21.682367,1.753266,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.708971,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 19802,Female,26.0,1.656504,111.914361,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153669,Sometimes,Public_Transportation,Obesity_Type_III 19803,Male,20.0,1.75,85.0,no,yes,2.0,4.0,Frequently,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19804,Female,18.233541,1.785062,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.852339,no,1.596576,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 19805,Male,25.486521,1.65,116.160329,yes,yes,2.442536,3.0,Sometimes,no,1.0,no,1.289421,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19806,Female,26.0,1.632983,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 19807,Female,26.0,1.666194,105.055686,yes,yes,3.0,3.0,Sometimes,no,2.682909,no,0.05093,0.938791,Sometimes,Public_Transportation,Obesity_Type_III 19808,Female,19.269079,1.607939,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19809,Male,17.0,1.7,85.0,no,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19810,Male,19.755797,1.679515,89.994415,yes,no,1.794825,2.977999,Sometimes,no,2.0,no,1.0,0.738269,Sometimes,Public_Transportation,Overweight_Level_II 19811,Male,38.112989,1.755926,117.792268,yes,yes,2.240757,3.0,Sometimes,no,2.0,no,0.759327,0.0688985,Sometimes,Automobile,Obesity_Type_II 19812,Male,25.653233,1.787264,115.10813,yes,yes,3.0,3.0,Sometimes,no,2.102709,no,1.98448,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19813,Male,30.575349,1.76714,118.382361,yes,yes,2.911312,3.0,Sometimes,no,2.358088,no,0.58216,1.743319,Sometimes,Automobile,Obesity_Type_II 19814,Male,36.726617,1.783901,98.490766,yes,yes,2.037042,2.984523,Sometimes,no,2.0,no,1.860765,0.0,no,Automobile,Obesity_Type_I 19815,Male,21.0,1.68,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19816,Male,21.016623,1.706912,75.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19817,Male,23.0,1.78,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 19818,Male,18.0,1.74,55.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Automobile,Insufficient_Weight 19819,Female,19.0,1.52,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 19820,Female,18.0,1.69,90.0,yes,yes,3.0,3.0,Always,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19821,Female,21.0,1.52,42.0,yes,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19822,Female,26.0,1.624576,110.804337,yes,yes,3.0,3.0,Sometimes,no,2.704315,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 19823,Male,32.707653,1.719342,85.0,yes,yes,2.0,1.924168,Sometimes,no,1.639807,no,0.917014,0.0,no,Automobile,Overweight_Level_II 19824,Male,17.0,1.8,97.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19825,Female,21.529439,1.62,69.242354,yes,yes,1.123939,1.0,no,no,2.0,no,1.123931,0.010721,Sometimes,Public_Transportation,Overweight_Level_I 19826,Female,22.0,1.716521,82.0,yes,yes,1.0816,3.0,Sometimes,no,2.497065,no,2.0,1.391948,no,Public_Transportation,Obesity_Type_I 19827,Male,21.0,1.75,60.0,no,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19828,Male,18.0,1.76,69.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19829,Male,31.010302,1.764166,118.332689,yes,yes,2.197261,3.0,Sometimes,no,2.01897,no,0.941424,0.0,Sometimes,Automobile,Obesity_Type_II 19830,Female,19.058511,1.662017,49.838965,yes,yes,1.4925,3.0,Sometimes,no,1.049134,no,0.662831,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19831,Female,22.038327,1.517248,44.661461,no,yes,2.910345,3.0,Frequently,no,2.0,no,0.835271,0.0,no,Public_Transportation,Insufficient_Weight 19832,Female,21.131526,1.809871,150.37757,yes,yes,3.0,3.0,Sometimes,no,2.319912,no,1.582675,0.680746,Sometimes,Public_Transportation,Obesity_Type_III 19833,Female,19.0,1.610488,82.603984,yes,yes,2.801514,3.0,Sometimes,no,1.031354,no,0.045651,0.0,no,Public_Transportation,Obesity_Type_I 19834,Female,25.96701,1.741192,104.931233,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.0,0.803156,Sometimes,Public_Transportation,Obesity_Type_III 19835,Female,29.0,1.63,69.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 19836,Male,21.0,1.76,75.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_I 19837,Male,25.140074,1.835643,113.277388,yes,yes,1.734314,3.0,Sometimes,no,2.976177,no,1.386151,0.062488,Sometimes,Public_Transportation,Obesity_Type_II 19838,Female,22.947102,1.629423,82.528575,yes,yes,2.0,3.0,Sometimes,no,1.630528,no,0.82666,2.0,no,Public_Transportation,Obesity_Type_I 19839,Male,30.967417,1.75,120.980508,yes,yes,2.156065,3.0,Sometimes,no,2.524432,no,1.058378,0.0,Sometimes,Automobile,Obesity_Type_II 19840,Male,37.597953,1.75015,118.424156,yes,yes,2.974006,3.0,Sometimes,no,2.165804,no,0.598655,0.0,Sometimes,Automobile,Obesity_Type_II 19841,Male,22.926352,1.910176,121.248035,yes,yes,2.0,2.695396,Sometimes,no,1.0,no,0.614466,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19842,Male,22.0,1.65,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,no,Public_Transportation,Overweight_Level_I 19843,Female,37.455752,1.667469,80.0,yes,yes,2.0,1.820779,Sometimes,no,1.759352,no,1.228136,0.0,no,Automobile,Overweight_Level_II 19844,Female,25.12791,1.703346,102.921218,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.05093,0.911568,Sometimes,Public_Transportation,Obesity_Type_III 19845,Female,26.0,1.631332,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.740848,no,0.0,0.096576,Sometimes,Public_Transportation,Obesity_Type_III 19846,Male,30.958957,1.82559,120.860386,yes,yes,2.996717,3.0,Sometimes,no,3.0,no,1.086975,0.991473,Sometimes,Automobile,Obesity_Type_II 19847,Male,19.0,1.72,70.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Walking,Normal_Weight 19848,Male,30.702559,1.69151,102.781971,yes,yes,2.911312,2.138375,Sometimes,no,1.456581,no,0.902776,0.0,no,Public_Transportation,Obesity_Type_II 19849,Male,27.0,1.8,76.0,no,yes,3.0,3.0,Frequently,no,1.0,no,3.0,0.0,no,Walking,Normal_Weight 19850,Female,22.676243,1.616085,82.582954,yes,yes,2.964419,1.058123,Sometimes,no,2.371015,no,1.723934,1.339232,Sometimes,Public_Transportation,Obesity_Type_I 19851,Male,32.0,1.65,90.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 19852,Male,18.0,1.758687,112.536367,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.697949,1.73216,Sometimes,Public_Transportation,Obesity_Type_I 19853,Male,18.0,1.71,71.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19854,Male,22.693989,1.611462,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.928972,no,Public_Transportation,Obesity_Type_I 19855,Female,23.0,1.633316,82.0,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.011983,Sometimes,Public_Transportation,Obesity_Type_I 19856,Female,16.913841,1.6,65.0,yes,yes,2.0,4.0,Sometimes,no,2.0,yes,2.0,0.906247,Sometimes,Public_Transportation,Overweight_Level_I 19857,Male,25.079709,1.773115,115.089316,yes,yes,2.392179,3.0,Sometimes,no,2.16467,no,0.051097,1.119877,Sometimes,Public_Transportation,Obesity_Type_II 19858,Female,21.012542,1.617749,68.981403,yes,yes,2.0,3.998618,Sometimes,no,2.868167,no,0.07115,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19859,Male,25.027254,1.777971,114.482386,yes,yes,1.108663,3.0,Sometimes,no,2.008361,no,0.336795,0.009254,Sometimes,Public_Transportation,Obesity_Type_II 19860,Female,23.0,1.609401,105.037203,yes,yes,2.0,3.0,Sometimes,no,2.803002,no,0.0,0.453649,Sometimes,Public_Transportation,Obesity_Type_I 19861,Male,30.717727,1.783609,120.805715,yes,yes,2.341999,3.0,Sometimes,no,2.929123,no,0.0,1.285838,Sometimes,Automobile,Obesity_Type_II 19862,Male,22.0,1.74,94.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 19863,Male,25.0,1.7,68.0,yes,yes,2.0,3.0,Frequently,yes,2.0,no,0.0,1.0,Sometimes,Motorbike,Normal_Weight 19864,Male,18.011903,1.703584,51.607091,yes,yes,2.0,3.0,Sometimes,no,1.003063,no,0.790172,1.0,no,Public_Transportation,Insufficient_Weight 19865,Female,16.0,1.7,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Walking,Normal_Weight 19866,Male,22.0,1.65,80.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 19867,Female,26.0,1.631332,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.167272,Sometimes,Public_Transportation,Obesity_Type_III 19868,Female,18.0,1.66,60.0,no,no,3.0,3.0,Sometimes,no,2.0,yes,0.0,1.0,no,Public_Transportation,Normal_Weight 19869,Male,18.0,1.82093,51.149283,no,yes,1.252653,3.0,Sometimes,no,1.547086,no,0.732186,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19870,Male,23.0,1.699354,99.860254,yes,yes,2.348745,2.938902,Sometimes,no,1.0,no,1.910577,0.0,no,Public_Transportation,Obesity_Type_II 19871,Male,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 19872,Male,32.278869,1.674327,102.815983,yes,yes,2.654792,1.134042,Sometimes,no,1.000463,no,0.327418,0.0,no,Public_Transportation,Obesity_Type_II 19873,Male,22.804818,1.62,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.827502,1.0,no,Public_Transportation,Obesity_Type_I 19874,Male,18.0,1.782722,108.044313,yes,yes,2.0,2.27374,Sometimes,no,2.0,no,1.0,0.220087,no,Public_Transportation,Obesity_Type_I 19875,Male,34.0,1.7,80.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 19876,Male,23.0,1.672101,115.428276,yes,yes,2.997062,3.0,Sometimes,no,1.0,no,0.641954,1.665621,Sometimes,Public_Transportation,Obesity_Type_II 19877,Female,25.991194,1.610225,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.651258,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 19878,Female,19.0,1.63,64.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19879,Male,32.774488,1.769269,82.0,yes,yes,2.260543,1.10548,Sometimes,no,1.347559,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_II 19880,Male,24.041043,1.609321,98.44113,yes,yes,2.151335,2.120936,Sometimes,no,1.962646,no,1.0,0.832515,no,Public_Transportation,Obesity_Type_II 19881,Male,25.992898,1.781139,104.854928,yes,yes,2.0,3.0,Sometimes,no,2.117733,no,0.204108,0.827439,Sometimes,Public_Transportation,Obesity_Type_I 19882,Male,24.149036,1.722396,98.259423,yes,yes,2.943749,2.806341,Sometimes,no,1.0,no,0.943058,1.727828,Sometimes,Public_Transportation,Obesity_Type_II 19883,Female,18.0,1.7,50.0,no,no,1.0,4.0,Frequently,no,1.0,yes,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19884,Female,45.0,1.65,90.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19885,Male,18.0,1.716308,52.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.331527,Sometimes,Public_Transportation,Insufficient_Weight 19886,Female,21.0,1.56,49.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 19887,Male,21.0,1.72,70.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,2.0,1.0,Frequently,Public_Transportation,Normal_Weight 19888,Male,31.689773,1.76569,120.098812,yes,yes,2.530066,3.0,Sometimes,no,2.530035,no,0.935217,1.339232,Sometimes,Automobile,Obesity_Type_II 19889,Female,26.0,1.6,59.0,yes,no,2.0,4.0,Frequently,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 19890,Male,24.443011,1.748909,113.207124,yes,yes,1.899116,3.0,Sometimes,no,2.0,no,1.144076,0.936925,no,Public_Transportation,Obesity_Type_II 19891,Male,22.0,1.7,83.0,yes,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_II 19892,Male,19.054938,1.742819,78.997062,yes,no,2.444599,2.392811,Sometimes,no,2.0,no,1.067817,0.0,Sometimes,Public_Transportation,Overweight_Level_II 19893,Female,21.635977,1.748951,133.76473,yes,yes,3.0,3.0,Sometimes,no,1.419136,no,1.618512,0.930888,Sometimes,Public_Transportation,Obesity_Type_III 19894,Male,31.0,1.74,74.0,yes,no,2.0,1.0,Always,yes,2.0,no,1.0,1.0,Sometimes,Bike,Normal_Weight 19895,Female,26.0,1.623514,107.55963,yes,yes,3.0,3.0,Sometimes,no,2.707201,no,0.0,0.384662,Sometimes,Public_Transportation,Obesity_Type_III 19896,Male,23.0,1.65,93.0,yes,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 19897,Male,33.954433,1.742364,83.337721,yes,yes,2.0,1.867836,Sometimes,no,2.0,no,0.973864,0.267076,no,Automobile,Overweight_Level_II 19898,Male,24.000307,1.633945,99.083478,yes,yes,2.263245,1.0,Sometimes,no,2.0,no,0.0,1.110222,no,Public_Transportation,Obesity_Type_II 19899,Male,18.0,1.792687,108.395005,yes,yes,2.0,2.974204,Sometimes,no,2.205911,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 19900,Male,26.0,1.7,80.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,2.0,0.0,no,Public_Transportation,Overweight_Level_I 19901,Female,21.0,1.65,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 19902,Male,30.958051,1.726279,111.914361,yes,yes,2.907062,3.0,Sometimes,no,2.828861,no,0.0,0.315261,Sometimes,Automobile,Obesity_Type_II 19903,Female,26.0,1.62456,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.0,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 19904,Male,33.049121,1.752863,83.001642,yes,yes,2.0,1.171027,Sometimes,no,2.405172,no,2.300282,0.0,no,Automobile,Overweight_Level_II 19905,Male,17.807828,1.701397,83.986895,yes,no,2.0,2.475444,Sometimes,no,2.0,no,0.072117,0.0,no,Public_Transportation,Overweight_Level_II 19906,Female,22.875223,1.664463,87.85785,yes,yes,2.055209,1.0,Sometimes,no,3.0,no,2.0,1.066708,no,Public_Transportation,Obesity_Type_I 19907,Male,20.81158,1.781543,104.758713,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.204108,1.466496,no,Public_Transportation,Obesity_Type_I 19908,Female,20.255616,1.739354,49.655622,no,yes,2.71897,3.566082,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19909,Female,23.0,1.7,78.0,yes,yes,2.0,3.0,Sometimes,no,1.441289,no,0.979701,1.0,Frequently,Public_Transportation,Overweight_Level_II 19910,Female,20.0,1.64,57.0,yes,yes,2.0,3.0,Frequently,yes,2.0,no,0.0,0.0,Frequently,Bike,Normal_Weight 19911,Female,21.951309,1.6,69.549931,yes,yes,2.0,3.0,Sometimes,no,2.931438,no,2.146778,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19912,Male,25.426457,1.755938,112.089022,yes,yes,1.658571,3.095663,Sometimes,no,2.0,no,1.679935,0.631825,Sometimes,Public_Transportation,Obesity_Type_II 19913,Male,29.0,1.78,78.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Automobile,Normal_Weight 19914,Male,28.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Frequently,Automobile,Overweight_Level_II 19915,Female,25.748627,1.669039,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.162279,0.831412,Sometimes,Public_Transportation,Obesity_Type_III 19916,Female,20.0,1.53,42.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19917,Male,18.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19918,Male,21.0,1.7,70.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19919,Female,18.068767,1.56,39.850137,yes,yes,2.0,3.0,Sometimes,no,1.849997,no,2.318492,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19920,Male,25.989938,1.661403,112.982549,yes,yes,1.557747,3.0,Sometimes,no,2.075493,no,1.315045,0.376683,Sometimes,Public_Transportation,Obesity_Type_II 19921,Male,22.814657,1.716289,75.688433,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.917563,2.0,Sometimes,Public_Transportation,Overweight_Level_I 19922,Male,21.0,1.818641,89.424947,yes,yes,1.979944,2.880817,Sometimes,no,2.0,no,0.0,0.276364,Sometimes,Public_Transportation,Overweight_Level_I 19923,Female,24.284861,1.746061,133.800129,yes,yes,3.0,3.0,Sometimes,no,2.722276,no,1.525384,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 19924,Male,18.128249,1.648085,83.414072,yes,yes,2.0,1.116401,Sometimes,no,2.654078,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 19925,Female,18.019572,1.701584,50.088468,no,yes,1.220024,3.433908,Sometimes,no,1.033199,no,0.819269,0.078607,Sometimes,Public_Transportation,Insufficient_Weight 19926,Female,20.101026,1.741192,128.763843,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.110887,0.778632,Sometimes,Public_Transportation,Obesity_Type_III 19927,Male,35.0,1.78,100.