Gender
stringclasses
2 values
Age
float64
14
61
Height
float64
1.45
1.98
Weight
float64
39
173
family_history_with_overweight
stringclasses
2 values
FAVC
stringclasses
2 values
FCVC
float64
1
3
NCP
float64
1
4
CAEC
stringclasses
4 values
SMOKE
stringclasses
2 values
CH2O
float64
1
3
SCC
stringclasses
2 values
FAF
float64
0
3
TUE
float64
0
2
CALC
stringclasses
4 values
MTRANS
stringclasses
5 values
NObeyesdad
stringclasses
7 values
Female
18.976968
1.759091
133.903612
yes
yes
3
3
Sometimes
no
2.862408
no
1.456933
0.742423
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.924956
1.752531
133.618706
yes
yes
3
3
Sometimes
no
2.887659
no
1.480919
0.779641
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.28253
1.761773
133.903469
yes
yes
3
3
Sometimes
no
2.893062
no
1.408177
0.807457
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.633195
111.883747
yes
yes
3
3
Sometimes
no
2.619517
no
0
0.140368
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.633945
111.9307
yes
yes
3
3
Sometimes
no
2.682804
no
0
0.15171
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641601
111.830924
yes
yes
3
3
Sometimes
no
2.552388
no
0
0.196288
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641132
111.841706
yes
yes
3
3
Sometimes
no
2.617401
no
0
0.200379
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.999174
1.638218
104.810024
yes
yes
3
3
Sometimes
no
2.654636
no
0.069238
0.629578
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.999942
1.627483
104.881994
yes
yes
3
3
Sometimes
no
2.569364
no
0.159255
0.419446
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.610225
104.936381
yes
yes
3
3
Sometimes
no
1.322004
no
0
0.539876
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.61739
105.013901
yes
yes
3
3
Sometimes
no
1.292479
no
0
0.541309
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.365041
1.744319
133.45249
yes
yes
3
3
Sometimes
no
2.839069
no
1.231031
0.792496
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.421726
1.755467
133.478611
yes
yes
3
3
Sometimes
no
2.843782
no
1.302507
0.773807
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.826782
1.746416
133.747012
yes
yes
3
3
Sometimes
no
2.858389
no
1.444382
0.713823
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.94093
1.746411
133.676663
yes
yes
3
3
Sometimes
no
2.864933
no
1.501647
0.786846
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.921678
1.611452
102.363149
yes
yes
3
3
Sometimes
no
1.031701
no
0.03465
0.912345
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.940153
1.596813
102.320437
yes
yes
3
3
Sometimes
no
1.000536
no
0.005939
0.566353
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.999636
1.610126
102.686908
yes
yes
3
3
Sometimes
no
1.020313
no
0.108386
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.907833
1.623113
102.555691
yes
yes
3
3
Sometimes
no
1.063422
no
0.051097
0.543118
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.991194
1.618348
104.94582
yes
yes
3
3
Sometimes
no
2.45126
no
0.043689
0.670402
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.993154
1.609401
104.854928
yes
yes
3
3
Sometimes
no
2.613504
no
0.067985
0.778632
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.988668
1.621671
105.313967
yes
yes
3
3
Sometimes
no
1.042989
no
0.097114
0.42954
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.976209
1.614484
104.999403
yes
yes
3
3
Sometimes
no
1.237557
no
0.083675
0.543761
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.743587
1.789143
138.202869
yes
yes
3
3
Sometimes
no
2.83377
no
0.806422
0.672513
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.323767
1.774207
138.143162
yes
yes
3
3
Sometimes
no
2.816052
no
1.571865
0.688058
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.394047
1.792933
137.832414
yes
yes
3
3
Sometimes
no
2.682909
no
1.318743
0.900497
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.838323
1.758959
137.79299
yes
yes
3
3
Sometimes
no
2.640539
no
1.879818
0.885993
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.20634
1.807406
141.799429
yes
yes
3
3
Sometimes
no
2.472903
no
1.998047
0.840911
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.532826
1.75091
142.545183
yes
yes
3
3
Sometimes
no
2.372058
no
1.324805
0.870795
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.438478
1.805803
153.149491
yes
yes
3
3
Sometimes
no
2.387991
no
0.850715
0.656491
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.796266
1.796538
152.473675
yes
yes
3
3
Sometimes
no
2.322003
no
0.886602
0.843283
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.634894
