Federal Reserve Economic Data

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 2024-12-01
Last Updated 2025-01-29 5:51 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 10.746334823229900
1990-02-01 10.926725715264300
1990-03-01 11.274543789077699
1990-04-01 10.851745014145500
1990-05-01 11.039463734534900
1990-06-01 11.271600182214000
1990-07-01 11.761840399798901
1990-08-01 12.023045198237900
1990-09-01 11.869602041142200
1990-10-01 12.075100162174900
1990-11-01 12.085707962917700
1990-12-01 12.059165597419600
1991-01-01 12.284348791519001
1991-02-01 12.240412957896900
1991-03-01 12.281340529424200
1991-04-01 12.236465961574302
1991-05-01 12.322820384956998
1991-06-01 12.353997238724000
1991-07-01 12.260775962375500
1991-08-01 12.325305391319699
1991-09-01 12.377483787687800
1991-10-01 12.382700116701300
1991-11-01 12.390132209789400
1991-12-01 12.448938318707599
1992-01-01 12.585905036698898
1992-02-01 12.638739552239900
1992-03-01 12.773045727153699
1992-04-01 12.938888419459900
1992-05-01 12.917110446500699
1992-06-01 12.938032184827100
1992-07-01 12.857221924527600
1992-08-01 12.936799257815098
1992-09-01 13.093376510405200
1992-10-01 13.101718798954801
1992-11-01 13.196369973260800
1992-12-01 13.229036201075498
1993-01-01 12.985145985203700
1993-02-01 12.719621161651800
1993-03-01 13.052019170210600
1993-04-01 13.148707115191600
1993-05-01 13.110733109611699
1993-06-01 13.033000473656198
1993-07-01 13.457645327315399
1993-08-01 13.653378051946099
1993-09-01 13.729852642185500
1993-10-01 13.526834538181902
1993-11-01 13.605901243680000
1993-12-01 13.723404082337300
1994-01-01 13.677783426285400
1994-02-01 13.689565227628000
1994-03-01 13.711542161583200
1994-04-01 13.863946342548001
1994-05-01 13.996471066322900
1994-06-01 14.120207344246000
1994-07-01 14.162907260154400
1994-08-01 14.275707551582402
1994-09-01 14.274643916256700
1994-10-01 14.345640603180700
1994-11-01 14.413381383453100
1994-12-01 14.629979049635901
1995-01-01 14.761023202814801
1995-02-01 14.842990821697400
1995-03-01 14.966821393054099
1995-04-01 14.870882751673500
1995-05-01 14.974575447520001
1995-06-01 15.022632098692998
1995-07-01 15.292593603861802
1995-08-01 15.308509642504700
1995-09-01 15.438455276879400
1995-10-01 15.439491368091400
1995-11-01 15.504862532451401
1995-12-01 15.554418578557000
1996-01-01 15.521592161061001
1996-02-01 15.695548183009100
1996-03-01 15.719602704672000
1996-04-01 15.779239278927500
1996-05-01 15.858226264925301
1996-06-01 16.039098058030100
1996-07-01 15.718553334734900
1996-08-01 15.429861384248500
1996-09-01 15.693071444234200
1996-10-01 15.811586880153500
1996-11-01 15.881546081339400
1996-12-01 15.887480569994100
1997-01-01 16.080723632485498
1997-02-01 16.067772291755000
1997-03-01 16.102496313141500
1997-04-01 15.871202474084600
1997-05-01 15.946788888132000
1997-06-01 16.061246676335898
1997-07-01 15.958603918980200
1997-08-01 15.552948828289500
1997-09-01 16.147734128921300
1997-10-01 16.069370373161398
1997-11-01 16.147671124130200
1997-12-01 16.307397528541600
1998-01-01 16.641293742085303
1998-02-01 16.861079436060100
1998-03-01 16.999463911869700
1998-04-01 17.251077568925700
1998-05-01 17.329255790690000
