Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dayton, OH (MSA)
| 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 2024-10-01 |
| Last Updated | 2024-11-20 4:59 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 | 18.677324285154000 |
| 1990-02-01 | 18.717073104932300 |
| 1990-03-01 | 18.781854242938900 |
| 1990-04-01 | 18.947956723097000 |
| 1990-05-01 | 19.128563570310103 |
| 1990-06-01 | 19.274149709619900 |
| 1990-07-01 | 19.237668483757000 |
| 1990-08-01 | 19.218005294799898 |
| 1990-09-01 | 19.189396273488500 |
| 1990-10-01 | 19.077769664485400 |
| 1990-11-01 | 19.061515237894900 |
| 1990-12-01 | 18.836820486954800 |
| 1991-01-01 | 18.762907074265100 |
| 1991-02-01 | 18.598787039153198 |
| 1991-03-01 | 18.585052042541896 |
| 1991-04-01 | 18.565111478618697 |
| 1991-05-01 | 18.520070997326000 |
| 1991-06-01 | 18.476952703865102 |
| 1991-07-01 | 18.426033729252000 |
| 1991-08-01 | 18.300272540325700 |
| 1991-09-01 | 18.285860458830700 |
| 1991-10-01 | 18.279374687518803 |
| 1991-11-01 | 18.153242837560303 |
| 1991-12-01 | 18.043849626587500 |
| 1992-01-01 | 17.961490639494800 |
| 1992-02-01 | 17.985934117088700 |
| 1992-03-01 | 18.104400728724700 |
| 1992-04-01 | 18.182163998023398 |
| 1992-05-01 | 18.104284156730500 |
| 1992-06-01 | 18.094942086463000 |
| 1992-07-01 | 18.022529554539100 |
| 1992-08-01 | 17.987403832734397 |
| 1992-09-01 | 17.781115340326900 |
| 1992-10-01 | 17.984436652255400 |
| 1992-11-01 | 17.850662652078302 |
| 1992-12-01 | 18.147936686774102 |
| 1993-01-01 | 18.149081249143897 |
| 1993-02-01 | 18.158537686739898 |
| 1993-03-01 | 18.124955131390700 |
| 1993-04-01 | 17.898812987170600 |
| 1993-05-01 | 17.775846355247600 |
| 1993-06-01 | 17.805355912337100 |
| 1993-07-01 | 17.818355587252103 |
| 1993-08-01 | 17.870697595950602 |
| 1993-09-01 | 17.878470267678700 |
| 1993-10-01 | 17.892377339832100 |
| 1993-11-01 | 17.950293665241002 |
| 1993-12-01 | 18.066690529562102 |
| 1994-01-01 | 18.143894902390400 |
| 1994-02-01 | 18.151847733487198 |
| 1994-03-01 | 18.156961475859000 |
| 1994-04-01 | 17.802637401397300 |
| 1994-05-01 | 17.737348536004898 |
| 1994-06-01 | 17.709196354761000 |
| 1994-07-01 | 17.808389382074303 |
| 1994-08-01 | 17.850895383348803 |
| 1994-09-01 | 17.876759384995600 |
| 1994-10-01 | 18.000983792917896 |
| 1994-11-01 | 18.158669311852300 |
| 1994-12-01 | 18.292134386359500 |
| 1995-01-01 | 18.046319802490398 |
| 1995-02-01 | 18.162062296409400 |
| 1995-03-01 | 18.183460062846800 |
| 1995-04-01 | 18.489689098962500 |
| 1995-05-01 | 18.706614123932198 |
| 1995-06-01 | 18.705405663563400 |
| 1995-07-01 | 18.810316896239100 |
| 1995-08-01 | 18.956454675083900 |
| 1995-09-01 | 19.093560666082602 |
| 1995-10-01 | 19.010686721666698 |
| 1995-11-01 | 19.069226572368700 |
| 1995-12-01 | 19.121096915857102 |
| 1996-01-01 | 19.343644142028800 |
| 1996-02-01 | 19.452969123907700 |
| 1996-03-01 | 19.284822037088002 |
| 1996-04-01 | 19.653720040749500 |
| 1996-05-01 | 19.869301896217397 |
| 1996-06-01 | 19.983508840147500 |
| 1996-07-01 | 20.016663211484300 |
