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 2024-01-01 Last Updated: 2024-03-12 6:03 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 23.107159954794500 1990-02-01 23.741278503554500 1990-03-01 23.731704426267900 1990-04-01 23.861512924678397 1990-05-01 23.915338266835498 1990-06-01 24.021520911924200 1990-07-01 23.189313978235603 1990-08-01 23.640268486740197 1990-09-01 23.597807983356400 1990-10-01 23.083466924001602 1990-11-01 23.262858151054395 1990-12-01 23.948743902071598 1991-01-01 22.811206799619200 1991-02-01 22.532211850143000 1991-03-01 22.823479282021800 1991-04-01 21.685404266714100 1991-05-01 21.599712913680000 1991-06-01 21.616302734233102 1991-07-01 21.577032798292898 1991-08-01 21.755054569012998 1991-09-01 21.826076758491700 1991-10-01 21.786595234870400 1991-11-01 21.459076550337300 1991-12-01 21.320610726843700 1992-01-01 21.625710420593702 1992-02-01 21.427751330714102 1992-03-01 21.294922174326400 1992-04-01 21.410252922107100 1992-05-01 20.674414887242300 1992-06-01 20.917629481591998 1992-07-01 21.980316784801804 1992-08-01 21.766165214383200 1992-09-01 21.686685703083000 1992-10-01 21.772698089200397 1992-11-01 21.659735339547897 1992-12-01 21.774195678402300 1993-01-01 22.245952689417802 1993-02-01 21.914999120267400 1993-03-01 21.574782141652400 1993-04-01 21.423426710893303 1993-05-01 21.552305500604100 1993-06-01 21.505331027289802 1993-07-01 22.085869990543298 1993-08-01 21.993738865206698 1993-09-01 21.965787178264900 1993-10-01 22.073806719254197 1993-11-01 22.255075694794800 1993-12-01 21.787414685686397 1994-01-01 22.269697407311900 1994-02-01 22.281280259870200 1994-03-01 22.546827574805103 1994-04-01 22.551799358334400 1994-05-01 22.960165433340602 1994-06-01 23.104406276412900 1994-07-01 23.113636359009600 1994-08-01 22.900216116173100 1994-09-01 23.137261613018104 1994-10-01 23.167582155541100 1994-11-01 23.225522290168100 1994-12-01 23.510593114435700 1995-01-01 23.291004025579200 1995-02-01 23.339420118981400 1995-03-01 23.715493818756700 1995-04-01 23.788444676630000 1995-05-01 24.000643325575800 1995-06-01 23.793562019317900 1995-07-01 23.562460984872303 1995-08-01 24.002183936783698 1995-09-01 23.901012579279500 1995-10-01 24.057003675921397 1995-11-01 23.669023060606698 1995-12-01 24.231595979821700 1996-01-01 24.304006294237197 1996-02-01 24.517587871848196 1996-03-01 24.372684921699000 1996-04-01 24.825940034037900 1996-05-01 24.759725388782503 1996-06-01 24.898675741330300 1996-07-01 25.229251608050200 1996-08-01 24.876964890236696 1996-09-01 25.060835865811200 1996-10-01 24.917766413223600 1996-11-01 25.009183678040102 1996-12-01 25.294860150901602 1997-01-01 25.904152958959603 1997-02-01 25.507404708751000 1997-03-01 25.533837718959500 1997-04-01 25.535357303344200 1997-05-01 25.408242934608896 1997-06-01 25.913773591689402 1997-07-01 25.989510970421400 1997-08-01 26.165573485767002 1997-09-01 26.437161001471800 1997-10-01 26.364437952478800 1997-11-01 26.452329433649396 1997-12-01 26.362092710768800 1998-01-01 26.392036635984300 1998-02-01 26.517144324753698 1998-03-01 26.406181851744698 