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
26
1.622397
110.79263
yes
yes
3
3
Sometimes
no
2.704507
no
0
0.29499
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.853826
1.755643
137.796884
yes
yes
3
3
Sometimes
no
2.184707
no
1.978631
0.838957
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.90012
1.843419
165.057269
yes
yes
3
3
Sometimes
no
2.406541
no
0.10032
0.479221
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.306615
1.7456
133.03441
yes
yes
3
3
Sometimes
no
2.984323
no
1.586525
0.62535
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.630927
111.485516
yes
yes
3
3
Sometimes
no
2.444125
no
0
0.26579
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.629191
104.826776
yes
yes
3
3
Sometimes
no
2.654702
no
0
0.555468
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.849705
1.770612
133.963349
yes
yes
3
3
Sometimes
no
2.825629
no
1.399183
0.928972
Sometimes
Public_Transportation
Obesity_Type_III
Male
19.799054
1.743702
54.927529
yes
yes
2
3.28926
Sometimes
no
2.847264
no
1.680844
2
Sometimes
Public_Transportation
Insufficient_Weight
Male
17.188754
1.771915
55.695036
yes
yes
2
4
Sometimes
no
2.884033
no
2
1.340107
Sometimes
Public_Transportation
Insufficient_Weight
Male
22.285024
1.75376
55.879263
yes
yes
2.450218
3.995147
Sometimes
no
2.147746
no
2
0.58998
Sometimes
Public_Transportation
Insufficient_Weight
Female
22
1.675446
51.154201
yes
yes
3
3
Frequently
no
2.815293
no
1.978631
1
no
Public_Transportation
Insufficient_Weight
Female
21.02497
1.666203
49.869791
yes
yes
3
3
Frequently
no
2.593459
no
2
1
no
Public_Transportation
Insufficient_Weight
Female
22.038327
1.711467
51.965521
yes
yes
2.880161
3
Frequently
no
1.031354
no
2.206738
1.37465
no
Public_Transportation
Insufficient_Weight
Female
21.243142
1.598019
44.845655
no
no
3
1.72626
Frequently
no
2.444125
no
1.31817
0
no
Public_Transportation
Insufficient_Weight
Female
22.142432
1.59611
42.848033
no
no
3
2.581015
Frequently
no
2.654702
no
0.902095
0
no
Public_Transportation
Insufficient_Weight
Female
21.962426
1.57206
43.919835
no
no
3
1.600812
Frequently
no
2.651258
no
0.600817
0
no
Public_Transportation
Insufficient_Weight
Female
21.491055
1.586952
43.087508
no
no
2.00876
1.73762
Frequently
no
1.792022
no
0.119643
0
no
Public_Transportation
Insufficient_Weight
Female
22.717943
1.59559
44.581159
no
no
2.596579
1.10548
Frequently
no
1.490613
no
0.345684
0
no
Public_Transportation
Insufficient_Weight
Female
23.501249
1.6
45
no
no
2.591439
3
Frequently
no
2.074048
no
1.679935
0
no
Public_Transportation
Insufficient_Weight
Female
18.535075
1.688025
45
no
yes
3
3
Sometimes
no
3
yes
2.539762
1.283673
no
Public_Transportation
Insufficient_Weight
Female
19
1.556211
42.339767
no
yes
3
2.0846
Sometimes
no
2.13755
yes
0.196152
0.062488
no
Public_Transportation
Insufficient_Weight
Female
19
1.564199
42.096062
no
yes
3
1.894384
Sometimes
no
2.456581
yes
1.596576
0.9974
no
Public_Transportation
Insufficient_Weight
Female
20.254534
1.56948
41.324558
no
yes
2.392665
1
Frequently
no
1
no
0
0.738269
Sometimes
Public_Transportation
Insufficient_Weight
Female
21
1.52
42
no
yes
3
1
Frequently
no
1
no
0
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
20.225396
1.550648
44.641796
no
yes
3
2.857787
Frequently
no
1
no
0.754646
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.86997
1.520997
42
no
yes
3
1
Frequently
no
1.527036
no
0
0.860497
Sometimes
Public_Transportation
Insufficient_Weight
Female
20.147114
1.528011
42
no
yes
3
1
Frequently
no
1.322669
no
0
0.478676
Sometimes
Public_Transportation
Insufficient_Weight
Female
21
1.52
42
no
yes
3
1
Frequently
no
1
no
0
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
21.996523
1.733263
50.890363
no
no
3
3.765526
Frequently
no
1.656082
no
0.42777
0.555967
Sometimes
Public_Transportation
Insufficient_Weight
Female
21.376426
1.722527
50.833029
no
no
3
3.285167
Frequently
no
1.569082
no
0.545931
0.469735
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.724106
1.734832
50
no
no
1.123939
4
Frequently
no
1
no
1.303976
0.371941
Sometimes
Public_Transportation
Insufficient_Weight
Male
23
1.882779
64.106108
yes
yes
3
3
Sometimes
no
2.843777
no
1.488843
0.009254
Sometimes
Automobile
Insufficient_Weight
Male
22.851834
1.854592
63.611109
yes
yes
3
3.691226
Sometimes
no
2.650989
