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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	E	Dr Sam	1	16,699	71-80	Male	Trauma	Minor	Other	6	No	5,581.346454	24
3	gynecology	B	Dr Nathan	4	124,575	31-40	Female	Trauma	Extreme	Other	2	Yes	3,619.287295	9
2	gynecology	D	Dr Olivia	8	33,418	41-50	Female	Emergency	Moderate	null	5	Yes	3,954.662218	10
2	TB & Chest disease	E	Dr John	7	126,752	31-40	Female	Emergency	Moderate	Other	2	No	3,352.892999	9
4	gynecology	D	Dr Sarah	5	28,293	41-50	Female	Emergency	Moderate	Asthama	3	No	4,722.315473	9
2	gynecology	D	Dr Olivia	10	110,995	21-30	Female	Trauma	Moderate	Other	2	No	3,935.0483	8
7	gynecology	D	Dr Sarah	0	10,736	41-50	Female	Trauma	Minor	High Blood Pressure	4	No	5,879.845987	9
7	anesthesia	E	Dr Mark	6	17,677	51-60	Male	Trauma	Moderate	Asthama	2	No	4,036.202807	30
13	gynecology	F	Dr Sarah	6	22,489	11-20	Female	Trauma	Extreme	Asthama	4	No	3,451.84773	11
3	gynecology	F	Dr Olivia	5	14,187	21-30	Female	Trauma	Moderate	null	2	Yes	3,056.021147	8
0	gynecology	D	Dr Sarah	10	96,396	11-20	Female	Trauma	Extreme	Asthama	2	Yes	4,132.746567	10
3	gynecology	F	Dr Sarah	3	3,841	31-40	Female	Trauma	Minor	Asthama	2	Yes	4,162.717398	8
4	gynecology	D	Dr Nathan	3	39,742	31-40	Female	Trauma	Extreme	Other	4	Yes	5,105.590701	10
3	anesthesia	E	Dr John	2	128,457	31-40	Female	Trauma	Moderate	High Blood Pressure	2	No	5,128.793756	15
6	gynecology	D	Dr Sarah	10	77,719	41-50	Female	Trauma	Extreme	High Blood Pressure	6	Yes	4,412.810505	9
2	TB & Chest disease	E	Dr John	9	85,980	41-50	Female	Trauma	Moderate	Asthama	4	Yes	5,317.265924	11
3	gynecology	D	Dr Olivia	9	92,550	21-30	Female	Emergency	Moderate	null	4	Yes	4,708.470148	8
12	gynecology	F	Dr Olivia	1	95,122	21-30	Female	Emergency	Moderate	Other	2	Yes	4,336.68709	9
3	radiotherapy	E	Dr John	9	21,745	81-90	Female	Trauma	Moderate	High Blood Pressure	2	No	4,832.527321	23
4	gynecology	D	Dr Sophia	7	83,157	31-40	Female	Emergency	Moderate	Diabetes	4	Yes	3,865.178951	7
6	gynecology	D	Dr Olivia	1	47,384	41-50	Female	Trauma	Moderate	Other	4	Yes	4,612.864193	10
3	radiotherapy	E	Dr Sam	8	15,518	41-50	Male	Urgent	Minor	null	2	Yes	4,188.751526	7
4	gynecology	F	Dr Sophia	3	10,843	41-50	Female	Emergency	Moderate	Diabetes	3	No	4,827.836961	8
2	gynecology	D	Dr Nathan	5	76,059	21-30	Female	Emergency	Extreme	Other	2	Yes	5,123.372123	9
2	gynecology	F	Dr Sophia	3	82,861	31-40	Female	Emergency	Moderate	Diabetes	2	Yes	4,995.650107	9
3	gynecology	D	Dr Nathan	10	3,903	21-30	Female	Urgent	Extreme	Other	5	No	4,660.21411	8
2	gynecology	B	Dr Nathan	3	81,635	21-30	Female	Trauma	Minor	Other	2	No	6,423.222006	7
5	gynecology	F	Dr Olivia	2	72,040	21-30	Female	Trauma	Moderate	Other	4	Yes	3,767.82576	9
4	gynecology	B	Dr Sarah	8	86,829	41-50	Female	Trauma	Extreme	Asthama	2	Yes	5,589.097896	8
3	gynecology	F	Dr Sarah	4	31,297	21-30	Female	Trauma	Extreme	High Blood Pressure	2	No	4,428.057934	10
4	gynecology	D	Dr Sophia	6	47,621	31-40	Female	Trauma	Moderate	Diabetes	4	No	3,790.259441	10
3	TB & Chest disease	E	Dr Mark	5	80,519	61-70	Male	Emergency	Extreme	Asthama	2	No	4,760.110769	26
2	radiotherapy	A	Dr John	5	99,297	61-70	Female	Trauma	Moderate	High Blood Pressure	2	Yes	5,917.212919	28
