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 | 19.010211 | 1.555431 | 44.188767 | no | no | 2.724285 | 3 | Frequently | no | 1 | yes | 1.070331 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.091346 | 1.603923 | 45 | no | no | 3 | 3 | Frequently | no | 1.28246 | yes | 1.60195 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.773303 | 1.602082 | 45 | no | no | 3 | 3 | Frequently | no | 2.875583 | yes | 1.258504 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.483036 | 1.53777 | 42 | no | yes | 3 | 1 | Frequently | no | 1.387531 | no | 0 | 0.466169 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.538398 | 42 | no | yes | 2.71897 | 1.473088 | Frequently | no | 1.164644 | no | 1.235675 | 0.930926 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.407204 | 1.520862 | 42 | no | yes | 3 | 1 | Frequently | no | 1.848703 | no | 0 | 0.744555 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.717826 | 51.7325 | yes | yes | 1.133844 | 3 | Sometimes | no | 1.325326 | no | 0.227985 | 1.708309 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18.424941 | 1.753389 | 54.121925 | yes | yes | 2 | 3.16645 | Sometimes | no | 2.278578 | no | 1.838881 | 2 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.70165 | 50.157707 | yes | yes | 1.757466 | 3 | Sometimes | no | 1.153559 | no | 0.833976 | 1.616045 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 19.97981 | 1.75336 | 54.997374 | yes | yes | 2 | 3.494849 | Sometimes | no | 2.976672 | no | 1.94907 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 21.798856 | 1.672007 | 49.980968 | yes | yes | 2.979383 | 3 | Frequently | no | 2.975887 | no | 0.945093 | 1.241755 | no | Public_Transportation | Insufficient_Weight |
Female | 22.209706 | 1.593847 | 44.050251 | no | no | 3 | 2.99321 | Frequently | no | 2.702783 | no | 1.967234 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 23.018443 | 1.584785 | 44.376637 | no | no | 2.204914 | 2.127797 | Frequently | no | 2.120292 | no | 0.995735 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 19.376997 | 1.600264 | 45 | no | no | 3 | 3 | Frequently | no | 2.949419 | yes | 1.295697 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.971429 | 1.549311 | 41.557468 | no | yes | 2.927218 | 1 | Frequently | no | 1 | no | 0 | 0.276592 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.345161 | 1.534385 | 41.96525 | no | yes | 2.88853 | 1 | Frequently | no | 1 | no | 0 | 0.196224 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.519916 | 1.725548 | 49.815599 | yes | no | 2.890535 | 3.90779 | Frequently | no | 1.109115 | no | 1.548953 | 0.555468 | no | Public_Transportation | Insufficient_Weight |
Male | 20.406066 | 1.868931 | 63.199726 | yes | yes | 3 | 3.699594 | Sometimes | no | 2.825629 | no | 1.699592 | 0.071028 | Sometimes | Automobile | Insufficient_Weight |
Female | 21.478496 | 1.686936 | 51.256059 | yes | yes | 3 | 3.179995 | Frequently | no | 1.910378 | no | 0.480614 | 0.625079 | no | Public_Transportation | Insufficient_Weight |
Female | 18.372563 | 1.589829 | 40.202773 | no | yes | 2 | 1.075553 | Sometimes | no | 1 | no | 0.127425 | 1.679442 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.931667 | 1.653209 | 49.026214 | no | no | 2.530066 | 3 | Sometimes | no | 1.965237 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 22.998709 | 1.740108 | 53.65727 | yes | yes | 2.241606 | 3 | Frequently | no | 1.846626 | no | 2.460238 | 0.814518 | no | Public_Transportation | Insufficient_Weight |
Female | 18.006742 | 1.7 | 50 | no | yes | 1.003566 | 3.238258 | Frequently | no | 1.014634 | no | 0.783676 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 34.799519 | 1.689141 | 50 | yes | yes | 2.652779 | 3.804944 | Frequently | no | 1.60114 | no | 0.174692 | 0.096982 | no | Public_Transportation | Insufficient_Weight |
