Title: All Employees: Trade, Transportation, and Utilities in Harrisburg-Carlisle, PA (MSA) Series ID: HARR442TRAD 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 6:08 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/HARR442TRADN). 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 57.095262229135510 1990-02-01 57.519823901687005 1990-03-01 57.599873909667590 1990-04-01 56.957923586205396 1990-05-01 56.846826141882200 1990-06-01 57.290890708227200 1990-07-01 56.469014199297800 1990-08-01 56.410714972876704 1990-09-01 56.640191419108400 1990-10-01 56.873316216557210 1990-11-01 56.294038713298210 1990-12-01 56.067106311054710 1991-01-01 55.876378924975400 1991-02-01 55.897405807046205 1991-03-01 55.555013970444200 1991-04-01 55.747759822838105 1991-05-01 55.550706035020504 1991-06-01 55.720389500196895 1991-07-01 55.671805139152696 1991-08-01 55.393710413232604 1991-09-01 55.932505489941300 1991-10-01 54.978642013012000 1991-11-01 55.126642867280104 1991-12-01 54.993056223239100 1992-01-01 55.054284064047790 1992-02-01 54.888963612523300 1992-03-01 55.023151404589605 1992-04-01 54.943904619744610 1992-05-01 55.072201997401294 1992-06-01 55.068967791879800 1992-07-01 55.075052065294706 1992-08-01 55.074476033136904 1992-09-01 55.133356314710795 1992-10-01 55.351407934821395 1992-11-01 55.613062686113395 1992-12-01 55.849706156592504 1993-01-01 56.134170706820000 1993-02-01 56.103391123313800 1993-03-01 55.899129686584700 1993-04-01 56.474721973492700 1993-05-01 56.599584171491700 1993-06-01 56.536116366301700 1993-07-01 58.219626671268500 1993-08-01 58.502638178115100 1993-09-01 58.560279966400500 1993-10-01 57.596271525951100 1993-11-01 57.465579667361496 1993-12-01 57.668813082853205 1994-01-01 57.810626401366500 1994-02-01 57.801074221299494 1994-03-01 58.110771050818606 1994-04-01 57.409058850745900 1994-05-01 58.452436537187204 1994-06-01 58.506706785936790 1994-07-01 58.725520879954300 1994-08-01 58.888776301352500 1994-09-01 59.023300198149200 1994-10-01 59.268885313875295 1994-11-01 59.340859418595200 1994-12-01 59.301610749691400 1995-01-01 59.090754210042896 1995-02-01 59.158722737445096 1995-03-01 59.315291854982400 1995-04-01 59.260014742061100 1995-05-01 59.324685927954600 1995-06-01 59.554924848797400 1995-07-01 60.723139222128296 1995-08-01 61.003980269570400 1995-09-01 60.968972626823100 1995-10-01 61.466108769864100 1995-11-01 61.620286378275990 1995-12-01 61.720645099365605 1996-01-01 61.781757550168800 1996-02-01 62.406892181428795 1996-03-01 63.070489547622610 1996-04-01 62.528938679695905 1996-05-01 63.018836373742296 1996-06-01 62.777904726204010 1996-07-01 63.099772329594295 1996-08-01 63.194466110491300 1996-09-01 63.712793154858890 1996-10-01 64.104835216910200 1996-11-01 64.327008376363610 1996-12-01 64.559734027066000 1997-01-01 64.874520054312100 1997-02-01 64.813151454585600 1997-03-01 64.887479237337290 1997-04-01 65.396862133623700 1997-05-01 65.481361179683290 1997-06-01 65.770629164313600 1997-07-01 66.076359890387410 1997-08-01 64.982772545065100 1997-09-01 66.466940526280700 1997-10-01 66.070654181663600 1997-11-01 66.185061180941100 1997-12-01 