Title: All Employees: Wholesale Trade in Lowell-Billerica-Chelmsford, MA-NH (NECTA Division) Series ID: SMU25748044100000001SA 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 2024-02-01 Last Updated: 2024-03-23 5:36 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/SMU25748044100000001). 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 7.8096639957782010 1990-02-01 7.8070792456491400 1990-03-01 7.6981199074232990 1990-04-01 7.6980235401588300 1990-05-01 7.6492828343032800 1990-06-01 7.6459224157449400 1990-07-01 7.3134835078180710 1990-08-01 7.2904958357904600 1990-09-01 7.2780839122676910 1990-10-01 7.1781484535251300 1990-11-01 7.2309832524639410 1990-12-01 7.3008502269005895 1991-01-01 7.0137509959712400 1991-02-01 6.9090958925072100 1991-03-01 6.9081760494218800 1991-04-01 6.7809127610474300 1991-05-01 6.7430610099065310 1991-06-01 6.7554017770919690 1991-07-01 6.7059801355833700 1991-08-01 6.6824360512406390 1991-09-01 6.5721078934511310 1991-10-01 6.6809947352727310 1991-11-01 6.7410427337900200 1991-12-01 6.7040072169236790 1992-01-01 6.7177112490989510 1992-02-01 6.7199953801234200 1992-03-01 6.7214113008988410 1992-04-01 6.5656034126588200 1992-05-01 6.5385794078073390 1992-06-01 6.4608980180821200 1992-07-01 6.2955513580175900 1992-08-01 6.3720736694334500 1992-09-01 6.3618632263108900 1992-10-01 6.3818782493826100 1992-11-01 6.2570462345021705 1992-12-01 6.3085956856608200 1993-01-01 6.3238264040952600 1993-02-01 6.3295614579876895 1993-03-01 6.3365542416133795 1993-04-01 6.5493583561978900 1993-05-01 6.6323102032710190 1993-06-01 6.5599832447316500 1993-07-01 6.6845423422606400 1993-08-01 6.7601629564450400 1993-09-01 6.7487058599141700 1993-10-01 6.7794603779108300 1993-11-01 6.7700672750754810 1993-12-01 6.8157677461062100 1994-01-01 6.7300533815538300 1994-02-01 6.8498647828660895 1994-03-01 6.7593956985483300 1994-04-01 6.7249657632098400 1994-05-01 6.7196339119040600 1994-06-01 6.8573948413154190 1994-07-01 6.9736381096842190 1994-08-01 7.0519134698995310 1994-09-01 7.1446714294730300 1994-10-01 7.0792198339999400 1994-11-01 7.1827075409647690 1994-12-01 7.2173510464762000 1995-01-01 7.4401614148372300 1995-02-01 7.4662992412506100 1995-03-01 7.5837793426113400 1995-04-01 7.7051867760488300 1995-05-01 7.7081714914291910 1995-06-01 7.8459799018353000 1995-07-01 7.7651267438780000 1995-08-01 7.7455209651394200 1995-09-01 7.8464344280809200 1995-10-01 7.8816763069525490 1995-11-01 7.9887235784763200 1995-12-01 8.0163982961344690 1996-01-01 8.0431291032430000 1996-02-01 8.0879248985589510 1996-03-01 8.0988213840363800 1996-04-01 8.1822061687117510 1996-05-01 8.2946217894517100 1996-06-01 8.3371085341627300 1996-07-01 8.3620781303497010 1996-08-01 8.4430830760159310 1996-09-01 8.3632221428836400 1996-10-01 8.5848516298941900 1996-11-01 8.5913402492242100 1996-12-01 8.6022757127080300 1997-01-01 9.2493965825820190 1997-02-01 9.3113912912601000 1997-03-01 9.4171792721213500 1997-04-01 9.4650592657670700 1997-05-01 9.4811952723517500 1997-06-01 9.5287474362040900 1997-07-01 8.9637799090421500 1997-08-01 8.9397530592572100 1997-09-01 8.9837531839869200 1997-10-01 8.1842358778789190 