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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
2	radiotherapy	C	Dr Sam	1	15,599	41-50	Male	Emergency	Moderate	Other	2	Yes	5,101.655098	6
3	anesthesia	E	Dr Mark	3	32,457	31-40	Male	Trauma	Extreme	Other	2	Yes	5,171.243817	20
5	gynecology	F	Dr Olivia	8	49,145	21-30	Female	Emergency	Moderate	null	4	Yes	4,894.557166	8
3	gynecology	F	Dr Olivia	3	97,001	21-30	Female	Trauma	Moderate	null	3	Yes	4,822.97768	9
4	gynecology	F	Dr Olivia	4	15,407	41-50	Female	Trauma	Moderate	null	2	Yes	5,254.507123	8
3	gynecology	F	Dr Nathan	8	129,410	41-50	Female	Emergency	Minor	Other	7	Yes	7,673.321034	7
1	gynecology	F	Dr Olivia	3	49,356	41-50	Female	Trauma	Moderate	Other	10	Yes	3,327.183089	7
3	gynecology	D	Dr Olivia	4	46,237	21-30	Female	Emergency	Moderate	Other	2	Yes	4,156.589722	9
3	gynecology	D	Dr Olivia	4	116,867	21-30	Female	Emergency	Moderate	Other	2	Yes	5,759.696852	9
2	gynecology	B	Dr Olivia	5	30,579	21-30	Female	Trauma	Moderate	Other	2	Yes	6,346.113126	8
7	radiotherapy	A	Dr John	6	128,444	71-80	Other	Trauma	Extreme	null	2	Yes	3,365.568361	25
13	gynecology	D	Dr Olivia	3	113,520	31-40	Female	Trauma	Moderate	Other	2	Yes	4,771.722126	11
4	gynecology	B	Dr Nathan	4	19,689	21-30	Female	Trauma	Minor	null	2	Yes	6,295.323785	8
5	gynecology	D	Dr Olivia	10	52,223	31-40	Female	Emergency	Moderate	Other	6	Yes	7,439.624906	9
5	anesthesia	A	Dr Mark	4	33,322	71-80	Male	Emergency	Moderate	Other	2	Yes	4,867.741835	27
3	gynecology	D	Dr Olivia	0	66,215	21-30	Female	Emergency	Moderate	null	2	Yes	3,683.165241	10
2	radiotherapy	A	Dr John	8	84,969	31-40	Female	Trauma	Minor	Other	4	Yes	4,171.417473	6
6	radiotherapy	C	Dr John	5	109,905	71-80	Female	Emergency	Moderate	Other	4	Yes	4,894.729966	27
3	radiotherapy	E	Dr Sam	3	83,289	71-80	Male	Emergency	Moderate	null	8	Yes	4,752.68731	22
2	radiotherapy	A	Dr Sam	4	10,791	61-70	Male	Trauma	Moderate	null	3	Yes	5,606.882358	23
3	gynecology	F	Dr Olivia	0	27,675	21-30	Female	Trauma	Moderate	Other	2	Yes	6,045.697954	8
2	gynecology	D	Dr Nathan	0	31,951	21-30	Female	Emergency	Minor	null	2	Yes	5,147.757476	9
4	gynecology	F	Dr Olivia	8	125,485	31-40	Female	Trauma	Moderate	Other	2	Yes	3,171.118846	9
3	anesthesia	E	Dr Mark	5	23,211	61-70	Male	Trauma	Moderate	Other	4	Yes	6,768.410647	35
5	gynecology	B	Dr Nathan	6	42,685	31-40	Female	Trauma	Extreme	Other	2	Yes	4,534.795659	7
4	gynecology	B	Dr Nathan	2	87,980	21-30	Female	Trauma	Minor	Other	5	Yes	4,706.214297	8
2	gynecology	D	Dr Olivia	7	27,551	21-30	Female	Emergency	Moderate	null	4	Yes	4,889.143887	8
5	anesthesia	A	Dr Mark	3	12,213	31-40	Male	Emergency	Extreme	Other	6	Yes	5,005.708775	19
3	gynecology	F	Dr Nathan	10	124,740	21-30	Female	Trauma	Minor	Other	2	Yes	4,182.281	9
5	gynecology	D	Dr Nathan	7	127,670	41-50	Female	Trauma	Extreme	Other	4	Yes	4,580.442914	8
2	gynecology	F	Dr Olivia	7	125,116	21-30	Female	Trauma	Moderate	Other	4	Yes	4,329.763868	9
2	radiotherapy	C	Dr John	7	536	61-70	Female	Emergency	Moderate	Other	2	Yes	5,067.974967	22
4	anesthesia	C	Dr John	2	39,106	41-50	Other	Trauma	Extreme	Other	4	Yes	3,709.355818	12
