Title: All Employees: Goods Producing in Kalamazoo-Portage, MI (MSA) Series ID: SMU26280200600000001SA 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 2020-12-01 Last Updated: 2021-01-26 3:36 PM CST Notes: The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' 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/srd/www/x13as/). 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/SMU26280200600000001). 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 35.219263756580894 1990-02-01 35.875311842266800 1990-03-01 35.694587870396300 1990-04-01 36.466067088488500 1990-05-01 36.440683269886800 1990-06-01 36.377922672808900 1990-07-01 36.527064800816000 1990-08-01 36.315546776933700 1990-09-01 36.323576356049200 1990-10-01 36.649901011326200 1990-11-01 36.092904275549100 1990-12-01 35.838242667728100 1991-01-01 35.921219845276205 1991-02-01 35.760429158944700 1991-03-01 35.264436756650000 1991-04-01 35.448718070698206 1991-05-01 35.637529765384000 1991-06-01 35.780950123908000 1991-07-01 35.744502278815600 1991-08-01 36.137006632757604 1991-09-01 36.070175161467400 1991-10-01 36.556969843807700 1991-11-01 36.196998185876105 1991-12-01 36.221889575872800 1992-01-01 35.917045831309710 1992-02-01 36.028804665388800 1992-03-01 36.113854684501604 1992-04-01 36.221606428699005 1992-05-01 36.430273540833400 1992-06-01 36.473330381253604 1992-07-01 36.994878348360000 1992-08-01 36.371337769258000 1992-09-01 36.653204464470000 1992-10-01 36.351301257812600 1992-11-01 36.307489702647295 1992-12-01 36.404134845755000 1993-01-01 36.802310641314900 1993-02-01 36.970069682530800 1993-03-01 36.778034425150000 1993-04-01 36.479052611832100 1993-05-01 36.211988201610800 1993-06-01 36.158323060560605 1993-07-01 36.274587159638900 1993-08-01 36.110318452473900 1993-09-01 36.037984547846605 1993-10-01 36.142187345231900 1993-11-01 36.437690401416300 1993-12-01 36.402098675529600 1994-01-01 36.047165459655396 1994-02-01 36.198418465153395 1994-03-01 36.345856688268600 1994-04-01 36.343702054038790 1994-05-01 36.391701044880705 1994-06-01 36.339877507492900 1994-07-01 36.479945846870706 1994-08-01 36.432294897981400 1994-09-01 36.537584598758800 1994-10-01 36.718016615251900 1994-11-01 36.856938303853205 1994-12-01 37.108197576861900 1995-01-01 36.987643889309100 1995-02-01 37.019005151204794 1995-03-01 37.239719979916200 1995-04-01 37.519470902652800 1995-05-01 37.451245351107296 1995-06-01 37.532265586316800 1995-07-01 37.518934762161610 1995-08-01 37.442048287133005 1995-09-01 37.393497589904705 1995-10-01 37.587676412930200 1995-11-01 37.365283883833605 1995-12-01 37.103913975542200 1996-01-01 37.433109504268710 1996-02-01 37.262838496529700 1996-03-01 36.736938935537790 1996-04-01 36.820289180103295 1996-05-01 36.719234604904200 1996-06-01 36.819105532695000 1996-07-01 36.786615542077705 1996-08-01 37.040017077591100 1996-09-01 36.827105319638210 1996-10-01 36.636828954575800 1996-11-01 36.534145228718100 1996-12-01 36.678892774086600 1997-01-01 37.011852575048300 1997-02-01 36.721825428698900 1997-03-01 36.735831590356500 1997-04-01 36.555914017188900 1997-05-01 36.696812953520100 1997-06-01 36.712892048541200 1997-07-01 36.761100581326396 1997-08-01 36.644297788460000 1997-09-01 36.404328550908700 1997-10-01 36.489188768177100 1997-11-01 36.473709228375300 1997-12-01 36.508369811764396 1998-01-01 37.038689401587100 1998-02-01 37.215532832967700 1998-03-01 37.328058045820400 1998-04-01 37.503525238333104 1998-05-01 37.715092319801200 1998-06-01 37.213253424243796 1998-07-01 35.982695766491204 1998-08-01 36.249361864347500 1998-09-01 36.466402918215100 1998-10-01 36.435307827397500 1998-11-01 36.491581461178605 1998-12-01 36.518280173440104 1999-01-01 36.411824521255000 1999-02-01 36.448384336331900 1999-03-01 36.621211830057400 1999-04-01 37.249158483645800 1999-05-01 36.940321346207900 1999-06-01 37.234311899570200 