Federal Reserve Economic Data

Table Data - All Employees: Trade, Transportation, and Utilities in Spartanburg, SC (MSA)

Title All Employees: Trade, Transportation, and Utilities in Spartanburg, SC (MSA)
Series ID SPAR945TRAD
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 2024-12-01
Last Updated 2025-01-29 6:48 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 25.719914861873900
1990-02-01 25.868318250337000
1990-03-01 25.822530829499698
1990-04-01 26.105163673847297
1990-05-01 26.253183671051396
1990-06-01 26.299126094860700
1990-07-01 26.554418296029603
1990-08-01 26.579091971697000
1990-09-01 26.603672795402797
1990-10-01 26.657050267029000
1990-11-01 26.735143914165803
1990-12-01 26.588174607852302
1991-01-01 26.618222207898000
1991-02-01 26.673307153420300
1991-03-01 26.614460393015598
1991-04-01 26.203435571753800
1991-05-01 26.250521499849500
1991-06-01 26.291949798073503
1991-07-01 26.367552156276197
1991-08-01 26.098302070874300
1991-09-01 26.318582492819900
1991-10-01 25.663585077874497
1991-11-01 25.640538301350304
1991-12-01 25.607933176495800
1992-01-01 25.608898851469604
1992-02-01 25.460649901872802
1992-03-01 25.578781375929605
1992-04-01 25.600910271940000
1992-05-01 25.841461254351803
1992-06-01 25.666453123502300
1992-07-01 25.595629384353200
1992-08-01 25.843553936508002
1992-09-01 25.943030138791500
1992-10-01 26.065140936604900
1992-11-01 26.018859726798702
1992-12-01 26.159215617388202
1993-01-01 26.100485334644900
1993-02-01 26.165776047118300
1993-03-01 25.960923931103896
1993-04-01 26.614750731549698
1993-05-01 26.326677992855200
1993-06-01 26.343770548998400
1993-07-01 26.538163819359998
1993-08-01 26.611548949906300
1993-09-01 26.685726357822700
1993-10-01 26.648257734617100
1993-11-01 26.770105817230000
1993-12-01 26.896298172121100
1994-01-01 27.204611957309105
1994-02-01 27.478250849503304
1994-03-01 27.361669176011898
1994-04-01 27.333223376361300
1994-05-01 27.317326821362300
1994-06-01 27.529799902314100
1994-07-01 27.557898764181800
1994-08-01 27.781638301257100
1994-09-01 27.811312383777300
1994-10-01 28.035393669277200
1994-11-01 28.104703915577304
1994-12-01 28.114176270563803
1995-01-01 28.221086558595900
1995-02-01 28.389660153247800
1995-03-01 28.789696666548300
1995-04-01 28.757606143389502
1995-05-01 28.919082243030502
1995-06-01 29.131765228946400
1995-07-01 28.748176881897700
1995-08-01 28.735016670227500
1995-09-01 28.811555486960300
1995-10-01 28.913141542524500
1995-11-01 29.625165808263397
1995-12-01 29.448646879400002
1996-01-01 29.373441054706300
1996-02-01 29.420863966459397
1996-03-01 29.106604125044605
1996-04-01 29.273348563188602
1996-05-01 29.424012385765700
1996-06-01 29.342900849149200
1996-07-01 29.412762203769997
1996-08-01 29.258801897881800
1996-09-01 29.367625836894103
1996-10-01 29.896933837116400
1996-11-01 29.991874665435900
1996-12-01 29.936511742032298
1997-01-01 30.133517280548702
1997-02-01 30.052592550685702
1997-03-01 29.638027400120700
1997-04-01 30.172290681234800
1997-05-01 30.218109865643200
1997-06-01 30.351100145191600
1997-07-01 30.591200176833100
1997-08-01 30.671734892790000
1997-09-01 30.516337562441898
1997-10-01 30.074541079117400
1997-11-01 29.983193760683697
1997-12-01 30.362951281756395
