Table Data - All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA)

Title All Employees: Education and Health Services: Hospitals in Dallas-Fort Worth-Arlington, TX (MSA)
Series ID SMU48191006562200001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2025-12-01
Last Updated 2026-01-28 2:04 AM CST
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 48.4860168378005
1990-02-01 49.1373720547727
1990-03-01 49.4165962705697
1990-04-01 49.0194063409630
1990-05-01 49.6978029262918
1990-06-01 50.2503401193021
1990-07-01 50.3992667548373
1990-08-01 50.7932561081268
1990-09-01 51.2829026741081
1990-10-01 51.4182200550181
1990-11-01 51.4504456054973
1990-12-01 51.8714597453081
1991-01-01 52.3541278100298
1991-02-01 52.8433571373917
1991-03-01 53.4141359322932
1991-04-01 53.9226253496499
1991-05-01 54.2951194320273
1991-06-01 54.6465907197282
1991-07-01 55.2246804869810
1991-08-01 55.6742532278286
1991-09-01 55.7901766123829
1991-10-01 56.3190709635519
1991-11-01 56.5538037435711
1991-12-01 56.6780189002823
1992-01-01 53.6056740607711
1992-02-01 53.6652713420848
1992-03-01 53.4209790908862
1992-04-01 53.8291676724624
1992-05-01 53.9834942165596
1992-06-01 53.9689584849593
1992-07-01 54.3343754039687
1992-08-01 54.0467861774434
1992-09-01 54.4041919591306
1992-10-01 54.5082513830053
1992-11-01 54.8449005275553
1992-12-01 55.3758662983296
1993-01-01 54.9768846154041
1993-02-01 54.6916931455345
1993-03-01 54.7260976105042
1993-04-01 54.2582571438938
1993-05-01 54.0901596709541
1993-06-01 53.7865193986809
1993-07-01 53.0342444329440
1993-08-01 52.9136067717258
1993-09-01 52.9825414514187
1993-10-01 51.9886997890339
1993-11-01 51.7235901750569
1993-12-01 51.8769329540037
1994-01-01 52.3807960744702
1994-02-01 52.4406871126691
1994-03-01 52.4079665160604
1994-04-01 53.0276652740764
1994-05-01 52.7092069877458
1994-06-01 52.9054707568616
1994-07-01 52.8003748434377
1994-08-01 53.4642625978044
1994-09-01 52.9211690717802
1994-10-01 53.4647959315455
1994-11-01 53.4145881926897
1994-12-01 53.4727975923142
1995-01-01 53.4313567120581
1995-02-01 53.6003724766596
1995-03-01 53.6864202070858
1995-04-01 54.1061014744485
1995-05-01 54.3444580162634
1995-06-01 54.3082449804610
1995-07-01 54.7553021770955
1995-08-01 54.7056182186030
1995-09-01 54.9382463095931
1995-10-01 55.3339237593193
1995-11-01 55.2173794483021
1995-12-01 55.2666573935519
1996-01-01 54.9798492450287
1996-02-01 54.8685353193089
1996-03-01 54.7928089186182
1996-04-01 54.2537609166725
1996-05-01 53.9926475478164
1996-06-01 54.2386441583460
1996-07-01 53.5873191945619
1996-08-01 53.6557637428289
1996-09-01 53.7765573788292
1996-10-01 53.5775330910603
1996-11-01 53.9263818447517
1996-12-01 53.7295462032939
1997-01-01 54.0095543084898
1997-02-01 54.3394294394640
1997-03-01 54.6296154837835
1997-04-01 54.4726970131261
1997-05-01 54.9363782456537
1997-06-01 55.1768393674342
1997-07-01 55.7425859000867
1997-08-01 56.0406333709831
1997-09-01 55.7410612482914
1997-10-01 55.3202266962143
1997-11-01 55.1131032856052
1997-12-01 55.1793120204847
1998-01-01 54.7978671517687
1998-02-01 54.8862021222462
1998-03-01 55.2756337695478
