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 2026-05-01
Last Updated 2026-06-24 10:14 AM 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 30.22811278371360
1998-07-01 30.94068030614350
1998-08-01 30.22263662712580
1998-09-01 29.81301187932120
1998-10-01 28.52698864813770
1998-11-01 29.16569351342750
1998-12-01 29.41468064649710
1999-01-01 30.20622216126160
1999-02-01 31.89049850770760
1999-03-01 31.41964376288700
1999-04-01 31.71443584053250
1999-05-01 31.54429706325140
1999-06-01 31.80520762672430
1999-07-01 32.04521688587140
1999-08-01 32.18289068282860
1999-09-01 32.73789423363860
1999-10-01 33.13896790666150
1999-11-01 33.66251485091320
1999-12-01 34.30779408112720
2000-01-01 35.34134261284220
2000-02-01 35.38750028079190
2000-03-01 35.70752532659450
2000-04-01 37.05169235826430
2000-05-01 36.26206425352050
2000-06-01 36.18947847038100
2000-07-01 37.23340236633870
2000-08-01 36.96646923041970
2000-09-01 36.60498083697250
2000-10-01 37.28986615049000
2000-11-01 36.58584127547710
2000-12-01 36.27588073743890
2001-01-01 35.08924618422960
2001-02-01 34.13867026198080
2001-03-01 33.47790914396380
2001-04-01 32.58671455003060
2001-05-01 31.75585872178840
2001-06-01 30.87400776083430
2001-07-01 30.12020219910100
2001-08-01 29.52698260559580
2001-09-01 28.75998646549820
2001-10-01 29.72222952773820
2001-11-01 29.08552370175730
2001-12-01 30.22481091427720
2002-01-01 27.66015541751700
2002-02-01 29.04343484360890
2002-03-01 29.23884432583140
2002-04-01 28.92708189457680
2002-05-01 29.28916018127780
2002-06-01 30.02015363373310
2002-07-01 28.64951739260720
2002-08-01 29.69025982409540
2002-09-01 29.83718129859390
2002-10-01 28.69745975182040
2002-11-01 28.98665273894160
2002-12-01 29.34723551939300
2003-01-01 31.01777287838100
2003-02-01 30.46645239072320
2003-03-01 31.33033732950590
2003-04-01 31.73548401950990
2003-05-01 31.98350001679070
2003-06-01 31.51313350379090
2003-07-01 31.17032946453170
2003-08-01 31.49114214222530
2003-09-01 31.46453119845270
2003-10-01 30.07875784152860
2003-11-01 31.05881274166960
2003-12-01 31.18526347931190
2004-01-01 30.40766212208710
2004-02-01 31.20741934257020
2004-03-01 32.16515752622320
2004-04-01 29.37523672372710
2004-05-01 28.81211696903050
2004-06-01 30.00026043521060
2004-07-01 30.60110949810400
2004-08-01 30.59422394890950
2004-09-01 29.88334103391780
2004-10-01 31.37562894570420
2004-11-01 31.43411834748270
2004-12-01 30.87651804633850
2005-01-01 31.56153552314360
2005-02-01 30.99486756417090
2005-03-01 30.48263311215600
2005-04-01 31.63191326920350
2005-05-01 31.14855197200880
2005-06-01 30.50284324693850
2005-07-01 31.58281552027930
2005-08-01 31.36451398163160
2005-09-01 32.38983750887170
2005-10-01 32.81392947426790
2005-11-01 32.57128517710020
2005-12-01 32.76070767121450
2006-01-01 32.99953441756980
2006-02-01 33.33229583931360
2006-03-01 33.00014890655600
2006-04-01 33.41435412968730
2006-05-01 33.76006267401750
2006-06-01 34.24415369590820
2006-07-01 34.48792425510320
2006-08-01 34.50694119317830
2006-09-01 34.15400482315460
2006-10-01 33.93098602811710
2006-11-01 33.91979177515560
2006-12-01 33.60139335200830
2007-01-01 32.81242064115910
2007-02-01 33.33408670260690
2007-03-01 33.81474737601750
2007-04-01 34.05658873254000
2007-05-01 33.91166838885060
2007-06-01 34.07219060245170
