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 2024-12-01 |
| 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 | 33.372983316928100 |
| 1990-02-01 | 33.526480227361600 |
| 1990-03-01 | 33.548990693551800 |
| 1990-04-01 | 33.766378328870200 |
| 1990-05-01 | 33.708207229985300 |
| 1990-06-01 | 33.794167520923300 |
| 1990-07-01 | 33.816727748757200 |
| 1990-08-01 | 33.651438457470604 |
| 1990-09-01 | 34.358894075295890 |
| 1990-10-01 | 33.840173488580800 |
| 1990-11-01 | 33.719147791669700 |
| 1990-12-01 | 34.005894755952000 |
| 1991-01-01 | 33.786794240318800 |
| 1991-02-01 | 33.419054246095100 |
| 1991-03-01 | 33.339320496417700 |
| 1991-04-01 | 33.140735659760196 |
| 1991-05-01 | 32.688333395357900 |
| 1991-06-01 | 32.590169923303200 |
| 1991-07-01 | 33.333164409638600 |
| 1991-08-01 | 33.468311428809700 |
| 1991-09-01 | 33.998307020535606 |
| 1991-10-01 | 33.339238440005600 |
| 1991-11-01 | 33.311412219055000 |
| 1991-12-01 | 33.415509893460900 |
| 1992-01-01 | 33.412882499002800 |
| 1992-02-01 | 33.603108113874300 |
| 1992-03-01 | 33.600585428921100 |
| 1992-04-01 | 33.796720658863000 |
| 1992-05-01 | 33.952012207682700 |
| 1992-06-01 | 33.985183571299600 |
| 1992-07-01 | 33.869085124665105 |
| 1992-08-01 | 33.894528074637606 |
| 1992-09-01 | 33.850877816448104 |
| 1992-10-01 | 33.744179530071900 |
| 1992-11-01 | 33.808319746553700 |
| 1992-12-01 | 33.637156672275100 |
| 1993-01-01 | 34.053262226572600 |
| 1993-02-01 | 34.365657743392894 |
| 1993-03-01 | 34.062054858853400 |
| 1993-04-01 | 33.619206662360604 |
| 1993-05-01 | 33.920274347471900 |
| 1993-06-01 | 33.573035180591900 |
| 1993-07-01 | 34.302385672349400 |
| 1993-08-01 | 34.530626882745100 |
| 1993-09-01 | 34.697023135600300 |
| 1993-10-01 | 35.061952778783700 |
| 1993-11-01 | 35.436808738795400 |
| 1993-12-01 | 35.370126907398706 |
| 1994-01-01 | 35.368544399515100 |
| 1994-02-01 | 35.608555764459000 |
| 1994-03-01 | 35.598658605733700 |
| 1994-04-01 | 36.152609535798700 |
| 1994-05-01 | 36.219680315098900 |
| 1994-06-01 | 36.180297224378100 |
| 1994-07-01 | 36.021522836487100 |
| 1994-08-01 | 35.672027811444900 |
| 1994-09-01 | 35.814914018287396 |
| 1994-10-01 | 36.169107170901206 |
| 1994-11-01 | 36.166907163674200 |
| 1994-12-01 | 36.577402357037900 |
| 1995-01-01 | 35.898275508377296 |
| 1995-02-01 | 35.957992678720700 |
| 1995-03-01 | 36.170569729110600 |
| 1995-04-01 | 36.003406622530400 |
| 1995-05-01 | 35.941500865519710 |
| 1995-06-01 | 35.689448124172294 |
| 1995-07-01 | 35.203141463978604 |
| 1995-08-01 | 35.300145598157500 |
| 1995-09-01 | 35.405587667326600 |
| 1995-10-01 | 35.274900020971600 |
| 1995-11-01 | 35.202930796233396 |
| 1995-12-01 | 35.358034619921400 |
| 1996-01-01 | 34.010161822834400 |
| 1996-02-01 | 33.942358720301200 |
| 1996-03-01 | 33.752455861566800 |
| 1996-04-01 | 35.106264294752805 |
| 1996-05-01 | 34.697702335692800 |
| 1996-06-01 | 35.023362035243004 |
| 1996-07-01 | 35.141432341973200 |
| 1996-08-01 | 35.185530034450200 |
| 1996-09-01 | 35.147810412497600 |
| 1996-10-01 | 34.970675574112704 |