no
1.228136
0.8324
Sometimes
Automobile
Insufficient_Weight
Male
23
1.835643
58.854416
yes
yes
3
3
Sometimes
no
2.027984
no
1.661556
0.114716
Sometimes
Automobile
Insufficient_Weight
Male
18.216032
1.755507
52
yes
yes
3
3
Frequently
no
2
no
0.658894
1
no
Public_Transportation
Insufficient_Weight
Male
21.81119
1.71266
51.598593
yes
yes
3
3.156153
Frequently
no
1.253803
no
0.544784
0.256382
no
Public_Transportation
Insufficient_Weight
Male
18.164768
1.694265
52
yes
yes
3
3
Frequently
no
2
no
0.819682
1
no
Public_Transportation
Insufficient_Weight
Female
18.871794
1.586895
41.452385
no
yes
2
1.07976
Sometimes
no
1
no
0.194745
1.547086
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.766033
1.579561
41.890204
no
yes
2.027574
1
Sometimes
no
1.636326
no
0
1.906141
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.540535
1.564568
41.397378
no
yes
2.658112
1
Sometimes
no
1.298165
no
0
1.639326
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.88036
1.670635
49.742931
no
no
2.88626
3.559841
Frequently
no
1.632004
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.717249
1.688426
49.660995
no
no
2.714447
3
Frequently
no
2
no
1.903182
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.633898
1.66084
49.039794
no
no
2.750715
3
Frequently
no
2
no
1.067817
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
23
1.710182
50.287967
yes
yes
2
3
Frequently
no
2.099863
no
1.63581
2
no
Public_Transportation
Insufficient_Weight
Female
20.406871
1.755978
53.699561
yes
yes
2
3.891994
Frequently
no
1.86393
no
2.870127
2
no
Public_Transportation
Insufficient_Weight
Female
23
1.728834
51.442293
yes
yes
2
3
Frequently
no
1.229915
no
0.619533
2
no
Public_Transportation
Insufficient_Weight
Female
19.058511
1.662017
49.838965
no
yes
1.4925
3
Sometimes
no
1.049134
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.827008
1.7
50
no
yes
1
3.240578
Sometimes
no
1
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.314964
1.661403
49.932199
no
yes
2.205439
3
Sometimes
no
1.530531
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
29.970445
1.610863
49.516027
yes
yes
2.059138
3.904858
Frequently
no
2
no
0.821977
0
no
Public_Transportation
Insufficient_Weight
Female
32.383858
1.640688
46.655622
yes
yes
3
3.11158
Frequently
no
2.721769
no
1.44287
0
no
Public_Transportation
Insufficient_Weight
Female
24.163526
1.64603
49.839685
yes
yes
3
3.590039
Frequently
no
2.7305
no
0.107078
0
no
Public_Transportation
Insufficient_Weight
Male
17.038222
1.710564
51.588874
no
yes
2
2.057935
Sometimes
no
2.371015
no
0.288032
0.714627
Sometimes
Public_Transportation
Insufficient_Weight
Male
16.30687
1.752755
50
no
yes
2.310423
3.558637
Sometimes
no
1.787843
no
1.926592
0.828549
Sometimes
Public_Transportation
Insufficient_Weight
Male
16.198153
1.691007
52.629374
no
yes
2
2.000986
Sometimes
no
2.673835
no
0.99295
0.474836
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.753349
51.457226
no
yes
2.823179
3
Sometimes
no
1.773236
no
1.252472
1
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.781543
50.869704
no
yes
2.052932
3
Sometimes
no
2
no
0.520408
1
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.755823
52.331172
no
yes
2.596364
3
Sometimes
no
2
no
0.281734
1.488372
Sometimes
Public_Transportation
Insufficient_Weight
Male
17.486869
1.836669
58.943347
yes
yes
2.767731
3.821168
Sometimes
no
2
no
2
0.556245
no
Automobile
Insufficient_Weight
Male
19.920629
1.768493
57.790381
yes
yes
2
3.897078
Sometimes
no
2.622638
no
2
1.894105
no
Automobile
Insufficient_Weight
Male
18.426619
1.777108
57.145917
yes
yes
2
3.092116
Sometimes
no
2.426465
no
2
1.839862
no
Automobile
Insufficient_Weight
Female
17.082867
1.640824
43.365005
no
yes
2.815157
3
Sometimes
no
2.911187
no
2.595128
1.380204
Sometimes
Public_Transportation
Insufficient_Weight
Female
17.000433
1.584951
44.411801
no
yes
2.737762
3
Sometimes
no
2.310921
no
2.240714
1.59257
Sometimes
Public_Transportation
Insufficient_Weight
Female
16.270434
1.818268
47.124717
no
yes
3
3.286431
Sometimes
no
2.148146
no
2.458237
1.273333
Sometimes
Public_Transportation
Insufficient_Weight
Male
17.908114
1.793926
59.682591
yes
yes
2.568063
4
Sometimes
no
2
no
2
0.220029
no
Automobile
Insufficient_Weight
Male
17.120699
1.809251
58.968994
yes
yes
2.524428
4
Sometimes
no
2
no
2
0.03838
no
