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 2023-04-01 Last Updated: 2023-05-20 2:35 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 77.624624048021300 1990-02-01 78.901954093441490 1990-03-01 79.116396944917800 1990-04-01 79.232793256840000 1990-05-01 79.157833486580300 1990-06-01 79.421350948409600 1990-07-01 79.419457049152300 1990-08-01 79.152697154025900 1990-09-01 79.577186797686410 1990-10-01 78.742443140505900 1990-11-01 78.094642705368400 1990-12-01 77.515775506279500 1991-01-01 77.104399441362700 1991-02-01 76.141353951942790 1991-03-01 74.350649247170200 1991-04-01 74.353183333458200 1991-05-01 75.054720854054900 1991-06-01 74.967743241112600 1991-07-01 73.960316363247400 1991-08-01 74.750515572822100 1991-09-01 73.076817456776710 1991-10-01 72.480534417685700 1991-11-01 74.751549603364600 1991-12-01 74.349771652303500 1992-01-01 73.046905953759210 1992-02-01 73.432258673094100 1992-03-01 73.035096533800100 1992-04-01 73.169445153262910 1992-05-01 72.626636300004500 1992-06-01 72.009380105768910 1992-07-01 71.681296838867600 1992-08-01 71.058542071145810 1992-09-01 70.665299039315000 1992-10-01 71.677526143296700 1992-11-01 71.134891459643300 1992-12-01 70.976546016800100 1993-01-01 70.265557334237200 1993-02-01 70.483959508910400 1993-03-01 70.186784764085700 1993-04-01 70.353581215117800 1993-05-01 70.409187659197090 1993-06-01 70.326187337587600 1993-07-01 71.346808787390400 1993-08-01 71.278377815794100 1993-09-01 71.889135735323000 1993-10-01 71.776535533445600 1993-11-01 71.922182795964300 1993-12-01 71.807927529072000 1994-01-01 72.386560213455800 1994-02-01 72.420548756797590 1994-03-01 72.643706242137800 1994-04-01 71.688180010913500 1994-05-01 71.983378000315600 1994-06-01 71.812995864321690 1994-07-01 73.551797913384290 1994-08-01 72.942785321822090 1994-09-01 72.901667903075700 1994-10-01 73.285366909632090 1994-11-01 73.195525603967000 1994-12-01 73.831017829181500 1995-01-01 74.376821445953100 1995-02-01 74.697173778880000 1995-03-01 75.222758154442600 1995-04-01 75.289328794598200 1995-05-01 75.666744700692500 1995-06-01 75.993973428536790 1995-07-01 75.280365391890910 1995-08-01 75.521889165483800 1995-09-01 75.660624139915800 1995-10-01 75.107245588221900 1995-11-01 75.314211588342700 1995-12-01 75.414434148911600 1996-01-01 75.078928394046600 1996-02-01 75.439970966279400 1996-03-01 73.950068516696500 1996-04-01 74.697612505102800 1996-05-01 74.661711117589700 1996-06-01 75.472106327867210 1996-07-01 75.495510406501510 1996-08-01 75.510660597877200 1996-09-01 75.422963514267510 1996-10-01 75.581183224989600 1996-11-01 75.598131649591000 1996-12-01 75.440387885866300 1997-01-01 75.870058518281710 1997-02-01 76.438469534509100 1997-03-01 76.651504628819910 1997-04-01 77.216325935638100 1997-05-01 77.170522197777910 1997-06-01 77.112243997123910 1997-07-01 76.929578321648300 1997-08-01 76.786763271101400 1997-09-01 77.018151348295700 1997-10-01 76.780983179284290 1997-11-01 77.224346260032590 1997-12-01 77.557776435736300 1998-01-01 78.218313464255700 1998-02-01 77.661381383076800 1998-03-01 77.764500799089900 1998-04-01 78.288014932655800 1998-05-01 77.799692922095100 1998-06-01 76.295289853734700 1998-07-01 75.048990145549600 1998-08-01 76.811111876903710 1998-09-01 76.991003282590300 1998-10-01 77.286310262253200 1998-11-01 77.378518920505200 1998-12-01 77.109856040133600 1999-01-01 75.765602507950490 1999-02-01 75.508840873623200 1999-03-01 75.394747723880600 1999-04-01 74.795971016511100 1999-05-01 74.618024573204600 1999-06-01 75.085818129190800 1999-07-01 75.402757393932200 1999-08-01 75.553585650359500 1999-09-01 75.341765735828700 1999-10-01 75.597954456463500 1999-11-01 75.259584329196800 1999-12-01 75.710678287964200 2000-01-01 75.882503981414090 2000-02-01 75.575669201371400 2000-03-01 75.327666271833410 2000-04-01 75.618228420377200 2000-05-01 75.738785902119090 2000-06-01 75.209605178409700 2000-07-01 74.405278976421800 2000-08-01 75.107447766289000 2000-09-01 75.550979913674600 2000-10-01 75.580394081491900 2000-11-01 