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 2025-12-01
Last Updated 2026-01-28 2:28 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 11.90489541112680
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 11.33193944281590
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 24.00283138108610
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 24.71777104872350
1996-05-01 25.41393381090740
1996-06-01 25.98537786621670
1996-07-01 24.91437810158380
1996-08-01 25.17252566794750
1996-09-01 25.37497264773930
1996-10-01 26.19729134412750
1996-11-01 27.06189508160050
1996-12-01 27.80745693029340
1997-01-01 26.75018451269890
1997-02-01 26.36467969999220
1997-03-01 27.38410843450870
1997-04-01 26.97866345165290
1997-05-01 26.68845663600650
1997-06-01 26.92235477959080
1997-07-01 27.80682668696680
1997-08-01 28.57282421686220
1997-09-01 29.26982187865890
1997-10-01 29.23717063572420
1997-11-01 29.39721613293520
1997-12-01 30.04843848994740
1998-01-01 28.41228835341600
1998-02-01 28.79843864240240
1998-03-01 28.57287674795890
1998-04-01 28.84553229365210
1998-05-01 29.46142303284280
1998-06-01 30.22811278371460
1998-07-01 30.94068030614420
1998-08-01 30.22263662712520
1998-09-01 29.81301187932190
1998-10-01 28.52698864813460
1998-11-01 29.16569351342510
1998-12-01 29.41468064649590
1999-01-01 30.20622216126150
1999-02-01 31.89049850770850
1999-03-01 31.41964376288850
1999-04-01 31.71443584053490
1999-05-01 31.54429706325660
1999-06-01 31.80520762673170
1999-07-01 32.04521688587440
1999-08-01 32.18289068282540
1999-09-01 32.73789423363400
1999-10-01 33.13896790664670
1999-11-01 33.66251485089820
1999-12-01 34.30779408111680
2000-01-01 35.34134261285350
2000-02-01 35.38750028079670
2000-03-01 35.70752532660420
2000-04-01 37.05169235827900
2000-05-01 36.26206425353950
2000-06-01 36.18947847039680
2000-07-01 37.23340236634350
2000-08-01 36.96646923041660
2000-09-01 36.60498083696880
2000-10-01 37.28986615040830
2000-11-01 36.58584127545970
2000-12-01 36.27588073742750
2001-01-01 35.08924618425640
2001-02-01 34.13867026198560
2001-03-01 33.47790914398330
2001-04-01 32.58671455002530
2001-05-01 31.75585872177440
2001-06-01 30.87400776083730
2001-07-01 30.12020219915410
2001-08-01 29.52698260571040
2001-09-01 28.75998646559570
2001-10-01 29.72222952773960
2001-11-01 29.08552370174550
2001-12-01 30.22481091410450
2002-01-01 27.66015541731460
2002-02-01 29.04343484341630
2002-03-01 29.23884432600100
2002-04-01 28.92708189454180
2002-05-01 29.28916018118910
2002-06-01 30.02015363358770
2002-07-01 28.64951739244800
2002-08-01 29.69025982414360
2002-09-01 29.83718129904330
2002-10-01 28.69745975267500
2002-11-01 28.98665274004600
2002-12-01 29.34723552040320
2003-01-01 31.01777287866170
2003-02-01 30.46645238954730
2003-03-01 31.33033732741850
2003-04-01 31.73548401597620
2003-05-01 31.98350001363110
2003-06-01 31.51313350263650
2003-07-01 31.17032946623520
2003-08-01 31.49114214660530
2003-09-01 31.46453120330260
2003-10-01 30.07875784598740
2003-11-01 31.05881274545000
2003-12-01 31.18526348399070
2004-01-01 30.40766211648300