1998-04-01 55.2722964437900
1998-05-01 55.5889627022758
1998-06-01 55.5320540999982
1998-07-01 55.3442084849319
1998-08-01 55.2441975557345
1998-09-01 54.9231844770434
1998-10-01 54.7586559709276
1998-11-01 54.8892146273502
1998-12-01 54.7940991921108
1999-01-01 55.6722368244743
1999-02-01 55.7201330492733
1999-03-01 55.5169876517588
1999-04-01 56.1573620865232
1999-05-01 55.8395637162528
1999-06-01 55.7705397319073
1999-07-01 57.0111603520254
1999-08-01 56.9524491614620
1999-09-01 57.1328801270131
1999-10-01 57.7199803598921
1999-11-01 57.6396547455311
1999-12-01 57.7981626467744
2000-01-01 57.7315219624001
2000-02-01 56.8130168629556
2000-03-01 56.5681665189616
2000-04-01 57.4278657608730
2000-05-01 57.7067427978106
2000-06-01 57.3313554934768
2000-07-01 57.4762372588537
2000-08-01 57.1632097898738
2000-09-01 57.3633190614486
2000-10-01 57.5814848902585
2000-11-01 57.4644376543737
2000-12-01 57.4730276721277
2001-01-01 57.5251366051362
2001-02-01 57.7209712342553
2001-03-01 57.8926459848239
2001-04-01 57.4374930369036
2001-05-01 58.0564332916862
2001-06-01 58.3676961395379
2001-07-01 58.4190477955343
2001-08-01 59.0813794384299
2001-09-01 59.4826990066433
2001-10-01 59.6755083601827
2001-11-01 59.8917711437575
2001-12-01 59.9553880633049
2002-01-01 60.0443940557314
2002-02-01 60.2254180369004
2002-03-01 60.4991728224515
2002-04-01 60.5752153372219
2002-05-01 60.5940547030404
2002-06-01 61.0008815939516
2002-07-01 60.7044906873073
2002-08-01 61.0896371252729
2002-09-01 61.1969953997735
2002-10-01 61.0712992046673
2002-11-01 61.6516929952707
2002-12-01 61.3606740276471
2003-01-01 62.7844444056875
2003-02-01 63.0542657922272
2003-03-01 62.8975142589567
2003-04-01 63.2240348605697
2003-05-01 63.2001539951868
2003-06-01 63.0753087026475
2003-07-01 63.4638071957596
2003-08-01 63.3012599267416
2003-09-01 62.9994409763080
2003-10-01 63.1053508128237
2003-11-01 63.1751771307630
2003-12-01 62.9000451696406
2004-01-01 62.2031052419101
2004-02-01 62.2544709843080
2004-03-01 62.2956149967813
2004-04-01 62.1540384784036
2004-05-01 62.2142817877071
2004-06-01 62.1274245840745
2004-07-01 62.2094109376119
2004-08-01 62.1214485519088
2004-09-01 62.2139612379331
2004-10-01 62.7369599486405
2004-11-01 62.0190743790353
2004-12-01 62.3663537562697
2005-01-01 61.5963462654837
2005-02-01 61.7545327601771
2005-03-01 61.8820090186044
2005-04-01 61.8943933491378
2005-05-01 62.0933264484808
2005-06-01 61.9613908088407
2005-07-01 62.4855606595006
2005-08-01 62.5736091749077
2005-09-01 62.7235417639064
2005-10-01 63.2734576886554
2005-11-01 63.1717360160130
2005-12-01 63.1230384513226
2006-01-01 63.5855084746384
2006-02-01 63.6381170157807
2006-03-01 63.6306202663897
2006-04-01 64.0420653538127
2006-05-01 64.0728665517040
2006-06-01 64.4126521127926
2006-07-01 64.3033318631798
2006-08-01 64.4440053144363
2006-09-01 64.6446254543043
2006-10-01 64.3893231879244
2006-11-01 64.5751612160174
2006-12-01 65.0777827186766
2007-01-01 65.3701598426506
2007-02-01 65.8253455178555
2007-03-01 65.9904366234073
2007-04-01 65.9654906869984
2007-05-01 65.8459853959039
2007-06-01 66.5867376458440
2007-07-01 66.4734394108465
