NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Scientific Research and Development Services in Maryland Series ID: SMU24000006054170001SA 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 2024-04-01 Last Updated: 2024-05-18 5:08 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/SMU24000006054170001). 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 19.002726462315300 1990-02-01 19.140445959993800 1990-03-01 19.211643534483300 1990-04-01 18.997111014090000 1990-05-01 19.020288411947398 1990-06-01 19.140988976774100 1990-07-01 19.285924636603700 1990-08-01 19.288341238974603 1990-09-01 19.120061290054398 1990-10-01 19.228779308904397 1990-11-01 19.135932412025400 1990-12-01 19.232070339018897 1991-01-01 19.505398912704198 1991-02-01 19.536873884731800 1991-03-01 19.514027631696397 1991-04-01 19.494446488768002 1991-05-01 19.405087642812802 1991-06-01 19.330631153589500 1991-07-01 19.496154492230502 1991-08-01 19.495760447536000 1991-09-01 19.607916927048000 1991-10-01 19.549191577892300 1991-11-01 19.657003738663600 1991-12-01 19.637029374976198 1992-01-01 19.595879471211198 1992-02-01 19.324584348023500 1992-03-01 19.221236278180100 1992-04-01 19.873798713086700 1992-05-01 19.777906624909600 1992-06-01 19.922959522121800 1992-07-01 19.915967387045400 1992-08-01 20.011605986117200 1992-09-01 19.990170254301500 1992-10-01 20.283325703997200 1992-11-01 20.384125454371000 1992-12-01 20.442636583361700 1993-01-01 20.081516958698000 1993-02-01 20.005776925222600 1993-03-01 20.019292410612800 1993-04-01 20.151592990145700 1993-05-01 20.257478201319200 1993-06-01 20.212186318173500 1993-07-01 20.031376233251102 1993-08-01 20.220755197017397 1993-09-01 20.377533321161500 1993-10-01 20.328187738845397 1993-11-01 20.319832477956700 1993-12-01 20.460967709804898 1994-01-01 20.459155956114603 1994-02-01 20.576024152783300 1994-03-01 20.602112944941500 1994-04-01 20.528620834648798 1994-05-01 20.648627055468700 1994-06-01 20.706260070691200 1994-07-01 20.642683586921898 1994-08-01 20.624332764094600 1994-09-01 20.662606939698300 1994-10-01 20.579415721089102 1994-11-01 20.662704855939300 1994-12-01 20.588347225239602 1995-01-01 21.325555777231802 1995-02-01 21.243139727079900 1995-03-01 21.267833767837104 1995-04-01 21.415973628489898 1995-05-01 21.357695552358500 1995-06-01 21.202667305431603 1995-07-01 21.239358330561600 1995-08-01 21.214426793384103 1995-09-01 21.268566970994197 1995-10-01 21.427094379817800 1995-11-01 21.304865004239602 1995-12-01 21.327935041798100 1996-01-01 20.773088572019898 1996-02-01 20.907948519221602 1996-03-01 20.826870252471302 1996-04-01 20.800679369073700 1996-05-01 20.782395529743400 1996-06-01 20.810415939547300 1996-07-01 20.932224927378400 1996-08-01 21.110443447671800 1996-09-01 21.092609785231700 1996-10-01 20.944666718169000 1996-11-01 21.027058546695400 1996-12-01 21.068898360799800 1997-01-01 21.115886315037500 1997-02-01 21.289500222195900 1997-03-01 21.395937378342800 1997-04-01 21.285861817258898 1997-05-01 21.310106327637600 1997-06-01 21.516332146818105 1997-07-01 21.532215627898000 1997-08-01 21.601491550258004 1997-09-01 21.636062339139198 1997-10-01 21.533216218711800 