Table Data - All Employees: Leisure and Hospitality in Dayton, OH (MSA)
| Title | All Employees: Leisure and Hospitality in Dayton, OH (MSA) |
|---|---|
| Series ID | DAYT339LEIH |
| 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 | 33.372982891636800 |
| 1990-02-01 | 33.526480497464200 |
| 1990-03-01 | 33.548990619035600 |
| 1990-04-01 | 33.766380660364106 |
| 1990-05-01 | 33.708207397831300 |
| 1990-06-01 | 33.794169113247800 |
| 1990-07-01 | 33.816727867231100 |
| 1990-08-01 | 33.651438314368400 |
| 1990-09-01 | 34.358893840292600 |
| 1990-10-01 | 33.840172611839200 |
| 1990-11-01 | 33.719145911065800 |
| 1990-12-01 | 34.005893653470600 |
| 1991-01-01 | 33.786793647669400 |
| 1991-02-01 | 33.419054598750200 |
| 1991-03-01 | 33.339320511945600 |
| 1991-04-01 | 33.140738650825100 |
| 1991-05-01 | 32.688333690218900 |
| 1991-06-01 | 32.590171678475200 |
| 1991-07-01 | 33.333164403182300 |
| 1991-08-01 | 33.468311530768700 |
| 1991-09-01 | 33.998306502547500 |
| 1991-10-01 | 33.339237125515000 |
| 1991-11-01 | 33.311409902819900 |
| 1991-12-01 | 33.415507015543400 |
| 1992-01-01 | 33.412882088396200 |
| 1992-02-01 | 33.603109085621300 |
| 1992-03-01 | 33.600586146810606 |
| 1992-04-01 | 33.796725008358000 |
| 1992-05-01 | 33.952013463088000 |
| 1992-06-01 | 33.985186468927004 |
| 1992-07-01 | 33.869083223276604 |
| 1992-08-01 | 33.894529002635100 |
| 1992-09-01 | 33.850877123441500 |
| 1992-10-01 | 33.744177200698900 |
| 1992-11-01 | 33.808315369286200 |
| 1992-12-01 | 33.637149085734600 |
| 1993-01-01 | 34.053264890277400 |
| 1993-02-01 | 34.365660248905000 |
| 1993-03-01 | 34.062055648073600 |
| 1993-04-01 | 33.619214991775100 |
| 1993-05-01 | 33.920275583584900 |
| 1993-06-01 | 33.573039860819400 |
| 1993-07-01 | 34.302382005461500 |
| 1993-08-01 | 34.530628134122300 |
| 1993-09-01 | 34.697021314327300 |
| 1993-10-01 | 35.061948029255200 |
| 1993-11-01 | 35.436801346894896 |
| 1993-12-01 | 35.370112544915100 |
| 1994-01-01 | 35.368557697450500 |
| 1994-02-01 | 35.608558340782790 |
| 1994-03-01 | 35.598658469011700 |
| 1994-04-01 | 36.152621488339290 |
| 1994-05-01 | 36.219681157786496 |
| 1994-06-01 | 36.180303502406204 |
| 1994-07-01 | 36.021517330344700 |
| 1994-08-01 | 35.672029062646000 |
| 1994-09-01 | 35.814911474294604 |
| 1994-10-01 | 36.169101105369390 |
| 1994-11-01 | 36.166895550321200 |
| 1994-12-01 | 36.577379840715295 |
| 1995-01-01 | 35.898300993116900 |
| 1995-02-01 | 35.957996254414300 |
| 1995-03-01 | 36.170569326640400 |
| 1995-04-01 | 36.003421346875500 |
| 1995-05-01 | 35.941501443985790 |
| 1995-06-01 | 35.689455572498600 |
| 1995-07-01 | 35.203131537395500 |
| 1995-08-01 | 35.300146838718500 |
| 1995-09-01 | 35.405584620472496 |
| 1995-10-01 | 35.274893146480700 |
| 1995-11-01 | 35.202916423246400 |
| 1995-12-01 | 35.358006068497890 |
| 1996-01-01 | 34.010201994913800 |
| 1996-02-01 | 33.942361150920000 |
| 1996-03-01 | 33.752454871583900 |
| 1996-04-01 | 35.106277550214300 |
| 1996-05-01 | 34.697704327763200 |
| 1996-06-01 | 35.023369194360200 |
| 1996-07-01 | 35.141417434682200 |
