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
22.591026
1.650012
87.676154
yes
yes
2.983851
1.068443
Sometimes
no
2.854161
no
1.103209
1
no
Public_Transportation
Obesity_Type_I
Female
16.129279
1.65
85.583485
yes
yes
2.954996
3
Sometimes
no
1
no
2.091862
1.06053
no
Public_Transportation
Obesity_Type_I
Female
16.913841
1.634832
85.803809
yes
yes
2.061969
3
Sometimes
no
1.229171
no
2.392047
1.256119
no
Public_Transportation
Obesity_Type_I
Male
29.43879
1.770126
108.602715
yes
yes
3
3
Sometimes
no
1.163264
no
1.866023
1.604608
Sometimes
Automobile
Obesity_Type_I
Male
29.881301
1.758189
108.721893
yes
yes
3
3
Sometimes
no
1.271178
no
1.944728
0
Sometimes
Automobile
Obesity_Type_I
Female
43.591999
1.595165
77.354744
yes
yes
2
3
Sometimes
no
2.117346
no
0
0
no
Automobile
Obesity_Type_I
Female
40.993179
1.567756
79.493626
yes
yes
2
3
Sometimes
no
2.952506
no
0
0
no
Automobile
Obesity_Type_I
Male
22.936098
1.702825
93.638318
yes
yes
2
3
Sometimes
no
1.746197
no
0.455216
0.335158
no
Public_Transportation
Obesity_Type_I
Male
23
1.735659
93.429205
yes
yes
2
3
Sometimes
no
1.249307
no
0.973465
1
no
Public_Transportation
Obesity_Type_I
Female
37.597953
1.62901
80
yes
yes
2.450784
2.952821
Sometimes
no
1.335192
no
0.180276
0
Sometimes
Automobile
Obesity_Type_I
Female
37.532066
1.615385
80
yes
yes
2.972426
3
Sometimes
no
1.636326
no
0
0
Sometimes
Automobile
Obesity_Type_I
Male
31.630054
1.671705
90
yes
yes
2.467002
1.851088
Sometimes
no
2.104054
no
1.991565
0
Sometimes
Automobile
Obesity_Type_I
Male
31.641081
1.676595
89.993812
yes
yes
2.934671
2.119682
Sometimes
no
2.041462
no
0.578074
0
Sometimes
Automobile
Obesity_Type_I
Male
21.872484
1.699998
95.564428
yes
yes
2
2.970675
Sometimes
no
2
no
0
0.169294
no
Public_Transportation
Obesity_Type_I
Male
21.834894
1.722785
94.094184
yes
yes
2
2.966803
Sometimes
no
2
no
0
1.281541
no
Public_Transportation
Obesity_Type_I
Male
36.023972
1.670667
90.575934
yes
yes
2.903545
1.508685
Sometimes
no
2.450069
no
1.45473
0
Sometimes
Automobile
Obesity_Type_I
Male
39.656559
1.789992
98.021766
yes
yes
2.043359
2.209314
Sometimes
no
2.785804
no
1.259613
0.669616
Sometimes
Automobile
Obesity_Type_I
Male
24.184891
1.768834
97.449743
yes
yes
2
3
Sometimes
no
2.973729
no
2.491642
1.36595
no
Public_Transportation
Obesity_Type_I
Male
23.237302
1.761008
97.829344
yes
yes
2
3
Sometimes
no
2.988771
no
2.429923
1.978043
no
Public_Transportation
Obesity_Type_I
Male
35.322112
1.78
102.265955
yes
yes
2.787589
1.114564
Sometimes
no
3
no
2.710338
0.572185
Sometimes
Automobile
Obesity_Type_I
Male
31.387982
1.810215
105.254354
yes
yes
2.39728
2.036794
Sometimes
no
2.659419
no
1.062011
1.771135
Sometimes
Automobile
Obesity_Type_I
Female
23
1.608469
82.954796
yes
yes
2.150054
2.988539
Sometimes
no
2.768325
no
2.08515
0
no
Public_Transportation
Obesity_Type_I
Female
23
1.630357
83.1011
yes
yes
2.977585
1.630506
Sometimes
no
2.839319
no
1.091474
0.889517
no
Public_Transportation
Obesity_Type_I
Female
22.679454
1.62826
82.967937
yes
yes
2.274491
1
Sometimes
no
2.2695
no
0.946461
1.73107
Sometimes
Public_Transportation
Obesity_Type_I
Female
22.480889
1.605662
82.470375
yes
yes
1.557287
1
Sometimes
no
2.371015
no
0.288032
2
Sometimes
Public_Transportation
Obesity_Type_I
