Title: All Employees: Manufacturing in Dayton, OH (MSA) Series ID: DAYT339MFG 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 2024-03-01 Last Updated: 2024-04-20 6:15 AM CDT 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/DAYT339MFGN). 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 78.322364786862790 1990-02-01 79.015079763879090 1990-03-01 79.138306689875700 1990-04-01 78.961374115986910 1990-05-01 78.770310140975000 1990-06-01 79.151720186780790 1990-07-01 79.132185508770590 1990-08-01 78.981351512237300 1990-09-01 79.332376311780700 1990-10-01 78.771465636480200 1990-11-01 78.445181513431100 1990-12-01 77.934743188283920 1991-01-01 77.762680388964090 1991-02-01 76.261747909842400 1991-03-01 74.419946819331700 1991-04-01 74.057562970386500 1991-05-01 74.659156694413410 1991-06-01 74.731655775696600 1991-07-01 73.682326476591200 1991-08-01 74.600462997661600 1991-09-01 72.842506043763000 1991-10-01 72.533679672297100 1991-11-01 75.059360186242090 1991-12-01 74.704301986581300 1992-01-01 73.617593184180490 1992-02-01 73.568070996283210 1992-03-01 73.150924347670100 1992-04-01 72.859064234500790 1992-05-01 72.280683662923300 1992-06-01 71.858871525229200 1992-07-01 71.393734876026300 1992-08-01 70.914754305425200 1992-09-01 70.468261369067790 1992-10-01 71.712034387432910 1992-11-01 71.410176739571300 1992-12-01 71.279579072248500 1993-01-01 70.723289757163200 1993-02-01 70.618079724161700 1993-03-01 70.303686795228800 1993-04-01 70.080830691165290 1993-05-01 70.086845538866500 1993-06-01 70.275703536641100 1993-07-01 71.087337397766900 1993-08-01 71.150569815553300 1993-09-01 71.693829137714910 1993-10-01 71.801067331757790 1993-11-01 72.171741134198910 1993-12-01 72.076670911871700 1994-01-01 72.723802342252410 1994-02-01 72.589144612870600 1994-03-01 72.728218976292100 1994-04-01 71.433162441135000 1994-05-01 71.706698948035500 1994-06-01 71.801676376081700 1994-07-01 73.323254249222500 1994-08-01 72.795771103432700 1994-09-01 72.787532743213600 1994-10-01 73.259082950701000 1994-11-01 73.441226296859910 1994-12-01 74.079441531747590 1995-01-01 74.676907894373090 1995-02-01 74.857229218942210 1995-03-01 75.269796405769300 1995-04-01 75.037683695940400 1995-05-01 75.407583462314400 1995-06-01 75.960083106902590 1995-07-01 75.084629180575090 1995-08-01 75.414851454897300 1995-09-01 75.585858634502500 1995-10-01 75.130839782372800 1995-11-01 75.525018878817800 1995-12-01 75.613543194520700 1996-01-01 75.355423322207700 1996-02-01 75.561961278606300 1996-03-01 73.997412610842500 1996-04-01 74.375740182121490 1996-05-01 74.487523294190800 1996-06-01 75.450702124823700 1996-07-01 75.304816156901990 1996-08-01 75.442157037392300 1996-09-01 75.426629743617000 1996-10-01 75.631320337877800 1996-11-01 75.725811773732090 1996-12-01 75.615223682269400 1997-01-01 76.087036054773800 1997-02-01 76.481248878613700 1997-03-01 76.649175820994400 1997-04-01 76.943278343514700 1997-05-01 77.108796468850100 1997-06-01 77.112187910348600 1997-07-01 76.789308710529800 1997-08-01 76.751211814730300 1997-09-01 77.020189449132200 1997-10-01 76.858502167614700 1997-11-01 77.296171203449590 1997-12-01 