Federal Reserve Economic Data

Table Data - All Employees: Wholesale Trade in Lynchburg, VA (MSA)

Title All Employees: Wholesale Trade in Lynchburg, VA (MSA)
Series ID SMU51313404100000001SA
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 2024-11-01
Last Updated 2024-12-21 5:02 AM CST
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. More information on X-13ARIMA-SEATS can be found here.

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.

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 6.3750677337370600
1990-02-01 6.4465869008733890
1990-03-01 6.4903249941234410
1990-04-01 6.3176313896647800
1990-05-01 6.4356390859393390
1990-06-01 6.3847423032274010
1990-07-01 6.3387105277644000
1990-08-01 6.3643241169638900
1990-09-01 6.3538784837740390
1990-10-01 6.1566735031596600
1990-11-01 6.2409780746331505
1990-12-01 6.1971139098755500
1991-01-01 6.3732827005041400
1991-02-01 6.3531425479974600
1991-03-01 6.2883987627573200
1991-04-01 6.3167190241224900
1991-05-01 6.3290827708560000
1991-06-01 6.3809159406699910
1991-07-01 6.3388896160227600
1991-08-01 6.3651698329978890
1991-09-01 6.3617363405368100
1991-10-01 6.3526543903442690
1991-11-01 6.4426769854262810
1991-12-01 6.3015550600908900
1992-01-01 6.1699533764366800
1992-02-01 6.0629679701517000
1992-03-01 5.9872297735944200
1992-04-01 6.0119596149887595
1992-05-01 5.8225734774949600
1992-06-01 5.7781758712593490
1992-07-01 5.8322266084848800
1992-08-01 5.7644800711874105
1992-09-01 5.7719675046756400
1992-10-01 5.7475476295484700
1992-11-01 5.7411705896990190
1992-12-01 5.8070681903603900
1993-01-01 5.4783732496227190
1993-02-01 5.4824489988108800
1993-03-01 5.4820394948113700
1993-04-01 5.5007564169937410
1993-05-01 5.6148339433008000
1993-06-01 5.5745173693479910
1993-07-01 5.5190230946353090
1993-08-01 5.4595055767246510
1993-09-01 5.4840712586406600
1993-10-01 5.5437552235279700
1993-11-01 5.5397160633899290
1993-12-01 5.5163864384778890
1994-01-01 5.5953277983467100
1994-02-01 5.4018265581241100
1994-03-01 5.5742329454892900
1994-04-01 5.1944182033353800
1994-05-01 5.2046799135358490
1994-06-01 5.1620666346676500
1994-07-01 5.1036672631537700
1994-08-01 5.1566353580204900
1994-09-01 5.0920824065850100
1994-10-01 5.1422203987738895
1994-11-01 5.0364138605812800
1994-12-01 5.1306146384237200
1995-01-01 5.1203187410683890
1995-02-01 5.1172582776474700
1995-03-01 5.0644244576264300
1995-04-01 4.9898841714491510
1995-05-01 4.7957411226941000
1995-06-01 4.8458773856839600
1995-07-01 4.8864524489156200
1995-08-01 4.8538752500960305
1995-09-01 4.7965417406625010
1995-10-01 4.6471874666004700
1995-11-01 4.6413435182274005
1995-12-01 4.4414135826064400
1996-01-01 4.4394961777297600
1996-02-01 4.4191013231300090
1996-03-01 4.4598043398207700
1996-04-01 4.5885160852185500
1996-05-01 4.4952005503444410
1996-06-01 4.6309613366520400
1996-07-01 4.4685272793482900
1996-08-01 4.4536942921762600
1996-09-01 4.3922797159860600
1996-10-01 4.4558005908042000
1996-11-01 4.4478955324287910
1996-12-01 4.5473791086047000
1997-01-01 4.3580324710201300
1997-02-01 4.3154698948145100
1997-03-01 4.3649896826366100
1997-04-01 4.2805434125618000
1997-05-01 4.2981237148874600
1997-06-01 4.3192254068611000
1997-07-01 4.2491950847124600
1997-08-01 4.2541280885860004
1997-09-01 4.2912988496148300