| 1996-08-01 | 35.185531216488800 |
| 1996-09-01 | 35.147807948604700 |
| 1996-10-01 | 34.970669810638110 |
| 1996-11-01 | 34.840592440242300 |
| 1996-12-01 | 35.037235949227500 |
| 1997-01-01 | 35.724285019372500 |
| 1997-02-01 | 35.861131833533300 |
| 1997-03-01 | 35.873045526432400 |
| 1997-04-01 | 36.047917079449000 |
| 1997-05-01 | 35.954080286136204 |
| 1997-06-01 | 35.957954135307700 |
| 1997-07-01 | 35.842101735982396 |
| 1997-08-01 | 35.715296644978710 |
| 1997-09-01 | 35.867107376476400 |
| 1997-10-01 | 35.959028156420295 |
| 1997-11-01 | 36.277128688774795 |
| 1997-12-01 | 36.170110849129400 |
| 1998-01-01 | 35.436909196226500 |
| 1998-02-01 | 35.519272804445400 |
| 1998-03-01 | 35.501908740924400 |
| 1998-04-01 | 35.198461878995790 |
| 1998-05-01 | 35.484608087595600 |
| 1998-06-01 | 35.493218259015900 |
| 1998-07-01 | 34.621484282430700 |
| 1998-08-01 | 35.415829350292896 |
| 1998-09-01 | 35.376116211605000 |
| 1998-10-01 | 35.444201437343200 |
| 1998-11-01 | 35.713496759225900 |
| 1998-12-01 | 35.733386316716110 |
| 1999-01-01 | 34.567617857392000 |
| 1999-02-01 | 35.308003978819200 |
| 1999-03-01 | 35.257525197274000 |
| 1999-04-01 | 35.226762514099100 |
| 1999-05-01 | 34.862715177619300 |
| 1999-06-01 | 34.607485704966500 |
| 1999-07-01 | 35.407860486188895 |
| 1999-08-01 | 35.399031847752106 |
| 1999-09-01 | 35.411268643261400 |
| 1999-10-01 | 35.343012266578300 |
| 1999-11-01 | 35.245653014122700 |
| 1999-12-01 | 35.322169257947900 |
| 2000-01-01 | 35.401096922040700 |
| 2000-02-01 | 35.410776586163800 |
| 2000-03-01 | 35.412645576752794 |
| 2000-04-01 | 35.223137749819400 |
| 2000-05-01 | 35.612227439065000 |
| 2000-06-01 | 35.093697696525200 |
| 2000-07-01 | 35.015945715423400 |
| 2000-08-01 | 35.083859154021800 |
| 2000-09-01 | 35.161091234468195 |
| 2000-10-01 | 35.374900848957000 |
| 2000-11-01 | 35.308862551629890 |
| 2000-12-01 | 35.214463945058796 |
| 2001-01-01 | 34.012815749071500 |
| 2001-02-01 | 34.275924242972195 |
| 2001-03-01 | 34.559595333155606 |
| 2001-04-01 | 34.802189766661200 |
| 2001-05-01 | 34.951353403512805 |
| 2001-06-01 | 34.966933800247200 |
| 2001-07-01 | 35.268549043985296 |
| 2001-08-01 | 35.283998521929895 |
| 2001-09-01 | 34.925752265453200 |
| 2001-10-01 | 34.627010889238200 |
| 2001-11-01 | 34.465994885617110 |
| 2001-12-01 | 34.504745906503800 |
| 2002-01-01 | 34.722234556560700 |
| 2002-02-01 | 34.608622382522896 |
| 2002-03-01 | 34.587647131885500 |
| 2002-04-01 | 34.759056076145804 |
| 2002-05-01 | 34.689306691616800 |
| 2002-06-01 | 34.626614015752200 |
| 2002-07-01 | 34.765921795101600 |
| 2002-08-01 | 34.828687103524800 |
| 2002-09-01 | 34.905937738530504 |
| 2002-10-01 | 35.389850274928200 |
| 2002-11-01 | 35.215715105518605 |
| 2002-12-01 | 35.156673128270000 |
| 2003-01-01 | 35.222143885603710 |
| 2003-02-01 | 35.205190894873400 |
| 2003-03-01 | 35.291136004086106 |
| 2003-04-01 | 35.321631412492500 |
| 2003-05-01 | 35.541098468383800 |
| 2003-06-01 | 35.794936086684710 |
| 2003-07-01 | 36.206681534961604 |
