Datasets:

PythonCreate
/

Nutrient_Dataset

Age int64 18 65	Gender stringclasses 2 values	Weight_kg int64 50 120	Height_cm int64 151 200	BMI float64 18.7 34.8	Physical_Activity_Level stringclasses 3 values	Sleep_Hours int64 4 9	Smoking_Status stringclasses 2 values	Alcohol_Intake stringclasses 2 values	Daily_Calorie_Intake int64 1.53k 3.44k	Meal_Frequency int64 2 6	Protein_Intake_g int64 40 120	Carbohydrate_Intake_g int64 154 395	Fat_Intake_g int64 30 100	Chronic_Disease stringclasses 3 values	Blood_Pressure stringclasses 2 values	Cholesterol_Level stringclasses 2 values	Income_Level stringclasses 3 values	Education_Level stringclasses 4 values	Occupation stringclasses 18 values	Vitamin_A_mg float64 0.3 1.5	Vitamin_C_mg int64 30 150	Calcium_mg int64 502 1.48k	Iron_mg int64 8 25	Diet_Score stringclasses 4 values
40	Male	64	171	24.3	High	4	No	Regular	1,531	5	49	256	92	Hypertension	High	Normal	Middle	High School	Farmer	0.7	121	1,203	23	Poor
54	Male	69	162	27.1	Moderate	7	Yes	Occasional	2,591	4	117	190	65	null	High	Normal	High	PhD	Nurse	0.6	82	839	8	Average
63	Female	117	175	21.3	High	4	No	Occasional	3,025	3	62	225	54	null	Normal	Normal	Low	High School	Builder	1.3	143	1,215	14	Excellent
29	Male	70	174	20.4	Moderate	9	No	Occasional	2,562	6	109	191	63	Diabetes	Normal	Normal	Middle	Bachelor	Software Developer	1.3	138	520	15	Average
43	Male	109	179	28.7	High	9	Yes	Regular	3,069	3	47	177	75	Diabetes	Normal	Normal	Middle	Master	Actress	0.8	117	654	11	Excellent
45	Female	75	191	20.5	High	6	Yes	Regular	3,403	4	97	370	54	Hypertension	Normal	High	High	PhD	Business Developer	0.5	141	1,134	9	Excellent
47	Male	71	166	23.2	Low	7	Yes	Regular	2,136	2	71	202	92	Hypertension	High	Normal	Middle	High School	Business Woman	0.7	132	790	23	Average
55	Female	55	154	19.4	High	7	No	Occasional	3,184	4	87	275	79	null	High	High	Low	PhD	Builder	1	34	1,334	11	Poor
20	Female	65	185	20.6	Moderate	9	No	Regular	2,630	4	77	263	41	Diabetes	Normal	High	Middle	PhD	Builder	0.8	47	1,269	15	Excellent
57	Female	92	190	27.2	Low	6	No	Occasional	2,109	5	75	266	91	null	High	Normal	Middle	Master	Self Employed	0.4	105	558	11	Good
63	Female	81	192	23.4	High	6	No	Regular	1,957	5	61	319	53	Obesity	Normal	Normal	Middle	PhD	Engineer	1.3	94	1,147	23	Poor
57	Male	77	168	34.1	Low	7	No	Occasional	2,485	4	101	258	36	Hypertension	High	High	High	PhD	Actor	0.5	86	1,071	19	Excellent
58	Female	92	164	26.1	Moderate	5	No	Occasional	1,940	5	76	315	93	Obesity	Normal	Normal	Low	PhD	Marketer	1.4	144	623	25	Poor
25	Female	91	156	34.8	Moderate	5	Yes	null	1,984	4	98	290	97	null	High	Normal	High	Master	Farmer	1.1	142	1,034	18	Poor
49	Male	78	190	28	Low	5	Yes	Regular	1,680	2	49	214	97	null	High	High	Low	Bachelor	Engineer	1.3	43	1,342	11	Poor