1999-07-01 37.043385512919600 1999-08-01 36.534401184846500 1999-09-01 36.797618032109500 1999-10-01 37.701164082100300 1999-11-01 37.926559516005300 1999-12-01 37.922740731924000 2000-01-01 37.910911448323205 2000-02-01 37.830020311025294 2000-03-01 37.840593087348400 2000-04-01 37.352306650822500 2000-05-01 37.370781872273795 2000-06-01 37.244598607268294 2000-07-01 36.920095418287500 2000-08-01 36.797336916338296 2000-09-01 36.852314263265600 2000-10-01 36.881397427348700 2000-11-01 36.899518879952005 2000-12-01 36.683061274514800 2001-01-01 36.096264159564100 2001-02-01 36.217836538746205 2001-03-01 35.659924038077000 2001-04-01 35.533204838336790 2001-05-01 35.183629594126394 2001-06-01 34.547424000419696 2001-07-01 35.041932715005100 2001-08-01 34.843584174809200 2001-09-01 34.820089854496600 2001-10-01 34.607472190275900 2001-11-01 34.309832666919100 2001-12-01 34.290692696413100 2002-01-01 34.069720416106200 2002-02-01 33.880873015024900 2002-03-01 34.077386232718500 2002-04-01 33.877868648166700 2002-05-01 33.892562271034606 2002-06-01 33.731612939345900 2002-07-01 34.318789060435400 2002-08-01 34.004798028394600 2002-09-01 33.829833252616800 2002-10-01 33.458678409557800 2002-11-01 33.244122104715000 2002-12-01 32.748251540940800 2003-01-01 33.210451927764300 2003-02-01 32.804827517319495 2003-03-01 32.772949720035300 2003-04-01 33.006455056781200 2003-05-01 32.986374289446200 2003-06-01 33.123070885783200 2003-07-01 32.508579670809900 2003-08-01 32.287499976261900 2003-09-01 31.861692909271603 2003-10-01 31.814276744905100 2003-11-01 31.579018804626497 2003-12-01 31.410837501743700 2004-01-01 31.232930894873000 2004-02-01 31.087647367577702 2004-03-01 31.077040323369797 2004-04-01 30.826727964228002 2004-05-01 30.685878133520300 2004-06-01 30.611481663094100 2004-07-01 30.416586485230305 2004-08-01 30.406600661341200 2004-09-01 30.420851182606896 2004-10-01 30.247408398836498 2004-11-01 30.388562639079300 2004-12-01 30.371247946479100 2005-01-01 30.426460309654697 2005-02-01 30.551928568110700 2005-03-01 30.569726173234000 2005-04-01 30.380351392476502 2005-05-01 30.193006599181200 2005-06-01 30.317845540406800 2005-07-01 30.256172929984302 2005-08-01 30.041204550255603 2005-09-01 30.069399120740200 2005-10-01 29.846338116688102 2005-11-01 30.078636966763302 2005-12-01 29.613152747307200 2006-01-01 30.212378064078397 2006-02-01 30.016370787502197 2006-03-01 29.774456849435600 2006-04-01 29.853503849910100 2006-05-01 29.712966185987398 2006-06-01 29.645008128339402 2006-07-01 29.292730489564500 2006-08-01 29.486575134390396 2006-09-01 29.290106365351200 2006-10-01 29.423733896189700 2006-11-01 29.173409100408897 2006-12-01 29.250333006531502 2007-01-01 28.871653917717800 2007-02-01 29.011228141466898 2007-03-01 28.786685163999902 2007-04-01 28.743479032609800 2007-05-01 28.716824729949900 2007-06-01 28.697854562642604 2007-07-01 28.634877801758300 2007-08-01 28.510495893353802 2007-09-01 28.484943321148897 2007-10-01 28.388947679623800 2007-11-01 28.491306485930400 2007-12-01 28.284385927718397 2008-01-01 28.426378281507300 2008-02-01 28.128172712596600 2008-03-01 28.101159477811000 2008-04-01 27.742819308469400 2008-05-01 27.909348150318603 2008-06-01 27.744136778751700 2008-07-01 27.561945778872700 2008-08-01 27.630605365918900 2008-09-01 27.173576411092302 2008-10-01 26.981426749476398 2008-11-01 26.513662317319300 2008-12-01 26.028166133125800 2009-01-01 25.076163216052198 2009-02-01 24.948550930081700 2009-03-01 24.883825068327500 2009-04-01 24.552792746644396 2009-05-01 24.100037251943498 2009-06-01 23.676790697042104 2009-07-01 23.504781139866700 2009-08-01 23.142219861633397 2009-09-01 23.067901324039504 2009-10-01 22.896753163430200 2009-11-01 22.746949852417696 2009-12-01 22.858885645047497 2010-01-01 22.938926022117200 2010-02-01 22.838362230725103 2010-03-01 22.734095994538198 