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 2024-12-01 |
| Last Updated | 2025-01-29 5:25 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 | 45.009239770976100 |
| 1990-02-01 | 45.215003448217004 |
| 1990-03-01 | 45.070992958675400 |
| 1990-04-01 | 45.555859559224900 |
| 1990-05-01 | 46.038277915163405 |
| 1990-06-01 | 46.218955805151100 |
| 1990-07-01 | 46.035415478768705 |
| 1990-08-01 | 46.036619891158500 |
| 1990-09-01 | 46.247428936123290 |
| 1990-10-01 | 45.855499287625290 |
| 1990-11-01 | 45.643661942311404 |
| 1990-12-01 | 45.303099236908700 |
| 1991-01-01 | 45.168912136031890 |
| 1991-02-01 | 44.868977187473604 |
| 1991-03-01 | 44.861732036699294 |
| 1991-04-01 | 44.768882281561005 |
| 1991-05-01 | 44.532639995032400 |
| 1991-06-01 | 44.232307361836700 |
| 1991-07-01 | 44.469645198633500 |
| 1991-08-01 | 44.035420830638294 |
| 1991-09-01 | 44.097505903486300 |
| 1991-10-01 | 45.068752846021100 |
| 1991-11-01 | 44.462142224898300 |
| 1991-12-01 | 43.928503526179700 |
| 1992-01-01 | 43.582385301092800 |
| 1992-02-01 | 43.696517119658700 |
| 1992-03-01 | 44.028222501726500 |
| 1992-04-01 | 43.896273475384400 |
| 1992-05-01 | 43.629911516964100 |
| 1992-06-01 | 43.859888877639900 |
| 1992-07-01 | 44.512438688672894 |
| 1992-08-01 | 44.019408901723700 |
| 1992-09-01 | 43.750436946632796 |
| 1992-10-01 | 43.775707460407300 |
| 1992-11-01 | 43.662444554784095 |
| 1992-12-01 | 44.241819238713894 |
| 1993-01-01 | 44.249456374479100 |
| 1993-02-01 | 44.760341006658706 |
| 1993-03-01 | 43.997723690986100 |
| 1993-04-01 | 44.118300509371004 |
| 1993-05-01 | 44.230360463269605 |
| 1993-06-01 | 44.271750600569895 |
| 1993-07-01 | 44.264837544328300 |
| 1993-08-01 | 44.275656747012400 |
| 1993-09-01 | 45.168900573550610 |
| 1993-10-01 | 44.449641477356700 |
| 1993-11-01 | 44.474381486438700 |
| 1993-12-01 | 44.570449566851600 |
| 1994-01-01 | 45.040404777148600 |
| 1994-02-01 | 45.546914738781700 |
| 1994-03-01 | 45.893529584506000 |
| 1994-04-01 | 45.035332808356294 |
| 1994-05-01 | 45.028262250975000 |
| 1994-06-01 | 45.069391894595604 |
| 1994-07-01 | 44.998638675785100 |
| 1994-08-01 | 45.425608314789706 |
| 1994-09-01 | 45.332464296323610 |
| 1994-10-01 | 45.907578802790700 |
| 1994-11-01 | 46.381264829574900 |
| 1994-12-01 | 46.725726295683790 |
| 1995-01-01 | 47.214159365266000 |
| 1995-02-01 | 47.354677078187706 |
| 1995-03-01 | 47.398921205019210 |
| 1995-04-01 | 47.342271664894000 |
| 1995-05-01 | 47.834774375984400 |
| 1995-06-01 | 47.617805459170896 |
| 1995-07-01 | 47.757888351487500 |
| 1995-08-01 | 47.649945967421890 |
| 1995-09-01 | 47.638820113635596 |
| 1995-10-01 | 47.644528777709290 |
| 1995-11-01 | 47.791256347931096 |
| 1995-12-01 | 47.472959259468006 |
| 1996-01-01 | 47.143616881081600 |
| 1996-02-01 | 46.785908397246000 |
| 1996-03-01 | 46.424212990801900 |
| 1996-04-01 | 47.425533652014710 |
| 1996-05-01 | 47.499538313545706 |
| 1996-06-01 | 47.551812694999100 |
| 1996-07-01 | 47.753472691100210 |
| 1996-08-01 | 47.835609560513200 |
| 1996-09-01 | 48.049247637912700 |