| 1996-11-01 | 34.840607815983600 |
| 1996-12-01 | 35.037266290936400 |
| 1997-01-01 | 35.724237670882500 |
| 1997-02-01 | 35.861129490857294 |
| 1997-03-01 | 35.873047026565400 |
| 1997-04-01 | 36.047906019786500 |
| 1997-05-01 | 35.954076976952900 |
| 1997-06-01 | 35.957948601000900 |
| 1997-07-01 | 35.842120228647700 |
| 1997-08-01 | 35.715296487223400 |
| 1997-09-01 | 35.867109863436900 |
| 1997-10-01 | 35.959033121294800 |
| 1997-11-01 | 36.277142140688500 |
| 1997-12-01 | 36.170136725167396 |
| 1998-01-01 | 35.436855997996000 |
| 1998-02-01 | 35.519274162738900 |
| 1998-03-01 | 35.501911985391900 |
| 1998-04-01 | 35.198456412649605 |
| 1998-05-01 | 35.484603365709894 |
| 1998-06-01 | 35.493215752120210 |
| 1998-07-01 | 34.621503373747300 |
| 1998-08-01 | 35.415829365484900 |
| 1998-09-01 | 35.376117790036700 |
| 1998-10-01 | 35.444203754883900 |
| 1998-11-01 | 35.713506931467400 |
| 1998-12-01 | 35.733404428624600 |
| 1999-01-01 | 34.567571455292800 |
| 1999-02-01 | 35.308006420966000 |
| 1999-03-01 | 35.257528430362210 |
| 1999-04-01 | 35.226761525654600 |
| 1999-05-01 | 34.862709727785500 |
| 1999-06-01 | 34.607485586839296 |
| 1999-07-01 | 35.407879678961390 |
| 1999-08-01 | 35.399031456416200 |
| 1999-09-01 | 35.411269542813700 |
| 1999-10-01 | 35.343012929267700 |
| 1999-11-01 | 35.245658910591600 |
| 1999-12-01 | 35.322178436251300 |
| 2000-01-01 | 35.401058989922900 |
| 2000-02-01 | 35.410781252755896 |
| 2000-03-01 | 35.412649240433700 |
| 2000-04-01 | 35.223140964103500 |
| 2000-05-01 | 35.612221939656000 |
| 2000-06-01 | 35.093699315387894 |
| 2000-07-01 | 35.015961952553894 |
| 2000-08-01 | 35.083857781009300 |
| 2000-09-01 | 35.161091142908600 |
| 2000-10-01 | 35.374899915793800 |
| 2000-11-01 | 35.308865627466204 |
| 2000-12-01 | 35.214466278497700 |
| 2001-01-01 | 34.012791968791300 |
| 2001-02-01 | 34.275927827449700 |
| 2001-03-01 | 34.559598563827900 |
| 2001-04-01 | 34.802192898210200 |
| 2001-05-01 | 34.951349729705500 |
| 2001-06-01 | 34.966935795726200 |
| 2001-07-01 | 35.268560409392290 |
| 2001-08-01 | 35.283997276803300 |
| 2001-09-01 | 34.925752239568400 |
| 2001-10-01 | 34.627010175822300 |
| 2001-11-01 | 34.465996564216800 |
| 2001-12-01 | 34.504744231653900 |
| 2002-01-01 | 34.722217915880700 |
| 2002-02-01 | 34.608626494604000 |
| 2002-03-01 | 34.587650524141300 |
| 2002-04-01 | 34.759059009634000 |
| 2002-05-01 | 34.689305363163500 |
| 2002-06-01 | 34.626615840949400 |
| 2002-07-01 | 34.765927783614394 |
| 2002-08-01 | 34.828685540634304 |
| 2002-09-01 | 34.905937328263400 |
| 2002-10-01 | 35.389849049339000 |
| 2002-11-01 | 35.215716814680796 |
| 2002-12-01 | 35.156670931602200 |
| 2003-01-01 | 35.222136038472800 |
| 2003-02-01 | 35.205192830177700 |
| 2003-03-01 | 35.291137706246296 |
| 2003-04-01 | 35.321633082537900 |
| 2003-05-01 | 35.541098554012500 |
| 2003-06-01 | 35.794936965823105 |
| 2003-07-01 | 36.206685155602000 |
| 2003-08-01 | 35.926512945045400 |
| 2003-09-01 | 35.796008375874294 |
| 2003-10-01 | 35.941656266797710 |