2007-08-01 66.6043098128344
2007-09-01 66.6757577906588
2007-10-01 66.3968496907278
2007-11-01 66.6559167643466
2007-12-01 66.3998786842830
2008-01-01 67.1581326213948
2008-02-01 67.6182287903757
2008-03-01 67.2628741555246
2008-04-01 67.3674287954914
2008-05-01 67.9218963664525
2008-06-01 67.8149690749422
2008-07-01 68.0433779731149
2008-08-01 68.1519288179415
2008-09-01 68.3143284964180
2008-10-01 68.6857387996112
2008-11-01 68.9057838206831
2008-12-01 69.9135739694061
2009-01-01 69.2567184153143
2009-02-01 69.5289064958822
2009-03-01 70.0594362876503
2009-04-01 69.9484228212570
2009-05-01 70.3718026474224
2009-06-01 71.2964333540148
2009-07-01 71.1119114813007
2009-08-01 71.2642081080707
2009-09-01 71.2611398635447
2009-10-01 72.9539149806369
2009-11-01 72.7747045651706
2009-12-01 72.8208373192006
2010-01-01 72.6757382400574
2010-02-01 72.8437740965317
2010-03-01 72.8553122202451
2010-04-01 73.2149721731126
2010-05-01 73.0322383164223
2010-06-01 73.0813278684845
2010-07-01 73.1553393303306
2010-08-01 73.4680056060676
2010-09-01 73.4052371350124
2010-10-01 73.9227773293583
2010-11-01 73.9627605079964
2010-12-01 74.6561905476357
2011-01-01 74.4943418752488
2011-02-01 74.2389117286034
2011-03-01 74.5617336243230
2011-04-01 75.0623057685845
2011-05-01 75.8036078399742
2011-06-01 75.6547923118506
2011-07-01 75.9951045290620
2011-08-01 76.1404718027482
2011-09-01 76.5594109660825
2011-10-01 76.4024664842701
2011-11-01 76.4778906363495
2011-12-01 76.6251486519389
2012-01-01 76.5934721663417
2012-02-01 76.8150897014900
2012-03-01 76.9676714568644
2012-04-01 76.8082075892385
2012-05-01 76.9021289037570
2012-06-01 76.7936403864498
2012-07-01 77.0193739510648
2012-08-01 77.3203015060405
2012-09-01 77.2907808828891
2012-10-01 77.4177395225309
2012-11-01 77.4891538411725
2012-12-01 77.7285566043409
2013-01-01 77.5726550758313
2013-02-01 78.2850243167120
2013-03-01 78.4588640019545
2013-04-01 78.7653487648748
2013-05-01 78.7990492608291
2013-06-01 79.1315524192370
2013-07-01 78.9446020826410
2013-08-01 78.8038915288680
2013-09-01 78.8331189770441
2013-10-01 78.9248230730411
2013-11-01 78.9729221030163
2013-12-01 79.5629620730197
2014-01-01 79.3395716659288
2014-02-01 79.4642958664881
2014-03-01 79.5337055107980
2014-04-01 79.3315062364460
2014-05-01 79.5133669704414
2014-06-01 79.5401567367074
2014-07-01 79.6617024220923
2014-08-01 79.9333367844463
2014-09-01 79.6722514548171
2014-10-01 80.3311486353888
2014-11-01 80.5269364453937
2014-12-01 80.5931090299691
2015-01-01 80.8107933550464
2015-02-01 80.9439370529313
2015-03-01 80.9047931465040
2015-04-01 81.4087593089875
2015-05-01 81.5294831871600
2015-06-01 81.8389742307302
2015-07-01 82.7952194582192
2015-08-01 82.6746509782970
2015-09-01 82.9206363445818
2015-10-01 82.9113741445973
2015-11-01 83.1723242064125
2015-12-01 82.8122786592836
2016-01-01 83.5826617358235
2016-02-01 83.6350954515289
2016-03-01 84.0023279219547
2016-04-01 84.3810289441222
2016-05-01 84.7312445916440
2016-06-01 84.4291682672798
2016-07-01 85.3264963888242
2016-08-01 85.7357914056637
2016-09-01 86.1529485004832
2016-10-01 86.4881356892329
2016-11-01 86.8193264688314
