Datasets:

Nicolybgs
/

healthcare_data

Dataset card Viewer Files Files and versions Community

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	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