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subject_id
int64
hadm_id
int64
admittime
timestamp[ns]
dischtime
timestamp[ns]
deathtime
timestamp[ns]
admission_type
string
admit_provider_id
string
admission_location
string
discharge_location
string
insurance
string
language
string
marital_status
string
race
string
edregtime
timestamp[ns]
edouttime
timestamp[ns]
hospital_expire_flag
int64
10,004,235
24,181,354
2014-02-24T14:38:00
2014-03-04T14:02:00
null
URGENT
P03YMR
TRANSFER FROM HOSPITAL
SKILLED NURSING FACILITY
Medicaid
ENGLISH
SINGLE
BLACK/CAPE VERDEAN
2014-02-24T12:15:00
2014-02-24T17:07:00
0
10,009,628
25,926,192
2013-09-17T17:08:00
2013-09-25T13:20:00
null
URGENT
P41R5N
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicaid
?
MARRIED
HISPANIC/LATINO - PUERTO RICAN
null
null
0
10,018,081
23,983,182
2014-08-18T02:02:00
2014-08-23T19:35:00
null
URGENT
P233F6
TRANSFER FROM HOSPITAL
SKILLED NURSING FACILITY
Medicare
ENGLISH
MARRIED
WHITE
2014-08-17T16:24:00
2014-08-18T03:15:00
0
10,006,053
22,942,076
2016-11-13T23:39:00
2016-11-15T17:20:00
2016-11-15T17:20:00
URGENT
P38TI6
TRANSFER FROM HOSPITAL
DIED
Medicaid
ENGLISH
UNKNOWN
null
null
1
10,031,404
21,606,243
2014-08-04T18:46:00
2014-08-06T20:57:00
null
URGENT
P07HDB
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
WIDOWED
WHITE
null
null
0
10,005,817
20,626,031
2016-12-12T01:43:00
2016-12-20T15:04:00
null
URGENT
P41R5N
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicare
ENGLISH
MARRIED
WHITE
null
null
0
10,019,385
20,297,618
2014-02-15T20:28:00
2014-02-25T13:45:00
null
URGENT
P536JC
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,002,495
24,982,426
2015-05-22T20:17:00
2015-05-29T17:41:00
null
URGENT
P79SJ2
TRANSFER FROM HOSPITAL
SKILLED NURSING FACILITY
Medicare
ENGLISH
MARRIED
UNKNOWN
null
null
0
10,038,081
20,755,971
2015-09-27T20:40:00
2015-10-12T00:00:00
2015-10-12T22:20:00
URGENT
P48GIG
TRANSFER FROM HOSPITAL
DIED
Other
?
SINGLE
UNKNOWN
null
null
1
10,019,917
22,585,261
2016-01-07T23:25:00
2016-01-10T16:52:00
null
URGENT
P3529J
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
SINGLE
OTHER
null
null
0
10,037,861
24,256,866
2015-10-09T20:28:00
2015-10-18T16:50:00
null
URGENT
P64TGC
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicare
ENGLISH
MARRIED
UNKNOWN
null
null
0
10,026,354
24,547,356
2016-10-26T07:11:00
2016-11-06T12:30:00
null
URGENT
P77BSD
TRANSFER FROM HOSPITAL
SKILLED NURSING FACILITY
Other
?
WHITE
2016-10-26T06:00:00
2016-10-26T06:37:00
0
10,015,860
26,352,758
2018-09-24T09:19:00
2018-09-28T19:52:00
