Table Data - All Employees: Professional and Business Services in Dayton, OH (MSA)
| Title | All Employees: Professional and Business Services in Dayton, OH (MSA) |
|---|---|
| Series ID | DAYT339PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-10-01 |
| Last Updated | 2024-11-20 5:00 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 | 45.009239765661704 |
| 1990-02-01 | 45.215003447040790 |
| 1990-03-01 | 45.070992956269706 |
| 1990-04-01 | 45.555859560525896 |
| 1990-05-01 | 46.038277917461300 |
| 1990-06-01 | 46.218955807913500 |
| 1990-07-01 | 46.035415483331796 |
| 1990-08-01 | 46.036619892934894 |
| 1990-09-01 | 46.247428934658700 |
| 1990-10-01 | 45.855499287038405 |
| 1990-11-01 | 45.643661936731500 |
| 1990-12-01 | 45.303099239045295 |
| 1991-01-01 | 45.168912133684394 |
| 1991-02-01 | 44.868977175666500 |
| 1991-03-01 | 44.861732043242900 |
| 1991-04-01 | 44.768882285586100 |
| 1991-05-01 | 44.532639998797904 |
| 1991-06-01 | 44.232307364781000 |
| 1991-07-01 | 44.469645202320500 |
| 1991-08-01 | 44.035420831636100 |
| 1991-09-01 | 44.097505900967505 |
| 1991-10-01 | 45.068752844039600 |
| 1991-11-01 | 44.462142218830394 |
| 1991-12-01 | 43.928503527201900 |
| 1992-01-01 | 43.582385298526404 |
| 1992-02-01 | 43.696517093347800 |
| 1992-03-01 | 44.028222513978400 |
| 1992-04-01 | 43.896273481946200 |
| 1992-05-01 | 43.629911526844000 |
| 1992-06-01 | 43.859888889697100 |
| 1992-07-01 | 44.512438702761095 |
| 1992-08-01 | 44.019408911026710 |
| 1992-09-01 | 43.750436944312000 |
| 1992-10-01 | 43.775707449811900 |
| 1992-11-01 | 43.662444533600290 |
| 1992-12-01 | 44.241819216516504 |
| 1993-01-01 | 44.249456341886610 |
| 1993-02-01 | 44.760340978295300 |
| 1993-03-01 | 43.997723762253900 |
| 1993-04-01 | 44.118300500482995 |
| 1993-05-01 | 44.230360476076000 |
| 1993-06-01 | 44.271750630445900 |
| 1993-07-01 | 44.264837581350000 |
| 1993-08-01 | 44.275656773562600 |
| 1993-09-01 | 45.168900573502000 |
| 1993-10-01 | 44.449641452159900 |
| 1993-11-01 | 44.474381440569600 |
| 1993-12-01 | 44.570449516839105 |
| 1994-01-01 | 45.040404702518800 |
| 1994-02-01 | 45.546914700073394 |
| 1994-03-01 | 45.893529684452105 |
| 1994-04-01 | 45.035332730594206 |
| 1994-05-01 | 45.028262188038900 |
| 1994-06-01 | 45.069391944461200 |
| 1994-07-01 | 44.998639189895500 |
| 1994-08-01 | 45.425608295801300 |
| 1994-09-01 | 45.332464238569706 |
| 1994-10-01 | 45.907578693794896 |
| 1994-11-01 | 46.381264675280000 |
| 1994-12-01 | 46.725726107075500 |
| 1995-01-01 | 47.214159137404790 |
| 1995-02-01 | 47.354676942112400 |
| 1995-03-01 | 47.398921603675795 |
| 1995-04-01 | 47.342271515232600 |
| 1995-05-01 | 47.834774292600500 |
| 1995-06-01 | 47.617805652776100 |
| 1995-07-01 | 47.757889421475895 |
| 1995-08-01 | 47.649945962901110 |
| 1995-09-01 | 47.638819958375700 |
| 1995-10-01 | 47.644528445206400 |
| 1995-11-01 | 47.791255890912000 |
| 1995-12-01 | 47.472958769530600 |
| 1996-01-01 | 47.143616441522800 |
| 1996-02-01 | 46.785908187540294 |
| 1996-03-01 | 46.424213722768200 |
| 1996-04-01 | 47.425533613078790 |