1997-11-01 8.1977127482960300 1997-12-01 8.2842422464480700 1998-01-01 8.3433528311030490 1998-02-01 8.5089480775730980 1998-03-01 8.4004052954902000 1998-04-01 8.3606296207942500 1998-05-01 8.4749918002290500 1998-06-01 8.4446796721563600 1998-07-01 8.4680511971997310 1998-08-01 8.5415782085994100 1998-09-01 7.9055306535644805 1998-10-01 8.5846269658586710 1998-11-01 8.7044585232627600 1998-12-01 8.7606069385773400 1999-01-01 8.5417572533889500 1999-02-01 8.6045444840958000 1999-03-01 8.5923283380365400 1999-04-01 8.6644089417147500 1999-05-01 8.6805551303945000 1999-06-01 8.7547268971409900 1999-07-01 8.7636930181017600 1999-08-01 8.8349332784951300 1999-09-01 8.8181407780561500 1999-10-01 8.8909446397722900 1999-11-01 8.9084510052057600 1999-12-01 9.0457151971480520 2000-01-01 9.0353384264871700 2000-02-01 9.1005260455560400 2000-03-01 9.1811159762101300 2000-04-01 9.3748956271291300 2000-05-01 9.3984236151834600 2000-06-01 9.4547421457337220 2000-07-01 9.5532014353503690 2000-08-01 9.6324381784018300 2000-09-01 9.7273467655543000 2000-10-01 9.8011654698432890 2000-11-01 9.8066178369739490 2000-12-01 9.8302008366431990 2001-01-01 9.8279377221349210 2001-02-01 9.8908842509033810 2001-03-01 9.9700036238773300 2001-04-01 9.9015259201116600 2001-05-01 9.9234437646727200 2001-06-01 9.7556978130652700 2001-07-01 9.6396030234319810 2001-08-01 9.5325960154482900 2001-09-01 9.4243410622086900 2001-10-01 9.3121027697536980 2001-11-01 9.2037431085319490 2001-12-01 8.9325741166211600 2002-01-01 9.0203870535246600 2002-02-01 8.8701826138248490 2002-03-01 8.7464147883318500 2002-04-01 8.3275601017722000 2002-05-01 8.2350646913403410 2002-06-01 8.1606631129435990 2002-07-01 8.1369160419476600 2002-08-01 8.0407886354188100 2002-09-01 7.9123499980345400 2002-10-01 7.8199477317827110 2002-11-01 7.7012157173118700 2002-12-01 7.6450337620026305 2003-01-01 7.6141172859472500 2003-02-01 7.5528557286964000 2003-03-01 7.6361620442546700 2003-04-01 7.4467491305316100 2003-05-01 7.3410732141452100 2003-06-01 7.3652437536197400 2003-07-01 7.1313768203447300 2003-08-01 7.1351286915175790 2003-09-01 7.1983851426825000 2003-10-01 7.2264805797367900 2003-11-01 7.3017028376167210 2003-12-01 7.2527942701687890 2004-01-01 7.2164985373763300 2004-02-01 7.2547163245251600 2004-03-01 7.2411841907406105 2004-04-01 7.1554870245668100 2004-05-01 7.2387347026227200 2004-06-01 7.2588602240884290 2004-07-01 7.3235251734984190 2004-08-01 7.3239934986031106 2004-09-01 7.2856895561805310 2004-10-01 7.2279225616634810 2004-11-01 7.2001271698632200 2004-12-01 7.2616351403360000 2005-01-01 7.3217093777412200 2005-02-01 7.1609510299688495 2005-03-01 7.0539089939512600 2005-04-01 7.1617491126169000 2005-05-01 7.1275863901814400 2005-06-01 7.0561764100936200 2005-07-01 7.0216697928797500 2005-08-01 7.0208350832093100 2005-09-01 6.9784745921881410 2005-10-01 6.9217395539499496 2005-11-01 6.8971478340354210 2005-12-01 6.8703453472444700 2006-01-01 6.9243730427278500 2006-02-01 6.9742608833139000 2006-03-01 6.9655350468992605 2006-04-01 6.9602996659994900 2006-05-01 6.9096530393636500 2006-06-01 6.8519471131323200 2006-07-01 7.0276444426792600 2006-08-01 