Male | 16.496978 | 1.691206 | 50 | no | yes | 2 | 1.630846 | Sometimes | no | 2.975528 | no | 0.548991 | 0.369134 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.788459 | 51.552595 | no | yes | 2.897899 | 3 | Sometimes | no | 1.835545 | no | 1.162519 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.377131 | 1.811238 | 58.83071 | yes | yes | 2.483979 | 3.762778 | Sometimes | no | 2 | no | 2 | 0.930051 | no | Automobile | Insufficient_Weight |
Female | 16.611837 | 1.830068 | 43.534531 | no | yes | 2.945967 | 3 | Sometimes | no | 2.953192 | no | 2.830911 | 1.466667 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.080493 | 1.782756 | 56.029418 | yes | yes | 2 | 4 | Sometimes | no | 2.28525 | no | 2 | 1.162801 | no | Automobile | Insufficient_Weight |
Female | 22.970655 | 1.751691 | 55.967655 | yes | yes | 2.478891 | 3.371832 | Frequently | no | 2.004126 | no | 2 | 0.327376 | no | Public_Transportation | Insufficient_Weight |
Female | 17.764764 | 1.78656 | 50 | no | yes | 2.784464 | 4 | Sometimes | no | 1 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.272573 | 1.71367 | 50 | no | yes | 1.005578 | 4 | Frequently | no | 1 | no | 1.683957 | 0.704978 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.540375 | 42.006282 | no | no | 2.938031 | 2.705445 | Frequently | no | 1.333807 | yes | 1.877369 | 0.370973 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.06713 | 1.896734 | 59.895052 | yes | yes | 2.842102 | 3.34175 | Sometimes | no | 2 | no | 2.511157 | 0.560351 | no | Automobile | Insufficient_Weight |
Female | 23 | 1.710129 | 50.079991 | yes | yes | 2 | 3 | Frequently | no | 2.685842 | no | 0.373186 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 18 | 1.704193 | 50.631889 | no | yes | 2 | 3 | Sometimes | no | 2 | no | 0 | 1.525597 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.054008 | 1.556611 | 39.695295 | no | yes | 1.889199 | 2.217651 | Sometimes | no | 2.013605 | no | 2.075293 | 1.683261 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.845399 | 60 | yes | yes | 3 | 4 | Sometimes | no | 2 | no | 2 | 0 | no | Automobile | Insufficient_Weight |
Male | 17.491272 | 1.834637 | 59.990861 | yes | yes | 2.943749 | 4 | Sometimes | no | 2 | no | 2 | 0.128895 | no | Automobile | Insufficient_Weight |
Male | 18 | 1.721854 | 52.514302 | yes | yes | 2.33998 | 3 | Sometimes | no | 2 | no | 0.027433 | 1.884138 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.172661 | 1.605521 | 44.661461 | no | no | 3 | 2.893778 | Frequently | no | 1 | yes | 0.769726 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.220108 | 1.530266 | 42 | no | yes | 3 | 1 | Frequently | no | 1.954889 | no | 0 | 0.907868 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.71889 | 52.058335 | yes | yes | 1.950742 | 3 | Sometimes | no | 1.751723 | no | 0.201136 | 1.743319 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 19.96247 | 1.756338 | 54.98234 | yes | yes | 2.277436 | 3.502604 | Sometimes | no | 2.891713 | no | 1.696294 | 1.894902 | no | Public_Transportation | Insufficient_Weight |
Male | 17.580627 | 1.770324 | 55.695253 | yes | yes | 2 | 4 | Sometimes | no | 2.369627 | no | 2 | 1.612466 | no | Automobile | Insufficient_Weight |
Female | 21.125098 | 1.767479 | 56.265959 | yes | yes | 2.371338 | 3.998766 | Frequently | no | 2.263466 | no | 2 | 0.844004 | no | Public_Transportation | Insufficient_Weight |
Female | 22.033129 | 1.704223 | 51.437985 | yes | yes | 2.984425 | 3 | Frequently | no | 2.044694 | no | 2.008256 | 1.250871 | no | Public_Transportation | Insufficient_Weight |
Female | 20.744839 | 1.667852 | 49.803921 | yes | yes | 2.977018 | 3.193671 | Frequently | no | 2.482933 | no | 2 | 1 | no | Public_Transportation | Insufficient_Weight |
Female | 22.547298 | 1.722461 | 51.881263 | yes | yes | 2.663421 | 3 | Frequently | no | 1.04111 | no | 0.794402 | 1.391948 | no | Public_Transportation | Insufficient_Weight |