| 1996-05-01 | 47.499538343945300 |
| 1996-06-01 | 47.551813167573700 |
| 1996-07-01 | 47.753474423899100 |
| 1996-08-01 | 47.835609716131600 |
| 1996-09-01 | 48.049247434988700 |
| 1996-10-01 | 48.211185485774900 |
| 1996-11-01 | 47.973916370579100 |
| 1996-12-01 | 47.983851846161700 |
| 1997-01-01 | 48.572307952478800 |
| 1997-02-01 | 48.767337637831600 |
| 1997-03-01 | 49.368628330146706 |
| 1997-04-01 | 49.652519457904994 |
| 1997-05-01 | 49.653844227775295 |
| 1997-06-01 | 49.453726667859400 |
| 1997-07-01 | 51.157013012878195 |
| 1997-08-01 | 51.029954461364795 |
| 1997-09-01 | 51.275646418700700 |
| 1997-10-01 | 51.050607150127110 |
| 1997-11-01 | 51.168422403512710 |
| 1997-12-01 | 51.469550289895710 |
| 1998-01-01 | 51.834045085466300 |
| 1998-02-01 | 52.080416084167500 |
| 1998-03-01 | 52.403089151875704 |
| 1998-04-01 | 51.069934478826596 |
| 1998-05-01 | 50.973255498221796 |
| 1998-06-01 | 51.156452532779290 |
| 1998-07-01 | 50.615916721486904 |
| 1998-08-01 | 51.261230106871200 |
| 1998-09-01 | 51.177074504650896 |
| 1998-10-01 | 51.262931919270200 |
| 1998-11-01 | 51.304971123075300 |
| 1998-12-01 | 51.366460948707896 |
| 1999-01-01 | 50.706851938498710 |
| 1999-02-01 | 51.004225283702600 |
| 1999-03-01 | 50.865269771242000 |
| 1999-04-01 | 51.640213747814600 |
| 1999-05-01 | 51.801624487133700 |
| 1999-06-01 | 51.712546757937400 |
| 1999-07-01 | 51.698731621376105 |
| 1999-08-01 | 50.874302618434000 |
| 1999-09-01 | 50.418476817092596 |
| 1999-10-01 | 51.179278930204800 |
| 1999-11-01 | 51.508446275950796 |
| 1999-12-01 | 51.962574908601800 |
| 2000-01-01 | 51.130432980232500 |
| 2000-02-01 | 51.487035653338500 |
| 2000-03-01 | 51.460396294838800 |
| 2000-04-01 | 51.938088584431895 |
| 2000-05-01 | 52.524580254630095 |
| 2000-06-01 | 51.920947432121100 |
| 2000-07-01 | 52.024698318447290 |
| 2000-08-01 | 51.959358890859800 |
| 2000-09-01 | 52.170681577258605 |
| 2000-10-01 | 52.795488938772000 |
| 2000-11-01 | 52.575614809934700 |
| 2000-12-01 | 52.637674963379900 |
| 2001-01-01 | 54.979123528838300 |
| 2001-02-01 | 55.042911261689300 |
| 2001-03-01 | 55.487380676839706 |
| 2001-04-01 | 54.955079286841794 |
| 2001-05-01 | 54.983778118418705 |
| 2001-06-01 | 54.732699046426404 |
| 2001-07-01 | 54.240762652892705 |
| 2001-08-01 | 54.412601779565900 |
| 2001-09-01 | 53.913156830422004 |
| 2001-10-01 | 53.571937048279200 |
| 2001-11-01 | 53.240933708614800 |
| 2001-12-01 | 52.936963402092400 |
| 2002-01-01 | 53.753630087136790 |
| 2002-02-01 | 53.538933301603790 |
| 2002-03-01 | 53.395762647714400 |
| 2002-04-01 | 52.526466555323296 |
| 2002-05-01 | 52.402601257156400 |
| 2002-06-01 | 52.108877801253996 |
| 2002-07-01 | 52.164065065450000 |
| 2002-08-01 | 51.861155718583710 |
| 2002-09-01 | 51.978122604015000 |
| 2002-10-01 | 50.961446407256496 |
| 2002-11-01 | 51.331231895754800 |
| 2002-12-01 | 50.805016423811900 |
| 2003-01-01 | 53.239410883177996 |
| 2003-02-01 | 52.794298764401596 |
| 2003-03-01 | 52.732175569839300 |
| 2003-04-01 | 53.325314065405600 |
| 2003-05-01 | 53.234245413096200 |
| 2003-06-01 | 53.329508942802600 |
