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Nidhi2005
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sleep_disorder_prediction

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Gender stringclasses 3 values	Age int64 18 90	Blood Pressure (systolic/diastolic) stringlengths 6 6	Sleep Duration (hours) float64 4.1 12	Quality of Sleep (scale: 1-10) float64 1 10	Physical Activity Level (minutes/day) int64 0 120	Stress Level (scale: 1-10) int64 1 10	Technology Use (hours before bed) float64 0 5	Alcohol Consumption (glasses/day) float64 0 3	Difficulty Falling Asleep stringclasses 2 values	Difficulty Staying Asleep stringclasses 2 values	Early Morning Awakening stringclasses 2 values	Excessive Daytime Sleepiness stringclasses 2 values	Loud Snoring stringclasses 2 values	Gasping or Choking During Sleep stringclasses 2 values	Sudden Muscle Weakness (Cataplexy) stringclasses 2 values	Vivid or Frightening Dreams stringclasses 2 values	Physical Movements During Sleep stringclasses 2 values	Vocalizations During Sleep stringclasses 2 values	Uncontrollable Leg Movements stringclasses 2 values	Difficulty Waking Up at Desired Time stringclasses 2 values	Difficulty Falling Asleep at Desired Time stringclasses 2 values	Sleep Disorder stringclasses 7 values
Male	29	124/70	7.4	7	41	7	1.9	0.3	No	Yes	No	No	Yes	Yes	No	No	No	Yes	No	Yes	Yes	Narcolepsy
Female	43	131/86	4.2	4.9	41	5	4.8	2.7	No	No	Yes	Yes	No	Yes	Yes	No	No	No	No	No	Yes	Circadian Rhythm Disorder
Male	44	122/70	6.1	6	107	4	3.7	1.5	No	No	No	Yes	Yes	No	No	No	Yes	Yes	No	Yes	No	Hypersomnia
Male	29	124/72	8.3	10	20	10	3	2.5	No	No	No	No	No	Yes	No	No	No	Yes	Yes	No	Yes	Circadian Rhythm Disorder
Male	67	133/78	9.1	9.5	19	4	0.8	1	Yes	No	No	No	Yes	Yes	No	No	No	Yes	Yes	No	No	Insomnia
Female	47	123/60	6.1	6.9	24	4	0.8	2.7	Yes	No	No	No	No	No	No	No	No	Yes	Yes	No	No	Circadian Rhythm Disorder
Male	22	121/70	5.1	6.1	26	6	0.3	1.2	Yes	No	No	No	Yes	No	No	No	No	No	No	No	Yes	Restless Leg Syndrome
Male	49	134/87	10.7	6.2	49	8	4.3	0	No	Yes	No	No	No	No	Yes	Yes	No	Yes	No	Yes	No	Hypersomnia
Male	25	112/63	11.9	7.2	27	8	3	2.7	No	No	No	Yes	Yes	Yes	No	No	No	No	No	No	Yes	Sleep Apnea
Female	51	125/84	8.2	4	64	5	3.5	0.3	No	Yes	Yes	No	No	No	No	No	No	No	Yes	No	No	Hypersomnia
Male	57	138/92	5.4	5.5	82	6	0.1	1	Yes	No	No	No	No	Yes	No	Yes	Yes	No	Yes	Yes	Yes	Hypersomnia
Male	27	113/66	6.2	2.7	34	4	4.8	2.9	No	No	No	No	No	Yes	Yes	No	No	Yes	No	Yes	No	Circadian Rhythm Disorder
Male	54	137/90	4.1	6.8	113	9	4.2	2.9	No	No	Yes	Yes	No	No	No	No	Yes	No	No	No	Yes	Sleep Apnea
Male	46	123/73	11.3	7.3	68	8	1.1	1.7	Yes	No	No	No	No	Yes	Yes	Yes	No	No	Yes	No	No	Narcolepsy
Female	52	126/81	4.9	5	87	10	0.9	1.9	Yes	No	No	No	No	No	No	No	Yes	No	No	No	No	Hypersomnia
