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
19.149706
1.699818
78
yes
no
1.096455
2.491315
Sometimes
no
2.450069
no
0
0.726118
Sometimes
Public_Transportation
Overweight_Level_II
Male
46.491859
1.718097
88.600878
yes
yes
2.129969
3
Sometimes
no
1.568035
no
0.870127
0
no
Automobile
Overweight_Level_II
Male
17.894784
1.731389
84.064875
yes
no
2.019674
2.843319
Sometimes
no
2.832004
no
1
0.608607
Sometimes
Public_Transportation
Overweight_Level_II
Male
18.88485
1.699667
79.67793
yes
no
2.735297
2.157164
Sometimes
no
1.087166
no
0.110174
0.003695
no
Public_Transportation
Overweight_Level_II
Female
38.384177
1.698626
78.637307
yes
yes
3
3
Sometimes
no
2.503198
no
0
0
no
Automobile
Overweight_Level_II
Male
22.675679
1.823765
96.945262
yes
yes
1.588782
2.601675
Sometimes
no
2.469469
no
1.736538
1.886855
Sometimes
Public_Transportation
Overweight_Level_II
Male
33.049121
1.708742
83.001642
yes
yes
2
1.171027
Sometimes
no
2.405172
no
2.300282
0
no
Automobile
Overweight_Level_II
Female
37.205173
1.667469
80.993373
yes
yes
2.01054
2.77684
Sometimes
no
1.651548
no
0
0.790967
no
Automobile
Overweight_Level_II
Female
19.027417
1.588147
73.939268
yes
no
3
3.362758
Sometimes
no
2
no
2.892922
1
Sometimes
Public_Transportation
Overweight_Level_II
Male
37.492444
1.835024
92.368359
yes
yes
2
1.672706
Sometimes
no
2.766674
no
1
0.027093
Sometimes
Automobile
Overweight_Level_II
Male
24.657598
1.7088
83.520113
yes
yes
2.689577
2.714115
Sometimes
no
2.279214
no
0.970661
0.828549
Sometimes
Public_Transportation
Overweight_Level_II
Male
18.011718
1.680991
79.752916
yes
yes
2.413156
2.521546
Sometimes
no
1.985312
no
0.00705
0.965464
Sometimes
Public_Transportation
Overweight_Level_II
Male
27.349745
1.835271
97.58826
yes
yes
2.923433
1.338033
Sometimes
no
1.944095
no
1.931829
1
Sometimes
Public_Transportation
Overweight_Level_II
Male
18
1.742819
86.565148
yes
yes
3
3
Sometimes
no
2
no
2.040816
0.860321
Sometimes
Public_Transportation
Overweight_Level_II
Male
33.009285
1.741192
84.773349
yes
yes
2
3
Sometimes
no
2.035954
no
1.210736
0
no
Automobile
Overweight_Level_II
Male
18
1.759721
86.0805
yes
yes
2.882522
3
Sometimes
no
2.452986
no
1
0.746651
Sometimes
Public_Transportation
Overweight_Level_II
Male
30.079371
1.810616
92.860254
yes
yes
2
3
Sometimes
no
1.622638
no
0.033745
0.105895
Sometimes
Public_Transportation
Overweight_Level_II
Male
25.035915
1.763101
88.532032
yes
yes
1.973499
1.081805
Sometimes
no
2
no
0
0.464022
Sometimes
Public_Transportation
Overweight_Level_II
Female
18.198322
1.543338
71.799982
yes
no
3
3.087119
Sometimes
no
2
no
1.403872
1
no
Public_Transportation
Overweight_Level_II
Female
35.456326
1.651812
79.437921
yes
yes
2.156065
2.909117
Sometimes
no
1.221281
no
0.503279
1.796136
no
Automobile
Overweight_Level_II
Male
23.806789
1.732492
84.557797
yes
yes
2.992205
3
Sometimes
no
2.413813
no
0.458237
0.688293
Sometimes
Public_Transportation
Overweight_Level_II
Female
39.392569
1.706349
85.720788
yes
yes
2.944287
1.466393
Sometimes
no
2.442775
no
0.675262
0.779334
no
Automobile
Overweight_Level_II
Male
21.384259
1.780679
89.667406
yes
yes
1.780746
1.471053
Sometimes
no
2
no
0.467562
0.568668
Sometimes
Public_Transportation
Overweight_Level_II
Male
22.730414
1.758687
89.673648
yes
yes
2.164062
2.983201
Sometimes
no
2.168904
no
0.752926
0
Sometimes
Public_Transportation
Overweight_Level_II
Male
21.20563
1.704573
80
yes
yes
2
3
Sometimes
no
2
no
2.847761
1.413375
no
Public_Transportation
