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
4	gynecology	D	Dr Sophia	0	33,070	41-50	Female	Trauma	Extreme	Diabetes	4	Yes	2,966.408696	8
4	gynecology	B	Dr Sophia	2	34,808	31-40	Female	Trauma	Minor	Heart disease	2	No	3,554.835677	9
2	gynecology	B	Dr Sophia	8	44,577	21-30	Female	Trauma	Extreme	Diabetes	2	Yes	5,624.733654	7
4	gynecology	D	Dr Olivia	7	3,695	31-40	Female	Urgent	Moderate	null	4	No	4,814.149231	8
2	anesthesia	E	Dr Mark	10	108,956	71-80	Male	Trauma	Moderate	Diabetes	2	No	5,169.269637	34
2	gynecology	F	Dr Olivia	2	130,189	21-30	Female	Trauma	Moderate	Other	2	Yes	4,539.268397	11
7	gynecology	D	Dr Olivia	5	11,175	31-40	Female	Emergency	Moderate	Other	3	Yes	4,669.961786	8
3	gynecology	B	Dr Sophia	8	82,988	21-30	Female	Emergency	Moderate	Heart disease	3	Yes	5,101.67548	7
2	TB & Chest disease	A	Dr John	7	80,339	31-40	Other	Trauma	Moderate	Other	2	No	4,899.767616	12
4	gynecology	D	Dr Sarah	7	89,055	41-50	Female	Trauma	Extreme	Asthama	4	No	3,350.366777	8
4	anesthesia	A	Dr John	9	43,685	31-40	Other	Trauma	Minor	Heart disease	2	Yes	4,948.361736	16
3	gynecology	F	Dr Sarah	9	128,845	11-20	Female	Trauma	Moderate	Asthama	2	No	4,013.745709	8
5	gynecology	F	Dr Sarah	3	75,122	41-50	Female	Trauma	Moderate	High Blood Pressure	11	Yes	3,780.044174	8
3	gynecology	F	Dr Sarah	2	47,617	41-50	Female	Emergency	Minor	High Blood Pressure	9	Yes	7,490.500433	11
4	gynecology	F	Dr Sarah	7	74,327	11-20	Female	Emergency	Minor	High Blood Pressure	4	Yes	7,006.50635	9
3	radiotherapy	E	Dr Sam	8	29,701	31-40	Male	Trauma	Moderate	Heart disease	2	No	3,986.82143	5
3	radiotherapy	E	Dr John	6	59,508	31-40	Other	Urgent	Moderate	null	6	Yes	4,067.512043	5
2	gynecology	B	Dr Olivia	6	28,214	21-30	Female	Trauma	Moderate	Other	2	No	4,283.167951	9
4	radiotherapy	E	Dr John	5	116,434	51-60	Other	Emergency	Moderate	Other	4	No	3,747.83007	26
4	gynecology	F	Dr Sophia	10	29,197	21-30	Female	Trauma	Moderate	Diabetes	4	Yes	4,090.595978	9
2	radiotherapy	E	Dr John	5	46,808	21-30	Other	Urgent	Extreme	null	4	No	4,938.861702	21
3	gynecology	F	Dr Sophia	6	31,578	21-30	Female	Emergency	Extreme	Diabetes	2	No	7,210.860025	10
2	gynecology	F	Dr Nathan	0	24,680	21-30	Female	Trauma	Minor	null	2	Yes	4,496.93205	10
2	gynecology	D	Dr Olivia	10	23,721	41-50	Female	Emergency	Moderate	Other	2	Yes	5,412.00905	10
2	gynecology	D	Dr Olivia	2	107,345	41-50	Female	Trauma	Moderate	Other	4	Yes	3,511.08133	8
2	gynecology	B	Dr Sarah	4	117,749	31-40	Female	Trauma	Moderate	High Blood Pressure	6	Yes	6,148.124858	9
5	gynecology	B	Dr Sarah	10	3,380	11-20	Female	Trauma	Extreme	Asthama	2	No	4,403.050171	9
4	radiotherapy	E	Dr John	0	12,266	31-40	Female	Trauma	Moderate	Diabetes	4	No	4,896.301777	5
2	radiotherapy	A	Dr John	7	81,577	41-50	Female	Trauma	Extreme	Diabetes	2	Yes	3,917.356476	6
3	radiotherapy	E	Dr Sam	8	126,893	21-30	Male	Trauma	Minor	Heart disease	8	Yes	3,990.442735	20
5	radiotherapy	E	Dr John	6	5,170	21-30	Female	Emergency	Minor	null	4	Yes	3,678.545078	22
2	radiotherapy	A	Dr John	4	33,438	41-50	Female	Emergency	Extreme	Asthama	4	No	4,941.894275	6
4	anesthesia	E	Dr Mark	4	25,729	21-30	Male	Trauma	Minor	Diabetes	4	No	4,808.587819	34