| 1996-08-01 | 20.080217684018000 |
| 1996-09-01 | 20.319268359084898 |
| 1996-10-01 | 20.125833123882500 |
| 1996-11-01 | 20.194663281488200 |
| 1996-12-01 | 20.144301675193898 |
| 1997-01-01 | 20.344048076542100 |
| 1997-02-01 | 20.349335169170303 |
| 1997-03-01 | 20.458777126964700 |
| 1997-04-01 | 20.810518165176898 |
| 1997-05-01 | 20.841230403239200 |
| 1997-06-01 | 20.836029119161900 |
| 1997-07-01 | 21.132811746872700 |
| 1997-08-01 | 21.227597248441300 |
| 1997-09-01 | 21.156262598835700 |
| 1997-10-01 | 21.351417723536700 |
| 1997-11-01 | 21.323705593313400 |
| 1997-12-01 | 21.450427752897600 |
| 1998-01-01 | 21.335936490298900 |
| 1998-02-01 | 21.232654859442500 |
| 1998-03-01 | 21.323674010722197 |
| 1998-04-01 | 21.071867372612697 |
| 1998-05-01 | 21.031413916651800 |
| 1998-06-01 | 21.084642009027900 |
| 1998-07-01 | 20.632050391750102 |
| 1998-08-01 | 20.950900397805700 |
| 1998-09-01 | 21.094879449026300 |
| 1998-10-01 | 21.180232930854600 |
| 1998-11-01 | 21.150084264048800 |
| 1998-12-01 | 21.143983820149103 |
| 1999-01-01 | 20.429120161833400 |
| 1999-02-01 | 20.636608998863900 |
| 1999-03-01 | 20.605079978422502 |
| 1999-04-01 | 21.349662728781700 |
| 1999-05-01 | 21.442843578489000 |
| 1999-06-01 | 21.447682183217200 |
| 1999-07-01 | 21.352957897509400 |
| 1999-08-01 | 21.276392946738802 |
| 1999-09-01 | 21.125600237701100 |
| 1999-10-01 | 21.308444517374802 |
| 1999-11-01 | 21.370993910516700 |
| 1999-12-01 | 21.432991031342500 |
| 2000-01-01 | 20.802230334904500 |
| 2000-02-01 | 20.821342760650100 |
| 2000-03-01 | 20.787476625762103 |
| 2000-04-01 | 20.852601005481100 |
| 2000-05-01 | 21.059369873557998 |
| 2000-06-01 | 20.823912522184300 |
| 2000-07-01 | 20.843855133343400 |
| 2000-08-01 | 20.858184247191698 |
| 2000-09-01 | 21.042037214028603 |
| 2000-10-01 | 21.125822689825302 |
| 2000-11-01 | 21.281927345541200 |
| 2000-12-01 | 21.332276235157900 |
| 2001-01-01 | 21.265820837058600 |
| 2001-02-01 | 21.317914506696300 |
| 2001-03-01 | 21.377705651600900 |
| 2001-04-01 | 21.450880496048800 |
| 2001-05-01 | 21.277651038962500 |
| 2001-06-01 | 21.422273335458897 |
| 2001-07-01 | 21.233789913768200 |
| 2001-08-01 | 21.234703751752697 |
| 2001-09-01 | 21.047853386022500 |
| 2001-10-01 | 20.930926770401400 |
| 2001-11-01 | 20.876059316298200 |
| 2001-12-01 | 20.831963562494800 |
| 2002-01-01 | 20.955005007423600 |
| 2002-02-01 | 20.852046625665400 |
| 2002-03-01 | 20.813131925818500 |
| 2002-04-01 | 20.386763309997498 |
| 2002-05-01 | 20.788821385863500 |
| 2002-06-01 | 20.522327638025500 |
| 2002-07-01 | 20.493868124219000 |
| 2002-08-01 | 20.376073897865400 |
| 2002-09-01 | 20.339667822935603 |
| 2002-10-01 | 19.714916280196200 |
| 2002-11-01 | 20.062356078381400 |
| 2002-12-01 | 20.030478599555900 |
| 2003-01-01 | 20.452558266138300 |
| 2003-02-01 | 20.390357535205800 |
| 2003-03-01 | 20.445448481137200 |
| 2003-04-01 | 20.416033466052200 |
| 2003-05-01 | 20.391525937585800 |
| 2003-06-01 | 20.336096521254397 |
| 2003-07-01 | 20.762261780635100 |
| 2003-08-01 | 20.951368601019500 |
