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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
4	gynecology	B	Dr Olivia	8	8,535	21-30	Female	Trauma	Moderate	Other	2	Yes	3,870.615575	10
2	gynecology	D	Dr Nathan	5	116,473	21-30	Female	Trauma	Extreme	null	2	Yes	4,170.827586	9
2	gynecology	D	Dr Sarah	0	11,531	11-20	Female	Trauma	Moderate	High Blood Pressure	2	Yes	5,049.228615	9
2	gynecology	F	Dr Nathan	2	38,494	21-30	Female	Emergency	Minor	Other	4	Yes	5,165.033271	8
5	gynecology	F	Dr Nathan	6	9,185	31-40	Female	Trauma	Minor	Other	8	Yes	7,518.473602	9
4	gynecology	D	Dr Nathan	8	102,231	21-30	Female	Trauma	Extreme	Other	4	Yes	3,701.21047	10
4	anesthesia	A	Dr Mark	3	13,342	31-40	Male	Trauma	Minor	Other	6	Yes	5,116.571712	18
4	radiotherapy	E	Dr John	10	34,305	71-80	Female	Emergency	Moderate	null	4	Yes	4,100.743415	23
3	radiotherapy	E	Dr Sam	0	9,904	51-60	Male	Emergency	Moderate	null	3	Yes	6,321.1479	20
3	radiotherapy	E	Dr Sam	8	58,556	61-70	Male	Emergency	Moderate	Other	4	Yes	3,926.737272	22
5	gynecology	D	Dr Olivia	10	115,060	41-50	Female	Trauma	Moderate	null	6	Yes	6,539.532122	9
4	gynecology	F	Dr Nathan	0	55,505	21-30	Female	Urgent	Extreme	null	2	Yes	5,654.480592	9
4	surgery	A	Dr Simon	6	75,113	81-90	Female	Trauma	Moderate	null	3	Yes	5,009.104811	39
5	gynecology	B	Dr Olivia	1	38,326	41-50	Female	Trauma	Moderate	Other	4	Yes	4,658.602999	8
4	radiotherapy	A	Dr John	10	86,579	51-60	Other	Emergency	Minor	Other	2	Yes	3,563.549831	23
4	gynecology	F	Dr Nathan	10	102,204	31-40	Female	Trauma	Minor	Other	2	Yes	4,723.262741	9
5	anesthesia	E	Dr John	4	110,019	51-60	Other	Trauma	Moderate	null	4	Yes	4,107.257335	28
3	gynecology	D	Dr Nathan	1	37,738	21-30	Female	Trauma	Minor	null	2	Yes	3,569.914261	9
5	gynecology	D	Dr Nathan	4	73,223	21-30	Female	Trauma	Extreme	Other	4	Yes	3,673.512407	9
11	gynecology	B	Dr Olivia	4	47,791	21-30	Female	Emergency	Moderate	Other	13	Yes	3,250.698861	9
3	gynecology	B	Dr Olivia	4	83,370	21-30	Female	Trauma	Moderate	Other	2	Yes	4,829.442337	10
3	radiotherapy	E	Dr John	5	118,928	31-40	Other	Trauma	Moderate	Other	2	Yes	6,752.395533	7
3	gynecology	B	Dr Olivia	2	6,086	41-50	Female	Trauma	Moderate	null	4	Yes	3,169.833743	8
4	radiotherapy	E	Dr John	1	40,921	71-80	Other	Emergency	Minor	Other	3	Yes	4,182.823448	23
3	TB & Chest disease	E	Dr John	2	9,330	21-30	Female	Emergency	Moderate	Other	14	Yes	5,121.367997	21
2	gynecology	B	Dr Olivia	7	109,472	21-30	Female	Trauma	Moderate	Other	2	Yes	5,091.29076	11
4	gynecology	F	Dr Olivia	0	124,391	21-30	Female	Trauma	Moderate	null	2	Yes	2,846.55588	8
2	radiotherapy	A	Dr John	9	13,166	71-80	Female	Trauma	Moderate	null	4	Yes	4,755.762329	26
4	radiotherapy	A	Dr John	2	116,124	61-70	Female	Trauma	Moderate	Other	11	Yes	2,844.99329	20
2	radiotherapy	A	Dr Sam	5	74,844	21-30	Male	Trauma	Extreme	Other	2	Yes	6,304.064531	20
4	gynecology	B	Dr Olivia	2	49,900	21-30	Female	Trauma	Moderate	Other	11	Yes	4,335.471167	8
2	gynecology	F	Dr Olivia	6	96,478	21-30	Female	Trauma	Moderate	Other	2	Yes	5,174.878472	9
2	gynecology	B	Dr Olivia	4	84,544	21-30	Female	Trauma	Moderate	Other	4	Yes	3,473.165415	9