| 2003-08-01 | 35.926514399998204 |
| 2003-09-01 | 35.796009051700600 |
| 2003-10-01 | 35.941657380766100 |
| 2003-11-01 | 35.812020018519400 |
| 2003-12-01 | 36.262087765434100 |
| 2004-01-01 | 36.318728582690200 |
| 2004-02-01 | 36.408174624602104 |
| 2004-03-01 | 36.294187485422604 |
| 2004-04-01 | 36.286775192046000 |
| 2004-05-01 | 36.315977007600800 |
| 2004-06-01 | 35.772069628290296 |
| 2004-07-01 | 36.362435105126710 |
| 2004-08-01 | 36.447944696159205 |
| 2004-09-01 | 36.495622891498200 |
| 2004-10-01 | 36.162038639931800 |
| 2004-11-01 | 36.191805398643204 |
| 2004-12-01 | 36.145585844089300 |
| 2005-01-01 | 36.108496383327300 |
| 2005-02-01 | 36.212780528254210 |
| 2005-03-01 | 36.302401260124300 |
| 2005-04-01 | 36.550257895130210 |
| 2005-05-01 | 36.297937606794210 |
| 2005-06-01 | 36.284025802642400 |
| 2005-07-01 | 36.125286435952500 |
| 2005-08-01 | 36.181128623378704 |
| 2005-09-01 | 36.298960675137900 |
| 2005-10-01 | 36.333594862665400 |
| 2005-11-01 | 36.334927490325100 |
| 2005-12-01 | 36.425336461971200 |
| 2006-01-01 | 36.521976761639600 |
| 2006-02-01 | 36.647318722645295 |
| 2006-03-01 | 36.722531206031500 |
| 2006-04-01 | 36.503455017381796 |
| 2006-05-01 | 36.487391003849600 |
| 2006-06-01 | 36.609975209566606 |
| 2006-07-01 | 36.556514295778705 |
| 2006-08-01 | 36.407738253204200 |
| 2006-09-01 | 36.611751428175500 |
| 2006-10-01 | 36.381543684150200 |
| 2006-11-01 | 36.584985024529200 |
| 2006-12-01 | 36.810111888527700 |
| 2007-01-01 | 36.631728824438300 |
| 2007-02-01 | 36.490042532167100 |
| 2007-03-01 | 36.461771804446200 |
| 2007-04-01 | 36.549669844115400 |
| 2007-05-01 | 36.593632264532790 |
| 2007-06-01 | 36.550672928522296 |
| 2007-07-01 | 36.443624375745900 |
| 2007-08-01 | 36.527192289031795 |
| 2007-09-01 | 36.129495915526500 |
| 2007-10-01 | 36.520852168822600 |
| 2007-11-01 | 36.430430529544200 |
| 2007-12-01 | 36.301004820201705 |
| 2008-01-01 | 36.256048589620500 |
| 2008-02-01 | 36.137897622833000 |
| 2008-03-01 | 35.624883676145200 |
| 2008-04-01 | 36.197344693245400 |
| 2008-05-01 | 36.296308116166700 |
| 2008-06-01 | 36.060209271447896 |
| 2008-07-01 | 36.007008373417800 |
| 2008-08-01 | 36.127738946442705 |
| 2008-09-01 | 35.975687987611400 |
| 2008-10-01 | 36.271813727870600 |
| 2008-11-01 | 36.108005462205100 |
| 2008-12-01 | 35.997467050896000 |
| 2009-01-01 | 35.874642573521800 |
| 2009-02-01 | 35.860944778589600 |
| 2009-03-01 | 35.987453682254795 |
| 2009-04-01 | 35.357263304282206 |
| 2009-05-01 | 35.496193676729400 |
| 2009-06-01 | 35.446346631400400 |
| 2009-07-01 | 35.554666958980400 |
| 2009-08-01 | 35.417660049927800 |
| 2009-09-01 | 35.436352374892800 |
| 2009-10-01 | 35.252896964022000 |
| 2009-11-01 | 35.213357487855795 |
| 2009-12-01 | 35.200689763424600 |
| 2010-01-01 | 35.192214966650100 |
| 2010-02-01 | 35.061277311287604 |
| 2010-03-01 | 35.021038973901100 |
| 2010-04-01 | 35.139836574443300 |
| 2010-05-01 | 34.983209765612000 |
| 2010-06-01 | 34.988025758663994 |
| 2010-07-01 | 35.318536014247500 |
| 2010-08-01 | 35.212529327883800 |
