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: Professional, Scientific, and Technical Services in Dayton, OH (MSA) Series ID: SMU39193806054000001SA 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 5:13 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/SMU39193806054000001). 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 18.677324248172000 1990-02-01 18.717073343514700 1990-03-01 18.781854682759700 1990-04-01 18.947957225871600 1990-05-01 19.128564085453800 1990-06-01 19.274150435667398 1990-07-01 19.237669372722700 1990-08-01 19.218006551003900 1990-09-01 19.189396866065200 1990-10-01 19.077769863720500 1990-11-01 19.061511287746700 1990-12-01 18.836819258936500 1991-01-01 18.762906677970300 1991-02-01 18.598787137566500 1991-03-01 18.585052771415200 1991-04-01 18.565112063571600 1991-05-01 18.520071440869700 1991-06-01 18.476953507405600 1991-07-01 18.426034873925100 1991-08-01 18.300273795712897 1991-09-01 18.285861156456600 1991-10-01 18.279375360805602 1991-11-01 18.153240444749800 1991-12-01 18.043843761090700 1992-01-01 17.961491075771000 1992-02-01 17.985934675863900 1992-03-01 18.104402336037100 1992-04-01 18.182164704574603 1992-05-01 18.104284811526200 1992-06-01 18.094943080964800 1992-07-01 18.022530859434700 1992-08-01 17.987405143414700 1992-09-01 17.781116199868200 1992-10-01 17.984437719240397 1992-11-01 17.850661425388400 1992-12-01 18.147925727630700 1993-01-01 18.149082212885900 1993-02-01 18.158538551648700 1993-03-01 18.124958181040700 1993-04-01 17.898814109737300 1993-05-01 17.775847616182002 1993-06-01 17.805357502461700 1993-07-01 17.818357335925900 1993-08-01 17.870699038175303 1993-09-01 17.878470401970898 1993-10-01 17.892378161242900 1993-11-01 17.950292605838900 1993-12-01 18.066674013543200 1994-01-01 18.143896308647800 1994-02-01 18.151849162820500 1994-03-01 18.156966245111700 1994-04-01 17.802641212588500 1994-05-01 17.737351733215600 1994-06-01 17.709199880607700 1994-07-01 17.808391476883898 1994-08-01 17.850896810117103 1994-09-01 17.876756960070800 1994-10-01 18.000980619329898 1994-11-01 18.158664373688600 1994-12-01 18.292114530873900 1995-01-01 18.046321010424300 1995-02-01 18.162066467051900 1995-03-01 18.183466239374500 1995-04-01 18.489699529533000 1995-05-01 18.706622367014198 1995-06-01 18.705414067193600 1995-07-01 18.810320034059500 1995-08-01 18.956455298897897 1995-09-01 19.093552976949300 1995-10-01 19.010675097406400 1995-11-01 19.069210218800198 1995-12-01 19.121061372746400 1996-01-01 19.343656558572400 1996-02-01 19.452981742325900 1996-03-01 19.284828810023300 1996-04-01 19.653744958296500 1996-05-01 19.869319631155300 1996-06-01 19.983523959359000 1996-07-01 20.016666847085700 1996-08-01 20.080215270399400 1996-09-01 20.319253448334102 1996-10-01 20.125806993820700 1996-11-01 20.194624981334897 1996-12-01 20.144239096447400 1997-01-01 20.344085658601600 1997-02-01 20.349363213970100 1997-03-01 20.458787023424000 1997-04-01 20.810559627550003 1997-05-01 20.841259726785400 1997-06-01 20.836049418890397 1997-07-01 21.132813809345200 1997-08-01 21.227593611060800 1997-09-01 21.156237915768003 1997-10-01 21.351374033585802 1997-11-01 