1997-11-01 21.627404651569400 1997-12-01 21.695106758141304 1998-01-01 21.884253445890998 1998-02-01 21.877798089867802 1998-03-01 21.975815912642798 1998-04-01 22.179977902139600 1998-05-01 22.340356675756897 1998-06-01 22.316384953405500 1998-07-01 22.439276670488200 1998-08-01 22.494179569208400 1998-09-01 22.467112814028200 1998-10-01 22.496057008225100 1998-11-01 22.621377379293200 1998-12-01 22.706759971802500 1999-01-01 22.871617733218798 1999-02-01 23.086571228951996 1999-03-01 22.972281910663400 1999-04-01 22.481371586071898 1999-05-01 22.566348291917600 1999-06-01 22.619652255215897 1999-07-01 22.641973918713497 1999-08-01 22.572087169998998 1999-09-01 22.684662443049300 1999-10-01 23.053109574517602 1999-11-01 23.010326937220697 1999-12-01 23.000973580629395 2000-01-01 23.287555310967900 2000-02-01 23.399438053054300 2000-03-01 23.583323337331098 2000-04-01 23.793016342174898 2000-05-01 23.896174406774800 2000-06-01 24.219015268103000 2000-07-01 23.843218410662104 2000-08-01 23.847146910710800 2000-09-01 24.074769741003000 2000-10-01 24.407984542711898 2000-11-01 24.697485532228200 2000-12-01 24.688674175499200 2001-01-01 24.615390365767700 2001-02-01 24.918243241075000 2001-03-01 25.014544068946300 2001-04-01 25.198664145546400 2001-05-01 25.419405934025600 2001-06-01 25.629095540232896 2001-07-01 25.840271482626400 2001-08-01 26.010350951946396 2001-09-01 26.254487823451800 2001-10-01 26.279240451184300 2001-11-01 26.385317978820700 2001-12-01 26.571587294819103 2002-01-01 26.752548062396198 2002-02-01 26.724931798940602 2002-03-01 27.046309898125200 2002-04-01 27.007973492260900 2002-05-01 26.936436093570700 2002-06-01 27.138002202293400 2002-07-01 27.332333709188500 2002-08-01 27.385796775833303 2002-09-01 27.317903576073498 2002-10-01 27.378127592245000 2002-11-01 27.379678084860000 2002-12-01 27.370842130148002 2003-01-01 27.367582749186300 2003-02-01 27.226202053229400 2003-03-01 27.276334530395104 2003-04-01 27.901488829415900 2003-05-01 28.437409478792600 2003-06-01 28.651645811126600 2003-07-01 28.715803126660600 2003-08-01 29.075221668930700 2003-09-01 29.395121043886500 2003-10-01 29.395841714799200 2003-11-01 29.578472230075697 2003-12-01 29.784792151704500 2004-01-01 29.767386316393104 2004-02-01 29.916000108341500 2004-03-01 29.800464032108497 2004-04-01 29.994052156384697 2004-05-01 29.923561834731200 2004-06-01 29.848910166905604 2004-07-01 29.998453138069898 2004-08-01 30.086786163338800 2004-09-01 30.078955929984000 2004-10-01 30.320892632868900 2004-11-01 30.382350189756200 2004-12-01 30.512528827639700 2005-01-01 30.650749995110804 2005-02-01 30.705571386068602 2005-03-01 30.829792580402103 2005-04-01 30.776768947289200 2005-05-01 30.804937864694600 2005-06-01 30.738663020433002 2005-07-01 30.872771306994400 2005-08-01 30.801319126687698 2005-09-01 31.081213138629497 2005-10-01 31.138666239162700 2005-11-01 31.281665453622400 2005-12-01 31.234034892397400 2006-01-01 31.345698422142895 2006-02-01 31.504941859425898 2006-03-01 31.654068156541100 2006-04-01 31.278359190741895 2006-05-01 31.191946581863700 2006-06-01 31.118898441895500 2006-07-01 30.934800033267300 2006-08-01 30.708864959122400 