7.0239323040701400 2006-09-01 6.9802945584997590 2006-10-01 6.9071746738171600 2006-11-01 6.8848891907585800 2006-12-01 6.8790995202439000 2007-01-01 6.7262253609283600 2007-02-01 6.7806967527631000 2007-03-01 6.7709922615184100 2007-04-01 6.8592783848563800 2007-05-01 6.9001070496349595 2007-06-01 6.9518639972939900 2007-07-01 6.8352902843105690 2007-08-01 6.8307769796709800 2007-09-01 6.8917512314385900 2007-10-01 6.8874538054918210 2007-11-01 6.8666869863671400 2007-12-01 6.8806613857243000 2008-01-01 7.3352940568352590 2008-02-01 7.0927350809795700 2008-03-01 6.8769581283038200 2008-04-01 6.8541131888236610 2008-05-01 6.8986189844566800 2008-06-01 6.8512684949329690 2008-07-01 6.8429164598941700 2008-08-01 6.7412312867385200 2008-09-01 6.7060411775458000 2008-10-01 6.6670711049417200 2008-11-01 6.6488984300478200 2008-12-01 6.5820375749465190 2009-01-01 6.5396179589315090 2009-02-01 6.3825846080644210 2009-03-01 6.3724096992341610 2009-04-01 6.2477847938612200 2009-05-01 6.2020170056399500 2009-06-01 6.1604511065622200 2009-07-01 6.0497806723085310 2009-08-01 6.0492649927685400 2009-09-01 6.0168467684958395 2009-10-01 6.0583537360139100 2009-11-01 6.0431604567516395 2009-12-01 5.9793116304621900 2010-01-01 5.9454271047975995 2010-02-01 5.9784127809859500 2010-03-01 5.9676012786140300 2010-04-01 5.9432460657791990 2010-05-01 5.9029125124137490 2010-06-01 5.8673047041772810 2010-07-01 5.8488162195389200 2010-08-01 5.8455851102142800 2010-09-01 5.8213973683742500 2010-10-01 5.8560010228673605 2010-11-01 5.8449761465194600 2010-12-01 5.8788828327618600 2011-01-01 5.7553881829383490 2011-02-01 5.7736796229789100 2011-03-01 5.7665421440680600 2011-04-01 5.8370634322762210 2011-05-01 5.8009595740847100 2011-06-01 5.7730822938104900 2011-07-01 5.9428408677367400 2011-08-01 5.9301893200622790 2011-09-01 6.0207958841291200 2011-10-01 5.8615033412235595 2011-11-01 5.9523847425186690 2011-12-01 5.9781707682280600 2012-01-01 6.0723370622156105 2012-02-01 6.0795441642953900 2012-03-01 5.9752050990517910 2012-04-01 5.9307279462177600 2012-05-01 5.8925685259305300 2012-06-01 5.8679659612880000 2012-07-01 5.8366542842360700 2012-08-01 5.8179854456665305 2012-09-01 5.7118983356457200 2012-10-01 5.7758916031978100 2012-11-01 5.7719146604249000 2012-12-01 5.7851914557685800 2013-01-01 5.7733087077414410 2013-02-01 5.7791251357994290 2013-03-01 5.7770957061129900 2013-04-01 5.7248209740656400 2013-05-01 5.7779524737357800 2013-06-01 5.6567405987025090 2013-07-01 5.7347706257218100 2013-08-01 5.7108391303782690 2013-09-01 5.7057158957259500 2013-10-01 5.6913414271876395 2013-11-01 5.6935593186401100 2013-12-01 5.6926848179335600 2014-01-01 5.6681627420139895 2014-02-01 5.6842641975188100 2014-03-01 5.6771422907097810 2014-04-01 5.7204480774290890 2014-05-01 5.6638249305938695 2014-06-01 5.6367607305865500 2014-07-01 5.6342688150082200 2014-08-01 5.7131591093670190 2014-09-01 5.7056721654738600 2014-10-01 5.7064296746980890 2014-11-01 5.7141585574205800 2014-12-01 5.6975770336141900 2015-01-01 5.6593061724308100 2015-02-01 5.6856934533122300 2015-03-01 5.6719148899734995 2015-04-01 5.7123433229385310 2015-05-01 