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 2026-01-01
Last Updated 2026-04-10 12:23 PM 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. 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 11.90489541112680
1990-02-01 12.32245862285730
1990-03-01 12.45386155747910
1990-04-01 11.90871279501020
1990-05-01 12.43570331322330
1990-06-01 12.16356012677550
1990-07-01 11.51265877084920
1990-08-01 11.08373446079620
1990-09-01 10.69095456793060
1990-10-01 9.86154809583939
1990-11-01 10.04546578197530
1990-12-01 10.23276641467920
1991-01-01 10.37349992702110
1991-02-01 10.18325198960590
1991-03-01 10.30030601077610
1991-04-01 10.90017703273360
1991-05-01 10.80773568202430
1991-06-01 10.94080727279410
1991-07-01 11.09493983400530
1991-08-01 11.14809549100360
1991-09-01 11.33193944281600
1991-10-01 11.42132737680320
1991-11-01 11.73897800326410
1991-12-01 11.89544217740020
1992-01-01 12.80452219690320
1992-02-01 12.80975458212460
1992-03-01 13.59910777450150
1992-04-01 12.76050220124350
1992-05-01 12.87635924930800
1992-06-01 13.08917711417610
1992-07-01 14.56181912362230
1992-08-01 14.30123763796720
1992-09-01 14.54792300319430
1992-10-01 15.95379103172110
1992-11-01 16.40300099136800
1992-12-01 16.64858434482130
1993-01-01 17.09351836039860
1993-02-01 17.75804082282270
1993-03-01 18.08973486695390
1993-04-01 18.50454771548020
1993-05-01 18.22147778149680
1993-06-01 18.70177642319050
1993-07-01 18.73793107172580
1993-08-01 19.14747747693180
1993-09-01 19.36412855100670
1993-10-01 19.87666644046830
1993-11-01 20.32241991665430
1993-12-01 20.96454242129820
1994-01-01 21.44604113490330
1994-02-01 21.82022563475540
1994-03-01 22.31814142939350
1994-04-01 24.77565472452140
1994-05-01 24.72560041112160
1994-06-01 24.80984815946190
1994-07-01 25.42966694496310
1994-08-01 26.58121048437270
1994-09-01 26.17036688941010
1994-10-01 24.02241840607270
1994-11-01 24.42220304507520
1994-12-01 24.36881394383370
1995-01-01 23.90500017687170
1995-02-01 23.73487039513100
1995-03-01 23.57648509055460
1995-04-01 24.32940265029410
1995-05-01 24.33612730449710
1995-06-01 24.52246198182770
1995-07-01 24.31965388578500
1995-08-01 24.10975062648020
1995-09-01 24.29950020690220
1995-10-01 24.00283138108620
1995-11-01 24.36646757022460
1995-12-01 24.60328303218480
1996-01-01 24.89885083851380
1996-02-01 25.19325401739400
1996-03-01 25.15331113475070
1996-04-01 24.71777104872360
1996-05-01 25.41393381090750
1996-06-01 25.98537786621680
1996-07-01 24.91437810158380
1996-08-01 25.17252566794740
1996-09-01 25.37497264773920
1996-10-01 26.19729134412740
1996-11-01 27.06189508160040
1996-12-01 27.80745693029340
1997-01-01 26.75018451269890
1997-02-01 26.36467969999210
1997-03-01 27.38410843450870
1997-04-01 26.97866345165320
1997-05-01 26.68845663600670
1997-06-01 26.92235477959100
1997-07-01 27.80682668696690
1997-08-01 28.57282421686200
1997-09-01 29.26982187865870
1997-10-01 29.23717063572420
1997-11-01 29.39721613293520
1997-12-01 30.04843848994730
1998-01-01 28.41228835341600
1998-02-01 28.79843864240240
1998-03-01 28.57287674795890
1998-04-01 28.84553229365230
1998-05-01 29.46142303284210
1998-06-01 30.22811278371310
1998-07-01 30.94068030614320
1998-08-01 30.22263662712610