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19928,Male,30.350516,1.759117,118.533246,yes,yes,2.977018,2.014671,Sometimes,no,2.174371,no,0.00342,0.0,Sometimes,Automobile,Obesity_Type_II 19929,Male,29.713169,1.761068,118.533246,yes,yes,1.975675,3.0,Sometimes,no,2.194746,no,0.592607,0.218645,Sometimes,Automobile,Obesity_Type_II 19930,Female,21.334585,1.729045,131.529267,yes,yes,3.0,3.0,Sometimes,no,1.302193,no,1.676269,0.94232,Sometimes,Public_Transportation,Obesity_Type_III 19931,Male,21.478496,1.84998,122.813033,yes,yes,3.0,2.272214,Sometimes,no,1.596212,no,0.943266,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19932,Female,18.0,1.735659,50.0,yes,yes,1.096455,3.0,Sometimes,no,1.0,no,0.782416,0.630866,Sometimes,Public_Transportation,Obesity_Type_I 19933,Female,39.129291,1.56948,76.202761,yes,yes,2.0,2.964024,Sometimes,no,2.472964,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19934,Male,22.927011,1.835271,97.911865,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,1.339691,Sometimes,Public_Transportation,Obesity_Type_I 19935,Male,21.413642,1.791415,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.111908,no,0.264831,0.0,Sometimes,Public_Transportation,Obesity_Type_I 19936,Female,19.137495,1.644141,127.642324,yes,yes,3.0,3.0,Sometimes,no,1.154698,no,0.868721,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 19937,Male,20.0,1.75,121.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 19938,Male,23.0,1.65,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19939,Female,18.0,1.64,61.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19940,Male,21.0,1.696336,75.0,yes,yes,2.0,1.355752,Sometimes,no,2.768325,yes,0.943058,0.754417,Sometimes,Public_Transportation,Overweight_Level_I 19941,Female,20.0,1.6,45.0,no,yes,2.0,3.0,Frequently,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19942,Female,22.977357,1.653209,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.0,1.256119,no,Public_Transportation,Obesity_Type_I 19943,Female,19.314429,1.746411,133.043941,yes,yes,3.0,3.0,Sometimes,no,2.838893,no,1.465931,0.886135,Sometimes,Public_Transportation,Obesity_Type_III 19944,Female,21.380336,1.745644,133.274833,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.68291,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 19945,Female,34.0,1.58,64.0,yes,no,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Overweight_Level_II 19946,Male,22.239836,1.849003,121.414744,yes,yes,2.644094,2.993634,Sometimes,no,1.837184,no,1.525165,0.93648,Sometimes,Public_Transportation,Obesity_Type_II 19947,Male,19.0,1.72,72.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19948,Male,30.551762,1.696201,100.176866,yes,yes,2.723953,2.937989,Sometimes,no,1.0,no,1.922234,0.0,no,Public_Transportation,Obesity_Type_II 19949,Female,20.975973,1.763465,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.816015,no,1.999836,0.923005,Sometimes,Public_Transportation,Obesity_Type_III 19950,Male,24.739421,1.7088,83.520113,yes,yes,2.976975,3.0,Sometimes,no,2.966647,no,1.999836,0.839862,Sometimes,Public_Transportation,Overweight_Level_II 19951,Female,25.96701,1.622297,107.998815,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 19952,Male,26.047077,1.819535,119.441207,yes,yes,3.0,3.0,Sometimes,no,2.628816,no,0.090917,0.449886,Sometimes,Public_Transportation,Obesity_Type_II 19953,Male,25.426457,1.817572,114.434645,yes,yes,2.919526,3.0,Sometimes,no,2.172649,no,1.096818,0.127443,Sometimes,Public_Transportation,Obesity_Type_II 19954,Female,19.773303,1.603923,45.0,no,no,3.0,3.0,Frequently,no,2.069257,yes,1.34139,0.0,Sometimes,Public_Transportation,Insufficient_Weight 19955,Female,40.0,1.56,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 19956,Female,19.0,1.59,45.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 19957,Male,23.0,1.65,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,no,Public_Transportation,Obesity_Type_I 19958,Male,30.711381,1.650012,101.544589,yes,yes,2.95801,3.985442,Sometimes,no,1.0,no,1.917383,0.0,no,Public_Transportation,Obesity_Type_II 19959,Male,26.699317,1.848294,117.29188,yes,yes,2.191108,3.0,Sometimes,no,2.549617,no,0.919388,0.0,Sometimes,Public_Transportation,Obesity_Type_II 19960,Female,21.0,1.6,66.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 19961,Female,23.0,1.67,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Public_Transportation,Overweight_Level_I 19962,Male,30.916426,1.81955,103.017623,yes,yes,2.819934,3.0,Sometimes,no,1.0,no,1.985536,0.0,no,Public_Transportation,Obesity_Type_II 19963,Female,25.512048,1.608808,102.784864,yes,yes,3.0,3.0,Sometimes,no,1.075239,no,1.096818,1.0,Sometimes,Public_Transportation,Obesity_Type_III 19964,Male,25.314589,1.75,113.077187,yes,yes,1.428289,3.0,Sometimes,no,2.045069,no,1.427037,0.001337,Sometimes,Public_Transportation,Obesity_Type_II 19965,Female,29.0,1.647768,89.139209,yes,yes,1.572036,1.820779,Sometimes,no,1.207978,no,1.0,1.865851,Sometimes,Automobile,Obesity_Type_I 19966,Male,33.070142,1.676346,83.014033,yes,yes,2.0,2.973504,Sometimes,no,2.042078,no,0.371452,1.978043,Sometimes,Automobile,Overweight_Level_II 19967,Female,20.9859,1.748951,133.662583,yes,yes,3.0,3.0,Sometimes,no,1.797041,no,1.592795,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 19968,Male,23.0,1.89,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19969,Female,19.054938,1.643892,49.650897,no,yes,2.880759,3.371832,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 19970,Male,22.766227,1.834715,92.508122,yes,yes,1.317729,3.0,Sometimes,no,1.38107,no,1.0,0.023564,Sometimes,Public_Transportation,Overweight_Level_II 19971,Male,18.0,1.792687,108.9606,yes,yes,3.0,1.250548,Sometimes,no,2.279124,no,1.0,0.105895,no,Public_Transportation,Obesity_Type_I 19972,Male,19.0,1.82,87.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 19973,Male,18.0,1.7,85.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 19974,Male,25.879411,1.909188,114.144378,yes,yes,1.392665,3.0,Sometimes,no,2.01897,no,1.331526,0.071317,Sometimes,Public_Transportation,Obesity_Type_II 19975,Female,22.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19976,Female,16.0,1.74,50.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 19977,Male,23.0,1.65,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 19978,Male,26.774115,1.829757,120.098812,yes,yes,2.928234,3.0,Sometimes,no,2.816015,no,1.583832,0.917727,Sometimes,Public_Transportation,Obesity_Type_II 19979,Female,19.0,1.69,65.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 19980,Male,27.394123,1.834986,99.540122,yes,yes,2.766036,1.865238,Sometimes,no,1.0,no,1.285976,0.0,no,Public_Transportation,Obesity_Type_II 19981,Male,25.483381,1.737453,112.287678,yes,yes,1.362441,3.0,Sometimes,no,2.165605,no,1.072318,0.0026,Sometimes,Public_Transportation,Obesity_Type_II 19982,Female,18.222536,1.801983,138.143162,yes,yes,3.0,3.0,Sometimes,no,2.813234,no,1.465931,0.917727,Sometimes,Public_Transportation,Obesity_Type_III 19983,Female,18.426619,1.741377,51.552595,yes,yes,2.0,3.0,Frequently,no,2.956548,no,1.910432,0.714627,no,Public_Transportation,Insufficient_Weight 19984,Male,21.0,1.8,87.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 19985,Male,40.0,1.75,79.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Frequently,Automobile,Obesity_Type_I 19986,Female,26.0,1.673491,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.723159,no,0.0,0.176892,Sometimes,Public_Transportation,Obesity_Type_III 19987,Female,17.038222,1.699437,49.676046,no,yes,2.724285,3.0,Sometimes,no,2.0,no,2.0,1.441605,Sometimes,Public_Transportation,Insufficient_Weight 19988,Female,37.997912,1.790172,92.368359,yes,yes,2.0,2.992083,Sometimes,no,1.889341,no,1.666965,0.0,Sometimes,Automobile,Obesity_Type_I 19989,Male,21.0,1.8,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19990,Male,17.0,1.7,97.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Walking,Obesity_Type_I 19991,Male,34.970367,1.679515,90.0,yes,yes,2.73691,2.929123,Sometimes,no,2.0,no,0.901924,0.0,no,Automobile,Obesity_Type_II 19992,Female,25.920738,1.621671,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.5197,no,0.167086,0.764717,Sometimes,Public_Transportation,Obesity_Type_III 19993,Male,34.139453,1.788239,85.803809,yes,yes,2.0,3.0,Sometimes,no,2.193008,no,0.0,1.119877,Sometimes,Automobile,Overweight_Level_II 19994,Male,23.0,1.74,53.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 19995,Male,20.0,1.75,58.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 19996,Female,22.693989,1.746411,133.689352,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.413239,0.773807,Sometimes,Public_Transportation,Obesity_Type_III 19997,Male,27.635029,1.848553,120.998266,yes,yes,2.543563,3.0,Sometimes,no,2.43699,no,1.04268,0.474836,Sometimes,Public_Transportation,Obesity_Type_II 19998,Female,26.0,1.65,60.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 19999,Female,19.0,1.59,49.0,yes,no,2.0,4.0,Frequently,no,2.0,no,2.0,2.0,no,Walking,Insufficient_Weight 20000,Female,21.680123,1.726606,133.952675,yes,yes,3.0,3.0,Sometimes,no,1.827351,no,1.412357,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 20001,Female,38.547267,1.560029,80.0,yes,yes,2.533605,1.097312,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20002,Female,18.0,1.738702,50.165754,yes,yes,1.918251,3.378859,Sometimes,no,1.723372,no,0.478134,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20003,Female,37.207082,1.76,79.544998,yes,yes,3.0,1.976744,Sometimes,no,2.396977,no,0.0,0.0,Frequently,Automobile,Overweight_Level_II 20004,Female,25.951737,1.668931,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.019684,no,0.210351,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 20005,Male,21.009437,1.803129,105.031908,yes,yes,2.232836,3.0,Sometimes,no,2.911187,no,1.91108,1.122118,Sometimes,Public_Transportation,Obesity_Type_I 20006,Female,22.0,1.57,47.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20007,Female,23.0,1.57,57.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20008,Female,26.0,1.641784,111.93301,yes,yes,3.0,3.0,Sometimes,no,2.72005,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 20009,Female,19.300435,1.673767,49.936073,yes,yes,2.897899,3.53009,Frequently,no,1.651548,no,2.0,1.540298,Sometimes,Public_Transportation,Insufficient_Weight 20010,Female,21.0,1.7,80.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20011,Male,19.084317,1.859056,57.275946,yes,yes,2.883745,3.443456,Sometimes,no,2.0,no,2.0,1.82753,no,Automobile,Insufficient_Weight 20012,Female,21.721507,1.650012,86.94538,yes,yes,2.871016,2.298612,Sometimes,no,1.876915,no,0.928275,0.0,no,Public_Transportation,Obesity_Type_I 20013,Female,26.0,1.652971,111.919155,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.101867,Sometimes,Public_Transportation,Obesity_Type_III 20014,Male,25.078367,1.762921,115.428276,yes,yes,1.451337,3.0,Sometimes,no,2.111913,no,1.45473,0.631217,Sometimes,Public_Transportation,Obesity_Type_II 20015,Female,18.0,1.75633,54.877111,yes,yes,2.44004,3.0,Frequently,no,2.0,no,1.0,0.071317,no,Public_Transportation,Insufficient_Weight 20016,Female,26.0,1.626483,104.936381,yes,yes,3.0,3.0,Sometimes,no,1.619305,no,0.0,0.196224,Sometimes,Public_Transportation,Obesity_Type_III 20017,Female,20.225396,1.55,62.339003,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.731257,Sometimes,Public_Transportation,Overweight_Level_I 20018,Male,17.25813,1.68108,83.314157,yes,yes,2.185938,2.733077,Sometimes,no,2.387945,no,1.310074,0.691944,no,Public_Transportation,Overweight_Level_II 20019,Female,17.0,1.65,50.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Insufficient_Weight 20020,Female,26.0,1.633887,110.714711,yes,yes,3.0,3.0,Sometimes,no,2.578292,no,0.0,0.233314,Sometimes,Public_Transportation,Obesity_Type_III 20021,Female,20.871153,1.719365,131.284733,yes,yes,3.0,3.0,Sometimes,no,1.757105,no,0.545919,0.763359,Sometimes,Public_Transportation,Obesity_Type_III 20022,Female,20.101026,1.741193,128.148108,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,1.618512,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 20023,Female,41.743333,1.553026,77.74518,yes,yes,2.0,3.0,Sometimes,no,1.302594,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20024,Male,29.0,1.63,66.5,no,no,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20025,Male,20.0,1.69,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20026,Male,28.363149,1.766946,112.287678,yes,yes,1.750809,3.0,Sometimes,no,2.0,no,0.614959,0.114457,Sometimes,Automobile,Obesity_Type_II 20027,Male,25.540865,1.787802,115.347176,yes,yes,2.294259,3.0,Sometimes,no,2.092326,no,1.32534,0.380979,Sometimes,Public_Transportation,Obesity_Type_II 20028,Male,19.0,1.76,55.0,no,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Automobile,Normal_Weight 20029,Male,18.0,1.845399,50.0,yes,yes,3.0,3.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 20030,Male,23.0,1.71,71.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20031,Female,22.851834,1.701387,51.491957,yes,yes,3.0,3.0,Frequently,no,2.891713,no,0.853462,1.0,no,Public_Transportation,Insufficient_Weight 20032,Female,23.0,1.65,84.124901,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.708971,0.0,no,Public_Transportation,Obesity_Type_I 20033,Female,26.0,1.623812,109.959714,yes,yes,3.0,3.0,Sometimes,no,2.679137,no,0.0,0.479348,Sometimes,Public_Transportation,Obesity_Type_III 20034,Male,20.492077,1.782722,105.000276,yes,yes,2.0,3.0,Sometimes,no,2.35818,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 20035,Male,27.474245,1.854162,120.209711,yes,yes,2.913452,3.0,Sometimes,no,2.715572,no,1.926592,0.36216,Sometimes,Public_Transportation,Obesity_Type_II 20036,Female,19.0,1.65,61.0,no,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20037,Male,25.291974,1.758398,112.010504,yes,yes,1.368978,3.0,Sometimes,no,2.023328,no,1.386151,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20038,Male,20.0,1.68,68.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20039,Female,24.0,1.58,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 20040,Male,19.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20041,Male,22.0,1.7,70.