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
1.644682
68.392133
yes
yes
2
1.131695
Sometimes
no
1.344539
no
0
1.59257
no
Public_Transportation
Overweight_Level_I
Female
18.270434
1.737165
76.699774
yes
yes
2.838969
3
Sometimes
no
2.425927
no
1
1.453335
Frequently
Public_Transportation
Overweight_Level_I
Female
19.816228
1.507853
64.259379
no
yes
2.568063
3
Sometimes
no
1.817983
yes
0
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
28.39124
1.81006
87.286783
no
yes
3
3
Sometimes
no
1.205633
no
2
0
no
Automobile
Overweight_Level_I
Male
26.758516
1.80179
86.981202
no
yes
2.652958
2.488189
Sometimes
no
2
no
2
0.096614
no
Automobile
Overweight_Level_I
Male
21.033794
1.625891
70
no
yes
2
1
no
no
2.00876
no
0.63119
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
22.429812
1.64037
70
no
yes
2
1
no
no
2.069184
no
0.729898
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
26.650419
1.791047
83.26312
no
yes
1.27785
3.999591
Sometimes
no
2.495944
no
0.00342
1
no
Automobile
Overweight_Level_I
Male
21.618246
1.679306
75
yes
yes
2
3
Sometimes
no
1.957871
no
0.994592
0.117303
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.012542
1.615145
68.653347
yes
yes
1.729824
3.612941
no
no
2.043703
no
0.562118
0.426643
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.071195
1.616467
68.77185
yes
yes
1.452524
3.950553
no
no
2.109858
no
0.508847
1.194633
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.741202
1.816783
86.522799
yes
yes
2
3
Sometimes
no
2.177386
no
0.336814
0.004813
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.21638
1.812472
86.748295
yes
yes
2
3
Sometimes
no
2.168651
no
0.977998
0.142638
Sometimes
Public_Transportation
Overweight_Level_I
Female
42.24475
1.768231
75.62931
yes
yes
3
2.951837
Sometimes
no
2.112032
no
0.378683
0
Sometimes
Automobile
Overweight_Level_I
Male
22.283082
1.870931
89.251639
yes
yes
2
2.799979
Sometimes
no
1.081333
no
0.444347
1
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.086512
1.863685
89.558854
yes
yes
2
3
Sometimes
no
1.005727
no
0
0.798219
Sometimes
Public_Transportation
Overweight_Level_I
Male
23.451595
1.670227
75
yes
yes
2
3
Sometimes
no
2
no
0.129163
1.983678
Sometimes
Public_Transportation
Overweight_Level_I
Male
22.740275
1.717288
75.948164
yes
yes
2
3
Sometimes
no
2
no
0
2
Sometimes
Public_Transportation
Overweight_Level_I
Male
18.900253
1.750359
79.828725
yes
yes
2
2.228113
Sometimes
no
2.045004
no
1.293665
0.961806
Frequently
Public_Transportation
Overweight_Level_I
Male
23.170309
1.707557
75.306702
yes
yes
2.303367
3.042774
Sometimes
no
1.277636
no
0.944982
0.366126
Sometimes
Public_Transportation
Overweight_Level_I
Female
32.997118
1.672446
74.812707
yes
yes
2.948425
1.198643
Sometimes
no
1
no
0
0.173796
Sometimes
Automobile
Overweight_Level_I
Female
32.501143
1.675979
74.959747
yes
yes
2.291846
1.555557
Sometimes
no
1
no
0
0.388271
Sometimes
Automobile
Overweight_Level_I
Female
21.938831
1.611239
67.939653
yes
yes
1.906194
3.987707
Sometimes
no
2.597746
no
1.922234
1.376124
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.909534
1.611356
68.06609
yes
yes
1.834155
3.995957
Sometimes
no
2.632871
no
1.236114
1.980875
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
37.455752
1.508908
63.183846
yes
yes
2.048582
1.047197
Sometimes
no
2
no
0.15136
0.22596
Sometimes
Automobile
Overweight_Level_I
Female
40
1.561109
62.871794
yes
yes
2.948248
3
Sometimes
no
2.429911
no
0.11964
0.360193
Sometimes
Automobile
Overweight_Level_I
Female
38.943282
1.554728
63.011645
yes
yes
2.869436
3
Sometimes
no
2.972426
no
2.16079
0.305954
Sometimes
Automobile
Overweight_Level_I
Female
21.987341
1.730182
78.55444
yes
yes
2.293705
1
Sometimes
no
2
no
2.063943
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.198217
1.743841
78.88036
yes
yes
2.510583
1
Sometimes
no
2
no
2.119682
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.62
70
no
yes
2
1
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
29.32038
1.642506
69.906708
yes
yes
2.366949
3
Sometimes
no
1.926577
no
1.581242
0
Sometimes
Automobile
Overweight_Level_I
Female
31.255587
1.69308
71.927379
yes
yes
2.615788
3
Sometimes
no
1.771781
no
0.759422
0.686529