1998-09-01 29.81301187932100
1998-10-01 28.52698864813920
1998-11-01 29.16569351342870
1998-12-01 29.41468064649780
1999-01-01 30.20622216126170
1999-02-01 31.89049850770720
1999-03-01 31.41964376288620
1999-04-01 31.71443584053110
1999-05-01 31.54429706324890
1999-06-01 31.80520762672070
1999-07-01 32.04521688586970
1999-08-01 32.18289068282960
1999-09-01 32.73789423364060
1999-10-01 33.13896790666850
1999-11-01 33.66251485092130
1999-12-01 34.30779408113360
2000-01-01 35.34134261283750
2000-02-01 35.38750028078980
2000-03-01 35.70752532658920
2000-04-01 37.05169235825590
2000-05-01 36.26206425351020
2000-06-01 36.18947847037240
2000-07-01 37.23340236633540
2000-08-01 36.96646923042020
2000-09-01 36.60498083697480
2000-10-01 37.28986615053120
2000-11-01 36.58584127549230
2000-12-01 36.27588073745250
2001-01-01 35.08924618422060
2001-02-01 34.13867026197610
2001-03-01 33.47790914394170
2001-04-01 32.58671454999870
2001-05-01 31.75585872176790
2001-06-01 30.87400776082160
2001-07-01 30.12020219909430
2001-08-01 29.52698260559050
2001-09-01 28.75998646552950
2001-10-01 29.72222952781740
2001-11-01 29.08552370177740
2001-12-01 30.22481091430030
2002-01-01 27.66015541751940
2002-02-01 29.04343484362800
2002-03-01 29.23884432567760
2002-04-01 28.92708189456160
2002-05-01 29.28916018128420
2002-06-01 30.02015363368490
2002-07-01 28.64951739263290
2002-08-01 29.69025982411710
2002-09-01 29.83718129865860
2002-10-01 28.69745975190850
2002-11-01 28.98665273891520
2002-12-01 29.34723551934390
2003-01-01 31.01777287833290
2003-02-01 30.46645239076110
2003-03-01 31.33033732928990
2003-04-01 31.73548401964190
2003-05-01 31.98350001696470
2003-06-01 31.51313350380040
2003-07-01 31.17032946462350
2003-08-01 31.49114214227200
2003-09-01 31.46453119849710
2003-10-01 30.07875784145160
2003-11-01 31.05881274138310
2003-12-01 31.18526347887310
2004-01-01 30.40766212170620
2004-02-01 31.20741934266700
2004-03-01 32.16515752627240
2004-04-01 29.37523672443240
2004-05-01 28.81211696967970
2004-06-01 30.00026043539670
2004-07-01 30.60110949826510
2004-08-01 30.59422394908750
2004-09-01 29.88334103435080
2004-10-01 31.37562894563410
2004-11-01 31.43411834642990
2004-12-01 30.87651804439330
2005-01-01 31.56153552150570
2005-02-01 30.99486756331670
2005-03-01 30.48263311228470
2005-04-01 31.63191327374760
2005-05-01 31.14855197296110
2005-06-01 30.50284324709880
2005-07-01 31.58281552054510
2005-08-01 31.36451398031460
2005-09-01 32.38983751015220
2005-10-01 32.81392947697470
2005-11-01 32.57128517777360
2005-12-01 32.76070766834850
2006-01-01 32.99953441513560
2006-02-01 33.33229583338340
2006-03-01 33.00014889863060
2006-04-01 33.41435413838800
2006-05-01 33.76006266831070
2006-06-01 34.24415369636560
2006-07-01 34.48792426463260
2006-08-01 34.50694120327590
2006-09-01 34.15400483331220
2006-10-01 33.93098603610960
2006-11-01 33.91979177629500
2006-12-01 33.60139334764480
2007-01-01 32.81242060386280
2007-02-01 33.33408668615770
2007-03-01 33.81474735600620
2007-04-01 34.05658874476420
2007-05-01 33.91166838410700
2007-06-01 34.07219062051940
2007-07-01 34.48936489072730
2007-08-01 34.56558980823060
2007-09-01 34.86604379656870
2007-10-01 34.92384790815990
