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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	gynecology	F	Dr Olivia	0	48,912	21-30	Female	Trauma	Moderate	null	4	No	4,634.749041	9
2	gynecology	D	Dr Sarah	10	82,878	41-50	Female	Urgent	Moderate	High Blood Pressure	2	Yes	4,846.419957	9
3	gynecology	B	Dr Olivia	4	79,809	41-50	Female	Trauma	Moderate	null	6	No	4,597.523927	7
21	gynecology	D	Dr Nathan	7	50,564	31-40	Female	Trauma	Minor	null	2	No	4,817.679529	10
3	gynecology	D	Dr Sophia	10	83,439	31-40	Female	Trauma	Extreme	Diabetes	4	Yes	6,075.534401	9
3	radiotherapy	E	Dr John	7	50,785	61-70	Female	Trauma	Moderate	High Blood Pressure	4	No	4,827.59316	26
2	gynecology	F	Dr Olivia	0	11,062	21-30	Female	Trauma	Moderate	Other	4	No	4,666.850203	10
2	gynecology	D	Dr Nathan	5	76,472	31-40	Female	Trauma	Extreme	Other	2	Yes	3,628.461287	9
2	radiotherapy	E	Dr John	9	97,565	71-80	Other	Trauma	Moderate	null	2	Yes	4,646.963861	23
8	TB & Chest disease	E	Dr Mark	2	129,313	21-30	Male	Trauma	Extreme	Asthama	2	No	4,841.541282	33
3	gynecology	D	Dr Sarah	10	2,331	41-50	Female	Emergency	Moderate	High Blood Pressure	4	Yes	3,228.819375	8
2	gynecology	F	Dr Olivia	2	15,266	31-40	Female	Trauma	Moderate	null	4	Yes	3,875.516635	9
2	gynecology	B	Dr Olivia	1	4,288	21-30	Female	Trauma	Moderate	Other	4	Yes	4,591.735232	9
3	radiotherapy	E	Dr Sam	4	127,971	61-70	Male	Emergency	Moderate	null	1	No	4,694.490568	24
2	gynecology	D	Dr Olivia	5	28,972	21-30	Female	Emergency	Moderate	null	4	No	4,863.803705	8
4	gynecology	F	Dr Olivia	6	107,106	21-30	Female	Trauma	Moderate	null	4	No	4,917.227799	10
4	gynecology	B	Dr Olivia	6	125,240	41-50	Female	Urgent	Moderate	Other	4	No	3,807.736806	9
2	gynecology	D	Dr Olivia	8	30,348	21-30	Female	Emergency	Moderate	null	2	Yes	5,133.670345	9
2	gynecology	F	Dr Sarah	8	45,155	11-20	Female	Trauma	Moderate	High Blood Pressure	3	No	3,730.690476	9
3	gynecology	F	Dr Sarah	8	43,693	11-20	Female	Trauma	Moderate	Asthama	3	Yes	4,974.721438	9
4	gynecology	D	Dr Nathan	4	41,319	31-40	Female	Trauma	Extreme	null	4	Yes	3,909.162218	8
3	gynecology	F	Dr Sophia	9	4,495	21-30	Female	Trauma	Minor	Diabetes	6	Yes	4,824.243773	8
2	gynecology	D	Dr Sarah	7	43,439	31-40	Female	Urgent	Minor	Asthama	2	Yes	4,136.615279	9
4	radiotherapy	E	Dr John	7	103,849	31-40	Other	Trauma	Minor	null	4	No	4,065.0283	6
6	gynecology	D	Dr Sarah	9	42,611	11-20	Female	Emergency	Moderate	High Blood Pressure	4	Yes	5,084.354988	8
3	gynecology	B	Dr Sarah	0	28,971	31-40	Female	Trauma	Extreme	Asthama	2	No	5,309.97018	7
3	gynecology	F	Dr Sarah	4	29,717	11-20	Female	Trauma	Minor	Asthama	2	No	6,647.214251	7
3	gynecology	D	Dr Sarah	0	87,199	21-30	Female	Emergency	Minor	Asthama	2	Yes	5,791.681562	9
3	gynecology	F	Dr Nathan	0	72,329	21-30	Female	Urgent	Minor	Other	3	Yes	4,718.07743	8
5	gynecology	F	Dr Nathan	6	74,233	21-30	Female	Trauma	Minor	Other	4	No	3,815.256755	9
2	TB & Chest disease	E	Dr John	2	129,964	61-70	Other	Trauma	Moderate	Other	2	No	4,685.666847	19
2	gynecology	B	Dr Sarah	1	27,208	11-20	Female	Trauma	Extreme	Asthama	2	Yes	5,562.346829	9
3	anesthesia	E	Dr John	1	29,577	31-40	Female	Trauma	Minor	null	3	Yes	4,779.630205	19
