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
Male
17.758315
1.854162
59.881316
yes
yes
2.966126
3.96981
Sometimes
no
2
no
2.000088
0.378619
no
Automobile
Insufficient_Weight
Male
17.282945
1.821514
59.605028
yes
yes
2.613249
3.712183
Sometimes
no
2
no
2.002997
0.174848
no
Automobile
Insufficient_Weight
Male
19.993154
1.762073
55.511075
yes
yes
2
4
Sometimes
no
2.542415
no
2
1.807465
no
Automobile
Insufficient_Weight
Female
22.935612
1.732307
54.835576
yes
yes
3
3
Frequently
no
2.00357
no
1.25955
0.417116
no
Public_Transportation
Insufficient_Weight
Male
20.738469
1.759933
55.003417
yes
yes
2.627031
3.832911
Sometimes
no
2.993448
no
2
1.425903
no
Public_Transportation
Insufficient_Weight
Female
22.99368
1.741377
54.877111
yes
yes
3
3
Frequently
no
2.009796
no
2
0.071317
no
Public_Transportation
Insufficient_Weight
Female
19.317148
1.731195
49.650897
no
yes
2.919751
3.576103
Sometimes
no
1.949308
no
1.940182
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
16.910997
1.74823
49.928447
no
yes
2.494451
3.56544
Sometimes
no
1.491268
no
1.951027
0.956204
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.071027
1.756865
49.699672
no
yes
1.69427
3.266644
Sometimes
no
1.095417
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.019572
1.701378
50.088468
no
yes
1.601236
3.433908
Sometimes
no
1.055019
no
0.819269
1.030848
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.735968
1.699956
49.98297
no
yes
1.204855
3.531038
Sometimes
no
1.134658
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.094079
1.723328
50
no
yes
1.052699
3.998618
Frequently
no
1
no
2
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.054938
1.585886
42.541794
no
no
2.910345
3
Frequently
no
1
yes
1.461005
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
20.850119
1.524926
42
no
yes
2.866383
1.226342
Frequently
no
1
no
0.14495
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.349258
1.52337
42
no
yes
2.913486
1.060796
Frequently
no
1.596212
no
0.108948
0.773087
Sometimes
Public_Transportation
Insufficient_Weight
Male
17
1.844749
59.313525
yes
yes
2.432886
3
Sometimes
no
2
no
2.697949
1
no
Automobile
Insufficient_Weight
Male
17.203917
1.853325
59.619485
yes
yes
2.883745
3.595761
Sometimes
no
2
no
2.077653
0.714701
no
Automobile
Insufficient_Weight
Male
17.671064
1.854706
59.20945
yes
yes
2.707666
3.737914
Sometimes
no
2.026547
no
2.009397
0.613971
no
Automobile
Insufficient_Weight
Female
21.310907
1.72064
50
yes
yes
2.919584
3.697831
Frequently
no
1.147121
no
0.993058
0.08922
no
Public_Transportation
Insufficient_Weight
Female
21.708354
1.704167
50.165754
yes
yes
2.969205
3.21043
Frequently
no
2.765876
no
0.611037
1.300692
no
Public_Transportation
Insufficient_Weight
Female
22.176922
1.71746
51.491957
yes
yes
2.486189
3
Frequently
no
1.064378
no
2.206055
1.958089
no
Public_Transportation
Insufficient_Weight
Female
17.823438
1.708406
50
no
yes
1.642241
3.45259
Sometimes
no
1.099231
no
0.418875
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18
1.763465
50.279053
no
yes
1.567101
3
Sometimes
no
1.994139
no
0.107981
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.281092
1.7
50
no
yes
1.036414
3.205587
Sometimes
no
1.745959
no
0.115974
1
Sometimes
Public_Transportation
Insufficient_Weight