Female | 21.837996 | 1.588046 | 44.236067 | no | no | 3 | 1.69608 | Frequently | no | 2.550307 | no | 1.098862 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 23.035829 | 1.598612 | 42.993937 | no | no | 2.753752 | 2.812377 | Frequently | no | 2.346647 | no | 1.612248 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 21.529439 | 1.592379 | 44.00945 | no | no | 3 | 1.612747 | Frequently | no | 2.566629 | no | 1.190465 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 21.287999 | 1.555778 | 42.3601 | no | no | 2.318355 | 1.082304 | Frequently | no | 1.220365 | no | 0.033328 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 23.444286 | 1.596466 | 44.594588 | no | no | 2.594653 | 1.882158 | Frequently | no | 1.916812 | no | 0.417119 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 22.329041 | 1.598393 | 44.918255 | no | no | 2.886157 | 2.326233 | Frequently | no | 2.306821 | no | 1.42237 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 18.91505 | 1.633316 | 45 | no | yes | 3 | 3 | Sometimes | no | 2.924594 | yes | 1.352558 | 0.220087 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.559567 | 42.12617 | no | yes | 3 | 1.989398 | Sometimes | no | 2.241607 | no | 0.206025 | 0.284453 | no | Public_Transportation | Insufficient_Weight |
Female | 19.052833 | 1.546551 | 42.069992 | no | yes | 3 | 1.735493 | Sometimes | no | 2.318736 | no | 1.193486 | 0.74568 | no | Public_Transportation | Insufficient_Weight |
Female | 19.59904 | 1.566501 | 41.706283 | no | yes | 2.967853 | 1 | Frequently | no | 1.131185 | no | 0 | 0.504176 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 21 | 1.52 | 42 | no | yes | 3 | 1 | Frequently | no | 1 | no | 0 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.673262 | 1.599486 | 44.810751 | no | no | 3 | 2.974568 | Frequently | no | 1.145761 | yes | 0.87967 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.244359 | 1.559186 | 41.952805 | no | yes | 2.619835 | 1 | Frequently | no | 1.198883 | no | 0 | 0.751212 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.552695 | 1.523426 | 42 | no | yes | 3 | 1 | Frequently | no | 1.185062 | no | 0 | 0.076654 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 21 | 1.52 | 42 | no | yes | 3 | 1 | Frequently | no | 1 | no | 0 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 21.997683 | 1.689441 | 51.107925 | yes | yes | 3 | 3.715118 | Frequently | no | 1.774576 | no | 0.10297 | 0.646423 | no | Public_Transportation | Insufficient_Weight |
Female | 21.274628 | 1.737453 | 50.479039 | yes | yes | 3 | 3.489918 | Frequently | no | 1.326694 | no | 0.791929 | 0.128394 | no | Public_Transportation | Insufficient_Weight |
Female | 18.909439 | 1.732096 | 50 | no | yes | 1.053534 | 3.378859 | Sometimes | no | 1 | no | 1.853425 | 0.861809 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 22.396504 | 1.869098 | 61.411141 | yes | yes | 3 | 3.263201 | Sometimes | no | 2.233274 | no | 1.557737 | 0.000355 | Sometimes | Automobile | Insufficient_Weight |
Male | 19.084317 | 1.851123 | 61.264785 | yes | yes | 3 | 3.994588 | Sometimes | no | 2.548527 | no | 1.285976 | 0.267076 | Sometimes | Automobile | Insufficient_Weight |
Male | 21.084625 | 1.787264 | 58.585146 | yes | yes | 2.530233 | 3.24934 | Sometimes | no | 2.387945 | no | 1.976341 | 1.672508 | no | Automobile | Insufficient_Weight |
Male | 18.068767 | 1.787787 | 52 | yes | yes | 3 | 3 | Sometimes | no | 2 | no | 0.854337 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 21.813083 | 1.712515 | 51.710723 | yes | yes | 2.8813 | 3.087544 | Frequently | no | 1.24818 | no | 1.952427 | 0.427461 | no | Public_Transportation | Insufficient_Weight |
