Split (1)

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	D	Dr Olivia	5	104,820	41-50	Female	Trauma	Moderate	Other	3	Yes	3,900.673689	8
3	gynecology	B	Dr Nathan	7	111,178	21-30	Female	Urgent	Minor	Other	3	Yes	4,944.127658	8
4	gynecology	F	Dr Olivia	6	81,531	31-40	Female	Trauma	Moderate	Other	4	Yes	4,229.282603	9
3	radiotherapy	E	Dr John	2	97,261	21-30	Female	Trauma	Moderate	Other	6	Yes	3,881.958886	23
3	gynecology	D	Dr Nathan	6	18,492	21-30	Female	Urgent	Minor	Other	5	Yes	6,045.359688	9
3	gynecology	B	Dr Olivia	9	44,880	31-40	Female	Trauma	Moderate	Other	4	Yes	6,103.13287	8
1	gynecology	D	Dr Nathan	8	106,050	21-30	Female	Trauma	Extreme	null	4	Yes	2,633.277705	9
4	gynecology	B	Dr Nathan	4	69,044	21-30	Female	Trauma	Minor	Other	4	Yes	4,262.926177	8
2	gynecology	B	Dr Nathan	0	35,812	31-40	Female	Trauma	Minor	null	2	Yes	4,541.958291	7
2	radiotherapy	E	Dr Sam	8	4,508	71-80	Male	Urgent	Extreme	Other	2	Yes	6,532.147892	24
4	anesthesia	A	Dr John	0	29,381	51-60	Female	Trauma	Moderate	Other	4	Yes	4,774.172266	35
3	gynecology	D	Dr Olivia	8	103,499	21-30	Female	Emergency	Moderate	null	2	Yes	4,977.681367	8
2	gynecology	F	Dr Olivia	9	10,881	21-30	Female	Trauma	Moderate	Other	2	Yes	4,180.348376	8
3	gynecology	F	Dr Nathan	0	73,710	31-40	Female	Trauma	Minor	null	9	Yes	4,731.673458	7
3	gynecology	B	Dr Nathan	0	38,547	31-40	Female	Trauma	Minor	Other	4	Yes	4,941.410601	9
2	gynecology	F	Dr Olivia	7	125,873	31-40	Female	Trauma	Moderate	Other	2	Yes	3,114.048224	7
3	radiotherapy	A	Dr John	6	5,141	61-70	Other	Trauma	Moderate	Other	3	Yes	4,583.212158	24
2	gynecology	D	Dr Nathan	9	17,732	41-50	Female	Trauma	Extreme	null	6	Yes	3,702.380788	8
2	gynecology	D	Dr Olivia	10	88,343	21-30	Female	Emergency	Moderate	Other	4	Yes	2,731.006698	9
2	radiotherapy	E	Dr John	4	51,488	71-80	Female	Emergency	Moderate	Other	12	Yes	4,935.431176	25
3	surgery	A	Dr Simon	5	53,554	41-50	Other	Trauma	Minor	Other	2	Yes	3,770.914709	19
2	anesthesia	E	Dr John	4	128,455	51-60	Female	Trauma	Moderate	Other	4	Yes	4,870.141692	38
2	radiotherapy	E	Dr John	6	62,102	21-30	Female	Emergency	Minor	Other	2	Yes	5,007.72654	30
4	anesthesia	A	Dr John	10	55,688	31-40	Other	Trauma	Moderate	Other	2	Yes	4,501.944347	21
14	radiotherapy	E	Dr John	6	43,045	41-50	Female	Trauma	Moderate	Other	8	Yes	5,012.003074	5
4	radiotherapy	A	Dr John	10	108,755	71-80	Female	Trauma	Extreme	null	2	Yes	5,023.508229	22
3	gynecology	B	Dr Olivia	10	114,512	21-30	Female	Emergency	Moderate	null	4	Yes	4,448.004236	9
2	gynecology	F	Dr Olivia	8	85,399	21-30	Female	Emergency	Moderate	Other	4	Yes	3,665.676114	8
24	gynecology	F	Dr Olivia	4	48,911	21-30	Female	Trauma	Moderate	Other	4	Yes	4,745.430453	9
4	gynecology	B	Dr Nathan	6	85,339	41-50	Female	Trauma	Minor	null	2	Yes	5,258.498324	9
9	radiotherapy	E	Dr John	6	46,143	31-40	Other	Trauma	Moderate	Other	4	Yes	4,771.912682	6
3	radiotherapy	A	Dr John	1	95,804	61-70	Other	Trauma	Moderate	Other	2	Yes	5,483.59652	20
4	TB & Chest disease	A	Dr John	3	89,494	21-30	Female	Trauma	Moderate	null	2	Yes	4,457.343232	30