21.323641766490898 1997-12-01 21.450334683549800 1998-01-01 21.336001983622000 1998-02-01 21.232699788234300 1998-03-01 21.323690288118800 1998-04-01 21.071923027140000 1998-05-01 21.031451884899300 1998-06-01 21.084664130155500 1998-07-01 20.632049562124500 1998-08-01 20.950895732274800 1998-09-01 21.094847746768200 1998-10-01 21.180176912967802 1998-11-01 21.150004531530300 1998-12-01 21.143878596724200 1999-01-01 20.429196721982500 1999-02-01 20.636663577513400 1999-03-01 20.605102593171600 1999-04-01 21.349723770903000 1999-05-01 21.442887392563698 1999-06-01 21.447702124269700 1999-07-01 21.352954053021400 1999-08-01 21.276389369861200 1999-09-01 21.125566910748898 1999-10-01 21.308384295688800 1999-11-01 21.370910476549200 1999-12-01 21.432876322254398 2000-01-01 20.802313047289697 2000-02-01 20.821400117054502 2000-03-01 20.787503346028103 2000-04-01 20.852658293743602 2000-05-01 21.059412433446600 2000-06-01 20.823927352226500 2000-07-01 20.843849782750400 2000-08-01 20.858180848651500 2000-09-01 21.042009261167800 2000-10-01 21.125768893790802 2000-11-01 21.281850836186300 2000-12-01 21.332169345753400 2001-01-01 21.265897993315498 2001-02-01 21.317967007322302 2001-03-01 21.377734630750602 2001-04-01 21.450927048497000 2001-05-01 21.277688469482502 2001-06-01 21.422282235761300 2001-07-01 21.233783621464802 2001-08-01 21.234703414170102 2001-09-01 21.047833155082500 2001-10-01 20.930885702793600 2001-11-01 20.876000753499103 2001-12-01 20.831882482736102 2002-01-01 20.955059069032900 2002-02-01 20.852083740044400 2002-03-01 20.813157914068302 2002-04-01 20.386793966431500 2002-05-01 20.788848687851104 2002-06-01 20.522332356632898 2002-07-01 20.493863482744104 2002-08-01 20.376074373846800 2002-09-01 20.339656597965300 2002-10-01 19.714891353833302 2002-11-01 20.062317201739400 2002-12-01 20.030430390960397 2003-01-01 20.452585837427100 2003-02-01 20.390378893610500 2003-03-01 20.445467825009100 2003-04-01 20.416051267042500 2003-05-01 20.391544728335700 2003-06-01 20.336099018232800 2003-07-01 20.762259331804103 2003-08-01 20.951369751749800 2003-09-01 20.942196429239400 2003-10-01 21.125633878092000 2003-11-01 21.162578866938000 2003-12-01 20.909810135182500 2004-01-01 20.649110645328697 2004-02-01 20.793084324236600 2004-03-01 20.865194490917800 2004-04-01 20.946874744879104 2004-05-01 21.010402728098500 2004-06-01 21.052553701645700 2004-07-01 21.039516060493700 2004-08-01 21.031088700215700 2004-09-01 21.028083392388602 2004-10-01 21.120273920882198 2004-11-01 21.246829762484400 2004-12-01 21.287858794082400 2005-01-01 21.139304747619600 2005-02-01 21.190412455192200 2005-03-01 21.187560578362200 2005-04-01 21.380282056256000 2005-05-01 21.531029144022302 2005-06-01 21.469278731978500 2005-07-01 21.420073170752800 2005-08-01 21.423654897182104 2005-09-01 21.415851573947300 2005-10-01 21.319255358465200 2005-11-01 21.231436384216700 2005-12-01 21.263121763675900 2006-01-01 21.339398926295800 2006-02-01 21.379589442705400 2006-03-01 21.412126462837900 2006-04-01 21.314093719775500 2006-05-01 21.253376433662897 2006-06-01 21.175509580831200 2006-07-01 21.302177172331900 2006-08-01 21.208487057403300 