77.666179347221400 1998-01-01 78.311057995120000 1998-02-01 77.644867706804290 1998-03-01 77.761500595644800 1998-04-01 78.089797161469400 1998-05-01 77.832792741150900 1998-06-01 76.362308053286410 1998-07-01 74.971142773451090 1998-08-01 76.783141242896010 1998-09-01 77.007091445289900 1998-10-01 77.295686371851090 1998-11-01 77.392301647838410 1998-12-01 77.211585546853000 1999-01-01 75.784213465849200 1999-02-01 75.410574062433700 1999-03-01 75.346127766831500 1999-04-01 74.762821454186700 1999-05-01 74.686079060456700 1999-06-01 75.161504100618090 1999-07-01 75.348579694657000 1999-08-01 75.529996354692800 1999-09-01 75.361589709437600 1999-10-01 75.575520540516790 1999-11-01 75.291123857621400 1999-12-01 75.838328523054090 2000-01-01 75.883249579953800 2000-02-01 75.373105229078800 2000-03-01 75.300180496977500 2000-04-01 75.627679336132100 2000-05-01 75.761024426641410 2000-06-01 75.281864175578200 2000-07-01 74.347183086132090 2000-08-01 75.128709688411290 2000-09-01 75.583800746398710 2000-10-01 75.551196661821790 2000-11-01 75.633098914093410 2000-12-01 75.352334954034800 2001-01-01 70.857809203077710 2001-02-01 71.285384082961500 2001-03-01 70.360975329053600 2001-04-01 68.939929956023110 2001-05-01 68.207922238049600 2001-06-01 67.681556344944000 2001-07-01 67.045288469950110 2001-08-01 66.239574394993300 2001-09-01 65.180158753946900 2001-10-01 64.613276523507790 2001-11-01 64.011910403900300 2001-12-01 63.535107739647710 2002-01-01 63.696799422402705 2002-02-01 63.972486906568200 2002-03-01 63.390870900548000 2002-04-01 63.452774631859100 2002-05-01 63.232916861112000 2002-06-01 63.180950134700100 2002-07-01 62.975073622667000 2002-08-01 62.663765702987696 2002-09-01 62.300281579525900 2002-10-01 61.477596664035000 2002-11-01 61.555492027194500 2002-12-01 61.334502244377600 2003-01-01 60.959370530040600 2003-02-01 60.132602393880600 2003-03-01 59.899054415312100 2003-04-01 59.803027336402600 2003-05-01 59.713169801758400 2003-06-01 59.407424588692210 2003-07-01 58.114357990178696 2003-08-01 57.902662650785100 2003-09-01 57.495946121949000 2003-10-01 57.080982946845204 2003-11-01 57.063168300812300 2003-12-01 56.715486735438795 2004-01-01 56.138214582281290 2004-02-01 56.067604825528800 2004-03-01 56.055674084231210 2004-04-01 55.692625149561394 2004-05-01 55.620387326044100 2004-06-01 55.503714649618900 2004-07-01 55.533034012355900 2004-08-01 55.369841129435300 2004-09-01 55.189086058040500 2004-10-01 54.923741943575200 2004-11-01 54.650917391903600 2004-12-01 54.574203886083495 2005-01-01 54.425941149704705 2005-02-01 54.453515407644794 2005-03-01 54.072681183975400 2005-04-01 54.226473070607700 2005-05-01 53.991456743397210 2005-06-01 54.232310956153300 2005-07-01 54.280245292123300 2005-08-01 54.276261090866200 2005-09-01 54.114996259325400 2005-10-01 53.972838911047000 2005-11-01 53.494340181032804 2005-12-01 53.139007419003200 2006-01-01 52.438034279239396 2006-02-01 52.894109567461500 2006-03-01 53.038085596308500 2006-04-01 52.922521945657500 2006-05-01 52.854470592767600 2006-06-01 52.715009720812000 2006-07-01 51.329579115771000 2006-08-01 51.206834137764396 2006-09-01 