1	gynecology	D	Dr Nathan	8	126,337	41-50	Female	Trauma	Extreme	Other	4	Yes	3,764.905934	9
10	gynecology	D	Dr Olivia	7	101,262	31-40	Female	Trauma	Moderate	null	4	Yes	7,058.112994	9
6	gynecology	D	Dr Olivia	9	92,674	21-30	Female	Emergency	Moderate	null	4	Yes	3,519.205912	9
3	TB & Chest disease	E	Dr John	7	78,255	31-40	Female	Trauma	Moderate	Other	2	Yes	4,277.102715	8
2	gynecology	B	Dr Olivia	7	6,967	21-30	Female	Emergency	Moderate	Other	2	Yes	5,078.01146	8
3	gynecology	B	Dr Olivia	8	33,958	21-30	Female	Trauma	Moderate	Other	2	Yes	4,921.989372	8
3	radiotherapy	C	Dr John	10	100,583	61-70	Female	Trauma	Moderate	Other	2	Yes	4,773.972299	22
3	gynecology	B	Dr Olivia	2	6,203	31-40	Female	Emergency	Moderate	Other	3	Yes	3,922.045644	9
5	gynecology	D	Dr Olivia	4	31,794	31-40	Female	Trauma	Moderate	null	4	Yes	3,841.668703	8
3	gynecology	F	Dr Olivia	10	47,399	21-30	Female	Trauma	Moderate	null	4	Yes	4,391.856679	9
4	gynecology	B	Dr Nathan	7	2,426	31-40	Female	Trauma	Minor	Other	4	Yes	4,001.262576	7
3	anesthesia	E	Dr John	10	18,985	0-10	Female	Urgent	Moderate	Other	18	Yes	6,896.526835	33
5	radiotherapy	E	Dr Sam	1	56,991	41-50	Male	Trauma	Moderate	null	2	Yes	2,859.640377	7
2	radiotherapy	A	Dr John	0	52,025	31-40	Other	Trauma	Minor	null	6	Yes	4,664.777345	6
3	radiotherapy	E	Dr John	8	17,136	61-70	Female	Emergency	Extreme	Other	4	Yes	3,811.203236	21
3	gynecology	B	Dr Olivia	1	15,462	21-30	Female	Trauma	Moderate	Other	2	Yes	3,255.786939	9
21	gynecology	D	Dr Olivia	4	128,767	31-40	Female	Urgent	Moderate	Other	3	Yes	6,101.999009	11
3	gynecology	F	Dr Nathan	0	16,698	21-30	Female	Emergency	Minor	Other	2	Yes	4,708.681153	8
2	radiotherapy	A	Dr Sam	6	113,420	71-80	Male	Trauma	Moderate	Other	2	Yes	5,935.706996	26
2	radiotherapy	E	Dr John	3	126,403	81-90	Female	Trauma	Moderate	Other	2	Yes	4,782.345043	26
4	gynecology	B	Dr Olivia	5	32,702	41-50	Female	Trauma	Moderate	Other	2	Yes	2,287.042448	8
1	gynecology	B	Dr Nathan	1	84,672	21-30	Female	Trauma	Extreme	null	2	Yes	4,591.749822	10
3	radiotherapy	E	Dr Sam	10	42,172	51-60	Male	Trauma	Extreme	Other	4	Yes	2,841.003851	26
4	gynecology	F	Dr Nathan	6	129,188	31-40	Female	Emergency	Minor	Other	4	Yes	6,799.522041	6
4	gynecology	F	Dr Nathan	2	61,413	31-40	Female	Emergency	Minor	null	2	Yes	3,988.914417	7
2	gynecology	F	Dr Nathan	2	46,227	21-30	Female	Urgent	Minor	null	2	Yes	4,216.986281	9
4	gynecology	F	Dr Nathan	5	4,214	21-30	Female	Trauma	Minor	Other	2	Yes	5,653.44896	8
3	gynecology	F	Dr Olivia	8	123,503	21-30	Female	Trauma	Moderate	null	2	Yes	6,524.999173	8
5	gynecology	F	Dr Nathan	5	92,340	21-30	Female	Trauma	Minor	null	2	Yes	4,769.141159	9
3	gynecology	F	Dr Olivia	6	20,095	21-30	Female	Trauma	Moderate	null	3	Yes	4,882.137407	8
3	gynecology	F	Dr Nathan	6	27,949	21-30	Female	Trauma	Minor	Other	4	Yes	4,705.174933	9
4	gynecology	F	Dr Olivia	9	117,735	21-30	Female	Urgent	Moderate	Other	2	Yes	5,273.188053	7
5	gynecology	D	Dr Nathan	0	52,935	41-50	Female	Trauma	Minor	Other	4	Yes	3,544.68756	9
4	gynecology	B	Dr Olivia	7	111,983	21-30	Female	Trauma	Moderate	Other	4	Yes	4,996.079953	9