111.946321
yes
yes
3
3
Sometimes
no
2.737353
no
0
0.076094
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.639524
111.945588
yes
yes
3
3
Sometimes
no
2.739351
no
0
0.064769
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643017
111.720238
yes
yes
3
3
Sometimes
no
2.632498
no
0
0.140792
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641849
111.682693
yes
yes
3
3
Sometimes
no
2.632253
no
0
0.244205
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.621167
104.947703
yes
yes
3
3
Sometimes
no
2.57721
no
0
0.402075
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.992898
1.638075
105.036522
yes
yes
3
3
Sometimes
no
2.419153
no
0.019404
0.597626
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.60937
105.407313
yes
yes
3
3
Sometimes
no
2.609052
no
0
0.54859
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.608283
105.359688
yes
yes
3
3
Sometimes
no
2.476002
no
0
0.546345
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.951737
1.629442
104.835346
yes
yes
3
3
Sometimes
no
2.225139
no
0.035928
0.565315
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.982261
1.629225
104.838425
yes
yes
3
3
Sometimes
no
2.556068
no
0.01682
0.58284
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.470652
1.680218
104.807284
yes
yes
3
3
Sometimes
no
1.423073
no
0.197993
0.763359
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.289428
1.686033
104.772164
yes
yes
3
3
Sometimes
no
1.299194
no
0.234303
0.946888
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.696073
1.662978
110.930509
yes
yes
3
3
Sometimes
no
1.679489
no
0.017804
0.21523
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.561868
1.675185
110.621723
yes
yes
3
3
Sometimes
no
1.49583
no
0.109327
0.384129
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.834018
1.62456
110.10589
yes
yes
3
3
Sometimes
no
1.81786
no
0.011161
0.447224
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.895546
1.626179
110.074019
yes
yes
3
3
Sometimes
no
1.967707
no
0.01437
0.434073
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.035557
1.682594
127.427458
yes
yes
3
3
Sometimes
no
1.441289
no
1.425712
0.662277
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.634286
1.669354
126.088301
yes
yes
3
3
Sometimes
no
1.144539
no
0.922014
0.899673
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.700876
1.68838
121.889803
yes
yes
3
3
Sometimes
no
1.353167
no
1.093679
0.534553
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.741442
1.694439
122.813033
yes
yes
3
3
Sometimes
no
1.409444
no
0.933595
0.840393
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.695892
1.755476
133.870501
yes
yes
3
3
Sometimes
no
1.959287
no
1.433151
0.911335
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.635977
1.748106
133.259033
yes
yes
3
3
Sometimes
no
1.931163
no
1.562213
0.926565
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.232659
1.719913
131.567481
yes
yes
3
3
Sometimes
no
1.651462
no
1.655993
0.939982
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.008297
1.723587
131.929712
yes
yes
3
3
Sometimes
no
1.683448
no
1.645532
0.858059
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.962949
1.623812
109.996742
yes
yes
3
3
Sometimes
no
2.395387
no
0.000272
0.461532
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.624099
109.978402
yes
yes
3
3
Sometimes
no
2.523793
no
0
0.383953
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.632983
111.157811
yes
yes
3
3
Sometimes
no
2.638896
no
0
0.224559
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.640745
110.919646
yes
yes
3
3
Sometimes
no
2.666178
no
0
0.276907
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.629727
111.275646
yes
yes
3
3
Sometimes
no
2.495851
no
0
0.218645
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.624134
111.531208
yes
yes
3
3
Sometimes
no
2.609188
no
0
0.17403
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.964788
1.623938
109.984263
yes
yes
3
3
Sometimes
no
2.471721
no
0.000096
0.433463
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.994949
1.593321
110.168166
yes
yes
3
3
Sometimes
no
2.447306
no
0.000454
0.486558
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.952737
1.730333
132.116491
yes
yes
3
3
Sometimes
no
1.674061
no
1.683497
0.780199
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.978166
1.721057
132.054793
yes
yes
3
3
Sometimes
no
1.678791
no
1.68249
0.818871
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.67447
1.71978
132.262558
yes
yes
3
3
Sometimes
no
1.777805
no
1.584716
0.927341