null
URGENT
P54RLA
TRANSFER FROM SKILLED NURSING FACILITY
SKILLED NURSING FACILITY
Other
ENGLISH
SINGLE
WHITE
2018-09-23T22:43:00
2018-09-24T09:38:00
0
10,020,740
23,831,430
2016-03-11T15:34:00
2016-04-25T13:50:00
null
URGENT
P7554I
TRANSFER FROM HOSPITAL
SKILLED NURSING FACILITY
Other
ENGLISH
SINGLE
WHITE
null
null
0
10,012,552
27,089,790
2016-03-22T17:18:00
2016-03-30T14:10:00
null
URGENT
P47E1G
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicare
ENGLISH
MARRIED
UNKNOWN
null
null
0
10,014,354
28,335,091
2015-04-26T16:44:00
2015-04-29T15:30:00
null
URGENT
P79SJ2
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
null
null
0
10,014,354
27,487,226
2016-06-30T01:09:00
2016-07-13T19:35:00
null
URGENT
P44WVR
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2016-06-29T21:06:00
2016-06-30T02:27:00
0
10,039,708
25,864,431
2020-03-26T06:08:00
2020-04-11T21:00:00
null
URGENT
P81KFM
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
2020-03-25T22:22:00
2020-03-26T08:08:00
0
10,000,032
22,595,853
2016-05-06T22:23:00
2016-05-07T17:15:00
null
URGENT
P874LG
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
WIDOWED
WHITE
2016-05-06T19:17:00
2016-05-06T23:30:00
0
10,020,786
23,488,445
2014-06-09T12:45:00
2014-06-13T17:20:00
null
URGENT
P031HZ
TRANSFER FROM HOSPITAL
HOME
Medicare
ENGLISH
WIDOWED
WHITE
null
null
0
10,027,445
27,488,741
2015-12-08T19:47:00
2015-12-19T14:36:00
null
URGENT
P38RSS
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
WIDOWED
WHITE
null
null
0
10,027,445
29,163,082
2012-08-27T21:05:00
2012-09-05T17:33:00
null
URGENT
P509SB
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
WIDOWED
WHITE
null
null
0
10,015,931
22,130,791
2015-03-24T21:47:00
2015-03-29T14:15:00
2015-03-29T14:15:00
URGENT
P031HZ
TRANSFER FROM HOSPITAL
DIED
Medicare
ENGLISH
MARRIED
WHITE
null
null
1
10,036,156
28,019,404
2014-07-01T04:52:00
2014-07-03T15:08:00
null
URGENT
P94V16
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
UNKNOWN
null
null
0
10,021,312
25,020,332
2016-08-16T00:32:00
2016-08-18T17:35:00
null
URGENT
P31A9M
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
UNKNOWN
null
null
0
10,021,312
28,829,452
2016-09-12T14:42:00
2016-09-20T18:40:00
null
URGENT
P72G4H
TRANSFER FROM HOSPITAL
ACUTE HOSPITAL
Other
ENGLISH
UNKNOWN
null
null
0
10,003,400
23,559,586
2014-08-04T00:07:00
2014-09-02T17:05:00
2014-09-02T17:05:00
URGENT
P99U21
TRANSFER FROM HOSPITAL
DIED
Medicare
ENGLISH
MARRIED
BLACK/AFRICAN AMERICAN
null
null
1
10,003,400
20,214,994
2014-02-24T10:00:00
2014-03-19T15:45:00
null
URGENT
P60ZCO