3	gynecology	D	Dr Nathan	10	115,415	21-30	Female	Trauma	Extreme	Other	4	Yes	4,440.449105	9
4	TB & Chest disease	A	Dr Mark	0	36,589	41-50	Male	Trauma	Minor	null	4	Yes	4,772.644738	13
10	gynecology	D	Dr Nathan	6	126,890	21-30	Female	Emergency	Minor	Other	5	Yes	3,267.880413	8
1	anesthesia	A	Dr John	3	116,217	51-60	Female	Trauma	Moderate	Other	3	Yes	5,818.589186	37
3	gynecology	B	Dr Olivia	5	127,425	31-40	Female	Trauma	Moderate	Other	4	Yes	3,694.844836	9
2	anesthesia	C	Dr Mark	2	128,261	71-80	Male	Emergency	Moderate	Other	4	Yes	3,651.629308	28
2	gynecology	B	Dr Nathan	2	59,868	31-40	Female	Trauma	Minor	Other	2	Yes	5,090.580262	10
4	radiotherapy	E	Dr Sam	7	84,482	41-50	Male	Emergency	Moderate	null	14	Yes	2,640.226191	5
4	gynecology	B	Dr Nathan	7	15,104	21-30	Female	Emergency	Minor	Other	2	Yes	3,908.788193	9
2	gynecology	F	Dr Nathan	3	126,368	31-40	Female	Urgent	Minor	null	2	Yes	6,121.475158	7
6	gynecology	B	Dr Olivia	8	87,772	21-30	Female	Trauma	Moderate	Other	3	Yes	4,750.318661	7
4	gynecology	F	Dr Nathan	9	109,966	41-50	Female	Trauma	Extreme	Other	2	Yes	4,278.591213	9
2	gynecology	D	Dr Olivia	10	5,178	21-30	Female	Emergency	Moderate	Other	4	Yes	3,859.144529	9
3	radiotherapy	E	Dr Sam	2	9,512	71-80	Male	Urgent	Moderate	Other	6	Yes	4,325.982534	25
2	gynecology	D	Dr Olivia	0	29,618	21-30	Female	Emergency	Moderate	Other	2	Yes	4,328.800482	9
5	gynecology	D	Dr Olivia	2	59,356	31-40	Female	Trauma	Moderate	null	4	Yes	6,771.285386	9
3	gynecology	F	Dr Olivia	4	110,458	21-30	Female	Trauma	Moderate	null	2	Yes	4,426.61007	11
4	gynecology	B	Dr Nathan	0	19,391	41-50	Female	Trauma	Minor	Other	2	Yes	4,485.876724	9
5	gynecology	D	Dr Olivia	1	25,617	21-30	Female	Emergency	Moderate	null	4	Yes	5,126.106696	8
4	anesthesia	E	Dr Mark	7	52,070	41-50	Male	Trauma	Minor	null	4	Yes	7,032.4382	19
2	gynecology	F	Dr Olivia	8	92,716	41-50	Female	Urgent	Moderate	Other	2	Yes	3,751.677088	6
3	radiotherapy	E	Dr John	9	13,190	51-60	Female	Urgent	Moderate	Other	5	Yes	3,963.591464	20
3	anesthesia	E	Dr Mark	1	95,321	51-60	Male	Trauma	Minor	Other	2	Yes	2,226.447262	33
2	anesthesia	E	Dr Mark	9	47,147	41-50	Male	Emergency	Moderate	Other	2	Yes	5,121.572743	21
2	radiotherapy	E	Dr Sam	1	130,681	51-60	Male	Trauma	Moderate	Other	4	Yes	4,834.064291	24
4	gynecology	F	Dr Olivia	4	14,423	41-50	Female	Trauma	Moderate	null	2	Yes	3,777.0757	8
5	radiotherapy	C	Dr John	5	15,572	61-70	Female	Emergency	Moderate	Other	2	Yes	3,629.667588	21
3	gynecology	F	Dr Olivia	10	117,762	21-30	Female	Emergency	Moderate	Other	2	Yes	5,505.545452	8
2	anesthesia	E	Dr Mark	3	129,390	51-60	Male	Trauma	Moderate	Other	2	Yes	5,020.902853	34
3	gynecology	F	Dr Nathan	7	5,449	21-30	Female	Trauma	Minor	Other	3	Yes	4,507.92975	8
3	gynecology	F	Dr Olivia	1	93,769	21-30	Female	Emergency	Moderate	Other	2	Yes	5,042.331376	10
4	gynecology	F	Dr Olivia	1	113,982	31-40	Female	Trauma	Moderate	null	4	Yes	5,442.506019	9
7	surgery	A	Dr Simon	10	8,412	71-80	Female	Trauma	Extreme	null	2	Yes	7,750.207821	34

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.