| 1996-10-01 | 48.211185838069200 |
| 1996-11-01 | 47.973916747825700 |
| 1996-12-01 | 47.983855823312204 |
| 1997-01-01 | 48.572307992234600 |
| 1997-02-01 | 48.767337272928900 |
| 1997-03-01 | 49.368626565673600 |
| 1997-04-01 | 49.652518797889390 |
| 1997-05-01 | 49.653843904630200 |
| 1997-06-01 | 49.453725429826100 |
| 1997-07-01 | 51.157010631031290 |
| 1997-08-01 | 51.029953932331400 |
| 1997-09-01 | 51.275646815194300 |
| 1997-10-01 | 51.050608165606500 |
| 1997-11-01 | 51.168424019890004 |
| 1997-12-01 | 51.469560334324210 |
| 1998-01-01 | 51.834042788130894 |
| 1998-02-01 | 52.080413810171606 |
| 1998-03-01 | 52.403086155003300 |
| 1998-04-01 | 51.069932560193394 |
| 1998-05-01 | 50.973254678757600 |
| 1998-06-01 | 51.156450553308400 |
| 1998-07-01 | 50.615913925095604 |
| 1998-08-01 | 51.261229434575100 |
| 1998-09-01 | 51.177075171755400 |
| 1998-10-01 | 51.262933386074200 |
| 1998-11-01 | 51.304973398710096 |
| 1998-12-01 | 51.366480523367800 |
| 1999-01-01 | 50.706846374568700 |
| 1999-02-01 | 51.004220235960500 |
| 1999-03-01 | 50.865264945196294 |
| 1999-04-01 | 51.640209958872400 |
| 1999-05-01 | 51.801622689861100 |
| 1999-06-01 | 51.712543932239800 |
| 1999-07-01 | 51.698729021870000 |
| 1999-08-01 | 50.874302196199800 |
| 1999-09-01 | 50.418478332454995 |
| 1999-10-01 | 51.179280587733900 |
| 1999-11-01 | 51.508451229098700 |
| 1999-12-01 | 51.962603276429010 |
| 2000-01-01 | 51.130422628572900 |
| 2000-02-01 | 51.487027043209710 |
| 2000-03-01 | 51.460389675758400 |
| 2000-04-01 | 51.938083082256500 |
| 2000-05-01 | 52.524577452369800 |
| 2000-06-01 | 51.920944453802390 |
| 2000-07-01 | 52.024696711177300 |
| 2000-08-01 | 51.959359125227200 |
| 2000-09-01 | 52.170684063798700 |
| 2000-10-01 | 52.795490270185795 |
| 2000-11-01 | 52.575621193032290 |
| 2000-12-01 | 52.637710087528500 |
| 2001-01-01 | 54.979109063747394 |
| 2001-02-01 | 55.042899348337900 |
| 2001-03-01 | 55.487371749542895 |
| 2001-04-01 | 54.955072143969495 |
| 2001-05-01 | 54.983774411192100 |
| 2001-06-01 | 54.732695970024395 |
| 2001-07-01 | 54.240762247221795 |
| 2001-08-01 | 54.412602913462400 |
| 2001-09-01 | 53.913160434684706 |
| 2001-10-01 | 53.571938466366994 |
| 2001-11-01 | 53.240942405669300 |
| 2001-12-01 | 52.936997584854794 |
| 2002-01-01 | 53.753614313605496 |
| 2002-02-01 | 53.538920717364995 |
| 2002-03-01 | 53.395753822472600 |
| 2002-04-01 | 52.526459693635594 |
| 2002-05-01 | 52.402597651683100 |
| 2002-06-01 | 52.108875722807400 |
| 2002-07-01 | 52.164065744314800 |
| 2002-08-01 | 51.861157596633700 |
| 2002-09-01 | 51.978126333594700 |
| 2002-10-01 | 50.961447535792296 |
| 2002-11-01 | 51.331239334516496 |
| 2002-12-01 | 50.805044050669295 |
| 2003-01-01 | 53.239397464695100 |
| 2003-02-01 | 52.794287877834606 |
| 2003-03-01 | 52.732167431497900 |
| 2003-04-01 | 53.325307954868606 |
| 2003-05-01 | 53.234242023450000 |
| 2003-06-01 | 53.329507546094504 |
| 2003-07-01 | 54.022760162876104 |
| 2003-08-01 | 53.902079718289500 |
| 2003-09-01 | 53.396924367876900 |
| 2003-10-01 | 53.790083904214300 |