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_I 20042,Male,18.947102,1.674568,80.951472,yes,yes,2.652779,2.372311,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 20043,Female,21.6548,1.65782,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.94595,no,1.420675,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 20044,Female,23.365041,1.697421,114.237786,yes,yes,3.0,3.0,Sometimes,no,2.989389,no,0.334264,0.077818,Sometimes,Public_Transportation,Obesity_Type_III 20045,Female,21.0,1.53,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,1.0,0.0,no,Public_Transportation,Insufficient_Weight 20046,Male,21.0,1.62,70.0,yes,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20047,Male,33.070142,1.75,108.012603,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.891205,0.0,Sometimes,Automobile,Obesity_Type_II 20048,Female,19.0,1.5,48.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 20049,Male,33.0,1.7,83.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Automobile,Overweight_Level_II 20050,Male,21.0,1.732694,75.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.127675,Sometimes,Public_Transportation,Overweight_Level_I 20051,Female,22.717249,1.732492,54.98774,yes,yes,3.0,3.494849,Frequently,no,2.891713,no,0.139808,0.894678,no,Public_Transportation,Insufficient_Weight 20052,Female,26.0,1.694952,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.030541,0.125235,Sometimes,Public_Transportation,Obesity_Type_III 20053,Female,19.0,1.68,75.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20054,Female,18.871794,1.622999,68.126955,yes,yes,2.388168,1.25535,Sometimes,no,1.274774,no,0.112454,0.065515,Sometimes,Public_Transportation,Overweight_Level_I 20055,Female,18.0,1.56,60.0,yes,yes,2.0,3.0,Sometimes,no,1.0,yes,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20056,Male,26.947786,1.819535,120.988454,yes,yes,2.906269,3.0,Sometimes,no,2.927011,no,0.684739,0.176678,Sometimes,Public_Transportation,Obesity_Type_II 20057,Male,32.867331,1.754956,120.549592,yes,yes,2.129668,3.0,Sometimes,no,2.530035,no,0.624045,0.0,Sometimes,Automobile,Obesity_Type_II 20058,Male,18.0,1.7,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Normal_Weight 20059,Female,19.0,1.602082,45.0,no,no,3.0,3.0,Frequently,no,1.336378,yes,1.877369,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20060,Male,25.140074,1.824449,120.996074,yes,yes,2.619987,3.0,Sometimes,no,3.0,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20061,Female,26.0,1.627567,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.26956,Sometimes,Public_Transportation,Obesity_Type_III 20062,Male,20.0,1.67,60.0,yes,no,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20063,Female,20.406871,1.716497,129.935666,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,1.618512,0.947884,Sometimes,Public_Transportation,Obesity_Type_III 20064,Female,19.364339,1.672007,49.838965,no,yes,3.0,3.205587,Sometimes,no,2.471033,no,2.240714,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20065,Male,36.673882,1.792435,106.49141,yes,yes,2.14128,2.449723,Sometimes,no,1.774576,no,0.92635,0.0,Sometimes,Automobile,Obesity_Type_I 20066,Female,17.0,1.71,50.0,no,no,3.0,4.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20067,Female,26.0,1.628909,109.978402,yes,yes,3.0,3.0,Sometimes,no,2.686824,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 20068,Male,30.722801,1.75,112.289883,yes,yes,1.878251,3.0,Sometimes,no,2.184707,no,0.769709,1.482016,Sometimes,Automobile,Obesity_Type_II 20069,Male,22.0,1.75,105.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 20070,Male,24.149036,1.75,118.154345,yes,yes,1.492834,2.040582,Sometimes,no,2.013205,no,0.886448,0.0,Sometimes,Automobile,Obesity_Type_II 20071,Female,21.0,1.56,62.0,no,yes,3.0,4.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 20072,Female,21.840654,1.732383,131.877558,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,1.324805,0.813235,Sometimes,Public_Transportation,Obesity_Type_III 20073,Male,37.613378,1.762887,118.424156,yes,yes,2.037042,3.0,Sometimes,no,2.003563,no,0.665439,1.551934,Sometimes,Automobile,Obesity_Type_II 20074,Female,23.0,1.62,53.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20075,Male,55.022494,1.673394,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 20076,Female,21.0,1.69,69.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20077,Male,24.06894,1.708071,99.199287,yes,yes,2.0,1.867836,Sometimes,no,1.0,no,0.0,1.667745,Sometimes,Public_Transportation,Obesity_Type_II 20078,Male,19.0,1.702002,97.601249,yes,yes,1.897796,3.0,Sometimes,no,2.0,no,0.0,1.541493,Sometimes,Public_Transportation,Obesity_Type_I 20079,Male,27.0,1.71,72.0,yes,no,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20080,Female,18.006742,1.7,50.0,no,yes,1.003566,3.238258,Sometimes,no,1.014634,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20081,Female,20.901393,1.749118,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.109115,no,1.427037,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 20082,Female,23.0,1.66,60.0,yes,yes,1.0,3.0,Always,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 20083,Male,23.0,1.65,68.0,yes,no,2.0,3.0,Always,no,2.0,no,3.0,0.0,no,Public_Transportation,Normal_Weight 20084,Female,25.968792,1.607182,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.66616,no,0.162279,0.906247,Sometimes,Public_Transportation,Obesity_Type_III 20085,Female,21.635977,1.741193,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.673754,no,1.618512,0.804491,Sometimes,Public_Transportation,Obesity_Type_III 20086,Male,31.398281,1.914186,102.815983,yes,yes,2.423291,3.0,Sometimes,no,2.050139,no,1.072662,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20087,Male,22.087389,1.795445,89.558854,yes,yes,2.0,2.937607,Sometimes,no,2.691584,no,0.336814,1.690102,Sometimes,Public_Transportation,Overweight_Level_II 20088,Female,25.955014,1.629442,104.754958,yes,yes,3.0,3.0,Sometimes,no,1.205548,no,0.210351,0.7702,Sometimes,Public_Transportation,Obesity_Type_III 20089,Female,19.725718,1.755467,88.532032,yes,yes,2.045027,3.0,Sometimes,no,1.336378,no,0.882709,0.335158,Sometimes,Public_Transportation,Overweight_Level_I 20090,Male,21.856301,1.660955,94.094184,yes,yes,2.0,2.977999,Sometimes,no,2.0,no,0.0,1.508848,no,Public_Transportation,Obesity_Type_I 20091,Female,18.744914,1.739457,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.822871,no,1.427037,0.879977,Sometimes,Public_Transportation,Obesity_Type_III 20092,Male,37.0,1.78,99.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Automobile,Obesity_Type_I 20093,Male,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.827502,2.0,no,Public_Transportation,Overweight_Level_II 20094,Male,23.474165,1.836669,105.000706,yes,yes,3.0,3.0,Sometimes,no,2.977516,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20095,Male,25.151286,1.801848,117.384745,yes,yes,1.3899,3.0,Sometimes,no,2.0,no,1.376534,0.001518,Sometimes,Public_Transportation,Obesity_Type_II 20096,Female,25.918524,1.72692,104.97003,yes,yes,3.0,3.0,Sometimes,no,1.483856,no,0.046836,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 20097,Male,21.849705,1.650012,88.675503,yes,yes,2.884212,1.773916,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 20098,Female,49.699672,1.661403,85.084364,yes,yes,2.842102,3.0,Sometimes,no,1.893691,no,0.736032,0.0,Sometimes,Automobile,Overweight_Level_I 20099,Female,26.0,1.602025,105.655037,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.0,0.078607,Sometimes,Public_Transportation,Obesity_Type_III 20100,Female,19.0,1.62,53.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 20101,Female,24.196367,1.641098,111.275646,yes,yes,3.0,3.0,Sometimes,no,2.613928,no,0.0,0.076693,Sometimes,Public_Transportation,Obesity_Type_III 20102,Male,29.506287,1.755978,112.287678,yes,yes,1.428289,3.0,Sometimes,no,2.13755,no,0.0,1.391948,Sometimes,Automobile,Obesity_Type_II 20103,Female,16.370009,1.602025,67.913561,yes,yes,1.889883,1.0,no,no,2.0,yes,0.977929,1.212762,Sometimes,Public_Transportation,Overweight_Level_I 20104,Male,26.684354,1.829142,120.975489,yes,yes,2.766036,3.0,Sometimes,no,2.133469,no,0.912334,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20105,Male,21.0,1.705304,95.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Obesity_Type_I 20106,Female,24.284861,1.75655,78.429312,yes,yes,2.642744,2.119682,Sometimes,no,2.0,no,1.103088,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20107,Male,23.421726,1.819296,119.081804,yes,yes,2.49619,2.562895,Sometimes,no,2.155422,no,0.891205,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20108,Male,19.0,1.67,60.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20109,Female,21.0,1.6,56.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20110,Female,26.0,1.639524,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.984323,no,0.0,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 20111,Male,18.052394,1.716497,52.514302,no,yes,3.0,3.0,Sometimes,no,2.406541,no,1.228136,0.912457,Sometimes,Public_Transportation,Insufficient_Weight 20112,Male,20.670975,1.807538,85.261339,yes,yes,1.317729,3.0,Sometimes,no,2.0,no,0.065264,0.378619,Sometimes,Public_Transportation,Overweight_Level_II 20113,Male,19.0,1.8,87.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20114,Male,18.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 20115,Male,21.0,1.76,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20116,Male,30.899219,1.754956,120.098812,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,0.955317,1.339232,Sometimes,Automobile,Obesity_Type_II 20117,Female,21.587743,1.763847,133.274851,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.501754,0.625371,Sometimes,Public_Transportation,Obesity_Type_III 20118,Female,22.0,1.65,84.210535,yes,yes,3.0,1.0,Sometimes,no,3.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20119,Male,26.015448,1.857231,90.0,yes,yes,2.282803,1.845858,Sometimes,no,2.311791,no,0.679935,0.0,Sometimes,Automobile,Overweight_Level_II 20120,Female,21.0,1.64,51.0,no,yes,3.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 20121,Male,29.429687,1.758618,112.957922,yes,yes,2.95841,3.0,Sometimes,no,2.042073,no,0.0,0.174692,Sometimes,Automobile,Obesity_Type_II 20122,Male,24.079971,1.761068,113.90198,yes,yes,1.528331,3.0,Sometimes,no,2.01499,no,1.306476,0.00133,Sometimes,Public_Transportation,Obesity_Type_II 20123,Female,23.69484,1.746416,133.747012,yes,yes,3.0,3.0,Sometimes,no,2.868167,no,1.465909,0.627886,Sometimes,Public_Transportation,Obesity_Type_III 20124,Female,25.908431,1.700996,121.253083,yes,yes,3.0,3.0,Sometimes,no,1.485736,no,0.181324,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 20125,Female,26.0,1.643332,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.37465,Sometimes,Public_Transportation,Obesity_Type_III 20126,Male,19.0,1.8,85.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20127,Female,22.676243,1.627908,82.283185,yes,yes,1.918251,1.0,Sometimes,no,2.57721,no,0.0,0.54859,Sometimes,Public_Transportation,Obesity_Type_I 20128,Female,22.906342,1.603091,82.459577,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,1.194633,Sometimes,Public_Transportation,Obesity_Type_I 20129,Female,22.935612,1.699568,51.132809,yes,yes,3.0,3.0,Frequently,no,2.824559,no,0.0,0.555591,Sometimes,Public_Transportation,Insufficient_Weight 20130,Female,20.0,1.5,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_II 20131,Female,35.483601,1.649736,73.91692,yes,yes,2.0,1.032887,Sometimes,no,2.147746,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 20132,Male,26.490926,1.829757,120.996074,yes,yes,2.766612,3.0,Sometimes,no,2.824559,no,1.866839,0.552006,Sometimes,Public_Transportation,Obesity_Type_II 20133,Male,23.0,1.734237,81.986895,yes,yes,2.901924,3.0,Sometimes,no,1.153559,no,0.944982,1.08266,no,Public_Transportation,Overweight_Level_II 20134,Female,16.913841,1.675446,49.804245,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20135,Male,24.657598,1.728834,97.971598,yes,yes,2.633855,2.983201,Sometimes,no,1.0,no,1.847802,0.926443,no,Public_Transportation,Obesity_Type_II 20136,Male,24.0409,1.880992,99.605527,yes,yes,3.0,1.262831,Sometimes,no,1.055019,no,0.883171,1.08266,Sometimes,Public_Transportation,Obesity_Type_II 20137,Female,21.0,1.65,88.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20138,Male,30.711381,1.869098,129.466541,yes,yes,2.0,3.0,Sometimes,no,1.483856,no,1.113169,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20139,Female,26.0,1.62456,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.619517,no,0.0,0.140368,Sometimes,Public_Transportation,Obesity_Type_III 20140,Female,22.0,1.65,58.5,no,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20141,Female,21.700748,1.737056,132.527011,yes,yes,3.0,3.0,Sometimes,no,1.827515,no,1.46361,0.893514,Sometimes,Public_Transportation,Obesity_Type_III 20142,Male,21.0,1.78,108.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 20143,Female,26.0,1.62439,110.803117,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.0,0.269577,Sometimes,Public_Transportation,Obesity_Type_III 20144,Male,17.0,1.85,60.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Insufficient_Weight 20145,Female,19.090023,1.697421,49.980968,yes,yes,3.0,3.0,Frequently,no,2.959777,no,1.0,0.797215,no,Public_Transportation,Insufficient_Weight 20146,Male,32.867331,1.75,120.748213,yes,yes,2.303367,3.0,Sometimes,no,2.174248,no,1.083572,1.358163,Sometimes,Automobile,Obesity_Type_II 20147,Male,21.0,1.65,67.0,no,yes,2.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20148,Male,38.547267,1.770126,119.087557,yes,yes,2.967853,3.0,Sometimes,no,2.983889,no,0.854957,0.635867,Sometimes,Automobile,Obesity_Type_II 20149,Male,22.0,1.74,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20150,Male,23.71259,1.725233,75.0,yes,yes,2.0,3.0,Sometimes,no,1.751723,no,0.998039,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20151,Male,33.789301,1.863883,103.276087,yes,yes,2.247037,2.733077,Sometimes,no,2.816015,no,1.0,0.0,no,Public_Transportation,Obesity_Type_II 20152,Female,32.501143,1.652084,73.193589,yes,yes,2.0,2.598079,Sometimes,no,1.146595,no,1.898889,0.0,Sometimes,Automobile,Overweight_Level_I 20153,Female,39.214514,1.561109,80.0,yes,yes,2.252698,1.416309,Sometimes,no,1.815293,no,0.981686,0.0,Sometimes,Automobile,Obesity_Type_I 20154,Male,21.0,1.644682,68.392133,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.246223,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20155,Male,21.0,1.85,75.0,yes,yes,3.0,1.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20156,Male,23.586058,1.75,119.434645,yes,yes,1.655684,3.0,Sometimes,no,2.0,no,1.097983,0.738935,Sometimes,Public_Transportation,Obesity_Type_II 20157,Male,18.0,1.791526,50.0,no,yes,1.140615,3.0,Sometimes,no,1.023328,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20158,Female,25.783865,1.635905,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.408442,no,0.01586,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 20159,Female,16.0,1.64,49.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 20160,Female,23.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 20161,Male,27.931432,1.874519,119.484614,yes,yes,1.452524,3.0,Sometimes,no,2.078297,no,0.192559,0.444532,Sometimes,Public_Transportation,Obesity_Type_II 20162,Male,31.793937,1.708742,82.283185,yes,yes,2.0,1.116401,Sometimes,no,2.205911,no,2.876696,0.716327,Sometimes,Automobile,Overweight_Level_II 20163,Female,18.0,1.56,55.