Overweight_Level_II
Male
21.333429
1.716545
80.005809
yes
yes
2
2.783336
Sometimes
no
2
no
2.536615
1.206535
no
Public_Transportation
Overweight_Level_II
Male
32.787101
1.903832
99.812443
yes
yes
2
1.863012
Sometimes
no
2.196471
no
1
0
Sometimes
Automobile
Overweight_Level_II
Male
32.610018
1.742538
83.390983
yes
yes
2.247704
3.053598
Sometimes
no
1.919629
no
0.408023
0
no
Automobile
Overweight_Level_II
Male
30.022598
1.747739
83.314157
yes
yes
2.011656
3.165837
Sometimes
no
1.844645
no
0.889963
0.395979
no
Automobile
Overweight_Level_II
Male
21.123048
1.717037
80
yes
yes
2
3
Sometimes
no
2
no
2.270555
1.343044
no
Public_Transportation
Overweight_Level_II
Female
22.989846
1.65
80
yes
yes
2
3
Sometimes
no
2
no
0.146919
2
no
Public_Transportation
Overweight_Level_II
Female
24.320154
1.577921
65.293179
yes
no
2.03414
2.741413
Sometimes
no
1.996384
no
1.276552
1.019452
no
Public_Transportation
Overweight_Level_II
Male
37.275298
1.746055
83.282232
yes
yes
2.746408
1.058123
Sometimes
no
2.265727
no
0.885633
0.673408
no
Automobile
Overweight_Level_II
Male
34.098174
1.841151
91.798103
yes
yes
2
2.997414
Sometimes
no
1.259454
no
0.935217
0.9976
Sometimes
Automobile
Overweight_Level_II
Female
21.001282
1.517998
64.696248
yes
no
2.1239
1.672958
Sometimes
no
2
no
1.582428
1.313363
no
Public_Transportation
Overweight_Level_II
Female
21.95994
1.483284
62.894283
yes
no
2
1.680838
Sometimes
no
1.833635
no
0.281876
0.575848
no
Public_Transportation
Overweight_Level_II
Male
19.795269
1.758972
87.861431
yes
yes
2.332074
3
Sometimes
no
2.999495
no
2.405963
0.441502
Sometimes
Public_Transportation
Overweight_Level_II
Female
19.090023
1.562434
70.442775
yes
no
2.748243
3.070386
Sometimes
no
1.962322
no
1.145752
1
no
Public_Transportation
Overweight_Level_II
Female
20.820455
1.547066
67.473282
yes
no
2.303656
3
Sometimes
no
1.163111
no
1.926381
1.119877
no
Public_Transportation
Overweight_Level_II
Male
22.087056
1.792435
89.998729
yes
yes
1.904732
2.608416
Sometimes
no
1.204175
no
0
1.895312
Sometimes
Public_Transportation
Overweight_Level_II
Male
22.185756
1.784555
89.836692
yes
yes
1.979944
1.599464
Sometimes
no
2
no
0.17048
0.819475
Sometimes
Public_Transportation
Overweight_Level_II
Female
22.980957
1.700216
80.473587
yes
yes
2
2.815255
Sometimes
no
1.622214
no
0.463891
1.462664
no
Public_Transportation
Overweight_Level_II
Male
23
1.672101
80.939733
yes
yes
2
2.395785
Sometimes
no
1.40077
no
0.788659
1.544357
no
Public_Transportation
Overweight_Level_II
Male
24.190896
1.7
84.849349
yes
yes
2
3
Sometimes
no
2.056053
no
0
1
Sometimes
Public_Transportation
Overweight_Level_II
Male
23.94003
1.721348
83.986714
yes
yes
2.407817
2.844138
Sometimes
no
1.983649
no
0.868721
0.089354
Sometimes
Public_Transportation
Overweight_Level_II
Female
26.591628
1.7
78.008388
yes
yes
2.734314
3
Sometimes
no
3
no
0.897702
0.908271
Frequently
Public_Transportation
Overweight_Level_II
Male
31.264628
1.803129
91.052215
yes
yes
2
3
Sometimes
no
1.199517
no
0.047738
0.163329
Sometimes
Public_Transportation
Overweight_Level_II
Female
23.629159
1.70002
80.420434
yes
yes
2
3
Sometimes
no
2.386904
no
0.926201
1.34403
Sometimes
Public_Transportation
Overweight_Level_II
Female
26.208134
1.7
78.041338
yes
yes
2.784383
3
Sometimes
no
2.165605
no
0.855973
0.839659
Frequently
Automobile
Overweight_Level_II
Male
17.689057
1.713599
83.285753
yes
yes
2.009952
2.716106
Sometimes
no
1.660614
no
1
0.60473
Sometimes
Public_Transportation
