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Nicolybgs
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healthcare_data

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train · 500k rows

Available Extra Rooms in Hospital int64 0 24	Department stringclasses 5 values	Ward_Facility_Code stringclasses 6 values	doctor_name stringclasses 9 values	staff_available int64 0 10	patientid int64 -3,269 134k	Age stringclasses 10 values	gender stringclasses 3 values	Type of Admission stringclasses 3 values	Severity of Illness stringclasses 3 values	health_conditions stringclasses 5 values	Visitors with Patient int64 0 32	Insurance stringclasses 2 values	Admission_Deposit float64 1.65k 10.1k	Stay (in days) int64 3 51
4	anesthesia	A	Dr John	10	25,328	41-50	Other	Trauma	Moderate	Other	2	Yes	3,930.79101	14
3	gynecology	F	Dr Nathan	2	60,046	21-30	Female	Trauma	Minor	Other	11	Yes	4,817.567079	8
3	gynecology	D	Dr Olivia	3	25,432	21-30	Female	Trauma	Moderate	Other	2	Yes	5,292.07945	9
2	gynecology	F	Dr Olivia	6	130,690	31-40	Female	Urgent	Moderate	Other	2	Yes	4,180.240675	8
2	gynecology	B	Dr Olivia	7	76,987	41-50	Female	Trauma	Moderate	Other	2	Yes	5,225.678055	7
4	gynecology	D	Dr Nathan	0	16,263	21-30	Female	Urgent	Minor	null	3	Yes	4,291.901867	10
6	gynecology	D	Dr Nathan	7	74,014	31-40	Female	Trauma	Minor	null	3	Yes	3,515.719131	8
3	gynecology	D	Dr Nathan	8	123,119	31-40	Female	Trauma	Extreme	Other	2	Yes	4,293.603458	7
4	radiotherapy	E	Dr John	8	92,383	41-50	Other	Trauma	Minor	Other	4	Yes	7,238.83798	6
3	radiotherapy	E	Dr John	2	51,432	21-30	Female	Trauma	Moderate	Other	2	Yes	4,991.718254	15
5	radiotherapy	C	Dr Sam	0	2,665	71-80	Male	Trauma	Extreme	Other	2	Yes	6,126.257119	22
3	gynecology	B	Dr Nathan	9	111,033	31-40	Female	Trauma	Minor	Other	4	Yes	3,666.815064	10
5	gynecology	B	Dr Olivia	9	39,541	21-30	Female	Trauma	Moderate	null	4	Yes	3,163.668896	9
5	radiotherapy	E	Dr Sam	6	49,844	31-40	Male	Trauma	Moderate	Other	4	Yes	4,544.272102	5
3	radiotherapy	E	Dr John	5	5,902	21-30	Female	Trauma	Moderate	Other	4	Yes	4,790.776406	25
21	gynecology	D	Dr Nathan	1	126,379	21-30	Female	Urgent	Minor	Other	7	Yes	6,393.084195	10
4	gynecology	D	Dr Olivia	0	9,128	21-30	Female	Urgent	Moderate	Other	4	Yes	2,651.463471	8
2	gynecology	F	Dr Nathan	4	2,872	21-30	Female	Trauma	Minor	Other	6	Yes	7,100.425976	8
2	radiotherapy	C	Dr John	4	26,750	31-40	Other	Emergency	Moderate	Other	4	Yes	5,256.537665	5
4	gynecology	F	Dr Nathan	2	15,316	21-30	Female	Urgent	Minor	null	8	Yes	7,817.737274	10
1	gynecology	D	Dr Nathan	10	12,280	21-30	Female	Emergency	Minor	Other	4	Yes	4,261.684628	9
3	gynecology	F	Dr Nathan	2	17,544	21-30	Female	Urgent	Minor	Other	1	Yes	4,202.172425	9
2	gynecology	D	Dr Nathan	7	20,839	31-40	Female	Trauma	Extreme	Other	2	Yes	4,785.445503	10
7	gynecology	D	Dr Olivia	10	41,618	31-40	Female	Emergency	Moderate	Other	5	Yes	4,660.329283	9
2	gynecology	D	Dr Olivia	7	8,358	21-30	Female	Emergency	Moderate	Other	2	Yes	4,601.927558	9
4	gynecology	F	Dr Olivia	9	116,497	21-30	Female	Trauma	Moderate	Other	4	Yes	4,743.044774	8
5	radiotherapy	E	Dr Sam	3	51,718	51-60	Male	Trauma	Moderate	Other	4	Yes	4,681.282089	22
6	anesthesia	E	Dr Mark	4	42,579	31-40	Male	Trauma	Moderate	Other	4	Yes	3,698.772997	19