Female
41.403862
1.567973
81.056851
yes
yes
2.152264
2.977999
Sometimes
no
1.513199
no
0
0
Sometimes
Automobile
Obesity_Type_I
Female
40.702771
1.548403
80
yes
yes
2
3
Sometimes
no
1.326165
no
0
0
Sometimes
Automobile
Obesity_Type_I
Male
29.389239
1.681855
90
yes
yes
2.08841
2.644692
Sometimes
no
2.773236
no
1.252472
0
Sometimes
Automobile
Obesity_Type_I
Male
30.967417
1.688436
90
yes
yes
2.180047
2.733077
Sometimes
no
2.77962
no
1.454129
0
Sometimes
Automobile
Obesity_Type_I
Female
23.474165
1.577115
78
yes
yes
2
1
Sometimes
no
2
no
0.876101
0
no
Public_Transportation
Obesity_Type_I
Female
24.317607
1.586751
79.109029
yes
yes
2
1
Sometimes
no
2
no
0.852446
0
no
Public_Transportation
Obesity_Type_I
Male
17.052914
1.710616
99.860254
yes
yes
2
3
Sometimes
no
2
no
0.067491
0.894105
no
Public_Transportation
Obesity_Type_I
Male
18.04892
1.721384
99.430612
yes
yes
2
3
Sometimes
no
2
no
1.579431
0.839862
no
Public_Transportation
Obesity_Type_I
Female
22.875223
1.624367
82
yes
yes
1.826885
1
Sometimes
no
2
no
0
0.459274
no
Public_Transportation
Obesity_Type_I
Female
22.884722
1.622787
82
yes
yes
1.754401
1
Sometimes
no
2
no
0
0.301909
no
Public_Transportation
Obesity_Type_I
Male
18.729566
1.855433
112.875283
yes
yes
2
2.427137
Sometimes
no
2.574073
no
1
2
Sometimes
Public_Transportation
Obesity_Type_I
Male
21.011124
1.856315
118.183797
yes
yes
2
3
Sometimes
no
3
no
0.788585
1.220029
Sometimes
Public_Transportation
Obesity_Type_I
Female
18.603496
1.681719
90.671871
yes
yes
1.524428
3
Sometimes
no
1.383831
no
0.130417
1
Sometimes
Public_Transportation
Obesity_Type_I
Female
21.106056
1.722884
92.949254
yes
yes
1.164062
3
Sometimes
no
1.157395
no
0
0.320851
Sometimes
Public_Transportation
Obesity_Type_I
Male
23
1.799406
106.528811
yes
yes
2.123159
3
Sometimes
no
2.415343
no
0.295178
0.569852
Sometimes
Public_Transportation
Obesity_Type_I
Male
21.980847
1.819875
106.048516
yes
yes
2
3
Sometimes
no
2.745242
no
0
0.80898
Sometimes
Public_Transportation
Obesity_Type_I
Male
21.016665
1.790172
105.042194
yes
yes
2.259679
3
Sometimes
no
1.026143
no
0.268801
0.077818
Sometimes
Public_Transportation
Obesity_Type_I
Male
21.72738
1.783782
105.000276
yes
yes
2.044326
3
Sometimes
no
2.35818
no
0.349371
0
Sometimes
Public_Transportation
Obesity_Type_I
Male
18
1.783906
109.207614
yes
yes
2
1.867836
Sometimes
no
2.438398
no
1
0.802305
no
Public_Transportation
Obesity_Type_I
Male
18
1.844218
109.195529
yes
yes
2
1.548407
Sometimes
no
2.191401
no
1
1.676944
no
Public_Transportation
Obesity_Type_I
Female
19.431662
1.631662
82
yes
yes
2.843456
2.937989
Sometimes
no
1.001995
no
0
1.554404
no
Public_Transportation
Obesity_Type_I
Female
18.166318
1.649553
82.323954
yes
yes
2.864776
3
Sometimes
no
1.876915
no
0.631565
0.186414
no
Public_Transportation
Obesity_Type_I
Male
22.352025
1.754711
105.000706
yes
yes
2.871137
3
Sometimes
no
2.627569
no
1
0
Sometimes
Public_Transportation
Obesity_Type_I
Male
22.469351
1.762515
105.000097
yes
yes
2.282803
3
Sometimes
no
2.104264
no
1
0
Sometimes
Public_Transportation
Obesity_Type_I
Male
19.524698
1.942725
121.657979
yes
yes
2
3
Sometimes
no
3
no
1
1.014808
Sometimes
Public_Transportation
Obesity_Type_I
Male
20.491475
1.975663
120.702935
yes
yes
2
3
Sometimes
