Title: All Employees: Education and Health Services: Offices of Physicians in Chicago-Naperville-Arlington Heights, IL (MD) Series ID: SMU17169746562110001SA 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 2023-01-01 Last Updated: 2023-03-14 3:17 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/SMU17169746562110001). 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 30.120564888908100 1990-02-01 29.002513989140603 1990-03-01 28.882852909883400 1990-04-01 28.668522331194300 1990-05-01 28.661336019330502 1990-06-01 28.745547333151002 1990-07-01 29.107944613839503 1990-08-01 29.390012728857698 1990-09-01 29.528458059686898 1990-10-01 30.374013758685305 1990-11-01 30.259968384567800 1990-12-01 30.154753140265500 1991-01-01 30.415894234293198 1991-02-01 30.508271124340300 1991-03-01 30.494966423335400 1991-04-01 30.559821082511203 1991-05-01 30.557004812188502 1991-06-01 30.444216060319700 1991-07-01 29.915683195590600 1991-08-01 30.792858161725196 1991-09-01 30.034447892121502 1991-10-01 29.474429028554397 1991-11-01 29.360308045375700 1991-12-01 29.441104303510603 1992-01-01 31.195738283088000 1992-02-01 31.115445254541200 1992-03-01 31.209986812777900 1992-04-01 31.152528962143100 1992-05-01 31.151328256606700 1992-06-01 31.043988070692603 1992-07-01 31.642178560805000 1992-08-01 31.687699446203798 1992-09-01 31.833959004578700 1992-10-01 31.886163117686700 1992-11-01 31.774595346883398 1992-12-01 31.808776266720198 1993-01-01 31.768965257011104 1993-02-01 31.921563540661502 1993-03-01 32.030632694922800 1993-04-01 32.129776954170104 1993-05-01 32.243359091726600 1993-06-01 32.354885955665700 1993-07-01 32.371618351274600 1993-08-01 32.378026109616700 1993-09-01 32.446519753411500 1993-10-01 32.996920435257500 1993-11-01 32.895090863917304 1993-12-01 32.981464900641100 1994-01-01 32.346843255455200 1994-02-01 32.415620638726004 1994-03-01 32.334710185177900 1994-04-01 32.500935881733106 1994-05-01 32.530270489475200 1994-06-01 32.566910954652600 1994-07-01 32.610849113467104 1994-08-01 32.567889522257500 1994-09-01 32.665616192976100 1994-10-01 32.714032342520900 1994-11-01 32.825026006980300 1994-12-01 32.658492937934000 1995-01-01 33.328803421775106 1995-02-01 33.397256388070300 1995-03-01 33.435280502723600 1995-04-01 33.050184803667804 1995-05-01 33.115006723242395 1995-06-01 33.074631110904400 1995-07-01 33.050340066370204 1995-08-01 33.273868283764600 1995-09-01 33.400519234190305 1995-10-01 33.026145811517900 1995-11-01 33.051533823801400 1995-12-01 33.058548036702106 1996-01-01 33.011167665181000 1996-02-01 33.058955934751500 1996-03-01 33.011405406996800 1996-04-01 33.413796358674800 1996-05-01 33.502758959668000 1996-06-01 33.480499212997195 1996-07-01 32.587262542896400 1996-08-01 32.683823001745400 1996-09-01 32.627828339487900 1996-10-01 34.146132065708800 1996-11-01 34.182789580712900 1996-12-01 34.160968888816110 1997-01-01 33.785520689871696 1997-02-01 34.014489229337600 1997-03-01 34.197676408412600 1997-04-01 34.081440467091800 1997-05-01 34.096350464549000 1997-06-01 34.182555535533200 1997-07-01 34.411934829541800 1997-08-01 34.514453552321200 1997-09-01 34.662737419251200 1997-10-01 34.644901427846500 1997-11-01 34.584956181244900 1997-12-01 34.465390967046800 1998-01-01 35.067831568624000 1998-02-01 35.277649318785210 1998-03-01 35.374079048756500 1998-04-01 35.683104818204704 1998-05-01 35.899759756486300 1998-06-01 35.586042291104200 1998-07-01 35.214980815928100 1998-08-01 35.059832410948600 1998-09-01 35.090523480668395 1998-10-01 35.726921405487396 1998-11-01 35.576494233715100 1998-12-01 34.458741068321900 1999-01-01 34.445739397461900 1999-02-01 34.548857821911300 1999-03-01 34.578551446495396 1999-04-01 34.492292658649800 1999-05-01 34.608837208817100 1999-06-01 34.681375377890200 1999-07-01 35.023503828572700 1999-08-01 35.110852216606304 1999-09-01 35.017786694754100 1999-10-01 34.896302491119800 1999-11-01 34.937901661440500 1999-12-01 35.132704180716600 2000-01-01 35.441392961069496 2000-02-01 35.436653284972800 2000-03-01 35.381725516487705 2000-04-01 35.422805673073704 