51.075733736652005 2006-10-01 51.034327662798600 2006-11-01 50.917819012445000 2006-12-01 51.091832016013605 2007-01-01 47.588417093530104 2007-02-01 50.083174162957300 2007-03-01 49.829374781935800 2007-04-01 49.529570540188500 2007-05-01 49.159328629419500 2007-06-01 49.114604596841495 2007-07-01 48.591051370401710 2007-08-01 48.771584390127100 2007-09-01 48.634290340876596 2007-10-01 48.111218216821300 2007-11-01 48.153111369584800 2007-12-01 47.976779570229596 2008-01-01 47.677868931619610 2008-02-01 47.361396168761200 2008-03-01 44.723368106776505 2008-04-01 44.130582666454900 2008-05-01 43.996811291331700 2008-06-01 46.313590956487210 2008-07-01 46.067867042125100 2008-08-01 46.044181459155396 2008-09-01 44.943261123968895 2008-10-01 44.585666996284296 2008-11-01 43.549306188580600 2008-12-01 42.530178238093500 2009-01-01 39.378955340608200 2009-02-01 38.736616234611894 2009-03-01 37.920770881750100 2009-04-01 37.140437572884700 2009-05-01 36.295138664097200 2009-06-01 35.356381263594400 2009-07-01 35.308664353411100 2009-08-01 35.255767553425606 2009-09-01 35.193204412785605 2009-10-01 35.213083047488105 2009-11-01 35.006281719039194 2009-12-01 35.181500271749500 2010-01-01 34.995681853607600 2010-02-01 35.142004841763700 2010-03-01 35.100139435375200 2010-04-01 35.593460738114500 2010-05-01 36.009811802030400 2010-06-01 36.146561779499800 2010-07-01 36.407927135535800 2010-08-01 36.431201590742000 2010-09-01 36.503655232746894 2010-10-01 36.415347307787705 2010-11-01 36.668223996691800 2010-12-01 36.744588619455705 2011-01-01 37.177870134391400 2011-02-01 37.226851707961500 2011-03-01 37.543945092739500 2011-04-01 37.529732301198000 2011-05-01 37.546331669143600 2011-06-01 37.489324875760700 2011-07-01 37.661432657757395 2011-08-01 37.623129379312100 2011-09-01 37.732411630893600 2011-10-01 38.028787144869600 2011-11-01 38.117890460501300 2011-12-01 38.258818290904900 2012-01-01 38.265146137043600 2012-02-01 38.372360067692500 2012-03-01 38.418942618418100 2012-04-01 38.497220331102100 2012-05-01 38.407917201378204 2012-06-01 38.716011537210300 2012-07-01 38.572507873998600 2012-08-01 38.579873442579000 2012-09-01 38.629765352719495 2012-10-01 38.524420639409200 2012-11-01 38.540942149178704 2012-12-01 38.594613287446300 2013-01-01 38.530336891262400 2013-02-01 38.488367376810900 2013-03-01 38.415837670563100 2013-04-01 38.304811374685706 2013-05-01 38.384838761277200 2013-06-01 38.373162248373106 2013-07-01 38.250547241529900 2013-08-01 38.098382708497600 2013-09-01 37.993554416588600 2013-10-01 38.052049972889290 2013-11-01 38.161266973578000 2013-12-01 38.220481529793794 2014-01-01 38.291020747078400 2014-02-01 38.417685136078700 2014-03-01 38.534654788121100 2014-04-01 38.719426264771600 2014-05-01 38.782210303427700 2014-06-01 38.971279124963495 2014-07-01 38.854011478179295 2014-08-01 39.188012356225100 2014-09-01 39.308742215847296 2014-10-01 39.354946056235800 2014-11-01 39.482337252188200 2014-12-01 39.447714784090400 2015-01-01 39.535249524420600 2015-02-01 39.676911715465800 2015-03-01 39.647303655858700 2015-04-01 39.740345173927800 2015-05-01 39.882063242845700 2015-06-01 39.791004556251200 