1998-04-01 26.037438572115303 1998-05-01 26.035084759831700 1998-06-01 26.233410218015198 1998-07-01 26.334858891676504 1998-08-01 26.853785099573300 1998-09-01 26.801521532888398 1998-10-01 27.211860765623600 1998-11-01 27.388635020675803 1998-12-01 27.255899676972298 1999-01-01 27.400301585285100 1999-02-01 27.256124956594200 1999-03-01 27.288354627331100 1999-04-01 27.332894105066200 1999-05-01 27.414413555751600 1999-06-01 27.440130594461700 1999-07-01 28.654314780552696 1999-08-01 28.259429903768200 1999-09-01 28.056963313812300 1999-10-01 27.671214778470200 1999-11-01 27.838395705243396 1999-12-01 27.945442013522896 2000-01-01 27.908923220527100 2000-02-01 28.025327918400700 2000-03-01 28.312081180056400 2000-04-01 28.417076251839000 2000-05-01 28.369924817183500 2000-06-01 28.126073606347000 2000-07-01 27.936362986995803 2000-08-01 27.863686806352803 2000-09-01 28.189721165551100 2000-10-01 28.545718185188605 2000-11-01 28.621069232161304 2000-12-01 28.840904004290298 2001-01-01 30.532327999106602 2001-02-01 30.497402978289298 2001-03-01 30.462790406279698 2001-04-01 30.486767633226900 2001-05-01 30.209713217198500 2001-06-01 30.209177355910200 2001-07-01 29.987986550114798 2001-08-01 29.981259298511800 2001-09-01 29.897754050458900 2001-10-01 29.631950999543600 2001-11-01 29.628027547763500 2001-12-01 29.237718088488100 2002-01-01 28.938223836700697 2002-02-01 28.958866538440500 2002-03-01 28.943241661812900 2002-04-01 28.766248630590300 2002-05-01 28.970725807487998 2002-06-01 28.783371716983105 2002-07-01 28.817920471216100 2002-08-01 28.584962255612800 2002-09-01 28.869500727400000 2002-10-01 28.332743411615600 2002-11-01 28.347105543644800 2002-12-01 28.360127825527300 2003-01-01 26.947994790811897 2003-02-01 26.905160246168400 2003-03-01 26.711677376597800 2003-04-01 26.764564292446800 2003-05-01 26.738078239737500 2003-06-01 26.958794140050003 2003-07-01 27.051711604241700 2003-08-01 27.163876584912302 2003-09-01 27.132780104012000 2003-10-01 27.446527867775696 2003-11-01 27.374244439508600 2003-12-01 27.598335097726697 2004-01-01 27.543078719408500 2004-02-01 27.525196013655300 2004-03-01 27.676639993406200 2004-04-01 27.775127707412300 2004-05-01 27.726738124858898 2004-06-01 27.630280132505900 2004-07-01 27.684595022591502 2004-08-01 27.532872233806895 2004-09-01 27.701453352940803 2004-10-01 27.770968444391500 2004-11-01 27.699273018206200 2004-12-01 27.638766034339800 2005-01-01 27.342316128506305 2005-02-01 27.535260508526800 2005-03-01 27.507774357822200 2005-04-01 27.779330370958600 2005-05-01 27.623088772311696 2005-06-01 27.517840966348600 2005-07-01 27.548677782099000 2005-08-01 27.503062447443200 2005-09-01 27.775626195070895 2005-10-01 27.396177007859700 2005-11-01 27.410320820320702 2005-12-01 27.367738525755700 2006-01-01 27.633976557072900 2006-02-01 27.632051873246898 2006-03-01 27.724050390111900 2006-04-01 27.785581826119397 2006-05-01 27.839781424444700 2006-06-01 27.911822886668897 2006-07-01 27.727069175411803 2006-08-01 27.881015757984500 2006-09-01 27.954255179409500 2006-10-01 27.320525241754100 