| 2003-07-01 | 54.022758824898990 |
| 2003-08-01 | 53.902077396543895 |
| 2003-09-01 | 53.396920655150700 |
| 2003-10-01 | 53.790082950456494 |
| 2003-11-01 | 53.687951324585400 |
| 2003-12-01 | 53.631833735685206 |
| 2004-01-01 | 52.952191628038100 |
| 2004-02-01 | 52.945142885327100 |
| 2004-03-01 | 52.410638175433400 |
| 2004-04-01 | 53.004033872860205 |
| 2004-05-01 | 52.973978003241704 |
| 2004-06-01 | 53.035288924098610 |
| 2004-07-01 | 52.695312049242894 |
| 2004-08-01 | 52.409097229926395 |
| 2004-09-01 | 53.147923738694200 |
| 2004-10-01 | 52.142047272309100 |
| 2004-11-01 | 51.962959317673200 |
| 2004-12-01 | 51.832075901206295 |
| 2005-01-01 | 52.329264822857400 |
| 2005-02-01 | 52.024767656025000 |
| 2005-03-01 | 51.881636745184500 |
| 2005-04-01 | 51.585991233110796 |
| 2005-05-01 | 51.420474297038794 |
| 2005-06-01 | 51.013616941075895 |
| 2005-07-01 | 51.084491876360500 |
| 2005-08-01 | 51.342805785071400 |
| 2005-09-01 | 51.476445120520495 |
| 2005-10-01 | 51.797643325839790 |
| 2005-11-01 | 51.769385747574400 |
| 2005-12-01 | 51.948980077036000 |
| 2006-01-01 | 51.376534464461606 |
| 2006-02-01 | 51.368303038069400 |
| 2006-03-01 | 51.419335731352504 |
| 2006-04-01 | 51.676842384006800 |
| 2006-05-01 | 51.992952221498000 |
| 2006-06-01 | 51.998423437491000 |
| 2006-07-01 | 51.876672842624100 |
| 2006-08-01 | 51.724148015587500 |
| 2006-09-01 | 51.562420319821210 |
| 2006-10-01 | 51.087207148518800 |
| 2006-11-01 | 51.477450610797604 |
| 2006-12-01 | 51.574352130353100 |
| 2007-01-01 | 51.882880909135890 |
| 2007-02-01 | 52.136688855765705 |
| 2007-03-01 | 51.874750734992200 |
| 2007-04-01 | 51.661125049999290 |
| 2007-05-01 | 51.448100314245000 |
| 2007-06-01 | 51.690606599580704 |
| 2007-07-01 | 51.554616220868100 |
| 2007-08-01 | 51.371091970882700 |
| 2007-09-01 | 51.515244096564295 |
| 2007-10-01 | 51.733775785591500 |
| 2007-11-01 | 51.694234465782095 |
| 2007-12-01 | 51.535847533425800 |
| 2008-01-01 | 51.454076360974290 |
| 2008-02-01 | 51.803703161923295 |
| 2008-03-01 | 51.613996053595400 |
| 2008-04-01 | 51.281814303605610 |
| 2008-05-01 | 51.113436786124800 |
| 2008-06-01 | 50.828881861360400 |
| 2008-07-01 | 50.322177091263200 |
| 2008-08-01 | 49.898598634705200 |
| 2008-09-01 | 49.482750699272700 |
| 2008-10-01 | 48.930430958179400 |
| 2008-11-01 | 48.015409568504800 |
| 2008-12-01 | 47.854234933339900 |
| 2009-01-01 | 47.195997921379394 |
| 2009-02-01 | 46.412095372086604 |
| 2009-03-01 | 45.772772766966106 |
| 2009-04-01 | 45.147358011070990 |
| 2009-05-01 | 44.818215162904500 |
| 2009-06-01 | 44.692865951982405 |
| 2009-07-01 | 45.005032999316600 |
| 2009-08-01 | 44.783099183579594 |
| 2009-09-01 | 44.797029653556300 |
| 2009-10-01 | 44.530001088419300 |
| 2009-11-01 | 44.754043587910790 |
| 2009-12-01 | 44.701225803133894 |
| 2010-01-01 | 44.326789817356996 |
| 2010-02-01 | 44.686459775190900 |
| 2010-03-01 | 44.678857942032500 |
| 2010-04-01 | 45.510816020885800 |
| 2010-05-01 | 45.522896453281900 |
| 2010-06-01 | 45.629545602817790 |
| 2010-07-01 | 45.578615220071200 |
