Split (2)

train · 1.69k rows

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	19.911246	1.530248	68.85097	yes	no	2.258795	3.53009	Sometimes	no	1.172186	no	0.678943	1	no	Public_Transportation	Overweight_Level_II
Male	17	1.62	69	yes	yes	3	1	Always	no	2	yes	1	2	Sometimes	Public_Transportation	Overweight_Level_I
Female	21	1.72	66.5	yes	yes	3	4	Always	no	3	no	0	2	no	Public_Transportation	Normal_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
Female	26	1.624576	110.803117	yes	yes	3	3	Sometimes	no	2.704827	no	0	0.269577	Sometimes	Public_Transportation	Obesity_Type_III
Male	18.068767	1.787787	52	yes	yes	3	3	Sometimes	no	2	no	0.854337	1	Sometimes	Public_Transportation	Insufficient_Weight
Female	21.979769	1.6	66.126964	yes	yes	2.213135	3	Sometimes	no	2.046766	no	2.172546	0	Sometimes	Public_Transportation	Overweight_Level_I
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	24.023972	1.599697	64.808022	no	yes	2.903545	3	Sometimes	no	1.549931	no	0	0.273882	Sometimes	Public_Transportation	Overweight_Level_I
Female	18	1.45	53	no	yes	2	3	Frequently	no	2	yes	1	2	Frequently	Public_Transportation	Overweight_Level_I
Male	27.991467	1.82559	120.860386	yes	yes	3	3	Sometimes	no	3	no	0.691369	1.415536	Sometimes	Public_Transportation	Obesity_Type_II
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	26	1.65632	111.93301	yes	yes	3	3	Sometimes	no	2.774014	no	0	0.138418	Sometimes	Public_Transportation	Obesity_Type_III
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
Female	22	1.7	66	yes	no	3	3	Always	no	2	yes	2	1	Sometimes	Public_Transportation	Normal_Weight
Male	23.451595	1.670227	75	yes	yes	2	3	Sometimes	no	2	no	0.129163	1.983678	Sometimes	Public_Transportation	Overweight_Level_I
Male	55.24625	1.769269	80.491339	no	yes	2	3	Sometimes	no	2	no	1	0	no	Automobile	Overweight_Level_II
Male	30.976932	1.755333	118.237782	yes	yes	2.938616	3	Sometimes	no	2.06039	no	0.371508	1.333559	Sometimes	Automobile	Obesity_Type_II
Female	18.367481	1.745644	133.665587	yes	yes	3	3	Sometimes	no	2.900857	no	1.508897	0.625371	Sometimes	Public_Transportation	Obesity_Type_III
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	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	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	18	1.6	51	yes	yes	2	3	Frequently	no	1	no	1	1	Sometimes	Public_Transportation	Normal_Weight
Female	25.289428	1.686033	104.772164	yes	yes	3	3	Sometimes	no	1.299194	no	0.234303	0.946888	Sometimes	Public_Transportation	Obesity_Type_III
Female	23	1.66	60	yes	yes	2	1	Sometimes	no	1	no	1	1	Sometimes	Public_Transportation	Normal_Weight
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	25.057878	1.763987	113.069667	yes	yes	1.412566	3	Sometimes	no	2.002495	no	1.592795	0.001867	Sometimes	Public_Transportation	Obesity_Type_II
Male	22.177099	1.741353	96.738014	yes	yes	2	3	Sometimes	no	2.697661	no	2.614909	1.229474	no	Public_Transportation	Obesity_Type_I
Male	22.927011	1.751046	95.285898	yes	yes	2	3	Sometimes	no	2.530301	no	2.89118	1.287117	no	Public_Transportation	Obesity_Type_I
Female	26	1.639524	111.945588	yes	yes	3	3	Sometimes	no	2.739351	no	0	0.064769	Sometimes	Public_Transportation	Obesity_Type_III
Male	19.556729	1.767563	56.307019	yes	yes	2.362918	4	Sometimes	no	2.358172	no	2	0.939819	no	Automobile	Insufficient_Weight
Female	23.469538	1.507106	64.814109	yes	no	2.252472	3.986652	Sometimes	no	2	no	0.934286	0.890626	no	Public_Transportation	Overweight_Level_II
Female	26	1.618573	104.928643	yes	yes	3	3	Sometimes	no	1.698767	no	0	0.54396	Sometimes	Public_Transportation	Obesity_Type_III