75.598546238316800 2000-12-01 75.148384982339500 2001-01-01 70.850922170654800 2001-02-01 71.547524357662200 2001-03-01 70.404715217523700 2001-04-01 68.907624091783800 2001-05-01 68.228786564186200 2001-06-01 67.685191792668400 2001-07-01 67.080881665151610 2001-08-01 66.239635379090200 2001-09-01 65.116092737197600 2001-10-01 64.598608134635500 2001-11-01 63.942605307615004 2001-12-01 63.329103515463295 2002-01-01 63.694344445558390 2002-02-01 64.206209392636000 2002-03-01 63.378759262075796 2002-04-01 63.475796369009800 2002-05-01 63.324722751735600 2002-06-01 63.218735934113290 2002-07-01 62.957631402234000 2002-08-01 62.666481264299094 2002-09-01 62.256269703922800 2002-10-01 61.434052372154504 2002-11-01 61.503298955589400 2002-12-01 61.216041657772706 2003-01-01 60.937300440091704 2003-02-01 60.269405365794500 2003-03-01 59.856425775595504 2003-04-01 59.828621362799900 2003-05-01 59.791375385597300 2003-06-01 59.466146014935504 2003-07-01 58.078656341990296 2003-08-01 57.957980651320604 2003-09-01 57.480706575762900 2003-10-01 57.042525524929000 2003-11-01 57.024077086033400 2003-12-01 56.660697507068900 2004-01-01 56.061606658180600 2004-02-01 56.126185467045794 2004-03-01 56.010916414165900 2004-04-01 55.715297347355500 2004-05-01 55.703071916708794 2004-06-01 55.537278985812600 2004-07-01 55.538359822551300 2004-08-01 55.380308832391210 2004-09-01 55.201211558599900 2004-10-01 54.930108948149005 2004-11-01 54.615319868718700 2004-12-01 54.561274397009200 2005-01-01 54.337891833849000 2005-02-01 54.466362074449800 2005-03-01 54.043645728498404 2005-04-01 54.256689030339790 2005-05-01 54.022078858917894 2005-06-01 54.271463741796890 2005-07-01 54.299934109130710 2005-08-01 54.256358083871000 2005-09-01 54.130438341327400 2005-10-01 53.984378224960500 2005-11-01 53.474144025249700 2005-12-01 53.153150569179200 2006-01-01 52.366668677649000 2006-02-01 52.868837500480600 2006-03-01 53.048104632839300 2006-04-01 52.936503067933100 2006-05-01 52.891202719114894 2006-06-01 52.727029840776304 2006-07-01 51.359530407667600 2006-08-01 51.138704349528600 2006-09-01 51.081836876761900 2006-10-01 51.027395466116104 2006-11-01 50.936100173873900 2006-12-01 51.148337724561100 2007-01-01 47.571899929190100 2007-02-01 50.063458992157706 2007-03-01 49.837723390545210 2007-04-01 49.522473467648496 2007-05-01 49.131601652265200 2007-06-01 49.099868292161894 2007-07-01 48.577438597163600 2007-08-01 48.744305038597300 2007-09-01 48.670379806854804 2007-10-01 48.093850772047100 2007-11-01 48.213024733664100 2007-12-01 48.059337620512500 2008-01-01 47.648880644236790 2008-02-01 47.355643596932794 2008-03-01 44.725888467873600 2008-04-01 44.071916460673400 2008-05-01 43.959392570161704 2008-06-01 46.259728910534804 2008-07-01 46.073762112370304 2008-08-01 46.053890077899800 2008-09-01 44.985509460108700 2008-10-01 44.607975506172710 2008-11-01 43.605118839868100 2008-12-01 42.568581918769600 2009-01-01 39.353435324501795 2009-02-01 38.747191761832795 2009-03-01 37.902405767062795 2009-04-01 37.097506592410700 2009-05-01 36.248902675715300 2009-06-01 35.295825168318200 2009-07-01 35.315954690096300 2009-08-01 35.284388467702996 2009-09-01 35.242702081614600 2009-10-01 35.251534977678396 2009-11-01 35.027266002619700 2009-12-01 35.205794142062295 2010-01-01 34.957435613249100 2010-02-01 35.119623226787100 2010-03-01 35.079505205775000 2010-04-01 35.584896842136900 2010-05-01 36.025879383303900 2010-06-01 36.086125247101800 2010-07-01 36.457756112368500 2010-08-01 36.435540101346504 2010-09-01 36.522870671453300 2010-10-01 36.418785998729100 2010-11-01 36.670494155331400 2010-12-01 36.736029973741395 2011-01-01 37.168938989205800 2011-02-01 37.193005387200900 2011-03-01 37.560782346262800 2011-04-01 37.553535522802896 2011-05-01 37.570386299035300 2011-06-01 37.448897041809700 2011-07-01 37.711549747480600 2011-08-01 37.601175542872795 2011-09-01 37.717002918568100 2011-10-01 38.008219118908000 2011-11-01 38.109152372334900 2011-12-01 38.276095503646204 2012-01-01 38.253745345840800 