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 | 22.591026 | 1.650012 | 87.676154 | yes | yes | 2.983851 | 1.068443 | Sometimes | no | 2.854161 | no | 1.103209 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 16.129279 | 1.65 | 85.583485 | yes | yes | 2.954996 | 3 | Sometimes | no | 1 | no | 2.091862 | 1.06053 | no | Public_Transportation | Obesity_Type_I |
Female | 16.913841 | 1.634832 | 85.803809 | yes | yes | 2.061969 | 3 | Sometimes | no | 1.229171 | no | 2.392047 | 1.256119 | no | Public_Transportation | Obesity_Type_I |
Male | 29.43879 | 1.770126 | 108.602715 | yes | yes | 3 | 3 | Sometimes | no | 1.163264 | no | 1.866023 | 1.604608 | Sometimes | Automobile | Obesity_Type_I |
Male | 29.881301 | 1.758189 | 108.721893 | yes | yes | 3 | 3 | Sometimes | no | 1.271178 | no | 1.944728 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 43.591999 | 1.595165 | 77.354744 | yes | yes | 2 | 3 | Sometimes | no | 2.117346 | no | 0 | 0 | no | Automobile | Obesity_Type_I |
Female | 40.993179 | 1.567756 | 79.493626 | yes | yes | 2 | 3 | Sometimes | no | 2.952506 | no | 0 | 0 | no | Automobile | Obesity_Type_I |
Male | 22.936098 | 1.702825 | 93.638318 | yes | yes | 2 | 3 | Sometimes | no | 1.746197 | no | 0.455216 | 0.335158 | no | Public_Transportation | Obesity_Type_I |
Male | 23 | 1.735659 | 93.429205 | yes | yes | 2 | 3 | Sometimes | no | 1.249307 | no | 0.973465 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 37.597953 | 1.62901 | 80 | yes | yes | 2.450784 | 2.952821 | Sometimes | no | 1.335192 | no | 0.180276 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 37.532066 | 1.615385 | 80 | yes | yes | 2.972426 | 3 | Sometimes | no | 1.636326 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 31.630054 | 1.671705 | 90 | yes | yes | 2.467002 | 1.851088 | Sometimes | no | 2.104054 | no | 1.991565 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 31.641081 | 1.676595 | 89.993812 | yes | yes | 2.934671 | 2.119682 | Sometimes | no | 2.041462 | no | 0.578074 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 21.872484 | 1.699998 | 95.564428 | yes | yes | 2 | 2.970675 | Sometimes | no | 2 | no | 0 | 0.169294 | no | Public_Transportation | Obesity_Type_I |
Male | 21.834894 | 1.722785 | 94.094184 | yes | yes | 2 | 2.966803 | Sometimes | no | 2 | no | 0 | 1.281541 | no | Public_Transportation | Obesity_Type_I |
Male | 36.023972 | 1.670667 | 90.575934 | yes | yes | 2.903545 | 1.508685 | Sometimes | no | 2.450069 | no | 1.45473 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 39.656559 | 1.789992 | 98.021766 | yes | yes | 2.043359 | 2.209314 | Sometimes | no | 2.785804 | no | 1.259613 | 0.669616 | Sometimes | Automobile | Obesity_Type_I |
Male | 24.184891 | 1.768834 | 97.449743 | yes | yes | 2 | 3 | Sometimes | no | 2.973729 | no | 2.491642 | 1.36595 | no | Public_Transportation | Obesity_Type_I |
Male | 23.237302 | 1.761008 | 97.829344 | yes | yes | 2 | 3 | Sometimes | no | 2.988771 | no | 2.429923 | 1.978043 | no | Public_Transportation | Obesity_Type_I |
Male | 35.322112 | 1.78 | 102.265955 | yes | yes | 2.787589 | 1.114564 | Sometimes | no | 3 | no | 2.710338 | 0.572185 | Sometimes | Automobile | Obesity_Type_I |
