Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Employment Services in Charlotte-Concord-Gastonia, NC-SC (MSA)

Title All Employees: Professional and Business Services: Employment Services in Charlotte-Concord-Gastonia, NC-SC (MSA)
Series ID SMU37167406056130001SA
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 5:19 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 11.951494545856098
1990-02-01 12.331789939422800
1990-03-01 12.464541436363401
1990-04-01 11.887651098407801
1990-05-01 12.400234757228600
1990-06-01 12.135966618261800
1990-07-01 11.442813504292701
1990-08-01 11.105953178868198
1990-09-01 10.762100693663500
1990-10-01 9.874337289323670
1990-11-01 10.039061789361600
1990-12-01 10.221563871287700
1991-01-01 10.416437221349600
1991-02-01 10.195635187917000
1991-03-01 10.312155080623500
1991-04-01 10.879077734853200
1991-05-01 10.773010866496598
1991-06-01 10.912984067567802
1991-07-01 11.028673900326300
1991-08-01 11.168742877739500
1991-09-01 11.397914517398501
1991-10-01 11.432290335127302
1991-11-01 11.731924769228700
1991-12-01 11.887504998796402
1992-01-01 12.839551546967199
1992-02-01 12.824022670640199
1992-03-01 13.613898409405500
1992-04-01 12.743223841773400
1992-05-01 12.845213891803802
1992-06-01 13.062021396080802
1992-07-01 14.499987427994800
1992-08-01 14.318544009859100
1992-09-01 14.604256014062300
1992-10-01 15.965722060450700
1992-11-01 16.400511167915100
1992-12-01 16.643836034450200
1993-01-01 17.116811038052198
1993-02-01 17.767703266936000
1993-03-01 18.106814255316397
1993-04-01 18.495818138320300
1993-05-01 18.196350015615900
1993-06-01 18.665970401073900
1993-07-01 18.683539983722202
1993-08-01 19.173440131580400
1993-09-01 19.420107902653600
1993-10-01 19.882802104948198
1993-11-01 20.312842934176500
1993-12-01 20.957930296946400
1994-01-01 21.454666059171604
1994-02-01 21.839926669039997
1994-03-01 22.326503443846804
1994-04-01 24.768837398403100
1994-05-01 24.709179953634000
1994-06-01 24.776150256718196
1994-07-01 25.403072183289900
1994-08-01 26.611834607485104
1994-09-01 26.210998567107300
1994-10-01 24.017298159783500
1994-11-01 24.401421039557300
1994-12-01 24.346345638078898
1995-01-01 23.909328841461500
1995-02-01 23.778905552767302
1995-03-01 23.590763666510895
1995-04-01 24.330101621529200
1995-05-01 24.321699546918200
1995-06-01 24.474583500550498
1995-07-01 24.317531214616200
1995-08-01 24.133456875484300
1995-09-01 24.327679039360400
1995-10-01 23.980255755084400
1995-11-01 24.347600167907000
1995-12-01 24.579331486175400
1996-01-01 24.903965721720000
1996-02-01 25.261891725104300
1996-03-01 25.160804832091200
1996-04-01 24.713793812463496
1996-05-01 25.397838490519200
1996-06-01 25.937103374735800
1996-07-01 24.938843666432400
1996-08-01 25.181774187538300
1996-09-01 25.386690375468103
1996-10-01 26.168330198553300
1996-11-01 27.057464181781697
1996-12-01 27.788418120878400
1997-01-01 26.751225643415900
1997-02-01 26.430236831547500
1997-03-01 27.389086087840300
1997-04-01 26.965946069512300
1997-05-01 26.680962050418300
1997-06-01 26.876435751039400
1997-07-01 27.844468226214200
1997-08-01 28.578404830432100
1997-09-01 29.280004369878000
1997-10-01 29.198616037201600
1997-11-01 29.398147970141100
1997-12-01 30.037925564989000