5	gynecology	D	Dr Olivia	9	105,503	21-30	Female	Trauma	Moderate	Other	2	Yes	3,946.310696	9
2	radiotherapy	E	Dr John	10	17,313	61-70	Female	Trauma	Moderate	Other	2	Yes	4,835.036056	22
5	gynecology	F	Dr Nathan	7	124,261	31-40	Female	Trauma	Minor	null	2	Yes	4,587.134615	9
2	gynecology	D	Dr Nathan	2	42,585	21-30	Female	Trauma	Minor	Other	2	Yes	4,887.972596	9
2	radiotherapy	E	Dr Sam	7	29,836	21-30	Male	Urgent	Minor	null	6	Yes	4,398.691609	24
2	anesthesia	A	Dr John	8	12,523	31-40	Other	Trauma	Moderate	null	2	Yes	5,063.094581	20
3	radiotherapy	E	Dr John	5	18,480	31-40	Female	Urgent	Moderate	Other	6	Yes	3,513.878762	7
5	gynecology	D	Dr Olivia	9	117,061	21-30	Female	Trauma	Moderate	Other	3	Yes	4,863.317915	8
3	TB & Chest disease	E	Dr Mark	4	73,031	31-40	Male	Trauma	Moderate	null	4	Yes	4,722.21302	10
5	radiotherapy	E	Dr Sam	3	97,680	21-30	Male	Trauma	Moderate	Other	4	Yes	3,830.371158	25
3	gynecology	B	Dr Olivia	8	32,790	21-30	Female	Urgent	Moderate	Other	2	Yes	2,361.031283	8
5	anesthesia	E	Dr Mark	2	125,098	31-40	Male	Emergency	Moderate	null	4	Yes	4,736.514963	21
2	radiotherapy	C	Dr John	8	10,487	41-50	Female	Urgent	Moderate	Other	2	Yes	6,489.916595	6
2	gynecology	F	Dr Olivia	5	37,471	21-30	Female	Trauma	Moderate	null	2	Yes	5,071.989966	10
2	gynecology	F	Dr Olivia	7	70,712	21-30	Female	Trauma	Moderate	Other	2	Yes	5,486.295203	7
2	gynecology	B	Dr Olivia	2	27,411	31-40	Female	Trauma	Moderate	Other	2	Yes	5,851.330878	9
4	gynecology	F	Dr Olivia	5	42,354	21-30	Female	Emergency	Moderate	Other	4	Yes	4,674.268403	9
2	gynecology	F	Dr Nathan	10	51,428	31-40	Female	Trauma	Extreme	Other	4	Yes	4,126.547592	8
2	gynecology	B	Dr Nathan	3	94,890	21-30	Female	Trauma	Minor	Other	6	Yes	4,947.02814	8
4	gynecology	D	Dr Nathan	10	107,800	41-50	Female	Trauma	Extreme	null	4	Yes	3,764.180334	10
5	gynecology	B	Dr Olivia	7	120,358	31-40	Female	Trauma	Moderate	Other	4	Yes	3,939.384401	9
3	gynecology	F	Dr Nathan	0	14,023	31-40	Female	Urgent	Minor	null	2	Yes	4,962.394839	7
2	radiotherapy	A	Dr John	9	113,653	51-60	Female	Trauma	Moderate	Other	2	Yes	4,755.904384	26
5	gynecology	D	Dr Olivia	9	57,827	21-30	Female	Trauma	Moderate	Other	2	Yes	4,293.362009	9
4	gynecology	F	Dr Olivia	5	70,897	21-30	Female	Trauma	Moderate	null	4	Yes	8,717.955902	11
4	gynecology	F	Dr Olivia	10	11,383	31-40	Female	Trauma	Moderate	Other	4	Yes	4,719.876574	9
3	radiotherapy	E	Dr John	0	21,868	81-90	Female	Trauma	Moderate	Other	6	Yes	2,955.384376	21
2	radiotherapy	E	Dr Sam	4	11,651	61-70	Male	Emergency	Moderate	Other	4	Yes	6,256.283263	24
5	gynecology	D	Dr Nathan	0	90,557	21-30	Female	Emergency	Minor	Other	4	Yes	3,913.551237	8
2	radiotherapy	E	Dr John	5	109,935	21-30	Female	Trauma	Minor	null	4	Yes	5,178.188778	20
3	gynecology	B	Dr Olivia	8	79,920	31-40	Female	Emergency	Moderate	Other	2	Yes	2,439.399139	9
2	gynecology	B	Dr Olivia	8	27,097	21-30	Female	Trauma	Moderate	Other	3	Yes	5,723.682524	9
3	gynecology	D	Dr Nathan	0	63,794	21-30	Female	Emergency	Minor	Other	3	Yes	3,728.054241	9