66.353727932713300 1998-01-01 66.356369786633510 1998-02-01 66.423302610023400 1998-03-01 66.502739391076400 1998-04-01 66.633023978882600 1998-05-01 66.387753933273900 1998-06-01 66.843650241614300 1998-07-01 67.057467315088800 1998-08-01 66.944557231046200 1998-09-01 67.228636658876100 1998-10-01 67.254569419958000 1998-11-01 67.477389612840300 1998-12-01 67.471530651315290 1999-01-01 67.438493353009300 1999-02-01 67.776221383150200 1999-03-01 68.198757627380600 1999-04-01 67.235081311809300 1999-05-01 66.960433073446000 1999-06-01 67.397892311949800 1999-07-01 68.473574317301000 1999-08-01 67.919052289140990 1999-09-01 67.927320878179900 1999-10-01 68.009774066943900 1999-11-01 68.143510859104500 1999-12-01 68.471070426845200 2000-01-01 68.942974440815290 2000-02-01 69.482419692949000 2000-03-01 70.385638080067300 2000-04-01 69.640923548380000 2000-05-01 69.823296829289600 2000-06-01 69.953370671832100 2000-07-01 70.037350211676210 2000-08-01 70.406588267295900 2000-09-01 69.969620744876000 2000-10-01 69.518685440261490 2000-11-01 69.844926145079700 2000-12-01 69.934837267228900 2001-01-01 70.164102030006800 2001-02-01 70.117201753391200 2001-03-01 70.120994517122300 2001-04-01 70.925730231718600 2001-05-01 70.478652255679100 2001-06-01 70.108687487777600 2001-07-01 70.123645719321300 2001-08-01 70.017767527704110 2001-09-01 69.819107827447800 2001-10-01 69.692975771267300 2001-11-01 69.616711913767700 2001-12-01 69.613145525708700 2002-01-01 69.593908947494600 2002-02-01 69.159450689470200 2002-03-01 68.858421402433300 2002-04-01 69.194238207777390 2002-05-01 69.145808723924500 2002-06-01 69.299641522822600 2002-07-01 69.087678670915900 2002-08-01 69.042970466323300 2002-09-01 69.050362126947290 2002-10-01 68.872666999009000 2002-11-01 68.759143065682610 2002-12-01 68.582137783893200 2003-01-01 68.213244351295500 2003-02-01 68.118459449303000 2003-03-01 68.011082490568100 2003-04-01 67.975186500494000 2003-05-01 67.756597798067290 2003-06-01 67.910275288822200 2003-07-01 67.713629870765600 2003-08-01 67.881858479290900 2003-09-01 67.843896845780000 2003-10-01 68.070747892076100 2003-11-01 67.972701117639500 2003-12-01 68.022497413676390 2004-01-01 68.232013269448300 2004-02-01 68.484963804459710 2004-03-01 68.804173246502200 2004-04-01 68.705788057557600 2004-05-01 68.692877754539400 2004-06-01 68.540809606890900 2004-07-01 68.220166482333100 2004-08-01 67.895269277689700 2004-09-01 68.110120302944500 2004-10-01 68.375021446221800 2004-11-01 68.394142106532400 2004-12-01 68.274865448572600 2005-01-01 67.927848643643400 2005-02-01 68.143846021701490 2005-03-01 67.904173361780010 2005-04-01 67.724597566716700 2005-05-01 67.918272062114500 2005-06-01 67.862784049912300 2005-07-01 68.375521702376390 2005-08-01 67.981433177267800 2005-09-01 68.153863276701900 2005-10-01 68.295974438683500 2005-11-01 68.676666091642290 2005-12-01 68.549186937834100 2006-01-01 68.639267856473000 2006-02-01 68.493562363596300 2006-03-01 68.644986903165290 2006-04-01 68.874720063602100 2006-05-01 68.713963425288400 2006-06-01 68.554368735533700 2006-07-01 68.903657589198600 2006-08-01 68.952000981704500 2006-09-01 69.306139894989100 