| 2003-11-01 | 35.812021780822000 |
| 2003-12-01 | 36.262086421670800 |
| 2004-01-01 | 36.318724542814500 |
| 2004-02-01 | 36.408175549473600 |
| 2004-03-01 | 36.294188318140800 |
| 2004-04-01 | 36.286776174359396 |
| 2004-05-01 | 36.315977508579294 |
| 2004-06-01 | 35.772069925520206 |
| 2004-07-01 | 36.362436828567000 |
| 2004-08-01 | 36.447943639437796 |
| 2004-09-01 | 36.495622170312790 |
| 2004-10-01 | 36.162037735410500 |
| 2004-11-01 | 36.191807035132800 |
| 2004-12-01 | 36.145585056429000 |
| 2005-01-01 | 36.108495848815900 |
| 2005-02-01 | 36.212780261221700 |
| 2005-03-01 | 36.302401228680600 |
| 2005-04-01 | 36.550258308513800 |
| 2005-05-01 | 36.297937806424500 |
| 2005-06-01 | 36.284026008659396 |
| 2005-07-01 | 36.125286695294000 |
| 2005-08-01 | 36.181128492800000 |
| 2005-09-01 | 36.298960309974900 |
| 2005-10-01 | 36.333594479425700 |
| 2005-11-01 | 36.334928499123200 |
| 2005-12-01 | 36.425336131619794 |
| 2006-01-01 | 36.521976547441895 |
| 2006-02-01 | 36.647318575717800 |
| 2006-03-01 | 36.722531129163800 |
| 2006-04-01 | 36.503455256881900 |
| 2006-05-01 | 36.487390980202400 |
| 2006-06-01 | 36.609975229353900 |
| 2006-07-01 | 36.556514372756205 |
| 2006-08-01 | 36.407738176028000 |
| 2006-09-01 | 36.611751232559705 |
| 2006-10-01 | 36.381543582750700 |
| 2006-11-01 | 36.584985591816000 |
| 2006-12-01 | 36.810111752371796 |
| 2007-01-01 | 36.631728751078796 |
| 2007-02-01 | 36.490042459721200 |
| 2007-03-01 | 36.461771744454495 |
| 2007-04-01 | 36.549669963114900 |
| 2007-05-01 | 36.593632207525700 |
| 2007-06-01 | 36.550672923530500 |
| 2007-07-01 | 36.443624365704200 |
| 2007-08-01 | 36.527192292935794 |
| 2007-09-01 | 36.129495875257100 |
| 2007-10-01 | 36.520852195164200 |
| 2007-11-01 | 36.430430566432290 |
| 2007-12-01 | 36.301004796582400 |
| 2008-01-01 | 36.256048593772400 |
| 2008-02-01 | 36.137897623017200 |
| 2008-03-01 | 35.624883665902000 |
| 2008-04-01 | 36.197344774087206 |
| 2008-05-01 | 36.296308098823600 |
| 2008-06-01 | 36.060209264168210 |
| 2008-07-01 | 36.007008361092204 |
| 2008-08-01 | 36.127738928839400 |
| 2008-09-01 | 35.975687953058300 |
| 2008-10-01 | 36.271813709882800 |
| 2008-11-01 | 36.108005459372200 |
| 2008-12-01 | 35.997467038366400 |
| 2009-01-01 | 35.874642583527496 |
| 2009-02-01 | 35.860944826544205 |
| 2009-03-01 | 35.987453719163106 |
| 2009-04-01 | 35.357263336264790 |
| 2009-05-01 | 35.496193691606000 |
| 2009-06-01 | 35.446346630718395 |
| 2009-07-01 | 35.554666941420200 |
| 2009-08-01 | 35.417660028701604 |
| 2009-09-01 | 35.436352354155900 |
| 2009-10-01 | 35.252896747470700 |
| 2009-11-01 | 35.213357501300800 |
| 2009-12-01 | 35.200689811519700 |
| 2010-01-01 | 35.192215008494294 |
| 2010-02-01 | 35.061277398208700 |
| 2010-03-01 | 35.021039044645100 |
| 2010-04-01 | 35.139836841854100 |
| 2010-05-01 | 34.983209859422395 |
| 2010-06-01 | 34.988025265563700 |
| 2010-07-01 | 35.318536064541796 |
| 2010-08-01 | 35.212529343233705 |
| 2010-09-01 | 35.412753711395600 |
| 2010-10-01 | 35.370181068503896 |
| 2010-11-01 | 35.347393994570396 |