1997-10-01 4.2641825392042400
1997-11-01 4.2579169599230100
1997-12-01 4.2439003121411805
1998-01-01 2.6706408470928700
1998-02-01 2.7090785726081200
1998-03-01 2.6774323699958500
1998-04-01 2.6785252530998997
1998-05-01 2.6978104473967900
1998-06-01 2.7093593589964000
1998-07-01 2.7364528041850700
1998-08-01 2.6497746221161600
1998-09-01 2.6871668326349200
1998-10-01 2.6711415196715200
1998-11-01 2.6684263255469904
1998-12-01 2.7401954047989600
1999-01-01 2.7790878791983500
1999-02-01 2.8035397372789705
1999-03-01 2.6948381964290804
1999-04-01 2.6768264941994904
1999-05-01 2.5937452864164303
1999-06-01 2.6043108852952700
1999-07-01 2.7300428105346297
1999-08-01 2.6389071730855496
1999-09-01 2.5847743562788303
1999-10-01 2.8776039544173700
1999-11-01 2.7771074746556903
1999-12-01 2.8306459391824800
2000-01-01 2.8793258970630600
2000-02-01 3.0065684754735695
2000-03-01 3.0138287645459400
2000-04-01 3.0758077183429900
2000-05-01 3.0914396298721303
2000-06-01 3.1075048702356405
2000-07-01 3.1296509012303195
2000-08-01 3.1187686813542403
2000-09-01 3.0774894616471200
2000-10-01 3.0824411119185604
2000-11-01 3.0798081110562796
2000-12-01 2.9224342688704197
2001-01-01 3.5807164105777995
2001-02-01 3.6170455558946800
2001-03-01 3.6305100072186400
2001-04-01 3.6753698209279000
2001-05-01 3.7895551264121900
2001-06-01 3.8100468351170900
2001-07-01 3.8292711759522100
2001-08-01 3.9009307338698704
2001-09-01 3.8757694165822296
2001-10-01 3.8854282196831400
2001-11-01 3.8715585328614800
2001-12-01 3.9174131743173600
2002-01-01 3.8761167804947596
2002-02-01 3.9336438563197405
2002-03-01 4.0440533539596300
2002-04-01 3.9779069603732900
2002-05-01 3.9919890335141600
2002-06-01 4.0064282960349600
2002-07-01 4.0330527672588100
2002-08-01 4.0852186819250300
2002-09-01 4.1747042478344500
2002-10-01 4.1875772060972200
2002-11-01 4.2611282208419100
2002-12-01 4.3168261733789300
2003-01-01 3.8690608981902797
2003-02-01 3.8455956617352998
2003-03-01 3.8530859482531200
2003-04-01 3.9835449210225997
2003-05-01 4.0007936410710490
2003-06-01 3.9953581850419600
2003-07-01 4.0328295191761700
2003-08-01 4.0776916113070100
2003-09-01 4.0761634442410200
2003-10-01 4.0923347497329505
2003-11-01 4.0485081190249200
2003-12-01 4.1216194500130290
2004-01-01 4.0599756050574705
2004-02-01 4.0526219175276600
2004-03-01 4.0588025631395090
2004-04-01 3.9889221953715803
2004-05-01 4.0119976108827000
2004-06-01 3.9785399340299796
2004-07-01 4.0316650274236200
2004-08-01 3.9742573399065500
2004-09-01 3.9793007887417400
2004-10-01 3.9936032061239400
2004-11-01 4.0424919573199200
2004-12-01 3.9297476161593900
2005-01-01 4.0571116135898100
2005-02-01 4.0527463152499505
2005-03-01 3.9594488507513900
2005-04-01 4.1001710313849700
2005-05-01 4.0159831817571100
2005-06-01 4.0599632106360200
2005-07-01 4.0267815123350300
2005-08-01 4.0708633483821800
2005-09-01 4.0855279806706100
2005-10-01 4.0947984506293700
2005-11-01 4.1402323033540810
2005-12-01 4.1429471269070300
2006-01-01 4.1566913721796400
2006-02-01 4.1529762090143700
2006-03-01 4.1584481502408600
2006-04-01 4.1070528908673000
2006-05-01 4.2138081093728195
2006-06-01 4.3447017589621300
2006-07-01 4.4251455181479200
2006-08-01 4.3625430283244300
2006-09-01 4.2907584704314800
2006-10-01 4.3922780907103505