| 2003-11-01 | 53.687958436993400 |
| 2003-12-01 | 53.631853363653896 |
| 2004-01-01 | 52.952181570520200 |
| 2004-02-01 | 52.945134531537896 |
| 2004-03-01 | 52.410631919656400 |
| 2004-04-01 | 53.004029488259400 |
| 2004-05-01 | 52.973975461349000 |
| 2004-06-01 | 53.035288410495700 |
| 2004-07-01 | 52.695313691858000 |
| 2004-08-01 | 52.409099221775100 |
| 2004-09-01 | 53.147926473331204 |
| 2004-10-01 | 52.142047983933000 |
| 2004-11-01 | 51.962963328848296 |
| 2004-12-01 | 51.832086605422710 |
| 2005-01-01 | 52.329259462463796 |
| 2005-02-01 | 52.024762648951900 |
| 2005-03-01 | 51.881632585597800 |
| 2005-04-01 | 51.585988548677600 |
| 2005-05-01 | 51.420472753254300 |
| 2005-06-01 | 51.013616733262000 |
| 2005-07-01 | 51.084493053122610 |
| 2005-08-01 | 51.342807108384505 |
| 2005-09-01 | 51.476446772965400 |
| 2005-10-01 | 51.797644287555800 |
| 2005-11-01 | 51.769388127954800 |
| 2005-12-01 | 51.948984202550500 |
| 2006-01-01 | 51.376532090924800 |
| 2006-02-01 | 51.368300327955210 |
| 2006-03-01 | 51.419333653927005 |
| 2006-04-01 | 51.676841050586300 |
| 2006-05-01 | 51.992951509860000 |
| 2006-06-01 | 51.998423466958200 |
| 2006-07-01 | 51.876673600286800 |
| 2006-08-01 | 51.724148724651000 |
| 2006-09-01 | 51.562421004389705 |
| 2006-10-01 | 51.087208092510300 |
| 2006-11-01 | 51.477450958696300 |
| 2006-12-01 | 51.574353644698800 |
| 2007-01-01 | 51.882880240861205 |
| 2007-02-01 | 52.136687627758400 |
| 2007-03-01 | 51.874749657246000 |
| 2007-04-01 | 51.661124701268400 |
| 2007-05-01 | 51.448099961915700 |
| 2007-06-01 | 51.690606582459600 |
| 2007-07-01 | 51.554616540266400 |
| 2007-08-01 | 51.371092355634296 |
| 2007-09-01 | 51.515244478869400 |
| 2007-10-01 | 51.733776434139500 |
| 2007-11-01 | 51.694234595307800 |
| 2007-12-01 | 51.535848447415700 |
| 2008-01-01 | 51.454075503964400 |
| 2008-02-01 | 51.803702197253900 |
| 2008-03-01 | 51.613995269971000 |
| 2008-04-01 | 51.281814548601700 |
| 2008-05-01 | 51.113436637037790 |
| 2008-06-01 | 50.828881875890600 |
| 2008-07-01 | 50.322177332801710 |
| 2008-08-01 | 49.898598932957300 |
| 2008-09-01 | 49.482751124555996 |
| 2008-10-01 | 48.930431589005096 |
| 2008-11-01 | 48.015409924068900 |
| 2008-12-01 | 47.854235701691294 |
| 2009-01-01 | 47.195997380053900 |
| 2009-02-01 | 46.412092617709796 |
| 2009-03-01 | 45.772772361544400 |
| 2009-04-01 | 45.147358792653210 |
| 2009-05-01 | 44.818215198491790 |
| 2009-06-01 | 44.692866009613500 |
| 2009-07-01 | 45.005033230173000 |
| 2009-08-01 | 44.783099535158700 |
| 2009-09-01 | 44.797030260766110 |
| 2009-10-01 | 44.530001926397600 |
| 2009-11-01 | 44.754044334637300 |
| 2009-12-01 | 44.701226502747710 |
| 2010-01-01 | 44.326789694662104 |
| 2010-02-01 | 44.686455087260896 |
| 2010-03-01 | 44.678857562700100 |
| 2010-04-01 | 45.510816903896400 |
| 2010-05-01 | 45.522896455329890 |
| 2010-06-01 | 45.629545538528400 |
| 2010-07-01 | 45.578615365755600 |
| 2010-08-01 | 45.924126775191900 |
| 2010-09-01 | 45.785487391958000 |
| 2010-10-01 | 45.850252033176700 |