Male	23.432227	1.754996	119.087557	yes	yes	1.631144	3	Sometimes	no	2	no	1.593183	0.86374	Sometimes	Public_Transportation	Obesity_Type_II
Male	22.336216	1.785718	105.055686	yes	yes	2.253707	3	Sometimes	no	2.524432	no	0.58216	0.175694	Sometimes	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
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	21	1.66	62	yes	yes	2	3	Sometimes	yes	2	no	1	1	Frequently	Public_Transportation	Normal_Weight
Female	17.807828	1.518067	55.822119	no	yes	1.773265	2.118153	Sometimes	no	1.075239	yes	0.085388	1.915191	Sometimes	Public_Transportation	Overweight_Level_I
Female	25	1.61	61	no	no	2	3	Sometimes	no	1	no	2	1	Sometimes	Public_Transportation	Normal_Weight
Male	24.362124	1.716677	85.261339	yes	yes	2	2.676148	Sometimes	no	2.083939	no	0.632164	0.993786	Sometimes	Public_Transportation	Overweight_Level_II
Male	22	1.7	66.4	yes	no	2	3	Frequently	no	2	no	0	0	no	Public_Transportation	Normal_Weight
Male	21.963787	1.849601	122.333425	yes	yes	3	2.218285	Sometimes	no	1.340117	no	0.428259	0	Sometimes	Public_Transportation	Obesity_Type_II
Male	27.931432	1.805445	119.484614	yes	yes	2.911312	3	Sometimes	no	2.501808	no	0.94676	0.785701	Sometimes	Automobile	Obesity_Type_II
Male	23	1.77433	90	yes	yes	2.116432	3	Sometimes	no	1.002292	no	0	1.066708	Sometimes	Public_Transportation	Overweight_Level_II
Male	22	1.88	90	yes	yes	2	3	Always	no	1	no	0	1	Sometimes	Automobile	Overweight_Level_I
Female	26	1.633442	111.821817	yes	yes	3	3	Sometimes	no	2.550672	no	0	0.224655	Sometimes	Public_Transportation	Obesity_Type_III
Male	20	1.56	45	no	no	2	3	Sometimes	no	2	no	1	1	Sometimes	Public_Transportation	Normal_Weight
Female	25.722004	1.62847	107.218949	yes	yes	3	3	Sometimes	no	2.48707	no	0.067329	0.455823	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
Male	21	1.714253	75	yes	yes	2	3	Sometimes	no	1.081597	no	1	0	Sometimes	Public_Transportation	Overweight_Level_I
Male	18.381382	1.722547	53.783977	yes	yes	2	3.131032	Sometimes	no	2.072194	no	1.487987	2	Sometimes	Public_Transportation	Insufficient_Weight
Male	21.793724	1.75463	89.068227	yes	yes	2	2.041558	Sometimes	no	2.38725	no	0.813917	0	Sometimes	Public_Transportation	Overweight_Level_II
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
Male	31.783524	1.672959	90	yes	yes	2.949242	1.782109	Sometimes	no	2.210997	no	1.992719	0	Sometimes	Automobile	Obesity_Type_I
Female	26	1.622418	110.676343	yes	yes	3	3	Sometimes	no	2.691584	no	0	0.425473	Sometimes	Public_Transportation	Obesity_Type_III
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	22.884722	1.622787	82	yes	yes	1.754401	1	Sometimes	no	2	no	0	0.301909	no	Public_Transportation	Obesity_Type_I
Female	24	1.65	60	yes	no	2	3	Sometimes	no	3	yes	1	0	no	Public_Transportation	Normal_Weight
Female	18.845518	1.753471	80	yes	yes	2	1.391778	Sometimes	no	2.64548	no	2.685087	0.97554	no	Public_Transportation	Overweight_Level_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
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	21.845025	1.613668	68.126955	yes	yes	1.758394	3.981997	Sometimes	no	2.174248	no	0.920476	1.358163	Sometimes	Public_Transportation	Overweight_Level_I
Male	18	1.74	64	yes	yes	3	4	Sometimes	no	1	yes	2	0	Sometimes	Public_Transportation	Normal_Weight
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	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
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
Male	29.681308	1.680058	89.994351	yes	yes	2.104772	2.376374	Sometimes	no	2.218691	no	1.52184	0	Sometimes	Automobile	Obesity_Type_I