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20164,Female,25.986185,1.642098,104.592372,yes,yes,3.0,3.0,Sometimes,no,1.54249,no,0.0,0.138629,Sometimes,Public_Transportation,Obesity_Type_III 20165,Male,32.593129,1.701284,103.026858,yes,yes,2.951591,2.269799,Sometimes,no,1.0,no,1.876051,0.0,no,Public_Transportation,Obesity_Type_II 20166,Male,55.137881,1.708071,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.425852,no,Automobile,Overweight_Level_II 20167,Female,20.0,1.6,45.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20168,Female,18.0,1.59,53.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20169,Female,26.0,1.63302,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.609188,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 20170,Female,33.864257,1.654067,73.501233,yes,yes,2.020502,2.083831,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 20171,Female,22.0,1.6,62.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Overweight_Level_I 20172,Female,23.0,1.633491,82.0,yes,yes,1.123672,3.0,Sometimes,no,2.0,no,2.819661,0.0,no,Public_Transportation,Obesity_Type_I 20173,Male,18.0,1.732307,51.457226,no,yes,2.868212,3.0,Sometimes,no,1.842173,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20174,Female,19.0,1.59,49.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20175,Male,18.0,1.710948,50.0,yes,yes,2.0,3.0,Sometimes,no,1.11756,no,0.917014,1.89388,Sometimes,Public_Transportation,Insufficient_Weight 20176,Female,18.0,1.6,68.818893,yes,yes,2.0,1.802305,Sometimes,no,2.0,no,0.0,1.340107,Frequently,Public_Transportation,Overweight_Level_I 20177,Male,30.605225,1.75,120.775439,yes,yes,2.57691,3.0,Sometimes,no,2.145368,no,0.702538,1.444033,Sometimes,Automobile,Obesity_Type_II 20178,Male,18.0,1.87,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Walking,Insufficient_Weight 20179,Female,18.0,1.66,50.0,yes,yes,2.0,4.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20180,Female,21.0,1.74,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20181,Male,22.832105,1.841908,122.609911,yes,yes,3.0,2.65772,Sometimes,no,1.179942,no,1.543386,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20182,Female,26.0,1.641849,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 20183,Female,18.0,1.7,50.0,no,yes,1.003566,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20184,Male,18.0,1.78,52.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 20185,Male,23.0,1.723191,51.149283,yes,yes,3.0,3.0,Sometimes,no,2.976177,no,1.985536,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20186,Female,21.0,1.5,49.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20187,Female,26.0,1.62495,111.00492,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.322666,Sometimes,Public_Transportation,Obesity_Type_III 20188,Male,33.293166,1.716545,84.416515,yes,yes,2.0,3.0,Sometimes,no,2.803002,no,2.002997,0.0,no,Automobile,Overweight_Level_II 20189,Male,23.335391,1.773664,116.160329,yes,yes,1.868212,3.0,Sometimes,no,2.0,no,1.295759,0.739684,Sometimes,Public_Transportation,Obesity_Type_II 20190,Female,21.285965,1.72692,131.335786,yes,yes,3.0,3.0,Sometimes,no,1.728332,no,1.728332,0.920162,Sometimes,Public_Transportation,Obesity_Type_III 20191,Female,21.0,1.607182,68.126955,yes,yes,1.941357,1.0,no,no,2.721356,no,0.979701,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20192,Female,21.853826,1.741377,54.877111,yes,yes,2.0,3.0,Frequently,no,2.009796,no,0.133398,0.0,no,Public_Transportation,Insufficient_Weight 20193,Female,25.992898,1.622701,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.069238,0.930836,Sometimes,Public_Transportation,Obesity_Type_III 20194,Male,18.0,1.792527,89.836692,yes,yes,1.994679,2.37985,Sometimes,no,2.0,no,0.0,0.707044,Sometimes,Public_Transportation,Overweight_Level_II 20195,Female,18.0,1.6,90.019501,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.520408,1.0,Sometimes,Public_Transportation,Obesity_Type_I 20196,Male,24.0,1.84,84.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20197,Male,23.0,1.775416,121.204668,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.451078,2.0,Sometimes,Public_Transportation,Obesity_Type_II 20198,Female,22.580038,1.622999,82.040318,yes,yes,1.063449,1.0,Sometimes,no,2.0,no,0.0,0.41322,Sometimes,Public_Transportation,Obesity_Type_I 20199,Male,21.243142,1.869098,96.945262,yes,yes,1.842102,2.675411,Sometimes,no,2.0,no,2.629432,1.366355,Sometimes,Public_Transportation,Overweight_Level_II 20200,Female,19.86997,1.66084,49.815599,no,yes,2.927218,3.712183,Sometimes,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20201,Male,22.889099,1.813678,97.58826,yes,yes,1.116068,3.0,Sometimes,no,2.814517,no,3.0,1.413375,no,Public_Transportation,Obesity_Type_I 20202,Male,23.881938,1.70002,85.316125,yes,yes,2.0,3.0,Sometimes,no,1.701835,no,0.934286,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20203,Female,19.035557,1.661715,127.427458,yes,yes,3.0,3.0,Sometimes,no,2.416213,no,1.425712,0.76399,Sometimes,Public_Transportation,Obesity_Type_III 20204,Male,17.0,1.7,99.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 20205,Male,23.0,1.7,50.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20206,Male,19.0,1.75,87.27989,yes,no,2.0,2.77684,Sometimes,no,2.0,no,1.0,0.133566,Sometimes,Public_Transportation,Overweight_Level_II 20207,Male,25.659092,1.84842,117.631707,yes,yes,1.469384,3.0,Sometimes,no,2.531984,no,1.003294,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 20208,Male,21.0,1.74,72.0,yes,yes,3.0,3.0,Always,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20209,Female,22.0,1.75,75.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,1.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 20210,Female,22.829753,1.71073,132.57927,yes,yes,3.0,3.0,Sometimes,no,2.885852,no,1.583832,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 20211,Female,23.0,1.7,50.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20212,Male,24.443011,1.876898,121.82962,yes,yes,2.637202,2.658837,Sometimes,no,2.375707,no,1.299469,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20213,Male,30.551762,1.859056,120.151967,yes,yes,2.971574,3.0,Sometimes,no,3.0,no,1.98448,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20214,Female,21.125098,1.550648,44.753943,no,yes,2.913486,3.376717,Frequently,no,1.0,yes,0.684739,0.0,no,Public_Transportation,Insufficient_Weight 20215,Female,41.0,1.5,80.0,yes,yes,2.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20216,Female,20.580984,1.632193,104.810024,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.0,0.555468,Sometimes,Public_Transportation,Obesity_Type_III 20217,Female,17.0,1.6,65.0,yes,yes,3.0,1.0,Sometimes,no,2.0,yes,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20218,Female,38.0,1.56,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20219,Male,17.0,1.7,50.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 20220,Female,20.0,1.75,78.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 20221,Male,25.0,1.65,86.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,1.0,no,Bike,Overweight_Level_II 20222,Male,18.0,1.742901,108.012603,yes,yes,2.078082,2.977909,Sometimes,no,2.84174,no,1.0,0.668961,no,Public_Transportation,Obesity_Type_I 20223,Female,26.0,1.593321,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.519905,Sometimes,Public_Transportation,Obesity_Type_III 20224,Male,37.631769,1.754218,118.40174,yes,yes,2.766612,3.0,Sometimes,no,2.104696,no,0.8554,0.0,Sometimes,Automobile,Obesity_Type_II 20225,Female,18.0,1.60937,68.818893,yes,no,2.0,3.0,Sometimes,no,1.0,no,0.0,1.306,no,Public_Transportation,Overweight_Level_II 20226,Male,33.0,1.8,85.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Walking,Overweight_Level_I 20227,Male,24.006271,1.75,120.098812,yes,yes,2.880759,3.0,Sometimes,no,2.726109,no,1.00109,1.596562,Sometimes,Public_Transportation,Obesity_Type_II 20228,Female,29.0,1.56,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 20229,Male,26.0,1.814696,106.048516,yes,yes,2.0,3.0,Sometimes,no,2.627569,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_II 20230,Male,26.957645,1.877732,120.021161,yes,yes,2.9673,3.0,Sometimes,no,2.938687,no,1.92628,0.386861,Sometimes,Public_Transportation,Obesity_Type_II 20231,Male,31.662814,1.75,120.0,yes,yes,2.903545,3.0,Sometimes,no,2.482933,no,0.766007,1.339232,Sometimes,Automobile,Obesity_Type_II 20232,Female,21.016665,1.7456,133.963349,yes,yes,3.0,3.0,Sometimes,no,1.228838,no,1.538922,0.91336,Sometimes,Public_Transportation,Obesity_Type_III 20233,Female,25.955361,1.62456,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.242832,no,0.011161,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 20234,Female,25.908829,1.621547,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.570188,no,0.04525,0.433463,Sometimes,Public_Transportation,Obesity_Type_III 20235,Male,18.0,1.7,86.981202,yes,yes,2.0,2.644692,Sometimes,no,2.0,no,1.352558,1.801322,no,Public_Transportation,Overweight_Level_II 20236,Male,24.825398,1.654757,100.624553,yes,yes,2.57649,1.619796,Sometimes,no,1.0,no,0.759422,0.630866,no,Public_Transportation,Obesity_Type_II 20237,Female,23.0,1.7,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20238,Female,21.538225,1.746411,133.665587,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,1.582675,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 20239,Male,18.0,1.7,64.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20240,Male,23.0,1.8,116.594351,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Obesity_Type_II 20241,Male,25.991194,1.827279,120.996581,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.078074,0.579541,Sometimes,Public_Transportation,Obesity_Type_II 20242,Female,25.722004,1.61749,105.138073,yes,yes,3.0,3.0,Sometimes,no,2.638896,no,0.148628,0.731257,Sometimes,Public_Transportation,Obesity_Type_III 20243,Female,21.0,1.7,60.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20244,Female,26.0,1.812963,106.875927,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.465607,Sometimes,Public_Transportation,Obesity_Type_III 20245,Female,16.950499,1.701397,50.0,no,yes,1.031149,3.994588,Sometimes,no,1.015672,no,0.00342,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20246,Female,21.793724,1.841989,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.469469,no,1.577824,0.922749,Sometimes,Public_Transportation,Obesity_Type_III 20247,Female,25.919571,1.622771,102.784864,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.0,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 20248,Male,27.266287,1.828391,120.998266,yes,yes,2.739,3.0,Sometimes,no,3.0,no,1.685369,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20249,Male,38.547267,1.750085,118.114184,yes,yes,2.927187,2.993623,Sometimes,no,2.0,no,0.935217,0.0,Sometimes,Automobile,Obesity_Type_II 20250,Male,18.0,1.8,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_I 20251,Male,21.037514,1.753327,95.290429,yes,yes,2.0,3.0,Sometimes,no,2.287248,no,2.627515,1.944675,no,Public_Transportation,Obesity_Type_I 20252,Female,21.362877,1.801746,152.371911,yes,yes,3.0,3.0,Sometimes,no,2.41752,no,0.992829,0.92376,Sometimes,Public_Transportation,Obesity_Type_III 20253,Female,18.0,1.686936,78.048207,yes,no,2.0,2.392811,Sometimes,no,1.701835,no,2.89118,1.0,Frequently,Public_Transportation,Overweight_Level_II 20254,Female,21.0,1.65,63.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20255,Male,25.795187,1.764166,114.465425,yes,yes,2.976509,3.0,Sometimes,no,2.101841,no,0.941424,1.003011,Sometimes,Public_Transportation,Obesity_Type_II 20256,Female,37.455752,1.685045,83.282232,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Automobile,Overweight_Level_II 20257,Male,17.0,1.8,57.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 20258,Male,23.327836,1.767186,121.248035,yes,yes,2.151335,2.9796,Sometimes,no,2.35752,no,0.94224,1.466496,Sometimes,Public_Transportation,Obesity_Type_II 20259,Male,20.0,1.7,50.0,no,yes,2.0,3.0,Always,no,1.0,no,0.0,2.0,no,Public_Transportation,Insufficient_Weight 20260,Male,18.0,1.64,60.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20261,Male,33.183127,1.769499,84.75383,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 20262,Male,19.0,1.78,69.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Automobile,Normal_Weight 20263,Female,31.386405,1.642506,73.513873,yes,yes,2.291846,2.092179,Sometimes,no,1.538626,no,0.925941,0.0,Sometimes,Automobile,Overweight_Level_I 20264,Male,18.0,1.699464,50.157707,yes,yes,1.99953,3.0,Sometimes,no,2.0,no,0.0,1.258881,Sometimes,Public_Transportation,Insufficient_Weight 20265,Female,21.0,1.7,50.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 20266,Female,26.0,1.62495,111.600553,yes,yes,3.0,3.0,Sometimes,no,2.677409,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 20267,Male,30.967417,1.787379,112.982549,yes,yes,1.392665,3.0,Sometimes,no,2.111913,no,0.0,0.027093,Sometimes,Automobile,Obesity_Type_II 20268,Female,21.0,1.56,49.0,yes,yes,2.0,3.0,Always,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20269,Male,26.774115,1.757132,112.879662,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.076693,Sometimes,Automobile,Obesity_Type_II 20270,Male,23.0,1.790151,105.013901,yes,yes,2.0,2.272801,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 20271,Male,25.999942,1.703098,103.586342,yes,yes,2.0,1.134042,Sometimes,no,1.026858,no,1.73234,1.0,no,Public_Transportation,Overweight_Level_II 20272,Female,21.0,1.6,49.0,no,yes,2.0,1.0,no,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20273,Male,23.0,1.868127,121.082517,yes,yes,3.0,2.669766,Sometimes,no,1.0,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20274,Male,30.710511,1.76071,118.447212,yes,yes,2.935157,3.0,Sometimes,no,2.12767,no,0.897562,1.97117,Sometimes,Automobile,Obesity_Type_II 20275,Female,16.0,1.7,50.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 20276,Female,25.986185,1.622771,102.093223,yes,yes,3.0,3.0,Sometimes,no,1.163111,no,0.010183,0.101598,Sometimes,Public_Transportation,Obesity_Type_III 20277,Male,23.360307,1.806227,105.037203,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,0.133523,no,Public_Transportation,Obesity_Type_I 20278,Male,30.945369,1.771837,120.009392,yes,yes,2.57691,3.0,Sometimes,no,2.173417,no,1.082236,0.0,Sometimes,Automobile,Obesity_Type_II 20279,Male,23.252906,1.775815,97.813023,yes,yes,2.0,3.0,Sometimes,no,2.77962,no,2.627515,1.343044,no,Public_Transportation,Obesity_Type_I 20280,Female,18.94093,1.788459,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.68291,0.62535,Sometimes,Public_Transportation,Obesity_Type_III 20281,Male,55.