| 2003-09-01 | 20.942200591094302 |
| 2003-10-01 | 21.125648256921500 |
| 2003-11-01 | 21.162604068476302 |
| 2003-12-01 | 20.909840841136600 |
| 2004-01-01 | 20.649097429508700 |
| 2004-02-01 | 20.793073976684600 |
| 2004-03-01 | 20.865183060968498 |
| 2004-04-01 | 20.946864036113800 |
| 2004-05-01 | 21.010390228269500 |
| 2004-06-01 | 21.052551133799803 |
| 2004-07-01 | 21.039516281112498 |
| 2004-08-01 | 21.031089032765898 |
| 2004-09-01 | 21.028083329913898 |
| 2004-10-01 | 21.120280065720998 |
| 2004-11-01 | 21.246846997406700 |
| 2004-12-01 | 21.287878251602603 |
| 2005-01-01 | 21.139295800440300 |
| 2005-02-01 | 21.190407415087897 |
| 2005-03-01 | 21.187554585405604 |
| 2005-04-01 | 21.380276261963100 |
| 2005-05-01 | 21.531021484087100 |
| 2005-06-01 | 21.469276992707698 |
| 2005-07-01 | 21.420073090555302 |
| 2005-08-01 | 21.423654800861897 |
| 2005-09-01 | 21.415851484696700 |
| 2005-10-01 | 21.319258321196000 |
| 2005-11-01 | 21.231446610397000 |
| 2005-12-01 | 21.263131464824802 |
| 2006-01-01 | 21.339394430904200 |
| 2006-02-01 | 21.379586978369000 |
| 2006-03-01 | 21.412122606651900 |
| 2006-04-01 | 21.314090821877603 |
| 2006-05-01 | 21.253372986493602 |
| 2006-06-01 | 21.175508395157800 |
| 2006-07-01 | 21.302177135664802 |
| 2006-08-01 | 21.208487252143100 |
| 2006-09-01 | 21.089182809630700 |
| 2006-10-01 | 21.209722246622600 |
| 2006-11-01 | 21.322312367591800 |
| 2006-12-01 | 21.551370190005800 |
| 2007-01-01 | 21.540076505806102 |
| 2007-02-01 | 21.570768447512500 |
| 2007-03-01 | 21.535987573366300 |
| 2007-04-01 | 21.432582411837302 |
| 2007-05-01 | 21.473347928840802 |
| 2007-06-01 | 21.594119155023602 |
| 2007-07-01 | 21.485158084740895 |
| 2007-08-01 | 21.587247782508804 |
| 2007-09-01 | 21.782085918702897 |
| 2007-10-01 | 21.807278346277800 |
| 2007-11-01 | 21.927236038561396 |
| 2007-12-01 | 21.951140820921600 |
| 2008-01-01 | 21.941143488884300 |
| 2008-02-01 | 21.960314816943100 |
| 2008-03-01 | 22.051541142354600 |
| 2008-04-01 | 22.131399853711200 |
| 2008-05-01 | 22.190618099223105 |
| 2008-06-01 | 22.314718792920104 |
| 2008-07-01 | 22.380410353966198 |
| 2008-08-01 | 22.358103003427100 |
| 2008-09-01 | 22.478223525266102 |
| 2008-10-01 | 22.196671390658604 |
| 2008-11-01 | 21.723993219386397 |
| 2008-12-01 | 21.865914377596603 |
| 2009-01-01 | 21.869812959131200 |
| 2009-02-01 | 21.780555255156003 |
| 2009-03-01 | 21.577756109237400 |
| 2009-04-01 | 21.429727404579300 |
| 2009-05-01 | 21.265039511517397 |
| 2009-06-01 | 21.213605730708100 |
| 2009-07-01 | 21.255955637158802 |
| 2009-08-01 | 21.102317226755396 |
| 2009-09-01 | 21.169677282574200 |
| 2009-10-01 | 21.172927404288500 |
| 2009-11-01 | 21.319869168029100 |
| 2009-12-01 | 21.296733278576300 |
| 2010-01-01 | 21.018562624971600 |
| 2010-02-01 | 21.015285927456897 |
| 2010-03-01 | 21.006083366907300 |
| 2010-04-01 | 21.118994050299800 |
| 2010-05-01 | 21.128798188408503 |
| 2010-06-01 | 21.109542168255300 |
| 2010-07-01 | 21.041715684352802 |
| 2010-08-01 | 21.164799420446300 |
