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 | 1.622397 | 110.79263 | yes | yes | 3 | 3 | Sometimes | no | 2.704507 | no | 0 | 0.29499 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 21.853826 | 1.755643 | 137.796884 | yes | yes | 3 | 3 | Sometimes | no | 2.184707 | no | 1.978631 | 0.838957 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 21.90012 | 1.843419 | 165.057269 | yes | yes | 3 | 3 | Sometimes | no | 2.406541 | no | 0.10032 | 0.479221 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 18.306615 | 1.7456 | 133.03441 | yes | yes | 3 | 3 | Sometimes | no | 2.984323 | no | 1.586525 | 0.62535 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 26 | 1.630927 | 111.485516 | yes | yes | 3 | 3 | Sometimes | no | 2.444125 | no | 0 | 0.26579 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 26 | 1.629191 | 104.826776 | yes | yes | 3 | 3 | Sometimes | no | 2.654702 | no | 0 | 0.555468 | Sometimes | Public_Transportation | Obesity_Type_III |
Female | 21.849705 | 1.770612 | 133.963349 | yes | yes | 3 | 3 | Sometimes | no | 2.825629 | no | 1.399183 | 0.928972 | Sometimes | Public_Transportation | Obesity_Type_III |
Male | 19.799054 | 1.743702 | 54.927529 | yes | yes | 2 | 3.28926 | Sometimes | no | 2.847264 | no | 1.680844 | 2 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.188754 | 1.771915 | 55.695036 | yes | yes | 2 | 4 | Sometimes | no | 2.884033 | no | 2 | 1.340107 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 22.285024 | 1.75376 | 55.879263 | yes | yes | 2.450218 | 3.995147 | Sometimes | no | 2.147746 | no | 2 | 0.58998 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 22 | 1.675446 | 51.154201 | yes | yes | 3 | 3 | Frequently | no | 2.815293 | no | 1.978631 | 1 | no | Public_Transportation | Insufficient_Weight |
Female | 21.02497 | 1.666203 | 49.869791 | yes | yes | 3 | 3 | Frequently | no | 2.593459 | no | 2 | 1 | no | Public_Transportation | Insufficient_Weight |
Female | 22.038327 | 1.711467 | 51.965521 | yes | yes | 2.880161 | 3 | Frequently | no | 1.031354 | no | 2.206738 | 1.37465 | no | Public_Transportation | Insufficient_Weight |
Female | 21.243142 | 1.598019 | 44.845655 | no | no | 3 | 1.72626 | Frequently | no | 2.444125 | no | 1.31817 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 22.142432 | 1.59611 | 42.848033 | no | no | 3 | 2.581015 | Frequently | no | 2.654702 | no | 0.902095 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 21.962426 | 1.57206 | 43.919835 | no | no | 3 | 1.600812 | Frequently | no | 2.651258 | no | 0.600817 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 21.491055 | 1.586952 | 43.087508 | no | no | 2.00876 | 1.73762 | Frequently | no | 1.792022 | no | 0.119643 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 22.717943 | 1.59559 | 44.581159 | no | no | 2.596579 | 1.10548 | Frequently | no | 1.490613 | no | 0.345684 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 23.501249 | 1.6 | 45 | no | no | 2.591439 | 3 | Frequently | no | 2.074048 | no | 1.679935 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 18.535075 | 1.688025 | 45 | no | yes | 3 | 3 | Sometimes | no | 3 | yes | 2.539762 | 1.283673 | no | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.556211 | 42.339767 | no | yes | 3 | 2.0846 | Sometimes | no | 2.13755 | yes | 0.196152 | 0.062488 | no | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.564199 | 42.096062 | no | yes | 3 | 1.894384 | Sometimes | no | 2.456581 | yes | 1.596576 | 0.9974 | no | Public_Transportation | Insufficient_Weight |
