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
1.65782
111.95611
yes
yes
3
3
Sometimes
no
2.777557
no
0
0.051858
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.816445
1.684082
104.592372
yes
yes
3
3
Sometimes
no
1.295436
no
0.282063
0.929356
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.498965
1.68395
104.846817
yes
yes
3
3
Sometimes
no
1.241378
no
0.259427
0.852362
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.137495
1.716521
127.642324
yes
yes
3
3
Sometimes
no
1.313834
no
0.912334
0.707494
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.190733
1.680762
125.418548
yes
yes
3
3
Sometimes
no
1.124366
no
0.877067
0.552006
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.623303
110.81746
yes
yes
3
3
Sometimes
no
2.673754
no
0
0.33929
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.631856
110.804337
yes
yes
3
3
Sometimes
no
2.70485
no
0
0.243338
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.840654
1.747479
136.516648
yes
yes
3
3
Sometimes
no
1.607531
no
1.963379
0.858392
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.871667
1.782453
137.852618
yes
yes
3
3
Sometimes
no
2.748909
no
1.989171
0.832515
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.501721
1.809871
152.394739
yes
yes
3
3
Sometimes
no
2.351207
no
0.246831
0.91336
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.521294
1.803677
160.639405
yes
yes
3
3
Sometimes
no
2.404049
no
0.427905
0.639894
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.314593
1.745602
133.554686
yes
yes
3
3
Sometimes
no
2.923792
no
1.536555
0.62535
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.529746
1.751038
133.843033
yes
yes
3
3
Sometimes
no
2.955075
no
1.46046
0.655558
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.631547
111.588625
yes
yes
3
3
Sometimes
no
2.554007
no
0
0.252635
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.635905
111.571076
yes
yes
3
3
Sometimes
no
2.511399
no
0
0.258472
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.616975
104.846218
yes
yes
3
3
Sometimes
no
2.653563
no
0
0.55415
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.62788
104.92057
yes
yes
3
3
Sometimes
no
2.588107
no
0
0.465607
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.768153
1.76416
133.888629
yes
yes
3
3
Sometimes
no
2.32502
no
1.441791
0.918468
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.238416
1.763847
133.937873
yes
yes
3
3
Sometimes
no
2.836791
no
1.46782
0.890527
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.930376
1.608808
102.083964
yes
yes
3
3
Sometimes
no
1.019684
no
0.026033
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.919571
1.610488
102.174953
yes
yes
3
3
Sometimes
no
1.032834
no
0.04525
0.922749
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.918524
1.621231
104.986792
yes
yes
3
3
Sometimes
no
1.653049
no
0.139159
0.711331
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.565662
1.642392
104.988082
yes
yes
3
3
Sometimes
no
1.204055
no
0.094851
0.603736
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.744914
1.801983
138.034526
yes
yes
3
3
Sometimes
no
2.691591
no
1.168368
0.735372
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.704699
1.787614
137.858254
yes
yes
3
3
Sometimes
no
2.531456
no
1.980738
0.835771
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.089969
1.801478
151.417292
yes
yes
3
3
Sometimes
no
2.226081
no
1.881761
0.933964
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.120739
1.807576
152.567671
yes
yes
3
3
Sometimes
no
2.164718
no
1.999631
0.941336
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.650125
111.939671
yes
yes
3
3
Sometimes
no
2.770732
no
0
0.125235
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.652674
111.919155
yes
yes
3
3
Sometimes
no
2.814517
no
0
0.101598
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.986185
1.663632
105.122109
yes
yes
3
3
Sometimes
no
1.626467
no
0.010183
0.412806
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.982113
1.627818
105.428628
yes
yes
3
3
Sometimes
no
1.48075
no
0.098043
0.663492
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.748627
1.66877
104.774144
yes
yes
3
3
Sometimes
no
1.526416
no
0.180158
0.747909
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.959772
1.642098
104.966758
yes
yes
3
3
Sometimes
no
1.482002
no
0.204108
0.657221
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.653233
1.65757