| 2010-11-01 | 46.016627814682600 |
| 2010-12-01 | 45.730009671434296 |
| 2011-01-01 | 46.359806089541700 |
| 2011-02-01 | 46.556566511075710 |
| 2011-03-01 | 46.852457659265006 |
| 2011-04-01 | 46.963883220698000 |
| 2011-05-01 | 46.685506253674600 |
| 2011-06-01 | 46.630909135508396 |
| 2011-07-01 | 46.735890098155900 |
| 2011-08-01 | 46.889434317398700 |
| 2011-09-01 | 47.129321116906700 |
| 2011-10-01 | 46.938390137613105 |
| 2011-11-01 | 46.968858498140400 |
| 2011-12-01 | 47.359319803347304 |
| 2012-01-01 | 47.700316799646000 |
| 2012-02-01 | 48.018187003612006 |
| 2012-03-01 | 47.817667682795204 |
| 2012-04-01 | 47.424246552351400 |
| 2012-05-01 | 47.434567960723500 |
| 2012-06-01 | 47.415107999027100 |
| 2012-07-01 | 47.478037381279790 |
| 2012-08-01 | 47.206366662845200 |
| 2012-09-01 | 47.089841288274790 |
| 2012-10-01 | 47.308513306929704 |
| 2012-11-01 | 47.003101645351100 |
| 2012-12-01 | 47.114424448700596 |
| 2013-01-01 | 47.126508185238290 |
| 2013-02-01 | 47.225299477044295 |
| 2013-03-01 | 46.843586598334700 |
| 2013-04-01 | 47.222694427651604 |
| 2013-05-01 | 47.271423760924400 |
| 2013-06-01 | 47.296122469783500 |
| 2013-07-01 | 47.105186746587200 |
| 2013-08-01 | 47.449859786290396 |
| 2013-09-01 | 47.660808895332790 |
| 2013-10-01 | 47.657147418069705 |
| 2013-11-01 | 48.033663375492104 |
| 2013-12-01 | 47.727427824928400 |
| 2014-01-01 | 48.113389489447606 |
| 2014-02-01 | 47.950135345677700 |
| 2014-03-01 | 48.210825411247300 |
| 2014-04-01 | 48.530274670509904 |
| 2014-05-01 | 48.493136555995996 |
| 2014-06-01 | 48.871015248034404 |
| 2014-07-01 | 49.133671374985300 |
| 2014-08-01 | 49.284833606894000 |
| 2014-09-01 | 49.118306486136596 |
| 2014-10-01 | 49.411769080305700 |
| 2014-11-01 | 49.439420154066500 |
| 2014-12-01 | 49.622079210821894 |
| 2015-01-01 | 49.302022412656800 |
| 2015-02-01 | 49.089340588696395 |
| 2015-03-01 | 49.538493911753300 |
| 2015-04-01 | 49.837528594032300 |
| 2015-05-01 | 50.431810410829000 |
| 2015-06-01 | 50.548868474204400 |
| 2015-07-01 | 50.799611012654400 |
| 2015-08-01 | 50.624141036386995 |
| 2015-09-01 | 50.777146683515900 |
| 2015-10-01 | 50.881624226531200 |
| 2015-11-01 | 50.840083908333600 |
| 2015-12-01 | 50.868625771420895 |
| 2016-01-01 | 51.217019515475210 |
| 2016-02-01 | 51.254304465396610 |
| 2016-03-01 | 51.868411216739700 |
| 2016-04-01 | 50.829510466641000 |
| 2016-05-01 | 50.789873713667100 |
| 2016-06-01 | 50.353657743100100 |
| 2016-07-01 | 50.712556056471904 |
| 2016-08-01 | 50.485450277727296 |
| 2016-09-01 | 50.610570215084100 |
| 2016-10-01 | 50.397375056212304 |
| 2016-11-01 | 50.394600457192794 |
| 2016-12-01 | 50.413242259903406 |
| 2017-01-01 | 50.177972077950294 |
| 2017-02-01 | 50.543862316798894 |
| 2017-03-01 | 50.715995472545096 |
| 2017-04-01 | 51.047564900846700 |
| 2017-05-01 | 51.219102081966200 |
| 2017-06-01 | 51.191918287725706 |
| 2017-07-01 | 51.121942015302295 |
| 2017-08-01 | 51.438409821674995 |
| 2017-09-01 | 51.328976774729995 |
| 2017-10-01 | 51.764547374148290 |
| 2017-11-01 | 51.910405786559200 |