1998-01-01 28.408428543963698
1998-02-01 28.857921096726397
1998-03-01 28.564732006603700
1998-04-01 28.812795426535100
1998-05-01 29.465046294839397
1998-06-01 30.213224316647000
1998-07-01 30.987627299229400
1998-08-01 30.226041616573898
1998-09-01 29.820619445606198
1998-10-01 28.478143820254697
1998-11-01 29.156886777812400
1998-12-01 29.404951692527500
1999-01-01 30.214939124434500
1999-02-01 31.937838532987700
1999-03-01 31.423069692601000
1999-04-01 31.672225407122003
1999-05-01 31.550333927224102
1999-06-01 31.796401649431400
1999-07-01 32.086733842871000
1999-08-01 32.172589054244696
1999-09-01 32.749675476553100
1999-10-01 33.086065015914805
1999-11-01 33.660557320740196
1999-12-01 34.218619015752300
2000-01-01 35.375234499217000
2000-02-01 35.411701469370605
2000-03-01 35.701312739508500
2000-04-01 36.993148631848605
2000-05-01 36.263094727620400
2000-06-01 36.186710723921300
2000-07-01 37.272651581871100
2000-08-01 36.850884165634900
2000-09-01 36.527974841101205
2000-10-01 37.143477860357600
2000-11-01 36.487388466100200
2000-12-01 36.198228820958000
2001-01-01 35.041985368695194
2001-02-01 34.027146527226200
2001-03-01 33.375604094764300
2001-04-01 32.420966130507004
2001-05-01 31.656128970239000
2001-06-01 30.768827519670600
2001-07-01 30.155058121160103
2001-08-01 29.509382288507200
2001-09-01 28.800636788584300
2001-10-01 29.678667132365604
2001-11-01 29.084661295274400
2001-12-01 30.245825520516000
2002-01-01 27.720148699514798
2002-02-01 29.015371411027196
2002-03-01 29.143146805626500
2002-04-01 28.758453919800100
2002-05-01 29.183498911052297
2002-06-01 29.926677160617300
2002-07-01 28.587009869658400
2002-08-01 29.573673252148700
2002-09-01 29.781321938075500
2002-10-01 28.646666316573700
2002-11-01 28.872258531711303
2002-12-01 29.257571463319803
2003-01-01 31.085249570333500
2003-02-01 30.439519529244600
2003-03-01 31.358225426944200
2003-04-01 31.686382881889100
2003-05-01 31.871458851090303
2003-06-01 31.512301691887803
2003-07-01 31.091558500267897
2003-08-01 31.454222123828600
2003-09-01 31.403969193275900
2003-10-01 30.031192809297800
2003-11-01 31.058054775016497
2003-12-01 31.207737725337200
2004-01-01 30.370954385783600
2004-02-01 31.192050151264100
2004-03-01 32.192694181224600
2004-04-01 29.335052033463302
2004-05-01 28.785108212524300
2004-06-01 29.891721080367700
2004-07-01 30.619880744528900
2004-08-01 30.556361553758997
2004-09-01 29.919720128231500
2004-10-01 31.333115401944102
2004-11-01 31.337473202317500
2004-12-01 30.797595038143502
2005-01-01 31.504470519741503
2005-02-01 30.900342967720103
2005-03-01 30.517808715333200
2005-04-01 31.503386848574800
2005-05-01 31.120721914675396
2005-06-01 30.485499736170100
2005-07-01 31.587377034119502
2005-08-01 31.320690544829898
2005-09-01 32.425491135883400
2005-10-01 32.786604561044506
2005-11-01 32.593942646819000
2005-12-01 32.659533519076900
2006-01-01 32.914234839359800
2006-02-01 33.255350542992700
2006-03-01 33.034662492264000
2006-04-01 33.294399262403900
2006-05-01 33.636651036094900
2006-06-01 34.126446826804600
2006-07-01 34.396345296959890
2006-08-01 34.366556570842600
2006-09-01 33.990794609639700
2006-10-01 33.715293655400900
2006-11-01 33.749469401369400
2006-12-01 33.361600235918700
