Title: All Employees: Trade, Transportation, and Utilities in Ann Arbor, MI (MSA) Series ID: ANNA426TRAD 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 7:03 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/ANNA426TRADN). 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 23.109394437350602 1990-02-01 23.740065676842200 1990-03-01 23.733926625100900 1990-04-01 23.861587723713800 1990-05-01 23.915122285439100 1990-06-01 24.022241539878300 1990-07-01 23.187799702743600 1990-08-01 23.639940661345200 1990-09-01 23.597828341040103 1990-10-01 23.083877502536100 1990-11-01 23.263653507974897 1990-12-01 23.945647729536500 1991-01-01 22.813270024086500 1991-02-01 22.531190967811497 1991-03-01 22.825490604401303 1991-04-01 21.685520937602302 1991-05-01 21.599570793439103 1991-06-01 21.616965941735000 1991-07-01 21.575494752028998 1991-08-01 21.754777468931398 1991-09-01 21.826107004390500 1991-10-01 21.786978987633600 1991-11-01 21.459811298456604 1991-12-01 21.317818538014200 1992-01-01 21.627472567354900 1992-02-01 21.426926390031000 1992-03-01 21.296723231510000 1992-04-01 21.410414382430800 1992-05-01 20.674350542182600 1992-06-01 20.918255052744602 1992-07-01 21.978726657605400 1992-08-01 21.765940834759697 1992-09-01 21.686684394764498 1992-10-01 21.772947181958397 1992-11-01 21.660219896010197 1992-12-01 21.772359029294100 1993-01-01 22.247130973035198 1993-02-01 21.914594813043898 1993-03-01 21.576018751004895 1993-04-01 21.423684742327500 1993-05-01 21.552300178061400 1993-06-01 21.505946465219697 1993-07-01 22.084304613338600 1993-08-01 21.993538370841698 1993-09-01 21.965751847603100 1993-10-01 22.073937402915398 1993-11-01 22.255349711292800 1993-12-01 21.786457410749100 1994-01-01 22.270404816545300 1994-02-01 22.281179370333400 1994-03-01 22.547564489331400 1994-04-01 22.552069913677897 1994-05-01 22.960245224529000 1994-06-01 23.104890305550900 1994-07-01 23.112139466946600 1994-08-01 22.900121348148303 1994-09-01 23.137245659598303 1994-10-01 23.167640797621800 1994-11-01 23.225642453360200 1994-12-01 23.510322321544000 1995-01-01 23.291306239941896 1995-02-01 23.339602928938000 1995-03-01 23.715710449751302 1995-04-01 23.788683059814700 1995-05-01 24.000760591647000 1995-06-01 23.793852016574900 1995-07-01 23.561299806149997 1995-08-01 24.002158476554698 1995-09-01 23.901030393188400 1995-10-01 24.057068199627400 1995-11-01 23.669145735911400 1995-12-01 24.231452914244500 1996-01-01 24.304214360683197 1996-02-01 24.517705578752302 1996-03-01 24.372807041901197 1996-04-01 24.826037748005000 1996-05-01 24.759830137498604 1996-06-01 24.898754288219198 1996-07-01 25.228503817125397 1996-08-01 24.877002640792302 1996-09-01 25.060881342195600 1996-10-01 24.917845213102698 1996-11-01 25.009286219229400 1996-12-01 25.294813560581500 1997-01-01 25.904237877361197 1997-02-01 25.507451889368802 1997-03-01 25.533886967024700 1997-04-01 25.535369477035500 1997-05-01 25.408292656048303 1997-06-01 25.913799465742102 1997-07-01 25.989128762774502 1997-08-01 26.165598245753497 1997-09-01 26.437186819726897 1997-10-01 26.364519421894396 1997-11-01 26.452409343888398 1997-12-01 26.362165004352000 