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
1.584782
105.055597
yes
yes
3
3
Sometimes
no
1.197667
no
0
0.534769
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.233541
1.792378
137.859737
yes
yes
3
3
Sometimes
no
2.838893
no
1.990317
0.735868
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.147705
1.802257
149.935848
yes
yes
3
3
Sometimes
no
2.181811
no
1.995582
0.939665
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.65632
111.93301
yes
yes
3
3
Sometimes
no
2.774014
no
0
0.138418
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.600762
105.448264
yes
yes
3
3
Sometimes
no
1.031354
no
0
0.37465
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.902283
1.678658
104.954834
yes
yes
3
3
Sometimes
no
1.66616
no
0.210351
0.73421
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.540865
1.678201
109.900472
yes
yes
3
3
Sometimes
no
1.471664
no
0.143955
0.444532
Sometimes
Public_Transportation
Obesity_Type_III
Female
22.39251
1.65563
121.205171
yes
yes
3
3
Sometimes
no
1.347559
no
0.462951
0.31794
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.305402
1.694952
133.76473
yes
yes
3
3
Sometimes
no
1.338241
no
1.92628
0.886135
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.622771
109.959714
yes
yes
3
3
Sometimes
no
2.679137
no
0
0.479348
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.583889
110.545378
yes
yes
3
3
Sometimes
no
2.578292
no
0
0.492394
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.334585
1.729045
131.529267
yes
yes
3
3
Sometimes
no
1.302193
no
1.742453
0.94232
Sometimes
Public_Transportation
Obesity_Type_III
Female
22.978655
1.664622
114.465425
yes
yes
3
3
Sometimes
no
2.408442
no
0.194056
0.803141
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.01245
1.747773
127.902844
yes
yes
3
3
Sometimes
no
1.705218
no
0.390937
0.998646
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.056059
1.730113
152.094362
yes
yes
3
3
Sometimes
no
2.374958
no
0.750111
0.671458
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.771001
1.746652
133.800129
yes
yes
3
3
Sometimes
no
2.869234
no
1.465931
0.627886
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.265943
1.719365
114.511537
yes
yes
3
3
Sometimes
no
2.987406
no
0.38926
0.526776
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.632377
111.946655
yes
yes
3
3
Sometimes
no
2.737091
no
0
0.037078
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.642572
111.868169
yes
yes
3
3
Sometimes
no
2.623489
no
0
0.138563
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.96701
1.654875
104.758713
yes
yes
3
3
Sometimes
no
2.612758
no
0.24629
0.802136
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.627567
107.482662
yes
yes
3
3
Sometimes
no
2.687378
no
0
0.410651
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.590046
1.736276
130.927138
yes
yes
3
3
Sometimes
no
1.852692
no
1.46361
0.962336
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.497373
1.737056
132.527011
yes
yes
3
3
Sometimes
no
2.86559
no
0.973864
0.58345
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.991886
1.580968
102.003378
yes
yes
3
3
Sometimes
no
1.003563
no
0.008127
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.908431
1.607128
103.026858
yes
yes
3
3
Sometimes
no
1.077253
no
0.162083
0.824607
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.177882
1.821566
142.102468
yes
yes
3
3
Sometimes
no
2.714949
no
1.999773
0.813784
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.112503
1.82773
152.720545
yes
yes
3
3
Sometimes
no
2.154949
no
1.999897
0.957463
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.656504
111.993054
yes
yes
3
3
Sometimes
no
2.893117
no
0
0.01931
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.637725
111.208963
yes
yes
3
3
Sometimes
no
2.70914
no
0
0.110518
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.902283
1.669701
104.585783
yes
yes
3
3
Sometimes
no
1.570188
no
0.210351
0.881848
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.540865
1.668709
104.754958
yes
yes
3
3
Sometimes
no
1.412049
no
0.143955
0.753077
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.520992
1.668642
124.704781
yes
yes
3
3
Sometimes
no
1.15635
no
0.786828
0.366385
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.871153
1.690614
129.769141
yes
yes
3
3
Sometimes
no
1.154698
no
1.71836
0.959218
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.622418
