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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	gynecology	F	Dr Olivia	8	79,235	31-40	Female	Trauma	Moderate	Other	5	Yes	4,283.918731	8
3	anesthesia	E	Dr John	5	3,887	31-40	Female	Trauma	Moderate	null	2	Yes	4,941.377062	18
3	gynecology	F	Dr Olivia	9	73,297	41-50	Female	Trauma	Moderate	Other	3	Yes	4,906.333522	8
4	gynecology	D	Dr Nathan	4	67,027	21-30	Female	Trauma	Minor	Other	6	Yes	4,793.744305	8
2	gynecology	D	Dr Nathan	0	35,462	21-30	Female	Trauma	Extreme	Other	2	Yes	4,407.998896	10
4	TB & Chest disease	E	Dr Mark	2	41,494	51-60	Male	Trauma	Moderate	null	4	Yes	5,625.239154	24
3	anesthesia	E	Dr John	6	30,400	31-40	Female	Trauma	Minor	null	3	Yes	4,051.739832	18
3	radiotherapy	A	Dr Sam	2	63,056	51-60	Male	Trauma	Moderate	Other	2	Yes	5,096.564756	22
3	gynecology	F	Dr Olivia	8	117,137	21-30	Female	Trauma	Moderate	null	2	Yes	2,144.013112	9
4	radiotherapy	E	Dr Sam	6	36,130	51-60	Male	Trauma	Moderate	Other	4	Yes	6,696.761597	26
4	gynecology	D	Dr Olivia	4	122,863	21-30	Female	Trauma	Moderate	Other	2	Yes	4,047.027932	9
4	gynecology	F	Dr Nathan	4	125,786	21-30	Female	Emergency	Minor	Other	6	Yes	6,845.88826	8
3	gynecology	F	Dr Olivia	1	44,526	21-30	Female	Trauma	Moderate	Other	4	Yes	4,143.37647	9
5	gynecology	D	Dr Nathan	1	42,843	41-50	Female	Emergency	Extreme	null	4	Yes	4,390.819415	9
3	gynecology	D	Dr Nathan	0	99,372	41-50	Female	Trauma	Extreme	Other	2	Yes	3,405.905275	9
3	radiotherapy	A	Dr Sam	0	115,294	51-60	Male	Emergency	Moderate	null	2	Yes	4,825.3909	23
4	radiotherapy	C	Dr John	4	11,664	71-80	Female	Emergency	Moderate	null	4	Yes	5,791.628111	23
5	gynecology	D	Dr Olivia	4	19,331	21-30	Female	Trauma	Moderate	Other	4	Yes	4,002.755214	9
2	gynecology	F	Dr Olivia	5	6,814	21-30	Female	Emergency	Moderate	Other	2	Yes	4,999.30833	9
4	gynecology	F	Dr Nathan	2	115,247	21-30	Female	Trauma	Minor	Other	4	Yes	4,838.844833	9
4	gynecology	D	Dr Olivia	6	78,548	21-30	Female	Emergency	Moderate	Other	5	Yes	4,371.467152	9
4	gynecology	D	Dr Olivia	2	126,362	21-30	Female	Trauma	Moderate	null	2	Yes	8,285.92773	8
3	radiotherapy	A	Dr Sam	5	26,775	41-50	Male	Trauma	Moderate	Other	2	Yes	4,777.350016	7
3	gynecology	B	Dr Olivia	6	110,012	21-30	Female	Emergency	Moderate	Other	2	Yes	5,361.952318	7
2	radiotherapy	A	Dr Sam	9	19,311	61-70	Male	Trauma	Moderate	null	2	Yes	5,876.177083	24
2	gynecology	B	Dr Olivia	9	102,861	31-40	Female	Trauma	Moderate	null	4	Yes	4,874.062083	7
3	anesthesia	E	Dr Mark	0	79,056	21-30	Male	Emergency	Extreme	null	2	Yes	7,297.135455	45
3	gynecology	D	Dr Nathan	0	16,781	21-30	Female	Urgent	Extreme	Other	2	Yes	4,707.613546	8
4	gynecology	B	Dr Olivia	7	96,417	31-40	Female	Urgent	Moderate	Other	2	Yes	4,895.241608	9
5	gynecology	B	Dr Nathan	0	4,839	21-30	Female	Urgent	Minor	Other	0	Yes	4,711.983779	9
3	gynecology	F	Dr Nathan	5	18,328	21-30	Female	Trauma	Minor	Other	6	Yes	7,179.507318	9
4	gynecology	F	Dr Olivia	10	81,803	41-50	Female	Trauma	Moderate	Other	4	Yes	4,912.815365	9
2	gynecology	F	Dr Olivia	4	112,469	21-30	Female	Trauma	Moderate	Other	2	Yes	8,130.158588	9
4	gynecology	D	Dr Nathan	8	35,426	31-40	Female	Trauma	Minor	null	2	Yes	4,020.655308	7