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.568951
1.699315
133.10761
yes
yes
3
3
Sometimes
no
1.733306
no
1.773304
0.921136
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.647935
1.681394
114.479459
yes
yes
3
3
Sometimes
no
2.435978
no
0.232742
0.692608
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.196367
1.697421
114.482386
yes
yes
3
3
Sometimes
no
2.909675
no
0.360908
0.573887
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.284833
1.650726
113.774198
yes
yes
3
3
Sometimes
no
2.75137
no
0.324913
0.516764
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.693108
1.667383
112.982549
yes
yes
3
3
Sometimes
no
2.887909
no
0.312923
0.210997
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.862264
1.746277
128.705761
yes
yes
3
3
Sometimes
no
2.411582
no
0.985287
0.675076
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.423482
1.735461
126.798173
yes
yes
3
3
Sometimes
no
2.38639
no
1.544632
0.900067
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.394082
1.747714
128.148108
yes
yes
3
3
Sometimes
no
2.232601
no
0.554323
0.836151
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.217015
1.71582
129.466541
yes
yes
3
3
Sometimes
no
1.755907
no
1.48809
0.857718
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.330178
1.747987
147.296186
yes
yes
3
3
Sometimes
no
2.336349
no
1.4164
0.711724
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.528936
1.817917
142.559161
yes
yes
3
3
Sometimes
no
2.562002
no
1.976427
0.740331
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.364339
1.80835
150.51648
yes
yes
3
3
Sometimes
no
2.305574
no
1.734424
0.863043
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.131526
1.739457
150.37757
yes
yes
3
3
Sometimes
no
2.319912
no
1.582675
0.680746
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.012872
1.742062
133.779919
yes
yes
3
3
Sometimes
no
2.70196
no
1.465909
0.813235
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.469086
1.741925
133.017105
yes
yes
3
3
Sometimes
no
2.474518
no
1.560261
0.662489
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.572114
1.751067
133.845064
yes
yes
3
3
Sometimes
no
2.748569
no
1.427037
0.902825
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.680123
1.749118
133.955091
yes
yes
3
3
Sometimes
no
2.827773
no
1.412357
0.901071
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.469756
1.663341
113.077187
yes
yes
3
3
Sometimes
no
2.632224
no
0.300964
0.26956
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.12791
1.668537
112.555456
yes
yes
3
3
Sometimes
no
2.868679
no
0.115369
0.028583
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.986368
1.668951
112.249699
yes
yes
3
3
Sometimes
no
2.930137
no
0.043101
0.138629
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.951979
1.661712
112.098616
yes
yes
3
3
Sometimes
no
2.961899
no
0.259424
0.080128
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.633442
111.821817
yes
yes
3
3
Sometimes
no
2.550672
no
0
0.224655
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.63302
111.863186
yes
yes
3
3
Sometimes
no
2.584305
no
0
0.232108
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.633887
111.878132
yes
yes
3
3
Sometimes
no
2.621976
no
0
0.123861
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643421
111.939983
yes
yes
3
3
Sometimes
no
2.722276
no
0
0.091711
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.640535
111.555967
yes
yes
3
3
Sometimes
no
2.634342
no
0
0.178301
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.626483
111.357062
yes
yes
3
3
Sometimes
no
2.61939
no
0
0.171034
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.64599
111.922491
yes
yes
3
3
Sometimes
no
2.78678
no
0
0.09776
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643892
111.884535
yes
yes
3
3
Sometimes
no
2.768141
no
0
0.094213
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.97731
1.617817
104.950776
yes
yes
3
3
Sometimes
no
1.71659
no
0.001272
0.545993
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.955014
1.626449
104.879602
yes
yes
3
3
Sometimes
no
2.094901
no
0.07089
0.599441
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.996716
1.62658
105.037203
yes
yes
3
3
Sometimes
no
2.347322
no
0.008013
0.503896
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.992348
1.606474
104.954291
yes
yes
3
3
Sometimes
no
2.331123
no
0.063383
0.561661
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.974446
1.628855
108.090006
yes
yes
3
3
Sometimes
no
1.757105
no
0.085119
0.465444
Sometimes
Public_Transportation
Obesity_Type_III