2007-01-01 32.607513804776694
2007-02-01 33.169274440666300
2007-03-01 33.744249182786305
2007-04-01 33.953600658095105
2007-05-01 33.906151846378500
2007-06-01 34.050279457933100
2007-07-01 34.393623839449300
2007-08-01 34.511667094421504
2007-09-01 34.805186464303900
2007-10-01 34.927071608945600
2007-11-01 34.953460976483996
2007-12-01 34.552027761100504
2008-01-01 32.940925256312400
2008-02-01 33.432295535421100
2008-03-01 33.217633152539600
2008-04-01 32.257863911180200
2008-05-01 32.729328173813700
2008-06-01 32.493253484341004
2008-07-01 31.256430514607100
2008-08-01 31.288133495942603
2008-09-01 31.040885533848300
2008-10-01 29.013308779424800
2008-11-01 27.621449165302803
2008-12-01 26.689960993783398
2009-01-01 26.778142741578602
2009-02-01 26.307247300966700
2009-03-01 25.390528423920397
2009-04-01 23.708009280312100
2009-05-01 23.275801923981700
2009-06-01 23.030962657086302
2009-07-01 23.261165217246400
2009-08-01 23.098278024447100
2009-09-01 23.343625415353998
2009-10-01 24.211573473698397
2009-11-01 24.880515946761196
2009-12-01 25.401988460532300
2010-01-01 26.328304304780698
2010-02-01 26.325903959260000
2010-03-01 27.025365701959000
2010-04-01 27.915408522553000
2010-05-01 28.224434330280500
2010-06-01 28.530669888803000
2010-07-01 28.945250363787200
2010-08-01 29.578375002473997
2010-09-01 29.925158936236400
2010-10-01 29.992177479985900
2010-11-01 30.455573655457396
2010-12-01 31.214946875113696
2011-01-01 31.791795308198700
2011-02-01 33.391545807715000
2011-03-01 32.598656368980900
2011-04-01 32.965762765605200
2011-05-01 32.477132917392600
2011-06-01 32.841858445036700
2011-07-01 33.115426451494900
2011-08-01 32.564329911735200
2011-09-01 33.475535690709700
2011-10-01 32.497936976663200
2011-11-01 33.058190453900900
2011-12-01 33.503344638224895
2012-01-01 33.834141259829100
2012-02-01 34.368913333622900
2012-03-01 35.906697874794700
2012-04-01 34.622740589754400
2012-05-01 35.026033027188600
2012-06-01 35.414989197079700
2012-07-01 33.560436871420100
2012-08-01 33.396385418227304
2012-09-01 32.978012647591804
2012-10-01 32.832933995818300
2012-11-01 33.347084392628496
2012-12-01 33.399503182237304
2013-01-01 32.692368120657500
2013-02-01 33.123752762002400
2013-03-01 32.872807785647694
2013-04-01 33.491442775455800
2013-05-01 34.058120183026000
2013-06-01 34.444193550063400
2013-07-01 34.682116010667900
2013-08-01 35.001201584271804
2013-09-01 35.221359019296706
2013-10-01 35.702988744356400
2013-11-01 35.962629077508600
2013-12-01 35.934372919481600
2014-01-01 37.067444132684300
2014-02-01 36.457363786057500
2014-03-01 36.896981630403710
2014-04-01 37.626933005796104
2014-05-01 37.991513523509400
2014-06-01 38.449583617272204
2014-07-01 38.529491456472500
2014-08-01 38.639201908009300
2014-09-01 38.624770423855400
2014-10-01 38.410918723970900
2014-11-01 38.019745152985700
2014-12-01 38.637556553797204
2015-01-01 38.084961131804704
2015-02-01 38.757336323974000
2015-03-01 38.541710889974600
2015-04-01 36.993138527771000
2015-05-01 38.060608125478100
2015-06-01 37.983053996526300
2015-07-01 37.649639308917400
2015-08-01 38.081777085595100
2015-09-01 38.174631660312100
2015-10-01 39.129888963383500
2015-11-01 39.353115803829700
2015-12-01 40.112440906039400
2016-01-01 39.326096416973290