109.931233
yes
yes
3
3
Sometimes
no
1.610472
no
0.029728
0.472343
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.783865
1.643111
109.910012
yes
yes
3
3
Sometimes
no
1.530992
no
0.01586
0.445495
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.412434
1.675562
121.639178
yes
yes
3
3
Sometimes
no
1.484938
no
0.74225
0.604692
Sometimes
Public_Transportation
Obesity_Type_III
Female
22.77789
1.661415
120.748213
yes
yes
3
3
Sometimes
no
1.91039
no
0.217455
0.77582
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.140165
1.713133
133.735889
yes
yes
3
3
Sometimes
no
1.411365
no
1.564618
0.910683
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.413498
1.7199
133.886031
yes
yes
3
3
Sometimes
no
2.41752
no
1.556155
0.873936
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.622701
109.982692
yes
yes
3
3
Sometimes
no
2.688229
no
0
0.451377
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.622468
110.400847
yes
yes
3
3
Sometimes
no
2.695094
no
0
0.413474
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.618867
110.777391
yes
yes
3
3
Sometimes
no
2.618198
no
0
0.380695
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.600905
110.074946
yes
yes
3
3
Sometimes
no
2.555189
no
0
0.462973
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.391371
1.730636
131.902591
yes
yes
3
3
Sometimes
no
1.419136
no
1.700889
0.930888
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.051982
1.729719
131.877558
yes
yes
3
3
Sometimes
no
1.422483
no
1.708971
0.673009
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.455303
1.677672
114.470482
yes
yes
3
3
Sometimes
no
2.426094
no
0.294763
0.737226
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.69484
1.637524
113.90506
yes
yes
3
3
Sometimes
no
2.495961
no
0.189831
0.652289
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.601222
1.738717
128.114161
yes
yes
3
3
Sometimes
no
1.797041
no
1.427413
0.966181
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.81158
1.741193
128.763843
yes
yes
3
3
Sometimes
no
1.768111
no
0.616503
0.968151
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.993565
1.792833
152.43563
yes
yes
3
3
Sometimes
no
2.365188
no
1.256115
0.760091
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.074449
1.810427
152.217135
yes
yes
3
3
Sometimes
no
2.299156
no
1.699056
0.729722
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.904037
1.743589
133.281333
yes
yes
3
3
Sometimes
no
2.684819
no
1.46525
0.804491
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.783234
1.747962
133.936535
yes
yes
3
3
Sometimes
no
2.84174
no
1.429256
0.775378
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.291205
1.71146
113.372851
yes
yes
3
3
Sometimes
no
2.796894
no
0.382189
0.16779
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.311534
1.685482
113.451224
yes
yes
3
3
Sometimes
no
2.987718
no
0.387074
0.283804
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.639251
111.927001
yes
yes
3
3
Sometimes
no
2.675567
no
0
0.081929
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.654784
111.933152
yes
yes
3
3
Sometimes
no
2.770125
no
0
0.088236
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.641209
111.856492
yes
yes
3
3
Sometimes
no
2.621877
no
0
0.153669
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.643167
111.894229
yes
yes
3
3
Sometimes
no
2.72005
no
0
0.127443
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.966504
1.63073
104.790549
yes
yes
3
3
Sometimes
no
2.436097
no
0.129178
0.683736
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.950898
1.649867
104.791035
yes
yes
3
3
Sometimes
no
2.535629
no
0.152713
0.7702
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.613574
107.012256
yes
yes
3
3
Sometimes
no
2.678779
no
0
0.508848
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.627532
106.69053
yes
yes
3
3
Sometimes
no
2.569713
no
0
0.396972
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.848608
1.726606
131.76807
yes
yes
3
3
Sometimes
no
1.759352
no
1.469928
0.950438
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.801791
1.721476
131.042274
yes
yes
3
3
Sometimes
no
1.837184
no
1.525165
0.926443
Sometimes
Public_Transportation
Obesity_Type_III
Female
23.712641
1.742901
132.8071
yes
yes
3
3
Sometimes
no
2.856795
no
1.046463
0.586163
Sometimes
Public_Transportation
Obesity_Type_III
Female
24.063874
1.737313
133.166595
yes
yes
3
3
Sometimes
no
2.846259
no
1.295759
0.723154