Female
18.656912
1.574017
41.220175
no
yes
1.649974
1.513835
Sometimes
no
1.549974
no
0.227802
1.972926
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.994543
1.537739
39.101805
no
yes
1.118436
3
Sometimes
no
1.997744
no
2.432443
1.626194
Sometimes
Public_Transportation
Insufficient_Weight
Female
20.255616
1.534223
41.268597
no
yes
2.673638
2.779379
Frequently
no
1.249074
no
0.043412
0.403694
Sometimes
Public_Transportation
Insufficient_Weight
Male
19.865895
1.76033
55.3707
yes
yes
2.120185
4
Sometimes
no
2.582165
no
2
1.510609
no
Automobile
Insufficient_Weight
Male
17.888073
1.841879
60
yes
yes
3
3.732126
Sometimes
no
2
no
2.000934
0.384662
no
Automobile
Insufficient_Weight
Male
18.470562
1.856406
58.673963
yes
yes
2.34222
3.937099
Sometimes
no
2.311791
no
2.013377
1.128355
no
Automobile
Insufficient_Weight
Male
17.925497
1.829142
59.933015
yes
yes
2.86099
4
Sometimes
no
2
no
2
0.007872
no
Automobile
Insufficient_Weight
Male
17.000752
1.822084
58.443049
yes
yes
2.559571
3.047959
Sometimes
no
2
no
2.011646
0.588994
no
Automobile
Insufficient_Weight
Male
17.362129
1.80671
59.243506
yes
yes
2.424977
4
Sometimes
no
2
no
2
0.03921
no
Automobile
Insufficient_Weight
Male
18
1.707259
50.664459
yes
yes
1.786841
3
Sometimes
no
1.546856
no
0.512094
1.608265
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.708107
51.314659
yes
yes
1.303878
3
Sometimes
no
1.755497
no
0.062932
1.672532
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.739344
50.951444
yes
yes
1.889883
3
Sometimes
no
1.959531
no
0.520407
1.151166
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.029494
1.573987
44.316254
no
no
2.984004
3
Frequently
no
1.015249
yes
1.327833
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.269079
1.58092
44.753943
no
no
3
2.975362
Frequently
no
1.246822
yes
0.979701
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.946244
1.603435
45
no
no
3
3
Frequently
no
2.487919
yes
1.230441
0
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.639431
1.53535
42
no
yes
3
1
Frequently
no
1.49681
no
0
0.513427
Sometimes
Public_Transportation
Insufficient_Weight
Female
19
1.53161
42
no
yes
2.749268
1.394539
Frequently
no
1.322048
no
0.463949
0.800993
Sometimes
Public_Transportation
Insufficient_Weight
Female
19.434709
1.525691
42
no
yes
3
1
Frequently
no
1.764055
no
0
0.560887
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.719827
52.289828
yes
yes
1.202075
3
Sometimes
no
1.927976
no
0.023574
1.747256
Sometimes
Public_Transportation
Insufficient_Weight
Male
18.381382
1.722547
53.783977
yes
yes
2
3.131032
Sometimes
no
2.072194
no
1.487987
2
Sometimes
Public_Transportation
Insufficient_Weight
Male
18
1.738702
50.248677
yes
yes
1.871213
3
Sometimes
no
1.283738
no
0.684879
1.487223
Sometimes
Public_Transportation
Insufficient_Weight
Male
26.69858
1.816298
86.963765
no
yes
2.341133
1.578521
Sometimes
no
2
no
2
0.554072
no
Automobile
Overweight_Level_I
Male
21.125836
1.638085
70
no
yes
2
1
no
no
2.115967
no
0.770536
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
25.191627
1.813678
85.637789
no
yes
1.450218
3.985442
Sometimes
no
2.147746
no
0.046836
1
no
Automobile
Overweight_Level_I
Male
21.963457
1.697228
75.5771
yes
yes
2.204914
3.623364
Sometimes
no
1.815293
no
