Table Data - All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)

Title All Employees: Education and Health Services: Social Assistance in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125806562400001SA
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 2026-06-01
Last Updated 2026-07-22 10:18 AM CDT
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 10.7494565948929
1990-02-01 10.9284336314157
1990-03-01 11.2735627985567
1990-04-01 10.8514186581873
1990-05-01 11.0390506581358
1990-06-01 11.2747557558081
1990-07-01 11.7572862293380
1990-08-01 12.0225909729254
1990-09-01 11.8689503871653
1990-10-01 12.0755331470352
1990-11-01 12.0859206084589
1990-12-01 12.0572770044806
1991-01-01 12.2882989005709
1991-02-01 12.2423591935370
1991-03-01 12.2796746586267
1991-04-01 12.2362498672015
1991-05-01 12.3224997613636
1991-06-01 12.3571404456224
1991-07-01 12.2566112469952
1991-08-01 12.3248010580239
1991-09-01 12.3765725850707
1991-10-01 12.3831150776299
1991-11-01 12.3903292702731
1991-12-01 12.4472925976045
1992-01-01 12.5901176358229
1992-02-01 12.6404560912811
1992-03-01 12.7708843240077
1992-04-01 12.9388355609471
1992-05-01 12.9169913500513
1992-06-01 12.9401713294298
1992-07-01 12.8546353560221
1992-08-01 12.9361750071240
1992-09-01 13.0920558216071
1992-10-01 13.1020909668222
1992-11-01 13.1966100223379
1992-12-01 13.2275802788498
1993-01-01 12.9890284058775
1993-02-01 12.7210785953609
1993-03-01 13.0494415855532
1993-04-01 13.1488528564896
1993-05-01 13.1107404796431
1993-06-01 13.0346146435944
1993-07-01 13.4564503762496
1993-08-01 13.6532675604885
1993-09-01 13.7275249209027
1993-10-01 13.5272177470508
1993-11-01 13.6061657642322
1993-12-01 13.7218833755385
1994-01-01 13.6814148153268
1994-02-01 13.6906420566648
1994-03-01 13.7090893671834
1994-04-01 13.8641410177715
1994-05-01 13.9966313665179
1994-06-01 14.1216791699682
1994-07-01 14.1629211339836
1994-08-01 14.2762346717011
1994-09-01 14.2709955261842
1994-10-01 14.3459667323238
1994-11-01 14.4136489833198
1994-12-01 14.6288530905286
1995-01-01 14.7636383004449
1995-02-01 14.8439155720783
1995-03-01 14.9645062839254
1995-04-01 14.8713562558379
1995-05-01 14.9750752871255
1995-06-01 15.0249479849983
1995-07-01 15.2924707951136
1995-08-01 15.3096389229270
1995-09-01 15.4333808178672
1995-10-01 15.4395354821334
1995-11-01 15.5052163936031
1995-12-01 15.5535153003582
1996-01-01 15.5230530219824
1996-02-01 15.6959343031063
1996-03-01 15.7184977027050
1996-04-01 15.7804220004236
1996-05-01 15.8594175710900
1996-06-01 16.0414304748534
1996-07-01 15.7192106438102
1996-08-01 15.4325376363994
1996-09-01 15.6818661494124
1996-10-01 15.8123690493881
1996-11-01 15.8843542136371
1996-12-01 15.8869081864703
1997-01-01 16.0816008985597
1997-02-01 16.0651958472830
1997-03-01 16.1030811227881
1997-04-01 15.8748708007553
1997-05-01 15.9482076460763
1997-06-01 16.0631606955721
1997-07-01 15.9599849835266
1997-08-01 15.5567866484013
1997-09-01 16.1297296738170
1997-10-01 16.0709921065587
1997-11-01 16.1532169842283
1997-12-01 16.3065744286248
1998-01-01 16.6427921734955
1998-02-01 16.8553373058954
1998-03-01 17.0015730430718
1998-04-01 17.2576168473517