49	Female	66	176	33.5	High	6	No	Regular	3,401	5	48	346	38	Diabetes	High	Normal	High	Master	Doctor	1.3	109	692	14	Average
22	Female	98	185	28.7	High	8	No	Regular	3,219	4	96	167	74	Diabetes	Normal	High	Low	Bachelor	Doctor	1	35	997	22	Poor
52	Male	107	154	25.4	High	4	No	Occasional	2,830	4	72	393	46	Diabetes	High	Normal	High	High School	Driver	0.6	57	509	8	Poor
52	Male	98	181	22.8	Low	5	No	Occasional	1,617	5	70	372	72	Obesity	High	Normal	Middle	High School	Teacher	1	143	1,345	25	Good
44	Male	119	175	24.1	Moderate	8	No	Regular	1,965	6	47	217	69	Diabetes	High	Normal	Middle	Master	Business Developer	1.3	111	1,112	19	Good
41	Female	71	156	22.4	Low	4	No	Regular	2,559	5	81	195	33	Diabetes	High	Normal	High	High School	Farmer	1.2	136	1,262	12	Good
32	Female	82	199	24.6	High	9	Yes	Occasional	1,741	5	49	374	60	Hypertension	High	Normal	Middle	PhD	Banker	1	150	905	13	Poor
26	Female	70	156	23.1	High	5	Yes	Occasional	2,547	4	90	158	59	Obesity	Normal	Normal	Middle	Bachelor	Actress	0.7	139	1,215	19	Good
55	Female	94	180	19.6	High	5	Yes	null	2,902	6	116	329	45	Hypertension	Normal	Normal	Low	Bachelor	Farmer	1.3	30	1,382	16	Average
31	Female	107	186	26.1	Low	9	Yes	null	2,009	6	108	183	97	Hypertension	Normal	Normal	Middle	PhD	Marketer	1.4	143	1,331	19	Poor
61	Female	99	180	28.1	Low	8	No	Regular	1,789	4	68	200	52	Obesity	Normal	Normal	Low	Bachelor	Student	0.6	55	796	10	Good
45	Male	60	180	21.1	Moderate	9	No	null	3,132	6	48	166	80	Hypertension	High	Normal	High	PhD	Actress	0.8	74	948	23	Good
63	Male	115	197	32.2	High	9	Yes	Occasional	2,774	6	48	164	41	Hypertension	Normal	High	High	PhD	Accountant	1.4	67	899	20	Poor
36	Female	54	190	20.6	Moderate	8	No	Regular	3,124	6	64	181	39	Hypertension	Normal	Normal	High	PhD	Drummer	1.1	82	1,476	15	Average
34	Female	115	195	29.6	Low	8	No	null	2,405	5	50	246	49	Diabetes	Normal	High	Middle	High School	Self Employed	0.6	42	1,046	10	Average
63	Female	75	166	31.1	Moderate	6	Yes	Occasional	1,893	5	55	264	36	Hypertension	High	High	High	Bachelor	Builder	0.4	149	986	9	Average
34	Female	80	171	31.1	Moderate	6	No	Occasional	2,300	2	82	251	34	Diabetes	High	Normal	Middle	Bachelor	Student	0.6	125	745	18	Good
33	Female	95	195	29.4	Low	4	Yes	null	2,453	6	75	263	48	Obesity	Normal	High	Middle	Master	Accountant	1.1	73	1,063	19	Excellent
32	Male	94	187	27.5	Low	9	No	null	2,485	6	93	288	33	Diabetes	High	Normal	Middle	PhD	Drummer	0.5	106	868	8	Average
40	Male	117	189	29.3	High	9	Yes	null	2,212	6	65	200	88	Diabetes	Normal	Normal	Middle	PhD	Actor	0.6	37	1,358	20	Excellent
57	Female	61	180	29.9	Moderate	6	No	Occasional	2,781	5	62	203	94	null	Normal	Normal	Middle	PhD	Engineer	0.8	52	671	17	Excellent