2004-02-01 31.20741934011290
2004-03-01 32.16515751730140
2004-04-01 29.37523670879180
2004-05-01 28.81211695587700
2004-06-01 30.00026043261510
2004-07-01 30.60110950799340
2004-08-01 30.59422396806930
2004-09-01 29.88334105249090
2004-10-01 31.37562895944100
2004-11-01 31.43411835371220
2004-12-01 30.87651804830810
2005-01-01 31.56153550550350
2005-02-01 30.99486755749330
2005-03-01 30.48263309744750
2005-04-01 31.63191319583050
2005-05-01 31.14855196392060
2005-06-01 30.50284326657380
2005-07-01 31.58281556926700
2005-08-01 31.36451409593320
2005-09-01 32.38983756841380
2005-10-01 32.81392945186360
2005-11-01 32.57128510647240
2005-12-01 32.76070744687790
2006-01-01 32.99953429513480
2006-02-01 33.33229587337690
2006-03-01 33.00014908695520
2006-04-01 33.41435420469560
2006-05-01 33.76006291296920
2006-06-01 34.24415378450650
2006-07-01 34.48792419338820
2006-08-01 34.50694114578010
2006-09-01 34.15400467049790
2006-10-01 33.93098577559090
2006-11-01 33.91979156977030
2006-12-01 33.60139293085310
2007-01-01 32.81242058662020
2007-02-01 33.33408724030350
2007-03-01 33.81474819889240
2007-04-01 34.05658921458310
2007-05-01 33.91166881429590
2007-06-01 34.07219036977460
2007-07-01 34.48936413399900
2007-08-01 34.56558909238910
2007-09-01 34.86604312382820
2007-10-01 34.92384722828040
2007-11-01 34.99829834118900
2007-12-01 34.61407165824600
2008-01-01 32.96201859493260
2008-02-01 33.50196068732330
2008-03-01 33.31458025672950
2008-04-01 32.36306703374450
2008-05-01 32.81267358436970
2008-06-01 32.50235834361300
2008-07-01 31.34221570080820
2008-08-01 31.43648081881920
2008-09-01 31.10770512846740
2008-10-01 29.10505158416660
2008-11-01 27.56218035847450
2008-12-01 26.86295056353570
2009-01-01 26.80480114078750
2009-02-01 26.28353111389050
2009-03-01 25.40338015860950
2009-04-01 23.72254782489350
2009-05-01 23.34304459934410
2009-06-01 23.12532190599690
2009-07-01 23.35099317463700
2009-08-01 23.13388471464510
2009-09-01 23.41145129542620
2009-10-01 24.29933593419660
2009-11-01 24.92227556785980
2009-12-01 25.47712990097820
2010-01-01 26.46219737548250
2010-02-01 26.41397797471210
2010-03-01 27.14407143159610
2010-04-01 28.03688534020320
2010-05-01 28.28992381509640
2010-06-01 28.60327022181700
2010-07-01 29.03500838068890
2010-08-01 29.58789329320880
2010-09-01 30.00892788429250
2010-10-01 29.98312525839460
2010-11-01 30.52050148081350
2010-12-01 31.37491926627450
2011-01-01 31.93603132499820
2011-02-01 33.46982207951340
2011-03-01 32.60724774822190
2011-04-01 33.08371231425420
2011-05-01 32.55812585870900
2011-06-01 32.91256782293630
2011-07-01 33.12235749561690
2011-08-01 32.65462794182100
2011-09-01 33.47356531678700
2011-10-01 32.58307338411400
2011-11-01 33.03167625157470
2011-12-01 33.63250274648340
2012-01-01 33.99174113385730
2012-02-01 34.44359863984810
2012-03-01 35.91250324762130
2012-04-01 34.73684120466310
2012-05-01 35.12815916109170
2012-06-01 35.48288926984540
2012-07-01 33.67350132534860
2012-08-01 33.46443380140030
2012-09-01 33.08591533742950
2012-10-01 32.92243926565690
2012-11-01 33.44071862366520
