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 2024-03-01 Last Updated: 2024-04-20 5:33 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU24125806562100001). 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 32.797733130165604 1990-02-01 32.731101113597695 1990-03-01 32.936610274775000 1990-04-01 32.718114209926000 1990-05-01 33.011474929341400 1990-06-01 33.271100047179395 1990-07-01 33.606249877315400 1990-08-01 33.853453681062796 1990-09-01 34.407229700737600 1990-10-01 34.305237753271200 1990-11-01 34.529846800468700 1990-12-01 34.583523134044900 1991-01-01 33.303036173537000 1991-02-01 33.641208254506700 1991-03-01 33.645619182314000 1991-04-01 33.708837450362395 1991-05-01 33.908566776031400 1991-06-01 34.174376113723600 1991-07-01 34.413496467382300 1991-08-01 34.646971159073500 1991-09-01 34.805868655416600 1991-10-01 34.712122237123900 1991-11-01 35.029200021674300 1991-12-01 35.072569925627700 1992-01-01 35.431930180396600 1992-02-01 35.551440183919894 1992-03-01 35.462688676284400 1992-04-01 36.099900830263200 1992-05-01 36.402330517657300 1992-06-01 36.464662623141300 1992-07-01 36.533813555344500 1992-08-01 36.545060994737700 1992-09-01 36.709298256120100 1992-10-01 37.109490374590100 1992-11-01 37.122745633485800 1992-12-01 37.435742449098200 1993-01-01 37.444684618363105 1993-02-01 37.560255883379604 1993-03-01 37.273932091702500 1993-04-01 37.887511435158800 1993-05-01 37.892430034097096 1993-06-01 38.052764228874600 1993-07-01 38.661087310024800 1993-08-01 38.659476312323400 1993-09-01 38.818476210771100 1993-10-01 39.213056250950400 1993-11-01 39.323011444480100 1993-12-01 39.696073988874296 1994-01-01 38.340955830330800 1994-02-01 38.230670905644800 1994-03-01 38.372030518818500 1994-04-01 39.272205998365600 1994-05-01 39.380276978591300 1994-06-01 39.528468531189300 1994-07-01 39.800971757317210 1994-08-01 40.102691184137100 1994-09-01 40.237900754588000 1994-10-01 40.032034977097396 1994-11-01 40.334210634982206 1994-12-01 40.371598807414600 1995-01-01 40.539962564610000 1995-02-01 40.718671811231395 1995-03-01 40.857300635715500 1995-04-01 40.855983639437300 1995-05-01 40.967575942312900 1995-06-01 41.195577533898500 1995-07-01 41.039535785743700 1995-08-01 41.175112391177400 1995-09-01 41.261936834208704 1995-10-01 41.553730693307000 1995-11-01 41.636867969991000 1995-12-01 41.546346838426000 1996-01-01 40.817322892990300 1996-02-01 41.468672522557100 1996-03-01 41.432812396040100 1996-04-01 41.346353366583706 1996-05-01 41.344113081123500 1996-06-01 41.450866715423900 1996-07-01 41.892211958527300 1996-08-01 42.070281790524700 1996-09-01 42.200489867033700 1996-10-01 42.162347073306400 1996-11-01 42.229006427568800 1996-12-01 42.018884188706004 1997-01-01 42.510043420261600 1997-02-01 42.737906577690000 1997-03-01 42.703995850508500 1997-04-01 42.848029095101600 1997-05-01 43.024087252211710 1997-06-01 42.923527143133796 1997-07-01 42.425562720318496 1997-08-01 42.657469870040500 1997-09-01 42.849657614484400 1997-10-01 42.458609392916600 1997-11-01 42.408806161488600 1997-12-01 42.669499106896296 1998-01-01 42.906872447270500 1998-02-01 