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Automobile,Overweight_Level_II 20282,Male,23.0,1.783901,55.523481,yes,yes,2.5621,3.832911,Sometimes,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 20283,Male,30.575349,1.869098,120.775439,yes,yes,2.9673,3.0,Sometimes,no,2.740525,no,1.17177,0.462973,Sometimes,Public_Transportation,Obesity_Type_II 20284,Female,26.0,1.640535,111.555967,yes,yes,3.0,3.0,Sometimes,no,2.634342,no,0.0,0.138314,Sometimes,Public_Transportation,Obesity_Type_III 20285,Female,25.96773,1.608283,105.025808,yes,yes,3.0,3.0,Sometimes,no,2.471721,no,0.027101,0.546345,Sometimes,Public_Transportation,Obesity_Type_III 20286,Female,16.0,1.56,51.0,no,yes,2.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20287,Female,26.0,1.62658,110.818757,yes,yes,3.0,3.0,Sometimes,no,2.708927,no,0.0,0.278962,Sometimes,Public_Transportation,Obesity_Type_III 20288,Male,21.709159,1.709585,75.0,yes,yes,2.897899,3.0,Sometimes,no,1.551266,no,1.814869,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20289,Female,33.0,1.65,77.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_II 20290,Female,18.904037,1.688911,137.859737,yes,yes,3.0,3.0,Sometimes,no,2.654702,no,1.445148,0.932792,Sometimes,Public_Transportation,Obesity_Type_III 20291,Male,25.523127,1.773115,117.849351,yes,yes,2.100177,3.0,Sometimes,no,2.099687,no,0.245003,0.526776,Sometimes,Public_Transportation,Obesity_Type_II 20292,Male,23.47007,1.76,116.594351,yes,yes,2.0,2.9796,Sometimes,no,2.0,no,0.975384,1.759954,Sometimes,Public_Transportation,Obesity_Type_II 20293,Female,25.920738,1.732951,104.988082,yes,yes,3.0,3.0,Sometimes,no,1.484938,no,0.839481,0.434073,Sometimes,Public_Transportation,Obesity_Type_III 20294,Female,19.0,1.5,45.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 20295,Female,26.0,1.621231,110.640929,yes,yes,3.0,3.0,Sometimes,no,2.609052,no,0.0,0.933964,Sometimes,Public_Transportation,Obesity_Type_III 20296,Male,20.217015,1.849425,121.248035,yes,yes,3.0,2.693646,Sometimes,no,1.705218,no,1.281165,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 20297,Male,20.0,1.7,65.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20298,Male,21.838323,1.660324,94.189167,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.105936,no,Public_Transportation,Obesity_Type_I 20299,Male,37.631769,1.75015,118.40174,yes,yes,2.0,2.850948,Sometimes,no,1.179942,no,0.693732,0.0,Sometimes,Automobile,Obesity_Type_II 20300,Male,21.962219,1.868923,106.49141,yes,yes,2.0,3.0,Sometimes,no,2.791604,no,2.269058,1.0,no,Public_Transportation,Obesity_Type_I 20301,Female,25.314163,1.629225,104.846218,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.866023,0.554323,Sometimes,Public_Transportation,Obesity_Type_III 20302,Female,21.0,1.58,51.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20303,Male,18.827008,1.741377,109.195529,yes,yes,2.0,1.890413,Sometimes,no,2.147074,no,2.0,1.110222,no,Public_Transportation,Obesity_Type_I 20304,Female,21.28253,1.730113,131.877558,yes,yes,3.0,3.0,Sometimes,no,1.705218,no,1.63812,0.939726,Sometimes,Public_Transportation,Obesity_Type_III 20305,Male,24.0,1.7,75.0,no,yes,3.0,3.0,Sometimes,no,2.0,yes,2.0,1.0,no,Public_Transportation,Overweight_Level_I 20306,Male,30.870724,1.909198,129.852531,yes,yes,2.244654,3.0,Sometimes,no,1.0,no,0.933595,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20307,Female,19.633898,1.627812,82.0,yes,yes,1.081585,3.0,Sometimes,no,1.755907,no,0.0,0.505266,Sometimes,Public_Transportation,Obesity_Type_I 20308,Female,18.0,1.7,50.0,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20309,Female,26.0,1.631547,111.884535,yes,yes,3.0,3.0,Sometimes,no,2.644135,no,0.0,0.094213,Sometimes,Public_Transportation,Obesity_Type_III 20310,Male,19.506389,1.725587,82.785312,yes,yes,2.95118,2.938135,Sometimes,no,1.622638,no,2.0,1.425852,Sometimes,Public_Transportation,Overweight_Level_II 20311,Female,20.0,1.7,75.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 20312,Male,30.605225,1.796332,120.60094,yes,yes,2.938801,3.0,Sometimes,yes,2.165804,no,0.903369,0.555468,Sometimes,Automobile,Obesity_Type_II 20313,Female,21.680123,1.746061,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.868132,no,1.684582,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 20314,Female,37.642177,1.617655,80.0,yes,yes,2.0,2.880817,Sometimes,no,1.984323,no,1.645654,0.0,Sometimes,Automobile,Obesity_Type_I 20315,Male,19.506389,1.738397,87.656029,yes,yes,2.443538,3.788602,Sometimes,no,1.277636,no,0.281734,0.739609,no,Public_Transportation,Overweight_Level_II 20316,Female,26.0,1.622468,110.400847,yes,yes,3.0,3.0,Sometimes,no,2.70485,no,0.033328,0.200122,Sometimes,Public_Transportation,Obesity_Type_III 20317,Female,21.0,1.6,70.0,no,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20318,Male,22.0,1.71,66.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20319,Female,26.0,1.63302,111.946321,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 20320,Male,21.0,1.67,67.0,yes,yes,1.0,1.0,no,no,3.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20321,Female,25.783865,1.643167,104.838425,yes,yes,3.0,3.0,Sometimes,no,1.310074,no,0.234303,0.463196,Sometimes,Public_Transportation,Obesity_Type_III 20322,Female,19.671876,1.603923,45.0,no,no,3.0,3.725797,Frequently,no,2.482294,yes,1.683957,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20323,Male,21.0,1.62,70.0,no,yes,2.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_I 20324,Male,20.0,1.71,71.0,no,no,3.0,3.0,no,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20325,Female,25.966504,1.688025,105.036522,yes,yes,3.0,3.0,Sometimes,no,2.55057,no,0.008013,0.77582,Sometimes,Public_Transportation,Obesity_Type_III 20326,Male,17.6739,1.738465,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.417724,2.0,no,Public_Transportation,Insufficient_Weight 20327,Female,21.0,1.65,67.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20328,Female,18.0,1.559499,41.397378,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,1.639326,Sometimes,Public_Transportation,Insufficient_Weight 20329,Female,22.875223,1.638085,82.27635,yes,yes,2.0,3.0,Sometimes,no,1.026729,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 20330,Female,26.0,1.645062,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.010056,Sometimes,Public_Transportation,Obesity_Type_III 20331,Female,26.0,1.62414,111.588625,yes,yes,3.0,3.0,Sometimes,no,2.61939,no,0.0,0.250502,Sometimes,Public_Transportation,Obesity_Type_III 20332,Male,18.0,1.62,55.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20333,Male,22.735328,1.829142,121.82962,yes,yes,2.642744,2.272214,Sometimes,no,2.0,no,1.247505,1.339691,Sometimes,Public_Transportation,Obesity_Type_II 20334,Female,22.377998,1.755938,53.699561,yes,yes,2.0,3.0,Frequently,no,2.0,no,2.0,2.0,no,Public_Transportation,Insufficient_Weight 20335,Male,24.145295,1.787264,120.549592,yes,yes,2.9673,3.0,Sometimes,no,2.530035,no,0.955317,1.043435,Sometimes,Public_Transportation,Obesity_Type_II 20336,Female,26.0,1.641918,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.635454,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 20337,Female,26.0,1.638075,111.818345,yes,yes,3.0,3.0,Sometimes,no,2.550672,no,0.0,0.224655,Sometimes,Public_Transportation,Obesity_Type_III 20338,Male,33.0,1.75,84.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Automobile,Overweight_Level_II 20339,Male,23.0,1.828391,105.522744,yes,yes,2.0,3.0,Sometimes,no,2.180566,no,0.011519,0.140792,Sometimes,Public_Transportation,Obesity_Type_I 20340,Male,18.0,1.829142,108.721893,yes,yes,2.0,1.91863,Sometimes,no,2.0,no,1.0,1.506576,Sometimes,Public_Transportation,Obesity_Type_I 20341,Female,36.769646,1.507853,78.055968,yes,yes,2.0,1.355752,Sometimes,no,1.302193,no,0.0,0.0,no,Automobile,Obesity_Type_I 20342,Female,38.0,1.5,75.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20343,Male,17.402028,1.713348,97.959899,yes,yes,2.0,2.129909,Sometimes,no,1.675733,no,2.0,1.224737,no,Automobile,Obesity_Type_I 20344,Male,21.0,1.71,70.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20345,Female,25.526746,1.629225,104.578255,yes,yes,3.0,3.0,Sometimes,no,1.791286,no,1.46782,0.857438,Sometimes,Public_Transportation,Obesity_Type_III 20346,Female,21.0,1.65,80.0,yes,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20347,Male,31.630054,1.770124,119.081804,yes,yes,2.9673,3.0,Sometimes,no,2.011023,no,0.92635,0.076693,Sometimes,Automobile,Obesity_Type_II 20348,Male,26.945139,1.828391,120.009392,yes,yes,2.0,3.0,Sometimes,no,2.814517,no,0.0,1.198439,Sometimes,Public_Transportation,Obesity_Type_II 20349,Female,21.81119,1.748584,51.598593,yes,yes,3.0,3.0,Sometimes,no,2.35752,no,1.48809,0.555468,Sometimes,Public_Transportation,Insufficient_Weight 20350,Female,21.0,1.64,84.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20351,Male,21.0,1.62,70.0,no,no,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20352,Female,23.0,1.65,83.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Obesity_Type_I 20353,Female,17.781183,1.716545,50.0,yes,yes,2.703436,4.0,Frequently,no,1.383831,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20354,Male,30.022598,1.919543,128.261402,yes,yes,2.499388,3.0,Sometimes,no,1.919629,no,1.016254,0.630866,Sometimes,Public_Transportation,Obesity_Type_II 20355,Female,17.0,1.6,65.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Walking,Overweight_Level_I 20356,Female,23.090215,1.650052,87.344156,yes,yes,2.0,1.237454,Sometimes,no,1.954968,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 20357,Female,18.0,1.53,41.0,no,yes,2.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20358,Female,40.654155,1.549812,79.713492,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 20359,Female,25.565662,1.622468,102.527369,yes,yes,3.0,3.0,Sometimes,no,1.032834,no,0.03465,0.410651,Sometimes,Public_Transportation,Obesity_Type_III 20360,Male,19.0,1.76,68.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20361,Female,22.0,1.716691,51.149283,yes,yes,3.0,3.0,Frequently,no,1.656082,no,0.87967,2.0,Sometimes,Public_Transportation,Insufficient_Weight 20362,Male,23.0,1.741377,96.078462,yes,yes,2.0,3.0,Sometimes,no,3.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 20363,Male,25.612462,1.764138,118.436166,yes,yes,2.9673,3.0,Sometimes,no,2.067741,no,1.083572,0.472343,Sometimes,Public_Transportation,Obesity_Type_II 20364,Female,26.0,1.641918,111.720238,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 20365,Female,19.0,1.737165,49.838965,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.537639,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20366,Female,29.0,1.53,78.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 20367,Male,18.0,1.79,109.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 20368,Female,26.0,1.641918,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.55975,no,0.0,0.237307,Sometimes,Public_Transportation,Obesity_Type_III 20369,Female,28.824194,1.56,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20370,Female,20.580984,1.7456,131.042274,yes,yes,3.0,3.0,Sometimes,no,2.70196,no,1.70464,0.803141,Sometimes,Public_Transportation,Obesity_Type_III 20371,Male,23.812795,1.765137,116.669906,yes,yes,2.176317,3.0,Sometimes,no,2.0,no,1.112504,0.690353,Sometimes,Public_Transportation,Obesity_Type_II 20372,Male,25.057878,1.771043,115.10813,yes,yes,1.562409,1.355354,Sometimes,no,1.983973,no,1.055854,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20373,Male,19.0,1.8,70.0,yes,yes,3.0,3.0,Frequently,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20374,Female,19.0,1.52,45.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20375,Male,23.237302,1.726606,97.829344,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.89118,1.206251,Sometimes,Public_Transportation,Obesity_Type_I 20376,Male,28.0,1.79,90.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20377,Female,21.0,1.63,68.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Automobile,Overweight_Level_I 20378,Male,19.994543,1.835678,88.03748,yes,yes,2.0,3.0,Sometimes,no,2.763573,no,1.999836,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20379,Female,26.0,1.643017,111.036881,yes,yes,3.0,3.0,Sometimes,no,2.666178,no,0.0,0.15171,Sometimes,Public_Transportation,Obesity_Type_III 20380,Male,31.783845,1.607787,102.265955,yes,yes,2.95801,1.478334,Sometimes,no,1.0,no,0.0,1.547086,no,Automobile,Obesity_Type_II 20381,Male,34.970367,1.65731,90.0,yes,yes,2.0,1.974233,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 20382,Female,21.0,1.68,63.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20383,Female,38.0,1.65,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 20384,Female,26.0,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,1.11184,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 20385,Female,22.0,1.65,53.0,yes,yes,2.0,3.0,Always,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20386,Male,30.493946,1.68395,83.016968,yes,yes,2.766036,3.0,Sometimes,no,2.0,no,0.966973,0.0,no,Automobile,Overweight_Level_II 20387,Male,23.0,1.7,83.0,yes,yes,3.0,3.0,Frequently,no,3.0,yes,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 20388,Female,26.0,1.643332,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.770732,no,0.00705,0.173796,Sometimes,Public_Transportation,Obesity_Type_III 20389,Male,24.443011,1.758687,117.8972,yes,yes,1.572036,1.79558,Sometimes,no,2.838893,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20390,Female,20.0,1.5,60.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20391,Male,36.023972,1.76071,100.0,yes,yes,2.0,1.0,Sometimes,no,2.450069,no,2.892922,0.0,Sometimes,Automobile,Obesity_Type_I 20392,Female,18.0,1.6,45.0,no,yes,3.0,3.0,Frequently,no,2.0,yes,1.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20393,Male,17.0,1.7,51.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20394,Male,23.0,1.7,80.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 20395,Female,21.28253,1.748584,133.166595,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,1.501754,0.723366,Sometimes,Public_Transportation,Obesity_Type_III 20396,Male,19.045357,1.768834,87.676154,yes,no,2.294067,2.601675,Sometimes,no,1.448875,no,1.079934,0.0,Sometimes,Public_Transportation,Overweight_Level_II 20397,Female,38.692265,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.636326,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20398,Female,21.012542,1.724983,132.8071,yes,yes,3.0,3.0,Sometimes,no,2.837797,no,1.584716,0.887388,Sometimes,Public_Transportation,Obesity_Type_III 20399,Female,21.052894,1.732694,78.721696,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20400,Male,31.194458,1.87407,128.867444,yes,yes,2.939727,3.0,Sometimes,yes,1.927976,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20401,Female,25.966504,1.622771,104.988082,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.492394,Sometimes,Public_Transportation,Obesity_Type_III 20402,Male,19.0,1.8,70.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20403,Female,22.0,1.6,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Obesity_Type_I 20404,Male,38.0,1.69,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,3.0,1.0,no,Automobile,Overweight_Level_II 20405,Female,18.0,1.65,70.