| 2010-09-01 | 21.078190009415800 |
| 2010-10-01 | 21.056945040698500 |
| 2010-11-01 | 21.108978933880700 |
| 2010-12-01 | 21.030757523481697 |
| 2011-01-01 | 21.363470617217800 |
| 2011-02-01 | 21.338270480574000 |
| 2011-03-01 | 21.427388758636600 |
| 2011-04-01 | 21.395868303327198 |
| 2011-05-01 | 21.386988901276200 |
| 2011-06-01 | 21.299541643147602 |
| 2011-07-01 | 21.322189608828303 |
| 2011-08-01 | 21.328740129049700 |
| 2011-09-01 | 21.405512004398400 |
| 2011-10-01 | 21.248564890836000 |
| 2011-11-01 | 21.392979859684400 |
| 2011-12-01 | 21.566791216618398 |
| 2012-01-01 | 21.499798564145800 |
| 2012-02-01 | 21.668655260294198 |
| 2012-03-01 | 21.745901692762700 |
| 2012-04-01 | 21.786724093966104 |
| 2012-05-01 | 21.848330867229400 |
| 2012-06-01 | 21.881328326402700 |
| 2012-07-01 | 21.997562358881897 |
| 2012-08-01 | 22.108466023640105 |
| 2012-09-01 | 22.035263886496100 |
| 2012-10-01 | 22.342623248596503 |
| 2012-11-01 | 22.168617269395900 |
| 2012-12-01 | 22.198279289969600 |
| 2013-01-01 | 22.325984303433298 |
| 2013-02-01 | 22.401848658741496 |
| 2013-03-01 | 22.363941944946700 |
| 2013-04-01 | 22.388078907444896 |
| 2013-05-01 | 22.421791422221700 |
| 2013-06-01 | 22.460566614758800 |
| 2013-07-01 | 22.256727985568500 |
| 2013-08-01 | 22.287181932856100 |
| 2013-09-01 | 22.362834369847302 |
| 2013-10-01 | 22.321193411589302 |
| 2013-11-01 | 22.343855825821098 |
| 2013-12-01 | 22.132215918049997 |
| 2014-01-01 | 22.047884360887200 |
| 2014-02-01 | 22.147077288351700 |
| 2014-03-01 | 22.089651061256800 |
| 2014-04-01 | 22.313194244888102 |
| 2014-05-01 | 22.296048334462900 |
| 2014-06-01 | 22.333132941851100 |
| 2014-07-01 | 22.411427013839198 |
| 2014-08-01 | 22.376551117347397 |
| 2014-09-01 | 22.372791929547898 |
| 2014-10-01 | 22.397366236696300 |
| 2014-11-01 | 22.522910011880196 |
| 2014-12-01 | 22.565666870616800 |
| 2015-01-01 | 22.564253931299600 |
| 2015-02-01 | 22.480987139013600 |
| 2015-03-01 | 22.611973786368200 |
| 2015-04-01 | 22.436981740109402 |
| 2015-05-01 | 22.674079560809396 |
| 2015-06-01 | 22.715250698118002 |
| 2015-07-01 | 22.865495310454804 |
| 2015-08-01 | 22.758491984916898 |
| 2015-09-01 | 22.675614590251400 |
| 2015-10-01 | 22.784302863772997 |
| 2015-11-01 | 22.818956266868600 |
| 2015-12-01 | 22.897771140136104 |
| 2016-01-01 | 23.079146092586303 |
| 2016-02-01 | 23.009859125985700 |
| 2016-03-01 | 23.326419419656500 |
| 2016-04-01 | 22.957032610038200 |
| 2016-05-01 | 22.945216017408700 |
| 2016-06-01 | 22.898057986042200 |
| 2016-07-01 | 23.122913887693898 |
| 2016-08-01 | 23.239114991083103 |
| 2016-09-01 | 23.375843145254102 |
| 2016-10-01 | 23.481380562141400 |
| 2016-11-01 | 23.533560372300702 |
| 2016-12-01 | 23.627506490209104 |
| 2017-01-01 | 23.597288344570497 |
| 2017-02-01 | 23.726026863029300 |
| 2017-03-01 | 23.741734067261500 |
| 2017-04-01 | 23.970609268838395 |
| 2017-05-01 | 24.114682006643800 |
| 2017-06-01 | 24.085519570172895 |
| 2017-07-01 | 24.082606867710400 |
| 2017-08-01 | 24.114279998550100 |
| 2017-09-01 | 24.173157208768895 |