2006-10-01 69.128093960460900 2006-11-01 69.593727064994400 2006-12-01 69.735568307438800 2007-01-01 69.865220875445300 2007-02-01 69.658130065996800 2007-03-01 69.788233595948100 2007-04-01 69.677940500517900 2007-05-01 69.679814295155500 2007-06-01 69.806675695712200 2007-07-01 69.833292205447110 2007-08-01 70.114780895665900 2007-09-01 70.077967393361500 2007-10-01 69.989785412010700 2007-11-01 69.864652395799100 2007-12-01 69.607555204451200 2008-01-01 70.110515277624200 2008-02-01 69.971405295646700 2008-03-01 69.981883119822100 2008-04-01 70.152547370897400 2008-05-01 70.127437975969000 2008-06-01 70.017605542296500 2008-07-01 70.190740477179200 2008-08-01 69.772609021876790 2008-09-01 69.482056938277400 2008-10-01 69.164228317264000 2008-11-01 68.386639556938600 2008-12-01 68.358811047121490 2009-01-01 67.447346307055800 2009-02-01 67.607491947692500 2009-03-01 66.705842117738100 2009-04-01 66.053689058330600 2009-05-01 66.050762362502610 2009-06-01 65.851184967013210 2009-07-01 65.331507435279200 2009-08-01 65.113685598953200 2009-09-01 64.998846708981100 2009-10-01 65.050800390740290 2009-11-01 65.130944728914000 2009-12-01 64.868841054307800 2010-01-01 64.374829776288100 2010-02-01 64.199276969986200 2010-03-01 64.525511068958000 2010-04-01 64.694759632126600 2010-05-01 64.579683734229700 2010-06-01 64.511925703706900 2010-07-01 64.437785780504600 2010-08-01 64.403271642864200 2010-09-01 64.227131371173800 2010-10-01 64.216300085454590 2010-11-01 63.985597986780400 2010-12-01 64.258350973919000 2011-01-01 64.781503207084800 2011-02-01 64.869824822665100 2011-03-01 64.994163859402890 2011-04-01 64.842932176772010 2011-05-01 64.533130714590500 2011-06-01 64.527420182676400 2011-07-01 64.257350748582900 2011-08-01 64.094131711981100 2011-09-01 64.131355746650000 2011-10-01 64.060373673368900 2011-11-01 64.089125077977700 2011-12-01 64.198813298294500 2012-01-01 64.246614122524700 2012-02-01 64.442096105999000 2012-03-01 64.680648193477500 2012-04-01 64.220698826871000 2012-05-01 64.319223657410000 2012-06-01 64.269259682018500 2012-07-01 64.401533487277400 2012-08-01 64.489163616489490 2012-09-01 64.311217411258200 2012-10-01 64.168232403688490 2012-11-01 64.170432096492800 2012-12-01 63.991886709896300 2013-01-01 63.789387100323495 2013-02-01 63.933192570672900 2013-03-01 64.099079648521500 2013-04-01 64.126931323602400 2013-05-01 64.244437363782800 2013-06-01 64.440912658754900 2013-07-01 64.032613312842700 2013-08-01 63.972075907722300 2013-09-01 63.987380156724400 2013-10-01 64.252188416026800 2013-11-01 63.940380223613700 2013-12-01 63.741747575842700 2014-01-01 64.021404880587800 2014-02-01 64.027639982714300 2014-03-01 64.139162324277700 2014-04-01 64.561246356149600 2014-05-01 64.798337953883100 2014-06-01 65.101471887363700 2014-07-01 65.606926687957600 2014-08-01 66.197974448567300 2014-09-01 66.386022443298500 2014-10-01 66.729269448673900 2014-11-01 66.803226949254600 2014-12-01 67.031693528556800 2015-01-01 67.255777734470500 2015-02-01 67.555882373566890 2015-03-01 67.711337988244000 2015-04-01 68.032603574488900 2015-05-01 68.489258680926510 2015-06-01 68.682854201018000 