11	gynecology	F	Dr Nathan	2	42,896	21-30	Female	Emergency	Minor	null	5	Yes	5,341.803592	8
3	gynecology	D	Dr Nathan	8	28,340	21-30	Female	Emergency	Minor	Other	4	No	3,800.198	9
3	gynecology	B	Dr Sarah	8	89,376	31-40	Female	Trauma	Moderate	Asthama	14	Yes	5,034.689462	9
6	gynecology	B	Dr Sarah	5	68,306	11-20	Female	Emergency	Extreme	Asthama	6	Yes	4,271.894954	9
2	anesthesia	A	Dr Mark	0	99,238	61-70	Male	Trauma	Moderate	null	2	Yes	5,705.953801	38
2	gynecology	D	Dr Sarah	0	9,855	11-20	Female	Emergency	Moderate	Asthama	2	Yes	3,893.260375	8
2	gynecology	B	Dr Sophia	2	88,164	21-30	Female	Trauma	Extreme	Diabetes	6	Yes	6,939.663575	7
2	gynecology	F	Dr Olivia	3	111,724	21-30	Female	Trauma	Moderate	null	4	Yes	7,064.144192	8
2	gynecology	F	Dr Olivia	8	46,429	21-30	Female	Trauma	Moderate	null	4	Yes	4,713.752887	9
21	anesthesia	E	Dr John	0	104,672	31-40	Female	Emergency	Minor	Other	3	Yes	4,477.801067	13
3	gynecology	D	Dr Sarah	4	35,122	11-20	Female	Urgent	Moderate	Asthama	2	Yes	5,046.235748	9
4	gynecology	B	Dr Sarah	9	2,900	11-20	Female	Emergency	Moderate	High Blood Pressure	2	Yes	4,742.764687	8
2	anesthesia	E	Dr John	4	86,570	51-60	Female	Trauma	Moderate	null	4	Yes	4,961.9182	36
2	gynecology	F	Dr Olivia	2	43,714	21-30	Female	Trauma	Moderate	null	4	Yes	2,489.557042	9
2	anesthesia	C	Dr Mark	1	126,221	71-80	Male	Emergency	Moderate	null	2	Yes	4,672.975045	31
4	gynecology	D	Dr Sarah	1	41,108	41-50	Female	Trauma	Extreme	High Blood Pressure	4	Yes	4,588.296314	7
3	gynecology	B	Dr Sarah	5	74,875	11-20	Female	Trauma	Minor	High Blood Pressure	2	Yes	4,600.865182	10
4	gynecology	D	Dr Nathan	4	127,001	21-30	Female	Emergency	Extreme	null	4	Yes	3,577.398237	7
13	gynecology	F	Dr Nathan	5	79,546	31-40	Female	Trauma	Minor	null	7	Yes	3,850.891545	11
4	gynecology	B	Dr Sarah	3	87,976	11-20	Female	Urgent	Moderate	High Blood Pressure	2	Yes	6,778.33401	8
4	gynecology	F	Dr Sarah	2	105,615	41-50	Female	Trauma	Minor	Asthama	4	Yes	4,719.450214	9
2	gynecology	F	Dr Olivia	6	97,032	31-40	Female	Emergency	Moderate	null	2	Yes	4,609.8213	8
4	gynecology	F	Dr Olivia	2	10,645	21-30	Female	Trauma	Moderate	null	3	Yes	3,497.666831	10
2	gynecology	F	Dr Sarah	4	14,087	11-20	Female	Trauma	Moderate	High Blood Pressure	2	Yes	6,765.336973	8
2	gynecology	B	Dr Olivia	3	124,227	31-40	Female	Emergency	Moderate	null	2	Yes	3,544.851744	8
10	gynecology	D	Dr Nathan	0	118,588	31-40	Female	Trauma	Minor	null	4	Yes	5,072.320831	10
2	gynecology	D	Dr Olivia	9	49,471	31-40	Female	Emergency	Moderate	Other	12	Yes	3,744.412695	10
4	radiotherapy	E	Dr John	4	97,720	71-80	Other	Trauma	Extreme	Asthama	4	Yes	3,612.183546	20
3	gynecology	F	Dr Olivia	5	6,248	21-30	Female	Urgent	Moderate	null	3	Yes	4,915.654189	8
4	gynecology	B	Dr Nathan	5	89,731	31-40	Female	Trauma	Extreme	null	4	Yes	4,696.810607	8
2	gynecology	D	Dr Olivia	5	89,856	21-30	Female	Trauma	Moderate	null	4	Yes	6,817.120115	7
3	gynecology	F	Dr Sarah	2	68,706	11-20	Female	Trauma	Moderate	High Blood Pressure	2	Yes	4,801.029017	11
2	gynecology	B	Dr Olivia	7	47,583	21-30	Female	Trauma	Moderate	Other	2	Yes	5,888.818033	8
3	gynecology	B	Dr Nathan	10	79,775	21-30	Female	Trauma	Minor	Other	6	Yes	4,631.401115	8