TRANSFER FROM SKILLED NURSING FACILITY
CHRONIC/LONG TERM ACUTE CARE
Medicare
ENGLISH
MARRIED
BLACK/AFRICAN AMERICAN
null
null
0
10,023,117
24,244,087
2017-06-07T23:25:00
2017-06-12T15:55:00
null
URGENT
P878WT
TRANSFER FROM HOSPITAL
HOME
Medicare
ENGLISH
WIDOWED
WHITE
2017-06-07T16:24:00
2017-06-08T01:02:00
0
10,038,992
22,797,747
2015-11-02T18:26:00
2015-11-08T16:22:00
null
URGENT
P534S8
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicare
ENGLISH
MARRIED
UNKNOWN
null
null
0
10,037,975
27,617,929
2014-01-17T19:11:00
2014-01-22T14:25:00
2014-01-22T14:25:00
URGENT
P17MK7
TRANSFER FROM HOSPITAL
DIED
Medicare
ENGLISH
MARRIED
UNKNOWN
null
null
1
10,035,185
22,580,999
2016-05-12T12:53:00
2016-05-17T16:00:00
null
URGENT
P41R5N
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,002,930
28,301,173
2015-04-08T19:37:00
2015-04-15T12:01:00
null
URGENT
P3763P
INTERNAL TRANSFER TO OR FROM PSYCH
HOME
Medicare
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
null
null
0
10,002,930
22,733,922
2016-04-22T16:17:00
2016-05-04T13:20:00
null
URGENT
P3763P
INTERNAL TRANSFER TO OR FROM PSYCH
HOME
Medicare
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
null
null
0
10,007,795
28,477,357
2013-04-10T20:33:00
2013-05-02T16:35:00
null
URGENT
P172D4
TRANSFER FROM HOSPITAL
CHRONIC/LONG TERM ACUTE CARE
Medicare
ENGLISH
SINGLE
WHITE
null
null
0
10,007,795
25,135,483
2013-05-04T20:20:00
2013-05-12T17:12:00
null
URGENT
P99LA7
TRANSFER FROM HOSPITAL
REHAB
Medicare
ENGLISH
SINGLE
WHITE
null
null
0
10,004,733
27,411,876
2014-12-04T11:28:00
2014-12-27T14:00:00
null
URGENT
P48KFD
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Medicaid
ENGLISH
SINGLE
UNKNOWN
null
null
0
10,021,118
24,490,144
2014-11-15T20:10:00
2014-11-23T16:00:00
null
URGENT
P96FGV
TRANSFER FROM HOSPITAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,006,580
24,159,665
2015-08-10T11:00:00
2015-08-15T13:25:00
null
ELECTIVE
P76K54
PHYSICIAN REFERRAL
HOME
Medicaid
?
MARRIED
HISPANIC/LATINO - SALVADORAN
null
null
0
10,023,771
20,044,587
2013-08-25T07:15:00
2013-08-30T14:15:00
null
ELECTIVE
P47E1G
PHYSICIAN REFERRAL
SKILLED NURSING FACILITY
Medicare
ENGLISH
MARRIED
WHITE
null
null
0
10,005,348
29,496,232
2013-09-05T08:30:00
2013-09-12T16:55:00
null
ELECTIVE
P786Y5
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,019,172
24,997,044
2011-11-15T14:00:00
2011-11-21T18:31:00
null
ELECTIVE
P41R5N
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
UNABLE TO OBTAIN
null
null
0
10,019,172
21,540,783
2011-10-08T14:00:00
2011-10-11T20:15:00
null
ELECTIVE