45	Female	100	173	26	Moderate	4	No	Regular	3,299	3	42	279	74	Hypertension	High	High	Middle	High School	Driver	0.7	147	1,388	21	Poor
21	Male	62	163	21.7	Low	8	Yes	Occasional	2,396	4	69	321	43	null	High	Normal	Middle	Bachelor	Builder	0.3	149	1,229	23	Poor
55	Male	75	184	18.7	Low	4	Yes	Regular	2,693	5	98	349	81	Hypertension	Normal	Normal	Middle	Bachelor	Business Woman	0.4	77	899	20	Excellent
50	Male	119	175	22.8	Low	8	No	Regular	2,060	5	116	320	58	Hypertension	High	Normal	Middle	Master	Farmer	1.1	61	645	18	Poor
27	Male	68	159	34.6	High	9	Yes	Regular	3,123	5	94	211	69	null	Normal	Normal	Middle	High School	Teacher	1.4	95	1,060	24	Poor
61	Female	50	153	21.2	Low	6	No	Occasional	2,779	3	120	343	81	Hypertension	Normal	High	Middle	Master	Business Woman	1.2	51	1,363	24	Poor
55	Male	94	193	22.6	Moderate	8	No	null	2,904	2	41	226	51	Hypertension	Normal	High	High	High School	Engineer	0.7	37	629	20	Excellent
50	Female	104	189	24.6	High	5	Yes	null	2,252	5	91	391	52	Hypertension	High	Normal	High	Master	Farmer	0.9	61	537	19	Average
39	Female	56	196	23.2	Moderate	7	Yes	null	3,008	6	50	175	71	Obesity	High	High	Low	PhD	Business Developer	0.5	53	1,389	9	Poor
38	Male	87	173	22.1	High	8	No	Occasional	2,307	6	117	358	31	Diabetes	Normal	Normal	Middle	Bachelor	Actress	1	64	1,064	17	Good
49	Female	69	174	28.8	High	4	Yes	Occasional	1,545	2	61	154	36	null	High	High	Low	High School	Accountant	0.4	102	1,287	24	Average
36	Female	118	171	22.8	Low	9	Yes	null	2,789	5	116	391	83	Diabetes	High	High	Middle	Bachelor	Student	1.2	31	569	12	Excellent
26	Male	107	178	18.8	Moderate	5	No	Occasional	2,355	2	92	395	30	Obesity	High	High	Low	PhD	Nurse	0.4	125	1,477	12	Excellent
48	Male	52	200	27.1	High	8	No	null	2,081	6	117	207	34	Diabetes	High	High	High	High School	Banker	1.1	148	621	23	Poor
53	Male	54	151	25.6	Moderate	8	No	null	2,678	2	90	321	55	Hypertension	High	Normal	Middle	Bachelor	Driver	0.8	143	515	17	Good
30	Male	97	181	33.9	High	6	No	null	2,088	3	111	315	58	Diabetes	High	Normal	Low	High School	Builder	1.3	146	1,206	18	Poor
23	Male	79	153	34	High	6	No	Regular	2,242	5	108	242	100	null	High	Normal	Low	Master	Software Developer	0.9	70	851	15	Excellent
23	Female	118	160	27.2	Low	4	Yes	null	1,842	3	44	178	67	Diabetes	High	High	High	Master	Business Developer	0.8	108	1,244	10	Excellent
42	Female	87	172	25	High	5	No	null	3,251	4	118	249	79	Diabetes	Normal	Normal	Middle	Master	Doctor	0.4	116	559	8	Good
52	Male	62	158	21.9	High	9	Yes	null	2,025	6	99	294	77	Hypertension	High	Normal	High	Master	Driver	0.4	65	1,427	23	Excellent
51	Female	84	172	29.2	Low	7	No	null	1,920	2	105	324	42	Diabetes	High	Normal	Low	High School	Actress	0.5	93	729	10	Excellent
62	Male	70	186	27.7	Low	5	No	Occasional	2,036	3	108	339	30	Hypertension	Normal	High	Low	PhD	Actor	1.2	125	934	12	Good