2000-05-01 35.618868395048600 2000-06-01 35.773683305776900 2000-07-01 35.939817288159900 2000-08-01 36.151516482133700 2000-09-01 36.429910439531400 2000-10-01 36.673460490874604 2000-11-01 36.898812757603395 2000-12-01 36.782429923796800 2001-01-01 36.944494385058300 2001-02-01 37.035789581097000 2001-03-01 37.312322975123200 2001-04-01 37.436585599018000 2001-05-01 37.617361240280104 2001-06-01 37.654537549445400 2001-07-01 37.885909992671710 2001-08-01 37.693310834667390 2001-09-01 37.846658305204800 2001-10-01 38.039428714381790 2001-11-01 38.033585694271500 2001-12-01 38.027171895437604 2002-01-01 38.664331633282400 2002-02-01 38.855677648029800 2002-03-01 39.239191600971900 2002-04-01 38.842416311689796 2002-05-01 39.209068029781896 2002-06-01 39.528220761633800 2002-07-01 39.940413710785705 2002-08-01 40.241641048711100 2002-09-01 40.260407619127996 2002-10-01 40.301583992167295 2002-11-01 40.385492917919600 2002-12-01 40.474600910605500 2003-01-01 40.273479907769800 2003-02-01 40.365872094878300 2003-03-01 40.463194269360400 2003-04-01 40.545829911881300 2003-05-01 40.601026634985300 2003-06-01 40.707144984751800 2003-07-01 40.505649916425300 2003-08-01 40.587856706365900 2003-09-01 40.678336062373600 2003-10-01 40.661656461098600 2003-11-01 40.931776643965400 2003-12-01 41.124998230036000 2004-01-01 41.081540970530000 2004-02-01 41.166601357123900 2004-03-01 41.170676006884800 2004-04-01 41.465568047917790 2004-05-01 41.699956544356700 2004-06-01 41.799224980860710 2004-07-01 41.363312845594100 2004-08-01 41.429232555899700 2004-09-01 41.194652392637400 2004-10-01 41.719545338415706 2004-11-01 41.793832781491496 2004-12-01 41.676236319860394 2005-01-01 41.872085688031600 2005-02-01 41.851922835009496 2005-03-01 41.873083225407500 2005-04-01 42.205278885647004 2005-05-01 42.304499739106700 2005-06-01 42.517904122382205 2005-07-01 42.615421603811896 2005-08-01 42.753676138141200 2005-09-01 42.908459423427200 2005-10-01 43.066092796745394 2005-11-01 43.151860407754200 2005-12-01 43.234357699546700 2006-01-01 43.453797989483700 2006-02-01 43.644164232497000 2006-03-01 43.872281783126300 2006-04-01 43.857161967463700 2006-05-01 44.118784412499100 2006-06-01 44.253990360656790 2006-07-01 44.552699349174300 2006-08-01 44.568214591134390 2006-09-01 44.711517042792700 2006-10-01 44.704269835884700 2006-11-01 44.816100629716900 2006-12-01 44.999656036581705 2007-01-01 45.027265740259000 2007-02-01 45.141636026322100 2007-03-01 45.277458411598300 2007-04-01 45.015903997638290 2007-05-01 44.939574874979705 2007-06-01 45.007172846491790 2007-07-01 44.968703221583300 2007-08-01 44.955769867205895 2007-09-01 45.009494073864296 2007-10-01 45.151796912217996 2007-11-01 45.082097545822000 2007-12-01 45.168261834652206 2008-01-01 45.106392601876706 2008-02-01 45.255834990742400 2008-03-01 45.292310050560104 2008-04-01 45.356893519765390 2008-05-01 45.458365265058600 2008-06-01 45.457958641799900 2008-07-01 45.378198089135700 2008-08-01 45.532580820611400 2008-09-01 45.298490226778604 2008-10-01 45.408722955033400 2008-11-01 45.653024044303706 2008-12-01 45.552165935207100 2009-01-01 45.493098941576700 2009-02-01 45.481102036285000 2009-03-01 45.623550691327495 2009-04-01 45.665629000378000 2009-05-01 45.863454192456000 2009-06-01 46.009173049662900 2009-07-01 46.166998960269100 2009-08-01 46.397529728600000 2009-09-01 46.796144329849795 2009-10-01 47.086719544645796 2009-11-01 47.235430707213400 2009-12-01 47.262145353883800 2010-01-01 47.482302862190600 2010-02-01 47.502063619813300 2010-03-01 47.539199559490800 2010-04-01 47.557146668570205 2010-05-01 47.764205185295204 2010-06-01 47.946922594116000 2010-07-01 48.046748253585800 2010-08-01 48.074539408440710 2010-09-01 48.091511876241505 2010-10-01 48.284157240257500 2010-11-01 48.630366966919496 2010-12-01 48.503250379544500 2011-01-01 48.574133788891295 2011-02-01 48.505987020272400 2011-03-01 48.728020673063895 2011-04-01 48.840430388947000 2011-05-01 48.861428333608400 2011-06-01 48.764994678319900 2011-07-01 48.814826002174500 2011-08-01 48.959074371520000 2011-09-01 