| 2010-09-01 | 35.412753717536300 |
| 2010-10-01 | 35.370181505618504 |
| 2010-11-01 | 35.347393982255600 |
| 2010-12-01 | 35.197866645916800 |
| 2011-01-01 | 35.078511336903000 |
| 2011-02-01 | 35.238656126579100 |
| 2011-03-01 | 35.130426984926800 |
| 2011-04-01 | 35.547421319360396 |
| 2011-05-01 | 35.471936997852104 |
| 2011-06-01 | 35.515962443785500 |
| 2011-07-01 | 35.384110767263400 |
| 2011-08-01 | 35.521146693233106 |
| 2011-09-01 | 35.497088001911390 |
| 2011-10-01 | 35.704090550272900 |
| 2011-11-01 | 35.783071080061500 |
| 2011-12-01 | 35.587848945131400 |
| 2012-01-01 | 36.151035443444210 |
| 2012-02-01 | 36.310877001560300 |
| 2012-03-01 | 36.628031995299900 |
| 2012-04-01 | 36.363874421933495 |
| 2012-05-01 | 36.338578853215500 |
| 2012-06-01 | 36.443136280165300 |
| 2012-07-01 | 36.485757750093500 |
| 2012-08-01 | 36.436999086982105 |
| 2012-09-01 | 36.396393093819604 |
| 2012-10-01 | 36.133686465413106 |
| 2012-11-01 | 36.314412678168200 |
| 2012-12-01 | 36.364573130598500 |
| 2013-01-01 | 36.401557180937100 |
| 2013-02-01 | 36.376064135945704 |
| 2013-03-01 | 36.522323211327700 |
| 2013-04-01 | 36.181892302973790 |
| 2013-05-01 | 36.510029301176500 |
| 2013-06-01 | 36.616647703999000 |
| 2013-07-01 | 36.377497892819900 |
| 2013-08-01 | 36.560182337231495 |
| 2013-09-01 | 36.592473313526796 |
| 2013-10-01 | 36.541336488492796 |
| 2013-11-01 | 36.729182677944200 |
| 2013-12-01 | 36.844184647608100 |
| 2014-01-01 | 37.160251358308700 |
| 2014-02-01 | 36.938488644486400 |
| 2014-03-01 | 37.008922970494105 |
| 2014-04-01 | 37.107541941092400 |
| 2014-05-01 | 37.179291111097996 |
| 2014-06-01 | 37.429548729804600 |
| 2014-07-01 | 37.577645562086204 |
| 2014-08-01 | 37.575324886291700 |
| 2014-09-01 | 37.359241010072800 |
| 2014-10-01 | 37.639236392366904 |
| 2014-11-01 | 37.630505264064496 |
| 2014-12-01 | 37.619101940903000 |
| 2015-01-01 | 37.622843276665200 |
| 2015-02-01 | 37.613627255437900 |
| 2015-03-01 | 37.696971239347300 |
| 2015-04-01 | 37.847275512947300 |
| 2015-05-01 | 37.876982892690290 |
| 2015-06-01 | 37.880107878475600 |
| 2015-07-01 | 37.741475711946200 |
| 2015-08-01 | 37.664803513216600 |
| 2015-09-01 | 37.789023654073894 |
| 2015-10-01 | 38.419521832873500 |
| 2015-11-01 | 38.520396243539500 |
| 2015-12-01 | 38.726653291283604 |
| 2016-01-01 | 38.816637745378500 |
| 2016-02-01 | 38.901067599359400 |
| 2016-03-01 | 38.780306470730000 |
| 2016-04-01 | 38.992100998564794 |
| 2016-05-01 | 38.876734878705896 |
| 2016-06-01 | 38.631481740895000 |
| 2016-07-01 | 39.021168985105604 |
| 2016-08-01 | 38.724725499270400 |
| 2016-09-01 | 38.888211422579800 |
| 2016-10-01 | 39.093332384309605 |
| 2016-11-01 | 39.210923555228206 |
| 2016-12-01 | 39.344615930922295 |
| 2017-01-01 | 39.510639070793296 |
| 2017-02-01 | 39.796442030722900 |
| 2017-03-01 | 39.761806463146700 |
| 2017-04-01 | 40.453518872115500 |
| 2017-05-01 | 40.120629174925000 |
| 2017-06-01 | 39.984361029438600 |
| 2017-07-01 | 39.977679371588100 |
| 2017-08-01 | 40.073865037234704 |
| 2017-09-01 | 40.061693347299396 |