Female	21.285965	1.72692	131.335786	yes	yes	3	3	Sometimes	no	1.796267	no	1.728332	0.897924	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
Male	31.484494	1.707613	82.586893	yes	yes	2.795086	3.250467	Sometimes	no	1.367876	no	0.022958	0	no	Automobile	Overweight_Level_II
Male	40.973007	1.749405	109.908779	yes	yes	2.176317	2.986637	Sometimes	no	1.015672	no	0.94141	0	no	Automobile	Obesity_Type_II
Male	17	1.72	62	no	yes	2	3	Always	no	2	no	3	1	no	Public_Transportation	Normal_Weight
Male	23.884212	1.713825	83.952968	yes	yes	2	2.6648	Sometimes	no	1.810738	no	0.80989	1	Sometimes	Public_Transportation	Overweight_Level_II
Male	18	1.74	86	no	no	3	3	Sometimes	no	2	no	3	0	no	Public_Transportation	Overweight_Level_II
Male	29.883021	1.779049	112.438508	yes	yes	2.065752	3	Sometimes	no	2.078297	no	0	0.677354	Sometimes	Automobile	Obesity_Type_II
Male	20.880161	1.674327	80	yes	yes	2	3	Sometimes	no	2	no	1.66639	1.443212	no	Public_Transportation	Overweight_Level_II
Male	27.558801	1.801224	119.050381	yes	yes	2.744994	3	Sometimes	no	2.478838	no	0.684487	0.677909	Sometimes	Public_Transportation	Obesity_Type_II
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	16	1.66	58	no	no	2	1	Sometimes	no	1	no	0	1	no	Walking	Normal_Weight
Female	20	1.6	50	no	yes	2	3	Sometimes	no	1	no	0	1	no	Automobile	Normal_Weight
Female	20.3756	1.787195	151.975864	yes	yes	3	3	Sometimes	no	2.304716	no	0.82666	0.914492	Sometimes	Public_Transportation	Obesity_Type_III
Female	26	1.649178	111.914361	yes	yes	3	3	Sometimes	no	2.884077	no	0	0.096576	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
Male	25.136116	1.76414	113.089716	yes	yes	1.168856	3	Sometimes	no	2.013205	no	1.246223	0.00159	Sometimes	Public_Transportation	Obesity_Type_II
Female	23	1.668649	80.458343	yes	yes	2	2.256119	Sometimes	no	1.142873	no	0.807076	1.611271	no	Public_Transportation	Overweight_Level_II
Male	28.255199	1.816547	120.699119	yes	yes	2.997951	3	Sometimes	no	2.715856	no	0.739881	0.972054	Sometimes	Automobile	Obesity_Type_II
Female	27	1.6	61	no	yes	3	3	Always	no	2	no	0	0	Sometimes	Automobile	Normal_Weight
Female	23.652435	1.562724	80.535698	yes	yes	2	1	Sometimes	no	2	no	0.389717	0	no	Public_Transportation	Obesity_Type_I
Female	30.255744	1.652084	73.575981	yes	yes	2	3	Sometimes	no	1	no	0	0.018877	Sometimes	Automobile	Overweight_Level_I
Male	26.050109	1.773115	115.089316	yes	yes	2.392179	3	Sometimes	no	2.16467	no	1.079934	1.073026	Sometimes	Public_Transportation	Obesity_Type_II
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	20.738469	1.759933	55.003417	yes	yes	2.627031	3.832911	Sometimes	no	2.993448	no	2	1.425903	no	Public_Transportation	Insufficient_Weight
Female	28.583944	1.57856	65.522744	yes	no	2	2.283673	Sometimes	no	1.970622	no	1.863258	1.581703	Sometimes	Public_Transportation	Overweight_Level_II
Male	23	1.791867	90	yes	yes	2.067817	3	Sometimes	no	1.082084	no	0	1.922364	Sometimes	Public_Transportation	Overweight_Level_II
Female	17.767432	1.74379	50	no	yes	1.344854	4	Frequently	no	1	no	2	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	30.551762	1.784377	102.872505	yes	yes	2.271306	3	Sometimes	no	1.771198	no	2	0.413752	Sometimes	Automobile	Obesity_Type_I
Male	17.282945	1.821514	59.605028	yes	yes	2.613249	3.712183	Sometimes	no	2	no	2.002997	0.174848	no	Automobile	Insufficient_Weight
Female	23	1.61082	82.532994	yes	yes	2.09663	2.879541	Sometimes	no	2.432967	no	1.887012	0	no	Public_Transportation	Obesity_Type_I

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