2016-02-01 38.975095437053000
2016-03-01 39.208886996753000
2016-04-01 39.793582573818500
2016-05-01 39.068032924665000
2016-06-01 39.188669992498700
2016-07-01 39.884177166032500
2016-08-01 39.478528084581800
2016-09-01 40.520824420235000
2016-10-01 39.701422999084800
2016-11-01 39.858205093722500
2016-12-01 39.047711841681110
2017-01-01 39.800710632909400
2017-02-01 39.816642166010000
2017-03-01 41.184653708109400
2017-04-01 39.572759478527700
2017-05-01 40.239039734618600
2017-06-01 39.885425669644000
2017-07-01 40.217752791101800
2017-08-01 39.709264924911100
2017-09-01 39.610879116408796
2017-10-01 39.211616050462700
2017-11-01 40.703911925966600
2017-12-01 40.643608430489600
2018-01-01 38.754617904514700
2018-02-01 38.343261611940500
2018-03-01 38.385535831976796
2018-04-01 39.146036727494100
2018-05-01 39.460257714767710
2018-06-01 39.672774722968100
2018-07-01 39.568839701562000
2018-08-01 40.419542034751800
2018-09-01 40.384176953986000
2018-10-01 41.166258419153900
2018-11-01 40.280460692105606
2018-12-01 40.661607671880900
2019-01-01 40.435122722683296
2019-02-01 41.033843826406800
2019-03-01 41.313656458644296
2019-04-01 41.302526745446800
2019-05-01 40.752686531976400
2019-06-01 41.642907396791294
2019-07-01 40.985871357237290
2019-08-01 41.736767414151800
2019-09-01 41.880921384452600
2019-10-01 39.840586435269900
2019-11-01 39.986316717416294
2019-12-01 40.226686666796700
2020-01-01 41.216207111127300
2020-02-01 41.078843191123205
2020-03-01 40.562870336038400
2020-04-01 31.363555586258997
2020-05-01 30.955011446738602
2020-06-01 33.326212451961396
2020-07-01 34.793464933716194
2020-08-01 35.142224259916894
2020-09-01 36.174681773047794
2020-10-01 37.908748269735796
2020-11-01 39.464311207323604
2020-12-01 41.597773940274200
2021-01-01 38.941898398592000
2021-02-01 38.908075996146000
2021-03-01 39.056016271316400
2021-04-01 38.883898371848105
2021-05-01 38.473955239146400
2021-06-01 38.811409260663204
2021-07-01 39.815913176227205
2021-08-01 39.935110689131200
2021-09-01 40.532491612027600
2021-10-01 41.928208468703700
2021-11-01 42.549514230548795
2021-12-01 42.747474601280100
2022-01-01 43.106647086996794
2022-02-01 43.720485424685600
2022-03-01 43.444498173880700
2022-04-01 44.983057810918700
2022-05-01 45.207514466526604
2022-06-01 44.874659844651600
2022-07-01 43.624058587990106
2022-08-01 43.918685262595900
2022-09-01 44.952964993817204
2022-10-01 42.708086879719600
2022-11-01 41.818022212397500
2022-12-01 41.736375309441400
2023-01-01 42.115430240483896
2023-02-01 41.694683604891790
2023-03-01 42.433453075398400
2023-04-01 42.881659964313000
2023-05-01 41.535043699483104
2023-06-01 40.360176508423200
2023-07-01 40.137938458909396
2023-08-01 40.033384346038000
2023-09-01 40.236597565039396
2023-10-01 39.877536956453100
2023-11-01 39.689321909535400
2023-12-01 39.771242149679700
2024-01-01 40.385659439708704
2024-02-01 40.652447619728605
2024-03-01 40.338161155378100
2024-04-01 39.288490873020000
2024-05-01 39.553756532647290
2024-06-01 39.727810576624705
2024-07-01 39.622393780243400
2024-08-01 39.564821404055710
2024-09-01 39.493104394695900
2024-10-01 39.333531466566100
2024-11-01 39.722696213429600

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