2007-07-01 34.48936485222680
2007-08-01 34.56558977301360
2007-09-01 34.86604377532830
2007-10-01 34.92384790024160
2007-11-01 34.99829846960590
2007-12-01 34.61407138679070
2008-01-01 32.96201766327050
2008-02-01 33.50195938433870
2008-03-01 33.31458055131640
2008-04-01 32.36306357633480
2008-05-01 32.81267685415070
2008-06-01 32.50236060468740
2008-07-01 31.34221564943480
2008-08-01 31.43648286258910
2008-09-01 31.10770052725900
2008-10-01 29.10504786512670
2008-11-01 27.56218087724660
2008-12-01 26.86295261127970
2009-01-01 26.80480467493610
2009-02-01 26.28353322145740
2009-03-01 25.40338258550440
2009-04-01 23.72253612597690
2009-05-01 23.34306075145930
2009-06-01 23.12532456935450
2009-07-01 23.35098602168030
2009-08-01 23.13388131879740
2009-09-01 23.41142971378400
2009-10-01 24.29931575127950
2009-11-01 24.92227363029790
2009-12-01 25.47714606041700
2010-01-01 26.46221438944140
2010-02-01 26.41401903230240
2010-03-01 27.14411954747760
2010-04-01 28.03690214480600
2010-05-01 28.28996186422850
2010-06-01 28.60323889635010
2010-07-01 29.03490324009980
2010-08-01 29.58772692626910
2010-09-01 30.00877025493310
2010-10-01 29.98309111429260
2010-11-01 30.52062181384830
2010-12-01 31.37512087563650
2011-01-01 31.93643368550460
2011-02-01 33.46989401882250
2011-03-01 32.60723000526570
2011-04-01 33.08362343775870
2011-05-01 32.55804929435180
2011-06-01 32.91237904535400
2011-07-01 33.12210424268580
2011-08-01 32.65424920240240
2011-09-01 33.47323322839240
2011-10-01 32.58304560375180
2011-11-01 33.03196931472130
2011-12-01 33.63300923563920
2012-01-01 33.99275062308680
2012-02-01 34.44396443989630
2012-03-01 35.91258072855220
2012-04-01 34.73664130047220
2012-05-01 35.12783840795570
2012-06-01 35.48211521006790
2012-07-01 33.67255183075060
2012-08-01 33.46385711920870
2012-09-01 33.08550556909670
2012-10-01 32.92187841444590
2012-11-01 33.43961111344390
2012-12-01 33.50713015573160
2013-01-01 32.75510553782630
2013-02-01 33.19020567365980
2013-03-01 32.96772469398730
2013-04-01 33.60209795714310
2013-05-01 34.07961054400130
2013-06-01 34.52056118900950
2013-07-01 34.79742768591620
2013-08-01 35.06493597976900
2013-09-01 35.22307443781660
2013-10-01 35.79446223763430
2013-11-01 36.04839504309310
2013-12-01 35.94229108215630
2014-01-01 37.22634274843360
2014-02-01 36.54067438346250
2014-03-01 36.97555490495900
2014-04-01 37.73254402449760
2014-05-01 38.11906130510440
2014-06-01 38.63173872572950
2014-07-01 38.64052880250280
2014-08-01 38.81007299259120
2014-09-01 38.71417424862330
2014-10-01 38.61335368507060
2014-11-01 38.20469788191490
2014-12-01 38.85582530258040
2015-01-01 38.33566943015910
2015-02-01 38.84536433148050
2015-03-01 38.59796019419870
2015-04-01 37.09267336859140
2015-05-01 38.19375016540150
2015-06-01 38.07744363563780
2015-07-01 37.75474400350720
2015-08-01 38.17218223807000
2015-09-01 38.35744362469940
2015-10-01 39.25210590048430
2015-11-01 39.42174613016250
2015-12-01 40.22473110693740
2016-01-01 39.45069803196210
2016-02-01 39.07913752177830
2016-03-01 39.26365395706760
2016-04-01 39.89946471573770
2016-05-01 39.19365830661560
2016-06-01 39.28854579351060
2016-07-01 39.99136957078510
2016-08-01 39.58620441244290
2016-09-01 40.59629305710890
2016-10-01 39.83673896213260
2016-11-01 40.01517399102480
2016-12-01 39.14601572351750
2017-01-01 39.90777975678280