110.676343
yes
yes
3
3
Sometimes
no
2.691584
no
0
0.425473
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643332
110.824698
yes
yes
3
3
Sometimes
no
2.709654
no
0
0.25115
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.768834
1.733383
135.524857
yes
yes
3
3
Sometimes
no
1.485736
no
1.950374
0.869238
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.891491
1.748313
133.573787
yes
yes
3
3
Sometimes
no
2.874336
no
1.624981
0.825609
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.941943
1.812963
138.730619
yes
yes
3
3
Sometimes
no
2.641489
no
0.481555
0.735201
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.989016
1.80734
155.872093
yes
yes
3
3
Sometimes
no
2.417122
no
0.952725
0.573958
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.367481
1.745644
133.665587
yes
yes
3
3
Sometimes
no
2.900857
no
1.508897
0.625371
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.051107
1.753266
133.852432
yes
yes
3
3
Sometimes
no
2.95311
no
1.445148
0.67321
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.632193
111.886611
yes
yes
3
3
Sometimes
no
2.617988
no
0
0.156187
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641098
111.818345
yes
yes
3
3
Sometimes
no
2.55057
no
0
0.20482
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.998646
1.640741
104.808542
yes
yes
3
3
Sometimes
no
2.653531
no
0.190061
0.692343
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.618573
104.928643
yes
yes
3
3
Sometimes
no
1.698767
no
0
0.54396
Sometimes
Public_Transportation
Obesity_Type_III
Female
22.846357
1.757442
133.365094
yes
yes
3
3
Sometimes
no
2.84837
no
1.206059
0.766668
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.885655
1.763343
133.952675
yes
yes
3
3
Sometimes
no
2.835622
no
1.419473
0.816986
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.930376
1.610086
102.38745
yes
yes
3
3
Sometimes
no
1.050564
no
0.026033
0.539074
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.897815
1.664463
102.781971
yes
yes
3
3
Sometimes
no
1.068493
no
0.112122
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.602025
104.899348
yes
yes
3
3
Sometimes
no
2.613928
no
0
0.553093
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.968792
1.632896
104.988925
yes
yes
3
3
Sometimes
no
1.239833
no
0.162279
0.619235
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.335019
1.771043
137.044959
yes
yes
3
3
Sometimes
no
2.861533
no
1.70464
0.655571
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.700748
1.789555
137.767787
yes
yes
3
3
Sometimes
no
2.832659
no
1.505775
0.923005
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.222536
1.801746
141.166265
yes
yes
3
3
Sometimes
no
2.418488
no
1.99507
0.893514
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.3756
1.787195
151.975864
yes
yes
3
3
Sometimes
no
2.304716
no
0.82666
0.914492
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.644141
111.942544
yes
yes
3
3
Sometimes
no
2.763005
no
0
0.101867
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643355
111.600553
yes
yes
3
3
Sometimes
no
2.652616
no
0
0.250502
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.623707
105.037463
yes
yes
3
3
Sometimes
no
2.553198
no
0
0.393838
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.610636
105.423532
yes
yes
3
3
Sometimes
no
2.180566
no
0
0.519905
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.943827
1.629491
104.839068
yes
yes
3
3
Sometimes
no
2.20979
no
0.114698
0.604422
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.291974
1.684768
104.821175
yes
yes
3
3
Sometimes
no
1.444379
no
0.224482
0.912187
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.653233
1.66494
110.92217
yes
yes
3
3
Sometimes
no
1.604075
no
0.029728
0.200122
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.783865
1.655646
110.21734
yes
yes
3
3
Sometimes
no
1.528258
no
0.01586
0.436068
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.17614
1.666194
124.805868
yes
yes
3
3
Sometimes
no
1.228838
no
0.792553
0.639561
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.207423
1.707508
121.864326
yes
yes
3
3
Sometimes
no
1.615548
no
1.376534
0.926052
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.633056
1.754174
133.783955
yes
yes
3
3
Sometimes
no
1.94595
no
1.493018
0.906611
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.009596
1.714193
131.866734
yes
yes
3
3
Sometimes
no
1.709556
no
1.592494