4	anesthesia	C	Dr John	6	28,201	61-70	Female	Urgent	Moderate	High Blood Pressure	2	Yes	2,371.376004	36
4	anesthesia	A	Dr Mark	1	96,290	71-80	Male	Trauma	Moderate	Other	2	No	4,223.323	36
3	gynecology	F	Dr Sarah	3	35,952	11-20	Female	Trauma	Minor	High Blood Pressure	2	No	4,450.501939	8
4	gynecology	B	Dr Sarah	10	34,706	11-20	Female	Trauma	Extreme	Asthama	2	No	4,214.5039	9
4	gynecology	D	Dr Nathan	10	126,350	21-30	Female	Trauma	Extreme	null	2	No	4,809.251394	10
4	gynecology	F	Dr Sarah	10	92,864	31-40	Female	Trauma	Minor	High Blood Pressure	2	Yes	4,314.011201	9
4	gynecology	B	Dr Nathan	4	130,204	31-40	Female	Urgent	Minor	Other	4	Yes	4,753.9707	9
2	gynecology	B	Dr Nathan	6	89,513	21-30	Female	Trauma	Minor	Other	2	No	4,552.124436	11
6	gynecology	D	Dr Olivia	2	56,480	31-40	Female	Emergency	Moderate	Other	5	No	2,526.133292	8
4	gynecology	D	Dr Nathan	10	44,162	31-40	Female	Trauma	Extreme	Other	4	No	5,091.663739	10
2	gynecology	D	Dr Sarah	9	10,910	11-20	Female	Emergency	Moderate	Asthama	5	No	4,667.311778	8
2	gynecology	F	Dr Sarah	1	93,503	41-50	Female	Urgent	Moderate	Asthama	6	No	4,746.737649	8
3	gynecology	D	Dr Nathan	10	19,673	21-30	Female	Trauma	Extreme	Other	3	No	3,755.266547	9
4	radiotherapy	A	Dr John	10	27,287	61-70	Female	Trauma	Moderate	Other	2	No	4,901.421743	23
2	anesthesia	A	Dr John	4	3,893	71-80	Female	Trauma	Moderate	Other	2	No	4,520.799041	33
13	gynecology	B	Dr Sophia	5	106,271	31-40	Female	Trauma	Moderate	Diabetes	2	No	4,768.573945	10
4	gynecology	F	Dr Olivia	7	67,329	21-30	Female	Trauma	Moderate	null	4	Yes	2,450.304933	8
3	anesthesia	E	Dr John	3	16,270	21-30	Female	Urgent	Minor	Asthama	6	Yes	7,595.777436	39
20	gynecology	D	Dr Nathan	9	17,402	21-30	Female	Trauma	Minor	Other	4	No	4,707.97263	10
3	gynecology	B	Dr Sarah	8	98,334	11-20	Female	Trauma	Extreme	Asthama	2	No	8,052.716391	8
4	radiotherapy	E	Dr John	3	23,154	41-50	Female	Trauma	Moderate	Diabetes	3	Yes	4,062.646615	6
4	gynecology	F	Dr Sophia	7	5,441	31-40	Female	Emergency	Extreme	Diabetes	4	Yes	4,354.321201	9
2	gynecology	F	Dr Sarah	5	63,900	11-20	Female	Trauma	Moderate	Asthama	2	Yes	4,496.200435	10
2	gynecology	B	Dr Sophia	3	40,674	21-30	Female	Trauma	Extreme	Diabetes	2	Yes	4,285.385349	8
4	radiotherapy	E	Dr John	1	53,749	41-50	Female	Trauma	Extreme	Asthama	2	No	4,860.878837	6
3	gynecology	F	Dr Sarah	2	5,054	31-40	Female	Trauma	Minor	Asthama	2	Yes	4,179.22023	8
3	gynecology	F	Dr Sarah	3	105,506	11-20	Female	Urgent	Extreme	High Blood Pressure	2	Yes	5,066.170865	10
4	gynecology	D	Dr Olivia	8	126,636	31-40	Female	Trauma	Moderate	Other	4	No	4,231.196673	6
4	gynecology	B	Dr Nathan	3	15,314	31-40	Female	Trauma	Minor	Other	4	No	4,212.645839	8
12	gynecology	D	Dr Olivia	4	41,292	21-30	Female	Emergency	Moderate	Other	2	Yes	3,382.589825	9
3	radiotherapy	E	Dr Sam	10	115,557	21-30	Male	Trauma	Moderate	High Blood Pressure	2	Yes	4,965.965772	21
3	radiotherapy	E	Dr John	2	4,406	21-30	Female	Urgent	Extreme	Asthama	2	No	4,379.913438	21
3	gynecology	B	Dr Olivia	6	91,705	31-40	Female	Emergency	Moderate	Other	2	Yes	4,050.742208	10
2	gynecology	B	Dr Olivia	4	125,493	21-30	Female	Emergency	Moderate	null	2	No	4,787.276287	9