1998-01-01 26.392025322383198 1998-02-01 26.517110034449700 1998-03-01 26.406163046547103 1998-04-01 26.037396927935802 1998-05-01 26.035114073214302 1998-06-01 26.233422422141900 1998-07-01 26.334667879086197 1998-08-01 26.853828149100600 1998-09-01 26.801554275416798 1998-10-01 27.211974343055300 1998-11-01 27.388729234666000 1998-12-01 27.256000759516800 1999-01-01 27.400193780539100 1999-02-01 27.256045306205696 1999-03-01 27.288294237307300 1999-04-01 27.332812661381897 1999-05-01 27.414412439599700 1999-06-01 27.440114558694600 1999-07-01 28.654289533020602 1999-08-01 28.259486272845700 1999-09-01 28.056999839920998 1999-10-01 27.671353776931700 1999-11-01 27.838532683523997 1999-12-01 27.945622840088600 2000-01-01 27.908677639278000 2000-02-01 28.025189501739302 2000-03-01 28.311979865666103 2000-04-01 28.416978078276703 2000-05-01 28.369900026219696 2000-06-01 28.126057194826800 2000-07-01 27.936417980775500 2000-08-01 27.863758114630198 2000-09-01 28.189776961242500 2000-10-01 28.545886014651398 2000-11-01 28.621244398251000 2000-12-01 28.841134248938697 2001-01-01 30.531983136640300 2001-02-01 30.497228880313695 2001-03-01 30.462661679460002 2001-04-01 30.486662257820500 2001-05-01 30.209672114020900 2001-06-01 30.209163210766896 2001-07-01 29.988046962948500 2001-08-01 29.981356695564700 2001-09-01 29.897831982097300 2001-10-01 29.632128373940397 2001-11-01 29.628237612105302 2001-12-01 29.237997925444603 2002-01-01 28.937811854629697 2002-02-01 28.958666472318395 2002-03-01 28.943099789516600 2002-04-01 28.766131918499603 2002-05-01 28.970687992587500 2002-06-01 28.783369725975398 2002-07-01 28.817980402564203 2002-08-01 28.585061520332900 2002-09-01 28.869594556482703 2002-10-01 28.332903730720700 2002-11-01 28.347299742408300 2002-12-01 28.360398532505805 2003-01-01 26.947603250681200 2003-02-01 26.904985212964398 2003-03-01 26.711551796703898 2003-04-01 26.764440751735200 2003-05-01 26.738044965053703 2003-06-01 26.958796222391600 2003-07-01 27.051756520680698 2003-08-01 27.163962061912500 2003-09-01 27.132871836859900 2003-10-01 27.446659068968900 2003-11-01 27.374404604001004 2003-12-01 27.598585507236802 2004-01-01 27.542747577264400 2004-02-01 27.525050584400102 2004-03-01 27.676539839069300 2004-04-01 27.775007014028102 2004-05-01 27.726717751463800 2004-06-01 27.630294678892398 2004-07-01 27.684632697083000 2004-08-01 27.532929108085497 2004-09-01 27.701529221946696 2004-10-01 27.771065499596400 2004-11-01 27.699364413825700 2004-12-01 27.638944746300100 2005-01-01 27.342107508670000 2005-02-01 27.535168446764600 2005-03-01 27.507706718023800 2005-04-01 27.779227169380803 2005-05-01 27.623073993382600 2005-06-01 27.517850521088700 2005-07-01 27.548701707705900 2005-08-01 27.503101106257600 2005-09-01 27.775676418843100 2005-10-01 27.396243739562102 2005-11-01 27.410362963649000 2005-12-01 27.367859741727400 2006-01-01 27.633860304884600 2006-02-01 27.631999191889700 2006-03-01 27.724011732319700 2006-04-01 27.785497177540396 2006-05-01 27.839774988076700 2006-06-01 27.911830976391700 2006-07-01 27.727084392142400 2006-08-01 27.881041029153600 2006-09-01 27.954286513557896 