2006-09-01 30.772897066379600 2006-10-01 30.550469524071000 2006-11-01 30.477676644964400 2006-12-01 30.156573033249998 2007-01-01 30.547526703038898 2007-02-01 30.621618745204000 2007-03-01 30.683479182144698 2007-04-01 30.788350446876397 2007-05-01 30.888503542389397 2007-06-01 30.895403612179898 2007-07-01 30.886273821145398 2007-08-01 30.903180660738100 2007-09-01 30.867961231409800 2007-10-01 30.943576707540604 2007-11-01 30.970314847509698 2007-12-01 31.065228572280300 2008-01-01 31.271342072107803 2008-02-01 31.247409711850700 2008-03-01 31.314456685729500 2008-04-01 31.509913641561898 2008-05-01 31.589031830370196 2008-06-01 31.766597889237400 2008-07-01 31.847117774990000 2008-08-01 31.894089723136800 2008-09-01 31.957766928773303 2008-10-01 32.026585371546900 2008-11-01 32.162662719256500 2008-12-01 32.165713636436100 2009-01-01 31.991692203974104 2009-02-01 31.973754065359500 2009-03-01 31.945787614440302 2009-04-01 31.722195631143602 2009-05-01 31.695915976006997 2009-06-01 31.752833266011802 2009-07-01 31.915031356411400 2009-08-01 31.893917573882700 2009-09-01 31.852321806058804 2009-10-01 31.709326911126105 2009-11-01 31.653536307378698 2009-12-01 31.549540437623600 2010-01-01 30.712044676339303 2010-02-01 30.588077291279397 2010-03-01 30.750592512679600 2010-04-01 31.140245338334500 2010-05-01 31.009820181668700 2010-06-01 30.951215793091396 2010-07-01 30.997894686973800 2010-08-01 31.206594822518703 2010-09-01 30.941941234031898 2010-10-01 31.197150729909200 2010-11-01 31.148595477476100 2010-12-01 31.237490239019102 2011-01-01 31.113815072615300 2011-02-01 31.291762239663100 2011-03-01 31.351576230363500 2011-04-01 31.548675211957196 2011-05-01 31.817823589064197 2011-06-01 31.751329368498897 2011-07-01 31.693818759651500 2011-08-01 31.718711156935200 2011-09-01 31.832723431181897 2011-10-01 31.899751273990700 2011-11-01 31.957137799604700 2011-12-01 31.928421017310900 2012-01-01 32.004883667205500 2012-02-01 31.884836052366300 2012-03-01 31.945890748313303 2012-04-01 31.862182114039395 2012-05-01 31.728901706867800 2012-06-01 31.642584720034698 2012-07-01 31.694344779720100 2012-08-01 31.509390922735800 2012-09-01 31.524001525840998 2012-10-01 31.311619322732700 2012-11-01 31.273932932816300 2012-12-01 31.238705768266300 2013-01-01 31.083721551733700 2013-02-01 31.085479253127400 2013-03-01 31.046412166584602 2013-04-01 30.772602321393600 2013-05-01 30.737795578767400 2013-06-01 30.737241886468603 2013-07-01 30.778315922428200 2013-08-01 30.873953029273700 2013-09-01 30.810868934433397 2013-10-01 31.444581613664997 2013-11-01 31.691034403540698 2013-12-01 31.764710214622300 2014-01-01 31.761433096628103 2014-02-01 31.884958340295100 2014-03-01 31.932918158376600 2014-04-01 32.203527765466300 2014-05-01 32.257203796792695 2014-06-01 32.230085265247695 2014-07-01 31.956864329027000 2014-08-01 32.123210822030500 2014-09-01 32.095791236622500 2014-10-01 32.070898081311000 2014-11-01 32.105549451028000 2014-12-01 32.194337683259896 2015-01-01 32.448282561228800 2015-02-01 32.483843666480600 2015-03-01 32.521652201793500 2015-04-01 32.531654917313300 2015-05-01 32.573685976175500 2015-06-01 32.723413150156800 