1998-06-01 17.465632160224303
1998-07-01 17.605914295030104
1998-08-01 17.818853948835198
1998-09-01 17.906597180899700
1998-10-01 18.121418120813200
1998-11-01 18.201018420951396
1998-12-01 18.501272851552200
1999-01-01 18.017812386720000
1999-02-01 18.066426383067900
1999-03-01 18.119514259151500
1999-04-01 18.227081526991700
1999-05-01 18.317848023413000
1999-06-01 18.365793905402104
1999-07-01 18.839570408402400
1999-08-01 18.946503160174398
1999-09-01 18.938815968201197
1999-10-01 19.497181703165300
1999-11-01 19.667426160387700
1999-12-01 19.883748741996200
2000-01-01 19.197675089178300
2000-02-01 19.379903871093400
2000-03-01 19.635604670887800
2000-04-01 20.112418165466700
2000-05-01 20.105062167429900
2000-06-01 20.164008342528200
2000-07-01 19.942543619560002
2000-08-01 20.061313236368502
2000-09-01 20.248648901861802
2000-10-01 20.506033735408300
2000-11-01 20.551191094472397
2000-12-01 20.861910101472798
2001-01-01 21.294987464110200
2001-02-01 21.394618998435700
2001-03-01 21.546526776551200
2001-04-01 21.607455418441600
2001-05-01 21.586809261429000
2001-06-01 21.759694737231100
2001-07-01 21.765116061663498
2001-08-01 21.794644018402902
2001-09-01 21.631721802432800
2001-10-01 21.529789668618400
2001-11-01 21.641428783448300
2001-12-01 21.844907573557000
2002-01-01 21.878381031746997
2002-02-01 22.208168845654896
2002-03-01 22.246114227575300
2002-04-01 22.320661932192500
2002-05-01 22.386266132522300
2002-06-01 22.460724111928503
2002-07-01 22.675553945046897
2002-08-01 22.713915370763303
2002-09-01 22.776441338916303
2002-10-01 22.774108527961600
2002-11-01 22.831730894605000
2002-12-01 22.741757071769400
2003-01-01 22.664314707055200
2003-02-01 22.405749572105197
2003-03-01 22.538187591410200
2003-04-01 22.526182097748700
2003-05-01 22.694530686037800
2003-06-01 22.866009218779100
2003-07-01 22.996441371179102
2003-08-01 23.144624974872500
2003-09-01 23.102983578273600
2003-10-01 23.106882664960700
2003-11-01 23.125499734317700
2003-12-01 23.252837405781400
2004-01-01 23.242415742965900
2004-02-01 23.197637735806400
2004-03-01 23.330012898150500
2004-04-01 23.019074605655800
2004-05-01 23.206499045497605
2004-06-01 22.971246285637303
2004-07-01 23.025413201550197
2004-08-01 22.957541914074900
2004-09-01 23.041465458807900
2004-10-01 23.127386702413602
2004-11-01 23.131009590327600
2004-12-01 23.068121932913500
2005-01-01 22.923698873192300
2005-02-01 22.886435317964500
2005-03-01 22.919386604256700
2005-04-01 23.199382885023198
2005-05-01 23.316436314616500
2005-06-01 23.360512098566800
2005-07-01 23.485706151133300
2005-08-01 23.490681021002498
2005-09-01 23.704896592859303
2005-10-01 23.532436145695897
2005-11-01 23.741312033621900
2005-12-01 23.571987853044600
2006-01-01 23.805171864741997
2006-02-01 23.883059416633600
2006-03-01 23.814739561844100
2006-04-01 23.761844478630298
2006-05-01 23.715904595878502
2006-06-01 23.836315728398105
2006-07-01 23.530608524873400
2006-08-01 23.701387795156396
2006-09-01 23.884272177661400
2006-10-01 24.047184988332500
2006-11-01 24.069837384851603
2006-12-01 24.163815697083200
2007-01-01 24.500145657383104
2007-02-01 24.584425464264697
2007-03-01 24.806029486330600
2007-04-01 24.325334652668700