0.989316
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.617469
68.869791
no
yes
1.206276
3
no
no
2.406541
no
0.94984
0.479221
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.114981
1.855543
88.965521
yes
yes
2
3
Sometimes
no
1.015677
no
0
0.37465
Sometimes
Public_Transportation
Overweight_Level_I
Female
41.823567
1.721854
82.919584
no
yes
2.81646
3.36313
Sometimes
no
2.722063
no
3
0.26579
Sometimes
Automobile
Overweight_Level_I
Male
21.142432
1.855353
86.413388
yes
yes
2
3
Sometimes
no
1.345298
no
1.097905
1
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.962426
1.696336
75
yes
yes
2
3
Sometimes
no
1.825629
no
0.699592
0.142056
Sometimes
Public_Transportation
Overweight_Level_I
Female
18.836315
1.751631
80
yes
yes
2
1.73762
Sometimes
no
2.207978
no
2.641072
0.707044
Frequently
Public_Transportation
Overweight_Level_I
Male
23.572648
1.698346
75
yes
yes
2
3
Sometimes
no
2
no
0.345684
1.415536
Sometimes
Public_Transportation
Overweight_Level_I
Female
33.700749
1.642971
74.803157
yes
no
3
1.146052
Sometimes
no
1.074048
no
0.679935
0
Sometimes
Automobile
Overweight_Level_I
Female
21.845025
1.613668
68.126955
yes
yes
1.758394
3.981997
Sometimes
no
2.174248
no
0.920476
1.358163
Sometimes
Public_Transportation
Overweight_Level_I
Male
21
1.605404
68.226511
no
yes
2
1.9154
no
no
3
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
35.125401
1.529834
62.903938
no
yes
2
2.105616
Sometimes
no
1.456581
no
0
0.9974
Sometimes
Automobile
Overweight_Level_I
Female
36.769646
1.55
62.337721
yes
yes
2.392665
3
Sometimes
no
2.951056
no
0
0.369134
Sometimes
Automobile
Overweight_Level_I
Female
21.868932
1.731261
78.175706
yes
yes
2.577427
1
Sometimes
no
2
no
2.287423
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
22.549208
1.629194
70
no
yes
2
1
no
no
2.803311
no
0.245354
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
30.958957
1.633491
68.803694
yes
yes
2.052152
3
Sometimes
no
1.972074
no
0.228307
0
Sometimes
Automobile
Overweight_Level_I
Male
21.017383
1.752391
79.109637
yes
yes
3
1
Sometimes
no
2
no
2.57223
0
Sometimes
Automobile
Overweight_Level_I
Male
19.623574
1.818226
85.833029
yes
yes
2.954996
3.714833
Sometimes
no
2.430918
no
2.545931
0.469735
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.637947
1.809101
85
yes
yes
3
3
Sometimes
no
2.229171
no
1.607953
0.628059
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.413642
1.709484
75
yes
yes
2
3
Sometimes
no
2.843777
no
2.022315
0.009254
Sometimes
Public_Transportation
Overweight_Level_I
Male
21.029633
1.607082
67.722222
yes
yes
2
3.691226
no
no
3
no
1.228136
0.3352
Sometimes
Public_Transportation
Overweight_Level_I
Female
22.667596
1.718939
75.951472
yes
yes
2
3
Frequently
no
2
no
0
2
Sometimes
Public_Transportation
Overweight_Level_I
Male
20
1.831357
89.652557
yes
yes
2.555401
3.292386
Sometimes
no
3
no
2
0.315918
Sometimes
Public_Transportation
Overweight_Level_I
Female
21.81119
1.6
66.401407
yes
yes
2.108711
3
Sometimes
no
2.746197
no
1.910432
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
21
1.754813
77.929204
yes
yes
2.915279
1.104642
Sometimes
no
1.530046
no
1.360635
0
Sometimes
Public_Transportation
Overweight_Level_I
Male
18.128206
1.778447
80.273807
yes
yes
1.570089
3
Sometimes
no
2
no