64	Male	61	170	26.5	Low	7	No	Occasional	1,794	6	112	185	33	Hypertension	Normal	Normal	High	High School	Builder	0.4	129	622	14	Average
18	Female	91	195	22.5	Low	4	No	null	3,129	4	105	268	55	null	Normal	High	Low	Master	Engineer	1.3	143	1,000	18	Poor
26	Female	96	174	34.6	High	8	Yes	null	3,187	4	54	196	44	Diabetes	High	Normal	High	High School	Teacher	1	144	863	17	Average
43	Male	111	184	20.5	Moderate	4	No	Regular	1,680	3	82	334	93	Hypertension	Normal	Normal	High	Master	Student	1	99	1,389	13	Poor
39	Male	111	187	24.1	Moderate	7	Yes	Regular	2,904	6	116	262	83	Diabetes	Normal	Normal	High	PhD	Actor	0.7	67	1,251	9	Good
23	Male	50	186	25.2	High	7	No	Occasional	2,256	2	51	262	71	Obesity	High	Normal	Low	Bachelor	Farmer	1	112	1,040	23	Average
23	Male	63	167	28	High	9	Yes	null	2,372	2	105	340	96	Diabetes	High	Normal	Middle	Master	Builder	0.9	77	1,076	11	Average
39	Male	108	166	23.8	Moderate	7	Yes	Occasional	1,858	2	82	296	63	Diabetes	Normal	Normal	Low	Bachelor	Driver	1.3	132	979	23	Average
30	Female	67	194	20	Moderate	5	Yes	Regular	3,211	6	95	368	38	Obesity	Normal	Normal	Middle	Bachelor	Farmer	1.2	51	502	14	Poor
33	Female	79	159	30	Low	6	No	Regular	2,022	4	101	348	90	Diabetes	High	Normal	High	Master	Teacher	1.4	140	1,076	12	Average
18	Male	110	169	28	High	4	Yes	null	2,578	2	69	247	41	null	High	High	High	Master	Builder	1.4	137	724	13	Poor
39	Male	113	191	33.2	Moderate	8	No	null	2,942	2	67	307	41	Diabetes	High	High	Low	High School	Engineer	1.2	142	1,334	13	Good
53	Female	66	186	22.1	Moderate	5	No	null	3,099	5	59	290	73	Diabetes	Normal	Normal	High	High School	Banker	0.7	85	884	20	Good
39	Male	74	198	34.4	Low	7	Yes	Regular	2,624	6	58	329	40	Obesity	Normal	Normal	Low	Bachelor	Drummer	0.9	126	1,063	18	Excellent
58	Female	106	164	31.2	High	5	Yes	null	2,684	5	117	230	81	null	High	High	Low	High School	Teacher	1.1	69	1,414	8	Poor
41	Female	119	155	24.3	High	8	Yes	Occasional	2,469	2	43	166	77	null	Normal	Normal	Middle	Master	Farmer	0.6	79	1,152	24	Good
55	Female	108	199	21.9	Low	4	No	Occasional	2,127	4	73	204	62	null	Normal	High	Middle	High School	Drummer	0.4	35	1,085	16	Excellent
51	Male	101	181	30.8	High	5	Yes	Regular	3,408	4	40	170	66	null	High	High	Middle	High School	Business Woman	1.2	63	653	17	Good
65	Male	109	191	32.1	High	5	Yes	Regular	2,020	3	113	377	95	null	High	High	Middle	Bachelor	Software Developer	0.9	122	748	20	Excellent
52	Male	79	168	26.9	Moderate	4	Yes	null	1,932	4	81	206	47	Hypertension	High	High	Middle	Master	Banker	0.7	120	1,138	20	Average
63	Male	113	172	33.3	Low	8	No	null	2,841	5	107	314	78	Diabetes	High	High	High	PhD	Accountant	0.7	41	520	19	Good