Sometimes
Automobile
Overweight_Level_I
Male
22.851773
1.752115
79.414603
yes
yes
3
1
Sometimes
no
2
no
2.315983
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
26
1.745033
80
yes
yes
2.217267
1.193589
Sometimes
no
2
no
2
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.789291
1.820643
85
yes
yes
3
3
Sometimes
no
2.759246
no
1.763277
0.453314
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.895877
1.80733
85.073801
yes
yes
2.801514
3
Sometimes
no
2.734782
no
2.207881
0.143675
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.693804
1.8
85
yes
yes
2.188722
3
Sometimes
no
2.721356
no
1.528968
1
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.226314
1.814255
85.255631
yes
yes
2.971351
3.390143
Sometimes
no
2.133767
no
2.318492
0.678618
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.652229
1.700181
75.057177
yes
yes
2.086093
3.546352
Sometimes
no
2.081121
no
1.993666
0.673835
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.687409
1.604697
68.016472
yes
yes
1.901611
3.266501
no
no
2.926995
no
0.985872
0.307982
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.455463
1.611
68.107866
yes
yes
1.977298
3.554974
no
no
2.217957
no
0.97812
0.459759
Sometimes
Public_Transportation
Overweight_Level_I
Female
21
1.754497
77.956921
yes
yes
2.446872
2.372311
Sometimes
no
1.81031
no
0.094893
1.650778
Sometimes
Public_Transportation
Overweight_Level_I
Female
21
1.752944
77.965532
yes
yes
2.839048
2.10601
Sometimes
no
1.639202
no
1.117311
0.967919
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.337404
1.859927
87.105828
yes
yes
2.21232
4
Sometimes
no
2.374044
no
2
0.622638
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.701643
1.896073
90.52446
yes
yes
2.427689
3.715306
Sometimes
no
2.876096
no
1.815768
0.426465
Sometimes
Public_Transportation
Overweight_Level_I
Male
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
Female
21.012569
1.758628
78.370039
yes
yes
3
1
Sometimes
no
2
no
2.971832
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.016623
1.755427
78.300084
yes
yes
3
1
Sometimes
no
2
no
2.877473
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
19
1.779882
80.091886
yes
yes
1.078529
1.211606
Sometimes
no
2.568063
no
3
0.817983
no
Public_Transportation
Overweight_Level_I
Male
21
1.712061
75
yes
yes
2
3
Sometimes
no
1.333707
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.676014
75
yes
yes
2
3
Sometimes
no
1.164062
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
27.899784
1.7
74.244004
yes
yes
2
3
Sometimes
no
2
no
1.722053
0
Sometimes
Automobile
Overweight_Level_I
Male
28.825223
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
Male
26.047077
1.74595
80.018571
yes
yes
1.993101
3.171082
Sometimes
no
2.364498
no
1.224743
0.022245
Sometimes
Public_Transportation
Overweight_Level_I
Male
23
1.690196
75
yes
yes
2.620963
3
Sometimes
no
2.824559
no
0.754599
2
Sometimes
Public_Transportation
Overweight_Level_I
Male
20
1.81748
85
yes
yes
2.95118
3
Sometimes
no
3
no
2.433918
0.561602
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.832995
1.580964
65.363941
no
yes
2.021446
3
Sometimes
no
1.077917
no
0.523847
0.808599
Sometimes
Public_Transportation
Overweight_Level_I
Female
30.255744
1.652084
73.575981
yes
yes
2
3
Sometimes
no
1
no
0
0.018877
Sometimes
Automobile
Overweight_Level_I
Female
30.613586
1.645511
69.168978
yes
yes
2.000466
3
Sometimes
no
1.131448
no
0.061366
0
Sometimes
Automobile
Overweight_Level_I
Male
23.245408
1.707968
75.383716
yes
yes
2.5621
3.105007
Sometimes
no
1.172427
no
0.184917
0.923082
Sometimes
Public_Transportation
Overweight_Level_I
Female
18
1.456346
55.523481
no
yes
2
3
Sometimes
no
1.040342
yes
0.497373
1.783319
Sometimes
Public_Transportation
Overweight_Level_I
Female
18
1.498561
55.376512
no
yes
2
3
Sometimes
no
1.274718
yes
0.129902
0.978574
Sometimes
Public_Transportation
Overweight_Level_I
Female
16.950499
1.603501
65
yes
yes
2.96008
1
Sometimes
no
2
yes
0.736032
1.344072
no
Public_Transportation
Overweight_Level_I
Female
21.837058
1.558045
63.597633
no
yes
2.53915
1.590982
Sometimes
no
1.977801
no
1.264616
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
27
1.55
62.877347
no
yes
2.244142