2006-11-01 27.303860031905200 2006-12-01 27.290670295742103 2007-01-01 27.231518622639605 2007-02-01 27.429158364372600 2007-03-01 27.320449601666397 2007-04-01 27.194218818234500 2007-05-01 27.256624639777900 2007-06-01 27.219269524269700 2007-07-01 27.210654208583303 2007-08-01 27.055624203286300 2007-09-01 27.134664401868700 2007-10-01 27.146468790099302 2007-11-01 27.302982800686898 2007-12-01 27.506192323821200 2008-01-01 27.137451201905304 2008-02-01 27.015405460404700 2008-03-01 26.904562514147102 2008-04-01 26.902283873235998 2008-05-01 26.778678159431802 2008-06-01 26.832018779871500 2008-07-01 26.882799256142100 2008-08-01 27.142089217270500 2008-09-01 26.934084314801197 2008-10-01 26.855430470594800 2008-11-01 26.697604414437000 2008-12-01 26.516025308817202 2009-01-01 26.258535864987696 2009-02-01 25.811925700413198 2009-03-01 25.589126578098900 2009-04-01 25.092697593611300 2009-05-01 25.102016020821400 2009-06-01 24.946414381377696 2009-07-01 24.444764019034900 2009-08-01 24.428754462009300 2009-09-01 24.435532507409500 2009-10-01 24.461752950152100 2009-11-01 24.393001962890300 2009-12-01 24.231131893957400 2010-01-01 24.991860770711800 2010-02-01 24.816506254738805 2010-03-01 24.971700802122502 2010-04-01 25.077705357761303 2010-05-01 25.214281247630602 2010-06-01 25.046674415046898 2010-07-01 25.191282772583200 2010-08-01 25.330832919685000 2010-09-01 25.351910471116600 2010-10-01 25.269031897018000 2010-11-01 25.289288390962803 2010-12-01 25.357530355647803 2011-01-01 25.431002767334000 2011-02-01 25.514484636159200 2011-03-01 25.557277429168302 2011-04-01 25.450222138070302 2011-05-01 25.411602629688396 2011-06-01 25.336284548372998 2011-07-01 25.350300712284604 2011-08-01 25.335984603415998 2011-09-01 25.181565523773603 2011-10-01 25.180814039755802 2011-11-01 25.079867472143400 2011-12-01 25.294485308422800 2012-01-01 24.865303297719002 2012-02-01 24.695993065356700 2012-03-01 24.738630041449298 2012-04-01 24.926198912440700 2012-05-01 24.899951321146396 2012-06-01 25.120468022819700 2012-07-01 25.219835655529700 2012-08-01 25.163887119044600 2012-09-01 25.232658553774300 2012-10-01 25.074653104836997 2012-11-01 25.159915649415197 2012-12-01 25.130127525125200 2013-01-01 25.088127928655700 2013-02-01 24.973413700877000 2013-03-01 25.026095271182700 2013-04-01 24.892751343474004 2013-05-01 24.890546986191000 2013-06-01 24.906534325365300 2013-07-01 25.015822746478100 2013-08-01 24.895136449478898 2013-09-01 24.880994269994300 2013-10-01 24.663252373286800 2013-11-01 24.838472787005000 2013-12-01 24.863241150146603 2014-01-01 24.787079488298602 2014-02-01 24.857652108555900 2014-03-01 24.808826644877000 2014-04-01 24.862893626085500 2014-05-01 24.880742170867600 2014-06-01 24.799820747284603 2014-07-01 24.731272136884100 2014-08-01 24.722248394938700 2014-09-01 24.825701244600100 2014-10-01 25.039439869762003 2014-11-01 25.232984040021300 2014-12-01 25.191004824663896 2015-01-01 25.478001646805897 2015-02-01 25.433994291058898 2015-03-01 25.391678374915600 2015-04-01 25.241324935888702 2015-05-01 25.576347626545100 2015-06-01 