| 2017-10-01 | 24.280075588884802 |
| 2017-11-01 | 24.360331818226200 |
| 2017-12-01 | 24.350513171303803 |
| 2018-01-01 | 24.524709185735997 |
| 2018-02-01 | 24.633860789423700 |
| 2018-03-01 | 24.759999477608400 |
| 2018-04-01 | 24.780224130768598 |
| 2018-05-01 | 24.876477549905502 |
| 2018-06-01 | 24.962807035914900 |
| 2018-07-01 | 25.154335748087600 |
| 2018-08-01 | 25.292739212417302 |
| 2018-09-01 | 25.480512081472398 |
| 2018-10-01 | 25.483447308078900 |
| 2018-11-01 | 25.580668232706800 |
| 2018-12-01 | 25.671883202463302 |
| 2019-01-01 | 25.849364601922500 |
| 2019-02-01 | 26.033416975077500 |
| 2019-03-01 | 26.180212325938800 |
| 2019-04-01 | 26.287606078669896 |
| 2019-05-01 | 26.346012692009800 |
| 2019-06-01 | 26.438507540531504 |
| 2019-07-01 | 26.535462637035103 |
| 2019-08-01 | 26.576983412032300 |
| 2019-09-01 | 26.577916201693500 |
| 2019-10-01 | 26.584943940112800 |
| 2019-11-01 | 26.691579001481500 |
| 2019-12-01 | 26.879013960940600 |
| 2020-01-01 | 26.973999541640300 |
| 2020-02-01 | 27.038906574068800 |
| 2020-03-01 | 27.091567323273395 |
| 2020-04-01 | 25.518276171672696 |
| 2020-05-01 | 26.033276211045800 |
| 2020-06-01 | 26.414237213292303 |
| 2020-07-01 | 26.534231538566605 |
| 2020-08-01 | 26.474684479126502 |
| 2020-09-01 | 26.569227408742300 |
| 2020-10-01 | 26.773427818632303 |
| 2020-11-01 | 26.784480096960696 |
| 2020-12-01 | 27.169430679655104 |
| 2021-01-01 | 26.987600041997800 |
| 2021-02-01 | 27.040195107660104 |
| 2021-03-01 | 27.305995784119300 |
| 2021-04-01 | 27.445316644232896 |
| 2021-05-01 | 27.632328240810200 |
| 2021-06-01 | 27.491915596046600 |
| 2021-07-01 | 27.538376036337400 |
| 2021-08-01 | 27.578002557569103 |
| 2021-09-01 | 27.563667971908004 |
| 2021-10-01 | 27.651453112098302 |
| 2021-11-01 | 27.870423278817200 |
| 2021-12-01 | 27.956975289379500 |
| 2022-01-01 | 28.103393074751800 |
| 2022-02-01 | 28.132634540280900 |
| 2022-03-01 | 28.217009161704100 |
| 2022-04-01 | 28.279171603085604 |
| 2022-05-01 | 28.243866657865000 |
| 2022-06-01 | 28.677683417411900 |
| 2022-07-01 | 28.742705469463100 |
| 2022-08-01 | 28.986310869163000 |
| 2022-09-01 | 29.268641524573102 |
| 2022-10-01 | 29.325815960787000 |
| 2022-11-01 | 29.446151112536302 |
| 2022-12-01 | 29.553314614304600 |
| 2023-01-01 | 29.712720635042000 |
| 2023-02-01 | 29.815554557963800 |
| 2023-03-01 | 30.029853092006000 |
| 2023-04-01 | 30.014141554233900 |
| 2023-05-01 | 30.058976390338103 |
| 2023-06-01 | 30.065403742694100 |
| 2023-07-01 | 30.146349089378600 |
| 2023-08-01 | 30.198030934644603 |
| 2023-09-01 | 30.149498569816900 |
| 2023-10-01 | 30.302175761486200 |
| 2023-11-01 | 30.426421702221800 |
| 2023-12-01 | 30.152522408453102 |
| 2024-01-01 | 30.020090823379000 |
| 2024-02-01 | 30.112285709333000 |
| 2024-03-01 | 29.932479547097802 |
| 2024-04-01 | 29.841236353204200 |
| 2024-05-01 | 30.075337734248000 |
| 2024-06-01 | 30.162476485672897 |
| 2024-07-01 | 30.147783939741100 |
| 2024-08-01 | 29.908209663235300 |
| 2024-09-01 | 30.233568447294303 |
| 2024-10-01 | 30.184006977795600 |