Male | 31.387982 | 1.810215 | 105.254354 | yes | yes | 2.39728 | 2.036794 | Sometimes | no | 2.659419 | no | 1.062011 | 1.771135 | Sometimes | Automobile | Obesity_Type_I |
Female | 23 | 1.608469 | 82.954796 | yes | yes | 2.150054 | 2.988539 | Sometimes | no | 2.768325 | no | 2.08515 | 0 | no | Public_Transportation | Obesity_Type_I |
Female | 23 | 1.630357 | 83.1011 | yes | yes | 2.977585 | 1.630506 | Sometimes | no | 2.839319 | no | 1.091474 | 0.889517 | no | Public_Transportation | Obesity_Type_I |
Female | 22.679454 | 1.62826 | 82.967937 | yes | yes | 2.274491 | 1 | Sometimes | no | 2.2695 | no | 0.946461 | 1.73107 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 22.480889 | 1.605662 | 82.470375 | yes | yes | 1.557287 | 1 | Sometimes | no | 2.371015 | no | 0.288032 | 2 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 41.403862 | 1.567973 | 81.056851 | yes | yes | 2.152264 | 2.977999 | Sometimes | no | 1.513199 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 40.702771 | 1.548403 | 80 | yes | yes | 2 | 3 | Sometimes | no | 1.326165 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 29.389239 | 1.681855 | 90 | yes | yes | 2.08841 | 2.644692 | Sometimes | no | 2.773236 | no | 1.252472 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 30.967417 | 1.688436 | 90 | yes | yes | 2.180047 | 2.733077 | Sometimes | no | 2.77962 | no | 1.454129 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 23.474165 | 1.577115 | 78 | yes | yes | 2 | 1 | Sometimes | no | 2 | no | 0.876101 | 0 | no | Public_Transportation | Obesity_Type_I |
Female | 24.317607 | 1.586751 | 79.109029 | yes | yes | 2 | 1 | Sometimes | no | 2 | no | 0.852446 | 0 | no | Public_Transportation | Obesity_Type_I |
Male | 17.052914 | 1.710616 | 99.860254 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 0.067491 | 0.894105 | no | Public_Transportation | Obesity_Type_I |
Male | 18.04892 | 1.721384 | 99.430612 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 1.579431 | 0.839862 | no | Public_Transportation | Obesity_Type_I |
Female | 22.875223 | 1.624367 | 82 | yes | yes | 1.826885 | 1 | Sometimes | no | 2 | no | 0 | 0.459274 | no | Public_Transportation | Obesity_Type_I |
Female | 22.884722 | 1.622787 | 82 | yes | yes | 1.754401 | 1 | Sometimes | no | 2 | no | 0 | 0.301909 | no | Public_Transportation | Obesity_Type_I |
Male | 18.729566 | 1.855433 | 112.875283 | yes | yes | 2 | 2.427137 | Sometimes | no | 2.574073 | no | 1 | 2 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 21.011124 | 1.856315 | 118.183797 | yes | yes | 2 | 3 | Sometimes | no | 3 | no | 0.788585 | 1.220029 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 18.603496 | 1.681719 | 90.671871 | yes | yes | 1.524428 | 3 | Sometimes | no | 1.383831 | no | 0.130417 | 1 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 21.106056 | 1.722884 | 92.949254 | yes | yes | 1.164062 | 3 | Sometimes | no | 1.157395 | no | 0 | 0.320851 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 23 | 1.799406 | 106.528811 | yes | yes | 2.123159 | 3 | Sometimes | no | 2.415343 | no | 0.295178 | 0.569852 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 21.980847 | 1.819875 | 106.048516 | yes | yes | 2 | 3 | Sometimes | no | 