25.599208988890400 2015-07-01 25.658067510589400 2015-08-01 25.632842747084400 2015-09-01 25.650073216951700 2015-10-01 25.823169189379200 2015-11-01 25.734670401613100 2015-12-01 25.825279583144003 2016-01-01 25.857148607305398 2016-02-01 25.907643297453298 2016-03-01 26.071601741988800 2016-04-01 26.133842082329803 2016-05-01 26.087154149680200 2016-06-01 26.112450514316100 2016-07-01 26.074916988113700 2016-08-01 26.115209740473400 2016-09-01 26.171049461104900 2016-10-01 26.107652836104100 2016-11-01 26.143503793553702 2016-12-01 26.344684473416900 2017-01-01 25.928777385911303 2017-02-01 25.979241512415200 2017-03-01 26.170173410209898 2017-04-01 26.247112574607100 2017-05-01 26.228529557336696 2017-06-01 26.127261247343600 2017-07-01 26.071992865323402 2017-08-01 26.174715482604700 2017-09-01 26.165334677906298 2017-10-01 26.200260564646502 2017-11-01 26.160131160095300 2017-12-01 26.168697923421900 2018-01-01 26.085512699684703 2018-02-01 26.153966586428600 2018-03-01 26.086161942472100 2018-04-01 25.970654089537696 2018-05-01 26.072851616313702 2018-06-01 26.257340179814800 2018-07-01 26.245090670150102 2018-08-01 26.219784866674300 2018-09-01 26.364459863386003 2018-10-01 26.291459668148400 2018-11-01 26.377846101193700 2018-12-01 26.385416686598000 2019-01-01 26.544973946077400 2019-02-01 26.729948635500897 2019-03-01 27.023360880882700 2019-04-01 27.098572860324600 2019-05-01 27.107653163316698 2019-06-01 27.078866277062100 2019-07-01 27.105274001724200 2019-08-01 27.167191153332300 2019-09-01 27.057679617986302 2019-10-01 26.990125808662000 2019-11-01 27.408843949400800 2019-12-01 27.516304447826300 2020-01-01 27.507797294005602 2020-02-01 27.512579114496397 2020-03-01 27.456436242426600 2020-04-01 21.106516340932398 2020-05-01 22.608467454816500 2020-06-01 23.890929524383804 2020-07-01 24.673923167473898 2020-08-01 25.031808287180400 2020-09-01 25.460357754973398 2020-10-01 25.705847064765000 2020-11-01 25.646491603573498 2020-12-01 25.837430823244200 2021-01-01 26.177597670525300 2021-02-01 26.303037105387002 2021-03-01 26.277433918022600 2021-04-01 26.401194231920600 2021-05-01 26.493376276497397 2021-06-01 26.487013358891300 2021-07-01 26.757200805301600 2021-08-01 26.713327662303900 2021-09-01 26.548898455524600 2021-10-01 26.833531370536605 2021-11-01 26.896340562979002 2021-12-01 26.961977439508400 2022-01-01 26.360861550502502 2022-02-01 26.597938836528300 2022-03-01 26.880320487943898 2022-04-01 27.079689448902396 2022-05-01 27.156798569320802 2022-06-01 27.177860236214600 2022-07-01 27.255020725601696 2022-08-01 27.313677202878605 2022-09-01 27.246031117348600 2022-10-01 27.266961608021102 2022-11-01 27.229231697750300 2022-12-01 27.373099920817300 2023-01-01 27.460730408830800 2023-02-01 27.495883656129198 2023-03-01 27.574267244655700 2023-04-01 27.561598702978202 2023-05-01 27.624248277076603 2023-06-01 27.661020612026300 2023-07-01 27.456255560822100 2023-08-01 27.520267694991603 2023-09-01 27.740238328535103 2023-10-01 27.595962063848802 2023-11-01 27.755894363604200 2023-12-01 27.880920008467900 2024-01-01 28.068323438462300