Female | 20.254534 | 1.56948 | 41.324558 | no | yes | 2.392665 | 1 | Frequently | no | 1 | no | 0 | 0.738269 | 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 | 20.225396 | 1.550648 | 44.641796 | no | yes | 3 | 2.857787 | Frequently | no | 1 | no | 0.754646 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.86997 | 1.520997 | 42 | no | yes | 3 | 1 | Frequently | no | 1.527036 | no | 0 | 0.860497 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.147114 | 1.528011 | 42 | no | yes | 3 | 1 | Frequently | no | 1.322669 | no | 0 | 0.478676 | 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 | 21.996523 | 1.733263 | 50.890363 | no | no | 3 | 3.765526 | Frequently | no | 1.656082 | no | 0.42777 | 0.555967 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 21.376426 | 1.722527 | 50.833029 | no | no | 3 | 3.285167 | Frequently | no | 1.569082 | no | 0.545931 | 0.469735 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.724106 | 1.734832 | 50 | no | no | 1.123939 | 4 | Frequently | no | 1 | no | 1.303976 | 0.371941 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 23 | 1.882779 | 64.106108 | yes | yes | 3 | 3 | Sometimes | no | 2.843777 | no | 1.488843 | 0.009254 | Sometimes | Automobile | Insufficient_Weight |
Male | 22.851834 | 1.854592 | 63.611109 | yes | yes | 3 | 3.691226 | Sometimes | no | 2.650989 | no | 1.228136 | 0.8324 | Sometimes | Automobile | Insufficient_Weight |
Male | 23 | 1.835643 | 58.854416 | yes | yes | 3 | 3 | Sometimes | no | 2.027984 | no | 1.661556 | 0.114716 | Sometimes | Automobile | Insufficient_Weight |
Male | 18.216032 | 1.755507 | 52 | yes | yes | 3 | 3 | Frequently | no | 2 | no | 0.658894 | 1 | no | Public_Transportation | Insufficient_Weight |
Male | 21.81119 | 1.71266 | 51.598593 | yes | yes | 3 | 3.156153 | Frequently | no | 1.253803 | no | 0.544784 | 0.256382 | no | Public_Transportation | Insufficient_Weight |
Male | 18.164768 | 1.694265 | 52 | yes | yes | 3 | 3 | Frequently | no | 2 | no | 0.819682 | 1 | no | Public_Transportation | Insufficient_Weight |
Female | 18.871794 | 1.586895 | 41.452385 | no | yes | 2 | 1.07976 | Sometimes | no | 1 | no | 0.194745 | 1.547086 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.766033 | 1.579561 | 41.890204 | no | yes | 2.027574 | 1 | Sometimes | no | 1.636326 | no | 0 | 1.906141 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.540535 | 1.564568 | 41.397378 | no | yes | 2.658112 | 1 | Sometimes | no | 1.298165 | no | 0 | 1.639326 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.88036 | 1.670635 | 49.742931 | no | no | 2.88626 | 3.559841 | Frequently | no | 1.632004 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.717249 | 1.688426 | 49.660995 | no | no | 2.714447 | 3 | Frequently | no | 2 | no | 1.903182 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.633898 | 1.66084 | 49.039794 | no | no | 2.750715 | 3 | Frequently | no | 2 | no | 1.067817 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 23 | 1.710182 | 50.287967 | yes | yes | 2 | 3 | Frequently | no | 2.099863 | no | 1.63581 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 20.406871 | 1.755978 | 53.699561 | yes | yes | 2 | 3.891994 | Frequently | no | 1.86393 | no | 2.870127 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 23 | 1.728834 | 51.442293 | yes | yes | 2 | 3 | Frequently | no | 1.229915 | no | 0.619533 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 19.058511 | 1.662017 | 49.838965 | no | yes | 1.4925 | 3 | Sometimes | no | 1.049134 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.827008 | 1.7 | 50 | no | yes | 1 | 3.240578 | Sometimes | no | 1 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.314964 | 1.661403 | 49.932199 | no | yes | 2.205439 | 3 | Sometimes | no | 1.530531 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 29.970445 | 1.610863 | 49.516027 | yes | yes | 2.059138 | 3.904858 | Frequently | no | 2 | no | 0.821977 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 32.383858 | 1.640688 | 46.655622 | yes | yes | 3 | 3.11158 | Frequently | no | 2.721769 | no | 1.44287 | 0 | no | Public_Transportation | Insufficient_Weight |
