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 2026-04-01
Last Updated 2026-05-26 1:22 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 25.41393381090740
1996-06-01 25.98537786621680
1996-07-01 24.91437810158380
1996-08-01 25.17252566794750
1996-09-01 25.37497264773920
1996-10-01 26.19729134412740
1996-11-01 27.06189508160050
1996-12-01 27.80745693029340
1997-01-01 26.75018451269890
1997-02-01 26.36467969999210
1997-03-01 27.38410843450870
1997-04-01 26.97866345165310
1997-05-01 26.68845663600660
1997-06-01 26.92235477959100
1997-07-01 27.80682668696690
1997-08-01 28.57282421686210
1997-09-01 29.26982187865880
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 29.46142303284230
1998-06-01 30.22811278371350
1998-07-01 30.94068030614350
1998-08-01 30.22263662712580
1998-09-01 29.81301187932110
1998-10-01 28.52698864813800
1998-11-01 29.16569351342770
1998-12-01 29.41468064649720
1999-01-01 30.20622216126160
1999-02-01 31.89049850770750
1999-03-01 31.41964376288680
1999-04-01 31.71443584053220
1999-05-01 31.54429706325100
1999-06-01 31.80520762672370
1999-07-01 32.04521688587110
1999-08-01 32.18289068282880
1999-09-01 32.73789423363900
1999-10-01 33.13896790666270
1999-11-01 33.66251485091460
1999-12-01 34.30779408112820
2000-01-01 35.34134261284120
2000-02-01 35.38750028079140
2000-03-01 35.70752532659360
2000-04-01 37.05169235826290
2000-05-01 36.26206425351870
2000-06-01 36.18947847037960
2000-07-01 37.23340236633830
2000-08-01 36.96646923041990
2000-09-01 36.60498083697290
2000-10-01 37.28986615049750
2000-11-01 36.58584127547940
2000-12-01 36.27588073744090
2001-01-01 35.08924618422760
2001-02-01 34.13867026197980
2001-03-01 33.47790914395970
2001-04-01 32.58671455002520
2001-05-01 31.75585872178480
2001-06-01 30.87400776083240
2001-07-01 30.12020219910050
2001-08-01 29.52698260559570
2001-09-01 28.75998646550540
2001-10-01 29.72222952775320
2001-11-01 29.08552370176030
2001-12-01 30.22481091427980
2002-01-01 27.66015541751600
2002-02-01 29.04343484361260
2002-03-01 29.23884432581050
2002-04-01 28.92708189457360
2002-05-01 29.28916018127150
2002-06-01 30.02015363371190
2002-07-01 28.64951739258100
2002-08-01 29.69025982407110
2002-09-01 29.83718129860620
2002-10-01 28.69745975188190
2002-11-01 28.98665273902700
2002-12-01 29.34723551951600
2003-01-01 31.01777287846710
2003-02-01 30.46645239069990
2003-03-01 31.33033732930120
2003-04-01 31.73548401925570
2003-05-01 31.98350001657070
2003-06-01 31.51313350368740
2003-07-01 31.17032946457240
2003-08-01 31.49114214240170
2003-09-01 31.46453119870420
2003-10-01 30.07875784180120
2003-11-01 31.05881274193240
2003-12-01 31.18526347976160
2004-01-01 30.40766212237410
2004-02-01 31.20741934243840
2004-03-01 32.16515752545180
2004-04-01 29.37523672271820
2004-05-01 28.81211696826580
2004-06-01 30.00026043507140
2004-07-01 30.60110949844470
2004-08-01 30.59422394942140
2004-09-01 29.88334103388720
2004-10-01 31.37562894568630
2004-11-01 31.43411834810030
2004-12-01 30.87651804816740
2005-01-01 31.56153552538630
2005-02-01 30.99486756534960
2005-03-01 30.48263311145040
2005-04-01 31.63191326296530
2005-05-01 31.14855197039160
2005-06-01 30.50284324646400
2005-07-01 31.58281552003920
2005-08-01 31.36451398426790
2005-09-01 32.38983750702210
2005-10-01 32.81392947314610
2005-11-01 32.57128518064800
2005-12-01 32.76070767078100
2006-01-01 32.99953442750880
2006-02-01 33.33229584745260
2006-03-01 33.00014891029190
2006-04-01 33.41435410326140
2006-05-01 33.76006267260630