2	gynecology	B	Dr Nathan	5	82,165	31-40	Female	Trauma	Minor	Other	2	Yes	4,919.652377	8
3	gynecology	F	Dr Olivia	2	27,033	41-50	Female	Urgent	Moderate	Other	3	Yes	4,693.960419	8
2	radiotherapy	A	Dr John	4	72,179	71-80	Female	Trauma	Moderate	null	2	Yes	4,874.857631	25
3	anesthesia	E	Dr John	1	44,698	31-40	Female	Trauma	Moderate	Other	4	Yes	4,083.17335	21
2	anesthesia	A	Dr Mark	6	77,282	51-60	Male	Trauma	Minor	Other	2	Yes	5,713.160522	31
4	TB & Chest disease	E	Dr Mark	8	5,474	21-30	Male	Trauma	Moderate	null	4	Yes	4,123.250151	23
3	gynecology	F	Dr Olivia	4	84,445	21-30	Female	Emergency	Moderate	Other	2	Yes	3,830.617049	10
2	gynecology	F	Dr Nathan	10	30,664	21-30	Female	Trauma	Minor	Other	2	Yes	4,825.268247	9
4	gynecology	D	Dr Nathan	3	124,106	41-50	Female	Trauma	Extreme	null	4	Yes	4,015.349954	11
2	gynecology	F	Dr Olivia	6	128,344	21-30	Female	Trauma	Moderate	Other	2	Yes	4,849.299515	7
2	gynecology	B	Dr Olivia	9	46,506	21-30	Female	Trauma	Moderate	Other	2	Yes	4,718.235607	8
3	gynecology	F	Dr Nathan	5	114,087	21-30	Female	Urgent	Minor	Other	3	Yes	5,040.467948	9
4	gynecology	F	Dr Nathan	7	108,180	41-50	Female	Trauma	Minor	Other	3	Yes	4,762.247904	9
2	gynecology	D	Dr Nathan	8	50,158	31-40	Female	Trauma	Extreme	null	2	Yes	4,267.927652	8
4	gynecology	B	Dr Olivia	5	89,574	21-30	Female	Emergency	Moderate	Other	4	Yes	5,483.545285	9
3	gynecology	F	Dr Nathan	7	38,846	21-30	Female	Emergency	Minor	Other	2	Yes	4,780.82398	8
2	gynecology	B	Dr Olivia	5	24,954	21-30	Female	Emergency	Moderate	Other	2	Yes	6,409.75119	7
2	gynecology	B	Dr Nathan	3	29,381	21-30	Female	Urgent	Minor	Other	2	Yes	3,731.8669	9
3	gynecology	F	Dr Nathan	9	20,792	21-30	Female	Urgent	Extreme	Other	3	Yes	4,634.54302	11
2	gynecology	B	Dr Olivia	4	52,728	21-30	Female	Trauma	Moderate	null	2	Yes	4,542.506096	10
5	gynecology	F	Dr Nathan	0	17,775	31-40	Female	Trauma	Minor	Other	4	Yes	3,983.038409	9
5	gynecology	D	Dr Olivia	6	15,072	21-30	Female	Emergency	Moderate	Other	6	Yes	4,915.151388	8
4	gynecology	F	Dr Nathan	8	33,054	21-30	Female	Emergency	Minor	Other	2	Yes	4,256.399683	9
3	radiotherapy	A	Dr Sam	1	38,892	31-40	Male	Trauma	Moderate	Other	2	Yes	4,837.093309	6
8	gynecology	D	Dr Olivia	0	90,130	21-30	Female	Trauma	Moderate	null	4	Yes	3,295.973646	9
4	gynecology	F	Dr Nathan	10	12,968	31-40	Female	Trauma	Minor	Other	4	Yes	4,948.192137	9
2	radiotherapy	A	Dr John	6	45,641	61-70	Female	Trauma	Moderate	Other	3	Yes	5,296.067738	21
3	gynecology	F	Dr Nathan	2	93,169	21-30	Female	Trauma	Extreme	Other	2	Yes	3,163.303404	6
2	gynecology	B	Dr Nathan	2	70,234	21-30	Female	Trauma	Minor	Other	2	Yes	5,862.173978	8
3	radiotherapy	E	Dr Sam	0	82,148	81-90	Male	Trauma	Moderate	null	6	Yes	5,442.528697	22
3	anesthesia	E	Dr Mark	1	83,667	41-50	Male	Emergency	Moderate	null	4	Yes	6,614.590955	21
5	gynecology	F	Dr Olivia	3	53,601	21-30	Female	Trauma	Moderate	null	4	Yes	3,771.032248	9
2	anesthesia	A	Dr Mark	7	30,766	71-80	Male	Trauma	Moderate	null	4	Yes	4,438.911981	31
2	radiotherapy	E	Dr John	2	70,941	21-30	Female	Trauma	Minor	Other	6	Yes	4,353.857442	24
3	radiotherapy	A	Dr John	1	27,499	21-30	Female	Trauma	Moderate	Other	2	Yes	2,748.254806	19