2007-05-01 24.500142981140500
2007-06-01 24.612682308792895
2007-07-01 24.579059702424400
2007-08-01 24.826671201602696
2007-09-01 24.785089161183800
2007-10-01 24.847667039775600
2007-11-01 24.796382992404300
2007-12-01 25.048770307343800
2008-01-01 24.994824279885897
2008-02-01 25.207926040237100
2008-03-01 25.316860343810102
2008-04-01 25.299794652785803
2008-05-01 25.270076689353200
2008-06-01 25.391349899925800
2008-07-01 25.401218699845400
2008-08-01 25.633740085691400
2008-09-01 25.587258098773304
2008-10-01 25.531519259448103
2008-11-01 25.722471727548104
2008-12-01 25.622100301808100
2009-01-01 25.302829380409303
2009-02-01 25.353116137210000
2009-03-01 25.329171401466000
2009-04-01 25.504551125166500
2009-05-01 25.543312361234900
2009-06-01 25.388632588507104
2009-07-01 25.280623317826900
2009-08-01 25.003216465434700
2009-09-01 24.991263494169196
2009-10-01 24.895677825388603
2009-11-01 24.839418827971603
2009-12-01 24.911338988823900
2010-01-01 24.912586669196400
2010-02-01 24.297409911311497
2010-03-01 24.951814465911200
2010-04-01 24.936046120745896
2010-05-01 24.934938218684300
2010-06-01 24.794126520444397
2010-07-01 25.049392511330400
2010-08-01 24.893502796229100
2010-09-01 24.792927523098896
2010-10-01 24.745225103792200
2010-11-01 24.739815901639300
2010-12-01 24.799952702825700
2011-01-01 25.025559571223397
2011-02-01 25.037631190161200
2011-03-01 25.063329952551303
2011-04-01 25.165247468929700
2011-05-01 25.333005596417200
2011-06-01 25.390797285847600
2011-07-01 25.436796512919700
2011-08-01 25.392136596919700
2011-09-01 25.609094865919700
2011-10-01 25.587409249447997
2011-11-01 25.529564979187697
2011-12-01 25.397159887299498
2012-01-01 25.025864991162600
2012-02-01 24.944899169333200
2012-03-01 24.871616538622604
2012-04-01 24.799158847326400
2012-05-01 24.758282905967400
2012-06-01 24.700498213674397
2012-07-01 24.606234733336200
2012-08-01 24.456968276210700
2012-09-01 24.321347770912197
2012-10-01 24.362946711124300
2012-11-01 24.233967919827300
2012-12-01 24.190314626557600
2013-01-01 24.333219375568800
2013-02-01 24.443019221727700
2013-03-01 24.475690349641700
2013-04-01 24.318670899480300
2013-05-01 24.386768100382400
2013-06-01 24.304570075005900
2013-07-01 24.588406914106898
2013-08-01 24.843577013493000
2013-09-01 24.951440658736100
2013-10-01 25.153782670540900
2013-11-01 25.426333769959896
2013-12-01 25.167857527910800
2014-01-01 25.039406921145800
2014-02-01 25.029960591227300
2014-03-01 25.173814864409000
2014-04-01 25.326565554906804
2014-05-01 25.288096280875802
2014-06-01 25.405250324276200
2014-07-01 25.365453643367700
2014-08-01 25.535661071205897
2014-09-01 25.585686986273200
2014-10-01 25.382190576918102
2014-11-01 25.730007200003600
2014-12-01 25.736900730649900
2015-01-01 26.151129336975604
2015-02-01 26.122208795558800
2015-03-01 26.069966105836200
2015-04-01 26.135466069826100
2015-05-01 26.084938285666000
2015-06-01 26.003125691713400
2015-07-01 26.020722592831603
2015-08-01 25.818890837126798
2015-09-01 26.017906877086200
2015-10-01 26.128709628960100
2015-11-01 26.240589472190198
2015-12-01 26.419610058755600
2016-01-01 26.349505062059500
2016-02-01 26.291136112460602
2016-03-01 26.359164779124104