2006-06-01 34.24415369518550
2006-07-01 34.48792425222050
2006-08-01 34.50694119672720
2006-09-01 34.15400482359390
2006-10-01 33.93098602959370
2006-11-01 33.91979177915150
2006-12-01 33.60139333877200
2007-01-01 32.81242069564570
2007-02-01 33.33408669901600
2007-03-01 33.81474737014790
2007-04-01 34.05658867578750
2007-05-01 33.91166837978280
2007-06-01 34.07219059724070
2007-07-01 34.48936485390450
2007-08-01 34.56558979883210
2007-09-01 34.86604381877650
2007-10-01 34.92384794470300
2007-11-01 34.99829848566180
2007-12-01 34.61407133313650
2008-01-01 32.96201770417650
2008-02-01 33.50195931286160
2008-03-01 33.31458048227620
2008-04-01 32.36306343627610
2008-05-01 32.81267679226780
2008-06-01 32.50236058921040
2008-07-01 31.34221573429990
2008-08-01 31.43648308594420
2008-09-01 31.10770088567880
2008-10-01 29.10504822603260
2008-11-01 27.56218092623990
2008-12-01 26.86295219202340
2009-01-01 26.80480426037020
2009-02-01 26.28353273879600
2009-03-01 25.40338227637550
2009-04-01 23.72253595611340
2009-05-01 23.34306097441240
2009-06-01 23.12532455668380
2009-07-01 23.35098636574200
2009-08-01 23.13388206800130
2009-09-01 23.41143080752440
2009-10-01 24.29931680454170
2009-11-01 24.92227390517150
2009-12-01 25.47714524645940
2010-01-01 26.46221140699360
2010-02-01 26.41401794934180
2010-03-01 27.14411891931050
2010-04-01 28.03690203239830
2010-05-01 28.28996255322480
2010-06-01 28.60323906381100
2010-07-01 29.03490441517320
2010-08-01 29.58772920624130
2010-09-01 30.00877258457810
2010-10-01 29.98309320655960
2010-11-01 30.52062332708490
2010-12-01 31.37512179793830
2011-01-01 31.93641895696260
2011-02-01 33.46989464687090
2011-03-01 32.60723001216020
2011-04-01 33.08362300826980
2011-05-01 32.55804938349540
2011-06-01 32.91237937318710
2011-07-01 33.12210736819710
2011-08-01 32.65425544728360
2011-09-01 33.47323959317230
2011-10-01 32.58304993768540
2011-11-01 33.03197078998190
2011-12-01 33.63300916622670
2012-01-01 33.99272188631330
2012-02-01 34.44396631244950
2012-03-01 35.91258189691580
2012-04-01 34.73663915208150
2012-05-01 35.12783610173230
2012-06-01 35.48211502576460
2012-07-01 33.67255889581040
2012-08-01 33.46387108841150
2012-09-01 33.08552096728960
2012-10-01 32.92189010937780
2012-11-01 33.43961634479180
2012-12-01 33.50710521900130
2013-01-01 32.75506638022330
2013-02-01 33.19021123311520
2013-03-01 32.96772739091210
2013-04-01 33.60209330453610
2013-05-01 34.07960887554520
2013-06-01 34.52056300630700
2013-07-01 34.79743399190820
2013-08-01 35.06494370763810
2013-09-01 35.22315069143270
2013-10-01 35.79446133681830
2013-11-01 36.04839093107560
2013-12-01 35.94221937907910
2014-01-01 37.22629837024060
2014-02-01 36.54067541824510
2014-03-01 36.97558090355300
2014-04-01 37.73254268142170
2014-05-01 38.11907078342030
2014-06-01 38.63175184206100
2014-07-01 38.64053143599820
2014-08-01 38.81005437996420
2014-09-01 38.71428732054560
2014-10-01 38.61332913570970
2014-11-01 38.20470185866240
2014-12-01 38.85570692576600
2015-01-01 38.33566068977250
2015-02-01 38.84537606583680
2015-03-01 38.59799535228240
2015-04-01 37.09265338759230
2015-05-01 38.19376329013110
2015-06-01 38.07746596174690
2015-07-01 37.75473909827110
2015-08-01 38.17213584184730
2015-09-01 38.35760523764630
2015-10-01 39.25193968638870
2015-11-01 39.42181725103950
2015-12-01 40.22466529607340
2016-01-01 39.45078640745310
2016-02-01 39.07915174559500
2016-03-01 39.26366282027030
2016-04-01 39.89937529319510
2016-05-01 39.19360263314220
2016-06-01 39.28855650369470