2	radiotherapy	E	Dr John	5	45,540	41-50	Other	Trauma	Moderate	Other	2	Yes	4,606.071144	6
3	gynecology	D	Dr Olivia	7	72,922	21-30	Female	Trauma	Moderate	null	4	Yes	1,941.22631	8
2	gynecology	F	Dr Nathan	7	85,406	21-30	Female	Urgent	Minor	Other	4	Yes	4,622.49757	9
2	gynecology	D	Dr Nathan	7	49,572	41-50	Female	Emergency	Minor	Other	12	Yes	3,775.640709	9
4	radiotherapy	A	Dr John	6	67,030	81-90	Female	Emergency	Moderate	Other	2	Yes	8,187.100367	15
2	gynecology	D	Dr Olivia	10	108,232	21-30	Female	Emergency	Moderate	Other	4	Yes	4,755.672402	8
4	gynecology	F	Dr Olivia	2	124,527	21-30	Female	Trauma	Moderate	null	4	Yes	3,633.274087	9
4	gynecology	B	Dr Olivia	6	28,926	31-40	Female	Trauma	Moderate	null	4	Yes	4,032.591504	9
4	radiotherapy	A	Dr John	9	95,837	61-70	Female	Trauma	Moderate	Other	2	Yes	6,754.886364	22
2	gynecology	F	Dr Nathan	3	30,938	21-30	Female	Emergency	Minor	null	2	Yes	5,764.39363	10
2	anesthesia	C	Dr John	10	10,926	21-30	Female	Trauma	Extreme	null	2	Yes	4,665.862917	35
3	gynecology	B	Dr Nathan	6	39,712	31-40	Female	Trauma	Minor	null	4	Yes	4,800.197578	8
2	gynecology	B	Dr Nathan	8	103,706	21-30	Female	Trauma	Minor	null	2	Yes	4,596.968063	12
4	gynecology	D	Dr Nathan	6	20,209	21-30	Female	Trauma	Extreme	Other	2	Yes	5,184.053956	9
2	gynecology	D	Dr Nathan	0	102,632	21-30	Female	Urgent	Minor	null	4	Yes	4,791.899516	8
1	gynecology	D	Dr Nathan	6	116,547	31-40	Female	Emergency	Extreme	null	4	Yes	4,054.30743	9
2	radiotherapy	A	Dr John	9	78,381	21-30	Female	Trauma	Minor	Other	4	Yes	4,361.120295	25
11	gynecology	F	Dr Nathan	0	48,595	21-30	Female	Trauma	Minor	null	3	Yes	3,872.456992	9
2	TB & Chest disease	A	Dr John	2	70,939	21-30	Female	Trauma	Minor	Other	2	Yes	4,840.610189	26
3	gynecology	B	Dr Nathan	3	4,652	21-30	Female	Trauma	Minor	null	4	Yes	4,256.597415	8
2	gynecology	B	Dr Olivia	0	124,439	21-30	Female	Trauma	Moderate	null	2	Yes	6,026.505782	7
4	gynecology	D	Dr Olivia	2	29,411	21-30	Female	Trauma	Moderate	null	4	Yes	5,037.466118	9
4	radiotherapy	A	Dr John	8	104,080	31-40	Other	Trauma	Minor	Other	2	Yes	5,222.015684	7
2	anesthesia	A	Dr John	10	119,351	31-40	Other	Trauma	Moderate	Other	2	Yes	5,330.848983	17
3	anesthesia	A	Dr John	2	109,772	41-50	Other	Trauma	Minor	Other	4	Yes	4,348.200728	19
3	gynecology	B	Dr Nathan	9	47,429	21-30	Female	Emergency	Minor	Other	4	Yes	3,674.268851	9
3	gynecology	B	Dr Olivia	4	118,442	21-30	Female	Trauma	Moderate	Other	2	Yes	5,205.82139	9
6	gynecology	D	Dr Olivia	9	124,372	41-50	Female	Emergency	Moderate	Other	4	Yes	4,397.687285	10
2	gynecology	D	Dr Olivia	10	4,303	21-30	Female	Trauma	Moderate	Other	2	Yes	5,420.573052	7
3	anesthesia	C	Dr John	4	673	51-60	Female	Trauma	Extreme	Other	3	Yes	4,733.413625	37
3	radiotherapy	E	Dr Sam	5	60,403	21-30	Male	Emergency	Moderate	null	6	Yes	3,598.689335	20
2	gynecology	D	Dr Olivia	4	81,890	41-50	Female	Emergency	Moderate	Other	4	Yes	3,277.14687	9
4	radiotherapy	E	Dr Sam	9	118,496	21-30	Male	Emergency	Extreme	null	4	Yes	3,838.874404	26
3	gynecology	B	Dr Nathan	7	119,029	21-30	Female	Urgent	Minor	null	2	Yes	5,028.440997	9

Subsets and Splits