1998-05-01 17.3310864800927
1998-06-01 17.4667207712106
1998-07-01 17.6083950490795
1998-08-01 17.8238944095377
1998-09-01 17.8803200274255
1998-10-01 18.1241991172276
1998-11-01 18.2101676487115
1998-12-01 18.5006740161462
1999-01-01 18.0202843148389
1999-02-01 18.0575089890104
1999-03-01 18.1221937862192
1999-04-01 18.2362704427038
1999-05-01 18.3197374634395
1999-06-01 18.3662207642157
1999-07-01 18.8421600392544
1999-08-01 18.9504585957325
1999-09-01 18.9117161845669
1999-10-01 19.4998341321636
1999-11-01 19.6775005453610
1999-12-01 19.8835347675431
2000-01-01 19.2005166813905
2000-02-01 19.3707589593601
2000-03-01 19.6381331890079
2000-04-01 20.1224118397863
2000-05-01 20.1070392139274
2000-06-01 20.1636151630679
2000-07-01 19.9454071308464
2000-08-01 20.0648009120896
2000-09-01 20.2215017269039
2000-10-01 20.5088105180136
2000-11-01 20.5615128498515
2000-12-01 20.8622225193907
2001-01-01 21.2980813855718
2001-02-01 21.3852219065910
2001-03-01 21.5486685850896
2001-04-01 21.6170515263536
2001-05-01 21.5879405031313
2001-06-01 21.7592918108466
2001-07-01 21.7670575943395
2001-08-01 21.7964771582658
2001-09-01 21.6117542932375
2001-10-01 21.5314708855343
2001-11-01 21.6488247058350
2001-12-01 21.8455948029707
2002-01-01 21.8805520084619
2002-02-01 22.2025858851256
2002-03-01 22.2472424863374
2002-04-01 22.3268980273072
2002-05-01 22.3869057724616
2002-06-01 22.4605707455812
2002-07-01 22.6763313671871
2002-08-01 22.7142779080390
2002-09-01 22.7653052988190
2002-10-01 22.7746535531649
2002-11-01 22.8356630344986
2002-12-01 22.7426205858568
2003-01-01 22.6654902326524
2003-02-01 22.4039104065702
2003-03-01 22.5384716940312
2003-04-01 22.5289263709542
2003-05-01 22.6947917279216
2003-06-01 22.8662557343519
2003-07-01 22.9959975681143
2003-08-01 23.1432633184337
2003-09-01 23.1014408066920
2003-10-01 23.1061509308857
2003-11-01 23.1257393809113
2003-12-01 23.2533153330668
2004-01-01 23.2425853948989
2004-02-01 23.1994179657405
2004-03-01 23.3295751805950
2004-04-01 23.0190232226086
2004-05-01 23.2067770241802
2004-06-01 22.9713901356280
2004-07-01 23.0251422264048
2004-08-01 22.9570001548905
2004-09-01 23.0410398781403
2004-10-01 23.1271381850798
2004-11-01 23.1310185998503
2004-12-01 23.0681633078777
2005-01-01 22.9237367920430
2005-02-01 22.8877791814909
2005-03-01 22.9190516591074
2005-04-01 23.1991772322781
2005-05-01 23.3164016573263
2005-06-01 23.3604573848539
2005-07-01 23.4855805635903
2005-08-01 23.4905238265160
2005-09-01 23.7048514392626
2005-10-01 23.5323926230310
2005-11-01 23.7412817472300
2005-12-01 23.5718923670670
2006-01-01 23.8051964145836
2006-02-01 23.8838921878191
2006-03-01 23.8145043761188
2006-04-01 23.7617099427840
2006-05-01 23.7158468955382
2006-06-01 23.8362511706464
2006-07-01 23.5305296784847
2006-08-01 23.7013188147489
2006-09-01 23.8842860233546
2006-10-01 24.0471868028966
2006-11-01 24.0698445989118
2006-12-01 24.1637668673557
2007-01-01 24.5002671634269
2007-02-01 24.5846547314360
2007-03-01 24.8059394048593
2007-04-01 24.3252933107479
2007-05-01 24.5001112902530
2007-06-01 24.6126476025788
2007-07-01 24.5790240069239
2007-08-01 24.8266419757026
2007-09-01 24.7850915441893
2007-10-01 24.8476688288464