2006-10-01 27.320562764127900 2006-11-01 27.303861978636604 2006-12-01 27.290739664872103 2007-01-01 27.231469933188800 2007-02-01 27.429140556366500 2007-03-01 27.320432128561396 2007-04-01 27.194164432578003 2007-05-01 27.256618253066897 2007-06-01 27.219269906275200 2007-07-01 27.210657895533700 2007-08-01 27.055638322698396 2007-09-01 27.134680329760798 2007-10-01 27.146495465674000 2007-11-01 27.302977931535896 2007-12-01 27.506236775587200 2008-01-01 27.137424212585103 2008-02-01 27.015395420908300 2008-03-01 26.904553312768503 2008-04-01 26.902256096298700 2008-05-01 26.778674121730800 2008-06-01 26.832017999576603 2008-07-01 26.882799875243897 2008-08-01 27.142097526054200 2008-09-01 26.934091725594300 2008-10-01 26.855445972661300 2008-11-01 26.697598987655603 2008-12-01 26.516046940980100 2009-01-01 26.258527989266803 2009-02-01 25.811917536425000 2009-03-01 25.589118614137000 2009-04-01 25.092691112726000 2009-05-01 25.102011414012300 2009-06-01 24.946412108376700 2009-07-01 24.444763834230000 2009-08-01 24.428760374421202 2009-09-01 24.435535592983303 2009-10-01 24.461762506300100 2009-11-01 24.393001740135897 2009-12-01 24.231134334856000 2010-01-01 24.991858749301702 2010-02-01 24.816503316062303 2010-03-01 24.971696865713600 2010-04-01 25.077702289607200 2010-05-01 25.214279371837396 2010-06-01 25.046673817443900 2010-07-01 25.191284235332603 2010-08-01 25.330836372459900 2010-09-01 25.351911981413398 2010-10-01 25.269032879746500 2010-11-01 25.289289173293000 2010-12-01 25.357532365180603 2011-01-01 25.431001715668000 2011-02-01 25.514482777923497 2011-03-01 25.557274434121000 2011-04-01 25.450220240542198 2011-05-01 25.411601341600700 2011-06-01 25.336284227301697 2011-07-01 25.350303043812600 2011-08-01 25.335987287403803 2011-09-01 25.181568254933700 2011-10-01 25.180816028164802 2011-11-01 25.079869390084600 2011-12-01 25.294486305432400 2012-01-01 24.865296904190803 2012-02-01 24.695990825652800 2012-03-01 24.738626707042100 2012-04-01 24.926193301487800 2012-05-01 24.899950755214800 2012-06-01 25.120469174679602 2012-07-01 25.219840623068700 2012-08-01 25.163892178470398 2012-09-01 25.232666270637196 2012-10-01 25.074659164141398 2012-11-01 25.159919618524200 2012-12-01 25.130127219862700 2013-01-01 25.088112241408700 2013-02-01 24.973406324207100 2013-03-01 25.026087740669897 2013-04-01 24.892740093737302 2013-05-01 24.890546923840297 2013-06-01 24.906537222933196 2013-07-01 25.015829314447900 2013-08-01 24.895145619261104 2013-09-01 24.881010029261397 2013-10-01 24.663268315147400 2013-11-01 24.838491769068200 2013-12-01 24.863261108714500 2014-01-01 24.787078117074000 2014-02-01 24.857547231332997 2014-03-01 24.808835560468100 2014-04-01 24.862892224299200 2014-05-01 24.880726465841200 2014-06-01 24.799803035184603 2014-07-01 24.731266605277300 2014-08-01 24.722264414085302 2014-09-01 24.825744445230200 2014-10-01 25.039498091366100 2014-11-01 25.233051566591396 2014-12-01 25.191068917957395 2015-01-01 25.478027325067600 2015-02-01 25.433781679098500 2015-03-01 25.391679425416900 2015-04-01 25.241294876016102 2015-05-01 25.576262892159300 2015-06-01 25.599120096600103 