2006-09-01 21.089181830555397 2006-10-01 21.209720807147900 2006-11-01 21.322307149177000 2006-12-01 21.551368839124198 2007-01-01 21.540076741119500 2007-02-01 21.570769358872600 2007-03-01 21.535989723823500 2007-04-01 21.432583758630898 2007-05-01 21.473349482712802 2007-06-01 21.594119269812000 2007-07-01 21.485158099245700 2007-08-01 21.587247679864102 2007-09-01 21.782085419149100 2007-10-01 21.807277912179900 2007-11-01 21.927235129931997 2007-12-01 21.951139721301104 2008-01-01 21.941142991067900 2008-02-01 21.960314379393100 2008-03-01 22.051541166070600 2008-04-01 22.131399878295603 2008-05-01 22.190619161719700 2008-06-01 22.314719949155700 2008-07-01 22.380411837891700 2008-08-01 22.358104223698900 2008-09-01 22.478224332117602 2008-10-01 22.196672745199700 2008-11-01 21.723992165682200 2008-12-01 21.865911202930400 2009-01-01 21.869809984586603 2009-02-01 21.780551577615900 2009-03-01 21.577753456765900 2009-04-01 21.429727479990700 2009-05-01 21.265042670833100 2009-06-01 21.213610781506700 2009-07-01 21.255961400523898 2009-08-01 21.102321576777800 2009-09-01 21.169680037841100 2009-10-01 21.172928654154500 2009-11-01 21.319866205145303 2009-12-01 21.296724215157700 2010-01-01 21.018552764994100 2010-02-01 21.015277772714600 2010-03-01 21.006078501691900 2010-04-01 21.118992052193100 2010-05-01 21.128798275507897 2010-06-01 21.109579060006800 2010-07-01 21.041719972448800 2010-08-01 21.164805157706400 2010-09-01 21.078195111548396 2010-10-01 21.056949110476600 2010-11-01 21.108963896688800 2010-12-01 21.030753422952102 2011-01-01 21.363419482904200 2011-02-01 21.338265358401898 2011-03-01 21.427390525597300 2011-04-01 21.395867616032300 2011-05-01 21.386991334058898 2011-06-01 21.299618977014898 2011-07-01 21.322197488910998 2011-08-01 21.328746376364602 2011-09-01 21.405514132751100 2011-10-01 21.248562813434802 2011-11-01 21.392941942063900 2011-12-01 21.566784249184900 2012-01-01 21.499705351570000 2012-02-01 21.668659009080898 2012-03-01 21.745918361735700 2012-04-01 21.786741849027300 2012-05-01 21.848340587979700 2012-06-01 21.881451860821900 2012-07-01 21.997570760738203 2012-08-01 22.108469857633800 2012-09-01 22.035253144031300 2012-10-01 22.342601378913700 2012-11-01 22.168539507492500 2012-12-01 22.198252484221600 2013-01-01 22.325868188662100 2013-02-01 22.401859663725500 2013-03-01 22.364028237716500 2013-04-01 22.388101272124600 2013-05-01 22.421772684820500 2013-06-01 22.460803186499600 2013-07-01 22.256702209187900 2013-08-01 22.287173128542500 2013-09-01 22.362805960538395 2013-10-01 22.321136254359605 2013-11-01 22.343742862817397 2013-12-01 22.132150248730603 2014-01-01 22.047752172366200 2014-02-01 22.147021465183100 2014-03-01 22.090057056701300 2014-04-01 22.313159991478400 2014-05-01 22.295902902514502 2014-06-01 22.333467530918800 2014-07-01 22.411361752518896 2014-08-01 22.376513012361396 2014-09-01 22.372741657361697 2014-10-01 22.397287932708000 2014-11-01 22.522776566765398 2014-12-01 22.565551014269200 2015-01-01 22.564146273124600 2015-02-01 22.480914471397800 2015-03-01 22.612743720899000 2015-04-01 22.436867237338000 2015-05-01 22.673773965889000 2015-06-01 