10	TB & Chest disease	E	Dr John	0	24,354	31-40	Female	Urgent	Extreme	Asthama	6	Yes	5,029.649724	10
3	anesthesia	A	Dr John	2	124,374	21-30	Female	Urgent	Moderate	High Blood Pressure	12	Yes	5,063.558274	39
2	TB & Chest disease	E	Dr John	9	50,693	61-70	Female	Trauma	Moderate	Diabetes	2	No	3,944.622601	26
2	radiotherapy	E	Dr Sam	4	17,417	21-30	Male	Trauma	Moderate	Diabetes	4	No	2,698.507578	20
4	gynecology	F	Dr Nathan	4	85,436	31-40	Female	Emergency	Minor	null	3	No	4,448.043015	8
4	anesthesia	E	Dr John	10	65,702	41-50	Female	Trauma	Extreme	Asthama	4	Yes	3,348.847211	14
3	anesthesia	E	Dr John	6	128,123	41-50	Female	Urgent	Moderate	High Blood Pressure	2	Yes	5,697.153126	17
6	surgery	A	Dr Simon	8	24,853	31-40	Female	Urgent	Moderate	null	6	No	7,110.157482	10
3	gynecology	F	Dr Sarah	10	15,048	31-40	Female	Emergency	Minor	High Blood Pressure	2	Yes	4,473.264962	8
2	radiotherapy	E	Dr Sam	7	94,749	31-40	Male	Emergency	Minor	High Blood Pressure	2	No	3,943.378468	7
5	gynecology	D	Dr Sophia	0	123,244	31-40	Female	Trauma	Moderate	Heart disease	2	Yes	3,891.486702	7
6	gynecology	B	Dr Sarah	10	125,725	31-40	Female	Trauma	Moderate	High Blood Pressure	6	Yes	7,061.540308	9
3	gynecology	D	Dr Sarah	9	106,670	11-20	Female	Trauma	Minor	Asthama	3	Yes	5,127.172763	10
4	radiotherapy	E	Dr Sam	10	1,289	31-40	Male	Trauma	Minor	Other	4	Yes	3,772.561924	8
2	radiotherapy	A	Dr Sam	2	47,222	31-40	Male	Trauma	Extreme	Asthama	3	Yes	4,785.413778	6
3	anesthesia	A	Dr John	7	35,071	31-40	Female	Trauma	Moderate	Diabetes	2	No	5,281.23263	17
5	gynecology	D	Dr Sophia	5	85,900	31-40	Female	Emergency	Moderate	Heart disease	4	No	5,556.462309	7
3	gynecology	F	Dr Sophia	4	105,925	21-30	Female	Trauma	Minor	Diabetes	2	No	4,635.366405	8
2	gynecology	B	Dr Sarah	4	127,887	21-30	Female	Trauma	Minor	High Blood Pressure	4	Yes	4,261.713894	8
3	gynecology	F	Dr Sophia	7	75,198	21-30	Female	Trauma	Moderate	Diabetes	11	Yes	4,600.873904	9
4	gynecology	D	Dr Olivia	9	3,749	21-30	Female	Trauma	Moderate	Other	4	Yes	4,930.132302	7
4	anesthesia	C	Dr John	3	32,610	61-70	Other	Trauma	Extreme	Other	4	No	3,922.684871	39
2	gynecology	B	Dr Olivia	9	112,080	41-50	Female	Trauma	Moderate	null	3	No	4,713.805431	9
5	gynecology	F	Dr Sarah	7	15,520	11-20	Female	Trauma	Moderate	Asthama	4	Yes	3,809.19033	8
4	gynecology	F	Dr Sophia	9	50,641	21-30	Female	Trauma	Moderate	Diabetes	6	Yes	4,709.999771	8
2	gynecology	D	Dr Sarah	7	31,295	11-20	Female	Trauma	Moderate	Asthama	3	Yes	6,678.051153	8
3	radiotherapy	A	Dr John	4	116,251	61-70	Female	Trauma	Extreme	Heart disease	4	Yes	3,429.89739	26
2	gynecology	F	Dr Sarah	9	83,242	11-20	Female	Trauma	Moderate	High Blood Pressure	2	Yes	4,612.64597	10
3	gynecology	D	Dr Olivia	1	120,754	41-50	Female	Emergency	Moderate	Other	6	No	4,663.125422	10
4	gynecology	B	Dr Sophia	1	40,476	41-50	Female	Trauma	Moderate	Diabetes	3	Yes	5,167.654743	10
4	gynecology	F	Dr Olivia	4	121,454	31-40	Female	Emergency	Moderate	null	3	Yes	7,005.024039	8
3	anesthesia	A	Dr Mark	7	114,135	51-60	Male	Emergency	Moderate	null	2	No	4,831.783761	34
3	gynecology	D	Dr Olivia	7	15,250	21-30	Female	Emergency	Moderate	null	4	No	5,135.139129	8
