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 2026-07-01
Last Updated 2026-08-21 6:52 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 23.73487039513110
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 24.00283138108610
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 25.98537786621670
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 26.92235477959090
1997-07-01 27.80682668696680
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 28.84553229365220
1998-05-01 29.46142303284250
1998-06-01 30.22811278371390
1998-07-01 30.94068030614380
1998-08-01 30.22263662712560
1998-09-01 29.81301187932140
1998-10-01 28.52698864813660
1998-11-01 29.16569351342670
1998-12-01 29.41468064649660
1999-01-01 30.20622216126160
1999-02-01 31.89049850770790
1999-03-01 31.41964376288750
1999-04-01 31.71443584053340
1999-05-01 31.54429706325320
1999-06-01 31.80520762672690
1999-07-01 32.04521688587260
1999-08-01 32.18289068282790
1999-09-01 32.73789423363720
1999-10-01 33.13896790665640
1999-11-01 33.66251485090740
1999-12-01 34.30779408112260
2000-01-01 35.34134261284540
2000-02-01 35.38750028079330
2000-03-01 35.70752532659840
2000-04-01 37.05169235827040
2000-05-01 36.26206425352780
2000-06-01 36.18947847038710
2000-07-01 37.23340236634110
2000-08-01 36.96646923041940
2000-09-01 36.60498083697090
2000-10-01 37.28986615046080
2000-11-01 36.58584127546600
2000-12-01 36.27588073742900
2001-01-01 35.08924618423570
2001-02-01 34.13867026198410
2001-03-01 33.47790914397960
2001-04-01 32.58671455005380
2001-05-01 31.75585872180340
2001-06-01 30.87400776084370
2001-07-01 30.12020219910580
2001-08-01 29.52698260559930
2001-09-01 28.75998646547550
2001-10-01 29.72222952768130
2001-11-01 29.08552370174260
2001-12-01 30.22481091426130
2002-01-01 27.66015541751660
2002-02-01 29.04343484359750
2002-03-01 29.23884432594590
2002-04-01 28.92708189458790
2002-05-01 29.28916018126870
2002-06-01 30.02015363375820
2002-07-01 28.64951739256630
2002-08-01 29.69025982405760
2002-09-01 29.83718129854250
2002-10-01 28.69745975178380
2002-11-01 28.98665273902120
2002-12-01 29.34723551952290
2003-01-01 31.01777287848900
2003-02-01 30.46645239068620
2003-03-01 31.33033732955390
2003-04-01 31.73548401923230
2003-05-01 31.98350001649740
2003-06-01 31.51313350370270
2003-07-01 31.17032946445580
2003-08-01 31.49114214226660
2003-09-01 31.46453119855630
2003-10-01 30.07875784177450
2003-11-01 31.05881274211310
2003-12-01 31.18526348004210
2004-01-01 30.40766212273180
2004-02-01 31.20741934241400
2004-03-01 32.16515752563410
2004-04-01 29.37523672242870
2004-05-01 28.81211696795910
2004-06-01 30.00026043493160
2004-07-01 30.60110949810820
2004-08-01 30.59422394893400
2004-09-01 29.88334103330620
2004-10-01 31.37562894564180
2004-11-01 31.43411834891700
2004-12-01 30.87651804962080
2005-01-01 31.56153552665570
2005-02-01 30.99486756593020
2005-03-01 30.48263311150730
2005-04-01 31.63191326092530
2005-05-01 31.14855196985060
2005-06-01 30.50284324616080
2005-07-01 31.58281551933750
2005-08-01 31.36451398369990
2005-09-01 32.38983750553870
2005-10-01 32.81392947109900
2005-11-01 32.57128517999490
2005-12-01 32.76070767601780
2006-01-01 32.99953442910550
2006-02-01 33.33229585116690
2006-03-01 33.00014891529000
2006-04-01 33.41435409967800
2006-05-01 33.76006267580040
2006-06-01 34.24415369357400
2006-07-01 34.48792424390900
2006-08-01 34.50694118671180
2006-09-01 34.15400481615090
2006-10-01 33.93098602572450
2006-11-01 33.91979178045340