42	Female	79	170	32.3	High	7	No	Occasional	2,259	3	71	375	32	Obesity	Normal	Normal	Low	Bachelor	Business Developer	1.3	98	1,096	20	Excellent
47	Female	51	173	27.7	Low	9	Yes	Occasional	2,772	6	100	315	97	Hypertension	Normal	High	High	Bachelor	Actress	0.9	49	870	11	Excellent
34	Male	56	152	31.5	Moderate	7	No	null	3,288	4	65	338	59	Hypertension	High	High	Middle	High School	Nurse	0.8	71	1,382	8	Excellent
39	Female	85	185	32.4	High	9	No	null	2,628	2	105	217	73	Diabetes	Normal	High	High	High School	Student	0.4	47	1,440	14	Average
46	Female	89	176	32.3	Low	5	No	null	2,343	5	46	268	67	Diabetes	High	High	Middle	Bachelor	Self Employed	1.4	122	741	19	Poor
56	Male	95	200	22.4	High	4	No	Regular	2,551	2	46	159	53	Diabetes	High	High	Middle	PhD	Business Developer	1.4	114	813	11	Excellent
34	Female	107	186	23.2	High	8	No	Occasional	2,468	6	83	307	63	Diabetes	Normal	Normal	Middle	High School	Business Woman	1.2	32	642	24	Excellent
36	Male	61	182	20.5	Moderate	9	No	Regular	1,598	4	84	203	66	Obesity	High	Normal	Low	Bachelor	Teacher	0.8	110	823	11	Poor
56	Female	110	173	31.1	Moderate	7	Yes	null	1,793	5	42	300	63	Obesity	High	High	Middle	Bachelor	Doctor	1.3	140	945	9	Poor
30	Male	89	167	30.4	Moderate	6	No	null	2,331	6	65	228	66	Hypertension	High	High	Low	Master	Driver	1.4	144	1,224	18	Poor
46	Female	101	191	19.8	High	8	Yes	null	2,107	3	48	291	50	Obesity	High	High	Middle	Bachelor	Business Woman	1.4	117	527	22	Good
25	Male	85	183	21.1	High	9	Yes	Occasional	2,508	5	75	207	99	Hypertension	High	High	High	Master	Student	1.5	90	704	18	Good
32	Female	110	173	26.9	Low	8	Yes	Occasional	3,438	4	99	202	85	Hypertension	High	High	Middle	Bachelor	Marketer	0.9	108	822	22	Average
40	Male	114	160	31.3	High	7	Yes	Occasional	2,819	2	76	172	94	null	High	High	High	High School	Teacher	0.7	32	1,201	8	Poor
63	Male	63	184	32	High	5	Yes	Occasional	2,898	4	76	353	35	Hypertension	Normal	Normal	Middle	Master	Teacher	1.2	55	1,135	23	Average
30	Female	97	168	25.3	High	6	No	null	1,604	2	68	358	36	null	Normal	High	Middle	PhD	Self Employed	0.9	78	912	22	Excellent
32	Female	78	177	25.6	Moderate	7	Yes	null	2,159	4	55	202	59	Diabetes	Normal	Normal	Low	Master	Actor	0.4	31	1,243	19	Average
49	Female	52	171	31.5	Low	6	Yes	Occasional	3,247	2	73	389	76	Diabetes	Normal	High	Low	Bachelor	Drummer	1.4	113	885	16	Poor
23	Female	120	172	29.7	High	4	Yes	Occasional	2,016	6	117	234	51	null	High	Normal	Low	High School	Drummer	1.2	51	732	15	Good
33	Male	66	158	34	High	8	No	Regular	2,013	2	103	234	46	null	High	Normal	High	Bachelor	Business Developer	1.2	74	1,178	23	Excellent
59	Female	52	186	19.6	Moderate	9	No	Occasional	2,362	2	59	391	98	Diabetes	Normal	High	High	Master	Business Woman	1.2	50	1,217	10	Average

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