| 2010-12-01 | 35.197866754151300 |
| 2011-01-01 | 35.078511702759200 |
| 2011-02-01 | 35.238656278944200 |
| 2011-03-01 | 35.130427102415600 |
| 2011-04-01 | 35.547421768930505 |
| 2011-05-01 | 35.471937064487705 |
| 2011-06-01 | 35.515961335299800 |
| 2011-07-01 | 35.384110796379000 |
| 2011-08-01 | 35.521146723940300 |
| 2011-09-01 | 35.497087787123400 |
| 2011-10-01 | 35.704090025969210 |
| 2011-11-01 | 35.783071280872200 |
| 2011-12-01 | 35.587849319670894 |
| 2012-01-01 | 36.151036357424200 |
| 2012-02-01 | 36.310877369031400 |
| 2012-03-01 | 36.628032164406900 |
| 2012-04-01 | 36.363874861257600 |
| 2012-05-01 | 36.338578509113700 |
| 2012-06-01 | 36.443134059411000 |
| 2012-07-01 | 36.485758099044794 |
| 2012-08-01 | 36.436999047113396 |
| 2012-09-01 | 36.396392373331790 |
| 2012-10-01 | 36.133685924837200 |
| 2012-11-01 | 36.314413028324200 |
| 2012-12-01 | 36.364573945638796 |
| 2013-01-01 | 36.401559150129600 |
| 2013-02-01 | 36.376065458549704 |
| 2013-03-01 | 36.522324408684700 |
| 2013-04-01 | 36.181893696788705 |
| 2013-05-01 | 36.510029588820600 |
| 2013-06-01 | 36.616639175163100 |
| 2013-07-01 | 36.377496461023505 |
| 2013-08-01 | 36.560182852571000 |
| 2013-09-01 | 36.592471891527794 |
| 2013-10-01 | 36.541336426970400 |
| 2013-11-01 | 36.729184570866710 |
| 2013-12-01 | 36.844187756054600 |
| 2014-01-01 | 37.160256029680400 |
| 2014-02-01 | 36.938492676607105 |
| 2014-03-01 | 37.008926455837300 |
| 2014-04-01 | 37.107540588761600 |
| 2014-05-01 | 37.179291476469295 |
| 2014-06-01 | 37.429532131386710 |
| 2014-07-01 | 37.577639679599294 |
| 2014-08-01 | 37.575323350805796 |
| 2014-09-01 | 37.359238140190500 |
| 2014-10-01 | 37.639238400472400 |
| 2014-11-01 | 37.630512451348000 |
| 2014-12-01 | 37.619112295731200 |
| 2015-01-01 | 37.622860242384796 |
| 2015-02-01 | 37.613635563062600 |
| 2015-03-01 | 37.696973913800505 |
| 2015-04-01 | 37.847263423301400 |
| 2015-05-01 | 37.876973682334790 |
| 2015-06-01 | 37.880075050627400 |
| 2015-07-01 | 37.741460681827300 |
| 2015-08-01 | 37.664787514079705 |
| 2015-09-01 | 37.789027316977794 |
| 2015-10-01 | 38.419534291788600 |
| 2015-11-01 | 38.520428514095900 |
| 2015-12-01 | 38.726733471191200 |
| 2016-01-01 | 38.816657127041296 |
| 2016-02-01 | 38.901062678112300 |
| 2016-03-01 | 38.780282956409394 |
| 2016-04-01 | 38.992047689663600 |
| 2016-05-01 | 38.876685823913200 |
| 2016-06-01 | 38.631419097546500 |
| 2016-07-01 | 39.021143948391600 |
| 2016-08-01 | 38.724709597427800 |
| 2016-09-01 | 38.888251703014300 |
| 2016-10-01 | 39.093390911645300 |
| 2016-11-01 | 39.211012214208395 |
| 2016-12-01 | 39.344784904329710 |
| 2017-01-01 | 39.510664759075800 |
| 2017-02-01 | 39.796416735843600 |
| 2017-03-01 | 39.761736575495796 |
| 2017-04-01 | 40.453386286192700 |
| 2017-05-01 | 40.120495327737700 |
| 2017-06-01 | 39.984209909790900 |
| 2017-07-01 | 39.977554309444790 |
| 2017-08-01 | 40.073732200065706 |
| 2017-09-01 | 40.062095631140600 |
| 2017-10-01 | 39.941504919479705 |
| 2017-11-01 | 39.887131957643400 |