2	gynecology	B	Dr Nathan	5	34,718	21-30	Female	Trauma	Minor	Other	2	Yes	4,764.177187	8
5	gynecology	D	Dr Olivia	6	29,970	21-30	Female	Emergency	Moderate	Other	4	Yes	3,297.29347	9
5	gynecology	F	Dr Nathan	7	81,557	31-40	Female	Trauma	Minor	null	4	Yes	3,996.770264	10
5	anesthesia	E	Dr Mark	2	27,215	51-60	Male	Trauma	Moderate	null	4	Yes	4,072.807514	27
3	radiotherapy	E	Dr Sam	2	128,732	31-40	Male	Urgent	Extreme	Other	3	Yes	4,559.875751	6
3	anesthesia	E	Dr Mark	0	58,410	31-40	Male	Trauma	Moderate	Other	4	Yes	7,250.860309	19
3	gynecology	B	Dr Olivia	4	3,349	31-40	Female	Trauma	Moderate	Other	4	Yes	5,193.30596	9
3	gynecology	F	Dr Olivia	1	115,358	41-50	Female	Urgent	Moderate	null	3	Yes	4,323.144563	9
4	TB & Chest disease	E	Dr Mark	6	28,254	51-60	Male	Trauma	Moderate	null	2	Yes	4,665.543708	32
4	gynecology	D	Dr Nathan	4	30,329	41-50	Female	Trauma	Extreme	Other	2	Yes	4,664.103622	8
5	anesthesia	C	Dr Mark	9	108,678	71-80	Male	Emergency	Moderate	null	3	Yes	4,759.870881	29
2	gynecology	D	Dr Nathan	1	120,706	31-40	Female	Trauma	Extreme	Other	2	Yes	5,382.961328	10
4	gynecology	D	Dr Olivia	4	42,885	31-40	Female	Trauma	Moderate	Other	2	Yes	3,899.355757	8
4	gynecology	F	Dr Olivia	7	25,671	21-30	Female	Emergency	Moderate	null	4	Yes	4,148.846688	8
3	radiotherapy	E	Dr John	3	30,807	21-30	Female	Trauma	Moderate	Other	16	Yes	4,126.483599	27
3	gynecology	F	Dr Nathan	2	44,618	41-50	Female	Trauma	Extreme	Other	6	Yes	4,592.257346	6
2	gynecology	D	Dr Nathan	1	43,845	21-30	Female	Trauma	Extreme	null	2	Yes	6,876.32689	8
4	gynecology	F	Dr Olivia	7	124,401	21-30	Female	Trauma	Moderate	null	4	Yes	4,700.859373	8
4	radiotherapy	E	Dr Sam	0	107,828	81-90	Male	Trauma	Moderate	Other	2	Yes	5,115.809771	22
3	gynecology	F	Dr Nathan	2	77,012	21-30	Female	Trauma	Minor	null	2	Yes	3,939.831007	9
2	gynecology	D	Dr Olivia	5	75,462	21-30	Female	Emergency	Moderate	Other	4	Yes	4,265.998406	9
4	radiotherapy	C	Dr John	1	112,767	31-40	Female	Trauma	Moderate	Other	4	Yes	4,991.633455	6
3	gynecology	D	Dr Nathan	9	81,925	21-30	Female	Trauma	Minor	Other	12	Yes	4,607.364645	9
3	gynecology	F	Dr Olivia	9	30,568	21-30	Female	Emergency	Moderate	null	3	Yes	3,000.241855	9
3	gynecology	D	Dr Nathan	10	115,806	31-40	Female	Trauma	Minor	null	2	Yes	4,713.710105	7
3	gynecology	F	Dr Olivia	1	76,759	31-40	Female	Emergency	Moderate	Other	2	Yes	6,975.801446	7
2	gynecology	D	Dr Nathan	3	124,796	21-30	Female	Trauma	Extreme	Other	4	Yes	4,105.954625	9
4	gynecology	D	Dr Olivia	1	11,055	41-50	Female	Trauma	Moderate	Other	4	Yes	4,011.271203	11
4	gynecology	F	Dr Olivia	1	77,621	21-30	Female	Trauma	Moderate	Other	4	Yes	8,716.998449	11
5	gynecology	D	Dr Olivia	5	66,097	31-40	Female	Emergency	Moderate	null	2	Yes	4,946.823435	9
5	anesthesia	E	Dr John	4	93,302	41-50	Female	Trauma	Moderate	Other	2	Yes	4,473.881153	16

Subsets and Splits

Diabetes Patients Aged 31-4

Retrieves specific records of individuals aged 31-40 with diabetes, providing limited analytical value without further aggregation or context.

Extreme Heart Disease Cases

The query retrieves all records of patients with extreme severity of illness and heart disease, providing limited analytical value beyond basic filtering.