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
101	Female	36	Teacher	7.2	8	60	4	Normal	115/75	68	7,000	null
102	Female	36	Teacher	7.2	8	60	4	Normal	115/75	68	7,000	null
103	Female	36	Teacher	7.2	8	60	4	Normal	115/75	68	7,000	null
104	Male	36	Teacher	6.6	5	35	7	Overweight	129/84	74	4,800	Sleep Apnea
105	Female	36	Teacher	7.2	8	60	4	Normal	115/75	68	7,000	Sleep Apnea
106	Male	36	Teacher	6.6	5	35	7	Overweight	129/84	74	4,800	Insomnia
107	Female	37	Nurse	6.1	6	42	6	Overweight	126/83	77	4,200	null
108	Male	37	Engineer	7.8	8	70	4	Normal Weight	120/80	68	7,000	null
109	Male	37	Engineer	7.8	8	70	4	Normal Weight	120/80	68	7,000	null
110	Male	37	Lawyer	7.4	8	60	5	Normal	130/85	68	8,000	null
111	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
112	Male	37	Lawyer	7.4	8	60	5	Normal	130/85	68	8,000	null
113	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
114	Male	37	Lawyer	7.4	8	60	5	Normal	130/85	68	8,000	null
115	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
116	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
117	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
118	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
119	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
120	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
121	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
122	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
123	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
124	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
125	Female	37	Accountant	7.2	8	60	4	Normal	115/75	68	7,000	null
126	Female	37	Nurse	7.5	8	60	4	Normal Weight	120/80	70	8,000	null
127	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
128	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
129	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
130	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
131	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
132	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
133	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
134	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
135	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
136	Male	38	Lawyer	7.3	8	60	5	Normal	130/85	68	8,000	null
137	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
138	Male	38	Lawyer	7.1	8	60	5	Normal	130/85	68	8,000	null
139	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
140	Male	38	Lawyer	7.1	8	60	5	Normal	130/85	68	8,000	null
141	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
142	Male	38	Lawyer	7.1	8	60	5	Normal	130/85	68	8,000	null
143	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
144	Female	38	Accountant	7.1	8	60	4	Normal	115/75	68	7,000	null
145	Male	38	Lawyer	7.1	8	60	5	Normal	130/85	68	8,000	Sleep Apnea
146	Female	38	Lawyer	7.4	7	60	5	Obese	135/88	84	3,300	Sleep Apnea
147	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	Insomnia
148	Male	39	Engineer	6.5	5	40	7	Overweight	132/87	80	4,000	Insomnia
149	Female	39	Lawyer	6.9	7	50	6	Normal Weight	128/85	75	5,500	null
150	Female	39	Accountant	8	9	80	3	Normal Weight	115/78	67	7,500	null
151	Female	39	Accountant	8	9	80	3	Normal Weight	115/78	67	7,500	null
152	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
153	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
154	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
155	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
156	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
157	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
158	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
159	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
160	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
161	Male	39	Lawyer	7.2	8	60	5	Normal	130/85	68	8,000	null
162	Female	40	Accountant	7.2	8	55	6	Normal Weight	119/77	73	7,300	null
163	Female	40	Accountant	7.2	8	55	6	Normal Weight	119/77	73	7,300	null
164	Male	40	Lawyer	7.9	8	90	5	Normal	130/85	68	8,000	null
165	Male	40	Lawyer	7.9	8	90	5	Normal	130/85	68	8,000	null
166	Male	41	Lawyer	7.6	8	90	5	Normal	130/85	70	8,000	Insomnia
167	Male	41	Engineer	7.3	8	70	6	Normal Weight	121/79	72	6,200	null
168	Male	41	Lawyer	7.1	7	55	6	Overweight	125/82	72	6,000	null
169	Male	41	Lawyer	7.1	7	55	6	Overweight	125/82	72	6,000	null
170	Male	41	Lawyer	7.7	8	90	5	Normal	130/85	70	8,000	null
171	Male	41	Lawyer	7.7	8	90	5	Normal	130/85	70	8,000	null
172	Male	41	Lawyer	7.7	8	90	5	Normal	130/85	70	8,000	null
173	Male	41	Lawyer	7.7	8	90	5	Normal	130/85	70	8,000	null
174	Male	41	Lawyer	7.7	8	90	5	Normal	130/85	70	8,000	null
175	Male	41	Lawyer	7.6	8	90	5	Normal	130/85	70	8,000	null
176	Male	41	Lawyer	7.6	8	90	5	Normal	130/85	70	8,000	null
177	Male	41	Lawyer	7.6	8	90	5	Normal	130/85	70	8,000	null
178	Male	42	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
179	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
180	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
181	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
182	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
183	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
184	Male	42	Lawyer	7.8	8	90	5	Normal	130/85	70	8,000	null
185	Female	42	Teacher	6.8	6	45	7	Overweight	130/85	78	5,000	Sleep Apnea
186	Female	42	Teacher	6.8	6	45	7	Overweight	130/85	78	5,000	Sleep Apnea
187	Female	43	Teacher	6.7	7	45	4	Overweight	135/90	65	6,000	Insomnia
188	Male	43	Salesperson	6.3	6	45	7	Overweight	130/85	72	6,000	Insomnia
189	Female	43	Teacher	6.7	7	45	4	Overweight	135/90	65	6,000	Insomnia
190	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
191	Female	43	Teacher	6.7	7	45	4	Overweight	135/90	65	6,000	Insomnia
192	Male	43	Salesperson	6.4	6	45	7	Overweight	130/85	72	6,000	Insomnia
193	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
194	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
195	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
196	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
197	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
198	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
199	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia
200	Male	43	Salesperson	6.5	6	45	7	Overweight	130/85	72	6,000	Insomnia

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