2015-07-01 68.897543781168300 2015-08-01 69.247911306377900 2015-09-01 69.418018679456100 2015-10-01 69.596493620626000 2015-11-01 69.641505780882400 2015-12-01 69.999359401814900 2016-01-01 70.168368198518700 2016-02-01 70.236509712803200 2016-03-01 70.663404038556010 2016-04-01 70.832014226182410 2016-05-01 70.910399664236900 2016-06-01 71.266190197715700 2016-07-01 72.004280481930100 2016-08-01 71.816997803733800 2016-09-01 71.881919245648400 2016-10-01 71.959837774181900 2016-11-01 72.251804312152700 2016-12-01 72.339843271634210 2017-01-01 72.770562600930920 2017-02-01 72.792037528264090 2017-03-01 72.686923340420500 2017-04-01 72.962077713916500 2017-05-01 72.772532704552000 2017-06-01 72.868881435256700 2017-07-01 72.545776026492090 2017-08-01 72.583804035988000 2017-09-01 72.870430839472190 2017-10-01 72.719401843331910 2017-11-01 72.981435703769800 2017-12-01 72.840410954168920 2018-01-01 72.672405936112600 2018-02-01 73.111662707343700 2018-03-01 73.282912961918000 2018-04-01 73.394160370244000 2018-05-01 73.739416225106300 2018-06-01 73.671741667352800 2018-07-01 73.990849762719490 2018-08-01 74.052595321774400 2018-09-01 74.170308199456900 2018-10-01 74.477123726732900 2018-11-01 74.097799594206300 2018-12-01 74.409852890921000 2019-01-01 74.373639033396600 2019-02-01 74.464115111668000 2019-03-01 73.977928198108600 2019-04-01 74.509184497906090 2019-05-01 74.800122819359000 2019-06-01 74.980175385529400 2019-07-01 74.990568904843090 2019-08-01 75.306236152562400 2019-09-01 75.146460002828900 2019-10-01 75.348245155861000 2019-11-01 75.854894199820300 2019-12-01 76.224595267054000 2020-01-01 75.280771548384300 2020-02-01 75.233686629416000 2020-03-01 75.168064360093300 2020-04-01 64.024105862014210 2020-05-01 66.601618375409300 2020-06-01 70.289487755458500 2020-07-01 71.458789093298590 2020-08-01 71.484788799407800 2020-09-01 72.055687635727600 2020-10-01 72.957732432182910 2020-11-01 73.204961851202800 2020-12-01 73.404510522325410 2021-01-01 73.435371380470100 2021-02-01 73.611078244464790 2021-03-01 73.939978249076400 2021-04-01 73.259505947759100 2021-05-01 73.295611315803700 2021-06-01 73.310125256838600 2021-07-01 73.696003460096100 2021-08-01 74.031249741954200 2021-09-01 74.073608344437900 2021-10-01 74.679664494195210 2021-11-01 75.176115263544800 2021-12-01 75.634672765458900 2022-01-01 75.994532970076590 2022-02-01 77.634540121336200 2022-03-01 77.951348402799100 2022-04-01 78.603624893089800 2022-05-01 78.511983965051600 2022-06-01 78.808921157056290 2022-07-01 79.210277010126000 2022-08-01 79.299474242649100 2022-09-01 79.300589566217400 2022-10-01 78.905526929745100 2022-11-01 78.919778962923500 2022-12-01 79.041508531151700 2023-01-01 79.583340725017700 2023-02-01 79.544250377489400 2023-03-01 79.959127647981590 2023-04-01 79.862113933404800 2023-05-01 80.160127373928920 2023-06-01 79.967903759849010 2023-07-01 79.131251460978500 2023-08-01 78.810730297380590 2023-09-01 79.366255534438500 2023-10-01 79.237123385723300 2023-11-01 79.085263494218900 2023-12-01 78.901475008308710 2024-01-01 78.219934257732090 2024-02-01 78.631873020573210 2024-03-01 78.322193556375710