Overweight_Level_II
Male
19.16097
1.662728
77.473204
yes
no
2.008656
1.402771
Sometimes
no
3
no
0.112383
0.32803
Sometimes
Public_Transportation
Overweight_Level_II
Male
25.45763
1.837399
95.952027
yes
yes
1.122127
2.865657
Sometimes
no
2
no
1.28775
1.944177
Sometimes
Public_Transportation
Overweight_Level_II
Male
22.988004
1.80827
91.363293
yes
yes
1.963965
1.836226
Sometimes
no
1.85537
no
0
1.667745
Sometimes
Public_Transportation
Overweight_Level_II
Male
23.603191
1.714508
85.137113
yes
yes
2.319776
2.884848
Sometimes
no
2.154898
no
0.325534
0.954216
Sometimes
Public_Transportation
Overweight_Level_II
Male
22.882558
1.793451
89.909259
yes
yes
1.899116
2.375026
Sometimes
no
1.39854
no
0
1.365793
Sometimes
Public_Transportation
Overweight_Level_II
Female
23.586058
1.700499
81.108599
yes
yes
2.042762
2.9774
Sometimes
no
1.522426
no
0.501417
1.029135
Sometimes
Public_Transportation
Overweight_Level_II
Male
34.432669
1.694997
84.451423
yes
yes
2.129668
2.693646
Sometimes
no
2.60669
no
1.170823
0.290898
no
Automobile
Overweight_Level_II
Female
25.472995
1.688911
78.434492
yes
yes
2.182401
2.832018
Sometimes
no
2.456939
no
0.038809
0.524015
Frequently
Public_Transportation
Overweight_Level_II
Male
55.022494
1.673394
80.400306
yes
yes
2
3
Sometimes
no
2
no
1
0
no
Automobile
Overweight_Level_II
Male
34.647036
1.769499
85
yes
yes
2.802696
3
Sometimes
no
2.978465
no
1.974656
0.936925
no
Automobile
Overweight_Level_II
Male
21.997335
1.65
80
yes
yes
2
3
Sometimes
no
2
no
0.527341
2
no
Public_Transportation
Overweight_Level_II
Male
18.181821
1.662669
79.863546
yes
no
2.492758
2.270163
Sometimes
no
1.992586
no
1.452467
0.864583
no
Public_Transportation
Overweight_Level_II
Female
41.743333
1.67861
79.849252
yes
yes
2.733129
3
Sometimes
no
1.302594
no
0
1.103349
no
Automobile
Overweight_Level_II
Male
21.473078
1.694423
80.311273
yes
yes
2
2.646717
Sometimes
no
2
no
2.627515
1.358812
no
Public_Transportation
Overweight_Level_II
Female
27.757187
1.505437
63.892071
yes
no
2
1
Sometimes
no
1.278578
no
0.02112
0
no
Public_Transportation
Overweight_Level_II
Female
25.113537
1.505387
63.715219
yes
no
2
1.193729
Sometimes
no
1.846441
no
0.546402
0.235711
no
Public_Transportation
Overweight_Level_II
Female
21.82165
1.491441
62.269912
yes
no
2
1.477581
Sometimes
no
1.995035
no
0.324676
0.51743
no
Public_Transportation
Overweight_Level_II
Female
20.670975
1.509408
64.852953
yes
no
2.294067
3.209508
Sometimes
no
2
no
1.103088
1.261043
no
Public_Transportation
Overweight_Level_II
Male
22.649792
1.685045
81.022119
yes
yes
2
2.756622
Sometimes
no
1.606076
no
0.432973
1.749586
no
Public_Transportation
Overweight_Level_II
Male
23.154311
1.723072
82.338464
yes
yes
2.315932
2.658478
Sometimes
no
1.568476
no
0.949976
0.544899
Sometimes
Public_Transportation
Overweight_Level_II
Female
38.097395
1.696954
78.156035
yes
yes
3
3
Sometimes
no
2.166024
no
0
0
no
Automobile
Overweight_Level_II
Female
37.642177
1.676095
79.079738
yes
yes
2.802128
3
Sometimes
no
1.744628
no
0
0.721167
no
Automobile
Overweight_Level_II
Female
34.176795
1.681021
77.392179
yes
yes
2.79606
1.971472
Sometimes
no
1.921601
no
0.935217
0.704637
no
Automobile
Overweight_Level_II
Female
34.231083
1.654067
79.697278
yes
yes
2.086898
1.818026
Sometimes
no
2.088929
no
0.305422
1.040787
no
Automobile
Overweight_Level_II
Male
31.965402
1.840708
98.259423
yes
yes
2.333503
1.820779
Sometimes
no
2.559265
no
1.327193
0.481357
Sometimes
Automobile