2007-11-01 24.7963900616668
2007-12-01 25.0487279988266
2008-01-01 24.9949199718515
2008-02-01 25.2080341048360
2008-03-01 25.3167936389552
2008-04-01 25.2997817039006
2008-05-01 25.2700570617782
2008-06-01 25.3913452114270
2008-07-01 25.4012085588720
2008-08-01 25.6337180847568
2008-09-01 25.5872472783789
2008-10-01 25.5315037503674
2008-11-01 25.7224594105369
2008-12-01 25.6220591790290
2009-01-01 25.3029730956512
2009-02-01 25.3531232563462
2009-03-01 25.3291516990089
2009-04-01 25.5045341586984
2009-05-01 25.5433077139076
2009-06-01 25.3886495534260
2009-07-01 25.2806386245667
2009-08-01 25.0032075823408
2009-09-01 24.9912564774387
2009-10-01 24.8955753596929
2009-11-01 24.8394007395877
2009-12-01 24.9113129493252
2010-01-01 24.9127897399426
2010-02-01 24.2973471068920
2010-03-01 24.9517767939736
2010-04-01 24.9360140371722
2010-05-01 24.9349205651289
2010-06-01 24.7942190019222
2010-07-01 25.0494664177678
2010-08-01 24.8935584129364
2010-09-01 24.7929570046999
2010-10-01 24.7450323616008
2010-11-01 24.7397804701413
2010-12-01 24.7998636842949
2011-01-01 25.0257618727424
2011-02-01 25.0375051772436
2011-03-01 25.0632311896062
2011-04-01 25.1651688125244
2011-05-01 25.3329781298769
2011-06-01 25.3909912453194
2011-07-01 25.4370209116795
2011-08-01 25.3924395611061
2011-09-01 25.6093622517875
2011-10-01 25.5867613656021
2011-11-01 25.5296322919619
2011-12-01 25.3971004840388
2012-01-01 25.0256002181969
2012-02-01 24.9447614628077
2012-03-01 24.8714619605180
2012-04-01 24.7990637887997
2012-05-01 24.7582702084128
2012-06-01 24.7007994906414
2012-07-01 24.6064684304443
2012-08-01 24.4585083592044
2012-09-01 24.3214660351460
2012-10-01 24.3617424422982
2012-11-01 24.2340683055608
2012-12-01 24.1897694380650
2013-01-01 24.3325584309828
2013-02-01 24.4429218004064
2013-03-01 24.4755100307944
2013-04-01 24.3186168883935
2013-05-01 24.3869269494919
2013-06-01 24.3051801055734
2013-07-01 24.5889092047784
2013-08-01 24.8465073939892
2013-09-01 24.9512754609959
2013-10-01 25.1516025202351
2013-11-01 25.4261016380271
2013-12-01 25.1666158708139
2014-01-01 25.0382825949009
2014-02-01 25.0300337323416
2014-03-01 25.1737632295941
2014-04-01 25.3268136490858
2014-05-01 25.2886407721468
2014-06-01 25.4060398848585
2014-07-01 25.3671909971669
2014-08-01 25.5402201029249
2014-09-01 25.5859129042496
2014-10-01 25.3755344906155
2014-11-01 25.7300879496358
2014-12-01 25.7350581028951
2015-01-01 26.1498206547533
2015-02-01 26.1225024903010
2015-03-01 26.0704899754836
2015-04-01 26.1364106886833
2015-05-01 26.0862399495612
2015-06-01 26.0045292579277
2015-07-01 26.0242391674779
2015-08-01 25.8238851981191
2015-09-01 26.0183139376663
2015-10-01 26.1168146311048
2015-11-01 26.2408414123678
2015-12-01 26.4165924555672
2016-01-01 26.3480099818010
2016-02-01 26.2911578166315
2016-03-01 26.3629097004759
2016-04-01 26.5676900622535
2016-05-01 26.5959352810671
2016-06-01 26.7070924725823
2016-07-01 26.6684551274922
2016-08-01 26.7214856881862
2016-09-01 26.8444596384534
2016-10-01 26.8574831628195
2016-11-01 26.8346430197503
2016-12-01 26.9949793201739
2017-01-01 27.0373362478700
2017-02-01 27.1697733051663
2017-03-01 27.2769741699016