2006-11-01 4.4459948508983700
2006-12-01 4.4532466520399700
2007-01-01 4.4602305825257496
2007-02-01 4.5599440903266695
2007-03-01 4.6581479389590100
2007-04-01 4.5089371618944500
2007-05-01 4.6012352936356390
2007-06-01 4.6385438096880710
2007-07-01 4.6215299863471000
2007-08-01 4.5526111517760400
2007-09-01 4.5950360309251910
2007-10-01 4.5924426736196800
2007-11-01 4.5508501083120100
2007-12-01 4.5652663535257405
2008-01-01 4.5608333771176905
2008-02-01 4.5722612604028000
2008-03-01 4.5548782274515500
2008-04-01 4.5049593165607810
2008-05-01 4.5837035410995300
2008-06-01 4.5457405116878900
2008-07-01 4.5198033410405390
2008-08-01 4.5455173974417500
2008-09-01 4.4948400402170705
2008-10-01 4.4883800292733405
2008-11-01 4.4565234897970500
2008-12-01 4.4773474805086290
2009-01-01 4.4592629971004000
2009-02-01 4.3837156567856095
2009-03-01 4.4509621488181900
2009-04-01 4.2975961270307700
2009-05-01 4.1681501667812900
2009-06-01 4.1644525990623700
2009-07-01 4.1121995577971600
2009-08-01 4.1413441017835995
2009-09-01 4.0925489538409900
2009-10-01 3.7918757361180697
2009-11-01 3.7632394221266900
2009-12-01 3.7863230597956900
2010-01-01 3.7505219241257900
2010-02-01 3.7879649482811700
2010-03-01 3.8393332378853304
2010-04-01 3.9866599803381800
2010-05-01 4.0695782687292200
2010-06-01 4.1865363322873200
2010-07-01 4.1068380935738100
2010-08-01 3.9425513836086297
2010-09-01 4.0864828723492100
2010-10-01 4.0934979434961600
2010-11-01 4.1713746890403300
2010-12-01 4.0944904520481900
2011-01-01 4.2391513041347600
2011-02-01 4.0821290458698200
2011-03-01 4.1300529087747995
2011-04-01 4.0781464600973100
2011-05-01 4.1787268627946400
2011-06-01 4.1032657838373600
2011-07-01 4.0982214254561296
2011-08-01 4.1488383950804800
2011-09-01 4.1810843673449000
2011-10-01 4.1981339021935495
2011-11-01 4.1839896722768300
2011-12-01 4.0955777029832900
2012-01-01 4.1282794691847910
2012-02-01 4.2685166200868000
2012-03-01 4.1191518947544200
2012-04-01 4.1777117112382700
2012-05-01 4.0908818608435500
2012-06-01 4.1117712219998195
2012-07-01 4.1934872936377690
2012-08-01 4.1596731131947500
2012-09-01 4.1736663403862595
2012-10-01 4.0982221374931400
2012-11-01 4.0969602159642710
2012-12-01 4.1955874150177990
2013-01-01 4.1221024745623500
2013-02-01 4.2502128852987700
2013-03-01 4.1149162253306400
2013-04-01 3.8812724270138200
2013-05-01 3.9019910200607300
2013-06-01 3.9151199301328200
2013-07-01 3.8862667071022600
2013-08-01 3.8671896699312300
2013-09-01 3.8690641957527900
2013-10-01 3.9004146260056602
2013-11-01 3.9108336067104400
2013-12-01 3.8880626896258700
2014-01-01 4.0188612503185600
2014-02-01 4.0359914692274910
2014-03-01 4.0119874673099800
2014-04-01 3.9877008581080897
2014-05-01 4.0117901051616700
2014-06-01 4.0132794291571900
2014-07-01 3.9841377451680398
2014-08-01 3.9717277489082496
2014-09-01 3.8677421061470096
2014-10-01 3.9973338352527796
2014-11-01 3.9135605155933800
2014-12-01 3.9858664526925405
2015-01-01 3.9209893756251000
2015-02-01 3.9269415108106500
2015-03-01 3.9154263105482996
2015-04-01 3.9945248240214300
2015-05-01 4.0128919780473190
2015-06-01 4.0091911695526010
2015-07-01 3.9817933985157400
2015-08-01 3.9749686357871004
2015-09-01 3.9707811692962003
2015-10-01 3.8936197375794400
2015-11-01 3.9098835143825603