Overweight_Level_II
Male
33.185661
1.836007
97.416417
yes
yes
2
1.724887
Sometimes
no
3
no
1
0
Sometimes
Automobile
Overweight_Level_II
Female
18.741188
1.556789
71.788181
yes
no
3
3.129155
Sometimes
no
2
no
1.634134
1
no
Public_Transportation
Overweight_Level_II
Female
19.955257
1.5891
72.713611
yes
no
3
3.856434
Sometimes
no
2
no
1.32417
1
Sometimes
Public_Transportation
Overweight_Level_II
Male
19.684891
1.700627
78.048207
yes
no
1.653081
2.753418
Sometimes
no
2.192063
no
1.474937
0.518542
Sometimes
Public_Transportation
Overweight_Level_II
Male
47.7061
1.743935
84.729197
yes
yes
2.535315
3
Sometimes
no
1.146595
no
0.31381
0
no
Automobile
Overweight_Level_II
Male
17.997009
1.742654
85
yes
no
2
3
Sometimes
no
2.976229
no
1
0.121992
Sometimes
Public_Transportation
Overweight_Level_II
Male
17.971786
1.754441
85.002884
yes
yes
2.765769
3
Sometimes
no
2.845134
no
1
0.42683
Sometimes
Public_Transportation
Overweight_Level_II
Male
20.432717
1.719342
80.790813
yes
yes
2.215464
2.116195
Sometimes
no
1.80996
no
1.910577
0.971746
no
Public_Transportation
Overweight_Level_II
Female
33.954433
1.682253
77.431678
yes
yes
3
2.049908
Sometimes
no
1.999882
no
1.637368
0.10724
no
Automobile
Overweight_Level_II
Male
17.039058
1.799902
95.419668
yes
yes
2
3
Sometimes
no
3
no
1.04729
0.933802
Sometimes
Public_Transportation
Overweight_Level_II
Male
33.070142
1.709428
83.014033
yes
yes
2
1.044628
Sometimes
no
2.01051
no
2.805801
0
no
Automobile
Overweight_Level_II
Male
34.993835
1.752456
84.783756
yes
yes
2.63165
2.98212
Sometimes
no
2.778587
no
2.667739
0.905181
no
Automobile
Overweight_Level_II
Male
35.719457
1.685947
83.3258
yes
yes
2
1.009426
Sometimes
no
2.136398
no
1.060349
0
no
Automobile
Overweight_Level_II
Female
19.005725
1.599999
73.513873
yes
no
2.942154
2.667711
Sometimes
no
2.184768
no
1.524405
0.805008
Sometimes
Public_Transportation
Overweight_Level_II
Female
18.850466
1.550053
72.9518
yes
no
3
3.000974
Sometimes
no
2
no
2.274248
1
Sometimes
Public_Transportation
Overweight_Level_II
Male
31.540751
1.828092
91.495718
yes
yes
2
2.698883
Sometimes
no
2.035104
no
0.598438
0.017016
Sometimes
Automobile
Overweight_Level_II
Male
23.335391
1.71338
82.085549
yes
yes
2.716909
2.598079
Sometimes
no
2.90545
no
1.600431
0.176892
Sometimes
Public_Transportation
Overweight_Level_II
Male
19.749627
1.680764
79.621463
yes
no
1.83746
3
Sometimes
no
2
no
1.194519
1.212762
no
Public_Transportation
Overweight_Level_II
Male
19.565496
1.705584
78.025625
yes
no
1.936479
2.837388
Sometimes
no
2.159987
no
1.475772
0.646514
Sometimes
Public_Transportation
Overweight_Level_II
Male
30.357745
1.841852
93.614246
yes
yes
2.045027
2.946063
Sometimes
no
1.307563
no
1.442485
0.934493
Sometimes
Public_Transportation
Overweight_Level_II
Male
27
1.834986
99.083478
yes
yes
2.760607
1
Sometimes
no
1.336378
no
1.898889
0.487375
Sometimes
Public_Transportation
Overweight_Level_II
Male
21.380336
1.724839
82.27635
yes
yes
2.09449
1.873484
Sometimes
no
2
no
2.079709
0.880414
Sometimes
Public_Transportation
Overweight_Level_II
Male
33.151905
1.685127
83.986895
yes
yes
2
2.473911
Sometimes
no
2.452789
no
0.932792
0
no
Automobile
Overweight_Level_II
Male
18
1.750097
86.372141
yes
yes
2.907062
3
Sometimes
no
2.740848
no
1.219827
0.037634
Sometimes
Public_Transportation
Overweight_Level_II
Male
32.241587
1.757961
87.906019
yes
yes
2
1.79558
Sometimes
no
1.855054
no
1.083572
0.218574
Sometimes
Public_Transportation
Overweight_Level_II