3	gynecology	D	Dr Nathan	0	20,638	21-30	Female	Trauma	Minor	Other	8	Yes	4,835.857127	9
5	gynecology	F	Dr Olivia	6	57,811	21-30	Female	Trauma	Moderate	Other	4	Yes	4,148.941942	8
4	gynecology	F	Dr Nathan	4	19,849	21-30	Female	Emergency	Minor	Other	2	Yes	5,068.990933	9
2	surgery	A	Dr Isaac	6	60,990	61-70	Male	Trauma	Moderate	null	4	Yes	4,379.761493	33
2	gynecology	D	Dr Nathan	10	37,928	21-30	Female	Trauma	Minor	Other	4	Yes	6,570.096449	7
2	gynecology	B	Dr Olivia	8	52,669	21-30	Female	Emergency	Moderate	Other	2	Yes	4,822.787137	10
5	gynecology	B	Dr Nathan	5	39,806	21-30	Female	Trauma	Minor	null	2	Yes	4,812.942434	8
3	gynecology	F	Dr Olivia	0	16,699	31-40	Female	Trauma	Moderate	null	2	Yes	4,814.310704	12
3	gynecology	F	Dr Olivia	2	29,767	21-30	Female	Trauma	Moderate	Other	3	Yes	5,876.779474	9
3	gynecology	B	Dr Olivia	10	202	31-40	Female	Trauma	Moderate	Other	4	Yes	3,524.582316	8
3	gynecology	D	Dr Nathan	0	110,592	21-30	Female	Urgent	Minor	null	2	Yes	3,180.601827	8
2	gynecology	B	Dr Olivia	9	34,997	21-30	Female	Trauma	Moderate	Other	2	Yes	3,287.564913	7
4	radiotherapy	C	Dr John	9	355	71-80	Other	Emergency	Moderate	Other	4	Yes	3,850.186755	21
3	gynecology	F	Dr Olivia	2	121,562	21-30	Female	Trauma	Moderate	Other	2	Yes	4,531.748023	10
4	gynecology	F	Dr Nathan	6	1,460	31-40	Female	Trauma	Minor	Other	4	Yes	4,556.748265	9
6	gynecology	D	Dr Nathan	2	126,151	31-40	Female	Trauma	Extreme	null	4	Yes	4,978.795081	9
3	radiotherapy	E	Dr John	10	37,957	71-80	Female	Trauma	Moderate	Other	6	Yes	4,325.376688	25
3	gynecology	D	Dr Olivia	5	128,287	31-40	Female	Urgent	Moderate	null	2	Yes	4,465.673127	9
3	anesthesia	E	Dr John	0	109,668	31-40	Other	Trauma	Minor	Other	9	Yes	4,114.217365	16
4	gynecology	B	Dr Olivia	2	126,734	21-30	Female	Emergency	Moderate	Other	6	Yes	4,649.339948	8
4	gynecology	F	Dr Olivia	10	77,718	21-30	Female	Trauma	Moderate	null	4	Yes	2,555.82843	8
2	radiotherapy	E	Dr Sam	8	17,571	51-60	Male	Trauma	Moderate	Other	6	Yes	3,580.994974	19
3	gynecology	F	Dr Nathan	3	105,588	31-40	Female	Urgent	Minor	Other	2	Yes	6,989.511523	9
3	gynecology	F	Dr Nathan	1	44,302	21-30	Female	Urgent	Minor	null	2	Yes	4,271.528172	8
3	gynecology	F	Dr Olivia	1	12,896	21-30	Female	Trauma	Moderate	Other	6	Yes	2,377.473804	11
5	radiotherapy	E	Dr John	6	23,128	51-60	Female	Trauma	Moderate	Other	4	Yes	4,192.644092	27
4	anesthesia	C	Dr John	4	118,794	71-80	Other	Emergency	Minor	Other	2	Yes	6,406.54134	34
5	radiotherapy	C	Dr John	9	7,122	41-50	Other	Emergency	Moderate	Other	5	Yes	5,276.178345	6
3	gynecology	F	Dr Olivia	2	125,722	41-50	Female	Trauma	Moderate	null	4	Yes	4,192.051162	7
4	gynecology	F	Dr Nathan	7	79,994	31-40	Female	Trauma	Minor	null	4	Yes	4,627.28245	8
4	gynecology	F	Dr Olivia	7	29,888	41-50	Female	Trauma	Moderate	Other	4	Yes	6,780.787254	9
2	TB & Chest disease	A	Dr John	5	4,501	51-60	Other	Trauma	Moderate	Other	2	Yes	4,890.467586	27
3	gynecology	D	Dr Olivia	0	14,556	31-40	Female	Trauma	Moderate	null	4	Yes	4,680.153644	9
2	radiotherapy	A	Dr Sam	2	2,739	31-40	Male	Trauma	Moderate	null	2	Yes	4,190.846511	5
