Federal Reserve Economic Data

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

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125806562100001SA
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 32.797643316874300
1990-02-01 32.731038515277900
1990-03-01 32.936584087452200
1990-04-01 32.717885780954300
1990-05-01 33.011477951611700
1990-06-01 33.271085295899600
1990-07-01 33.606232410619995
1990-08-01 33.853469761397900
1990-09-01 34.407322702947800
1990-10-01 34.305334179771400
1990-11-01 34.529978239841400
1990-12-01 34.583700789183304
1991-01-01 33.302870618623600
1991-02-01 33.641137206458800
1991-03-01 33.645570330004894
1991-04-01 33.708653938685700
1991-05-01 33.908548867639105
1991-06-01 34.174352890878890
1991-07-01 34.413484467361300
1991-08-01 34.647002088297300
1991-09-01 34.805979045990604
1991-10-01 34.712214187031200
1991-11-01 35.029360231790000
1991-12-01 35.072785700222695
1992-01-01 35.431669923851900
1992-02-01 35.551338536331700
1992-03-01 35.462592339654900
1992-04-01 36.099801687397200
1992-05-01 36.402277885628000
1992-06-01 36.464626003911000
1992-07-01 36.533811390115700
1992-08-01 36.545115114097100
1992-09-01 36.709422768307000
1992-10-01 37.109587596150900
1992-11-01 37.122964366964105
1992-12-01 37.436041092608500
1993-01-01 37.444216000278004
1993-02-01 37.560158909747800
1993-03-01 37.273801989377105
1993-04-01 37.887501188054800
1993-05-01 37.892344750964500
1993-06-01 38.052718494794000
1993-07-01 38.661090049957400
1993-08-01 38.659546717112000
1993-09-01 38.818623010267900
1993-10-01 39.213164990587600
1993-11-01 39.323276291334710
1993-12-01 39.696486845426605
1994-01-01 38.340337155520295
1994-02-01 38.230550553179300
1994-03-01 38.371859140209200
1994-04-01 39.272215726302800
1994-05-01 39.380181639243700
1994-06-01 39.528398349936600
1994-07-01 39.800972852142500
1994-08-01 40.102791172861096
1994-09-01 40.238039995196000
1994-10-01 40.032242421908900
1994-11-01 40.334537397487800
1994-12-01 40.372170716997710
1995-01-01 40.539155028564600
1995-02-01 40.718493886158704
1995-03-01 40.857038885598000
1995-04-01 40.855923157581800
1995-05-01 40.967457064348600
1995-06-01 41.195460700234200
1995-07-01 41.039520075346800
1995-08-01 41.175254996827896
1995-09-01 41.262096156809000
1995-10-01 41.554083087483100
1995-11-01 41.637367891357300
1995-12-01 41.547339120768500
1996-01-01 40.816228446953396
1996-02-01 41.468264880961900
1996-03-01 41.432433250553600
1996-04-01 41.346119666424705
1996-05-01 41.343972137605206
1996-06-01 41.450719571433300
1996-07-01 41.892204980706396
1996-08-01 42.070484100096400
1996-09-01 42.200688964475106
1996-10-01 42.162914740535200
1996-11-01 42.229730098313205
1996-12-01 42.020247729038100
1997-01-01 42.508639842840790
1997-02-01 42.737249286763200
1997-03-01 42.703456363286500
1997-04-01 42.847583211155790
1997-05-01 43.023886662189700
1997-06-01 42.923361523073500
1997-07-01 42.425540287227200
1997-08-01 42.657715886766300
1997-09-01 42.849930688285106
1997-10-01 42.459391455342995
1997-11-01 42.409732607117300
1997-12-01 42.671193006730110
1998-01-01 42.905322619548400
1998-02-01 42.900974791353704
1998-03-01 43.088063068493500
1998-04-01 43.163665539388300