2017-02-01 39.93348476070020
2017-03-01 41.24772197525230
2017-04-01 39.67953444869540
2017-05-01 40.35826310663010
2017-06-01 39.98830202925710
2017-07-01 40.32543970607330
2017-08-01 39.82632911427920
2017-09-01 39.68395222531770
2017-10-01 39.36190935174620
2017-11-01 40.74193305982340
2017-12-01 40.72455840490200
2018-01-01 38.96438647753140
2018-02-01 38.47572468097280
2018-03-01 38.46023114767620
2018-04-01 39.35644847040600
2018-05-01 39.56615192754130
2018-06-01 39.77188445219200
2018-07-01 39.77689046963110
2018-08-01 40.53406725941600
2018-09-01 40.45434721790640
2018-10-01 41.31488559029080
2018-11-01 40.31493117478110
2018-12-01 40.73508667029540
2019-01-01 40.56654286145960
2019-02-01 41.16062582915170
2019-03-01 41.40495424423510
2019-04-01 41.40710456068500
2019-05-01 40.96144147784030
2019-06-01 41.84407217305990
2019-07-01 41.09738542426250
2019-08-01 41.84399136887150
2019-09-01 41.94204346772840
2019-10-01 39.97940299512460
2019-11-01 40.00628355239960
2019-12-01 40.27697193868380
2020-01-01 41.35054167653260
2020-02-01 41.20031752243210
2020-03-01 40.76358362194350
2020-04-01 31.44152934197360
2020-05-01 31.08671694512080
2020-06-01 33.39368174301550
2020-07-01 34.92049176024030
2020-08-01 35.23561790959490
2020-09-01 36.19610966486710
2020-10-01 38.04195318170790
2020-11-01 39.48258667408020
2020-12-01 41.58725755051280
2021-01-01 39.07420967643210
2021-02-01 39.16609862023960
2021-03-01 39.41446577362640
2021-04-01 38.85971534877480
2021-05-01 38.74146844596050
2021-06-01 38.85441310083500
2021-07-01 39.99840583261490
2021-08-01 40.00383604274040
2021-09-01 40.48547169396040
2021-10-01 42.04363631462480
2021-11-01 42.60164383400490
2021-12-01 42.68864277375190
2022-01-01 43.18097761754160
2022-02-01 43.91254777544830
2022-03-01 43.97873853947400
2022-04-01 45.05704546915970
2022-05-01 45.52138404898850
2022-06-01 44.98493733492260
2022-07-01 43.98548779066300
2022-08-01 44.06792757788280
2022-09-01 44.92956161035320
2022-10-01 42.89747355461380
2022-11-01 42.01037490109690
2022-12-01 41.64336838457740
2023-01-01 42.07630115491460
2023-02-01 41.94502936526150
2023-03-01 43.08110660028670
2023-04-01 42.39847991284830
2023-05-01 41.40095452005440
2023-06-01 39.87216025735370
2023-07-01 40.17700622672670
2023-08-01 39.66931027873360
2023-09-01 39.44750014616470
2023-10-01 38.32735566855030
2023-11-01 38.09963658417460
2023-12-01 38.15251024269020
2024-01-01 37.22275806559660
2024-02-01 36.64367185208170
2024-03-01 37.05506155470550
2024-04-01 35.31692060964470
2024-05-01 34.49348850243480
2024-06-01 33.72045748365400
2024-07-01 32.91600384608750
2024-08-01 33.30346220264850
2024-09-01 33.16314273279990
2024-10-01 32.96314783356930
2024-11-01 32.30893434223710
2024-12-01 32.51657452139470
2025-01-01 32.50563368531330
2025-02-01 32.25756331826470
2025-03-01 32.06033898286320
2025-04-01 32.04843925447130
2025-05-01 31.61737382103360
2025-06-01 32.08918069724820
2025-07-01 31.98124061589680
2025-08-01 31.90952803217930
2025-09-01 32.02435596579670
2025-10-01 32.02130523393650
2025-11-01 32.33088510209200
2025-12-01 32.05916979919210
2026-01-01 32.85827874864660
2026-02-01 32.58472970320750
2026-03-01 32.97552330044390
2026-04-01 32.80980963167050
2026-05-01 33.69446410783280

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