1998-01-01 29.781760490803000
1998-02-01 29.888355194072105
1998-03-01 29.861509171269898
1998-04-01 29.532406754408804
1998-05-01 29.898190994433600
1998-06-01 29.949547922943502
1998-07-01 30.080543152657900
1998-08-01 29.943439893872900
1998-09-01 30.039017805063000
1998-10-01 29.981669322609700
1998-11-01 30.001131280340600
1998-12-01 30.321208944199800
1999-01-01 29.714604480064697
1999-02-01 29.717984073227600
1999-03-01 29.883649477178803
1999-04-01 29.576523373252300
1999-05-01 29.581194742026200
1999-06-01 29.440074106308398
1999-07-01 29.686054150887000
1999-08-01 29.806411581214000
1999-09-01 29.983890580037700
1999-10-01 30.193188794159700
1999-11-01 30.112256869792105
1999-12-01 30.083193657061400
2000-01-01 30.349546886751700
2000-02-01 30.477195711663498
2000-03-01 30.394166962559700
2000-04-01 30.524402599001004
2000-05-01 30.570994068803100
2000-06-01 30.627199938456602
2000-07-01 30.197128462753500
2000-08-01 30.164169629589700
2000-09-01 30.041111562331800
2000-10-01 30.102524781473303
2000-11-01 30.139288843981400
2000-12-01 30.128060553112302
2001-01-01 29.147538188465100
2001-02-01 29.096779312447200
2001-03-01 29.114620238222000
2001-04-01 29.277820136933897
2001-05-01 29.150868261558000
2001-06-01 29.008287016380702
2001-07-01 28.581311749450602
2001-08-01 28.403064774978198
2001-09-01 28.431395706788700
2001-10-01 28.110018331435300
2001-11-01 28.101715093342598
2001-12-01 28.013680100838197
2002-01-01 27.941790034434000
2002-02-01 28.127016476765498
2002-03-01 28.140420031069002
2002-04-01 27.251229839510800
2002-05-01 27.236452417936697
2002-06-01 27.189955842861100
2002-07-01 27.445296367599603
2002-08-01 27.543032673670100
2002-09-01 27.422810382816500
2002-10-01 27.324131366365698
2002-11-01 27.445988867184000
2002-12-01 27.351913675797200
2003-01-01 26.944245224886398
2003-02-01 27.129305230791600
2003-03-01 27.159040001348800
2003-04-01 27.141176999396500
2003-05-01 27.032441164645700
2003-06-01 27.079585300334102
2003-07-01 28.708929354618803
2003-08-01 28.589522975152196
2003-09-01 28.526409961652398
2003-10-01 28.536573491387802
2003-11-01 28.157246206021500
2003-12-01 28.047398706388800
2004-01-01 27.984109779346800
2004-02-01 27.732417051530103
2004-03-01 27.778874951889897
2004-04-01 27.642500162654200
2004-05-01 27.728774187634897
2004-06-01 27.563217673150100
2004-07-01 27.468974573971400
2004-08-01 27.566691212147198
2004-09-01 27.545080622692600
2004-10-01 27.668686953948900
2004-11-01 27.484928726373100
2004-12-01 27.578191860024600
2005-01-01 27.591022072146302
2005-02-01 27.581829623012600
2005-03-01 27.686474835965800
2005-04-01 27.838226646048998
2005-05-01 28.314741797851898
2005-06-01 28.152427391016804
2005-07-01 28.263606251497396
2005-08-01 28.166459438594700
2005-09-01 27.769111582041102
2005-10-01 27.908874611975000
2005-11-01 28.083283776557803
2005-12-01 27.779693823855702
2006-01-01 28.193940164887500
2006-02-01 28.437522109860800
2006-03-01 28.397340062405600
2006-04-01 28.429685951795697
2006-05-01 28.295936442248998
2006-06-01 28.145290380696900
2006-07-01 28.471607064754000
2006-08-01 28.592550945926300
2006-09-01 28.689279633122100
2006-10-01 28.864932224463100
2006-11-01 28.967585355905300
2006-12-01 29.051619865855898
2007-01-01 29.079383813050498