| 2010-08-01 | 45.924126376356895 |
| 2010-09-01 | 45.785486414417600 |
| 2010-10-01 | 45.850250613943700 |
| 2010-11-01 | 46.016624758118600 |
| 2010-12-01 | 45.730008431464300 |
| 2011-01-01 | 46.359806079258500 |
| 2011-02-01 | 46.556574149666100 |
| 2011-03-01 | 46.852458937409494 |
| 2011-04-01 | 46.963883193982404 |
| 2011-05-01 | 46.685507070341800 |
| 2011-06-01 | 46.630909743216200 |
| 2011-07-01 | 46.735890138724500 |
| 2011-08-01 | 46.889433665910900 |
| 2011-09-01 | 47.129318992598000 |
| 2011-10-01 | 46.938386753950300 |
| 2011-11-01 | 46.968851606329096 |
| 2011-12-01 | 47.359316685947110 |
| 2012-01-01 | 47.700315501117600 |
| 2012-02-01 | 48.018197351807096 |
| 2012-03-01 | 47.817675479900100 |
| 2012-04-01 | 47.424248579239100 |
| 2012-05-01 | 47.434570262476800 |
| 2012-06-01 | 47.415110196356600 |
| 2012-07-01 | 47.478038284814300 |
| 2012-08-01 | 47.206366020751400 |
| 2012-09-01 | 47.089836667744800 |
| 2012-10-01 | 47.308504875152500 |
| 2012-11-01 | 47.003087410265500 |
| 2012-12-01 | 47.114414651337796 |
| 2013-01-01 | 47.126499423419894 |
| 2013-02-01 | 47.225305192449895 |
| 2013-03-01 | 46.843636710399800 |
| 2013-04-01 | 47.222692156688700 |
| 2013-05-01 | 47.271422422054500 |
| 2013-06-01 | 47.296141542963700 |
| 2013-07-01 | 47.105184460169300 |
| 2013-08-01 | 47.449853606371300 |
| 2013-09-01 | 47.660792941951600 |
| 2013-10-01 | 47.657122870861500 |
| 2013-11-01 | 48.033632538198496 |
| 2013-12-01 | 47.727407831105396 |
| 2014-01-01 | 48.113371761131800 |
| 2014-02-01 | 47.950149763071096 |
| 2014-03-01 | 48.210940215023800 |
| 2014-04-01 | 48.530284297230700 |
| 2014-05-01 | 48.493138258956700 |
| 2014-06-01 | 48.871049842920000 |
| 2014-07-01 | 49.133658750159505 |
| 2014-08-01 | 49.284816212383700 |
| 2014-09-01 | 49.118271083974100 |
| 2014-10-01 | 49.411713132745504 |
| 2014-11-01 | 49.439347859092400 |
| 2014-12-01 | 49.622021641285000 |
| 2015-01-01 | 49.301966689991700 |
| 2015-02-01 | 49.089345881911110 |
| 2015-03-01 | 49.538820266523100 |
| 2015-04-01 | 49.837565749299706 |
| 2015-05-01 | 50.431830535435890 |
| 2015-06-01 | 50.548923064386610 |
| 2015-07-01 | 50.799577614337800 |
| 2015-08-01 | 50.624097751352100 |
| 2015-09-01 | 50.777071989136104 |
| 2015-10-01 | 50.881511224511900 |
| 2015-11-01 | 50.839930371074200 |
| 2015-12-01 | 50.868456386465304 |
| 2016-01-01 | 51.216818977729900 |
| 2016-02-01 | 51.254187292314995 |
| 2016-03-01 | 51.869468087914110 |
| 2016-04-01 | 50.829527585282094 |
| 2016-05-01 | 50.789987804868710 |
| 2016-06-01 | 50.353676744317000 |
| 2016-07-01 | 50.712453433847100 |
| 2016-08-01 | 50.485279932901705 |
| 2016-09-01 | 50.610317085713206 |
| 2016-10-01 | 50.397042427219300 |
| 2016-11-01 | 50.395118735197000 |
| 2016-12-01 | 50.412736595959200 |
| 2017-01-01 | 50.177419490775000 |
| 2017-02-01 | 50.543348902241405 |
| 2017-03-01 | 50.717351777324800 |
| 2017-04-01 | 51.047725426774600 |
| 2017-05-01 | 51.220548842280210 |
| 2017-06-01 | 51.191515549517710 |
| 2017-07-01 | 51.121499063297300 |
| 2017-08-01 | 51.437983554896896 |
| 2017-09-01 | 51.328535364078704 |