2010-04-01 22.871270480096100 2010-05-01 22.914376065558702 2010-06-01 22.696770680126600 2010-07-01 22.748540573324800 2010-08-01 22.768915141302600 2010-09-01 23.378857213217202 2010-10-01 23.529607541817200 2010-11-01 22.773974845812200 2010-12-01 22.683879488820800 2011-01-01 22.702078751549000 2011-02-01 22.683494260664100 2011-03-01 22.672889458883800 2011-04-01 22.791311993464898 2011-05-01 22.939027462257900 2011-06-01 23.216087152685400 2011-07-01 23.324540384632300 2011-08-01 23.308062376106200 2011-09-01 23.310736177632798 2011-10-01 23.139601583503605 2011-11-01 23.396562762380700 2011-12-01 23.278637718457000 2012-01-01 23.284180177775003 2012-02-01 23.295669957067000 2012-03-01 23.618371013724500 2012-04-01 23.914712152357996 2012-05-01 23.074289283330200 2012-06-01 23.434747647462803 2012-07-01 23.324148096367900 2012-08-01 23.360489232033300 2012-09-01 23.235028028423500 2012-10-01 23.140590153614397 2012-11-01 23.204547623848400 2012-12-01 23.466163332841000 2013-01-01 23.566599100801900 2013-02-01 23.620367794097000 2013-03-01 23.559854957986900 2013-04-01 23.527059957706598 2013-05-01 23.599283883051200 2013-06-01 23.759539885403600 2013-07-01 24.068620673302398 2013-08-01 24.221611784655800 2013-09-01 24.245870113946800 2013-10-01 24.504276825053200 2013-11-01 24.612368811091700 2013-12-01 24.532288454631600 2014-01-01 25.154512525131803 2014-02-01 25.077418552489800 2014-03-01 24.933424338433000 2014-04-01 24.721927838808200 2014-05-01 25.006993527015600 2014-06-01 25.183644038132500 2014-07-01 25.328377050690797 2014-08-01 25.281583591988397 2014-09-01 25.433427253947100 2014-10-01 25.753223851365900 2014-11-01 25.911016605351800 2014-12-01 26.112848725295702 2015-01-01 26.049408493632000 2015-02-01 26.274566372520500 2015-03-01 26.218802806651897 2015-04-01 26.407465604557900 2015-05-01 26.598053087134105 2015-06-01 26.692429877575000 2015-07-01 26.886180052363500 2015-08-01 27.030295406537500 2015-09-01 27.223366273153800 2015-10-01 27.097117652040700 2015-11-01 27.198963271067600 2015-12-01 27.498211111585196 2016-01-01 27.749136180241700 2016-02-01 27.895665863831898 2016-03-01 28.237422200435600 2016-04-01 28.206025977987200 2016-05-01 28.179446470601000 2016-06-01 27.874509430664602 2016-07-01 28.027970340503398 2016-08-01 28.138884774440605 2016-09-01 28.409409772249500 2016-10-01 28.673126744766000 2016-11-01 28.878716088983500 2016-12-01 28.602043343740000 2017-01-01 28.147591748480100 2017-02-01 28.226650987585500 2017-03-01 28.259357689383800 2017-04-01 28.523470994593602 2017-05-01 28.574704142940803 2017-06-01 28.534473466922100 2017-07-01 28.347747104226304 2017-08-01 28.516964689708600 2017-09-01 28.714939974421895 2017-10-01 28.659723188881802 2017-11-01 28.655254074677302 2017-12-01 28.503165283250500 2018-01-01 28.537461821082200 2018-02-01 28.644979707024700 2018-03-01 29.008682666039100 2018-04-01 28.961883594407702 2018-05-01 28.987705111562700 2018-06-01 29.089562180305600 2018-07-01 29.241985879788800 2018-08-01 29.171795784568100 2018-09-01 29.022294765352600 2018-10-01 29.160472433707200 2018-11-01 29.327928716575400 2018-12-01 29.416941088671102 2019-01-01 29.629073180248200 2019-02-01 29.744776375887700 2019-03-01 29.747312320271302 2019-04-01 29.708348410268698 2019-05-01 29.822085992059897 2019-06-01 29.749897827244800 2019-07-01 29.613608265652104 2019-08-01 29.729201377792100 2019-09-01 29.644783893518600 2019-10-01 29.561252646746100 2019-11-01 29.602247630853200 2019-12-01 29.722344038627895 2020-01-01 29.922743886509800 2020-02-01 29.931378521809800 2020-03-01 29.683323051839200 2020-04-01 22.852178672789300 2020-05-01 25.551783864117198 2020-06-01 26.426016843994397 2020-07-01 26.791358433969997 2020-08-01 26.893539819067303 2020-09-01 27.049562251430000 2020-10-01 27.270309845633000 2020-11-01 27.393130439391605 2020-12-01 27.423746029263395