no
3
no
0.767013
1
Sometimes
Public_Transportation
Obesity_Type_I
Female
39.213399
1.586301
80
yes
yes
2.020502
1.237454
Sometimes
no
1.93142
no
1.967973
0
Sometimes
Automobile
Obesity_Type_I
Female
38.098745
1.598448
80
yes
yes
2.020785
1.169173
Sometimes
no
1.972551
no
1.903338
0
Sometimes
Automobile
Obesity_Type_I
Male
19.034033
1.703098
98.296651
yes
yes
2
2.391753
Sometimes
no
2
no
0
1.119877
no
Public_Transportation
Obesity_Type_I
Male
17.073648
1.706996
99.544696
yes
yes
2
3
Sometimes
no
2
no
1.73209
0.048617
no
Public_Transportation
Obesity_Type_I
Female
38.547267
1.526472
75.150345
yes
yes
2
3
Sometimes
no
1.084442
no
0
0
Sometimes
Automobile
Obesity_Type_I
Female
38.683794
1.501993
76.642944
yes
yes
2
3
Sometimes
no
1
no
0
0
Sometimes
Automobile
Obesity_Type_I
Male
18
1.784402
108.413119
yes
yes
2
2.475444
Sometimes
no
2.655795
no
1
0.169879
no
Public_Transportation
Obesity_Type_I
Male
18
1.792687
108.204547
yes
yes
2
2.478794
Sometimes
no
2.967064
no
1
0.4346
no
Public_Transportation
Obesity_Type_I
Male
29.622804
1.814052
109.411622
yes
yes
2.407817
2.070033
Sometimes
no
1.796257
no
1.234483
0.178708
Sometimes
Automobile
Obesity_Type_I
Male
30.79626
1.789421
109.599453
yes
yes
2.21498
2.282392
Sometimes
no
1.179942
no
1.771754
0.537659
Sometimes
Automobile
Obesity_Type_I
Female
18
1.686904
90.004046
yes
yes
2.737149
3
Sometimes
no
1.997195
no
1.352663
0.468483
Sometimes
Public_Transportation
Obesity_Type_I
Female
18.107092
1.703259
91.499683
yes
yes
1.899793
3
Sometimes
no
1.439962
no
0.9529
0.838847
Sometimes
Public_Transportation
Obesity_Type_I
Male
31.335093
1.665798
89.738596
yes
yes
2.274164
1.049534
Sometimes
no
1.358172
no
1.482411
0
Sometimes
Automobile
Obesity_Type_I
Male
29
1.66671
89.048151
yes
yes
1.897796
3
Sometimes
no
1.193039
no
0.011519
0
Sometimes
Automobile
Obesity_Type_I
Female
18.011903
1.65
84.210535
yes
yes
2.85916
3
Sometimes
no
1
no
1.020525
0.786066
no
Public_Transportation
Obesity_Type_I
Female
18
1.649439
84.897738
yes
yes
2
3
Sometimes
no
1.039313
no
1
0
no
Public_Transportation
Obesity_Type_I
Male
21.077356
1.702002
97.971598
yes
yes
2
1.66338
Sometimes
no
2
no
0
1.865851
no
Public_Transportation
Obesity_Type_I
Male
21.052016
1.69382
99.530971
yes
yes
2
1.672751
Sometimes
no
2
no
0
1.946173
no
Public_Transportation
Obesity_Type_I
Female
18.078256
1.622999
82.403076
yes
yes
2.340405
3
Sometimes
no
1.655245
no
1.006884
0.548539
no
Public_Transportation
Obesity_Type_I
Female
18.063582
1.633675
82.459577
yes
yes
2.921576
3
Sometimes
no
1.003636
no
1.000227
0.905596
no
Public_Transportation
Obesity_Type_I
Male
20.418832
1.836669
105.257543
yes
yes
2
3
Sometimes
no
2.793505
no
2.21939
0.202902
no
Public_Transportation
Obesity_Type_I
Male
20.580984
1.798354
103.705418
yes
yes
2
3
Sometimes
no
2.401315
no
2.891986
0
no
Public_Transportation
Obesity_Type_I
Male
26.032416
1.824432
105.131956
yes
yes
3
3
Sometimes
no
2.110611
no
1.890907
1.58483
Sometimes
Public_Transportation
Obesity_Type_I
Male
25.955361
1.830384
105.479313
yes
yes
3
3
Sometimes
no
2.480277
no
1.796779
1.596562
Sometimes
Public_Transportation
Obesity_Type_I
Male
26.015448
1.829907
105.436173
yes
yes
3
3
Sometimes
no
2.224914
no
1.781589
1.59405
Sometimes