2.745242 | no | 0 | 0.80898 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 21.016665 | 1.790172 | 105.042194 | yes | yes | 2.259679 | 3 | Sometimes | no | 1.026143 | no | 0.268801 | 0.077818 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 21.72738 | 1.783782 | 105.000276 | yes | yes | 2.044326 | 3 | Sometimes | no | 2.35818 | no | 0.349371 | 0 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 18 | 1.783906 | 109.207614 | yes | yes | 2 | 1.867836 | Sometimes | no | 2.438398 | no | 1 | 0.802305 | no | Public_Transportation | Obesity_Type_I |
Male | 18 | 1.844218 | 109.195529 | yes | yes | 2 | 1.548407 | Sometimes | no | 2.191401 | no | 1 | 1.676944 | no | Public_Transportation | Obesity_Type_I |
Female | 19.431662 | 1.631662 | 82 | yes | yes | 2.843456 | 2.937989 | Sometimes | no | 1.001995 | no | 0 | 1.554404 | no | Public_Transportation | Obesity_Type_I |
Female | 18.166318 | 1.649553 | 82.323954 | yes | yes | 2.864776 | 3 | Sometimes | no | 1.876915 | no | 0.631565 | 0.186414 | no | Public_Transportation | Obesity_Type_I |
Male | 22.352025 | 1.754711 | 105.000706 | yes | yes | 2.871137 | 3 | Sometimes | no | 2.627569 | no | 1 | 0 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 22.469351 | 1.762515 | 105.000097 | yes | yes | 2.282803 | 3 | Sometimes | no | 2.104264 | no | 1 | 0 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 19.524698 | 1.942725 | 121.657979 | yes | yes | 2 | 3 | Sometimes | no | 3 | no | 1 | 1.014808 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 20.491475 | 1.975663 | 120.702935 | yes | yes | 2 | 3 | Sometimes | no | 3 | no | 0.767013 | 1 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 39.213399 | 1.586301 | 80 | yes | yes | 2.020502 | 1.237454 | Sometimes | no | 1.93142 | no | 1.967973 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 38.098745 | 1.598448 | 80 | yes | yes | 2.020785 | 1.169173 | Sometimes | no | 1.972551 | no | 1.903338 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 19.034033 | 1.703098 | 98.296651 | yes | yes | 2 | 2.391753 | Sometimes | no | 2 | no | 0 | 1.119877 | no | Public_Transportation | Obesity_Type_I |
Male | 17.073648 | 1.706996 | 99.544696 | yes | yes | 2 | 3 | Sometimes | no | 2 | no | 1.73209 | 0.048617 | no | Public_Transportation | Obesity_Type_I |
Female | 38.547267 | 1.526472 | 75.150345 | yes | yes | 2 | 3 | Sometimes | no | 1.084442 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 38.683794 | 1.501993 | 76.642944 | yes | yes | 2 | 3 | Sometimes | no | 1 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 18 | 1.784402 | 108.413119 | yes | yes | 2 | 2.475444 | Sometimes | no | 2.655795 | no | 1 | 0.169879 | no | Public_Transportation | Obesity_Type_I |
Male | 18 | 1.792687 | 108.204547 | yes | yes | 2 | 2.478794 | Sometimes | no | 2.967064 | no | 1 | 0.4346 | no | Public_Transportation | Obesity_Type_I |
Male | 29.622804 | 1.814052 | 109.411622 | yes | yes | 2.407817 | 2.070033 | Sometimes | no | 1.796257 | no | 1.234483 | 0.178708 | Sometimes | Automobile | Obesity_Type_I |
Male | 30.79626 | 1.789421 | 109.599453 | yes | yes | 2.21498 | 2.282392 | Sometimes | no | 1.179942 | no | 1.771754 | 0.537659 | Sometimes | Automobile | Obesity_Type_I |