2007-02-01 29.292062715369898
2007-03-01 29.187339496021398
2007-04-01 29.216048708751302
2007-05-01 29.388317962338400
2007-06-01 29.562355310466200
2007-07-01 29.487413318037500
2007-08-01 29.622837867611300
2007-09-01 29.820211599410200
2007-10-01 29.906080163644000
2007-11-01 30.140524723943500
2007-12-01 30.112156539787804
2008-01-01 30.164455962319003
2008-02-01 30.256254524713302
2008-03-01 30.071650953038200
2008-04-01 30.115936457198600
2008-05-01 29.883334944079900
2008-06-01 29.578012562028700
2008-07-01 29.507437177058502
2008-08-01 29.260744644548100
2008-09-01 29.047871297841500
2008-10-01 28.613423229877700
2008-11-01 27.969024344897300
2008-12-01 28.250851508207198
2009-01-01 28.006811658607397
2009-02-01 27.593149940829896
2009-03-01 27.514678403662400
2009-04-01 27.122933548837200
2009-05-01 27.383117182891100
2009-06-01 27.295868649829398
2009-07-01 27.327306587419600
2009-08-01 27.280234565380002
2009-09-01 27.277689875132197
2009-10-01 27.193330124891500
2009-11-01 27.174849512861700
2009-12-01 27.170487125890798
2010-01-01 27.275330259468700
2010-02-01 27.173815581601200
2010-03-01 27.479899723146602
2010-04-01 27.348880664630400
2010-05-01 27.384080261820700
2010-06-01 27.500277286304698
2010-07-01 27.655010653362500
2010-08-01 27.689460731446700
2010-09-01 27.704429432291604
2010-10-01 27.971405926012600
2010-11-01 28.048493120353800
2010-12-01 28.251985040824700
2011-01-01 28.168627277603900
2011-02-01 28.374711294690900
2011-03-01 28.256515937142800
2011-04-01 28.378630002972300
2011-05-01 28.398489066209397
2011-06-01 28.294909380580300
2011-07-01 28.180497888715500
2011-08-01 28.077794331068397
2011-09-01 28.238237209378400
2011-10-01 28.243721077259302
2011-11-01 28.127070518627300
2011-12-01 28.148157016739700
2012-01-01 28.373767827839497
2012-02-01 28.567067858010200
2012-03-01 28.663492671648900
2012-04-01 28.606020159838800
2012-05-01 28.721760786389500
2012-06-01 28.883474842775000
2012-07-01 28.890644250773303
2012-08-01 28.952592599323100
2012-09-01 29.254625096370397
2012-10-01 29.915347136587602
2012-11-01 29.882771024206400
2012-12-01 29.916089458458200
2013-01-01 30.090152702852997
2013-02-01 30.172273567588000
2013-03-01 30.505065632564996
2013-04-01 30.437142537436500
2013-05-01 30.650671315067502
2013-06-01 30.775974543687200
2013-07-01 30.982721267655700
2013-08-01 31.217414694590996
2013-09-01 31.377351830857700
2013-10-01 31.293343516140000
2013-11-01 31.448257356110800
2013-12-01 31.878753822816200
2014-01-01 31.592997327131000
2014-02-01 31.183545394804500
2014-03-01 31.747712122953500
2014-04-01 31.970232071628900
2014-05-01 32.080398683993500
2014-06-01 32.173431560648496
2014-07-01 32.050526822822000
2014-08-01 32.183182919723200
2014-09-01 32.172112688237500
2014-10-01 32.391459818129200
2014-11-01 32.548723605294796
2014-12-01 32.775226790781495
2015-01-01 32.571956552397296
2015-02-01 32.793145679139500
2015-03-01 32.872545199936300
2015-04-01 33.294400262599000
2015-05-01 33.204918618913396
2015-06-01 33.174093967468200
2015-07-01 33.720355587357000
2015-08-01 33.774773999605500
2015-09-01 33.898103356079396
2015-10-01 33.694343351500200
2015-11-01 33.547586632346200
2015-12-01 33.363905710604000
2016-01-01 33.544615172036200