5	gynecology	B	Dr Olivia	5	44,336	21-30	Female	Trauma	Moderate	null	3	Yes	4,590.705304	10
4	gynecology	F	Dr Olivia	6	96,754	21-30	Female	Trauma	Moderate	null	4	Yes	4,931.801863	8
2	radiotherapy	E	Dr John	4	35,058	51-60	Female	Emergency	Moderate	null	5	Yes	7,078.491233	20
4	gynecology	F	Dr Olivia	9	77,703	21-30	Female	Trauma	Moderate	null	4	Yes	7,350.925643	8
1	gynecology	B	Dr Nathan	6	125,564	31-40	Female	Trauma	Minor	Other	4	Yes	4,716.02917	8
3	anesthesia	A	Dr John	1	84,825	61-70	Female	Trauma	Moderate	null	3	Yes	4,317.23085	30
3	TB & Chest disease	E	Dr John	3	114,437	0-10	Female	Trauma	Minor	Other	2	Yes	3,863.630655	26
2	radiotherapy	E	Dr John	0	52,413	41-50	Other	Trauma	Moderate	Other	4	Yes	6,785.993049	4
3	gynecology	D	Dr Nathan	9	94,332	31-40	Female	Emergency	Extreme	null	2	Yes	5,171.243749	9
6	surgery	A	Dr Simon	6	108,736	41-50	Female	Trauma	Moderate	null	4	Yes	3,190.037382	16
4	radiotherapy	E	Dr John	7	126,498	61-70	Other	Emergency	Minor	Other	4	Yes	3,683.660641	26
6	gynecology	D	Dr Nathan	10	109,457	21-30	Female	Trauma	Extreme	null	4	Yes	4,640.839629	10
3	gynecology	F	Dr Olivia	4	20,823	21-30	Female	Trauma	Moderate	Other	2	Yes	4,537.289474	10
3	gynecology	F	Dr Olivia	10	109,938	21-30	Female	Trauma	Moderate	Other	4	Yes	2,384.248983	9
4	gynecology	F	Dr Olivia	0	83,126	21-30	Female	Trauma	Moderate	Other	4	Yes	3,975.216492	9
2	radiotherapy	A	Dr John	1	81,160	51-60	Female	Trauma	Moderate	Other	4	Yes	4,487.263251	22
3	gynecology	F	Dr Nathan	1	11,383	41-50	Female	Emergency	Minor	Other	2	Yes	2,661.348556	9
3	anesthesia	E	Dr John	6	127,542	61-70	Female	Trauma	Moderate	null	6	Yes	5,260.633583	33
3	radiotherapy	A	Dr Sam	10	25,998	71-80	Male	Trauma	Moderate	null	2	Yes	4,937.65241	25
2	gynecology	B	Dr Nathan	5	41,383	31-40	Female	Trauma	Extreme	Other	2	Yes	5,221.695332	9
2	gynecology	D	Dr Nathan	1	79,893	21-30	Female	Emergency	Extreme	null	4	Yes	3,421.072997	8
4	radiotherapy	A	Dr Sam	6	26,976	51-60	Male	Emergency	Moderate	null	2	Yes	4,065.403125	24
2	TB & Chest disease	E	Dr Mark	6	80,229	31-40	Male	Emergency	Moderate	null	2	Yes	3,932.887184	8
2	anesthesia	C	Dr John	0	86,284	31-40	Other	Trauma	Extreme	Other	4	Yes	4,165.648002	16
2	anesthesia	E	Dr Mark	6	112,368	81-90	Male	Trauma	Moderate	null	2	Yes	4,783.175846	43
2	gynecology	F	Dr Olivia	2	2,053	41-50	Female	Emergency	Moderate	null	2	Yes	5,102.327048	9
5	gynecology	D	Dr Olivia	7	8,395	21-30	Female	Emergency	Moderate	Other	4	Yes	6,720.657389	8
5	gynecology	D	Dr Olivia	9	23,786	31-40	Female	Trauma	Moderate	null	2	Yes	6,415.29419	8
4	radiotherapy	E	Dr John	4	111,998	71-80	Other	Urgent	Minor	null	6	Yes	3,411.143125	21
4	radiotherapy	C	Dr John	0	14,800	31-40	Female	Emergency	Moderate	Other	2	Yes	4,233.550494	6
3	anesthesia	A	Dr John	5	90,128	51-60	Other	Emergency	Minor	Other	2	Yes	4,467.946861	29
4	gynecology	F	Dr Olivia	8	76,874	21-30	Female	Trauma	Moderate	null	4	Yes	4,664.105595	8
2	gynecology	B	Dr Olivia	6	113,643	21-30	Female	Trauma	Moderate	Other	2	Yes	4,913.854305	9
4	radiotherapy	E	Dr Sam	3	58,239	61-70	Male	Trauma	Moderate	Other	2	Yes	4,594.681374	22
4	gynecology	D	Dr Nathan	9	53,274	21-30	Female	Trauma	Extreme	Other	4	Yes	3,185.289342	8
4	gynecology	D	Dr Nathan	7	51,251	21-30	Female	Urgent	Extreme	Other	3	Yes	4,022.635147	9