2.707882
0
no
Public_Transportation
Overweight_Level_I
Male
21
1.709561
75
yes
yes
2
3
Sometimes
no
1.636326
no
1
0
Sometimes
Public_Transportation
Overweight_Level_I
Female
29.08107
1.674568
71.602622
yes
yes
2
3
Sometimes
no
1.701835
no
1.682271
0
Sometimes
Automobile
Overweight_Level_I
Male
26.358919
1.755317
82.228794
yes
yes
1.94313
3.559841
Sometimes
no
2.367996
no
0.23553
0.879977
Sometimes
Public_Transportation
Overweight_Level_I
Male
22.717249
1.708071
75
yes
yes
2.714447
3
Sometimes
no
3
no
1.096818
1.89388
Sometimes
Public_Transportation
Overweight_Level_I
Male
19.816949
1.806947
85.079589
yes
yes
2
3
Sometimes
no
2.292073
no
1.067817
0.19668
Sometimes
Public_Transportation
Overweight_Level_I
Female
24.023972
1.599697
64.808022
no
yes
2.903545
3
Sometimes
no
1.549931
no
0
0.273882
Sometimes
Public_Transportation
Overweight_Level_I
Female
32.593129
1.721903
72.748903
yes
yes
2
3
Sometimes
no
1
no
0
1.339232
Sometimes
Automobile
Overweight_Level_I
Male
23
1.712556
75.480764
yes
yes
3
3.654061
Sometimes
no
1.229915
no
0.793489
1.597608
Sometimes
Public_Transportation
Overweight_Level_I
Female
16.941489
1.551288
54.93242
no
yes
1.75375
1.296156
Sometimes
no
2
yes
0.110174
1.944675
Sometimes
Public_Transportation
Overweight_Level_I
Female
16.172992
1.603842
65
yes
yes
2.543563
1
Sometimes
no
2
yes
0.694281
1.056911
Sometimes
Public_Transportation
Overweight_Level_I
Female
23.71259
1.588597
62.339003
no
yes
2.39728
2.656588
Sometimes
no
2.061062
no
1.912981
1.887386
Sometimes
Public_Transportation
Overweight_Level_I
Female
35.194089
1.673482
73.193589
yes
no
3
2.809716
Sometimes
no
1.591425
no
0.178023
0
Sometimes
Automobile
Overweight_Level_I
Male
23.172982
1.858624
88.675503
yes
yes
2
2.77684
Sometimes
no
1.278231
no
0.55713
1
Sometimes
Automobile
Overweight_Level_I
Female
37.218161
1.593894
63.320629
yes
yes
2.37464
3
Sometimes
no
2
no
2.892922
0.480813
Sometimes
Automobile
Overweight_Level_I
Male
19.076443
1.62
69.529625
no
yes
2.278644
1
Sometimes
no
2.628985
no
1
1.285373
Sometimes
Public_Transportation
Overweight_Level_I
Female
16.30687
1.616366
67.183128
yes
yes
1.620845
1
Sometimes
no
2
yes
0.926592
1.657098
no
Public_Transportation
Overweight_Level_I
Female
18.297229
1.637396
70
yes
yes
2
1.999014
Sometimes
no
2.326165
no
0.00705
0
no
Public_Transportation
Overweight_Level_I
Female
18.610761
1.550723
60.628321
no
yes
2.823179
2.644692
Sometimes
no
1.226764
yes
0.747528
0.008899
Sometimes
Public_Transportation
Overweight_Level_I
Female
17.451085
1.6
65
yes
yes
3
2.449723
Sometimes
no
2
yes
0.479592
1.720642
Sometimes
Public_Transportation
Overweight_Level_I
Male
29.740496
1.820471
87.668828
no
yes
3
3
Sometimes
no
1.174611
no
2
0
no
Automobile
Overweight_Level_I
Female
31.539393
1.657496
73.641633
yes
yes
2
3
Sometimes
no
1
no
0
1.112489
Sometimes
Automobile
Overweight_Level_I
Male
18.026457
1.752123
80
yes
yes
2
2.794156
Sometimes
no
2.377362
no
0.101236
0.105895
no
Public_Transportation
Overweight_Level_I
Male
19.47554
1.857231
88.138777
yes
yes
2.061952
4
Sometimes
no
2.426465
no
2
0.160138
Sometimes
Public_Transportation
Overweight_Level_I
Female
19
1.76
79.544998
yes
yes
2
1.146794
Sometimes
no
3
no
1.809745
1.690102
Frequently
Public_Transportation
Overweight_Level_I