P41R5N
PHYSICIAN REFERRAL
HOME
Other
ENGLISH
UNABLE TO OBTAIN
null
null
0
10,021,487
20,429,160
2012-07-16T07:15:00
2012-07-25T12:34:00
null
ELECTIVE
P96Y5O
PHYSICIAN REFERRAL
HOME
Other
ENGLISH
DIVORCED
WHITE
null
null
0
10,013,049
22,675,517
2013-06-20T10:15:00
2013-06-24T16:45:00
null
ELECTIVE
P41R5N
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,035,631
20,385,771
2011-12-04T00:00:00
2011-12-27T16:24:00
null
ELECTIVE
P45GUA
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,035,631
24,912,093
2011-10-22T00:00:00
2011-10-28T12:16:00
null
ELECTIVE
P45GUA
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
MARRIED
UNKNOWN
null
null
0
10,019,003
26,226,543
2018-10-17T18:01:00
2018-11-03T18:00:00
null
ELECTIVE
P7280F
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
WIDOWED
WHITE
null
null
0
10,019,003
28,003,918
2011-12-21T07:15:00
2011-12-24T17:10:00
null
ELECTIVE
P80J89
PHYSICIAN REFERRAL
HOME
Medicare
ENGLISH
WIDOWED
WHITE
null
null
0
10,009,035
28,324,362
2011-04-27T07:15:00
2011-05-01T13:45:00
null
ELECTIVE
P41R5N
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
null
null
0
10,040,025
25,933,959
2015-12-29T19:36:00
2016-01-09T17:38:00
null
ELECTIVE
P43BTJ
PHYSICIAN REFERRAL
SKILLED NURSING FACILITY
Other
ENGLISH
DIVORCED
WHITE
null
null
0
10,014,729
23,300,884
2013-03-19T16:58:00
2013-03-28T13:37:00
null
EW EMER.
P76K54
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE - OTHER EUROPEAN
2013-03-19T12:36:00
2013-03-19T18:45:00
0
10,026,255
20,437,651
2012-09-17T22:53:00
2012-09-29T18:25:00
null
EW EMER.
P233F6
EMERGENCY ROOM
HOME
Other
ENGLISH
MARRIED
WHITE
2012-09-17T18:38:00
2012-09-18T00:57:00
0
10,026,255
22,059,910
2013-07-07T18:15:00
2013-07-13T23:27:00
2013-07-13T23:27:00
EW EMER.
P48KFD
EMERGENCY ROOM
DIED
Other
ENGLISH
MARRIED
WHITE
2013-07-07T12:31:00
2013-07-07T19:40:00
1
10,007,058
22,954,658
2015-11-07T19:05:00
2015-11-11T14:23:00
null
EW EMER.
P76K54
EMERGENCY ROOM
HOME
Other
ENGLISH
MARRIED
WHITE
2015-11-07T17:57:00
2015-11-07T20:22:00
0
10,018,845
21,101,111
2014-10-08T02:28:00
2014-10-11T17:00:00
null
EW EMER.
P34SFE
EMERGENCY ROOM
REHAB
Other
ENGLISH
MARRIED
WHITE
2014-10-07T22:35:00
2014-10-08T04:09:00
0
10,020,640
27,984,218
2011-02-13T00:22:00
2011-02-20T13:52:00
null
EW EMER.
P7554I
EMERGENCY ROOM
SKILLED NURSING FACILITY
Other
ENGLISH
WIDOWED
WHITE
2011-02-12T21:59:00
2011-02-13T01:38:00
0
10,018,081
25,973,915
2014-09-06T15:57:00
2014-09-18T15:50:00
null
EW EMER.
P13ZRJ
EMERGENCY ROOM
CHRONIC/LONG TERM ACUTE CARE
Medicare
ENGLISH
MARRIED
WHITE
2014-09-05T16:14:00