3	gynecology	D	Dr Sophia	4	110,701	21-30	Female	Trauma	Extreme	Heart disease	2	Yes	3,725.815868	7
3	gynecology	F	Dr Sophia	7	60,101	21-30	Female	Urgent	Moderate	Heart disease	2	Yes	5,130.566143	9
4	surgery	A	Dr Isaac	6	42,733	61-70	Male	Trauma	Moderate	null	2	Yes	5,377.743314	40
4	gynecology	D	Dr Nathan	4	80,885	21-30	Female	Trauma	Minor	null	4	Yes	6,559.09036	7
4	gynecology	F	Dr Nathan	5	34,309	21-30	Female	Trauma	Extreme	null	4	Yes	4,811.405804	7
3	gynecology	D	Dr Sophia	9	14,703	31-40	Female	Urgent	Minor	Heart disease	2	Yes	3,996.147718	8
7	radiotherapy	A	Dr John	2	86,020	41-50	Female	Trauma	Moderate	null	4	Yes	4,227.398675	5
2	gynecology	B	Dr Nathan	2	80,606	21-30	Female	Emergency	Minor	Other	2	Yes	6,535.364931	9
2	gynecology	B	Dr Sophia	3	46,394	31-40	Female	Trauma	Moderate	Heart disease	4	Yes	5,288.871589	9
3	gynecology	F	Dr Sarah	4	24,815	11-20	Female	Emergency	Moderate	High Blood Pressure	4	Yes	3,910.427698	8
3	radiotherapy	E	Dr John	0	38,286	41-50	Other	Trauma	Moderate	High Blood Pressure	4	Yes	3,272.835245	7
4	radiotherapy	E	Dr John	10	2,081	41-50	Other	Urgent	Moderate	Heart disease	2	Yes	3,367.021709	7
4	gynecology	B	Dr Sophia	7	128,805	31-40	Female	Trauma	Moderate	Heart disease	2	Yes	5,607.629457	10
2	anesthesia	A	Dr Mark	7	3,570	41-50	Male	Trauma	Minor	null	2	Yes	3,887.056471	15
4	gynecology	F	Dr Sophia	9	50,736	31-40	Female	Trauma	Moderate	Heart disease	3	Yes	6,823.28062	8
5	gynecology	D	Dr Sarah	4	46,458	41-50	Female	Emergency	Minor	High Blood Pressure	4	Yes	5,674.30181	9
3	gynecology	F	Dr Olivia	0	6,504	21-30	Female	Urgent	Moderate	Other	2	Yes	4,004.28696	9
3	radiotherapy	A	Dr John	10	15,970	41-50	Female	Trauma	Moderate	Other	3	Yes	5,454.742374	5
4	gynecology	B	Dr Nathan	9	93,129	21-30	Female	Trauma	Minor	null	2	Yes	4,099.605241	9
2	radiotherapy	A	Dr John	7	13,038	51-60	Female	Trauma	Minor	High Blood Pressure	3	Yes	6,278.117867	21
4	TB & Chest disease	A	Dr John	10	14,311	41-50	Other	Trauma	Moderate	null	2	Yes	4,090.374389	13
3	gynecology	B	Dr Sarah	7	21,601	31-40	Female	Trauma	Extreme	High Blood Pressure	2	Yes	4,948.917023	8
3	radiotherapy	E	Dr Sam	6	57,015	71-80	Male	Trauma	Moderate	null	6	Yes	6,392.877343	20
3	gynecology	F	Dr Olivia	1	4,086	21-30	Female	Trauma	Moderate	null	6	Yes	4,169.393378	10
2	radiotherapy	E	Dr John	5	22,077	41-50	Other	Trauma	Moderate	null	2	Yes	6,999.088479	6
2	radiotherapy	A	Dr Sam	7	20,473	21-30	Male	Trauma	Moderate	Heart disease	2	Yes	5,747.780541	23
3	gynecology	F	Dr Olivia	5	65,130	21-30	Female	Urgent	Moderate	Other	2	Yes	4,864.160328	8
4	gynecology	F	Dr Sarah	2	124,134	31-40	Female	Trauma	Minor	High Blood Pressure	4	Yes	3,546.853687	9
4	gynecology	B	Dr Olivia	5	3,697	31-40	Female	Emergency	Moderate	null	4	Yes	3,779.076088	9
4	gynecology	D	Dr Sophia	5	120,082	31-40	Female	Trauma	Moderate	Heart disease	2	Yes	3,497.252514	9
3	gynecology	F	Dr Sarah	2	2,451	31-40	Female	Trauma	Minor	High Blood Pressure	3	Yes	4,103.792852	7
3	gynecology	F	Dr Olivia	10	110,765	21-30	Female	Trauma	Moderate	null	4	Yes	3,938.979822	8
3	anesthesia	A	Dr John	6	112,745	41-50	Other	Trauma	Moderate	Heart disease	2	Yes	4,325.049081	17

Subsets and Splits