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.95774
1.62414
102.233445
yes
yes
3
3
Sometimes
no
1.067716
no
0.030541
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.909353
1.644078
102.277765
yes
yes
3
3
Sometimes
no
1.029241
no
0.075776
1
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.954995
1.592529
102.874549
yes
yes
3
3
Sometimes
no
1.074412
no
0.006265
0.845633
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.908829
1.607734
102.305767
yes
yes
3
3
Sometimes
no
1.030501
no
0.06582
0.991473
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.297004
1.817271
141.917802
yes
yes
3
3
Sometimes
no
2.699675
no
1.520818
0.76399
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.301773
1.808765
140.292018
yes
yes
3
3
Sometimes
no
2.830247
no
1.783138
0.789064
Sometimes
Public_Transportation
Obesity_Type_III
Female
19.872667
1.817231
152.371911
yes
yes
3
3
Sometimes
no
2.305521
no
1.956278
0.92376
Sometimes
Public_Transportation
Obesity_Type_III
Female
18.13782
1.819728
151.278532
yes
yes
3
3
Sometimes
no
2.155926
no
1.999836
0.94603
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.656465
111.949972
yes
yes
3
3
Sometimes
no
2.784303
no
0
0.127775
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.648143
111.950113
yes
yes
3
3
Sometimes
no
2.786417
no
0
0.079673
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.622703
111.216192
yes
yes
3
3
Sometimes
no
2.707201
no
0
0.167272
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.640606
111.036881
yes
yes
3
3
Sometimes
no
2.709428
no
0
0.228486
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.42724
1.683502
104.759643
yes
yes
3
3
Sometimes
no
1.525127
no
0.220825
0.896105
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.795187
1.669039
104.593929
yes
yes
3
3
Sometimes
no
1.554925
no
0.209586
0.823069
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.493586
1.673665
104.704707
yes
yes
3
3
Sometimes
no
1.170515
no
0.264831
0.896842
Sometimes
Public_Transportation
Obesity_Type_III
Female
25.524336
1.668931
104.768318
yes
yes
3
3
Sometimes
no
1.436616
no
0.167086
0.764717
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.908785
1.700996
126.490236
yes
yes
3
3
Sometimes
no
1.242832
no
0.530925
0.575969
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.781751
1.734092
125.117633
yes
yes
3
3
Sometimes
no
1.54249
no
0.6277
0.450479
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.289104
1.708291
130.986338
yes
yes
3
3
Sometimes
no
1.205548
no
1.723934
0.952352
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.210732
1.716497
130.871127
yes
yes
3
3
Sometimes
no
1.301657
no
1.718543
0.947884
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.62495
111.00492
yes
yes
3
3
Sometimes
no
2.704315
no
0
0.322666
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.594776
110.640929
yes
yes
3
3
Sometimes
no
2.639816
no
0
0.452236
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.626503
110.818757
yes
yes
3
3
Sometimes
no
2.708927
no
0
0.278962
Sometimes
Public_Transportation
Obesity_Type_III
Female
26
1.624576
110.803117
yes
yes
3
3
Sometimes
no
2.704827
no
0
0.269577
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.656907
1.729099
134.842656
yes
yes
3
3
Sometimes
no
1.3954
no
1.931173
0.878258
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.760734
1.73581
135.346677
yes
yes
3
3
Sometimes
no
2.611654
no
1.618512
0.868788
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.028989
1.748524
133.878843
yes
yes
3
3
Sometimes
no
2.868167
no
1.48372
0.83509
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.282238
1.748951
133.662583
yes
yes
3
3
Sometimes
no
2.247979
no
1.609938
0.849236
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.388049
1.777971
137.785027
yes
yes
3
3
Sometimes
no
2.702789
no
1.606109
0.731213
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.022206
1.73995
135.693381
yes
yes
3
3
Sometimes
no
1.663213
no
1.094035
0.786665
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.102241
1.816868
153.959945
yes
yes
3
3
Sometimes
no
2.414739
no
1.917014
0.927982
Sometimes
Public_Transportation
Obesity_Type_III
Female
21.291969
1.8002
155.242672
yes
yes
3
3
Sometimes
no
2.351193
no
1.051889
0.686491
Sometimes
Public_Transportation
Obesity_Type_III
Female
20.530998
1.74647
133.644711
yes
yes
3
3
Sometimes
no
2.896088
no
1.612741
0.77319
Sometimes
Public_Transportation
Obesity_Type_III