3	gynecology	D	Dr Olivia	7	28,633	31-40	Female	Trauma	Moderate	Other	3	No	3,941.012419	8
6	gynecology	B	Dr Olivia	7	32,683	31-40	Female	Trauma	Moderate	null	8	Yes	3,075.759739	9
4	gynecology	B	Dr Nathan	9	74,785	41-50	Female	Trauma	Minor	null	2	Yes	4,224.85908	9
2	radiotherapy	A	Dr Sam	2	83,930	51-60	Male	Trauma	Moderate	Other	2	Yes	4,740.709392	25
5	gynecology	D	Dr Nathan	5	3,808	31-40	Female	Emergency	Extreme	null	4	Yes	3,850.524665	9
3	gynecology	F	Dr Nathan	9	123,475	31-40	Female	Emergency	Minor	Other	2	Yes	7,298.08602	8
2	gynecology	B	Dr Olivia	7	123,996	21-30	Female	Emergency	Moderate	null	11	No	4,174.032348	9
4	gynecology	B	Dr Sarah	3	1,461	31-40	Female	Trauma	Minor	Asthama	4	Yes	6,203.073448	8
2	anesthesia	E	Dr John	3	73,490	0-10	Female	Emergency	Moderate	Diabetes	24	No	6,461.922918	30
2	radiotherapy	A	Dr John	6	126,625	51-60	Female	Trauma	Minor	Other	2	No	4,521.875159	23
6	gynecology	D	Dr Sophia	10	4,642	31-40	Female	Emergency	Moderate	Diabetes	2	No	4,097.339658	10
2	gynecology	B	Dr Olivia	9	68,186	21-30	Female	Trauma	Moderate	Other	2	Yes	4,355.714286	9
3	radiotherapy	A	Dr Sam	4	41,376	41-50	Male	Trauma	Extreme	null	2	No	4,975.478643	7
4	gynecology	F	Dr Sophia	5	81,075	31-40	Female	Trauma	Minor	Heart disease	3	No	5,100.168022	9
5	gynecology	D	Dr Olivia	3	14,041	41-50	Female	Trauma	Moderate	null	4	No	3,784.7666	8
2	radiotherapy	E	Dr John	9	86,157	21-30	Female	Emergency	Moderate	Heart disease	2	Yes	3,999.852807	20
4	gynecology	F	Dr Olivia	10	36,122	21-30	Female	Trauma	Moderate	null	4	Yes	4,342.502993	8
6	gynecology	B	Dr Sarah	0	79,940	11-20	Female	Emergency	Extreme	Asthama	2	Yes	4,664.446649	9
4	gynecology	F	Dr Sophia	8	109,481	31-40	Female	Emergency	Minor	Heart disease	14	Yes	4,325.418811	8
2	gynecology	F	Dr Nathan	4	84,786	41-50	Female	Trauma	Minor	Other	3	Yes	4,778.194578	9
12	gynecology	F	Dr Sarah	3	89,272	11-20	Female	Trauma	Moderate	Asthama	2	Yes	5,424.925769	9
4	gynecology	F	Dr Sophia	0	1,626	31-40	Female	Trauma	Moderate	Heart disease	4	No	4,262.512772	10
3	gynecology	F	Dr Sarah	0	75,642	11-20	Female	Emergency	Moderate	Asthama	3	Yes	4,202.869813	10
3	gynecology	B	Dr Sarah	9	82,842	31-40	Female	Emergency	Moderate	High Blood Pressure	2	No	6,971.657803	8
3	anesthesia	E	Dr John	4	2,289	61-70	Female	Emergency	Minor	High Blood Pressure	3	No	5,210.780708	36
2	gynecology	B	Dr Sarah	6	118,184	31-40	Female	Trauma	Moderate	Asthama	10	No	5,562.409374	7
7	gynecology	D	Dr Sophia	8	25,433	41-50	Female	Trauma	Extreme	Diabetes	4	No	4,476.185827	9
2	anesthesia	E	Dr John	4	33,937	21-30	Female	Trauma	Minor	High Blood Pressure	4	No	3,996.234436	32
4	gynecology	F	Dr Sarah	2	43,001	11-20	Female	Trauma	Minor	High Blood Pressure	3	No	4,105.795901	10
13	gynecology	F	Dr Olivia	8	85,601	31-40	Female	Emergency	Moderate	Other	2	No	4,631.550257	11
2	gynecology	B	Dr Sarah	3	22,447	11-20	Female	Emergency	Moderate	High Blood Pressure	2	No	5,456.930075	8
2	radiotherapy	A	Dr John	1	29,957	61-70	Female	Trauma	Extreme	Diabetes	2	No	4,694.127772	23
3	gynecology	F	Dr Sophia	3	45,008	41-50	Female	Trauma	Moderate	Heart disease	4	Yes	4,713.868519	10

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.