3	gynecology	F	Dr Nathan	1	43,475	21-30	Female	Urgent	Minor	Other	2	Yes	6,994.664095	8
4	gynecology	D	Dr Nathan	6	39,299	21-30	Female	Trauma	Extreme	Other	4	Yes	3,186.147402	9
4	gynecology	B	Dr Olivia	4	52,990	41-50	Female	Emergency	Moderate	Other	4	Yes	3,985.166619	9
2	gynecology	D	Dr Olivia	9	125,468	21-30	Female	Emergency	Moderate	Other	6	Yes	4,745.760423	8
10	gynecology	D	Dr Nathan	1	79,649	21-30	Female	Trauma	Minor	Other	6	Yes	7,305.419679	8
4	gynecology	F	Dr Olivia	10	52,001	31-40	Female	Trauma	Moderate	null	3	Yes	3,945.152024	9
4	gynecology	F	Dr Olivia	2	37,233	21-30	Female	Trauma	Moderate	null	2	Yes	4,467.439516	8
2	gynecology	B	Dr Olivia	4	38,600	21-30	Female	Trauma	Moderate	Other	2	Yes	4,830.422078	7
4	gynecology	D	Dr Nathan	4	105,877	21-30	Female	Trauma	Extreme	Other	3	Yes	4,297.092079	8
2	anesthesia	A	Dr John	2	5,098	21-30	Female	Urgent	Minor	null	2	Yes	4,319.298992	36
3	gynecology	F	Dr Nathan	3	11,460	41-50	Female	Trauma	Minor	Other	3	Yes	3,924.933089	7
2	anesthesia	E	Dr John	6	61,892	71-80	Female	Trauma	Moderate	Other	2	Yes	3,963.485442	30
4	gynecology	B	Dr Nathan	3	79,012	41-50	Female	Emergency	Minor	null	4	Yes	3,278.301851	8
4	gynecology	D	Dr Nathan	3	40,172	41-50	Female	Trauma	Extreme	null	3	Yes	3,809.334968	8
2	gynecology	D	Dr Olivia	0	82,219	21-30	Female	Trauma	Moderate	Other	4	Yes	4,777.910779	9
3	gynecology	D	Dr Olivia	7	77,210	21-30	Female	Emergency	Moderate	Other	2	Yes	4,337.200498	9
6	radiotherapy	C	Dr John	7	82,112	31-40	Female	Emergency	Moderate	Other	4	Yes	4,102.671611	4
2	gynecology	F	Dr Olivia	3	29,034	41-50	Female	Emergency	Moderate	Other	3	Yes	3,828.225907	9
2	gynecology	B	Dr Olivia	9	3,066	21-30	Female	Trauma	Moderate	null	2	Yes	4,569.563833	10
3	anesthesia	A	Dr John	6	126,590	61-70	Other	Urgent	Moderate	Other	4	Yes	4,340.363051	35
3	radiotherapy	E	Dr Sam	6	107,695	81-90	Male	Urgent	Moderate	Other	3	Yes	5,014.224636	22
3	anesthesia	A	Dr John	9	3,874	41-50	Other	Trauma	Moderate	Other	2	Yes	4,810.627233	18
2	gynecology	D	Dr Nathan	5	59,684	41-50	Female	Trauma	Extreme	null	4	Yes	5,990.781433	7
2	gynecology	F	Dr Nathan	0	108,601	31-40	Female	Emergency	Minor	Other	9	Yes	3,721.262999	9
3	gynecology	D	Dr Olivia	1	108,221	21-30	Female	Emergency	Moderate	Other	2	Yes	4,111.7109	10
5	gynecology	F	Dr Olivia	2	9,051	41-50	Female	Emergency	Moderate	Other	9	Yes	4,199.032344	9
2	gynecology	D	Dr Olivia	10	110,997	21-30	Female	Emergency	Moderate	Other	3	Yes	3,603.907246	8
2	TB & Chest disease	A	Dr Mark	8	125,494	51-60	Male	Urgent	Minor	Other	2	Yes	4,376.053997	29
3	gynecology	F	Dr Nathan	1	124,815	31-40	Female	Urgent	Minor	null	3	Yes	5,052.309048	9
3	radiotherapy	E	Dr John	5	21,047	71-80	Female	Emergency	Moderate	Other	8	Yes	4,623.940209	21
9	gynecology	F	Dr Nathan	6	128,279	21-30	Female	Trauma	Extreme	null	4	Yes	3,559.230519	9
4	gynecology	D	Dr Nathan	9	131,062	41-50	Female	Urgent	Minor	Other	3	Yes	4,607.663178	7
4	gynecology	D	Dr Olivia	8	62,012	21-30	Female	Trauma	Moderate	null	4	Yes	3,963.286483	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.