Male	68	134/79	8.6	9.1	98	10	0.9	1.3	Yes	No	No	Yes	No	No	No	No	Yes	Yes	Yes	No	No	Circadian Rhythm Disorder
Female	36	128/78	6.2	3.5	31	1	1.5	0.9	No	Yes	No	Yes	No	No	No	No	Yes	No	No	No	No	Restless Leg Syndrome
Female	28	114/65	8.4	3.1	39	2	2.6	1	No	No	No	No	No	No	Yes	Yes	Yes	No	No	Yes	No	Narcolepsy
Female	26	113/65	9.2	6.4	93	9	2.2	2	No	No	Yes	No	No	Yes	Yes	Yes	No	No	Yes	No	No	Sleep Apnea
Male	27	113/63	10.6	8.1	94	8	1.5	2.3	Yes	No	No	Yes	No	No	No	No	No	Yes	Yes	Yes	Yes	Insomnia
Female	38	129/75	5.7	9.4	53	3	3.1	2.4	No	No	No	No	No	No	Yes	No	No	No	No	Yes	Yes	Restless Leg Syndrome
Male	45	122/77	4.1	5.1	41	8	0.7	2.4	Yes	No	Yes	Yes	Yes	No	Yes	Yes	Yes	Yes	Yes	No	Yes	Insomnia
Female	44	132/86	5.1	8.2	60	1	1.5	0.3	Yes	Yes	No	No	No	No	No	No	Yes	Yes	No	No	No	Narcolepsy
Female	52	126/78	11.2	5.9	55	10	1.8	1.5	No	No	No	No	No	Yes	No	Yes	Yes	No	No	No	No	Insomnia
Female	40	120/77	11	5.7	30	4	2.3	0.2	No	Yes	No	No	Yes	No	Yes	No	Yes	Yes	No	No	No	Insomnia
Female	61	130/85	8.8	7.8	108	3	3.9	1.6	No	No	No	No	No	Yes	No	No	No	Yes	No	No	Yes	Circadian Rhythm Disorder
Female	36	118/71	8.8	7.3	41	6	1	1.3	Yes	No	No	No	Yes	No	Yes	No	Yes	Yes	No	Yes	No	Insomnia
Female	80	140/86	9.3	2.8	103	7	2.6	2.7	No	No	No	Yes	No	No	No	Yes	No	No	Yes	Yes	Yes	Sleep Apnea
Female	49	124/73	5.4	9	48	4	3	1.1	No	No	No	No	Yes	Yes	No	No	Yes	No	No	Yes	No	Narcolepsy
Female	27	113/63	11.3	8.8	21	7	0.2	0.4	Yes	Yes	No	No	No	No	No	Yes	Yes	No	No	No	No	Restless Leg Syndrome
Male	23	111/60	7.4	4.7	114	9	3	0.4	No	Yes	Yes	No	No	Yes	No	No	No	No	No	No	No	Circadian Rhythm Disorder
Male	47	123/74	7.1	6.8	56	2	0.9	2.3	Yes	No	No	Yes	No	No	No	No	No	Yes	Yes	No	No	Insomnia
Female	36	118/67	8.2	7	27	3	0.3	1.9	Yes	No	Yes	Yes	No	No	No	Yes	Yes	No	Yes	No	No	Sleep Apnea
Female	50	135/86	4.4	6.5	30	5	4.7	0.3	No	Yes	Yes	Yes	No	No	Yes	Yes	Yes	No	No	No	Yes	Narcolepsy
Female	47	123/72	5.3	4.9	22	3	4.8	0.3	No	Yes	No	No	No	No	No	No	No	Yes	Yes	Yes	No	Insomnia
Male	38	129/82	9.9	4.7	30	8	4	2.1	No	No	No	No	Yes	No	No	No	Yes	No	No	Yes	Yes	Insomnia
Female	27	113/76	4.7	5.9	17	10	1.5	0.2	No	Yes	No	No	No	Yes	No	No	Yes	No	No	No	No	Sleep Apnea
Male	18	119/70	8.8	8.3	55	8	0.5	2.5	Yes	No	No	No	Yes	Yes	No	Yes	No	Yes	No	No	No	Sleep Apnea
Male	33	126/69	6	7.1	113	8	3.4	2.1	No	No	No	No	No	Yes	No	No	No	Yes	No	No	Yes	Hypersomnia
Male	52	136/82	7.1	5.3	119	9	2.2	0.2	No	Yes	No	Yes	No	Yes	Yes	No	No	Yes	No	Yes	Yes	Hypersomnia
Male	43	131/77	6.3	7.5	16	4	0.6	0.3	Yes	Yes	Yes	No	No	No	No	No	No	Yes	No	No	No	Sleep Apnea
Male	21	110/60	6.8	1	32	5	2.5	3	No	No	No	No	No	No	No	No	No	No	Yes	No	No	Restless Leg Syndrome
Female	42	121/71	9.8	8.3	117	5	0.2	1.1	Yes	No	Yes	No	No	No	No	No	No	No	No	Yes	No	Insomnia
Female	45	122/72	6.4	2.5	105	8	4.5	1.1	No	No	No	No	No	Yes	No	No	No	No	No	No	Yes	Narcolepsy