42.901892882046205 1998-03-01 43.088751956499100 1998-04-01 43.164302167703106 1998-05-01 42.999543079822395 1998-06-01 43.207903033373604 1998-07-01 43.063378800117796 1998-08-01 43.021358457264400 1998-09-01 42.809293840746200 1998-10-01 43.532895903883100 1998-11-01 43.665976248512900 1998-12-01 43.804634914309304 1999-01-01 42.801378590248400 1999-02-01 42.880922220442500 1999-03-01 42.876741279155794 1999-04-01 43.493105376110290 1999-05-01 43.399590355618000 1999-06-01 43.321734545497290 1999-07-01 43.175832649279390 1999-08-01 43.235846990405900 1999-09-01 43.365545101766300 1999-10-01 43.522131235205900 1999-11-01 43.317085898697000 1999-12-01 43.277848037523500 2000-01-01 42.993269662156200 2000-02-01 42.858195533255895 2000-03-01 42.889862563856700 2000-04-01 42.530806973476500 2000-05-01 42.403350210014200 2000-06-01 42.434594328164800 2000-07-01 42.788328798897700 2000-08-01 42.717347079895895 2000-09-01 42.608126792760900 2000-10-01 42.220001702746900 2000-11-01 42.481310747983800 2000-12-01 42.477419992594704 2001-01-01 42.256855451104800 2001-02-01 42.440248654840296 2001-03-01 42.505494139649600 2001-04-01 42.559282570063400 2001-05-01 42.830785220386000 2001-06-01 42.863286892983900 2001-07-01 42.559019837281700 2001-08-01 42.669945485626300 2001-09-01 42.737490374123100 2001-10-01 43.032977077523896 2001-11-01 43.064601402934600 2001-12-01 43.680553145443700 2002-01-01 42.923967836910400 2002-02-01 43.019838954861605 2002-03-01 43.037201758682606 2002-04-01 42.967089515362500 2002-05-01 42.933777070056000 2002-06-01 42.881975349562104 2002-07-01 43.135064450641096 2002-08-01 43.235930421481200 2002-09-01 43.151762524648300 2002-10-01 42.859147144510295 2002-11-01 43.388174282604700 2002-12-01 43.528077074045400 2003-01-01 43.771952797799610 2003-02-01 43.701912228898600 2003-03-01 43.651335667830000 2003-04-01 43.644699278796500 2003-05-01 43.639702767207496 2003-06-01 43.798762787554700 2003-07-01 43.709242227839100 2003-08-01 43.823436010534900 2003-09-01 43.859574489455600 2003-10-01 43.777835928981105 2003-11-01 43.934020102399394 2003-12-01 43.973811889822400 2004-01-01 44.010173939688300 2004-02-01 43.986127237900400 2004-03-01 43.954939804197000 2004-04-01 44.206454526499000 2004-05-01 44.222622892976595 2004-06-01 44.412885432452896 2004-07-01 44.609576141394210 2004-08-01 44.840248778625710 2004-09-01 44.652931450454500 2004-10-01 44.787916634915504 2004-11-01 44.786696200506400 2004-12-01 44.800717494028994 2005-01-01 44.963262991549996 2005-02-01 45.182355791239790 2005-03-01 45.337002352032500 2005-04-01 45.563765159606400 2005-05-01 45.815790732908496 2005-06-01 45.731073723822696 2005-07-01 46.113021884371605 2005-08-01 46.171880430463700 2005-09-01 46.559346930915100 2005-10-01 46.385025157700100 2005-11-01 46.521448330771800 2005-12-01 46.804219953525106 2006-01-01 47.130597005953000 2006-02-01 47.285025324385900 2006-03-01 47.415225701284400 2006-04-01 47.130019611468300 2006-05-01 47.506786344636794 2006-06-01 47.641067225979995 2006-07-01 47.532376447962896 2006-08-01 47.710255594363900 2006-09-01 47.969392983532295 2006-10-01 48.177998395471110 