1998-05-01 42.999318830840500
1998-06-01 43.207732133408700
1998-07-01 43.063355019986400
1998-08-01 43.021633834079700
1998-09-01 42.809586297660500
1998-10-01 43.533872824246700
1998-11-01 43.666880108625605
1998-12-01 43.806630820572610
1999-01-01 42.799883511962100
1999-02-01 42.879881313278700
1999-03-01 42.875957605322110
1999-04-01 43.492413183805500
1999-05-01 43.399321330583800
1999-06-01 43.321551838227904
1999-07-01 43.175787861688210
1999-08-01 43.236106389116110
1999-09-01 43.365831677689800
1999-10-01 43.523117841630790
1999-11-01 43.317870163711900
1999-12-01 43.280045632364900
2000-01-01 42.991752698261000
2000-02-01 42.857164757129400
2000-03-01 42.889119262989300
2000-04-01 42.530173787557600
2000-05-01 42.403092536589700
2000-06-01 42.434437295459900
2000-07-01 42.788300118223400
2000-08-01 42.717547136104400
2000-09-01 42.608352449306200
2000-10-01 42.220840509820000
2000-11-01 42.481800693783100
2000-12-01 42.479454483581210
2001-01-01 42.255583567617800
2001-02-01 42.439454313500000
2001-03-01 42.504896492216300
2001-04-01 42.558783713191700
2001-05-01 42.830549048983400
2001-06-01 42.863158436161704
2001-07-01 42.558981247243710
2001-08-01 42.670060181749800
2001-09-01 42.737645192036100
2001-10-01 43.033631601260900
2001-11-01 43.064856504716500
2001-12-01 43.682242857844490
2002-01-01 42.922981657561400
2002-02-01 43.019334278099900
2002-03-01 43.036788483161600
2002-04-01 42.966752343120300
2002-05-01 42.933617377051300
2002-06-01 42.881850615402500
2002-07-01 43.135041011497400
2002-08-01 43.235979336391495
2002-09-01 43.151828369926400
2002-10-01 42.859585093199000
2002-11-01 43.388155809484900
2002-12-01 43.529325303820400
2003-01-01 43.771335112551604
2003-02-01 43.701653516105100
2003-03-01 43.651084865685604
2003-04-01 43.644513219814390
2003-05-01 43.639596597302706
2003-06-01 43.798625393529996
2003-07-01 43.709223852408200
2003-08-01 43.823443301052200
2003-09-01 43.859590932086200
2003-10-01 43.778084228892794
2003-11-01 43.933989904501890
2003-12-01 43.974689331780205
2004-01-01 44.009679850930794
2004-02-01 43.986025175005600
2004-03-01 43.954832277707100
2004-04-01 44.206360986838000
2004-05-01 44.222566312658300
2004-06-01 44.412759820297296
2004-07-01 44.609586177180500
2004-08-01 44.840240349871500
2004-09-01 44.652948655295700
2004-10-01 44.788024670243700
2004-11-01 44.786695313287204
2004-12-01 44.801207732789900
2005-01-01 44.962962792444400
2005-02-01 45.182321400483296
2005-03-01 45.336959135211494
2005-04-01 45.563716053278290
2005-05-01 45.815762161186505
2005-06-01 45.730981322142400
2005-07-01 46.113036544780400
2005-08-01 46.171872683869495
2005-09-01 46.559383259551204
2005-10-01 46.385074549069700
2005-11-01 46.521509881640604
2005-12-01 46.804333612514895
2006-01-01 47.130491097795804
2006-02-01 47.285028073760500
2006-03-01 47.415206258779300
2006-04-01 47.129993267779000
2006-05-01 47.506789387711200
2006-06-01 47.640988035456296
2006-07-01 47.532390138943704
2006-08-01 47.710253996347200
2006-09-01 47.969427609140500
2006-10-01 48.178013297751896
2006-11-01 48.242203657461700
2006-12-01 48.501128670141110
2007-01-01 48.184129001069500
2007-02-01 48.284306583105796
2007-03-01 48.492022207360110
2007-04-01 48.607648690379705