2012-02-01 38.352469354401800 2012-03-01 38.441936460942500 2012-04-01 38.524694448497100 2012-05-01 38.421823578751400 2012-06-01 38.706593913239600 2012-07-01 38.620429787271400 2012-08-01 38.552257362275500 2012-09-01 38.601918125395900 2012-10-01 38.483718508886000 2012-11-01 38.542623783607400 2012-12-01 38.598306914363400 2013-01-01 38.528454229114104 2013-02-01 38.501293163662100 2013-03-01 38.433356755436500 2013-04-01 38.316010745027704 2013-05-01 38.399203564302500 2013-06-01 38.374135715297100 2013-07-01 38.266753096083100 2013-08-01 38.078421103099500 2013-09-01 37.964694765647700 2013-10-01 38.024009471546000 2013-11-01 38.166828331569000 2013-12-01 38.231827885261396 2014-01-01 38.283850916205395 2014-02-01 38.448521841483100 2014-03-01 38.533273268617600 2014-04-01 38.725138235936200 2014-05-01 38.794878702880700 2014-06-01 38.955103448985400 2014-07-01 38.846254257704800 2014-08-01 39.188601313446700 2014-09-01 39.306157907222904 2014-10-01 39.326905538037100 2014-11-01 39.494900250756600 2014-12-01 39.457632584416300 2015-01-01 39.544634026108206 2015-02-01 39.708306784454900 2015-03-01 39.642339522385400 2015-04-01 39.725975097080800 2015-05-01 39.895458118202896 2015-06-01 39.747402832163500 2015-07-01 39.939817417872700 2015-08-01 40.186899424221900 2015-09-01 40.126109459703000 2015-10-01 40.328237362445996 2015-11-01 40.226424731915500 2015-12-01 40.384608848918300 2016-01-01 40.609567323177000 2016-02-01 40.682768024282296 2016-03-01 40.842068796842900 2016-04-01 40.817619134705000 2016-05-01 40.892433343264400 2016-06-01 40.648916111313895 2016-07-01 41.424785512568300 2016-08-01 41.386897319446895 2016-09-01 41.844509919103400 2016-10-01 41.729602125565705 2016-11-01 41.868811359119100 2016-12-01 42.011635853242600 2017-01-01 41.882763827943400 2017-02-01 41.668231496787400 2017-03-01 41.728515424325400 2017-04-01 41.793646045165600 2017-05-01 41.894419309562900 2017-06-01 42.045291290890300 2017-07-01 42.106618138249700 2017-08-01 42.096047071599200 2017-09-01 42.161019110147706 2017-10-01 42.241018379781200 2017-11-01 42.303185907430795 2017-12-01 42.328152073282396 2018-01-01 42.461272508140900 2018-02-01 42.666674735260500 2018-03-01 42.712563881693300 2018-04-01 42.967403245245000 2018-05-01 42.890945536835900 2018-06-01 42.843045457967290 2018-07-01 42.780868875268000 2018-08-01 43.009114560441105 2018-09-01 43.082704448154400 2018-10-01 43.268696017650800 2018-11-01 43.322557509843600 2018-12-01 43.639910630746100 2019-01-01 43.646058811482700 2019-02-01 43.859286298163900 2019-03-01 43.889956338986100 2019-04-01 43.838437817163800 2019-05-01 43.782929112251900 2019-06-01 43.858040758632800 2019-07-01 43.871760910423205 2019-08-01 43.726890851868500 2019-09-01 43.715250186501100 2019-10-01 43.482403556247400 2019-11-01 43.519618649109710 2019-12-01 43.531036958301900 2020-01-01 43.834605111040794 2020-02-01 43.950626999584294 2020-03-01 43.862702285727700 2020-04-01 34.831575500395600 2020-05-01 36.275535292094800 2020-06-01 40.286121894540400 2020-07-01 40.174691096280500 2020-08-01 40.345414211270710 2020-09-01 40.543775820365894 2020-10-01 40.790581901044200 2020-11-01 40.801497357270400 2020-12-01 40.713858579780900 2021-01-01 40.718943728040600 2021-02-01 40.541470901751104 2021-03-01 40.532032180348295 2021-04-01 40.639514399551295 2021-05-01 40.571528426876604 2021-06-01 40.620541848121796 2021-07-01 40.690485659530700 2021-08-01 40.769129865425100 2021-09-01 40.773573856972400 2021-10-01 40.676116644104100 2021-11-01 40.970384564267604 2021-12-01 41.186001164930204 2022-01-01 41.103129115196000 2022-02-01 41.642436629334505 2022-03-01 41.710266398679100 2022-04-01 41.756464812058700 2022-05-01 41.773148112935200 2022-06-01 41.646213683918000 2022-07-01 41.708344965345300 2022-08-01 41.685911597839606 2022-09-01 41.690493984295900 2022-10-01 41.970557991001290 2022-11-01 42.041681789768504 2022-12-01 41.762827149890900 2023-01-01 41.595839532951700 2023-02-01 41.137217608917900 2023-03-01 41.397412717767700 2023-04-01 41.168179394636400