| 2017-10-01 | 39.941338034396600 |
| 2017-11-01 | 39.886920593003600 |
| 2017-12-01 | 39.882905219095996 |
| 2018-01-01 | 39.229383738136500 |
| 2018-02-01 | 39.396180367171300 |
| 2018-03-01 | 39.532478680027700 |
| 2018-04-01 | 39.244882433004605 |
| 2018-05-01 | 39.380512290289396 |
| 2018-06-01 | 39.427482871207400 |
| 2018-07-01 | 39.441424562105105 |
| 2018-08-01 | 39.504427036559896 |
| 2018-09-01 | 39.323146121869800 |
| 2018-10-01 | 39.167938857642400 |
| 2018-11-01 | 38.764164796760000 |
| 2018-12-01 | 39.105817471092294 |
| 2019-01-01 | 39.355086629304790 |
| 2019-02-01 | 39.505886593535600 |
| 2019-03-01 | 39.724921200423495 |
| 2019-04-01 | 39.845578199940206 |
| 2019-05-01 | 39.863213432112005 |
| 2019-06-01 | 39.841503385292796 |
| 2019-07-01 | 39.691728285350500 |
| 2019-08-01 | 39.744884418248894 |
| 2019-09-01 | 39.683652498871700 |
| 2019-10-01 | 39.484011204897200 |
| 2019-11-01 | 39.536288777678900 |
| 2019-12-01 | 39.643007825813000 |
| 2020-01-01 | 39.889731079904400 |
| 2020-02-01 | 39.806908006059500 |
| 2020-03-01 | 38.629926872139900 |
| 2020-04-01 | 22.524114109138498 |
| 2020-05-01 | 25.547574353804198 |
| 2020-06-01 | 31.547837076023600 |
| 2020-07-01 | 31.827325179369197 |
| 2020-08-01 | 32.094390613735600 |
| 2020-09-01 | 32.972306468370600 |
| 2020-10-01 | 33.218522589092800 |
| 2020-11-01 | 33.524604844454196 |
| 2020-12-01 | 33.154328702103804 |
| 2021-01-01 | 33.701368634758700 |
| 2021-02-01 | 34.500633045696600 |
| 2021-03-01 | 34.561753856582200 |
| 2021-04-01 | 34.479074407839605 |
| 2021-05-01 | 34.529019015033800 |
| 2021-06-01 | 35.330848900216000 |
| 2021-07-01 | 35.940230406514600 |
| 2021-08-01 | 36.384881511827295 |
| 2021-09-01 | 36.486833520325900 |
| 2021-10-01 | 36.979656788059295 |
| 2021-11-01 | 36.909758940350500 |
| 2021-12-01 | 37.263478006167300 |
| 2022-01-01 | 37.310109923867700 |
| 2022-02-01 | 37.582254007526500 |
| 2022-03-01 | 37.586481392845800 |
| 2022-04-01 | 37.920978951327704 |
| 2022-05-01 | 38.091745518554504 |
| 2022-06-01 | 38.208958723993300 |
| 2022-07-01 | 37.843865260029204 |
| 2022-08-01 | 37.975925847127500 |
| 2022-09-01 | 38.225407654831100 |
| 2022-10-01 | 38.076554578829100 |
| 2022-11-01 | 38.216946814455300 |
| 2022-12-01 | 38.152134249205204 |
| 2023-01-01 | 38.505446378227795 |
| 2023-02-01 | 38.671789722223700 |
| 2023-03-01 | 38.814033598304206 |
| 2023-04-01 | 39.044962200132800 |
| 2023-05-01 | 39.026975463252505 |
| 2023-06-01 | 39.159028063904710 |
| 2023-07-01 | 39.872995304288200 |
| 2023-08-01 | 40.183888390201204 |
| 2023-09-01 | 39.955798056966200 |
| 2023-10-01 | 40.205436608918500 |
| 2023-11-01 | 40.424737124100000 |
| 2023-12-01 | 40.657428660137210 |
| 2024-01-01 | 40.694789721720205 |
| 2024-02-01 | 40.660320000532710 |
| 2024-03-01 | 40.722475755850300 |
| 2024-04-01 | 40.646058167436294 |
| 2024-05-01 | 40.750458751434400 |
| 2024-06-01 | 41.526324674308206 |
| 2024-07-01 | 41.318416106344706 |
| 2024-08-01 | 40.684743373626900 |
| 2024-09-01 | 40.684851148140000 |
| 2024-10-01 | 40.744384788597800 |