Female | 24.163526 | 1.64603 | 49.839685 | yes | yes | 3 | 3.590039 | Frequently | no | 2.7305 | no | 0.107078 | 0 | no | Public_Transportation | Insufficient_Weight |
Male | 17.038222 | 1.710564 | 51.588874 | no | yes | 2 | 2.057935 | Sometimes | no | 2.371015 | no | 0.288032 | 0.714627 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 16.30687 | 1.752755 | 50 | no | yes | 2.310423 | 3.558637 | Sometimes | no | 1.787843 | no | 1.926592 | 0.828549 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 16.198153 | 1.691007 | 52.629374 | no | yes | 2 | 2.000986 | Sometimes | no | 2.673835 | no | 0.99295 | 0.474836 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.753349 | 51.457226 | no | yes | 2.823179 | 3 | Sometimes | no | 1.773236 | no | 1.252472 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.781543 | 50.869704 | no | yes | 2.052932 | 3 | Sometimes | no | 2 | no | 0.520408 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.755823 | 52.331172 | no | yes | 2.596364 | 3 | Sometimes | no | 2 | no | 0.281734 | 1.488372 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.486869 | 1.836669 | 58.943347 | yes | yes | 2.767731 | 3.821168 | Sometimes | no | 2 | no | 2 | 0.556245 | no | Automobile | Insufficient_Weight |
Male | 19.920629 | 1.768493 | 57.790381 | yes | yes | 2 | 3.897078 | Sometimes | no | 2.622638 | no | 2 | 1.894105 | no | Automobile | Insufficient_Weight |
Male | 18.426619 | 1.777108 | 57.145917 | yes | yes | 2 | 3.092116 | Sometimes | no | 2.426465 | no | 2 | 1.839862 | no | Automobile | Insufficient_Weight |
Female | 17.082867 | 1.640824 | 43.365005 | no | yes | 2.815157 | 3 | Sometimes | no | 2.911187 | no | 2.595128 | 1.380204 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 17.000433 | 1.584951 | 44.411801 | no | yes | 2.737762 | 3 | Sometimes | no | 2.310921 | no | 2.240714 | 1.59257 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 16.270434 | 1.818268 | 47.124717 | no | yes | 3 | 3.286431 | Sometimes | no | 2.148146 | no | 2.458237 | 1.273333 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17.908114 | 1.793926 | 59.682591 | yes | yes | 2.568063 | 4 | Sometimes | no | 2 | no | 2 | 0.220029 | no | Automobile | Insufficient_Weight |
Male | 17.120699 | 1.809251 | 58.968994 | yes | yes | 2.524428 | 4 | Sometimes | no | 2 | no | 2 | 0.03838 | no | Automobile | Insufficient_Weight |
Male | 19.329542 | 1.767335 | 55.700497 | yes | yes | 2 | 4 | Sometimes | no | 2.157395 | no | 2 | 1.679149 | no | Automobile | Insufficient_Weight |
Female | 22.377998 | 1.699568 | 54.98774 | yes | yes | 3 | 3 | Frequently | no | 2 | no | 0.139808 | 0.875464 | no | Public_Transportation | Insufficient_Weight |
Female | 20.954955 | 1.759358 | 55.01045 | yes | yes | 2.971574 | 3.592415 | Frequently | no | 2.894678 | no | 2 | 1.009632 | no | Public_Transportation | Insufficient_Weight |
Female | 22.991668 | 1.740295 | 54.166453 | yes | yes | 3 | 3 | Frequently | no | 2.025279 | no | 2 | 0.152985 | no | Public_Transportation | Insufficient_Weight |
Female | 19.300435 | 1.739354 | 49.649613 | no | yes | 3 | 3.754599 | Sometimes | no | 1.692112 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 17.065445 | 1.647811 | 49.603807 | no | yes | 3 | 3.566082 | Sometimes | no | 1.438398 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.084967 | 1.768435 | 49.597765 | no | yes | 3 | 3.725797 | Sometimes | no | 1.191401 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.024853 | 1.7 | 50 | no | yes | 1.0816 | 3.520555 | Frequently | no | 1.016968 | no | 0.651412 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.833682 | 1.699464 | 49.676046 | no | yes | 1.270448 | 3.731212 | Frequently | no | 1.876915 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 17.767432 | 1.74379 | 50 | no | yes | 1.344854 | 4 | Frequently | no | 1 | no | 2 