| 2017-10-01 | 51.763890518865200 |
| 2017-11-01 | 51.911745669109900 |
| 2017-12-01 | 51.214383634785000 |
| 2018-01-01 | 52.177996927688700 |
| 2018-02-01 | 52.291642867995996 |
| 2018-03-01 | 52.656366409016290 |
| 2018-04-01 | 52.275986195563100 |
| 2018-05-01 | 52.158090277834600 |
| 2018-06-01 | 52.347142256628100 |
| 2018-07-01 | 51.936489359457596 |
| 2018-08-01 | 52.159790715504210 |
| 2018-09-01 | 52.363404647329700 |
| 2018-10-01 | 52.223693811320100 |
| 2018-11-01 | 52.544326608533900 |
| 2018-12-01 | 52.451151642381500 |
| 2019-01-01 | 52.179044382333004 |
| 2019-02-01 | 52.174621340184710 |
| 2019-03-01 | 52.145843291349500 |
| 2019-04-01 | 52.628628447829290 |
| 2019-05-01 | 53.145635962121894 |
| 2019-06-01 | 52.597975112862390 |
| 2019-07-01 | 52.649357915792100 |
| 2019-08-01 | 52.357852247665800 |
| 2019-09-01 | 52.393140105660800 |
| 2019-10-01 | 51.985484543396595 |
| 2019-11-01 | 51.820469234753300 |
| 2019-12-01 | 52.333900500213900 |
| 2020-01-01 | 52.713574768675000 |
| 2020-02-01 | 52.742706410333795 |
| 2020-03-01 | 52.867199599411790 |
| 2020-04-01 | 47.053494217886000 |
| 2020-05-01 | 47.687883326970210 |
| 2020-06-01 | 48.636362523118600 |
| 2020-07-01 | 49.581351555263296 |
| 2020-08-01 | 49.963048127264500 |
| 2020-09-01 | 50.627828397237610 |
| 2020-10-01 | 51.474092621385005 |
| 2020-11-01 | 51.755738346372794 |
| 2020-12-01 | 51.808763417803500 |
| 2021-01-01 | 51.512256108327800 |
| 2021-02-01 | 51.196532519613704 |
| 2021-03-01 | 51.311069532556800 |
| 2021-04-01 | 51.208489369430700 |
| 2021-05-01 | 51.400643990993500 |
| 2021-06-01 | 51.125590852981400 |
| 2021-07-01 | 51.478298727215500 |
| 2021-08-01 | 51.762743113557100 |
| 2021-09-01 | 51.540065793365095 |
| 2021-10-01 | 52.078692851638500 |
| 2021-11-01 | 52.303718083039900 |
| 2021-12-01 | 52.304881778834200 |
| 2022-01-01 | 52.603571978706600 |
| 2022-02-01 | 52.813799849175396 |
| 2022-03-01 | 52.875538918409700 |
| 2022-04-01 | 52.811795859599800 |
| 2022-05-01 | 52.647894076457400 |
| 2022-06-01 | 52.996706429170500 |
| 2022-07-01 | 52.699658255304500 |
| 2022-08-01 | 52.769412559401000 |
| 2022-09-01 | 53.265741024009600 |
| 2022-10-01 | 52.518448693339500 |
| 2022-11-01 | 52.372783395049105 |
| 2022-12-01 | 52.029596819225500 |
| 2023-01-01 | 52.799621954454500 |
| 2023-02-01 | 53.001458670131600 |
| 2023-03-01 | 53.291352462175500 |
| 2023-04-01 | 52.897355645886705 |
| 2023-05-01 | 52.699042778358710 |
| 2023-06-01 | 52.442965694466400 |
| 2023-07-01 | 52.149387276513394 |
| 2023-08-01 | 52.105142437368790 |
| 2023-09-01 | 51.947590472663900 |
| 2023-10-01 | 51.993111601806000 |
| 2023-11-01 | 51.840218785113600 |
| 2023-12-01 | 51.317250318359390 |
| 2024-01-01 | 51.594028742535290 |
| 2024-02-01 | 51.719465725683500 |
| 2024-03-01 | 51.504345952756005 |
| 2024-04-01 | 51.253406837038604 |
| 2024-05-01 | 51.449220579267305 |
| 2024-06-01 | 51.306779444224900 |
| 2024-07-01 | 51.186113981185500 |
| 2024-08-01 | 50.939837666145100 |
| 2024-09-01 | 51.128941194511000 |
| 2024-10-01 | 50.765503498650205 |