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,no,Automobile,Obesity_Type_I 20406,Male,25.0,1.67,67.0,yes,yes,2.0,3.0,Frequently,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20407,Female,26.0,1.62847,107.482662,yes,yes,3.0,3.0,Sometimes,no,2.687378,no,0.0,0.425473,Sometimes,Public_Transportation,Obesity_Type_III 20408,Male,30.575349,1.774983,120.549592,yes,yes,2.971351,3.0,Sometimes,no,1.83412,no,0.917563,0.0,Sometimes,Automobile,Obesity_Type_II 20409,Male,23.0,1.719342,80.091886,yes,yes,3.0,2.669766,Sometimes,no,2.0,no,1.668961,1.89388,Sometimes,Public_Transportation,Overweight_Level_II 20410,Male,23.0,1.859717,120.901591,yes,yes,2.576449,2.961192,Sometimes,no,1.797161,no,1.117311,0.504176,Sometimes,Public_Transportation,Obesity_Type_II 20411,Male,25.113537,1.802871,106.452367,yes,yes,2.432355,3.0,Sometimes,no,1.0,no,1.536555,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20412,Male,20.781751,1.713599,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.612466,no,Public_Transportation,Overweight_Level_II 20413,Female,26.0,1.624576,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.632498,no,0.0,0.368472,Sometimes,Public_Transportation,Obesity_Type_III 20414,Male,23.586058,1.70002,80.458343,yes,yes,2.0,2.568063,Sometimes,yes,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20415,Female,19.0,1.6,45.0,no,yes,2.0,3.0,Sometimes,no,2.0,yes,1.0,0.0,no,Public_Transportation,Insufficient_Weight 20416,Female,40.993179,1.534223,77.355417,yes,yes,2.0,3.0,Sometimes,no,1.796376,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20417,Female,20.976842,1.683502,129.232708,yes,yes,3.0,3.0,Sometimes,no,1.999278,no,1.026452,0.844004,Sometimes,Public_Transportation,Obesity_Type_III 20418,Male,31.386405,1.889104,129.157346,yes,yes,2.002076,3.0,Sometimes,no,1.11184,no,0.94141,1.058007,Sometimes,Automobile,Obesity_Type_II 20419,Female,27.0,1.66,62.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_I 20420,Male,18.0,1.717288,86.464843,yes,yes,2.325623,3.0,Sometimes,no,1.780731,no,0.782416,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20421,Male,21.0,1.82,72.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20422,Male,21.0,1.7,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Walking,Normal_Weight 20423,Male,20.0,1.8,58.0,no,yes,2.0,3.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20424,Female,22.0,1.65,60.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20425,Female,25.954511,1.62439,102.872505,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.001297,0.58345,Sometimes,Public_Transportation,Obesity_Type_III 20426,Male,21.125098,1.793451,89.998729,yes,yes,2.0,2.119682,Sometimes,no,1.827515,no,0.987591,0.0,Sometimes,Public_Transportation,Overweight_Level_II 20427,Male,22.0,1.67,68.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Normal_Weight 20428,Female,18.0,1.66,51.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Insufficient_Weight 20429,Female,18.743587,1.789143,138.202869,yes,yes,3.0,3.0,Sometimes,no,2.83377,no,0.143955,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 20430,Male,18.0,1.67,66.0,no,yes,2.0,3.0,Sometimes,yes,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20431,Female,22.0,1.67,50.0,yes,yes,3.0,4.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20432,Female,25.95383,1.629225,104.966758,yes,yes,3.0,3.0,Sometimes,no,2.858171,no,0.0,0.552006,Sometimes,Public_Transportation,Obesity_Type_III 20433,Female,18.0,1.56,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20434,Female,19.515324,1.748106,133.878843,yes,yes,3.0,3.0,Sometimes,no,2.862408,no,1.427037,0.870795,Sometimes,Public_Transportation,Obesity_Type_III 20435,Male,23.083621,1.670152,90.0,yes,yes,1.99124,1.250548,Sometimes,no,3.0,no,1.097983,1.0,no,Public_Transportation,Obesity_Type_I 20436,Female,25.920738,1.643421,104.772164,yes,yes,3.0,3.0,Sometimes,no,1.604075,no,0.199227,0.790967,Sometimes,Public_Transportation,Obesity_Type_III 20437,Female,21.0,1.62,61.0,yes,no,3.0,3.0,Sometimes,no,1.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 20438,Male,22.0,1.72,62.0,no,yes,2.0,3.0,Sometimes,no,1.0,yes,0.0,2.0,no,Public_Transportation,Normal_Weight 20439,Male,20.0,1.65,58.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 20440,Male,21.979769,1.86516,121.527369,yes,yes,3.0,2.270163,Sometimes,no,2.046766,no,1.293665,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20441,Male,20.0,1.75,75.0,yes,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20442,Male,25.717522,1.712061,75.0,yes,yes,2.0,2.392811,Sometimes,no,1.846626,no,1.281165,0.738269,Sometimes,Public_Transportation,Overweight_Level_I 20443,Male,23.803904,1.796332,121.471077,yes,yes,2.654792,2.911568,Sometimes,no,1.120213,no,0.545931,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20444,Female,26.0,1.641849,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.156187,Sometimes,Public_Transportation,Obesity_Type_III 20445,Male,19.0,1.82,70.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20446,Female,18.0,1.633794,82.0,yes,yes,2.0,1.202179,Sometimes,no,1.002292,no,0.0,0.127879,no,Public_Transportation,Obesity_Type_I 20447,Female,26.0,1.623514,109.982692,yes,yes,3.0,3.0,Sometimes,no,2.688229,no,0.0,0.451377,Sometimes,Public_Transportation,Obesity_Type_III 20448,Female,25.999174,1.793476,104.999403,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,0.090917,0.629285,Sometimes,Public_Transportation,Obesity_Type_III 20449,Male,37.084742,1.819557,118.183797,yes,yes,2.9553,3.0,Sometimes,no,2.022933,no,0.766007,0.0,Sometimes,Automobile,Obesity_Type_II 20450,Male,17.0,1.9,68.0,no,no,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,no,Walking,Normal_Weight 20451,Male,19.0,1.75,76.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Public_Transportation,Normal_Weight 20452,Female,26.0,1.621167,110.676343,yes,yes,3.0,3.0,Sometimes,no,2.57721,no,0.0,0.20482,Sometimes,Public_Transportation,Obesity_Type_III 20453,Male,21.0,1.74,56.0,no,no,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 20454,Male,24.449655,1.719342,81.650778,yes,yes,1.994679,1.474836,Sometimes,no,1.0,no,0.0,0.890527,no,Public_Transportation,Overweight_Level_II 20455,Female,25.783865,1.631856,110.804337,yes,yes,3.0,3.0,Sometimes,no,1.239833,no,0.25289,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 20456,Male,26.844812,1.868923,120.996074,yes,yes,2.219186,3.0,Sometimes,no,2.165605,no,1.097905,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20457,Male,37.638102,1.750085,117.708705,yes,yes,2.036613,3.0,Sometimes,no,2.151166,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_II 20458,Male,24.0409,1.814052,86.0805,yes,yes,2.945967,3.0,Sometimes,no,2.0,no,0.897702,1.402414,Sometimes,Public_Transportation,Overweight_Level_II 20459,Female,21.0,1.622241,82.0,yes,yes,1.826885,1.0,Sometimes,no,2.0,no,0.826609,0.0,Sometimes,Public_Transportation,Obesity_Type_I 20460,Female,25.959772,1.621167,105.423532,yes,yes,3.0,3.0,Sometimes,no,2.320068,no,0.019404,0.546137,Sometimes,Public_Transportation,Obesity_Type_III 20461,Male,22.362877,1.874061,121.277832,yes,yes,2.959658,2.806298,Sometimes,no,2.836791,no,1.303976,0.871772,Sometimes,Public_Transportation,Obesity_Type_II 20462,Male,31.56724,1.772449,120.009392,yes,yes,2.938616,3.0,Sometimes,no,2.042073,no,1.079524,1.198439,Sometimes,Automobile,Obesity_Type_II 20463,Female,22.836315,1.59559,44.411801,no,no,3.0,1.735493,Frequently,no,2.825629,no,0.779686,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20464,Female,21.0,1.64,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,yes,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20465,Male,28.986237,1.774983,113.714521,yes,yes,2.155182,3.0,Sometimes,no,2.004908,no,0.0,1.670313,Sometimes,Automobile,Obesity_Type_II 20466,Male,23.0,1.816298,95.269089,yes,yes,2.0,2.961706,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20467,Male,21.3928,1.756509,118.332966,yes,yes,2.935157,3.0,Sometimes,no,2.0,no,0.958555,1.74992,Sometimes,Public_Transportation,Obesity_Type_II 20468,Male,22.771001,1.699998,95.324282,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Obesity_Type_I 20469,Male,18.128249,1.722547,52.058335,yes,yes,2.247037,3.986652,Sometimes,no,2.642273,no,0.206954,1.292476,Sometimes,Public_Transportation,Insufficient_Weight 20470,Male,25.100513,1.762921,114.470482,yes,yes,1.455602,3.0,Sometimes,no,2.0,no,1.076926,0.863043,Sometimes,Public_Transportation,Obesity_Type_II 20471,Male,19.0,1.65,45.0,yes,yes,2.0,4.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20472,Male,17.0,1.856406,59.409018,yes,yes,2.44004,3.0,Sometimes,no,2.0,no,2.011519,0.0,Sometimes,Automobile,Insufficient_Weight 20473,Male,17.0,1.8,97.416417,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20474,Female,26.0,1.641132,111.886611,yes,yes,3.0,3.0,Sometimes,no,2.748909,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 20475,Male,21.0,1.76,80.0,no,yes,3.0,3.0,no,no,3.0,no,1.0,0.0,no,Public_Transportation,Overweight_Level_II 20476,Female,26.0,1.62456,111.883747,yes,yes,3.0,3.0,Sometimes,no,2.444125,no,0.0,0.199227,Sometimes,Public_Transportation,Obesity_Type_III 20477,Female,26.0,1.641601,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.476002,no,0.0,0.39174,Sometimes,Public_Transportation,Obesity_Type_III 20478,Male,27.0,1.9,99.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Walking,Overweight_Level_II 20479,Male,25.0,1.77,65.0,yes,no,2.0,3.0,Frequently,no,1.0,no,1.0,0.0,Sometimes,Automobile,Normal_Weight 20480,Male,24.449655,1.885119,121.253083,yes,yes,1.472522,3.0,Sometimes,no,2.041536,no,0.992253,0.622638,Sometimes,Public_Transportation,Obesity_Type_II 20481,Male,30.64243,1.65731,90.0,yes,yes,1.073224,3.0,Sometimes,no,2.0,no,0.545931,0.0,no,Automobile,Obesity_Type_I 20482,Female,38.492444,1.688025,79.828725,yes,yes,2.0,1.893811,Sometimes,no,2.816015,no,3.0,0.0,no,Automobile,Overweight_Level_I 20483,Female,23.0,1.65,68.0,no,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,no,Automobile,Normal_Weight 20484,Male,21.0,1.72,75.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20485,Female,25.907833,1.694726,104.846218,yes,yes,3.0,3.0,Sometimes,no,2.419153,no,0.008368,0.55415,Sometimes,Public_Transportation,Obesity_Type_III 20486,Female,18.83919,1.547066,67.140367,yes,no,2.619835,2.968098,Sometimes,no,1.622638,no,0.911096,1.657098,Sometimes,Public_Transportation,Overweight_Level_II 20487,Female,19.0,1.6,84.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 20488,Male,28.404332,1.76414,113.90198,yes,yes,2.499108,3.0,Sometimes,no,2.065817,no,0.0,1.140348,Sometimes,Automobile,Obesity_Type_II 20489,Female,22.0,1.6,82.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20490,Female,34.098174,1.69308,77.431678,yes,no,2.0,1.667596,Sometimes,no,1.347559,no,0.955317,0.673584,no,Automobile,Overweight_Level_II 20491,Male,22.0,1.72,68.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20492,Female,18.0,1.7,65.0,yes,yes,3.0,3.0,Sometimes,no,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20493,Female,21.721507,1.522429,42.0,no,yes,2.95118,1.0,Frequently,no,1.0,no,0.0,0.894678,Sometimes,Public_Transportation,Insufficient_Weight 20494,Male,34.0,1.74,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,1.0,Sometimes,Walking,Overweight_Level_II 20495,Female,21.009596,1.660955,68.869791,yes,yes,2.34222,3.559841,no,no,2.825629,no,0.97812,0.024088,Sometimes,Public_Transportation,Overweight_Level_I 20496,Male,21.20563,1.713599,75.0,yes,yes,2.0,3.0,no,no,1.972074,no,0.699592,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20497,Female,18.335019,1.627812,102.781971,yes,yes,3.0,3.0,Sometimes,no,2.825629,no,0.069802,0.825609,Sometimes,Public_Transportation,Obesity_Type_III 20498,Female,16.0,1.55,50.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Normal_Weight 20499,Male,21.061461,1.750097,105.686091,yes,yes,2.392665,3.0,Sometimes,no,3.0,no,3.0,1.66488,Sometimes,Public_Transportation,Obesity_Type_I 20500,Male,21.0,1.75,55.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,2.0,no,Public_Transportation,Insufficient_Weight 20501,Female,20.924808,1.7456,133.952675,yes,yes,3.0,3.0,Sometimes,no,2.847264,no,1.427037,0.912457,Sometimes,Public_Transportation,Obesity_Type_III 20502,Female,21.0,1.55,55.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20503,Male,22.889099,1.712061,92.860254,yes,yes,1.482722,3.0,Sometimes,no,2.0,no,0.029728,0.720411,Sometimes,Public_Transportation,Obesity_Type_I 20504,Male,15.0,1.74,75.0,no,yes,1.0,3.0,Always,no,3.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20505,Female,20.924808,1.739457,126.490236,yes,yes,3.0,3.0,Sometimes,no,2.435978,no,0.8554,0.868788,Sometimes,Public_Transportation,Obesity_Type_III 20506,Female,23.0,1.668951,84.210535,yes,yes,2.0,3.0,Sometimes,no,1.785804,no,0.754599,1.0,no,Public_Transportation,Obesity_Type_I 20507,Female,25.929746,1.633945,102.13682,yes,yes,3.0,3.0,Sometimes,no,1.485836,no,0.008013,0.818871,Sometimes,Public_Transportation,Obesity_Type_III 20508,Female,18.0,1.638085,85.255631,yes,yes,2.0,3.0,Sometimes,no,1.639807,no,1.0,0.741069,no,Public_Transportation,Obesity_Type_I 20509,Female,18.0,1.7,78.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 20510,Female,19.94814,1.754439,77.97917,yes,yes,2.253998,2.692889,Sometimes,no,2.328331,no,0.81517,0.803141,Sometimes,Public_Transportation,Overweight_Level_I 20511,Female,19.0,1.5,61.0,no,yes,2.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Overweight_Level_I 20512,Female,16.0,1.69,57.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,1.0,no,Public_Transportation,Normal_Weight 20513,Female,43.510672,1.643786,81.32297,yes,yes,2.048216,2.976211,Sometimes,no,1.292479,no,0.0,0.0,no,Automobile,Obesity_Type_I 20514,Female,17.0,1.6,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,no,Public_Transportation,Normal_Weight 20515,Female,26.0,1.643892,104.270062,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.0,0.54859,Sometimes,Public_Transportation,Obesity_Type_III 20516,Female,21.28253,1.801746,151.417292,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.94676,0.931455,Sometimes,Public_Transportation,Obesity_Type_III 20517,Male,22.758998,1.849507,121.284533,yes,yes,2.5621,2.952821,Sometimes,no,2.0,no,1.19102,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20518,Female,42.586285,1.572791,81.108599,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 20519,Male,21.0,1.7,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,2.0,Sometimes,Public_Transportation,Overweight_Level_I 20520,Male,31.398281,1.703317,82.595793,yes,yes,2.720701,1.326982,Sometimes,no,1.622638,no,0.038809,0.196084,Sometimes,Public_Transportation,Overweight_Level_II 20521,Male,22.851773,1.774983,116.594351,yes,yes,1.455602,2.733077,Sometimes,yes,2.0,no,0.356288,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20522,Female,25.994746,1.639524,109.984263,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,9.6e-05,0.711331,Sometimes,Public_Transportation,Obesity_Type_III 20523,Male,29.509151,1.818641,109.910012,yes,yes,2.0,2.175432,Sometimes,no,1.400247,no,1.0,0.0,Sometimes,Automobile,Obesity_Type_I 20524,Male,21.0,1.79,75.0,no,yes,2.0,3.0,Sometimes,no,3.0,yes,3.