2014-09-06T16:49:00
0
10,018,081
21,027,282
2013-12-18T16:58:00
2014-01-12T11:00:00
null
EW EMER.
P19SWB
EMERGENCY ROOM
SKILLED NURSING FACILITY
Medicare
ENGLISH
MARRIED
WHITE
2013-12-18T12:09:00
2013-12-18T17:10:00
0
10,021,666
22,756,440
2012-03-12T23:47:00
2012-03-23T15:40:00
null
EW EMER.
P99698
EMERGENCY ROOM
CHRONIC/LONG TERM ACUTE CARE
Medicare
ENGLISH
MARRIED
WHITE
2012-03-12T20:52:00
2012-03-13T01:46:00
0
10,015,272
27,993,466
2014-06-12T18:36:00
2014-06-18T15:45:00
null
EW EMER.
P3529J
EMERGENCY ROOM
HOME HEALTH CARE
Medicare
ENGLISH
WHITE
2014-06-12T16:54:00
2014-06-12T20:37:00
0
10,016,810
20,973,395
2014-06-16T01:31:00
2014-06-21T15:55:00
null
EW EMER.
P3638G
EMERGENCY ROOM
HOME
Other
ENGLISH
UNKNOWN
2014-06-15T23:08:00
2014-06-16T02:16:00
0
10,021,938
23,112,364
2012-10-13T01:48:00
2012-10-14T17:40:00
null
EW EMER.
P3529J
EMERGENCY ROOM
HOME
Medicare
ENGLISH
SINGLE
WHITE
2012-10-12T20:17:00
2012-10-13T02:52:00
0
10,021,938
27,154,822
2012-10-25T10:44:00
2012-10-27T15:30:00
null
EW EMER.
P99BGS
EMERGENCY ROOM
HOME
Medicare
ENGLISH
SINGLE
WHITE
2012-10-25T09:23:00
2012-10-25T11:35:00
0
10,001,725
25,563,031
2011-04-11T15:08:00
2011-04-14T15:00:00
null
EW EMER.
P35SU0
PACU
HOME
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,001,217
24,597,018
2013-11-18T22:56:00
2013-11-25T18:00:00
null
EW EMER.
P4645A
EMERGENCY ROOM
HOME HEALTH CARE
Other
?
MARRIED
WHITE
2013-11-18T17:38:00
2013-11-19T01:24:00
0
10,023,239
29,295,881
2015-06-19T17:35:00
2015-06-22T14:57:00
null
EW EMER.
P44WVR
EMERGENCY ROOM
HOME
Other
ENGLISH
SINGLE
WHITE
2015-06-19T15:05:00
2015-06-19T19:09:00
0
10,023,239
21,759,936
2018-10-03T09:06:00
2018-10-08T15:28:00
null
EW EMER.
P031HZ
TRANSFER FROM HOSPITAL
HOME
Other
ENGLISH
MARRIED
WHITE
2018-10-03T06:20:00
2018-10-03T11:04:00
0
10,020,944
29,974,575
2016-02-27T15:34:00
2016-03-13T17:01:00
null
EW EMER.
P27588
EMERGENCY ROOM
SKILLED NURSING FACILITY
Medicare
ENGLISH
UNKNOWN
2016-02-27T13:16:00
2016-02-27T16:40:00
0
10,027,602
28,166,872
2014-10-30T12:05:00
2014-11-20T14:45:00
null
EW EMER.
P47SIK
EMERGENCY ROOM
REHAB
Other
ENGLISH
SINGLE
WHITE
2014-10-30T10:48:00
2014-10-30T12:25:00
0
10,032,725
25,177,949
2013-02-17T14:20:00
2013-03-16T17:15:00
null
EW EMER.
P39043
EMERGENCY ROOM
CHRONIC/LONG TERM ACUTE CARE
Other
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
2013-02-17T07:19:00
2013-02-17T15:18:00
0
10,032,725
20,611,640
2013-03-22T04:59:00
2013-03-25T13:00:00
null
EW EMER.
P7554I
EMERGENCY ROOM
HOSPICE
Other
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