Male | 18.038422 | 1.698914 | 51.692272 | yes | yes | 2.824559 | 3 | Sometimes | no | 2 | no | 0.533309 | 1.099764 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.874591 | 1.533609 | 41.669346 | no | yes | 2.762325 | 1.163666 | Sometimes | no | 1.30491 | no | 0.25289 | 1.001405 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.21164 | 1.567981 | 41.934368 | no | yes | 2.070964 | 1 | Sometimes | no | 1.676975 | no | 0 | 1.718513 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.988581 | 1.544263 | 41.535047 | no | yes | 2.68601 | 1 | Sometimes | no | 1.310074 | no | 0 | 1.0647 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.408999 | 1.670552 | 49.804245 | no | yes | 2.794197 | 3.409363 | Sometimes | no | 1.543021 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.665881 | 1.676346 | 49.105025 | no | no | 2.720701 | 3 | Sometimes | no | 2 | no | 1.862235 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.758286 | 1.667404 | 49.125955 | no | no | 2.880792 | 3.281391 | Sometimes | no | 1.960131 | no | 1.513029 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 22.422674 | 1.70011 | 50.173425 | yes | yes | 2.674431 | 3 | Frequently | no | 2.453384 | no | 1.321624 | 1.990617 | no | Public_Transportation | Insufficient_Weight |
Male | 20.242237 | 1.75633 | 54.567343 | yes | yes | 2 | 3.98525 | Sometimes | no | 2.654078 | no | 2.113151 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 22.637018 | 1.703584 | 51.607091 | yes | yes | 2.55996 | 3 | Frequently | no | 1.990788 | no | 0.486006 | 1.561272 | no | Public_Transportation | Insufficient_Weight |
Female | 19.007177 | 1.690727 | 49.895716 | no | yes | 1.212908 | 3.207071 | Sometimes | no | 1.029703 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.288205 | 1.713564 | 50 | no | yes | 1.140615 | 3.471536 | Sometimes | no | 1 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.314429 | 1.67231 | 49.713944 | no | yes | 2.562409 | 3.488342 | Sometimes | no | 1.67062 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 27.14823 | 1.660446 | 49.558304 | yes | yes | 2.004146 | 3.443456 | Frequently | no | 2.020764 | no | 1.078719 | 1.26729 | no | Public_Transportation | Insufficient_Weight |
Female | 25.380557 | 1.630379 | 46.062954 | yes | yes | 2.690754 | 3.03779 | Frequently | no | 2.212296 | no | 1.616882 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 22.867719 | 1.655413 | 50.424661 | yes | yes | 3 | 3.642802 | Frequently | no | 1.995177 | no | 0.118271 | 0.065515 | no | Public_Transportation | Insufficient_Weight |
Male | 17.729923 | 1.732862 | 51.216463 | no | yes | 2.051283 | 2.645858 | Sometimes | no | 2.35752 | no | 0.291309 | 0.897942 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 16.834813 | 1.74402 | 50 | no | yes | 2.19005 | 3.420618 | Sometimes | no | 1.356405 | no | 1.351996 | 0.98468 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.521754 | 1.757958 | 52.09432 | no | yes | 2.21498 | 2.64155 | Sometimes | no | 2.121251 | no | 0.998391 | 0.85882 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.786758 | 51.524444 | no | yes | 2.91548 | 3 | Sometimes | no | 1.777486 | no | 1.077469 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.767058 | 51.132809 | yes | yes | 2.708965 | 3 | Sometimes | no | 1.873004 | no | 1.21718 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18.128249 | 1.699437 | 52.08657 | yes | yes | 2.853513 | 3 | Sometimes | no | 2 | no | 0.680464 | 1.258881 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.405104 | 1.82525 | 58.913579 | yes | yes | 2.580872 | 3.887906 | Sometimes | no | 2 | no | 2 | 0.453649 | no | Automobile | Insufficient_Weight |
Male | 19.72925 | 1.793315 | 58.19515 | yes | yes | 2.508835 | 3.435905 | Sometimes | no | 2.076933 | no | 2.026668 | 1.443328 | no | Automobile | Insufficient_Weight |
Male | 18.525834 | 1.776989 | 57.275946 | yes | yes | 2 | 3.747163 | Sometimes | no | 2.575535 | no | 2 | 1.84383 | no | Automobile | Insufficient_Weight |
Female | 18.595614 | 1.609495 | 42.656563 | no | yes | 2.896562 | 2.625475 | Sometimes | no | 2.839558 | yes | 1.949667 | 1.253311 | no | Public_Transportation | Insufficient_Weight |
Female | 16.613108 | 1.777929 | 44.762023 | no | yes | 2.911877 | 3.098399 | Sometimes | no | 2.196405 | no | 2.328147 | 1.55011 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 16.928791 | 1.710948 | 45.248627 | no | yes | 2.910733 | 3.12544 | Sometimes | no | 2.204263 | no | 2.407906 | 1.403037 | Sometimes | Public_Transportation | Insufficient_Weight |
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