2016-04-01 26.566623853427100
2016-05-01 26.593745149884000
2016-06-01 26.704313574345400
2016-07-01 26.662445596799998
2016-08-01 26.718179150470500
2016-09-01 26.844554380064697
2016-10-01 26.874908848198300
2016-11-01 26.834467933797104
2016-12-01 26.999275520889100
2017-01-01 27.038731624447200
2017-02-01 27.167048376664400
2017-03-01 27.271175562884697
2017-04-01 27.218191535637196
2017-05-01 27.423105301592496
2017-06-01 27.303084140975400
2017-07-01 27.709819849353500
2017-08-01 27.690218700846000
2017-09-01 27.556574054310100
2017-10-01 27.393986846575103
2017-11-01 27.526588489086500
2017-12-01 27.485933445093900
2018-01-01 27.429169626864300
2018-02-01 27.551046290264697
2018-03-01 27.681846259935700
2018-04-01 27.784947713706398
2018-05-01 27.991107577787600
2018-06-01 28.127772680597896
2018-07-01 28.035119577020698
2018-08-01 27.911266800981000
2018-09-01 28.161368992618698
2018-10-01 28.283801489888500
2018-11-01 28.398313033653103
2018-12-01 28.272680980216500
2019-01-01 28.827158218013200
2019-02-01 29.058488456056800
2019-03-01 29.222412309322500
2019-04-01 29.050521420076798
2019-05-01 28.868879978711300
2019-06-01 28.866519253817100
2019-07-01 28.547626355635600
2019-08-01 28.206406943405600
2019-09-01 28.554005395894100
2019-10-01 28.556252438360300
2019-11-01 28.784201003940200
2019-12-01 28.795683351326197
2020-01-01 29.023200252915203
2020-02-01 29.375822409749198
2020-03-01 28.766052795633200
2020-04-01 21.967543600159600
2020-05-01 22.256032528448300
2020-06-01 22.538521776215300
2020-07-01 22.734566137551700
2020-08-01 23.255204088353200
2020-09-01 23.702658162894500
2020-10-01 23.471732444337400
2020-11-01 23.419925305769000
2020-12-01 23.592936332867100
2021-01-01 23.417051465933600
2021-02-01 23.468182788791104
2021-03-01 23.906751105369800
2021-04-01 23.997918762304100
2021-05-01 23.875145424240000
2021-06-01 24.062186500450500
2021-07-01 24.266909446785000
2021-08-01 24.261290458774400
2021-09-01 24.287024149053900
2021-10-01 24.472977901498197
2021-11-01 24.834024489298603
2021-12-01 24.834883715831500
2022-01-01 24.033427567610000
2022-02-01 24.381364173206200
2022-03-01 23.833911683040300
2022-04-01 24.299177655758700
2022-05-01 24.368195147940604
2022-06-01 24.271901221288700
2022-07-01 24.704647438340302
2022-08-01 24.688108079606700
2022-09-01 24.773664175208200
2022-10-01 25.003322047371203
2022-11-01 25.162879245466600
2022-12-01 25.289266056886802
2023-01-01 25.858398064148100
2023-02-01 25.979007158138000
2023-03-01 26.167024462269396
2023-04-01 26.506999100727600
2023-05-01 26.625851578724800
2023-06-01 26.756229486982000
2023-07-01 27.354128369442602
2023-08-01 27.345773304554000
2023-09-01 26.967538234571300
2023-10-01 26.937411837273900
2023-11-01 27.095113931690396
2023-12-01 27.238839057324700
2024-01-01 27.376478527333800
2024-02-01 27.671602642428397
2024-03-01 27.777992174967604
2024-04-01 27.796366924226200
2024-05-01 28.083717358006200
2024-06-01 28.227542000493300
2024-07-01 28.035683398181200
2024-08-01 28.335147553353800
2024-09-01 28.665061072110802
2024-10-01 28.676523931976103
2024-11-01 28.818782099413100
2024-12-01 28.975331674167800

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