3	anesthesia	A	Dr Mark	5	15,974	51-60	Male	Trauma	Extreme	Diabetes	6	No	5,297.601956	32
4	gynecology	F	Dr Olivia	3	56,312	31-40	Female	Trauma	Moderate	null	3	No	4,439.064651	8
4	gynecology	D	Dr Nathan	5	106,428	41-50	Female	Emergency	Extreme	null	5	Yes	4,268.185548	8
5	gynecology	F	Dr Olivia	3	48,355	41-50	Female	Trauma	Moderate	Other	4	No	2,258.038752	10
6	surgery	A	Dr Simon	5	38,914	31-40	Female	Trauma	Minor	null	2	No	4,748.367924	14
2	radiotherapy	E	Dr John	3	86,229	31-40	Female	Trauma	Moderate	High Blood Pressure	1	No	3,711.560886	5
3	radiotherapy	E	Dr John	2	101,072	21-30	Other	Trauma	Minor	Diabetes	2	Yes	3,740.708921	21
3	radiotherapy	E	Dr John	0	128,138	71-80	Other	Trauma	Moderate	Other	2	Yes	4,717.733468	26
3	gynecology	D	Dr Olivia	5	88,018	21-30	Female	Emergency	Moderate	null	4	No	3,940.951326	10
2	radiotherapy	A	Dr John	8	45,364	61-70	Other	Trauma	Moderate	null	2	Yes	5,124.076045	22
2	gynecology	F	Dr Olivia	9	91,104	21-30	Female	Emergency	Moderate	Other	1	Yes	4,365.784555	9
5	gynecology	D	Dr Olivia	0	40,003	21-30	Female	Emergency	Moderate	null	4	No	5,111.623283	8
5	radiotherapy	A	Dr John	10	5,015	71-80	Other	Emergency	Moderate	Other	3	Yes	7,035.792895	22
2	anesthesia	E	Dr Mark	10	28,803	51-60	Male	Urgent	Minor	null	2	Yes	4,765.634076	34
4	gynecology	D	Dr Sarah	3	54,516	11-20	Female	Emergency	Moderate	Asthama	4	Yes	4,686.892787	9
5	gynecology	F	Dr Sophia	3	63,542	41-50	Female	Trauma	Moderate	Diabetes	4	No	4,718.362709	8
6	radiotherapy	E	Dr John	7	60,539	51-60	Other	Trauma	Moderate	null	4	Yes	4,479.989499	24
2	gynecology	D	Dr Sarah	4	84,890	11-20	Female	Urgent	Minor	Asthama	2	No	7,632.386582	9
2	gynecology	B	Dr Sophia	7	96,689	41-50	Female	Trauma	Extreme	Diabetes	4	Yes	3,207.934454	8
3	radiotherapy	E	Dr John	2	73,791	31-40	Other	Trauma	Extreme	Asthama	2	No	4,079.185965	5
4	gynecology	D	Dr Nathan	0	82,263	21-30	Female	Trauma	Minor	null	2	No	3,891.545022	8
2	anesthesia	A	Dr Mark	6	17,657	61-70	Male	Emergency	Extreme	null	2	Yes	5,140.239551	35
3	radiotherapy	E	Dr Sam	8	103,160	71-80	Male	Trauma	Minor	Diabetes	2	No	4,658.696506	22
3	radiotherapy	E	Dr Sam	1	81,333	31-40	Male	Trauma	Minor	null	3	No	4,935.997962	6
4	gynecology	B	Dr Sarah	10	3,151	31-40	Female	Trauma	Minor	High Blood Pressure	3	Yes	5,928.445706	8
4	gynecology	B	Dr Sarah	6	123,360	11-20	Female	Trauma	Extreme	Asthama	3	Yes	5,365.8252	8
3	gynecology	F	Dr Nathan	7	15,765	21-30	Female	Trauma	Minor	null	4	No	7,275.646177	9
3	radiotherapy	E	Dr John	6	111,130	31-40	Female	Trauma	Minor	High Blood Pressure	3	No	7,110.214056	6
4	gynecology	D	Dr Sarah	6	127,602	31-40	Female	Trauma	Minor	Asthama	14	Yes	4,138.555622	9
1	radiotherapy	E	Dr John	8	41,395	21-30	Other	Urgent	Minor	High Blood Pressure	6	Yes	5,379.441445	25
2	gynecology	F	Dr Nathan	2	72,703	31-40	Female	Emergency	Minor	null	2	No	5,846.414922	9
1	gynecology	F	Dr Olivia	2	8,447	31-40	Female	Emergency	Moderate	null	2	No	4,246.709854	10
4	radiotherapy	E	Dr John	9	128,984	41-50	Female	Emergency	Extreme	Diabetes	4	Yes	3,720.666237	7
5	gynecology	F	Dr Olivia	3	61,017	21-30	Female	Trauma	Moderate	null	4	No	3,280.927746	9

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.