| 2017-12-01 | 39.883213783202706 |
| 2018-01-01 | 39.229463337043500 |
| 2018-02-01 | 39.396012477749900 |
| 2018-03-01 | 39.532380024630300 |
| 2018-04-01 | 39.244388545200295 |
| 2018-05-01 | 39.380074165913290 |
| 2018-06-01 | 39.427282408768800 |
| 2018-07-01 | 39.441285370145500 |
| 2018-08-01 | 39.504320458761500 |
| 2018-09-01 | 39.324069756396700 |
| 2018-10-01 | 39.168371912364400 |
| 2018-11-01 | 38.764599791502290 |
| 2018-12-01 | 39.106282579420710 |
| 2019-01-01 | 39.355223214438600 |
| 2019-02-01 | 39.505442816511895 |
| 2019-03-01 | 39.724509387641895 |
| 2019-04-01 | 39.844362702373100 |
| 2019-05-01 | 39.862159284493900 |
| 2019-06-01 | 39.841156659043100 |
| 2019-07-01 | 39.691788572819900 |
| 2019-08-01 | 39.745283379864000 |
| 2019-09-01 | 39.685666740420000 |
| 2019-10-01 | 39.485146783429800 |
| 2019-11-01 | 39.537070162272800 |
| 2019-12-01 | 39.643593381594800 |
| 2020-01-01 | 39.889740896152700 |
| 2020-02-01 | 39.805755963660204 |
| 2020-03-01 | 38.628846222678700 |
| 2020-04-01 | 22.522073348048500 |
| 2020-05-01 | 25.545891629804500 |
| 2020-06-01 | 31.540893872171196 |
| 2020-07-01 | 31.831686900821200 |
| 2020-08-01 | 32.100058921059800 |
| 2020-09-01 | 32.975117327005900 |
| 2020-10-01 | 33.220411757890000 |
| 2020-11-01 | 33.525778494831300 |
| 2020-12-01 | 33.154747755473900 |
| 2021-01-01 | 33.700618953479200 |
| 2021-02-01 | 34.498115598295700 |
| 2021-03-01 | 34.558966552934400 |
| 2021-04-01 | 34.475223488072600 |
| 2021-05-01 | 34.525516100529300 |
| 2021-06-01 | 35.316384024469500 |
| 2021-07-01 | 35.950245561013205 |
| 2021-08-01 | 36.396246819257800 |
| 2021-09-01 | 36.492034834289896 |
| 2021-10-01 | 36.985477285897204 |
| 2021-11-01 | 36.917527198511100 |
| 2021-12-01 | 37.258228529856794 |
| 2022-01-01 | 37.305163356707300 |
| 2022-02-01 | 37.576591996389496 |
| 2022-03-01 | 37.581169634045600 |
| 2022-04-01 | 37.914908908549200 |
| 2022-05-01 | 38.086404129359200 |
| 2022-06-01 | 38.187391400378200 |
| 2022-07-01 | 37.860135588264300 |
| 2022-08-01 | 37.993752930556504 |
| 2022-09-01 | 38.233979168576400 |
| 2022-10-01 | 38.089253098290400 |
| 2022-11-01 | 38.233699720005400 |
| 2022-12-01 | 38.137156851789300 |
| 2023-01-01 | 38.495130716499600 |
| 2023-02-01 | 38.662437466151000 |
| 2023-03-01 | 38.805624543453895 |
| 2023-04-01 | 39.036405224403794 |
| 2023-05-01 | 39.019692794100500 |
| 2023-06-01 | 39.135137128167200 |
| 2023-07-01 | 39.892986517030100 |
| 2023-08-01 | 40.205055985237706 |
| 2023-09-01 | 39.968558151730000 |
| 2023-10-01 | 40.226522349327400 |
| 2023-11-01 | 40.451629588830200 |
| 2023-12-01 | 40.631523878824890 |
| 2024-01-01 | 40.678480063026100 |
| 2024-02-01 | 40.647239455702600 |
| 2024-03-01 | 40.711478935748000 |
| 2024-04-01 | 40.635967260671100 |
| 2024-05-01 | 40.742305651167605 |
| 2024-06-01 | 41.499469794594400 |
| 2024-07-01 | 41.342635839501796 |
| 2024-08-01 | 40.710405505451796 |
| 2024-09-01 | 40.700966105400894 |
| 2024-10-01 | 40.772294223704100 |
| 2024-11-01 | 40.871826774147900 |
| 2024-12-01 | 41.118937509918794 |