2006-11-01 48.242193393039800 2006-12-01 48.501073659217400 2007-01-01 48.184136663118800 2007-02-01 48.284323304732700 2007-03-01 48.492033917483900 2007-04-01 48.607659597407100 2007-05-01 48.817134623090400 2007-06-01 48.843900486930600 2007-07-01 49.154708700636995 2007-08-01 49.335958730887604 2007-09-01 49.594737344786610 2007-10-01 49.571445377087000 2007-11-01 49.644519014685900 2007-12-01 49.798148036134500 2008-01-01 49.838929845890895 2008-02-01 50.085705083820600 2008-03-01 50.284870762016105 2008-04-01 50.401171539853790 2008-05-01 50.435945077631000 2008-06-01 50.545205782834800 2008-07-01 50.563561956960400 2008-08-01 50.638028005764895 2008-09-01 50.702702685670990 2008-10-01 51.285040091707200 2008-11-01 51.441291785370900 2008-12-01 51.493774973809200 2009-01-01 52.202576334424100 2009-02-01 52.288189929034004 2009-03-01 52.489582986218700 2009-04-01 52.804417069606295 2009-05-01 52.955646002710400 2009-06-01 53.336036978441110 2009-07-01 53.560553342649000 2009-08-01 53.832259963363704 2009-09-01 54.026971908445500 2009-10-01 54.286539293986905 2009-11-01 54.528866671281300 2009-12-01 54.779208300851710 2010-01-01 54.991700734706896 2010-02-01 54.388698416792500 2010-03-01 55.305550610920896 2010-04-01 55.121678439398000 2010-05-01 55.271954794009800 2010-06-01 55.435258294378800 2010-07-01 55.540233729092600 2010-08-01 55.703918562213104 2010-09-01 55.713824357260800 2010-10-01 55.797353564016200 2010-11-01 55.923832651090900 2010-12-01 55.681504011553294 2011-01-01 56.103381473829700 2011-02-01 56.500601502364700 2011-03-01 56.520621227164300 2011-04-01 56.748025263767790 2011-05-01 56.986783773493100 2011-06-01 57.231686360314800 2011-07-01 57.627867306554300 2011-08-01 57.871217224899100 2011-09-01 58.190233538743290 2011-10-01 58.285478655003500 2011-11-01 58.597173213401000 2011-12-01 58.857635416274995 2012-01-01 59.849620906257200 2012-02-01 59.819791200973300 2012-03-01 60.251162025797605 2012-04-01 60.485407498487795 2012-05-01 60.804909258655390 2012-06-01 61.353100728000705 2012-07-01 60.708270363117900 2012-08-01 60.930044515006706 2012-09-01 61.146710073785100 2012-10-01 61.559338306394500 2012-11-01 61.451022514996100 2012-12-01 62.139479248654496 2013-01-01 61.996359473470400 2013-02-01 62.444658508581500 2013-03-01 62.685460243365405 2013-04-01 62.818774098585390 2013-05-01 63.024332555640500 2013-06-01 63.386635712885100 2013-07-01 63.601495599581604 2013-08-01 63.902201870098400 2013-09-01 64.114109471043700 2013-10-01 64.098908034739890 2013-11-01 64.281568496020400 2013-12-01 64.431610698400900 2014-01-01 64.334910539944000 2014-02-01 64.473445114595300 2014-03-01 64.726786642317300 2014-04-01 65.052022472556000 2014-05-01 65.250620504543190 2014-06-01 65.623502541032400 2014-07-01 65.801707830745600 2014-08-01 66.073384839126500 2014-09-01 66.277325779960210 2014-10-01 66.438235974723400 2014-11-01 66.716551119022400 2014-12-01 66.927397727107000 2015-01-01 67.365294725665000 2015-02-01 67.708743567730400 2015-03-01 67.763123469892390 2015-04-01 68.175464155239000 2015-05-01 68.576332019912300 2015-06-01 68.744048829257710 2015-07-01 