| 2017-12-01 | 51.215055619066000 |
| 2018-01-01 | 52.178905329518200 |
| 2018-02-01 | 52.292728174168610 |
| 2018-03-01 | 52.654826665013700 |
| 2018-04-01 | 52.275674131632300 |
| 2018-05-01 | 52.155258406527900 |
| 2018-06-01 | 52.348029286441005 |
| 2018-07-01 | 51.937325419607700 |
| 2018-08-01 | 52.160499468527895 |
| 2018-09-01 | 52.363969462424900 |
| 2018-10-01 | 52.224481119770400 |
| 2018-11-01 | 52.541894966021790 |
| 2018-12-01 | 52.451761040211494 |
| 2019-01-01 | 52.180153593478096 |
| 2019-02-01 | 52.176297602250500 |
| 2019-03-01 | 52.145035265825100 |
| 2019-04-01 | 52.628467145973794 |
| 2019-05-01 | 53.141707951684200 |
| 2019-06-01 | 52.599464245185004 |
| 2019-07-01 | 52.650603808543300 |
| 2019-08-01 | 52.358689234538296 |
| 2019-09-01 | 52.392635722532205 |
| 2019-10-01 | 51.985822113762800 |
| 2019-11-01 | 51.817248805847100 |
| 2019-12-01 | 52.333716377738200 |
| 2020-01-01 | 52.713935982507294 |
| 2020-02-01 | 52.746072084533004 |
| 2020-03-01 | 52.869572959411290 |
| 2020-04-01 | 47.053527409957700 |
| 2020-05-01 | 47.684468993825000 |
| 2020-06-01 | 48.637772549685900 |
| 2020-07-01 | 49.582295868078900 |
| 2020-08-01 | 49.963241192100200 |
| 2020-09-01 | 50.625958477655104 |
| 2020-10-01 | 51.474238848147294 |
| 2020-11-01 | 51.752953040521795 |
| 2020-12-01 | 51.800608660183900 |
| 2021-01-01 | 51.513917487582700 |
| 2021-02-01 | 51.203217637427500 |
| 2021-03-01 | 51.318783385984000 |
| 2021-04-01 | 51.210339950996100 |
| 2021-05-01 | 51.398676090715290 |
| 2021-06-01 | 51.127841841260010 |
| 2021-07-01 | 51.478793446734400 |
| 2021-08-01 | 51.760749691205300 |
| 2021-09-01 | 51.533179094618700 |
| 2021-10-01 | 52.072495121426790 |
| 2021-11-01 | 52.303874191595000 |
| 2021-12-01 | 52.292087680612000 |
| 2022-01-01 | 52.608237755357900 |
| 2022-02-01 | 52.824709426042300 |
| 2022-03-01 | 52.889077309184100 |
| 2022-04-01 | 52.816007953371800 |
| 2022-05-01 | 52.648597961001606 |
| 2022-06-01 | 52.998214709013700 |
| 2022-07-01 | 52.697643690424000 |
| 2022-08-01 | 52.762676909726800 |
| 2022-09-01 | 53.251374166201000 |
| 2022-10-01 | 52.502273621884700 |
| 2022-11-01 | 52.383611735168294 |
| 2022-12-01 | 52.019423752917400 |
| 2023-01-01 | 52.807712483989500 |
| 2023-02-01 | 53.014853660882500 |
| 2023-03-01 | 53.307875417940700 |
| 2023-04-01 | 52.903316741737000 |
| 2023-05-01 | 52.701745833890800 |
| 2023-06-01 | 52.442837786092504 |
| 2023-07-01 | 52.144045762998000 |
| 2023-08-01 | 52.092712103061100 |
| 2023-09-01 | 51.924345464057890 |
| 2023-10-01 | 51.963993539085500 |
| 2023-11-01 | 51.867020305719800 |
| 2023-12-01 | 51.320046565961505 |
| 2024-01-01 | 51.603217549723100 |
| 2024-02-01 | 51.733071378974400 |
| 2024-03-01 | 51.520908635925394 |
| 2024-04-01 | 51.258601789172790 |
| 2024-05-01 | 51.451930856900700 |
| 2024-06-01 | 51.304122051959105 |
| 2024-07-01 | 51.177254914332500 |
| 2024-08-01 | 50.922614189261296 |
| 2024-09-01 | 51.099714568335510 |
| 2024-10-01 | 50.728448819147000 |
| 2024-11-01 | 50.644132589933900 |
| 2024-12-01 | 50.586149598633900 |