0.925843
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.62439
110.008636
yes
yes
3
3
Sometimes
no
2.507461
no
0
0.368472
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.638836
110.970479
yes
yes
3
3
Sometimes
no
2.644135
no
0
0.357581
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.621245
111.267334
yes
yes
3
3
Sometimes
no
2.605685
no
0
0.199227
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.954511
1.623514
109.980145
yes
yes
3
3
Sometimes
no
2.217348
no
0.001015
0.481031
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.001969
1.736215
132.145549
yes
yes
3
3
Sometimes
no
1.657541
no
1.672639
0.629285
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.772251
1.732951
132.904884
yes
yes
3
3
Sometimes
no
1.817899
no
1.577824
0.930836
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.76197
1.69135
114.480696
yes
yes
3
3
Sometimes
no
2.509535
no
0.334264
0.668172
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.449655
1.635062
113.277388
yes
yes
3
3
Sometimes
no
2.578038
no
0.165422
0.463196
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.378203
1.746061
128.261402
yes
yes
3
3
Sometimes
no
2.501638
no
1.546179
0.66488
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.725718
1.746529
129.363771
yes
yes
3
3
Sometimes
no
2.250711
no
0.64235
0.685129
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.344018
1.746516
144.302261
yes
yes
3
3
Sometimes
no
2.36651
no
1.247505
0.723366
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.322097
1.751118
149.291106
yes
yes
3
3
Sometimes
no
2.309409
no
1.68291
0.70558
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.262934
1.741014
132.57927
yes
yes
3
3
Sometimes
no
2.436261
no
1.464674
0.87092
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.566815
1.748533
133.94608
yes
yes
3
3
Sometimes
no
2.833566
no
1.413239
0.862724
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.475242
1.694726
112.776612
yes
yes
3
3
Sometimes
no
2.724099
no
0.336795
0.153462
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.612462
1.674515
112.879662
yes
yes
3
3
Sometimes
no
2.989389
no
0.36009
0.169016
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.631332
111.829957
yes
yes
3
3
Sometimes
no
2.55975
no
0
0.237307
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641918
111.86899
yes
yes
3
3
Sometimes
no
2.635454
no
0
0.088309
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.640125
111.539494
yes
yes
3
3
Sometimes
no
2.625537
no
0
0.162494
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.649178
111.914361
yes
yes
3
3
Sometimes
no
2.884077
no
0
0.096576
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.96773
1.603404
105.031908
yes
yes
3
3
Sometimes
no
1.919473
no
0.027101
0.546137
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.989938
1.644199
105.036075
yes
yes
3
3
Sometimes
no
2.310076
no
0.07115
0.733085
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.628909
106.875927
yes
yes
3
3
Sometimes
no
2.686824
no
0
0.540812
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.617227
1.628019
108.265922
yes
yes
3
3
Sometimes
no
1.6213
no
0.090917
0.438216
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.030909
1.71818
133.466763
yes
yes
3
3
Sometimes
no
1.517215
no
1.486289
0.937492
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.951084
1.708581
131.274851
yes
yes
3
3
Sometimes
no
1.796956
no
1.684582
0.887388
Sometimes
Public_Transportation
Obesity_Type_III
Female
22.980221
1.724983
132.94066
yes
yes
3
3
Sometimes
no
2.085553
no
1.271651
0.587932
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.426036
1.739991
133.485478
yes
yes
3
3
Sometimes
no
2.837797
no
1.343875
0.803156
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.999185
1.568543
102.000122
yes
yes
3
3
Sometimes
no
1.000544
no
0.001297
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.934757
1.579893
102.134646
yes
yes
3
3
Sometimes
no
1.005864
no
0.02006
0.695838
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.327723
1.782714
154.618446
yes
yes
3
3
Sometimes
no
2.319559
no
1.97073
0.768375
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.47219
1.793824
160.935351
yes
yes
3
3
Sometimes
no
2.069257
no
1.986646
0.947091
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.659557
111.999096
yes
yes
3
3
Sometimes
no
2.956548
no
0
0.010056
Sometimes
Public_Transportation
Obesity_Type_III