69.411019935188700 2015-08-01 69.561708546379700 2015-09-01 69.651316449548100 2015-10-01 69.979650646449500 2015-11-01 70.256449907111200 2015-12-01 70.348600987418400 2016-01-01 70.678472162350900 2016-02-01 70.817666053762000 2016-03-01 70.892634501600800 2016-04-01 71.080781042805000 2016-05-01 71.194104865430900 2016-06-01 70.552667606346400 2016-07-01 71.825697380528200 2016-08-01 71.857778548048800 2016-09-01 72.326939752689200 2016-10-01 72.848745484168920 2016-11-01 73.127271327885910 2016-12-01 73.308333917208200 2017-01-01 72.857288558705400 2017-02-01 73.194495090699300 2017-03-01 73.717443075568100 2017-04-01 73.960962075963700 2017-05-01 74.398459235368010 2017-06-01 74.653565283717200 2017-07-01 74.852951027079500 2017-08-01 75.178132249781200 2017-09-01 75.413109710314500 2017-10-01 75.621275856836920 2017-11-01 75.625607659806500 2017-12-01 76.264095948670300 2018-01-01 76.228012154374410 2018-02-01 76.672424422288800 2018-03-01 76.933529141277590 2018-04-01 76.838054547739500 2018-05-01 76.901619879358500 2018-06-01 77.370906959007900 2018-07-01 77.153228140422600 2018-08-01 77.083489572726790 2018-09-01 77.193702718372790 2018-10-01 77.117491531090410 2018-11-01 77.335388512662900 2018-12-01 77.326444331970210 2019-01-01 77.917184182539800 2019-02-01 78.249628528290000 2019-03-01 78.451842956151710 2019-04-01 78.918617586797000 2019-05-01 78.983184022442600 2019-06-01 79.411166140208590 2019-07-01 79.210476885134000 2019-08-01 79.550649579532200 2019-09-01 79.655164467326800 2019-10-01 79.725940769408210 2019-11-01 79.850592743762290 2019-12-01 79.815909269247800 2020-01-01 80.243006722984900 2020-02-01 80.632717304837700 2020-03-01 80.079980220956400 2020-04-01 65.590089312460490 2020-05-01 69.430098422294800 2020-06-01 73.138473108372300 2020-07-01 74.925885889363800 2020-08-01 75.276257925673700 2020-09-01 75.815711806545800 2020-10-01 76.570711271140200 2020-11-01 76.905806039109100 2020-12-01 77.745920924624500 2021-01-01 78.015717083365000 2021-02-01 78.117907888493100 2021-03-01 78.487733324586200 2021-04-01 78.285570521899910 2021-05-01 78.253726936157500 2021-06-01 78.364658339999300 2021-07-01 79.018664848057800 2021-08-01 78.971546269885210 2021-09-01 78.684909059547590 2021-10-01 79.790711575256990 2021-11-01 80.453422108457000 2021-12-01 80.953833413263300 2022-01-01 79.752483199650000 2022-02-01 80.236448153747090 2022-03-01 79.675614234182200 2022-04-01 81.568349105466800 2022-05-01 81.372683280459500 2022-06-01 81.258741988334500 2022-07-01 81.698985068557590 2022-08-01 82.065372514824200 2022-09-01 82.066181704207900 2022-10-01 81.620028743959300 2022-11-01 81.611176402535000 2022-12-01 81.549058856747300 2023-01-01 81.918946250899000 2023-02-01 82.362680632820000 2023-03-01 82.256912870848710 2023-04-01 82.440698876041300 2023-05-01 82.795106970323800 2023-06-01 83.029845425042410 2023-07-01 83.006693164162500 2023-08-01 83.082535346917910 2023-09-01 83.050873232600300 2023-10-01 83.256940877780510 2023-11-01 83.367226731647210 2023-12-01 83.633378980825200 2024-01-01 83.747782397975410 2024-02-01 84.565693359379710 2024-03-01 85.240426321471300