2013-03-22T01:19:00
2013-03-22T06:42:00
0
10,005,348
25,239,799
2015-10-26T17:03:00
2015-11-02T16:00:00
null
EW EMER.
P38RSS
PROCEDURE SITE
SKILLED NURSING FACILITY
Other
ENGLISH
MARRIED
WHITE
null
null
0
10,037,861
24,540,843
2017-03-14T16:34:00
2017-03-24T00:01:00
2017-03-24T23:08:00
EW EMER.
P01LRQ
EMERGENCY ROOM
DIED
Medicare
ENGLISH
MARRIED
UNKNOWN
2017-03-14T15:19:00
2017-03-14T17:53:00
1
10,010,471
29,842,315
2014-12-02T19:36:00
2014-12-07T15:30:00
2014-12-07T15:30:00
EW EMER.
P04X8Y
EMERGENCY ROOM
DIED
Medicare
ENGLISH
WIDOWED
WHITE
2014-12-02T16:00:00
2014-12-02T20:33:00
1
10,005,866
27,167,814
2018-03-10T16:16:00
2018-03-21T18:30:00
null
EW EMER.
P28OI9
EMERGENCY ROOM
SKILLED NURSING FACILITY
Medicaid
ENGLISH
SINGLE
PORTUGUESE
2018-03-10T04:46:00
2018-03-10T11:27:00
0
10,005,866
26,134,779
2019-09-13T07:36:00
2019-09-19T18:00:00
null
EW EMER.
P95QHH
EMERGENCY ROOM
HOME
Medicaid
ENGLISH
SINGLE
PORTUGUESE
2019-09-12T15:31:00
2019-09-13T09:02:00
0
10,005,866
26,158,160
2016-06-06T00:50:00
2016-06-09T16:45:00
null
EW EMER.
P94RT6
EMERGENCY ROOM
HOME
Medicaid
ENGLISH
SINGLE
PORTUGUESE
2016-06-05T22:26:00
2016-06-06T01:45:00
0
10,024,043
24,717,014
2011-04-11T20:46:00
2011-04-16T18:55:00
null
EW EMER.
P5487F
EMERGENCY ROOM
HOME HEALTH CARE
Medicare
ENGLISH
SINGLE
BLACK/AFRICAN AMERICAN
2011-04-11T17:23:00
2011-04-11T22:05:00
0
10,021,487
28,998,349
2011-12-03T00:23:00
2011-12-28T13:19:00
null
EW EMER.
P61T4I
EMERGENCY ROOM
HOME
Other
ENGLISH
MARRIED
WHITE
2011-12-02T22:57:00
2011-12-03T01:02:00
0
10,021,487
21,928,381
2012-12-03T17:07:00
2012-12-06T17:30:00
null
EW EMER.
P96Y5O
PROCEDURE SITE
HOME
Other
ENGLISH
DIVORCED
WHITE
null
null
0
10,021,487
26,321,862
2012-01-28T00:19:00
2012-02-05T15:40:00
null
EW EMER.
P82B0E
EMERGENCY ROOM
HOME
Other
ENGLISH
MARRIED
WHITE
2012-01-27T18:19:00
2012-01-28T01:23:00
0
10,021,487
27,112,038
2012-10-25T22:22:00
2012-10-29T14:40:00
null
EW EMER.
P233F6
EMERGENCY ROOM
HOME
Other
ENGLISH
DIVORCED
WHITE
2012-10-25T15:49:00
2012-10-25T22:53:00
0
10,015,860
24,698,912
2018-05-12T07:42:00
2018-05-27T18:50:00
null
EW EMER.
P03YMR
PHYSICIAN REFERRAL
SKILLED NURSING FACILITY
Other
ENGLISH
SINGLE
WHITE
2018-05-11T16:26:00
2018-05-12T09:31:00
0
10,015,860
28,236,161
2013-09-15T18:49:00
2013-09-19T14:50:00
null
EW EMER.
P62A9I
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2013-09-15T14:14:00
2013-09-15T20:49:00
0
10,015,860
20,790,339
2015-05-23T02:14:00
2015-05-25T14:45:00
null
EW EMER.
P00P3O
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2015-05-22T23:18:00