1.704828
Sometimes
no
1
no
0.792929
0.395468
Sometimes
Public_Transportation
Overweight_Level_I
Female
35.483601
1.647514
73.91692
yes
no
3
2.725012
Sometimes
no
1.62244
no
0.902661
0
Sometimes
Automobile
Overweight_Level_I
Male
23.801436
1.855779
86.098523
yes
yes
2
2.372339
Sometimes
no
1.675733
no
1.066241
1
Sometimes
Automobile
Overweight_Level_I
Male
23.367212
1.853223
87.083266
yes
yes
2
1.097312
Sometimes
no
1.328835
no
1.264257
1
Sometimes
Automobile
Overweight_Level_I
Female
40
1.570811
62.211572
yes
yes
2.253371
3
Sometimes
no
2.756916
no
1.016042
0.213437
Sometimes
Automobile
Overweight_Level_I
Female
16.38009
1.617124
67.913561
yes
yes
2.851664
1
Sometimes
no
2
no
0.977929
1.765321
no
Public_Transportation
Overweight_Level_I
Female
16.865984
1.644053
67.439589
yes
yes
1.31415
1.068196
Sometimes
no
1.364957
yes
0
0.057926
no
Public_Transportation
Overweight_Level_I
Female
16.093234
1.608914
65
yes
yes
1.321028
1
Sometimes
no
2
yes
0.371452
0.965604
no
Public_Transportation
Overweight_Level_I
Female
18
1.647971
68.818893
yes
yes
2
1.411685
Sometimes
no
1.859089
no
0
1.306
no
Public_Transportation
Overweight_Level_I
Female
18.83919
1.624831
69.975607
yes
yes
2.253998
2.752318
Sometimes
no
2.328331
no
0.815509
0.024088
no
Public_Transportation
Overweight_Level_I
Female
19.726522
1.508267
61.10403
no
yes
2.778079
3
Sometimes
no
1.696691
yes
0.94224
0.879925
Sometimes
Public_Transportation
Overweight_Level_I
Female
18.947102
1.518917
60.267427
no
yes
2.838037
2.737571
Sometimes
no
1.144467
yes
0.753782
1.286844
Sometimes
Public_Transportation
Overweight_Level_I
Female
17.781183
1.6
65
yes
yes
3
2.973504
Sometimes
no
2
yes
0.178976
0.166076
Sometimes
Public_Transportation
Overweight_Level_I
Male
33.100581
1.838791
87.85785
no
yes
2.814453
2.608055
Sometimes
no
1.85916
no
2
0.516084
no
Automobile
Overweight_Level_I
Female
33.251015
1.730379
75.920519
yes
yes
2.013782
2.625942
Sometimes
no
1.045586
no
0.553305
0.480214
Sometimes
Automobile
Overweight_Level_I
Female
18.985119
1.759117
80
yes
yes
2
1.411808
Sometimes
no
2.651194
no
2.878414
0.953841
no
Public_Transportation
Overweight_Level_I
Female
18.871917
1.755254
80
yes
yes
2
1.095223
Sometimes
no
2.474132
no
2.876696
0.7939
no
Public_Transportation
Overweight_Level_I
Male
19.478533
1.804099
85.196279
yes
yes
2.459976
3.30846
Sometimes
no
2.078011
no
1.779646
0.871772
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.429723
1.813567
86.144904
yes
yes
2.643183
3.821461
Sometimes
no
2.397124
no
2.044165
0.471663
Sometimes
Public_Transportation
Overweight_Level_I
Female
20.979254
1.75655
78.721696
yes
yes
2
3
Sometimes
no
2.813234
no
0.228753
2
Frequently
Public_Transportation
Overweight_Level_I
Female
18.869151
1.756774
79.989789
yes
yes
2
2.658639
Sometimes
no
2.781628
no
1.955992
1.409198
Frequently
Public_Transportation
Overweight_Level_I
Female
18.236087
1.62
69.3899
yes
yes
2.22399
1
Sometimes
no
2.20312
no
0.104451
1.899073
no
Public_Transportation
Overweight_Level_I
Female
20.901393
1.709585
75
yes
yes
2.104105
3
Sometimes
no
1.871033
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
17.08525
1.535618
57.259124
no
yes
1.972545
2.339614
Sometimes
no
1.711074
yes
0.095517
1.191053
Sometimes
Public_Transportation
Overweight_Level_I
Male
25.785925
1.818848
87.032398
no
yes
2.286481
1.713762
Sometimes
no
1.797161
no
1.658698
0.926581
no
Automobile
Overweight_Level_I
Male
26.787842
1.817641
87.107317
no
yes
2.971588
2.743277
Sometimes
no
1.394883
no
2
0.470243
no
Automobile
Overweight_Level_I
Male
21.037514
1.636592
70
no
yes
2
1
no
no
2.881677
no
0.915699
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.00829
1.621412
70
no
yes
2
1
no
no
2.795651
no
0.80873
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
26.70371
1.802871
85.770013
yes
yes
2.872121
3.051804
Sometimes
no
2.111913
no
0.843709
0.153559
Sometimes
Automobile
Overweight_Level_I
Male
21.731497
1.696201
75.399191
yes
yes
2.109162
3.245148
Sometimes
no
1.971774
no
0.989335
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.052894
1.694633
75.0522
yes
yes
2.178889
3.563744
Sometimes
no
1.853991
no
0.997731
0
Sometimes
Public_Transportation
Overweight_Level_I