2007-11-01 34.99829845766450
2007-12-01 34.61407136124690
2008-01-01 32.96201757624550
2008-02-01 33.50195934928790
2008-03-01 33.31458053800500
2008-04-01 32.36306352089120
2008-05-01 32.81267690294230
2008-06-01 32.50236065526740
2008-07-01 31.34221568220360
2008-08-01 31.43648310570040
2008-09-01 31.10770052837400
2008-10-01 29.10504783599560
2008-11-01 27.56218079481090
2008-12-01 26.86295254178490
2009-01-01 26.80480450396790
2009-02-01 26.28353312503470
2009-03-01 25.40338257849760
2009-04-01 23.72253586421270
2009-05-01 23.34306123229590
2009-06-01 23.12532460496250
2009-07-01 23.35098598913530
2009-08-01 23.13388176318680
2009-09-01 23.41142971448630
2009-10-01 24.29931568161450
2009-11-01 24.92227345808900
2009-12-01 25.47714591415130
2010-01-01 26.46221413834680
2010-02-01 26.41401880118650
2010-03-01 27.14411947445450
2010-04-01 28.03690162752680
2010-05-01 28.28996277653000
2010-06-01 28.60323896702480
2010-07-01 29.03490326989700
2010-08-01 29.58772780714010
2010-09-01 30.00877043003020
2010-10-01 29.98309101752790
2010-11-01 30.52062144647260
2010-12-01 31.37512055764550
2011-01-01 31.93643267235010
2011-02-01 33.46989366864250
2011-03-01 32.60722983570410
2011-04-01 33.08362268152280
2011-05-01 32.55805060804300
2011-06-01 32.91237969352420
2011-07-01 33.12210542054850
2011-08-01 32.65425141026430
2011-09-01 33.47323383056810
2011-10-01 32.58304428907600
2011-11-01 33.03196566739750
2011-12-01 33.63300575395420
2012-01-01 33.99274862366500
2012-02-01 34.44396717975870
2012-03-01 35.91258519168260
2012-04-01 34.73664350979100
2012-05-01 35.12783962043530
2012-06-01 35.48211410205720
2012-07-01 33.67255135667220
2012-08-01 33.46385845938810
2012-09-01 33.08550587967870
2012-10-01 32.92187733283950
2012-11-01 33.43960543686690
2012-12-01 33.50711256892780
2013-01-01 32.75510533004050
2013-02-01 33.19021693385770
2013-03-01 32.96774000490130
2013-04-01 33.60210847386830
2013-05-01 34.07961482910100
2013-06-01 34.52055790221630
2013-07-01 34.79741977171290
2013-08-01 35.06492720000230
2013-09-01 35.22308566453990
2013-10-01 35.79444509404880
2013-11-01 36.04838234833260
2013-12-01 35.94226017885820
2014-01-01 37.22633002877660
2014-02-01 36.54066356357820
2014-03-01 36.97569419886920
2014-04-01 37.73254275984590
2014-05-01 38.11906295646660
2014-06-01 38.63173436809990
2014-07-01 38.64050603651030
2014-08-01 38.81002231182840
2014-09-01 38.71414920520520
2014-10-01 38.61327333791030
2014-11-01 38.20474952567350
2014-12-01 38.85581891137790
2015-01-01 38.33567668946890
2015-02-01 38.84535805061580
2015-03-01 38.59821924045080
2015-04-01 37.09263514688880
2015-05-01 38.19372801811910
2015-06-01 38.07741570775810
2015-07-01 37.75468555738210
2015-08-01 38.17208567068420
2015-09-01 38.35740784887120
2015-10-01 39.25176728572080
2015-11-01 39.42196415486110
2015-12-01 40.22488192333470
2016-01-01 39.45081937069080
2016-02-01 39.07916362057180
2016-03-01 39.26400894160850
2016-04-01 39.89931995189670
2016-05-01 39.19351716162970
2016-06-01 39.28844758764130
2016-07-01 39.99129498826210
2016-08-01 39.58612645070090
2016-09-01 40.59595532174350
2016-10-01 39.83628918212020
2016-11-01 40.01571270838330
2016-12-01 39.14636540858410