Female	26	123/77	8.5	5.3	84	7	1.3	2.4	Yes	No	Yes	No	Yes	No	No	No	No	No	No	No	Yes	Narcolepsy
Female	42	121/73	7.8	3.8	95	9	3.3	2.8	No	No	No	No	No	No	No	No	Yes	Yes	No	No	No	Hypersomnia
Female	40	120/67	9.3	3.4	31	8	1.6	3	No	No	Yes	Yes	Yes	Yes	Yes	No	No	No	No	Yes	No	Narcolepsy
Male	22	111/60	11.5	8.3	116	2	2.6	2.3	No	No	No	Yes	No	No	Yes	Yes	No	No	No	No	Yes	Narcolepsy
Female	45	122/73	9.9	5.1	98	10	2.7	1.1	No	No	No	No	No	No	Yes	No	No	No	No	No	No	Sleep Apnea
Female	48	124/77	5.7	6.7	31	4	0.9	0.3	Yes	Yes	No	No	No	Yes	No	No	No	No	Yes	No	Yes	Hypersomnia
Male	56	138/88	4.2	5.9	101	6	4.8	2.3	No	No	Yes	No	Yes	No	Yes	No	No	No	No	No	No	Circadian Rhythm Disorder
Female	55	137/84	6.1	7	38	2	3.9	1.7	No	No	No	No	No	No	No	Yes	Yes	No	No	No	No	Hypersomnia
Male	19	109/67	8.8	6.2	22	7	4.7	1.3	No	No	Yes	Yes	Yes	Yes	No	Yes	No	No	No	No	No	Insomnia
Female	25	112/74	4.4	3.4	91	3	4.5	2.7	No	No	No	Yes	No	No	No	No	Yes	Yes	No	No	No	Circadian Rhythm Disorder
Male	47	123/76	8	8	11	3	3	0.3	No	Yes	Yes	No	Yes	No	No	Yes	No	Yes	No	No	No	Sleep Apnea
Female	47	123/80	8.8	5	38	2	4.6	1.5	No	No	Yes	No	No	No	Yes	No	Yes	Yes	Yes	Yes	Yes	Restless Leg Syndrome
Female	47	133/86	6.7	2.9	94	8	0.4	0	Yes	Yes	Yes	Yes	No	No	No	Yes	No	No	No	No	Yes	Narcolepsy
Male	90	145/96	10.2	5.1	88	6	1	1.4	Yes	No	No	No	No	No	No	Yes	Yes	No	Yes	Yes	No	Sleep Apnea
Male	48	124/77	4.9	9	61	1	0.2	0.2	Yes	Yes	No	Yes	No	No	No	Yes	No	No	No	No	No	Sleep Apnea
Male	57	128/71	4.6	7.7	36	1	1.6	0.4	No	Yes	Yes	No	No	No	No	Yes	No	No	No	No	No	Narcolepsy
Male	54	127/76	9.8	5.3	59	7	1.9	0.4	No	Yes	No	Yes	No	Yes	No	No	Yes	No	Yes	No	No	Insomnia
Male	49	124/73	8	5.3	104	8	1.4	1.9	Yes	No	No	No	No	No	No	Yes	No	No	Yes	No	No	Restless Leg Syndrome
Male	35	127/74	9.5	5.4	88	5	4.1	2.2	No	No	No	No	No	No	No	No	No	Yes	No	No	Yes	Restless Leg Syndrome
Male	51	125/81	7.5	10	32	5	1.8	1.8	No	No	No	No	No	No	No	No	Yes	Yes	Yes	Yes	No	Sleep Apnea
Male	28	114/60	6	6.8	97	4	1.4	2.9	Yes	No	No	Yes	No	Yes	No	No	No	No	No	No	No	Restless Leg Syndrome
Female	36	118/69	10.6	6.9	53	6	2.7	1.1	No	No	No	Yes	No	No	Yes	No	Yes	No	Yes	No	No	Circadian Rhythm Disorder
Female	32	116/63	10.4	8.1	86	6	0.7	0.9	Yes	Yes	Yes	No	Yes	Yes	No	No	No	No	Yes	Yes	No	Restless Leg Syndrome
Male	41	120/76	9.6	6.5	31	3	4	2.6	No	No	Yes	No	No	Yes	Yes	No	No	Yes	No	Yes	Yes	Insomnia
Female	74	137/95	6.2	5.5	52	9	0.4	0.7	Yes	Yes	No	No	Yes	Yes	No	Yes	No	Yes	No	No	No	Insomnia
Female	18	109/60	8.7	5.6	46	7	4.9	2.9	No	No	No	Yes	No	No	No	No	No	No	No	No	No	Narcolepsy
Female	50	125/74	6.9	5.9	70	1	3.9	0	No	Yes	No	No	No	No	Yes	No	Yes	Yes	No	No	No	Narcolepsy
Female	18	109/64	4.7	5.9	106	7	1	2.9	Yes	No	Yes	No	No	No	No	No	Yes	Yes	No	No	Yes	Insomnia
