health-and-sleep-relation

Split (1)

train · 374 rows

Person ID int64 1 374	Gender stringclasses 2 values	Age int64 27 59	Occupation stringclasses 11 values	Sleep Duration float64 5.8 8.5	Quality of Sleep int64 4 9	Physical Activity Level int64 30 90	Stress Level int64 3 8	BMI Category stringclasses 4 values	Blood Pressure stringclasses 25 values	Heart Rate int64 65 86	Daily Steps int64 3k 10k	Sleep Disorder stringclasses 2 values
1	Male	27	Software Engineer	6.1	6	42	6	Overweight	126/83	77	4,200	null
2	Male	28	Doctor	6.2	6	60	8	Normal	125/80	75	10,000	null
3	Male	28	Doctor	6.2	6	60	8	Normal	125/80	75	10,000	null
4	Male	28	Sales Representative	5.9	4	30	8	Obese	140/90	85	3,000	Sleep Apnea
5	Male	28	Sales Representative	5.9	4	30	8	Obese	140/90	85	3,000	Sleep Apnea
6	Male	28	Software Engineer	5.9	4	30	8	Obese	140/90	85	3,000	Insomnia
7	Male	29	Teacher	6.3	6	40	7	Obese	140/90	82	3,500	Insomnia
8	Male	29	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
9	Male	29	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
10	Male	29	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
11	Male	29	Doctor	6.1	6	30	8	Normal	120/80	70	8,000	null
12	Male	29	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
13	Male	29	Doctor	6.1	6	30	8	Normal	120/80	70	8,000	null
14	Male	29	Doctor	6	6	30	8	Normal	120/80	70	8,000	null
15	Male	29	Doctor	6	6	30	8	Normal	120/80	70	8,000	null
16	Male	29	Doctor	6	6	30	8	Normal	120/80	70	8,000	null
17	Female	29	Nurse	6.5	5	40	7	Normal Weight	132/87	80	4,000	Sleep Apnea
18	Male	29	Doctor	6	6	30	8	Normal	120/80	70	8,000	Sleep Apnea
19	Female	29	Nurse	6.5	5	40	7	Normal Weight	132/87	80	4,000	Insomnia
20	Male	30	Doctor	7.6	7	75	6	Normal	120/80	70	8,000	null
21	Male	30	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
22	Male	30	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
23	Male	30	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
24	Male	30	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
25	Male	30	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
26	Male	30	Doctor	7.9	7	75	6	Normal	120/80	70	8,000	null
27	Male	30	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
28	Male	30	Doctor	7.9	7	75	6	Normal	120/80	70	8,000	null
29	Male	30	Doctor	7.9	7	75	6	Normal	120/80	70	8,000	null
30	Male	30	Doctor	7.9	7	75	6	Normal	120/80	70	8,000	null
31	Female	30	Nurse	6.4	5	35	7	Normal Weight	130/86	78	4,100	Sleep Apnea
32	Female	30	Nurse	6.4	5	35	7	Normal Weight	130/86	78	4,100	Insomnia
33	Female	31	Nurse	7.9	8	75	4	Normal Weight	117/76	69	6,800	null
34	Male	31	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
35	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
36	Male	31	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
37	Male	31	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
38	Male	31	Doctor	7.6	7	75	6	Normal	120/80	70	8,000	null
39	Male	31	Doctor	7.6	7	75	6	Normal	120/80	70	8,000	null
40	Male	31	Doctor	7.6	7	75	6	Normal	120/80	70	8,000	null
41	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
42	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
43	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
44	Male	31	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
45	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
46	Male	31	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
47	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
48	Male	31	Doctor	7.8	7	75	6	Normal	120/80	70	8,000	null
49	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
50	Male	31	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	Sleep Apnea
51	Male	32	Engineer	7.5	8	45	3	Normal	120/80	70	8,000	null
52	Male	32	Engineer	7.5	8	45	3	Normal	120/80	70	8,000	null
53	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
54	Male	32	Doctor	7.6	7	75	6	Normal	120/80	70	8,000	null
55	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
56	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
57	Male	32	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
58	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
59	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
60	Male	32	Doctor	7.7	7	75	6	Normal	120/80	70	8,000	null
61	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
62	Male	32	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
63	Male	32	Doctor	6.2	6	30	8	Normal	125/80	72	5,000	null
64	Male	32	Doctor	6.2	6	30	8	Normal	125/80	72	5,000	null
65	Male	32	Doctor	6.2	6	30	8	Normal	125/80	72	5,000	null
66	Male	32	Doctor	6.2	6	30	8	Normal	125/80	72	5,000	null
67	Male	32	Accountant	7.2	8	50	6	Normal Weight	118/76	68	7,000	null
68	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	Insomnia
69	Female	33	Scientist	6.2	6	50	6	Overweight	128/85	76	5,500	null
70	Female	33	Scientist	6.2	6	50	6	Overweight	128/85	76	5,500	null
71	Male	33	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
72	Male	33	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
73	Male	33	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
74	Male	33	Doctor	6.1	6	30	8	Normal	125/80	72	5,000	null
75	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
76	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
77	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
78	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
79	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
80	Male	33	Doctor	6	6	30	8	Normal	125/80	72	5,000	null
81	Female	34	Scientist	5.8	4	32	8	Overweight	131/86	81	5,200	Sleep Apnea
82	Female	34	Scientist	5.8	4	32	8	Overweight	131/86	81	5,200	Sleep Apnea
83	Male	35	Teacher	6.7	7	40	5	Overweight	128/84	70	5,600	null
84	Male	35	Teacher	6.7	7	40	5	Overweight	128/84	70	5,600	null
85	Male	35	Software Engineer	7.5	8	60	5	Normal Weight	120/80	70	8,000	null
86	Female	35	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
87	Male	35	Engineer	7.2	8	60	4	Normal	125/80	65	5,000	null
88	Male	35	Engineer	7.2	8	60	4	Normal	125/80	65	5,000	null
89	Male	35	Engineer	7.3	8	60	4	Normal	125/80	65	5,000	null
90	Male	35	Engineer	7.3	8	60	4	Normal	125/80	65	5,000	null
91	Male	35	Engineer	7.3	8	60	4	Normal	125/80	65	5,000	null
92	Male	35	Engineer	7.3	8	60	4	Normal	125/80	65	5,000	null
93	Male	35	Software Engineer	7.5	8	60	5	Normal Weight	120/80	70	8,000	null
94	Male	35	Lawyer	7.4	7	60	5	Obese	135/88	84	3,300	Sleep Apnea
95	Female	36	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	Insomnia
96	Female	36	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
97	Female	36	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
98	Female	36	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
99	Female	36	Teacher	7.1	8	60	4	Normal	115/75	68	7,000	null
100	Female	36	Teacher	7.1	8	60	4	Normal	115/75	68	7,000	null

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