2015-07-01 25.658023323433700 2015-08-01 25.632876897714098 2015-09-01 25.650192965864300 2015-10-01 25.823342572567395 2015-11-01 25.734858209731602 2015-12-01 25.825439251155300 2016-01-01 25.857226034579895 2016-02-01 25.907328031560997 2016-03-01 26.071590650723100 2016-04-01 26.133730100877198 2016-05-01 26.086895879042803 2016-06-01 26.112159446649798 2016-07-01 26.074638484775600 2016-08-01 26.115002460316000 2016-09-01 26.170942193397900 2016-10-01 26.109528439464302 2016-11-01 26.143530065152900 2016-12-01 26.344969482930303 2017-01-01 25.928737833688500 2017-02-01 25.978783806642102 2017-03-01 26.169961422511800 2017-04-01 26.246822844480800 2017-05-01 26.228046467484800 2017-06-01 26.126539536873000 2017-07-01 26.071443825157104 2017-08-01 26.174277448825800 2017-09-01 26.165004751625500 2017-10-01 26.204318502154898 2017-11-01 26.160145633546602 2017-12-01 26.169228411309298 2018-01-01 26.085415965119900 2018-02-01 26.153365579431300 2018-03-01 26.085637986559700 2018-04-01 25.969989161300898 2018-05-01 26.071900362955000 2018-06-01 26.255792019125600 2018-07-01 26.243679927670897 2018-08-01 26.218496073311602 2018-09-01 26.365513326913100 2018-10-01 26.297226426437300 2018-11-01 26.378231164083400 2018-12-01 26.388341685310998 2019-01-01 26.546171465087700 2019-02-01 26.726592699308300 2019-03-01 27.022001572421104 2019-04-01 27.096930990512300 2019-05-01 27.105606561417602 2019-06-01 27.075993038744700 2019-07-01 27.102873528312802 2019-08-01 27.165404812602300 2019-09-01 27.061051924976603 2019-10-01 26.997195581353900 2019-11-01 27.411285071566500 2019-12-01 27.522743271327897 2020-01-01 27.510930469036400 2020-02-01 27.506198059984303 2020-03-01 27.453253198806802 2020-04-01 21.102477769274103 2020-05-01 22.603994760725303 2020-06-01 23.885929316989003 2020-07-01 24.669770114998500 2020-08-01 25.029116700512100 2020-09-01 25.466337195053896 2020-10-01 25.715046508262400 2020-11-01 25.653249773468698 2020-12-01 25.851858616279696 2021-01-01 26.190152764530300 2021-02-01 26.286587450875803 2021-03-01 26.266786833718000 2021-04-01 26.391964492384602 2021-05-01 26.485481754429802 2021-06-01 26.480093830979200 2021-07-01 26.752640597428698 2021-08-01 26.711779112368898 2021-09-01 26.558029744222697 2021-10-01 26.846124707337104 2021-11-01 26.909571641917400 2021-12-01 26.984356481373400 2022-01-01 26.384381286974000 2022-02-01 26.573185560718397 2022-03-01 26.852676279969202 2022-04-01 27.065105609084500 2022-05-01 27.145881448701402 2022-06-01 27.169869345698600 2022-07-01 27.250725361898102 2022-08-01 27.313861508289400 2022-09-01 27.259119833476100 2022-10-01 27.282420407743100 2022-11-01 27.249009241208200 2022-12-01 27.404662848813800 2023-01-01 27.497686245222503 2023-02-01 27.461542844111200 2023-03-01 27.525239136462897 2023-04-01 27.542137494750800 2023-05-01 27.611179171957396 2023-06-01 27.653001206061200 2023-07-01 27.453570492067300 2023-08-01 27.523735863946600 2023-09-01 27.757240836350800 2023-10-01 27.615340942164103 2023-11-01 27.781765324785800 2023-12-01 27.918144284046000 2024-01-01 28.113572602388896 2024-02-01 28.357330878839804 2024-03-01 28.488585032227500