2	gynecology	B	Dr Olivia	6	102,455	31-40	Female	Trauma	Moderate	null	2	Yes	3,592.514883	8
4	gynecology	D	Dr Olivia	6	12,411	41-50	Female	Emergency	Moderate	Other	4	Yes	3,769.390579	11
4	gynecology	D	Dr Nathan	9	109,207	31-40	Female	Trauma	Minor	null	2	Yes	4,535.481003	7
2	gynecology	D	Dr Nathan	3	128,905	21-30	Female	Trauma	Extreme	null	2	Yes	5,087.090602	9
2	gynecology	D	Dr Nathan	7	52,920	31-40	Female	Emergency	Minor	Other	2	Yes	3,526.985631	9
21	gynecology	D	Dr Nathan	0	114,060	31-40	Female	Trauma	Minor	Other	9	Yes	4,892.138445	11
4	anesthesia	A	Dr Mark	2	115,426	61-70	Male	Trauma	Extreme	Other	4	Yes	4,852.973829	24
3	TB & Chest disease	E	Dr John	2	22,886	21-30	Other	Emergency	Moderate	null	6	Yes	4,592.532293	29
2	gynecology	D	Dr Olivia	3	21,656	21-30	Female	Urgent	Moderate	null	2	Yes	4,357.872739	9
4	gynecology	F	Dr Nathan	1	101,663	41-50	Female	Emergency	Minor	null	4	Yes	4,596.933302	9
5	anesthesia	C	Dr John	6	14,284	61-70	Female	Urgent	Extreme	null	2	Yes	4,480.146934	32
1	anesthesia	E	Dr John	5	118,664	41-50	Other	Trauma	Moderate	Other	4	Yes	4,311.795421	18
2	gynecology	B	Dr Olivia	6	86,988	31-40	Female	Urgent	Moderate	Other	2	Yes	6,775.054388	8
4	radiotherapy	E	Dr John	8	6,590	21-30	Female	Urgent	Minor	Other	4	Yes	4,896.516028	24
3	gynecology	D	Dr Olivia	7	43,461	21-30	Female	Emergency	Moderate	null	4	Yes	4,606.916958	9
6	gynecology	D	Dr Nathan	7	129,756	21-30	Female	Trauma	Extreme	null	4	Yes	3,005.97608	8
2	radiotherapy	E	Dr John	5	46,013	51-60	Female	Trauma	Moderate	Other	2	Yes	4,545.675493	30
2	gynecology	B	Dr Olivia	3	75,090	41-50	Female	Emergency	Moderate	null	4	Yes	3,780.521276	8
2	radiotherapy	A	Dr John	1	4,061	61-70	Other	Emergency	Minor	null	2	Yes	4,920.526745	23
2	gynecology	F	Dr Olivia	6	126,724	21-30	Female	Trauma	Moderate	null	4	Yes	4,922.549558	7
2	anesthesia	E	Dr Mark	3	90,483	31-40	Male	Emergency	Moderate	Other	6	Yes	5,700.56242	20
4	gynecology	B	Dr Olivia	3	62,295	21-30	Female	Trauma	Moderate	Other	3	Yes	6,204.109317	8
8	gynecology	D	Dr Nathan	0	25,337	21-30	Female	Trauma	Extreme	Other	4	Yes	4,159.884094	9
2	gynecology	F	Dr Olivia	9	73,723	21-30	Female	Trauma	Moderate	null	4	Yes	3,119.85709	8
4	gynecology	F	Dr Olivia	7	41,765	21-30	Female	Trauma	Moderate	Other	2	Yes	3,740.18212	9
4	gynecology	F	Dr Nathan	2	43,800	21-30	Female	Trauma	Minor	Other	2	Yes	3,690.353859	9
5	gynecology	B	Dr Olivia	6	79,267	41-50	Female	Trauma	Moderate	null	2	Yes	5,326.11248	8
2	radiotherapy	C	Dr Sam	2	101,771	41-50	Male	Trauma	Moderate	null	4	Yes	4,624.623408	6
3	TB & Chest disease	E	Dr Mark	3	32,114	41-50	Male	Emergency	Minor	Other	2	Yes	3,560.975059	11
3	gynecology	B	Dr Nathan	3	12,115	21-30	Female	Trauma	Minor	Other	4	Yes	3,982.167796	9
3	TB & Chest disease	E	Dr John	10	23,632	21-30	Other	Trauma	Moderate	Other	5	Yes	4,195.554738	23
2	anesthesia	C	Dr John	10	123,860	61-70	Female	Emergency	Extreme	null	2	Yes	4,679.096214	36
4	gynecology	D	Dr Nathan	8	38,959	21-30	Female	Emergency	Extreme	null	2	Yes	6,886.601844	7
4	gynecology	B	Dr Nathan	5	13,934	41-50	Female	Trauma	Minor	Other	2	Yes	3,893.970276	7
5	TB & Chest disease	E	Dr John	4	52,801	61-70	Female	Trauma	Moderate	Other	4	Yes	4,783.931209	26
3	gynecology	F	Dr Olivia	7	13,868	21-30	Female	Trauma	Moderate	Other	2	Yes	7,105.161623	8

Subsets and Splits