22.715604070104200 2015-07-01 22.865319412290500 2015-08-01 22.758339910576300 2015-09-01 22.675774304299600 2015-10-01 22.784144624937900 2015-11-01 22.818795958867604 2015-12-01 22.897623958420800 2016-01-01 23.079114848565897 2016-02-01 23.009800484854900 2016-03-01 23.327557918495103 2016-04-01 22.956871980401697 2016-05-01 22.944760658934100 2016-06-01 22.898266315005900 2016-07-01 23.122602854245100 2016-08-01 23.238819829042303 2016-09-01 23.376216239166002 2016-10-01 23.481161546495700 2016-11-01 23.533404185338696 2016-12-01 23.627363225785900 2017-01-01 23.597412244013900 2017-02-01 23.726189811753603 2017-03-01 23.743131372835304 2017-04-01 23.970291738104800 2017-05-01 24.113938700554500 2017-06-01 24.085452367449900 2017-07-01 24.082003880574300 2017-08-01 24.113968313085298 2017-09-01 24.173965619195400 2017-10-01 24.280012638811897 2017-11-01 24.360309857024603 2017-12-01 24.350168755661300 2018-01-01 24.525018473712503 2018-02-01 24.634194441192196 2018-03-01 24.761433495704498 2018-04-01 24.779330119574100 2018-05-01 24.876411076395100 2018-06-01 24.961789023579602 2018-07-01 25.153192750942303 2018-08-01 25.292554694085304 2018-09-01 25.481827417216802 2018-10-01 25.483892321195000 2018-11-01 25.581053920758702 2018-12-01 25.671533184656802 2019-01-01 25.849979744723700 2019-02-01 26.034060772259696 2019-03-01 26.181092880407700 2019-04-01 26.285671865818400 2019-05-01 26.347014897320700 2019-06-01 26.436272560503696 2019-07-01 26.532813394789200 2019-08-01 26.575125409759200 2019-09-01 26.584668596802803 2019-10-01 26.584247882459003 2019-11-01 26.691838666688000 2019-12-01 26.879125490646200 2020-01-01 26.975442897864200 2020-02-01 27.039583684354100 2020-03-01 27.091286465597100 2020-04-01 25.515500287598900 2020-05-01 26.035383040004600 2020-06-01 26.410946962997897 2020-07-01 26.530308503430902 2020-08-01 26.470725682293896 2020-09-01 26.580402855614400 2020-10-01 26.771416333819104 2020-11-01 26.785367133695303 2020-12-01 27.170117506747400 2021-01-01 26.990891584000900 2021-02-01 27.045364713068000 2021-03-01 27.300414664595298 2021-04-01 27.436642038005100 2021-05-01 27.636335677068402 2021-06-01 27.493322672535502 2021-07-01 27.531824300226003 2021-08-01 27.566423493225198 2021-09-01 27.585229233824800 2021-10-01 27.646494960853897 2021-11-01 27.872061933786696 2021-12-01 27.959363664982500 2022-01-01 28.109940152457398 2022-02-01 28.143568688749102 2022-03-01 28.204121209451700 2022-04-01 28.259686676961998 2022-05-01 28.247973695838000 2022-06-01 28.685224383370600 2022-07-01 28.736254136489602 2022-08-01 28.964386856267300 2022-09-01 29.301843321652605 2022-10-01 29.322301128198700 2022-11-01 29.449115615875602 2022-12-01 29.557543872282300 2023-01-01 29.722897433687300 2023-02-01 29.834577007738500 2023-03-01 30.007060840174397 2023-04-01 29.977998095871800 2023-05-01 30.061732771048300 2023-06-01 30.082129196732698 2023-07-01 30.139544778823900 2023-08-01 30.162087302566500 2023-09-01 30.200070972414103 2023-10-01 30.301753908415400 2023-11-01 30.429412127803197 2023-12-01 30.158896148872900 2024-01-01 30.033084580547300 2024-02-01 30.135230652979900 2024-03-01 30.103705323642398