Automobile
Insufficient_Weight
Male
19.329542
1.767335
55.700497
yes
yes
2
4
Sometimes
no
2.157395
no
2
1.679149
no
Automobile
Insufficient_Weight
Female
22.377998
1.699568
54.98774
yes
yes
3
3
Frequently
no
2
no
0.139808
0.875464
no
Public_Transportation
Insufficient_Weight
Female
20.954955
1.759358
55.01045
yes
yes
2.971574
3.592415
Frequently
no
2.894678
no
2
1.009632
no
Public_Transportation
Insufficient_Weight
Female
22.991668
1.740295
54.166453
yes
yes
3
3
Frequently
no
2.025279
no
2
0.152985
no
Public_Transportation
Insufficient_Weight
Female
19.300435
1.739354
49.649613
no
yes
3
3.754599
Sometimes
no
1.692112
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
17.065445
1.647811
49.603807
no
yes
3
3.566082
Sometimes
no
1.438398
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.084967
1.768435
49.597765
no
yes
3
3.725797
Sometimes
no
1.191401
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.024853
1.7
50
no
yes
1.0816
3.520555
Frequently
no
1.016968
no
0.651412
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.833682
1.699464
49.676046
no
yes
1.270448
3.731212
Frequently
no
1.876915
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
17.767432
1.74379
50
no
yes
1.344854
4
Frequently
no
1
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.504696
1.590317
42.367615
no
no
2.959658
3
Frequently
no
1
no
1.522399
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.950605
1.527133
42
no
no
2.725282
1.259803
Frequently
no
1
no
1.37467
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19
1.530875
42
no
no
2.844607
1.273128
Frequently
no
1.69551
no
0.260079
0.635867
Sometimes
Public_Transportation
Insufficient_Weight
Male
17
1.848294
59.409018
yes
yes
2.44004
3
Sometimes
no
2
no
2.784471
1
no
Automobile
Insufficient_Weight
Male
17
1.824414
59.295172
yes
yes
2.432302
3
Sometimes
no
2
no
2.349495
1
no
Automobile
Insufficient_Weight
Male
18.525525
1.856633
59.258372
yes
yes
2.592247
3.304123
Sometimes
no
2.036764
no
2.038653
1.119877
no
Automobile
Insufficient_Weight
Female
22.926352
1.715597
50
yes
yes
2.449267
3.647154
Frequently
no
1.266018
no
0.866045
0.097234
no
Public_Transportation
Insufficient_Weight
Female
21.785351
1.675054
49.945233
yes
yes
2.929889
3
Frequently
no
2.792074
no
0.630944
1.366355
no
Public_Transportation
Insufficient_Weight
Female
23
1.717601
51.073918
yes
yes
2
3
Frequently
no
1.426874
no
2.20208
2
no
Public_Transportation
Insufficient_Weight
Female
17.402028
1.710756
50
no
yes
2.015258
3.300666
Sometimes
no
1.315608
no
0.069802
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18
1.7
50
no
yes
1.031149
3
Sometimes
no
1.963628
no
0.028202
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.48207
1.7
50
no
yes
1.592183
3.535016
Sometimes
no
1.086391
no
0.618913
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.53084
1.573816
39.850137
no
yes
1.21498
1.717608
Sometimes
no
1.179942
no
0.684739
2
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.94814
1.530884
39.371523
no
yes
1.522001
3
Sometimes
no
1.98126
no
2.306844
0.720454
Sometimes
Public_Transportation
Insufficient_Weight
Female
20.400053
1.529724
40.343463
no
yes
2.703436
2.884479
Sometimes
no
1.439962
no
0.144627
0.322307
Sometimes
Public_Transportation
Insufficient_Weight
Male
19.556729
1.767563
56.307019
yes
yes
2.362918
4
Sometimes
no
2.358172
no
2
0.939819
no
Automobile
Insufficient_Weight
Male
17.70368
1.883364
60
yes
yes
3
3.626815
Sometimes
no
2
no
2.011519
0.456462
no
Automobile
Insufficient_Weight
Male
18.274358
1.824655
58.621349
yes
yes
2.14084
4
Sometimes
no
2.931438
no
2
1.164457
no
Automobile
Insufficient_Weight
Male
18
1.840138
60
yes
yes
3
4
Sometimes
no
2
no
2
0
no
Automobile
Insufficient_Weight
Male
17.210933
1.819557
58.325122
yes
yes
2.5596
4
Sometimes
no
2
no
2
0.331483
no
Automobile
Insufficient_Weight
Male
17.469417
1.798645
59.612717
yes
yes
2.336044
4
Sometimes
no
2
no
2
0.133005
no
Automobile
Insufficient_Weight
Male
18
1.7108
50.92538
yes
yes
2
3
Sometimes
no
2
no
0
1.593704
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.70653
51.121749
yes
yes
2
3
Sometimes
no
2
no
0
1.329237
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.716691
51.149283
yes
yes
1.813234
3
Sometimes
no
1.274815
no
0.520407
1.673584
Sometimes
Public_Transportation
Insufficient_Weight