2007-05-01 48.817140913061900
2007-06-01 48.843843248545895
2007-07-01 49.154714167928800
2007-08-01 49.335957765649994
2007-09-01 49.594761202019605
2007-10-01 49.571447608271210
2007-11-01 49.644515954927500
2007-12-01 49.798199330561500
2008-01-01 49.838924222140506
2008-02-01 50.085697651814800
2008-03-01 50.284867606310700
2008-04-01 50.401164817748900
2008-05-01 50.435944001375000
2008-06-01 50.545170471809600
2008-07-01 50.563558057195394
2008-08-01 50.638023580078300
2008-09-01 50.702714842929400
2008-10-01 51.285040751968900
2008-11-01 51.441292476889100
2008-12-01 51.493816788540290
2009-01-01 52.202578766847000
2009-02-01 52.288188526735600
2009-03-01 52.489580035640200
2009-04-01 52.804408457613704
2009-05-01 52.955638108110800
2009-06-01 53.336027582025790
2009-07-01 53.560536056775100
2009-08-01 53.832252332980296
2009-09-01 54.026975812315500
2009-10-01 54.286535096736500
2009-11-01 54.528871952306990
2009-12-01 54.779231855635500
2010-01-01 54.991730062753604
2010-02-01 54.388696207520300
2010-03-01 55.305550331610405
2010-04-01 55.121677380630500
2010-05-01 55.271950341364200
2010-06-01 55.435248611007990
2010-07-01 55.540205477361900
2010-08-01 55.703907095699100
2010-09-01 55.713818411119000
2010-10-01 55.797341023814200
2010-11-01 55.923842870203400
2010-12-01 55.681506422437710
2011-01-01 56.103444059286794
2011-02-01 56.500606921289610
2011-03-01 56.520632290021300
2011-04-01 56.748031478390600
2011-05-01 56.986776696625400
2011-06-01 57.231663335223800
2011-07-01 57.627816577033800
2011-08-01 57.871201601269700
2011-09-01 58.190223104115000
2011-10-01 58.285472269648400
2011-11-01 58.597208380162500
2011-12-01 58.857635969899600
2012-01-01 59.849689282448800
2012-02-01 59.819745752174300
2012-03-01 60.251262907390100
2012-04-01 60.485375861354704
2012-05-01 60.804889173530600
2012-06-01 61.353080816532000
2012-07-01 60.708144685895500
2012-08-01 60.930044469908710
2012-09-01 61.146720146251106
2012-10-01 61.559389037178605
2012-11-01 61.451126225881396
2012-12-01 62.139505681432200
2013-01-01 61.996379568525600
2013-02-01 62.444498905720500
2013-03-01 62.685607856920800
2013-04-01 62.818683229680300
2013-05-01 63.024301789080300
2013-06-01 63.386555241590610
2013-07-01 63.601422349174605
2013-08-01 63.902195912683105
2013-09-01 64.114178187688000
2013-10-01 64.099003019324700
2013-11-01 64.281720864413400
2013-12-01 64.432029378498900
2014-01-01 64.335133197569700
2014-02-01 64.472167182166300
2014-03-01 64.727196726919300
2014-04-01 65.051939449807300
2014-05-01 65.250491264418400
2014-06-01 65.623253870346300
2014-07-01 65.801733996003700
2014-08-01 66.073482940254210
2014-09-01 66.277648089782290
2014-10-01 66.438737112090790
2014-11-01 66.717275536431800
2014-12-01 66.928278402820610
2015-01-01 67.365392931923800
2015-02-01 67.705688760079610
2015-03-01 67.763086908016300
2015-04-01 68.174975578908700
2015-05-01 68.575950446483090
2015-06-01 68.743625059434100
2015-07-01 69.411571246964200
2015-08-01 69.562538432236300
2015-09-01 69.652714392227200
2015-10-01 69.981545188487500
2015-11-01 70.258513897400700
2015-12-01 70.349984722513400
2016-01-01 70.677546413702910
2016-02-01 70.811229709934000
2016-03-01 70.890469169620900