Female | 18 | 1.686904 | 90.004046 | yes | yes | 2.737149 | 3 | Sometimes | no | 1.997195 | no | 1.352663 | 0.468483 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 18.107092 | 1.703259 | 91.499683 | yes | yes | 1.899793 | 3 | Sometimes | no | 1.439962 | no | 0.9529 | 0.838847 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 31.335093 | 1.665798 | 89.738596 | yes | yes | 2.274164 | 1.049534 | Sometimes | no | 1.358172 | no | 1.482411 | 0 | Sometimes | Automobile | Obesity_Type_I |
Male | 29 | 1.66671 | 89.048151 | yes | yes | 1.897796 | 3 | Sometimes | no | 1.193039 | no | 0.011519 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 18.011903 | 1.65 | 84.210535 | yes | yes | 2.85916 | 3 | Sometimes | no | 1 | no | 1.020525 | 0.786066 | no | Public_Transportation | Obesity_Type_I |
Female | 18 | 1.649439 | 84.897738 | yes | yes | 2 | 3 | Sometimes | no | 1.039313 | no | 1 | 0 | no | Public_Transportation | Obesity_Type_I |
Male | 21.077356 | 1.702002 | 97.971598 | yes | yes | 2 | 1.66338 | Sometimes | no | 2 | no | 0 | 1.865851 | no | Public_Transportation | Obesity_Type_I |
Male | 21.052016 | 1.69382 | 99.530971 | yes | yes | 2 | 1.672751 | Sometimes | no | 2 | no | 0 | 1.946173 | no | Public_Transportation | Obesity_Type_I |
Female | 18.078256 | 1.622999 | 82.403076 | yes | yes | 2.340405 | 3 | Sometimes | no | 1.655245 | no | 1.006884 | 0.548539 | no | Public_Transportation | Obesity_Type_I |
Female | 18.063582 | 1.633675 | 82.459577 | yes | yes | 2.921576 | 3 | Sometimes | no | 1.003636 | no | 1.000227 | 0.905596 | no | Public_Transportation | Obesity_Type_I |
Male | 20.418832 | 1.836669 | 105.257543 | yes | yes | 2 | 3 | Sometimes | no | 2.793505 | no | 2.21939 | 0.202902 | no | Public_Transportation | Obesity_Type_I |
Male | 20.580984 | 1.798354 | 103.705418 | yes | yes | 2 | 3 | Sometimes | no | 2.401315 | no | 2.891986 | 0 | no | Public_Transportation | Obesity_Type_I |
Male | 26.032416 | 1.824432 | 105.131956 | yes | yes | 3 | 3 | Sometimes | no | 2.110611 | no | 1.890907 | 1.58483 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 25.955361 | 1.830384 | 105.479313 | yes | yes | 3 | 3 | Sometimes | no | 2.480277 | no | 1.796779 | 1.596562 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 26.015448 | 1.829907 | 105.436173 | yes | yes | 3 | 3 | Sometimes | no | 2.224914 | no | 1.781589 | 1.59405 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 25.920738 | 1.823755 | 105.800158 | yes | yes | 2.92711 | 3 | Sometimes | no | 2.151496 | no | 1.166064 | 1.509831 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 29.633715 | 1.834842 | 105.19936 | yes | yes | 2.805533 | 3 | Sometimes | no | 1.882847 | no | 2 | 0.70778 | Sometimes | Automobile | Obesity_Type_I |
Male | 32.895637 | 1.783901 | 103.771371 | yes | yes | 2.902469 | 1.734762 | Sometimes | no | 2.600238 | no | 2.113992 | 0.584755 | Sometimes | Automobile | Obesity_Type_I |
Male | 38.748307 | 1.782067 | 103.586342 | yes | yes | 2.845961 | 1.92822 | Sometimes | no | 2.642273 | no | 2.999918 | 1 | Frequently | Automobile | Obesity_Type_I |
Male | 39.685846 | 1.781032 | 96.303855 | yes | yes | 2.252698 | 2.475228 | Sometimes | no | 2.923856 | no | 2.165429 | 0.616045 | Frequently | Automobile | Obesity_Type_I |