2015-07-01 39.948408280494600 2015-08-01 40.184534158930795 2015-09-01 40.126863061777290 2015-10-01 40.333136891921704 2015-11-01 40.219788913974290 2015-12-01 40.365234176578000 2016-01-01 40.587175167250294 2016-02-01 40.658170171352204 2016-03-01 40.840701615081500 2016-04-01 40.824920426046000 2016-05-01 40.900992442886400 2016-06-01 40.691975871967900 2016-07-01 41.446673505141400 2016-08-01 41.396309880275800 2016-09-01 41.847613642036100 2016-10-01 41.730946725429000 2016-11-01 41.864074844457400 2016-12-01 41.965516867714100 2017-01-01 41.864748212549100 2017-02-01 41.636424866700395 2017-03-01 41.725863682596700 2017-04-01 41.791324565664300 2017-05-01 41.903905607643104 2017-06-01 42.073377855217900 2017-07-01 42.129384501397396 2017-08-01 42.122992888221600 2017-09-01 42.181942878101104 2017-10-01 42.259417165294600 2017-11-01 42.315676099114100 2017-12-01 42.292372126393700 2018-01-01 42.452255080651604 2018-02-01 42.593377379691205 2018-03-01 42.683557036246796 2018-04-01 42.931128144570800 2018-05-01 42.896826472238900 2018-06-01 42.866486156332800 2018-07-01 42.832821576614500 2018-08-01 43.058297793816500 2018-09-01 43.118871993184700 2018-10-01 43.294244930187794 2018-11-01 43.344891687911210 2018-12-01 43.604388203677900 2019-01-01 43.642449948820705 2019-02-01 43.762234966944895 2019-03-01 43.840403496788205 2019-04-01 43.789191139031710 2019-05-01 43.788994112205200 2019-06-01 43.876796208135794 2019-07-01 43.919950763718795 2019-08-01 43.787052824590000 2019-09-01 43.746746615091700 2019-10-01 43.536102962344400 2019-11-01 43.544710662616100 2019-12-01 43.524157115338000 2020-01-01 43.828307953308200 2020-02-01 43.842612437743700 2020-03-01 43.804230347072500 2020-04-01 34.759295125830300 2020-05-01 36.272605932074704 2020-06-01 40.316500552948300 2020-07-01 40.218917064502800 2020-08-01 40.405881169057395 2020-09-01 40.573045848640500 2020-10-01 40.850224149731105 2020-11-01 40.812544257523100 2020-12-01 40.710943724777800 2021-01-01 40.721663662394500 2021-02-01 40.466743134577200 2021-03-01 40.488032448638290 2021-04-01 40.544269425609900 2021-05-01 40.572501920328996 2021-06-01 40.654784580719100 2021-07-01 40.706910255447000 2021-08-01 40.788026605106700 2021-09-01 40.783858887093395 2021-10-01 40.764137921418900 2021-11-01 40.988831300817296 2021-12-01 41.206363794784900 2022-01-01 41.136369252122100 2022-02-01 41.581484034959104 2022-03-01 41.674237636877800 2022-04-01 41.731894742277206 2022-05-01 41.870123904952700 2022-06-01 41.788884240011400 2022-07-01 41.909268535650700 2022-08-01 41.767194094105600 2022-09-01 41.785008979842900 2022-10-01 41.745814571271600 2022-11-01 41.783527165863900 2022-12-01 41.701707504000105 2023-01-01 41.652914957051500 2023-02-01 41.506127655394900 2023-03-01 41.464737156734200 2023-04-01 41.420409030730900 2023-05-01 41.285017638259600 2023-06-01 41.295235987960400 2023-07-01 41.219191480917800 2023-08-01 41.336540463465100 2023-09-01 41.276381510379000 2023-10-01 41.326643458547395 2023-11-01 40.999473924837700 2023-12-01 41.108482668885000 2024-01-01 41.072532161027400 2024-02-01 41.108524611287200 2024-03-01 41.156798792647500