2016-04-01 71.078697105023000
2016-05-01 71.193263763626700
2016-06-01 70.552818749849210
2016-07-01 71.827710460299500
2016-08-01 71.861101986428100
2016-09-01 72.331253848323400
2016-10-01 72.852712209346410
2016-11-01 73.131129461690900
2016-12-01 73.311548625829700
2017-01-01 72.858002154239090
2017-02-01 73.172135155357100
2017-03-01 73.713980365571400
2017-04-01 73.958252193230200
2017-05-01 74.396553882684100
2017-06-01 74.652337922936410
2017-07-01 74.862310741350000
2017-08-01 75.187239722383410
2017-09-01 75.421315992853300
2017-10-01 75.627421252049200
2017-11-01 75.631014490182100
2017-12-01 76.267263510556400
2018-01-01 76.229519025471790
2018-02-01 76.631036780221590
2018-03-01 76.927832613580400
2018-04-01 76.833570461190000
2018-05-01 76.896304007450000
2018-06-01 77.364445831744900
2018-07-01 77.187910631458310
2018-08-01 77.094252071871100
2018-09-01 77.207897793212000
2018-10-01 77.125521882831700
2018-11-01 77.339665289568090
2018-12-01 77.325061110588590
2019-01-01 77.919852268200200
2019-02-01 78.186932998093600
2019-03-01 78.440208095511600
2019-04-01 78.909153078949000
2019-05-01 78.975142125367600
2019-06-01 79.403642317869800
2019-07-01 79.279493330210800
2019-08-01 79.571459903463700
2019-09-01 79.680837901255290
2019-10-01 79.736800381316500
2019-11-01 79.848555538601200
2019-12-01 79.799335866503200
2020-01-01 80.233278366896580
2020-02-01 80.551818087396710
2020-03-01 80.052763216519000
2020-04-01 65.573628376739790
2020-05-01 69.423317787606200
2020-06-01 73.142347973123500
2020-07-01 75.032332171395410
2020-08-01 75.319519281815000
2020-09-01 75.862686149421400
2020-10-01 76.585153697831100
2020-11-01 76.889268608538800
2020-12-01 77.701103295268600
2021-01-01 77.984310095606800
2021-02-01 77.990856738221210
2021-03-01 78.449441505279300
2021-04-01 78.254647051407000
2021-05-01 78.237886726629300
2021-06-01 78.399997566293500
2021-07-01 79.184642989590300
2021-08-01 79.089249647312400
2021-09-01 78.761463040248600
2021-10-01 79.818295724035900
2021-11-01 80.408132601277590
2021-12-01 80.852512044065290
2022-01-01 79.674452372139090
2022-02-01 80.053657557200300
2022-03-01 79.624421906858300
2022-04-01 81.509064136262510
2022-05-01 81.346881397883510
2022-06-01 81.318261200393410
2022-07-01 81.945505074930900
2022-08-01 82.279524262508900
2022-09-01 82.188372932219800
2022-10-01 81.666385066591300
2022-11-01 81.541020375985910
2022-12-01 81.382999444837210
2023-01-01 81.789626942439800
2023-02-01 82.113742232568900
2023-03-01 82.196537970789100
2023-04-01 82.349884265318300
2023-05-01 82.752016699160990
2023-06-01 83.110241410407500
2023-07-01 83.319953906595590
2023-08-01 83.399521704278500
2023-09-01 83.212386142901900
2023-10-01 83.328000167056500
2023-11-01 83.281128709105800
2023-12-01 83.405078875686500
2024-01-01 83.566511163064790
2024-02-01 84.271775356294100
2024-03-01 84.366555041511200
2024-04-01 84.489123295912000
2024-05-01 84.391500483340990
2024-06-01 84.769932292171290
2024-07-01 83.421430019346700
2024-08-01 83.827339661092710
2024-09-01 84.651381453484090
2024-10-01 85.269404232316900
2024-11-01 86.007069299236000
2024-12-01 86.617874047357400

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