Female | 33.226808 | 1.557943 | 77.647716 | yes | yes | 2.02091 | 2.093831 | Sometimes | no | 1.506518 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 26.220065 | 1.560258 | 78.435904 | yes | yes | 2.108163 | 1.231915 | Sometimes | no | 1.808127 | no | 0 | 0 | Sometimes | Automobile | Obesity_Type_I |
Female | 23.090215 | 1.596586 | 80.726195 | yes | yes | 1.518966 | 1 | Sometimes | no | 2 | no | 0 | 1.094046 | no | Public_Transportation | Obesity_Type_I |
Female | 24.565628 | 1.62093 | 81.718232 | yes | yes | 2.260543 | 1.374791 | Sometimes | no | 1.947935 | no | 0 | 0.078607 | no | Public_Transportation | Obesity_Type_I |
Female | 42.586285 | 1.571417 | 81.918809 | yes | yes | 2.522183 | 1.326982 | Sometimes | no | 1.872673 | no | 1.048507 | 0 | no | Automobile | Obesity_Type_I |
Female | 43.719395 | 1.584322 | 80.986496 | yes | yes | 2.186322 | 2.900915 | Sometimes | no | 2.471033 | no | 0.256113 | 0 | no | Automobile | Obesity_Type_I |
Female | 43.37634 | 1.582523 | 81.919454 | yes | yes | 2.76632 | 1.317884 | Sometimes | no | 1.889341 | no | 0.990642 | 0 | no | Automobile | Obesity_Type_I |
Female | 39.648946 | 1.572791 | 80.086524 | yes | yes | 2.071622 | 2.977909 | Sometimes | no | 1.468297 | no | 0 | 0 | no | Automobile | Obesity_Type_I |
Female | 22.693989 | 1.627908 | 82 | yes | yes | 1.918251 | 1.355752 | Sometimes | no | 1.998108 | no | 0 | 1.382906 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 22.676243 | 1.620938 | 82.283185 | yes | yes | 1.967061 | 1 | Sometimes | no | 2.548651 | no | 0.249264 | 1.516731 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 22.804818 | 1.613119 | 82.636162 | yes | yes | 2.964419 | 1 | Sometimes | no | 2.977516 | no | 0.742113 | 2 | Sometimes | Public_Transportation | Obesity_Type_I |
Female | 22.857123 | 1.62686 | 82.410189 | yes | yes | 2.640801 | 1.015488 | Sometimes | no | 2.022355 | no | 0.244749 | 0.289218 | Sometimes | Public_Transportation | Obesity_Type_I |
Male | 23.096353 | 1.728183 | 97.959899 | yes | yes | 2 | 2.986172 | Sometimes | no | 2.364208 | no | 2.492402 | 1.632506 | no | Public_Transportation | Obesity_Type_I |
Male | 22.815416 | 1.732694 | 98.44113 | yes | yes | 2 | 2.993623 | Sometimes | no | 2.326635 | no | 2.236586 | 1.529423 | no | Public_Transportation | Obesity_Type_I |
Female | 21.02064 | 1.65 | 88.129437 | yes | yes | 2.870152 | 1.001383 | Sometimes | no | 3 | no | 1.322558 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 21.001458 | 1.65 | 88.026943 | yes | yes | 2.482575 | 1.001542 | Sometimes | no | 3 | no | 1.751656 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 22.87795 | 1.66913 | 86.002736 | yes | yes | 2.290095 | 2.590283 | Sometimes | no | 2.506296 | no | 0.312254 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 22.847618 | 1.669136 | 85.568385 | yes | yes | 2.074843 | 1.773916 | Sometimes | no | 2.428271 | no | 0.035091 | 1 | no | Public_Transportation | Obesity_Type_I |
Female | 23 | 1.611058 | 84.191125 | yes | yes | 2.14128 | 2.989112 | Sometimes | no | 2.519841 | no | 2.11137 | 0.013483 | no | Public_Transportation | Obesity_Type_I |
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