2017-01-01 39.90826083859550
2017-02-01 39.93368911128860
2017-03-01 41.24831564183630
2017-04-01 39.67812025773430
2017-05-01 40.35813018224890
2017-06-01 39.98822226352070
2017-07-01 40.32539916150510
2017-08-01 39.82634231980850
2017-09-01 39.68345650643890
2017-10-01 39.36149085285450
2017-11-01 40.74328757359730
2017-12-01 40.72550954984750
2018-01-01 38.96527204383370
2018-02-01 38.47570450194520
2018-03-01 38.46024927248670
2018-04-01 39.35294933304750
2018-05-01 39.56565985462530
2018-06-01 39.77205971196930
2018-07-01 39.77745758200400
2018-08-01 40.53469308112970
2018-09-01 40.45399719086220
2018-10-01 41.31504232977420
2018-11-01 40.31752430846030
2018-12-01 40.73721054067930
2019-01-01 40.56785322397780
2019-02-01 41.15948358606830
2019-03-01 41.40294799080670
2019-04-01 41.40018105121220
2019-05-01 40.95951981000930
2019-06-01 41.84365143113870
2019-07-01 41.10356782844480
2019-08-01 41.84419318131610
2019-09-01 41.94258667880030
2019-10-01 39.98030994529700
2019-11-01 40.01056626480360
2019-12-01 40.28011952369700
2020-01-01 41.35266307799260
2020-02-01 41.20061899368760
2020-03-01 40.75620012557570
2020-04-01 31.42224836932020
2020-05-01 31.08566481629100
2020-06-01 33.39863084626440
2020-07-01 34.93184075744400
2020-08-01 35.23568668675670
2020-09-01 36.19882647633450
2020-10-01 38.04503394689360
2020-11-01 39.48884247197780
2020-12-01 41.59199825347630
2021-01-01 39.07692699643400
2021-02-01 39.16616735090670
2021-03-01 39.39564272715420
2021-04-01 38.82636145817000
2021-05-01 38.74083085943760
2021-06-01 38.86552925299760
2021-07-01 40.01846658225710
2021-08-01 40.00600184618610
2021-09-01 40.49319511227180
2021-10-01 42.05172545106750
2021-11-01 42.61234486263600
2021-12-01 42.69565840216570
2022-01-01 43.18154006544770
2022-02-01 43.90660289760710
2022-03-01 43.94153124753710
2022-04-01 45.00587716596120
2022-05-01 45.52048024543060
2022-06-01 45.00621699123530
2022-07-01 44.01382651273480
2022-08-01 44.07805707740310
2022-09-01 44.94814133523480
2022-10-01 42.91677519236800
2022-11-01 42.02725787737090
2022-12-01 41.64976154030430
2023-01-01 42.09008612176450
2023-02-01 41.91099247175760
2023-03-01 43.01092628548160
2023-04-01 42.31150822239960
2023-05-01 41.41766117392560
2023-06-01 39.90557516990160
2023-07-01 40.21781394947350
2023-08-01 39.69242364826760
2023-09-01 39.48195649165200
2023-10-01 38.36051066271020
2023-11-01 38.12695301083350
2023-12-01 38.16137444647100
2024-01-01 37.24923869052210
2024-02-01 36.56993072474000
2024-03-01 36.96852128714350
2024-04-01 35.17182306891350
2024-05-01 34.51773602638500
2024-06-01 33.77313039916340
2024-07-01 32.96592513565220
2024-08-01 33.34324777822120
2024-09-01 33.21629214386510
2024-10-01 33.01273521024890
2024-11-01 32.34712271550100
2024-12-01 32.52808872371070
2025-01-01 32.55038043510420
2025-02-01 32.13902267680180
2025-03-01 31.96631360221270
2025-04-01 31.84057540965620
2025-05-01 31.64676126790450
2025-06-01 32.15779603235310
2025-07-01 32.04050091043320
2025-08-01 31.96524437757130
2025-09-01 32.09357299896900
2025-10-01 32.08415157029060
2025-11-01 32.38100448355020
2025-12-01 32.07815219906950
2026-01-01 32.61049746515960

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