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20525,Female,22.200779,1.689141,93.614246,yes,yes,1.387489,3.0,Sometimes,no,1.365188,no,0.973465,0.0,no,Public_Transportation,Obesity_Type_I 20526,Male,19.0,1.88,79.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20527,Male,25.0,1.75,70.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,0.0,no,Public_Transportation,Normal_Weight 20528,Male,18.0,1.7,70.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20529,Female,17.0,1.6,65.0,yes,yes,2.0,1.0,Sometimes,no,2.0,yes,1.0,1.0,no,Public_Transportation,Overweight_Level_I 20530,Male,29.0,1.758355,112.010504,yes,yes,1.455602,3.0,Sometimes,no,2.038958,no,0.0,0.0026,Sometimes,Automobile,Obesity_Type_II 20531,Male,23.0,1.75,66.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20532,Male,31.194458,1.75,119.841446,yes,yes,2.734314,3.0,Sometimes,no,3.0,no,0.976425,1.0,Sometimes,Automobile,Obesity_Type_II 20533,Female,26.0,1.663341,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.621976,no,0.0,0.140792,Sometimes,Public_Transportation,Obesity_Type_III 20534,Female,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,2.0,no,Public_Transportation,Overweight_Level_II 20535,Male,18.0,1.738717,108.934574,yes,yes,2.0,3.0,Sometimes,no,2.042073,no,1.0,1.551934,no,Public_Transportation,Obesity_Type_I 20536,Female,18.20634,1.807406,141.799429,yes,yes,3.0,3.0,Sometimes,no,2.472903,no,1.999897,0.840911,Sometimes,Public_Transportation,Obesity_Type_III 20537,Male,17.0,1.791286,57.145917,yes,yes,2.591292,4.0,Sometimes,no,2.0,no,2.0,0.133566,no,Automobile,Insufficient_Weight 20538,Female,22.591439,1.596813,82.040318,yes,yes,2.0,2.870661,Sometimes,no,2.0,no,0.882709,2.0,no,Public_Transportation,Obesity_Type_I 20539,Female,21.285965,1.748524,133.870501,yes,yes,3.0,3.0,Sometimes,no,1.959287,no,1.699181,0.927982,Sometimes,Public_Transportation,Obesity_Type_III 20540,Female,22.988004,1.616366,82.26312,yes,yes,1.878251,1.095223,Sometimes,no,2.435489,no,0.268801,0.0,no,Public_Transportation,Obesity_Type_I 20541,Female,21.0,1.72,68.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Overweight_Level_II 20542,Male,18.0,1.62,69.0,no,no,3.0,3.0,no,yes,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20543,Female,20.0,1.564568,88.676154,yes,yes,2.0,1.134321,Sometimes,no,3.0,no,0.0,0.553093,no,Public_Transportation,Obesity_Type_I 20544,Female,26.0,1.641918,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.625537,no,0.0,0.138563,Sometimes,Public_Transportation,Obesity_Type_III 20545,Male,25.526746,1.770124,115.347176,yes,yes,2.381164,3.0,Sometimes,no,2.102709,no,1.32534,1.217929,Sometimes,Public_Transportation,Obesity_Type_II 20546,Female,23.0,1.64,59.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 20547,Male,31.327609,1.767563,118.424156,yes,yes,2.341999,3.0,Sometimes,no,1.968011,no,0.554646,0.776758,Sometimes,Automobile,Obesity_Type_I 20548,Male,33.151905,1.738321,83.15115,yes,yes,2.0,2.6648,Sometimes,no,1.873591,no,1.582675,0.395979,no,Public_Transportation,Overweight_Level_II 20549,Female,26.0,1.627567,106.421042,yes,yes,3.0,3.0,Sometimes,no,2.654636,no,0.0,0.737226,Sometimes,Public_Transportation,Obesity_Type_III 20550,Male,26.0,1.7,103.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,3.0,0.0,Frequently,Public_Transportation,Obesity_Type_I 20551,Male,20.0,1.8,50.0,no,yes,2.0,3.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20552,Female,23.0,1.670635,83.314157,yes,yes,2.0,3.0,Sometimes,no,1.937674,no,0.651412,1.34403,no,Public_Transportation,Obesity_Type_I 20553,Male,31.56724,1.761068,128.114161,yes,yes,2.115354,3.0,Sometimes,no,1.590418,no,0.943058,0.0,Sometimes,Automobile,Obesity_Type_II 20554,Male,21.997335,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.527341,0.0,no,Public_Transportation,Overweight_Level_II 20555,Male,18.0,1.72,52.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20556,Male,28.770039,1.787264,113.774198,yes,yes,1.780746,3.0,Sometimes,no,2.024035,no,0.545919,1.439004,Sometimes,Automobile,Obesity_Type_II 20557,Female,39.135634,1.507867,79.58958,yes,yes,2.0,3.0,Sometimes,no,2.13755,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20558,Male,24.145295,1.765464,113.089716,yes,yes,2.0,2.271734,Sometimes,no,2.874336,no,0.0,0.128895,no,Public_Transportation,Obesity_Type_II 20559,Female,22.0,1.56,51.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 20560,Female,26.0,1.623707,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.709428,no,0.0,0.105895,Sometimes,Public_Transportation,Obesity_Type_III 20561,Male,18.0,1.7,75.0,no,yes,2.0,3.0,Always,no,3.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20562,Male,41.0,1.75,115.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Automobile,Obesity_Type_II 20563,Female,18.0,1.6,45.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 20564,Female,26.0,1.640745,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.78678,no,0.0,0.09776,Sometimes,Public_Transportation,Obesity_Type_III 20565,Female,20.0,1.56,58.0,no,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20566,Male,26.945139,1.849425,120.644178,yes,yes,2.838969,3.0,Sometimes,no,3.0,no,0.112454,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20567,Male,22.0,1.71,70.0,no,yes,3.0,4.0,Sometimes,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20568,Male,18.0,1.77,50.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20569,Male,25.838425,1.782756,113.774198,yes,yes,1.626369,3.0,Sometimes,no,2.073497,no,1.356468,0.879925,Sometimes,Public_Transportation,Obesity_Type_II 20570,Female,26.0,1.62439,111.86899,yes,yes,3.0,3.0,Sometimes,no,2.605685,no,0.0,0.25115,Sometimes,Public_Transportation,Obesity_Type_III 20571,Female,25.950898,1.629442,104.772164,yes,yes,3.0,3.0,Sometimes,no,2.770125,no,0.0,0.153559,Sometimes,Public_Transportation,Obesity_Type_III 20572,Male,24.163526,1.607082,99.982541,yes,yes,2.819934,1.0,Sometimes,no,1.0,no,1.856119,0.0,no,Public_Transportation,Obesity_Type_II 20573,Female,26.0,1.62495,111.945588,yes,yes,3.0,3.0,Sometimes,no,2.414739,no,0.0,0.176678,Sometimes,Public_Transportation,Obesity_Type_III 20574,Female,19.076443,1.74647,133.644711,yes,yes,3.0,3.0,Sometimes,no,2.867206,no,1.68291,0.711724,Sometimes,Public_Transportation,Obesity_Type_III 20575,Male,22.0,1.7,60.0,yes,yes,3.0,3.0,Frequently,no,2.0,no,3.0,0.0,no,Walking,Normal_Weight 20576,Female,21.0,1.67,73.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20577,Female,25.994949,1.623514,105.036075,yes,yes,3.0,3.0,Sometimes,no,2.739351,no,0.000454,0.462973,Sometimes,Public_Transportation,Obesity_Type_III 20578,Male,20.0,1.75,75.0,no,no,3.0,3.0,Frequently,yes,1.0,yes,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20579,Male,21.0,1.72,75.0,no,yes,3.0,3.0,Sometimes,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20580,Male,21.996118,1.755507,51.457226,yes,yes,3.0,3.0,Frequently,no,2.0,no,0.854337,0.0,no,Public_Transportation,Insufficient_Weight 20581,Male,17.0,1.76,85.0,no,yes,3.0,3.0,Frequently,no,2.0,no,2.0,0.0,Sometimes,Automobile,Overweight_Level_I 20582,Male,28.493397,1.829529,120.998266,yes,yes,2.642744,3.0,Sometimes,no,2.358088,no,0.390877,1.261705,Sometimes,Public_Transportation,Obesity_Type_II 20583,Male,33.700749,1.899588,91.059595,yes,yes,2.4277,2.976098,Sometimes,no,2.766674,no,2.077653,0.819475,Sometimes,Automobile,Overweight_Level_II 20584,Male,21.0,1.69,75.0,no,yes,3.0,3.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Automobile,Overweight_Level_I 20585,Male,23.147644,1.7,83.785312,yes,yes,2.045027,2.270163,Sometimes,no,1.972074,no,0.782416,0.017225,Sometimes,Public_Transportation,Overweight_Level_II 20586,Female,24.0,1.6,68.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,3.0,0.0,no,Public_Transportation,Overweight_Level_I 20587,Male,18.0,1.56,50.0,yes,no,2.0,3.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20588,Female,25.908829,1.666194,104.758713,yes,yes,3.0,3.0,Sometimes,no,1.436616,no,0.24629,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 20589,Female,22.0,1.65,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 20590,Male,17.992717,1.654067,83.016968,yes,yes,2.956671,3.995957,Sometimes,no,2.0,no,0.934286,0.931455,Sometimes,Automobile,Overweight_Level_II 20591,Male,22.0,1.75,79.0,no,yes,2.0,1.0,Always,no,2.0,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20592,Female,21.0,1.6,48.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20593,Female,19.726522,1.508267,61.10403,no,yes,3.0,3.0,Sometimes,no,1.696691,no,0.94224,0.879925,Sometimes,Public_Transportation,Insufficient_Weight 20594,Male,21.838323,1.853123,116.669906,yes,yes,2.0,3.0,Sometimes,no,1.179942,no,0.82666,2.0,Sometimes,Public_Transportation,Obesity_Type_I 20595,Male,26.899886,1.76569,119.841446,yes,yes,2.913486,3.0,Sometimes,no,2.825629,no,0.64235,0.714701,Sometimes,Public_Transportation,Obesity_Type_II 20596,Female,19.529746,1.527133,69.431663,no,yes,1.996186,3.0,Sometimes,no,2.075493,yes,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20597,Male,18.0,1.792239,108.829395,yes,yes,2.0,1.202179,Sometimes,no,2.708168,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 20598,Male,30.684347,1.76569,112.277567,yes,yes,1.947405,3.0,Sometimes,no,2.042073,no,0.987591,0.618087,Sometimes,Automobile,Obesity_Type_II 20599,Male,26.957645,1.844751,109.999096,yes,yes,2.996186,3.0,Sometimes,no,1.0,no,0.0,1.413375,Sometimes,Automobile,Obesity_Type_II 20600,Female,22.0,1.72,82.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 20601,Male,21.948577,1.80734,103.706181,yes,yes,2.0,3.0,Sometimes,no,2.622638,no,1.985536,1.980875,no,Public_Transportation,Obesity_Type_I 20602,Male,37.597953,1.75655,118.201465,yes,yes,2.499388,2.992083,Sometimes,no,1.979848,no,0.908981,0.0,Sometimes,Automobile,Obesity_Type_II 20603,Female,18.0,1.56,80.0,no,yes,2.0,3.0,Sometimes,no,2.0,no,2.0,2.0,no,Public_Transportation,Normal_Weight 20604,Male,21.016665,1.81955,105.037463,yes,yes,2.0,3.0,Sometimes,no,1.528258,no,0.008013,1.339232,Sometimes,Public_Transportation,Obesity_Type_I 20605,Female,38.0,1.5,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,no,Automobile,Obesity_Type_I 20606,Female,25.994746,1.618686,104.839068,yes,yes,3.0,3.0,Sometimes,no,2.617401,no,0.069802,0.926565,Sometimes,Public_Transportation,Obesity_Type_III 20607,Male,23.0,1.82,93.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,1.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 20608,Male,18.0,1.70011,50.173425,yes,yes,1.649974,3.0,Sometimes,no,2.453384,no,0.0,1.990617,Sometimes,Public_Transportation,Insufficient_Weight 20609,Female,19.314964,1.699354,49.603807,no,no,2.543563,3.207071,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20610,Male,23.0,1.790172,105.655037,yes,yes,2.0,3.0,Sometimes,no,2.217348,no,0.00705,0.509396,Sometimes,Public_Transportation,Obesity_Type_I 20611,Female,26.0,1.65,111.939671,yes,yes,3.0,3.0,Sometimes,no,3.0,no,0.0,0.088236,Sometimes,Public_Transportation,Obesity_Type_I 20612,Female,20.941943,1.71146,128.705761,yes,yes,3.0,3.0,Sometimes,no,2.411582,no,1.97073,0.768375,Sometimes,Public_Transportation,Obesity_Type_III 20613,Male,27.968765,1.683768,89.995034,yes,yes,1.961069,3.0,Sometimes,no,2.653531,no,0.540397,0.0,no,Automobile,Obesity_Type_I 20614,Male,18.0,1.8,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Obesity_Type_I 20615,Female,20.0,1.6,65.0,yes,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20616,Female,21.568951,1.732383,133.662583,yes,yes,3.0,3.0,Sometimes,no,2.843782,no,1.999836,0.959218,Sometimes,Public_Transportation,Obesity_Type_III 20617,Female,25.959772,1.654875,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.042989,no,0.008127,0.629578,Sometimes,Public_Transportation,Obesity_Type_III 20618,Female,26.0,1.630927,111.9307,yes,yes,3.0,3.0,Sometimes,no,2.704507,no,0.0,0.12228,Sometimes,Public_Transportation,Obesity_Type_III 20619,Male,26.199321,1.755938,117.849351,yes,yes,2.19331,2.993856,Sometimes,no,2.495961,no,1.079934,0.026575,Sometimes,Public_Transportation,Obesity_Type_II 20620,Female,19.0,1.6,49.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Insufficient_Weight 20621,Male,39.129291,1.782067,101.067988,yes,yes,2.0,3.0,Sometimes,no,2.111908,no,2.0,0.0,Sometimes,Automobile,Obesity_Type_I 20622,Male,23.745833,1.773664,116.160329,yes,yes,1.431346,3.0,Sometimes,no,2.0,no,1.110868,0.081929,Sometimes,Public_Transportation,Obesity_Type_II 20623,Female,24.497373,1.707508,121.236915,yes,yes,3.0,3.0,Sometimes,no,2.535629,no,0.973864,0.573958,Sometimes,Public_Transportation,Obesity_Type_III 20624,Female,17.689057,1.763465,50.0,yes,yes,2.0,3.0,Sometimes,no,1.438018,no,1.0,0.922749,no,Public_Transportation,Insufficient_Weight 20625,Female,25.380557,1.628205,104.321463,yes,yes,3.0,3.0,Sometimes,no,1.238057,no,0.095389,0.66488,Sometimes,Public_Transportation,Obesity_Type_III 20626,Female,26.0,1.627818,105.037203,yes,yes,3.0,3.0,Sometimes,no,2.704827,no,0.0,0.508848,Sometimes,Public_Transportation,Obesity_Type_III 20627,Male,20.254534,1.769484,53.699561,yes,yes,2.0,3.0,Frequently,no,2.265727,no,0.993058,0.121992,no,Public_Transportation,Insufficient_Weight 20628,Male,23.0,1.75,97.92035,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.0,1.967259,no,Public_Transportation,Obesity_Type_I 20629,Male,20.0,1.85,85.0,no,yes,2.0,1.0,Always,no,2.0,no,0.0,2.0,Sometimes,Public_Transportation,Overweight_Level_II 20630,Female,25.95383,1.623303,104.94582,yes,yes,3.0,3.0,Sometimes,no,1.299194,no,0.06275,0.897924,Sometimes,Public_Transportation,Obesity_Type_III 20631,Female,23.0,1.584951,80.562213,yes,yes,2.0,1.394539,Sometimes,no,2.490613,no,0.463949,2.0,Sometimes,Public_Transportation,Overweight_Level_I 20632,Female,21.997683,1.802257,155.242672,yes,yes,3.0,3.0,Sometimes,no,1.0,no,1.742453,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 20633,Male,25.954995,1.775416,113.077187,yes,yes,1.537505,3.0,Sometimes,no,2.002495,no,1.356468,0.844004,Sometimes,Public_Transportation,Obesity_Type_II 20634,Female,21.587743,1.817231,152.063947,yes,yes,3.0,3.0,Sometimes,no,2.519841,no,0.945093,0.252635,Sometimes,Public_Transportation,Obesity_Type_III 20635,Male,30.722801,1.759772,120.919703,yes,yes,2.341999,3.0,Sometimes,no,2.988771,no,0.614959,1.285373,Sometimes,Automobile,Obesity_Type_II 20636,Male,20.519916,1.791415,105.138073,yes,yes,2.0,3.0,Sometimes,no,2.03415,no,0.025787,0.508663,Sometimes,Public_Transportation,Obesity_Type_I 20637,Female,23.0,1.63,83.0,yes,yes,2.0,1.0,Sometimes,no,3.0,no,1.0,0.0,no,Public_Transportation,Obesity_Type_I 20638,Female,26.0,1.6,66.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20639,Male,19.0,1.8,85.0,no,yes,2.0,4.0,Frequently,no,3.0,yes,2.0,1.0,no,Walking,Overweight_Level_I 20640,Male,23.0,1.681314,81.918809,yes,yes,2.0,1.724887,Sometimes,no,1.916812,no,1.958694,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20641,Male,23.096353,1.713825,84.416515,yes,yes,2.0,2.983297,Sometimes,no,2.95311,no,2.240714,0.001518,no,Public_Transportation,Obesity_Type_I 20642,Male,24.149036,1.609418,100.941357,yes,yes,2.823179,2.9796,Sometimes,no,1.128942,no,1.058378,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20643,Female,18.0,1.65,58.