2017-04-01 27.2192925417588
2017-05-01 27.4257524900766
2017-06-01 27.3072986974255
2017-07-01 27.7191404231134
2017-08-01 27.6958853352849
2017-09-01 27.5451672455869
2017-10-01 27.3743216793744
2017-11-01 27.5289058917763
2017-12-01 27.4802202128494
2018-01-01 27.4318984943605
2018-02-01 27.5535217249754
2018-03-01 27.6911015155056
2018-04-01 27.7852552343746
2018-05-01 27.9910993139967
2018-06-01 28.1364118944809
2018-07-01 28.0486947162222
2018-08-01 27.9174105747106
2018-09-01 28.1338324491091
2018-10-01 28.2633125540680
2018-11-01 28.4034244065173
2018-12-01 28.2623166755270
2019-01-01 28.8456637960431
2019-02-01 29.0585508862684
2019-03-01 29.2349356567008
2019-04-01 29.0482450094315
2019-05-01 28.8652288276287
2019-06-01 28.8785034999195
2019-07-01 28.5651049635876
2019-08-01 28.2135865645141
2019-09-01 28.5051489500710
2019-10-01 28.5419189882108
2019-11-01 28.7925941173463
2019-12-01 28.7746518612302
2020-01-01 29.0701812898552
2020-02-01 29.3627812681998
2020-03-01 28.7808854737338
2020-04-01 21.9681724109704
2020-05-01 22.2499740138746
2020-06-01 22.5526343598927
2020-07-01 22.7437853885578
2020-08-01 23.2617522244486
2020-09-01 23.6578886992880
2020-10-01 23.6489850910915
2020-11-01 23.6281437104692
2020-12-01 23.8651664907941
2021-01-01 23.7771843611360
2021-02-01 23.9586962225387
2021-03-01 24.4284366986756
2021-04-01 24.5927393355854
2021-05-01 24.5666886090638
2021-06-01 24.7946492471597
2021-07-01 25.0547497070640
2021-08-01 25.1622789960740
2021-09-01 25.2567453085093
2021-10-01 25.4390182405684
2021-11-01 25.9266476873065
2021-12-01 25.9989780746525
2022-01-01 25.4115422468600
2022-02-01 25.6762554279310
2022-03-01 25.2690771941236
2022-04-01 25.7928911896701
2022-05-01 25.9691542326060
2022-06-01 26.0365814837011
2022-07-01 26.4480491324546
2022-08-01 26.5563666926322
2022-09-01 26.7668526103190
2022-10-01 26.9630790462320
2022-11-01 27.2420168939242
2022-12-01 27.5553355683560
2023-01-01 28.4387406779975
2023-02-01 28.4975134071626
2023-03-01 28.6223599509616
2023-04-01 28.7886275208490
2023-05-01 29.0514513452402
2023-06-01 29.1575317086818
2023-07-01 29.3421690433321
2023-08-01 29.3638720451317
2023-09-01 29.3770733140979
2023-10-01 29.8137930939249
2023-11-01 29.6620217478940
2023-12-01 29.8161783084999
2024-01-01 31.5462992397124
2024-02-01 31.8154721450685
2024-03-01 32.0489586711233
2024-04-01 32.4842426598637
2024-05-01 32.7417655378915
2024-06-01 32.6534204780324
2024-07-01 32.6504737175825
2024-08-01 32.8919185048099
2024-09-01 32.8951999256962
2024-10-01 32.8669166707591
2024-11-01 33.2813866844693
2024-12-01 33.0646878290364
2025-01-01 33.0195780333786
2025-02-01 33.0272090074672
2025-03-01 33.2613213887579
2025-04-01 32.6743876342938
2025-05-01 32.9388173066456
2025-06-01 33.1350934198972
2025-07-01 33.4267840547877
2025-08-01 33.5509992829744
2025-09-01 33.5846010745257
2025-10-01 33.3170753829131
2025-11-01 33.3980878715378
2025-12-01 33.6876355677305
2026-01-01 34.1031025654192
2026-02-01 34.0446929981221
2026-03-01 34.2533026303662
2026-04-01 34.3739603971287
2026-05-01 34.3548070384358
2026-06-01 34.6217311717443

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