2015-12-01 3.8842840885698600
2016-01-01 3.8238966317071097
2016-02-01 3.8248390242609704
2016-03-01 3.8191779034918905
2016-04-01 3.8016530915104400
2016-05-01 3.8074858427964300
2016-06-01 3.8049516253082500
2016-07-01 3.8846849925699902
2016-08-01 3.8779643031202298
2016-09-01 3.8737477302455803
2016-10-01 3.8911360499449300
2016-11-01 3.8974385148047000
2016-12-01 3.8915404987235100
2017-01-01 3.9250896248405702
2017-02-01 3.9217290879046400
2017-03-01 3.9184528742612600
2017-04-01 3.9066645454810400
2017-05-01 3.9067312648553902
2017-06-01 3.9045403867815094
2017-07-01 3.8848910847675002
2017-08-01 3.8783408584563000
2017-09-01 3.8795336452072102
2017-10-01 3.8927135131703996
2017-11-01 3.8889529685216200
2017-12-01 3.9967289710024305
2018-01-01 3.8230778849313200
2018-02-01 3.8177974466384100
2018-03-01 3.8103754126347296
2018-04-01 3.8085612141140004
2018-05-01 3.8081230575913800
2018-06-01 3.8040212098955600
2018-07-01 3.6892501816744900
2018-08-01 3.7839544998783200
2018-09-01 3.7846320354635603
2018-10-01 3.7950205181742698
2018-11-01 3.7834063055550295
2018-12-01 3.8071621560174305
2019-01-01 3.8150555187221200
2019-02-01 3.8096967645518305
2019-03-01 3.7991965418556406
2019-04-01 3.8076205086036000
2019-05-01 3.8061958718277400
2019-06-01 3.8063465655073196
2019-07-01 3.7959323339359700
2019-08-01 3.7911591652699100
2019-09-01 3.7908804969250400
2019-10-01 3.6968535830011000
2019-11-01 3.7868061240388500
2019-12-01 3.7130971748911397
2020-01-01 3.8089590496710097
2020-02-01 3.7992265517533100
2020-03-01 3.6885859483089503
2020-04-01 3.6036666861593103
2020-05-01 3.5992834078182203
2020-06-01 3.6069155955989105
2020-07-01 3.6045629009395297
2020-08-01 3.6006463235374504
2020-09-01 3.4951747601796206
2020-10-01 3.5030258429566903
2020-11-01 3.4952406370988705
2020-12-01 3.5152250174461300
2021-01-01 3.4023351982349700
2021-02-01 3.3886597784735204
2021-03-01 3.4793178094296606
2021-04-01 3.3992749304991400
2021-05-01 3.3920935385870896
2021-06-01 3.4072623304456800
2021-07-01 3.4073876028860500
2021-08-01 3.4086688700591403
2021-09-01 3.5036206486227300
2021-10-01 3.5103544916722798
2021-11-01 3.5057981764772497
2021-12-01 3.5119041078418400
2022-01-01 3.5989165887646300
2022-02-01 3.5797814802549100
2022-03-01 3.5722200167350096
2022-04-01 3.5953981728235798
2022-05-01 3.5849393122870100
2022-06-01 3.5035921537225896
2022-07-01 3.5092383007639105
2022-08-01 3.5182185225153900
2022-09-01 3.5104303788670403
2022-10-01 3.5170241578469400
2022-11-01 3.5171762106713600
2022-12-01 3.5073032455621100
2023-01-01 3.4938123827506600
2023-02-01 3.5740023451121700
2023-03-01 3.5696399322019600
2023-04-01 3.4909083157786696
2023-05-01 3.5784441967209500
2023-06-01 3.6004493555144000
2023-07-01 3.5083906380422300
2023-08-01 3.6248607408896500
2023-09-01 3.6184923979032098
2023-10-01 3.6225034507117900
2023-11-01 3.6249773295913195
2023-12-01 3.7021781634448905
2024-01-01 3.6921635456184196
2024-02-01 3.6693506215314800
2024-03-01 3.6682127797040898
2024-04-01 3.6893674705287403
2024-05-01 3.6746862544706000
2024-06-01 3.6961058857214097
2024-07-01 3.7075671839526803
2024-08-01 3.6276668263290297
2024-09-01 3.6235373508790296
2024-10-01 3.6273413504244400
2024-11-01 3.6301552879435097

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