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.504696 | 1.590317 | 42.367615 | no | no | 2.959658 | 3 | Frequently | no | 1 | no | 1.522399 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.950605 | 1.527133 | 42 | no | no | 2.725282 | 1.259803 | Frequently | no | 1 | no | 1.37467 | 0 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19 | 1.530875 | 42 | no | no | 2.844607 | 1.273128 | Frequently | no | 1.69551 | no | 0.260079 | 0.635867 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 17 | 1.848294 | 59.409018 | yes | yes | 2.44004 | 3 | Sometimes | no | 2 | no | 2.784471 | 1 | no | Automobile | Insufficient_Weight |
Male | 17 | 1.824414 | 59.295172 | yes | yes | 2.432302 | 3 | Sometimes | no | 2 | no | 2.349495 | 1 | no | Automobile | Insufficient_Weight |
Male | 18.525525 | 1.856633 | 59.258372 | yes | yes | 2.592247 | 3.304123 | Sometimes | no | 2.036764 | no | 2.038653 | 1.119877 | no | Automobile | Insufficient_Weight |
Female | 22.926352 | 1.715597 | 50 | yes | yes | 2.449267 | 3.647154 | Frequently | no | 1.266018 | no | 0.866045 | 0.097234 | no | Public_Transportation | Insufficient_Weight |
Female | 21.785351 | 1.675054 | 49.945233 | yes | yes | 2.929889 | 3 | Frequently | no | 2.792074 | no | 0.630944 | 1.366355 | no | Public_Transportation | Insufficient_Weight |
Female | 23 | 1.717601 | 51.073918 | yes | yes | 2 | 3 | Frequently | no | 1.426874 | no | 2.20208 | 2 | no | Public_Transportation | Insufficient_Weight |
Female | 17.402028 | 1.710756 | 50 | no | yes | 2.015258 | 3.300666 | Sometimes | no | 1.315608 | no | 0.069802 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18 | 1.7 | 50 | no | yes | 1.031149 | 3 | Sometimes | no | 1.963628 | no | 0.028202 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.48207 | 1.7 | 50 | no | yes | 1.592183 | 3.535016 | Sometimes | no | 1.086391 | no | 0.618913 | 1 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 18.53084 | 1.573816 | 39.850137 | no | yes | 1.21498 | 1.717608 | Sometimes | no | 1.179942 | no | 0.684739 | 2 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 19.94814 | 1.530884 | 39.371523 | no | yes | 1.522001 | 3 | Sometimes | no | 1.98126 | no | 2.306844 | 0.720454 | Sometimes | Public_Transportation | Insufficient_Weight |
Female | 20.400053 | 1.529724 | 40.343463 | no | yes | 2.703436 | 2.884479 | Sometimes | no | 1.439962 | no | 0.144627 | 0.322307 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 19.556729 | 1.767563 | 56.307019 | yes | yes | 2.362918 | 4 | Sometimes | no | 2.358172 | no | 2 | 0.939819 | no | Automobile | Insufficient_Weight |
Male | 17.70368 | 1.883364 | 60 | yes | yes | 3 | 3.626815 | Sometimes | no | 2 | no | 2.011519 | 0.456462 | no | Automobile | Insufficient_Weight |
Male | 18.274358 | 1.824655 | 58.621349 | yes | yes | 2.14084 | 4 | Sometimes | no | 2.931438 | no | 2 | 1.164457 | no | Automobile | Insufficient_Weight |
Male | 18 | 1.840138 | 60 | yes | yes | 3 | 4 | Sometimes | no | 2 | no | 2 | 0 | no | Automobile | Insufficient_Weight |
Male | 17.210933 | 1.819557 | 58.325122 | yes | yes | 2.5596 | 4 | Sometimes | no | 2 | no | 2 | 0.331483 | no | Automobile | Insufficient_Weight |
Male | 17.469417 | 1.798645 | 59.612717 | yes | yes | 2.336044 | 4 | Sometimes | no | 2 | no | 2 | 0.133005 | no | Automobile | Insufficient_Weight |
Male | 18 | 1.7108 | 50.92538 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 0 | 1.593704 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.70653 | 51.121749 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 0 | 1.329237 | Sometimes | Public_Transportation | Insufficient_Weight |
Male | 18 | 1.716691 | 51.149283 | yes | yes | 1.813234 | 3 | Sometimes | no | 1.274815 | no | 0.520407 | 1.673584 | Sometimes | Public_Transportation | Insufficient_Weight |
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