2015-07-01 32.744681028188800 2015-08-01 32.875495169559700 2015-09-01 32.702895846951200 2015-10-01 32.681309587109200 2015-11-01 32.615142518379900 2015-12-01 32.517472017230100 2016-01-01 32.424514074827300 2016-02-01 32.462587878359300 2016-03-01 32.396788412851200 2016-04-01 32.869673539452400 2016-05-01 32.811925316444200 2016-06-01 32.732222843510996 2016-07-01 32.937544676237900 2016-08-01 32.849208317728700 2016-09-01 32.836079574760200 2016-10-01 32.470952046460200 2016-11-01 32.502708432919995 2016-12-01 32.312289096289700 2017-01-01 32.495621088661000 2017-02-01 32.127384928687000 2017-03-01 32.366286262114500 2017-04-01 32.208079865192000 2017-05-01 32.259731542227996 2017-06-01 32.365820262419400 2017-07-01 32.444905020368600 2017-08-01 32.555570255159300 2017-09-01 32.773373332615700 2017-10-01 32.742895264160296 2017-11-01 32.775124558192700 2017-12-01 32.885175967233900 2018-01-01 32.757049566774604 2018-02-01 32.980391765978105 2018-03-01 33.144385512399500 2018-04-01 33.245216766682300 2018-05-01 33.302502276141100 2018-06-01 33.422998134473900 2018-07-01 33.059452149757200 2018-08-01 33.194463680195400 2018-09-01 33.003562414990200 2018-10-01 33.393286573864800 2018-11-01 33.332185005212494 2018-12-01 33.425978130093100 2019-01-01 33.648946209192900 2019-02-01 33.744728543921400 2019-03-01 33.754737136360600 2019-04-01 33.772219946659100 2019-05-01 33.823309993273100 2019-06-01 34.061762768760900 2019-07-01 34.578144460889604 2019-08-01 34.633184129106600 2019-09-01 34.629836652797610 2019-10-01 34.826206894602800 2019-11-01 35.191804826579400 2019-12-01 35.377052865200000 2020-01-01 35.662386574964100 2020-02-01 35.645874789422400 2020-03-01 35.708578823645100 2020-04-01 35.468976712219400 2020-05-01 35.313387398145600 2020-06-01 35.376281022539600 2020-07-01 35.977055663008706 2020-08-01 36.350248985857604 2020-09-01 36.739896780281500 2020-10-01 36.976512483281105 2020-11-01 37.151540781159795 2020-12-01 37.446245781229500 2021-01-01 38.221167907492600 2021-02-01 38.086251929510400 2021-03-01 38.286631813036706 2021-04-01 38.643278775674000 2021-05-01 38.873669154395400 2021-06-01 38.548658516379900 2021-07-01 38.364940593402790 2021-08-01 38.539997464047700 2021-09-01 38.827207015989400 2021-10-01 38.845281131626800 2021-11-01 38.932749273924100 2021-12-01 39.053551723943400 2022-01-01 38.892097951231500 2022-02-01 38.957656799809000 2022-03-01 38.870683992403100 2022-04-01 38.695489901035600 2022-05-01 38.909663350283500 2022-06-01 38.603659552906606 2022-07-01 39.445817627686200 2022-08-01 39.521824447475710 2022-09-01 39.401404391538000 2022-10-01 39.838589993477200 2022-11-01 39.924984487990606 2022-12-01 40.070290646426200 2023-01-01 40.170738285176505 2023-02-01 40.224681866423104 2023-03-01 40.430510609673100 2023-04-01 41.057696508909500 2023-05-01 41.157277115417500 2023-06-01 41.344429161406104 2023-07-01 41.128965157877104 2023-08-01 41.296129491014400 2023-09-01 41.292055337353500 2023-10-01 41.233115364058400 2023-11-01 41.330517748586500 2023-12-01 41.295170397456005 2024-01-01 41.318281686322706 2024-02-01 41.576686063409795 2024-03-01 41.667673565277400 2024-04-01 41.921754339090600