5.7544294939671910 2015-06-01 5.8179112679852500 2015-07-01 5.8367412429646800 2015-08-01 5.8230334051199110 2015-09-01 5.8133057180893700 2015-10-01 5.7143476189602600 2015-11-01 5.7265475391700305 2015-12-01 5.6952554802521300 2016-01-01 5.7524894867508400 2016-02-01 5.6824641752555000 2016-03-01 5.7672182693703000 2016-04-01 5.6024846972213700 2016-05-01 5.6566158560288210 2016-06-01 5.6080646648733090 2016-07-01 5.5397290881036700 2016-08-01 5.5481966233832900 2016-09-01 5.5215797677081710 2016-10-01 5.5196498520960700 2016-11-01 5.4300836623029900 2016-12-01 5.2918321972449010 2017-01-01 5.4387298373993890 2017-02-01 5.3717823489813100 2017-03-01 5.3515554629260595 2017-04-01 5.3983895526341510 2017-05-01 5.3618906693882700 2017-06-01 5.4080993933325100 2017-07-01 5.3458524413975990 2017-08-01 5.2703186014759300 2017-09-01 5.2323236978411910 2017-10-01 5.2159560107316905 2017-11-01 5.2262979040504600 2017-12-01 5.2874526275388890 2018-01-01 5.5302243809873500 2018-02-01 5.5659376130063000 2018-03-01 5.5469452336019700 2018-04-01 5.4966219750502000 2018-05-01 5.3646680917865200 2018-06-01 5.4115474580029110 2018-07-01 5.4450412538765200 2018-08-01 5.4846353915731000 2018-09-01 5.5477761579700990 2018-10-01 5.6163411675421395 2018-11-01 5.7193818128327000 2018-12-01 5.6841234083081600 2019-01-01 5.6235126986718890 2019-02-01 5.6557038774745800 2019-03-01 5.5401349725846790 2019-04-01 5.6976499560706600 2019-05-01 5.6662011243136000 2019-06-01 5.7184590476197310 2019-07-01 5.7451512052490400 2019-08-01 5.6872998440415500 2019-09-01 5.7604272500977690 2019-10-01 5.7142863604274300 2019-11-01 5.7084829845057690 2019-12-01 5.6873625231983100 2020-01-01 5.7190344037190400 2020-02-01 5.6437392742975900 2020-03-01 5.7392368095982400 2020-04-01 5.0992412128335500 2020-05-01 5.1734295755713795 2020-06-01 5.2352103212210790 2020-07-01 5.1496475507268900 2020-08-01 5.1877761783106795 2020-09-01 5.1562135425632300 2020-10-01 5.2164118658379300 2020-11-01 5.2023330858009400 2020-12-01 5.1965392870193305 2021-01-01 5.2083872327312895 2021-02-01 5.2328851911772400 2021-03-01 5.2305281881208500 2021-04-01 5.3037368427701100 2021-05-01 5.3743303707710100 2021-06-01 5.3425613168078000 2021-07-01 5.7465943526376400 2021-08-01 5.7806322074867100 2021-09-01 5.7616224930859690 2021-10-01 5.8209421300302900 2021-11-01 5.9039686372404505 2021-12-01 5.9051891978264900 2022-01-01 5.8998174196876700 2022-02-01 5.9296260796240310 2022-03-01 6.0330198335527800 2022-04-01 5.9039108671257810 2022-05-01 5.8738716453426205 2022-06-01 5.8435338233980090 2022-07-01 5.9459096728637600 2022-08-01 5.9767608080617590 2022-09-01 5.9613694040837000 2022-10-01 5.9281287768870810 2022-11-01 5.9076261098223790 2022-12-01 5.9087033552703300 2023-01-01 5.9925002165237110 2023-02-01 6.0231967834620410 2023-03-01 6.0284449570338500 2023-04-01 6.0027226876158400 2023-05-01 5.9773848166076690 2023-06-01 5.9481363900089800 2023-07-01 5.9486844714831000 2023-08-01 5.8749397665631700 2023-09-01 5.9579415693694100 2023-10-01 5.9327483627573700 2023-11-01 5.9114023613729500 2023-12-01 5.9089161382265300 2024-01-01 5.8895255494592100 2024-02-01 5.8169863836109100