2016-02-01 33.583921571164300
2016-03-01 33.468546075418200
2016-04-01 33.493887611568000
2016-05-01 33.829427076215890
2016-06-01 33.893269752152200
2016-07-01 34.199986400897400
2016-08-01 34.210642068465100
2016-09-01 34.306093239684500
2016-10-01 34.497568029918400
2016-11-01 34.447103746068500
2016-12-01 34.443378963969500
2017-01-01 34.606837110579200
2017-02-01 34.452014430691300
2017-03-01 34.454295482147900
2017-04-01 34.193100966731000
2017-05-01 34.233189507312900
2017-06-01 34.331228949106105
2017-07-01 34.106634483183400
2017-08-01 34.271534644240305
2017-09-01 34.342297472627600
2017-10-01 34.095030805044600
2017-11-01 34.124188302565900
2017-12-01 34.421511950227200
2018-01-01 34.568046322891100
2018-02-01 34.723547322156900
2018-03-01 34.922490037306396
2018-04-01 35.201452732873000
2018-05-01 34.834217847593195
2018-06-01 34.871277324255000
2018-07-01 34.843856798640000
2018-08-01 34.736500324276100
2018-09-01 34.569602717693600
2018-10-01 34.698280082119396
2018-11-01 34.869496412657800
2018-12-01 34.762237640981800
2019-01-01 34.854798875892500
2019-02-01 34.803834388267500
2019-03-01 34.893793523323700
2019-04-01 34.899462956510000
2019-05-01 34.721902704195900
2019-06-01 34.702753259912600
2019-07-01 34.884459030521300
2019-08-01 34.798228168004606
2019-09-01 35.216234838273100
2019-10-01 35.195404147879200
2019-11-01 35.106357532546800
2019-12-01 35.166651650165804
2020-01-01 35.871464604084200
2020-02-01 35.625386115080700
2020-03-01 35.478661831664600
2020-04-01 32.477906874074900
2020-05-01 33.420133690996100
2020-06-01 34.719964962170900
2020-07-01 35.105088072606300
2020-08-01 35.549358990531296
2020-09-01 35.630900692665000
2020-10-01 36.089898116554400
2020-11-01 36.353310558930104
2020-12-01 36.544422675699900
2021-01-01 36.310215597009500
2021-02-01 35.855190379161000
2021-03-01 36.184267716826504
2021-04-01 36.095747198347500
2021-05-01 36.214677997830400
2021-06-01 36.327028594105900
2021-07-01 36.207074582654600
2021-08-01 36.279237595988400
2021-09-01 36.135838915815100
2021-10-01 36.186231615597700
2021-11-01 36.444649916510000
2021-12-01 36.583713251091000
2022-01-01 36.753482073547296
2022-02-01 37.415415201838000
2022-03-01 37.193452886515296
2022-04-01 37.005613048383800
2022-05-01 36.902311998261105
2022-06-01 36.298836699093200
2022-07-01 36.597099674283400
2022-08-01 36.376889215752900
2022-09-01 36.509671818030300
2022-10-01 36.896061128653600
2022-11-01 36.475281060986500
2022-12-01 36.559526462906206
2023-01-01 36.291319146774605
2023-02-01 36.044510730215000
2023-03-01 36.083149187802100
2023-04-01 36.098207804584796
2023-05-01 35.881156648548200
2023-06-01 35.967939879123300
2023-07-01 36.075232667237200
2023-08-01 36.069400498883300
2023-09-01 36.077027141218295
2023-10-01 36.007965532162900
2023-11-01 35.919426222604706
2023-12-01 36.076134229240200
2024-01-01 35.912849155426300
2024-02-01 36.081808661798206
2024-03-01 36.080125401785800
2024-04-01 36.187183022825500
2024-05-01 36.374777015175600
2024-06-01 36.347180471987800
2024-07-01 36.356188765054200
2024-08-01 36.263486153190605
2024-09-01 36.245008250139996
2024-10-01 36.110770581814900
2024-11-01 36.053374482450100
2024-12-01 35.898481118285800

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