2015-05-23T03:38:00
0
10,015,860
25,085,565
2012-09-15T16:12:00
2012-09-29T18:05:00
null
EW EMER.
P56SP9
EMERGENCY ROOM
REHAB
Other
ENGLISH
SINGLE
WHITE
2012-09-15T12:56:00
2012-09-15T17:15:00
0
10,015,860
20,854,119
2014-08-06T00:49:00
2014-08-12T17:49:00
null
EW EMER.
P29CGZ
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2014-08-05T20:36:00
2014-08-06T03:24:00
0
10,018,423
29,366,372
2017-05-03T21:24:00
2017-05-11T12:57:00
null
EW EMER.
P204LI
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
2017-05-03T15:18:00
2017-05-03T22:50:00
0
10,007,928
20,338,077
2012-04-05T22:56:00
2012-04-11T17:25:00
null
EW EMER.
P825SO
EMERGENCY ROOM
HOME
Other
ENGLISH
DIVORCED
WHITE
2012-04-05T21:18:00
2012-04-06T00:25:00
0
10,014,078
25,809,882
2013-08-21T23:09:00
2013-08-26T14:48:00
null
EW EMER.
P64JK6
EMERGENCY ROOM
HOME HEALTH CARE
Medicaid
ENGLISH
UNABLE TO OBTAIN
2013-08-21T21:39:00
2013-08-22T00:36:00
0
10,020,740
25,826,145
2016-06-03T20:12:00
2016-06-07T15:05:00
null
EW EMER.
P80QIV
PACU
SKILLED NURSING FACILITY
Other
ENGLISH
SINGLE
WHITE
null
null
0
10,008,454
20,291,550
2013-11-30T06:31:00
2013-12-10T15:53:00
null
EW EMER.
P77BSD
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2013-11-30T04:45:00
2013-11-30T08:03:00
0
10,022,281
29,642,388
2012-06-17T04:11:00
2012-06-19T15:25:00
null
EW EMER.
P76K54
EMERGENCY ROOM
HOME
Other
ENGLISH
MARRIED
OTHER
2012-06-16T20:32:00
2012-06-17T05:14:00
0
10,014,354
24,357,615
2018-05-09T16:09:00
2018-05-10T15:59:00
null
EW EMER.
P15PLY
PHYSICIAN REFERRAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2018-05-08T22:30:00
2018-05-09T19:09:00
0
10,014,354
22,741,225
2014-10-08T23:47:00
2014-10-12T18:20:00
null
EW EMER.
P5487F
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
MARRIED
WHITE
2014-10-08T21:27:00
2014-10-09T01:08:00
0
10,014,354
26,013,492
2015-11-14T22:12:00
2015-11-16T15:00:00
null
EW EMER.
P424IO
EMERGENCY ROOM
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2015-11-14T18:22:00
2015-11-14T23:09:00
0
10,014,354
29,757,856
2018-04-10T02:40:00
2018-04-15T18:00:00
null
EW EMER.
P08904
WALK-IN/SELF REFERRAL
HOME HEALTH CARE
Other
ENGLISH
SINGLE
WHITE
2018-04-09T19:50:00
2018-04-10T03:46:00
0
10,038,933
25,129,047
2011-09-10T12:09:00
2011-09-23T12:18:00
null
EW EMER.
P47KFL
EMERGENCY ROOM
REHAB
Other
ENGLISH
SINGLE
WHITE
2011-09-10T09:23:00
2011-09-10T13:19:00
0
10,016,150
29,374,560
2015-05-10T15:05:00
2015-05-15T19:49:00
null
EW EMER.
P1037P
PROCEDURE SITE
REHAB
Medicare
ENGLISH
SINGLE
WHITE
null
null
0
End of preview. Expand in Data Studio