Male	32	116/71	11.3	7.5	65	5	0	0.1	Yes	Yes	No	No	No	Yes	No	No	No	No	No	Yes	Yes	Narcolepsy
Female	56	128/73	5.1	6.1	12	5	4.1	2.7	No	No	No	Yes	No	No	No	No	No	Yes	No	No	Yes	Insomnia
Male	40	120/76	11.6	7.5	72	2	3.5	1.6	No	No	Yes	No	No	No	No	No	No	No	No	No	Yes	Insomnia
Female	23	111/60	7.6	5.8	28	4	3.6	3	No	No	Yes	Yes	No	No	No	No	No	Yes	No	No	No	Insomnia
Female	29	114/69	5.5	6.2	32	6	3.9	0.2	No	Yes	No	Yes	Yes	Yes	Yes	No	No	Yes	No	No	No	Narcolepsy
Female	50	125/72	8.3	2	38	10	0.4	1.7	Yes	No	No	No	No	No	No	Yes	No	No	Yes	No	No	Circadian Rhythm Disorder
Male	29	114/66	11	7.8	39	7	1.8	2.9	No	No	Yes	Yes	Yes	No	Yes	No	No	No	No	No	No	Hypersomnia
Female	43	131/78	9.9	6.7	48	5	0.6	1.6	Yes	No	Yes	No	No	No	No	Yes	No	No	Yes	No	No	Insomnia
Male	40	120/73	10.5	8	117	9	4.3	1.9	No	No	Yes	No	No	Yes	Yes	No	No	No	No	Yes	Yes	Sleep Apnea
Female	30	115/66	9.3	1	120	3	3.1	2.1	No	No	No	No	No	Yes	No	No	Yes	Yes	Yes	No	No	Insomnia
Male	72	136/86	9.5	10	34	1	1.7	1.4	No	No	Yes	No	No	No	No	Yes	No	No	No	No	No	Narcolepsy
Female	49	124/80	10.8	5.7	110	4	0.3	1.9	Yes	No	Yes	Yes	No	No	Yes	Yes	No	Yes	No	No	Yes	Restless Leg Syndrome
Male	18	119/66	6	8.2	120	9	1.6	1.8	No	No	No	No	Yes	No	No	Yes	No	No	Yes	Yes	Yes	Narcolepsy
Male	42	121/74	7.9	3.9	17	4	1.6	2.7	No	No	Yes	No	No	No	No	No	Yes	No	Yes	No	No	Restless Leg Syndrome
Female	30	125/77	5.8	7.2	115	2	3.6	0.1	No	Yes	No	Yes	No	Yes	No	No	No	No	Yes	Yes	No	Restless Leg Syndrome
Male	52	126/81	11.9	3.9	67	10	3.2	0.8	No	Yes	Yes	No	No	No	No	No	No	No	No	No	No	Narcolepsy
Female	28	114/77	11.6	4.8	25	5	4.4	2.9	No	No	Yes	Yes	No	No	No	No	No	Yes	No	No	Yes	Sleep Apnea
Female	38	119/70	4.3	9.8	81	3	2.4	2.7	No	No	Yes	Yes	No	No	No	No	Yes	Yes	Yes	No	No	Circadian Rhythm Disorder
Female	47	123/61	9.6	5.6	10	9	0.6	1.4	Yes	No	No	No	Yes	No	Yes	No	Yes	No	No	Yes	No	Restless Leg Syndrome
Female	52	126/73	11.4	6.4	117	4	3.6	1.9	No	No	No	Yes	No	No	Yes	No	No	No	No	No	Yes	Restless Leg Syndrome
Female	21	110/61	5.4	7.7	14	6	3.8	0.8	No	Yes	No	No	No	Yes	No	No	No	No	No	No	No	Insomnia
Female	34	117/69	8.5	7	12	2	2.8	0.6	No	Yes	No	No	Yes	No	No	No	No	Yes	No	No	Yes	Insomnia
Female	32	126/76	11.3	6.3	74	6	3.9	1.4	No	No	No	No	No	Yes	No	Yes	No	No	No	No	No	Narcolepsy
Female	30	115/63	4.3	6.7	13	3	2.5	1.1	No	No	Yes	Yes	Yes	No	No	No	Yes	Yes	No	No	Yes	Insomnia
Female	66	133/89	9.6	10	113	9	2.6	1.8	No	No	Yes	Yes	Yes	No	No	No	No	No	Yes	No	Yes	Insomnia
Female	46	133/78	6.4	5.9	108	2	2.1	0.2	No	Yes	No	Yes	Yes	No	No	Yes	Yes	No	Yes	Yes	Yes	Restless Leg Syndrome
Female	21	120/67	11.4	6.4	105	9	0.1	2.9	Yes	No	Yes	No	No	No	No	No	No	No	Yes	Yes	Yes	Restless Leg Syndrome
Male	53	126/73	11.8	8.1	73	5	0.5	3	Yes	No	Yes	No	No	No	No	Yes	No	Yes	Yes	No	No	Narcolepsy

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