2006-12-01 33.60139335033460
2007-01-01 32.81242071654610
2007-02-01 33.33408670725550
2007-03-01 33.81474738068690
2007-04-01 34.05658867158950
2007-05-01 33.91166838418090
2007-06-01 34.07219058538600
2007-07-01 34.48936482492890
2007-08-01 34.56558976809050
2007-09-01 34.86604380198630
2007-10-01 34.92384794302220
2007-11-01 34.99829849806400
2007-12-01 34.61407135950380
2008-01-01 32.96201774750260
2008-02-01 33.50195933169010
2008-03-01 33.31458050703160
2008-04-01 32.36306348175920
2008-05-01 32.81267680740780
2008-06-01 32.50236058235070
2008-07-01 31.34221569940150
2008-08-01 31.43648282574000
2008-09-01 31.10770078982220
2008-10-01 29.10504816838400
2008-11-01 27.56218102284310
2008-12-01 26.86295231951500
2009-01-01 26.80480447445620
2009-02-01 26.28353289915260
2009-03-01 25.40338232843170
2009-04-01 23.72253609298130
2009-05-01 23.34306078362070
2009-06-01 23.12532457220940
2009-07-01 23.35098627660530
2009-08-01 23.13388147891100
2009-09-01 23.41143045683590
2009-10-01 24.29931656211570
2009-11-01 24.92227412367890
2009-12-01 25.47714569924350
2010-01-01 26.46221199744010
2010-02-01 26.41401850492570
2010-03-01 27.14411908132090
2010-04-01 28.03690218703500
2010-05-01 28.28996205752830
2010-06-01 28.60323910491130
2010-07-01 29.03490413626880
2010-08-01 29.58772800245620
2010-09-01 30.00877190881890
2010-10-01 29.98309265646340
2010-11-01 30.52062310028500
2010-12-01 31.37512143715880
2011-01-01 31.93642383148580
2011-02-01 33.46989443624760
2011-03-01 32.60722971780100
2011-04-01 33.08362315238330
2011-05-01 32.55804887723550
2011-06-01 32.91237942947330
2011-07-01 33.12210668199920
2011-08-01 32.65425356181440
2011-09-01 33.47323829826370
2011-10-01 32.58304897720090
2011-11-01 33.03197047346020
2011-12-01 33.63300851638750
2012-01-01 33.99273091263430
2012-02-01 34.44396436906800
2012-03-01 35.91258001307790
2012-04-01 34.73663905293580
2012-05-01 35.12783646087540
2012-06-01 35.48211653288890
2012-07-01 33.67255910594750
2012-08-01 33.46386912566520
2012-09-01 33.08551856623450
2012-10-01 32.92188714555020
2012-11-01 33.43961444394410
2012-12-01 33.50710701931740
2013-01-01 32.75507924317870
2013-02-01 33.19020677545790
2013-03-01 32.96772331164600
2013-04-01 33.60209197728040
2013-05-01 34.07960757214700
2013-06-01 34.52056382416050
2013-07-01 34.79743751537560
2013-08-01 35.06494905527810
2013-09-01 35.22313327276600
2013-10-01 35.79447145981080
2013-11-01 36.04839872067830
2013-12-01 35.94221118032050
2014-01-01 37.22631809860940
2014-02-01 36.54067860366840
2014-03-01 36.97553930338180
2014-04-01 37.73253939330650
2014-05-01 38.11906517721090
2014-06-01 38.63175017546980
2014-07-01 38.64054580807280
2014-08-01 38.81009311054050
2014-09-01 38.71429617973220
2014-10-01 38.61338771209950
2014-11-01 38.20467849038620
2014-12-01 38.85565207731430
2015-01-01 38.33562584814930
2015-02-01 38.84534359303070
2015-03-01 38.59792114075220
2015-04-01 37.09268523281950
2015-05-01 38.19379434776460
2015-06-01 38.07750056588640
2015-07-01 37.75479335720160
2015-08-01 38.17221156614650
2015-09-01 38.35761745834480
2015-10-01 39.25222622234430
2015-11-01 39.42165752056660
2015-12-01 40.22442411931810
2016-01-01 39.45056922032220
2016-02-01 39.07902563693460
2016-03-01 39.26358326899710
2016-04-01 39.89955125600910
2016-05-01 39.19380454127420
2016-06-01 39.28870853612460
2016-07-01 39.99157595144000
2016-08-01 39.58641770458340
2016-09-01 40.59600645534680
2016-10-01 39.83695477404180