Public_Transportation
Obesity_Type_I
Male
25.920738
1.823755
105.800158
yes
yes
2.92711
3
Sometimes
no
2.151496
no
1.166064
1.509831
Sometimes
Public_Transportation
Obesity_Type_I
Male
29.633715
1.834842
105.19936
yes
yes
2.805533
3
Sometimes
no
1.882847
no
2
0.70778
Sometimes
Automobile
Obesity_Type_I
Male
32.895637
1.783901
103.771371
yes
yes
2.902469
1.734762
Sometimes
no
2.600238
no
2.113992
0.584755
Sometimes
Automobile
Obesity_Type_I
Male
38.748307
1.782067
103.586342
yes
yes
2.845961
1.92822
Sometimes
no
2.642273
no
2.999918
1
Frequently
Automobile
Obesity_Type_I
Male
39.685846
1.781032
96.303855
yes
yes
2.252698
2.475228
Sometimes
no
2.923856
no
2.165429
0.616045
Frequently
Automobile
Obesity_Type_I
Female
33.226808
1.557943
77.647716
yes
yes
2.02091
2.093831
Sometimes
no
1.506518
no
0
0
Sometimes
Automobile
Obesity_Type_I
Female
26.220065
1.560258
78.435904
yes
yes
2.108163
1.231915
Sometimes
no
1.808127
no
0
0
Sometimes
Automobile
Obesity_Type_I
Female
23.090215
1.596586
80.726195
yes
yes
1.518966
1
Sometimes
no
2
no
0
1.094046
no
Public_Transportation
Obesity_Type_I
Female
24.565628
1.62093
81.718232
yes
yes
2.260543
1.374791
Sometimes
no
1.947935
no
0
0.078607
no
Public_Transportation
Obesity_Type_I
Female
42.586285
1.571417
81.918809
yes
yes
2.522183
1.326982
Sometimes
no
1.872673
no
1.048507
0
no
Automobile
Obesity_Type_I
Female
43.719395
1.584322
80.986496
yes
yes
2.186322
2.900915
Sometimes
no
2.471033
no
0.256113
0
no
Automobile
Obesity_Type_I
Female
43.37634
1.582523
81.919454
yes
yes
2.76632
1.317884
Sometimes
no
1.889341
no
0.990642
0
no
Automobile
Obesity_Type_I
Female
39.648946
1.572791
80.086524
yes
yes
2.071622
2.977909
Sometimes
no
1.468297
no
0
0
no
Automobile
Obesity_Type_I
Female
22.693989
1.627908
82
yes
yes
1.918251
1.355752
Sometimes
no
1.998108
no
0
1.382906
Sometimes
Public_Transportation
Obesity_Type_I
Female
22.676243
1.620938
82.283185
yes
yes
1.967061
1
Sometimes
no
2.548651
no
0.249264
1.516731
Sometimes
Public_Transportation
Obesity_Type_I
Female
22.804818
1.613119
82.636162
yes
yes
2.964419
1
Sometimes
no
2.977516
no
0.742113
2
Sometimes
Public_Transportation
Obesity_Type_I
Female
22.857123
1.62686
82.410189
yes
yes
2.640801
1.015488
Sometimes
no
2.022355
no
0.244749
0.289218
Sometimes
Public_Transportation
Obesity_Type_I
Male
23.096353
1.728183
97.959899
yes
yes
2
2.986172
Sometimes
no
2.364208
no
2.492402
1.632506
no
Public_Transportation
Obesity_Type_I
Male
22.815416
1.732694
98.44113
yes
yes
2
2.993623
Sometimes
no
2.326635
no
2.236586
1.529423
no
Public_Transportation
Obesity_Type_I
Female
21.02064
1.65
88.129437
yes
yes
2.870152
1.001383
Sometimes
no
3
no
1.322558
1
no
Public_Transportation
Obesity_Type_I
Female
21.001458
1.65
88.026943
yes
yes
2.482575
1.001542
Sometimes
no
3
no
1.751656
1
no
Public_Transportation
Obesity_Type_I
Female
22.87795
1.66913
86.002736
yes
yes
2.290095
2.590283
Sometimes
no
2.506296
no
0.312254
1
no
Public_Transportation
Obesity_Type_I
Female
22.847618
1.669136
85.568385
yes
yes
2.074843
1.773916
Sometimes
no
2.428271
no
0.035091
1
no
Public_Transportation
Obesity_Type_I
Female
23
1.611058
84.191125
yes
yes
2.14128
2.989112
Sometimes
no
2.519841
no
2.11137
0.013483
no
Public_Transportation
Obesity_Type_I