2016-07-01 39.99143530978510
2016-08-01 39.58628771808180
2016-09-01 40.59603121335270
2016-10-01 39.83663284728900
2016-11-01 40.01550989487460
2016-12-01 39.14610563468370
2017-01-01 39.90790730102590
2017-02-01 39.93367146307060
2017-03-01 41.24793451983510
2017-04-01 39.67826123631730
2017-05-01 40.35827463012400
2017-06-01 39.98849934216460
2017-07-01 40.32567315006820
2017-08-01 39.82659345877760
2017-09-01 39.68336279943790
2017-10-01 39.36195393946310
2017-11-01 40.74299922465710
2017-12-01 40.72499085108670
2018-01-01 38.96454642288420
2018-02-01 38.47570305028580
2018-03-01 38.45996490229010
2018-04-01 39.35337596967360
2018-05-01 39.56604903469600
2018-06-01 39.77257122880030
2018-07-01 39.77780433951080
2018-08-01 40.53492410173300
2018-09-01 40.45359608286870
2018-10-01 41.31545152307090
2018-11-01 40.31713360409050
2018-12-01 40.73637399077700
2019-01-01 40.56664435574830
2019-02-01 41.15944798965350
2019-03-01 41.40297323724920
2019-04-01 41.40114508985720
2019-05-01 40.96043653723160
2019-06-01 41.84467398372460
2019-07-01 41.10359342278440
2019-08-01 41.84468918080860
2019-09-01 41.94099619626240
2019-10-01 39.98081461521920
2019-11-01 40.01012376456590
2019-12-01 40.27903467933070
2020-01-01 41.35106065661850
2020-02-01 41.19983200629360
2020-03-01 40.75535935293590
2020-04-01 31.42699010686270
2020-05-01 31.08581087408320
2020-06-01 33.40052310756110
2020-07-01 34.93151134313470
2020-08-01 35.23663211402970
2020-09-01 36.19623545337520
2020-10-01 38.04557294283630
2020-11-01 39.48784232062060
2020-12-01 41.58989266546470
2021-01-01 39.07430022602270
2021-02-01 39.16494049830880
2021-03-01 39.39187514307570
2021-04-01 38.83679833658630
2021-05-01 38.74193359011870
2021-06-01 38.86940061376100
2021-07-01 40.01878038347760
2021-08-01 40.00715225407020
2021-09-01 40.48924240576980
2021-10-01 42.05111616801990
2021-11-01 42.60908600305400
2021-12-01 42.69053019900370
2022-01-01 43.17662029983310
2022-02-01 43.90456636082650
2022-03-01 43.93596456110770
2022-04-01 45.02468349629670
2022-05-01 45.52547361991680
2022-06-01 45.01370245480690
2022-07-01 44.01604496377020
2022-08-01 44.07830932377080
2022-09-01 44.94106600869570
2022-10-01 42.91273897542730
2022-11-01 42.02186649077690
2022-12-01 41.64325403734710
2023-01-01 42.06306444647770
2023-02-01 41.92051763612940
2023-03-01 43.00660127632780
2023-04-01 42.34075739974970
2023-05-01 41.43187246736920
2023-06-01 39.91974383162550
2023-07-01 40.22246760735880
2023-08-01 39.68897933741520
2023-09-01 39.46868430184670
2023-10-01 38.35157165673900
2023-11-01 38.11749783851030
2023-12-01 38.15146461868880
2024-01-01 37.19857922131740
2024-02-01 36.59866168816200
2024-03-01 36.94852767731900
2024-04-01 35.22479404857370
2024-05-01 34.54169200280180
2024-06-01 33.79474593373030
2024-07-01 32.97334939278050
2024-08-01 33.33580257561130
2024-09-01 33.19688653112560
2024-10-01 32.99841335903310
2024-11-01 32.33416714708600
2024-12-01 32.51569081962610
2025-01-01 32.47159170288360
2025-02-01 32.19177576144530
2025-03-01 31.92304224449540
2025-04-01 31.92205790734900
2025-05-01 31.68073978950920
2025-06-01 32.18639583849800
2025-07-01 32.05040595928000
2025-08-01 31.95355426479770
2025-09-01 32.06923005818430
2025-10-01 32.06527825909620
2025-11-01 32.36368867876180
2025-12-01 32.06137952303090
2026-01-01 32.81813336568100
2026-02-01 32.50369481989110
2026-03-01 32.82352698231040
2026-04-01 32.56505144873100

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