TinyEHR

v0.2.0 | GitHub | Website | PyPI

A 100 patient dataset of Electronic Health Records, built for learning, experimenting, and prototyping healthcare data tools and AI agentic systems. Typically, working with real healthcare data requires credentialing and data access agreements. TinyEHR is free to use.

This dataset is for learning, prototyping, and exploration only. It should not be used for clinical analysis, medical decision-making, or patient care.

This dataset is derived from real EHR data from Beth Israel Deaconess Medical Center (BIDMC) in Boston, US. The data has been de-identified, meaning it has been stripped of any information that could identify the patient such as names, medical record numbers, and addresses to protect patient privacy. This dataset contains no protected health information (PHI).

Stat Value
Patients 100
Hospital admissions 275
ICU stays 140
Clinical notes 4,580
Gender 43 F / 57 M
Date range 2011 - 2022
Tables (MIMIC) 33
Tables (OMOP) 32

Browse the dataset: explore 30+ tables, column definitions, and relationships across MIMIC-IV and OMOP formats.

TinyEHR Schema Explorer

AI assisted SQL: ask your queries in plain English.

TinyEHR AI SQL

Quick Start

from datasets import load_dataset

patients = load_dataset("vidulpanickan/TinyEHR", "mimic_patients")
admissions = load_dataset("vidulpanickan/TinyEHR", "mimic_admissions")
notes = load_dataset("vidulpanickan/TinyEHR", "mimic_noteevents")

Also available as a Python package: pip install tinyehr (PyPI)

What does the data look like?

patients (subject_id = patient ID, anchor_age = age at anchor year, dod = date of death):

{
  "subject_id": 10014729,
  "gender": "F",
  "anchor_age": 21,
  "anchor_year": 2013,
  "anchor_year_group": "2011 - 2013",
  "dod": null
}

noteevents (hadm_id = hospital admission ID, note_type = type of clinical note):

{
  "note_id": "10014729-DS-0001",
  "subject_id": 10014729,
  "hadm_id": 23300884,
  "note_type": "Discharge summary",
  "chartdate": "2013-03-19",
  "text": "Admission Date: 2013-03-19  Discharge Date: 2013-03-28\n\nDOB: 1992  Sex: F\n\nService: VSURG → CSURG\n\nAttending: Dr. Katriel Silvane\n\nALLERGIES: NKDA\n\nCC: Postop wound infection s/p thoracotomy..."
}

There are 30+ tables covering admissions, diagnoses, lab results, medications, procedures, vitals, clinical notes, and more. Explore all tables at tinyehr.org.

Two Formats

Format Tables Rows Best for
tinyehr_mimic_format 33 ~1.4M Learning how hospital data works
tinyehr_omop_format 32 ~472K Building tools that work across health systems

MIMIC-IV format follows the original MIMIC-IV schema. If you're new to EHR data, start here.

OMOP CDM v5.3.1 format reorganizes the same data into a universal schema where diagnoses, labs, and medications are mapped to standardized medical vocabularies.

Full details: ABOUT_THE_DATA.md

Usage

  • Build and test AI agents that query, reason over, and navigate real hospital data
  • Prototype clinical NLP and text-to-SQL systems against realistic clinical notes and multi-table schemas
  • Learn how EHR data is structured across MIMIC-IV and OMOP formats

Known Limitations

  • 100 patients only: this is a learning and prototyping dataset, not statistically representative of any population
  • Clinical notes are generated and not validated: the notes were generated using Anthropic's Claude Opus 4.6, grounded in each patient's structured data during their hospital visit. They have not been validated by clinicians and may contain hallucinated or inaccurate clinical details (e.g., incorrect ages, fabricated findings, inconsistent timelines). They should not be treated as clinically accurate
  • Single institution: all data comes from one US academic medical center (Beth Israel Deaconess Medical Center in Boston), so demographics and clinical patterns reflect this specific patient population
  • OMOP vocabulary subset: the OMOP format uses a subset of the full OHDSI Athena vocabulary, limited to the concepts needed for these 100 patients

Roadmap

  • Synthetic clinical notes authored by clinicians (currently generated by LLM)
  • Additional data modalities including medical imaging (X-ray, CT scan)

Citation

If you use TinyEHR in your work, please cite:

@misc{tinyehr2026,
  title={TinyEHR: A 100 Patient Electronic Health Records Dataset for Learning and Prototyping Agentic AI},
  author={Vidul Ayakulangara Panickan},
  year={2026},
  url={https://github.com/vidulpanickan/TinyEHR}
}

Source Citations

  1. Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023). MIMIC-IV, a freely accessible electronic health record dataset. Scientific Data, 10(1), 1. https://doi.org/10.1038/s41597-022-01899-x

  2. Johnson, A., Bulgarelli, L., Pollard, T., Horng, S., Celi, L. A., & Mark, R. (2023). MIMIC-IV Clinical Database Demo (version 2.2). PhysioNet. https://doi.org/10.13026/dp1f-ex47

  3. Kallfelz, M., Tsvetkova, A., Pollard, T., Kwong, M., Lipori, G., Huser, V., Osborn, J., Hao, S., & Williams, A. (2021). MIMIC-IV Demo Data in the OMOP Common Data Model (version 0.9). PhysioNet. https://doi.org/10.13026/p1f5-7x35

License

ODbL-1.0 (Open Data Commons Open Database License). Free to use, share, and modify. Redistributed versions must use the same license.

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