49.014762751942210 2011-10-01 49.008400750213100 2011-11-01 48.929804675405400 2011-12-01 48.952552316246600 2012-01-01 48.876328503544290 2012-02-01 48.889836481876706 2012-03-01 48.893187520907100 2012-04-01 49.308095367354000 2012-05-01 49.350736694603400 2012-06-01 49.354169211490095 2012-07-01 49.708424860486900 2012-08-01 49.677757709654600 2012-09-01 49.648562221338395 2012-10-01 49.633932059712490 2012-11-01 49.625341838066700 2012-12-01 49.699252259128400 2013-01-01 51.281732911575496 2013-02-01 51.371015730836106 2013-03-01 51.361845099440600 2013-04-01 51.057859713002300 2013-05-01 51.121660946608600 2013-06-01 51.225542085223800 2013-07-01 51.316714097486106 2013-08-01 51.414153900632600 2013-09-01 51.611476946390700 2013-10-01 51.555860099417710 2013-11-01 51.610445830055290 2013-12-01 51.547697252761600 2014-01-01 51.975568488831300 2014-02-01 52.047169422957204 2014-03-01 52.130172889298500 2014-04-01 51.817334906385796 2014-05-01 51.580027299356200 2014-06-01 51.786835227443400 2014-07-01 51.745514634754100 2014-08-01 51.883227034628000 2014-09-01 51.460936158658290 2014-10-01 51.361164626451995 2014-11-01 51.585537829461900 2014-12-01 51.892992482411200 2015-01-01 51.351986783764890 2015-02-01 51.418990554401105 2015-03-01 51.419560641241500 2015-04-01 51.695453530424900 2015-05-01 51.649644183025890 2015-06-01 51.762544595054600 2015-07-01 51.457547645402300 2015-08-01 51.646223461759900 2015-09-01 51.913876018162405 2015-10-01 52.047348459826495 2015-11-01 52.146766940626000 2015-12-01 52.228431247573205 2016-01-01 51.718702043183100 2016-02-01 51.994303514167996 2016-03-01 52.139241987239800 2016-04-01 52.382781098862710 2016-05-01 52.533661724341400 2016-06-01 52.469296982546100 2016-07-01 52.359594839958106 2016-08-01 52.398691089945900 2016-09-01 52.337181502644995 2016-10-01 52.523550777151605 2016-11-01 52.204608422220600 2016-12-01 52.544068164577700 2017-01-01 52.979660760910300 2017-02-01 53.058511527151600 2017-03-01 53.283435011354200 2017-04-01 53.296291429134904 2017-05-01 53.438775958319596 2017-06-01 53.419493795926000 2017-07-01 53.344256225286706 2017-08-01 53.316332298141006 2017-09-01 53.448916524945900 2017-10-01 53.387505107751800 2017-11-01 53.372330378662795 2017-12-01 53.341734292927400 2018-01-01 53.337001847651610 2018-02-01 53.421867796913396 2018-03-01 53.213495491817596 2018-04-01 53.032520014147900 2018-05-01 52.968750357025606 2018-06-01 53.089091075705600 2018-07-01 53.229706853275500 2018-08-01 53.110475984579296 2018-09-01 53.155276551307900 2018-10-01 53.158073513871790 2018-11-01 53.144860497467604 2018-12-01 53.026817219865210 2019-01-01 52.997938889875200 2019-02-01 52.872976300248700 2019-03-01 53.013874034304400 2019-04-01 53.476493975476400 2019-05-01 53.527780920687400 2019-06-01 53.566052866337500 2019-07-01 53.714381340936605 2019-08-01 53.688536245707290 2019-09-01 53.682168895922200 2019-10-01 53.538082140418304 2019-11-01 53.715306915173800 2019-12-01 53.686937549235000 2020-01-01 54.174700016105400 2020-02-01 54.149327104896706 2020-03-01 53.894151085047000 2020-04-01 49.590672261046100 2020-05-01 49.984124355828290 2020-06-01 51.124422912189800 2020-07-01 51.513241110250600 2020-08-01 52.073920168572800 2020-09-01 52.620637419111100 2020-10-01 53.039822489844205 2020-11-01 53.083606861495504 2020-12-01 53.545261783791600 2021-01-01 53.560550232163900 2021-02-01 53.624640905544100 2021-03-01 54.163654967209000 2021-04-01 53.897399146759604 2021-05-01 54.024213329741900 2021-06-01 54.163224747585495 2021-07-01 54.224575850011604 2021-08-01 54.370131951765790 2021-09-01 54.159868753750494 2021-10-01 54.441391268218005 2021-11-01 54.567873600733390 2021-12-01 54.602285717274796 2022-01-01 55.052642872465000 2022-02-01 55.321683068356200 2022-03-01 55.627610770801200 2022-04-01 55.794711234902490 2022-05-01 55.744235136855900 2022-06-01 55.976827113180505 2022-07-01 56.238448994860790 2022-08-01 56.272578657288896 2022-09-01 56.394142854849300 2022-10-01 56.650555853684900 2022-11-01 57.454944639907104 2022-12-01 57.382553640630000 2023-01-01 57.146197275074904