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,no,Public_Transportation,Normal_Weight 20644,Female,26.0,1.641601,111.868169,yes,yes,3.0,3.0,Sometimes,no,2.623489,no,0.0,0.175694,Sometimes,Public_Transportation,Obesity_Type_III 20645,Male,29.246269,1.845399,87.286783,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Automobile,Overweight_Level_I 20646,Male,21.0,1.7,66.0,yes,yes,3.0,3.0,Always,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20647,Female,39.0,1.55,80.0,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20648,Female,19.0,1.53,62.0,no,no,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_II 20649,Female,26.0,1.641132,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.618198,no,0.0,0.243338,Sometimes,Public_Transportation,Obesity_Type_III 20650,Male,26.699317,1.859056,120.151967,yes,yes,2.622827,3.0,Sometimes,no,3.0,no,0.463891,0.020044,Sometimes,Public_Transportation,Obesity_Type_II 20651,Female,22.766227,1.584785,44.00945,no,no,3.0,3.0,Frequently,no,2.686824,no,2.0,0.0,no,Public_Transportation,Insufficient_Weight 20652,Female,25.920738,1.738717,109.908779,yes,yes,3.0,3.0,Sometimes,no,2.617988,no,0.0,1.339232,Sometimes,Public_Transportation,Obesity_Type_III 20653,Female,25.919571,1.71146,104.966758,yes,yes,3.0,3.0,Sometimes,no,1.651548,no,0.030541,0.412806,Sometimes,Public_Transportation,Obesity_Type_III 20654,Female,21.0,1.68,75.0,no,yes,3.0,3.0,Frequently,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20655,Female,21.682367,1.789555,137.832414,yes,yes,3.0,3.0,Sometimes,no,2.48707,no,1.999836,0.619235,Sometimes,Public_Transportation,Obesity_Type_III 20656,Female,18.0,1.58,53.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,1.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20657,Male,29.883021,1.75,86.098523,yes,yes,2.317734,2.77684,Sometimes,no,1.271178,no,1.881761,0.0,no,Automobile,Overweight_Level_II 20658,Male,18.0,1.74,76.0,yes,no,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Frequently,Public_Transportation,Overweight_Level_II 20659,Male,23.319635,1.868127,121.248035,yes,yes,3.0,2.695396,Sometimes,no,2.628816,no,0.975384,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20660,Female,24.473062,1.694726,113.077187,yes,yes,3.0,3.0,Sometimes,no,2.724099,no,0.334264,0.925843,Sometimes,Public_Transportation,Obesity_Type_III 20661,Female,25.955361,1.686033,104.879602,yes,yes,3.0,3.0,Sometimes,no,1.444379,no,0.249264,0.657221,Sometimes,Public_Transportation,Obesity_Type_III 20662,Male,23.260061,1.706082,82.039,yes,yes,2.427689,3.156153,Sometimes,no,2.0,no,0.897562,1.619473,Sometimes,Public_Transportation,Overweight_Level_II 20663,Female,26.0,1.643355,111.922491,yes,yes,3.0,3.0,Sometimes,no,2.682804,no,0.0,0.162494,Sometimes,Public_Transportation,Obesity_Type_III 20664,Female,21.680123,1.729719,133.963349,yes,yes,3.0,3.0,Sometimes,no,2.569713,no,1.34139,0.899673,Sometimes,Public_Transportation,Obesity_Type_III 20665,Male,27.0,1.65,63.0,no,yes,1.0,3.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20666,Female,26.0,1.631856,107.012256,yes,yes,3.0,3.0,Sometimes,no,2.523793,no,0.0,0.413474,Sometimes,Public_Transportation,Obesity_Type_III 20667,Male,21.0,1.6,70.0,no,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20668,Female,23.0,1.649736,84.134712,yes,yes,2.0,1.473088,Sometimes,no,2.776724,no,2.164472,0.163329,no,Public_Transportation,Obesity_Type_I 20669,Female,26.0,1.632896,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 20670,Male,23.647935,1.75,117.8972,yes,yes,1.133844,1.2919,Sometimes,no,2.0,no,1.392026,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20671,Female,26.0,1.631332,111.829957,yes,yes,3.0,3.0,Sometimes,no,2.639816,no,0.0,0.452236,Sometimes,Public_Transportation,Obesity_Type_III 20672,Male,29.246269,1.724268,112.879662,yes,yes,1.397468,3.0,Sometimes,no,2.092326,no,0.0,0.713823,Sometimes,Automobile,Obesity_Type_II 20673,Male,29.0,1.8,84.0,yes,yes,3.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Automobile,Overweight_Level_II 20674,Male,18.0,1.76,79.5,yes,yes,1.0,3.0,Sometimes,no,2.0,yes,3.0,0.0,no,Walking,Overweight_Level_I 20675,Male,25.0,1.9,80.0,yes,yes,2.0,3.0,Always,no,1.0,no,0.0,2.0,Sometimes,Public_Transportation,Normal_Weight 20676,Female,38.0,1.56,78.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,0.0,0.0,Sometimes,Automobile,Obesity_Type_I 20677,Male,18.0,1.8,56.0,yes,yes,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,no,Automobile,Insufficient_Weight 20678,Female,21.708354,1.708291,133.485478,yes,yes,3.0,3.0,Sometimes,no,2.863513,no,1.309304,0.966181,Sometimes,Public_Transportation,Obesity_Type_III 20679,Female,26.0,1.632896,111.949972,yes,yes,3.0,3.0,Sometimes,no,2.784303,no,0.0,0.091711,Sometimes,Public_Transportation,Obesity_Type_III 20680,Female,26.0,1.643892,111.933152,yes,yes,3.0,3.0,Sometimes,no,2.621877,no,0.0,0.088309,Sometimes,Public_Transportation,Obesity_Type_III 20681,Male,27.931432,1.855543,119.434645,yes,yes,2.175276,2.701521,Sometimes,no,2.174248,no,1.488843,0.453404,Sometimes,Public_Transportation,Obesity_Type_II 20682,Male,30.200946,1.754217,112.200812,yes,yes,1.924632,3.0,Sometimes,no,2.0,no,0.0,1.74288,Sometimes,Automobile,Obesity_Type_II 20683,Female,23.0,1.6,61.0,no,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20684,Male,23.0,1.849998,62.631382,yes,yes,2.336044,3.0,Sometimes,no,2.0,no,2.891986,0.441502,no,Automobile,Insufficient_Weight 20685,Female,25.765628,1.623812,102.686239,yes,yes,3.0,3.0,Sometimes,no,1.067716,no,0.220825,1.0,Sometimes,Public_Transportation,Obesity_Type_III 20686,Male,18.0,1.791366,108.602715,yes,yes,2.0,3.0,Sometimes,no,2.771469,no,0.0,1.604608,no,Public_Transportation,Obesity_Type_I 20687,Male,18.0,1.758628,52.331172,yes,yes,2.0,3.0,Sometimes,no,2.0,no,0.281734,1.488372,Sometimes,Public_Transportation,Insufficient_Weight 20688,Male,23.0,1.65,99.0,yes,yes,2.0,1.0,Always,no,1.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_II 20689,Female,19.633898,1.672594,80.615325,yes,yes,2.0,3.0,Sometimes,no,2.430918,no,1.999631,0.714701,Sometimes,Public_Transportation,Overweight_Level_I 20690,Male,18.178076,1.68,79.66832,yes,yes,3.0,2.029858,Sometimes,no,1.0,no,0.94141,1.0,no,Public_Transportation,Overweight_Level_II 20691,Male,25.0,1.84,114.0,yes,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20692,Female,19.0,1.65,58.0,no,yes,2.0,1.0,no,no,1.0,no,1.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20693,Female,18.0,1.6,51.0,yes,yes,3.0,3.0,Frequently,no,1.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20694,Female,18.0,1.65,90.0,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Obesity_Type_I 20695,Male,24.0,1.7,84.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_II 20696,Female,18.335019,1.742062,132.904884,yes,yes,3.0,3.0,Sometimes,no,2.891713,no,1.612741,0.813784,Sometimes,Public_Transportation,Obesity_Type_III 20697,Female,26.0,1.623812,111.682693,yes,yes,3.0,3.0,Sometimes,no,2.691584,no,0.0,0.244205,Sometimes,Public_Transportation,Obesity_Type_III 20698,Male,21.012542,1.773664,97.813023,yes,yes,2.0,1.890213,Sometimes,no,2.976672,no,0.0,1.668318,no,Public_Transportation,Obesity_Type_I 20699,Female,19.035557,1.773664,133.783955,yes,yes,3.0,3.0,Sometimes,no,2.956548,no,1.465909,0.662277,Sometimes,Public_Transportation,Obesity_Type_III 20700,Female,18.0,1.61,65.0,yes,yes,2.0,3.0,Frequently,no,3.0,no,3.0,2.0,no,Public_Transportation,Normal_Weight 20701,Male,25.447208,1.76569,120.901591,yes,yes,2.499108,3.0,Sometimes,no,2.292073,no,0.244749,1.36595,Sometimes,Public_Transportation,Obesity_Type_II 20702,Male,26.0,1.75,80.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20703,Female,19.0,1.6,45.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,0.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20704,Male,17.894784,1.722884,97.971598,yes,yes,2.0,3.0,Sometimes,no,3.0,no,1.0,2.0,no,Public_Transportation,Obesity_Type_I 20705,Female,25.746113,1.673665,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.650612,no,0.813917,0.672513,Sometimes,Public_Transportation,Obesity_Type_III 20706,Female,40.317787,1.55,62.631382,no,yes,2.607335,3.0,Sometimes,no,1.0,no,0.110174,0.731257,Sometimes,Automobile,Overweight_Level_I 20707,Female,25.966504,1.637524,104.790549,yes,yes,3.0,3.0,Sometimes,no,1.237557,no,0.130417,0.662489,Sometimes,Public_Transportation,Obesity_Type_III 20708,Male,31.327609,1.733439,82.27635,yes,yes,2.076689,3.0,Sometimes,no,1.636326,no,0.943266,0.0,Sometimes,Automobile,Overweight_Level_II 20709,Female,20.0,1.6,65.0,yes,yes,2.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20710,Male,33.749594,1.705813,102.134646,yes,yes,2.680375,2.976211,Sometimes,no,1.0,no,1.19102,0.0,no,Automobile,Obesity_Type_II 20711,Female,19.0,1.53,42.0,no,yes,3.0,1.0,Sometimes,no,1.0,no,0.0,0.0,no,Public_Transportation,Insufficient_Weight 20712,Male,24.05331,1.756772,117.326523,yes,yes,1.537505,3.0,Sometimes,no,2.0,no,1.858554,0.631422,Sometimes,Public_Transportation,Obesity_Type_II 20713,Male,25.0,1.75,114.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Obesity_Type_II 20714,Female,20.0,1.54,42.0,no,yes,3.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20715,Female,38.08886,1.75,62.855073,no,yes,2.244654,3.0,Sometimes,no,1.551266,no,0.271174,0.646514,Sometimes,Automobile,Overweight_Level_I 20716,Female,18.871794,1.536819,41.669346,yes,yes,2.652779,1.07976,Sometimes,no,1.254589,no,0.194745,1.672532,Sometimes,Public_Transportation,Insufficient_Weight 20717,Female,18.0,1.72,50.0,yes,no,3.0,3.0,Always,no,2.0,yes,3.0,2.0,Sometimes,Public_Transportation,Insufficient_Weight 20718,Male,19.21164,1.773766,41.934368,no,yes,2.225149,1.0,Sometimes,no,1.249307,no,0.0,1.528714,Sometimes,Public_Transportation,Insufficient_Weight 20719,Female,21.334585,1.819867,50.0,yes,yes,3.0,3.559841,Frequently,no,1.430444,no,0.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20720,Male,18.0,1.717432,108.897324,yes,yes,2.0,1.25535,Sometimes,no,2.0,no,0.0,1.967259,Sometimes,Public_Transportation,Obesity_Type_I 20721,Female,21.0,1.52,42.0,no,yes,2.0,1.0,Frequently,no,1.0,no,0.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20722,Female,18.0,1.65,56.0,no,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,no,Public_Transportation,Normal_Weight 20723,Female,19.034033,1.703098,49.803921,no,no,2.0,4.0,Frequently,no,2.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20724,Female,25.991886,1.623303,105.036522,yes,yes,3.0,3.0,Sometimes,no,1.031354,no,0.008368,0.655558,Sometimes,Public_Transportation,Obesity_Type_III 20725,Female,38.943282,1.565366,80.0,yes,yes,2.008656,2.326233,Sometimes,no,1.837184,no,0.0,0.0,no,Automobile,Overweight_Level_II 20726,Female,21.95994,1.530248,42.0,no,yes,2.919584,3.371832,Frequently,no,1.796257,no,0.819269,0.089354,Sometimes,Public_Transportation,Insufficient_Weight 20727,Male,33.009285,1.747739,84.722222,yes,yes,2.0,3.0,Sometimes,no,1.344539,no,2.0,0.0,no,Automobile,Overweight_Level_II 20728,Female,17.0,1.7,50.0,no,yes,1.0,3.0,Frequently,no,1.0,no,2.0,0.0,Sometimes,Public_Transportation,Insufficient_Weight 20729,Male,21.834894,1.722785,98.447311,yes,yes,2.0,2.714115,Sometimes,no,2.374044,no,2.834373,2.0,no,Public_Transportation,Obesity_Type_I 20730,Male,19.0,1.8,85.0,yes,no,3.0,3.0,Sometimes,no,3.0,no,2.0,1.0,Sometimes,Public_Transportation,Overweight_Level_I 20731,Male,20.0,1.65,80.0,yes,no,3.0,3.0,Frequently,no,2.0,no,1.0,2.0,Frequently,Automobile,Overweight_Level_II 20732,Female,35.389491,1.642506,79.843221,yes,yes,2.0,3.0,Sometimes,no,1.0,no,0.0,0.057926,no,Automobile,Overweight_Level_II 20733,Female,26.0,1.623303,105.037463,yes,yes,3.0,3.0,Sometimes,no,2.474518,no,0.0,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 20734,Male,24.417552,1.763582,117.384745,yes,yes,2.973569,2.993634,Sometimes,no,2.028368,no,1.39016,0.449886,Sometimes,Public_Transportation,Obesity_Type_II 20735,Male,21.0,1.79,89.8,yes,no,2.0,3.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20736,Male,21.0,1.62,70.0,yes,yes,3.0,1.0,Sometimes,no,3.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20737,Female,25.783865,1.63302,104.988925,yes,yes,3.0,3.0,Sometimes,no,1.322004,no,0.24629,0.723154,Sometimes,Public_Transportation,Obesity_Type_III 20738,Male,23.562135,1.71367,82.130728,yes,yes,2.043359,2.9774,Sometimes,no,1.226764,no,0.994592,0.969097,Sometimes,Public_Transportation,Overweight_Level_II 20739,Male,40.501722,1.619128,109.980145,yes,yes,2.731368,2.65772,Sometimes,no,1.000463,no,1.144876,0.474836,Sometimes,Public_Transportation,Obesity_Type_II 20740,Female,20.0,1.59,49.0,no,no,2.0,3.0,Sometimes,no,2.0,no,2.0,0.0,Sometimes,Public_Transportation,Normal_Weight 20741,Male,22.277859,1.791174,105.037203,yes,yes,2.997951,3.0,Sometimes,no,2.03415,no,2.0,0.508663,Sometimes,Public_Transportation,Obesity_Type_I 20742,Female,19.637947,1.71889,51.149283,yes,yes,3.0,3.0,Frequently,no,1.221281,no,1.926592,0.805008,no,Public_Transportation,Insufficient_Weight 20743,Female,19.0,1.74,78.0,yes,yes,3.0,1.0,Sometimes,no,2.0,no,1.0,0.0,Sometimes,Public_Transportation,Overweight_Level_I 20744,Female,26.0,1.637524,111.946655,yes,yes,3.0,3.0,Sometimes,no,2.396977,no,0.0,0.037078,Sometimes,Public_Transportation,Obesity_Type_III 20745,Female,19.97981,1.742901,49.932199,no,yes,2.969233,3.489918,Frequently,no,2.721769,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20746,Female,18.0,1.61,64.0,yes,yes,3.0,3.0,Sometimes,no,2.0,no,1.0,1.0,Sometimes,Public_Transportation,Normal_Weight 20747,Male,33.0,1.72,99.0,no,yes,2.0,1.0,Sometimes,no,2.0,no,2.0,0.0,Frequently,Automobile,Overweight_Level_II 20748,Male,21.0,1.757958,89.048151,yes,yes,1.882235,3.0,Sometimes,no,2.0,no,0.988668,1.0,no,Public_Transportation,Overweight_Level_II 20749,Female,25.783865,1.64639,104.835346,yes,yes,3.0,3.0,Sometimes,no,1.530992,no,0.01586,0.445495,Sometimes,Public_Transportation,Obesity_Type_III 20750,Male,18.827008,1.753321,80.0,yes,yes,2.826251,2.256119,Sometimes,no,2.13755,no,0.753782,0.051858,no,Public_Transportation,Overweight_Level_I 20751,Female,21.030909,1.605495,133.466763,yes,yes,3.0,3.0,Sometimes,no,2.839069,no,1.683497,0.143675,Sometimes,Public_Transportation,Obesity_Type_III 20752,Female,40.0,1.554728,77.561602,yes,yes,2.0,3.0,Sometimes,no,1.131169,no,0.281734,0.522259,Sometimes,Automobile,Obesity_Type_I 20753,Male,25.137087,1.766626,114.187096,yes,yes,2.919584,3.0,Sometimes,no,2.151809,no,1.330519,0.19668,Sometimes,Public_Transportation,Obesity_Type_II 20754,Male,18.0,1.71,50.0,no,yes,3.0,4.0,Frequently,no,1.0,no,2.0,1.0,Sometimes,Public_Transportation,Insufficient_Weight 20755,Male,20.101026,1.819557,105.580491,yes,yes,2.407817,3.0,Sometimes,no,2.0,no,1.15804,1.198439,no,Public_Transportation,Obesity_Type_II 20756,Male,33.852953,1.7,83.520113,yes,yes,2.671238,1.971472,Sometimes,no,2.144838,no,0.0,0.973834,no,Automobile,Overweight_Level_II 20757,Male,26.680376,1.816547,118.134898,yes,yes,3.0,3.0,Sometimes,no,2.003563,no,0.684487,0.713823,Sometimes,Public_Transportation,Obesity_Type_II