2016-12-01 86.9268026695940
2017-01-01 87.3664612172227
2017-02-01 87.5172346779441
2017-03-01 88.0151781446167
2017-04-01 87.8883633260602
2017-05-01 87.8991034861322
2017-06-01 88.4233606532190
2017-07-01 88.0488200285313
2017-08-01 87.9045734797072
2017-09-01 87.8615487689956
2017-10-01 87.6435230935049
2017-11-01 88.1827037346513
2017-12-01 88.3224448321385
2018-01-01 88.3813781619492
2018-02-01 88.6157488791973
2018-03-01 89.1467907879941
2018-04-01 88.5001485297034
2018-05-01 88.4678086421014
2018-06-01 88.7281118458478
2018-07-01 88.5373772564165
2018-08-01 88.6588709568227
2018-09-01 88.5210187675633
2018-10-01 88.5068462395639
2018-11-01 88.3626624139530
2018-12-01 88.6974413505303
2019-01-01 88.2289760180125
2019-02-01 88.1416843424335
2019-03-01 88.0783122271890
2019-04-01 88.2384335607632
2019-05-01 88.0482243048814
2019-06-01 87.9560587336846
2019-07-01 87.7088031077035
2019-08-01 87.8657173935561
2019-09-01 87.8165268007961
2019-10-01 88.2641752113172
2019-11-01 88.5369700098022
2019-12-01 88.4897244645427
2020-01-01 89.2151732726642
2020-02-01 89.5088666580612
2020-03-01 89.4198083815808
2020-04-01 85.5537063606086
2020-05-01 86.4561137194071
2020-06-01 86.4809375943397
2020-07-01 86.7856162134096
2020-08-01 86.5096843775791
2020-09-01 86.2769932230441
2020-10-01 87.4323461638923
2020-11-01 87.4984968343137
2020-12-01 87.9356227466533
2021-01-01 87.8146806438635
2021-02-01 87.2866233011130
2021-03-01 87.8445305812302
2021-04-01 88.5778936391987
2021-05-01 87.8637734564687
2021-06-01 87.6845418608315
2021-07-01 87.9745357717472
2021-08-01 88.3407297766656
2021-09-01 87.7250712203379
2021-10-01 87.1980525964400
2021-11-01 87.1729039178407
2021-12-01 87.6234558887416
2022-01-01 87.3131788132953
2022-02-01 87.2587669705833
2022-03-01 88.0573912117579
2022-04-01 88.1727919739743
2022-05-01 88.4756903133506
2022-06-01 88.9511663551441
2022-07-01 89.8664079187487
2022-08-01 90.6643461467015
2022-09-01 91.5256592361707
2022-10-01 91.7941254797452
2022-11-01 92.4565570942221
2022-12-01 92.5308060957100
2023-01-01 92.8927052196608
2023-02-01 93.9031199546864
2023-03-01 94.5420682425253
2023-04-01 95.3577934032814
2023-05-01 95.8765132664177
2023-06-01 96.6977863388675
2023-07-01 96.7637165608897
2023-08-01 97.6097672055800
2023-09-01 97.8868103530091
2023-10-01 98.3977925929863
2023-11-01 98.7553033918642
2023-12-01 98.9391346333218
2024-01-01 99.1391302225528
2024-02-01 99.4117337505787
2024-03-01 99.5392116254832
2024-04-01 99.4206416933936
2024-05-01 99.4622070541035
2024-06-01 99.4255935384595
2024-07-01 99.3736869466546
2024-08-01 99.5748264890270
2024-09-01 100.1165990680740
2024-10-01 100.3087629545120
2024-11-01 100.4567527652100
2024-12-01 100.6287752116410
2025-01-01 101.6503805929150
2025-02-01 101.8923431350580
2025-03-01 102.0317397450160
2025-04-01 102.5034223470560
2025-05-01 102.9290697755870
2025-06-01 103.2740998004970
2025-07-01 103.5747831525170
2025-08-01 103.4806129082630
2025-09-01 103.3550560937150
2025-10-01 103.5115302240900
2025-11-01 103.7759549788400
2025-12-01 103.6732242655330

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