2016-11-01 40.01501169043690
2016-12-01 39.14570993021870
2017-01-01 39.90689583481300
2017-02-01 39.93372901324360
2017-03-01 41.24815994917800
2017-04-01 39.68005966020910
2017-05-01 40.35876011156320
2017-06-01 39.98829811462630
2017-07-01 40.32523282619750
2017-08-01 39.82621940426510
2017-09-01 39.68306877152100
2017-10-01 39.36238851722400
2017-11-01 40.74168771271160
2017-12-01 40.72412586995860
2018-01-01 38.96272012829270
2018-02-01 38.47628390897090
2018-03-01 38.46168563881710
2018-04-01 39.35835503146180
2018-05-01 39.56779819872850
2018-06-01 39.77180674869790
2018-07-01 39.77558791672360
2018-08-01 40.53260976271640
2018-09-01 40.45204430011670
2018-10-01 41.31525220083170
2018-11-01 40.31448735573950
2018-12-01 40.73396494050130
2019-01-01 40.56419107851260
2019-02-01 41.16214196964850
2019-03-01 41.40794738011860
2019-04-01 41.41217757982660
2019-05-01 40.96815138757200
2019-06-01 41.84979372985390
2019-07-01 41.07772321692840
2019-08-01 41.84618621444240
2019-09-01 41.93690616160300
2019-10-01 39.98048865934830
2019-11-01 40.00634633006220
2019-12-01 40.27580060365360
2020-01-01 41.34772111202420
2020-02-01 41.20245267007880
2020-03-01 40.76822119327330
2020-04-01 31.45161640533240
2020-05-01 31.09075095927070
2020-06-01 33.42475935926660
2020-07-01 34.87363525623640
2020-08-01 35.23629532173140
2020-09-01 36.18671092390190
2020-10-01 38.04395474815800
2020-11-01 39.48250818703220
2020-12-01 41.58479040436780
2021-01-01 39.07095745100020
2021-02-01 39.16979245464920
2021-03-01 39.42223485681180
2021-04-01 38.87812501485990
2021-05-01 38.75042963451060
2021-06-01 38.92140158867720
2021-07-01 39.89686399116660
2021-08-01 40.00878929930940
2021-09-01 40.47298532785290
2021-10-01 42.04391229474870
2021-11-01 42.59913478668740
2021-12-01 42.68526147851950
2022-01-01 43.17785523015820
2022-02-01 43.91732116067430
2022-03-01 43.99316221352370
2022-04-01 45.08916123546080
2022-05-01 45.53805819907350
2022-06-01 45.08485812479970
2022-07-01 43.84356783422190
2022-08-01 44.06506136308610
2022-09-01 44.90808065127700
2022-10-01 42.89018869505310
2022-11-01 42.00214175621690
2022-12-01 41.63625285581180
2023-01-01 42.07514028396000
2023-02-01 41.95455209563490
2023-03-01 43.10227648099930
2023-04-01 42.43955368180080
2023-05-01 41.46700469966470
2023-06-01 40.00148516482640
2023-07-01 39.97577550022860
2023-08-01 39.65031787327960
2023-09-01 39.41129947943180
2023-10-01 38.30636088731320
2023-11-01 38.08417109738620
2023-12-01 38.14701376791880
2024-01-01 37.22975345575590
2024-02-01 36.66210276867950
2024-03-01 37.08557795336570
2024-04-01 35.36820014636730
2024-05-01 34.60498627050260
2024-06-01 33.87188912612130
2024-07-01 32.67677502724810
2024-08-01 33.25257806070790
2024-09-01 33.10960659243230
2024-10-01 32.92780299291960
2024-11-01 32.28672234345720
2024-12-01 32.51272891807910
2025-01-01 32.52279540657030
2025-02-01 32.28735746914810
2025-03-01 32.09869487674020
2025-04-01 32.10476875244770
2025-05-01 31.78958165142360
2025-06-01 32.24890758069490
2025-07-01 31.69636354051060
2025-08-01 31.83339747473690
2025-09-01 31.95836209853780
2025-10-01 31.97286454042220
2025-11-01 32.30349150633190
2025-12-01 32.06094371248670
2026-01-01 32.88755833045670
2026-02-01 32.62565790045120
2026-03-01 33.02327909914060
2026-04-01 32.87461771568930
2026-05-01 33.40020652945770
2026-06-01 33.92465238877340
2026-07-01 34.77474348850780

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