2012-12-01 33.50119327140350
2013-01-01 32.75510963651120
2013-02-01 33.19005869213470
2013-03-01 32.96736254352020
2013-04-01 33.60232945635830
2013-05-01 34.08064995299580
2013-06-01 34.52252016526500
2013-07-01 34.79995010902100
2013-08-01 35.06704598930070
2013-09-01 35.21985977741530
2013-10-01 35.79603040908020
2013-11-01 36.04978059533950
2013-12-01 35.93367658385150
2014-01-01 37.22755988800960
2014-02-01 36.54272851495210
2014-03-01 36.96798382415390
2014-04-01 37.73483050844030
2014-05-01 38.12197950614810
2014-06-01 38.63556832377880
2014-07-01 38.64473700457420
2014-08-01 38.81421004979180
2014-09-01 38.70857278360230
2014-10-01 38.61833618593030
2014-11-01 38.19763364163810
2014-12-01 38.84715164040380
2015-01-01 38.33996707891780
2015-02-01 38.85003007884310
2015-03-01 38.58292975032140
2015-04-01 37.09706130158250
2015-05-01 38.19845192212690
2015-06-01 38.08273128235010
2015-07-01 37.76052031224340
2015-08-01 38.17873290719720
2015-09-01 38.34958662260500
2015-10-01 39.25922010862240
2015-11-01 39.40440823236410
2015-12-01 40.22114534721350
2016-01-01 39.45704120251960
2016-02-01 39.08633200463950
2016-03-01 39.24127166596450
2016-04-01 39.90544314619520
2016-05-01 39.19942437370780
2016-06-01 39.29459412861490
2016-07-01 39.99728866728290
2016-08-01 39.59236827236390
2016-09-01 40.59455950361790
2016-10-01 39.84352782866290
2016-11-01 39.98708391445430
2016-12-01 39.14379406315470
2017-01-01 39.91993677213210
2017-02-01 39.94091575867470
2017-03-01 41.22529506360580
2017-04-01 39.68610724095160
2017-05-01 40.36101381437050
2017-06-01 39.99342015290540
2017-07-01 40.32984814584170
2017-08-01 39.83135323684770
2017-09-01 39.68815848320620
2017-10-01 39.36747458558110
2017-11-01 40.70948962167470
2017-12-01 40.72921162564670
2018-01-01 38.97911974143350
2018-02-01 38.48114855306190
2018-03-01 38.43649814813540
2018-04-01 39.36263468966740
2018-05-01 39.56504037926060
2018-06-01 39.77535288703530
2018-07-01 39.77825494514910
2018-08-01 40.53598375019450
2018-09-01 40.46889036914120
2018-10-01 41.32152947186520
2018-11-01 40.28287809824120
2018-12-01 40.74586043787170
2019-01-01 40.58327558705020
2019-02-01 41.15853364832170
2019-03-01 41.38118798731790
2019-04-01 41.40831084284510
2019-05-01 40.95904256131740
2019-06-01 41.85403447191140
2019-07-01 41.07431929273490
2019-08-01 41.84840018666240
2019-09-01 41.96899322351020
2019-10-01 39.99085500057890
2019-11-01 39.99082457501700
2019-12-01 40.29866301749830
2020-01-01 41.37053747146650
2020-02-01 41.20133102803090
2020-03-01 40.69439871922810
2020-04-01 31.42746735625520
2020-05-01 31.07827573510160
2020-06-01 33.45393031483680
2020-07-01 34.85943652811480
2020-08-01 35.23653398024500
2020-09-01 36.23744047018490
2020-10-01 38.06426354642760
2020-11-01 39.49129728082420
2020-12-01 41.61928935740120
2021-01-01 39.11068574739890
2021-02-01 39.18313609938470
2021-03-01 39.24091208194810
2021-04-01 38.83998770376090
2021-05-01 38.73147011954970
2021-06-01 38.97689151543510
2021-07-01 39.87610366446720
2021-08-01 40.01529403424620
2021-09-01 40.53842019450860
2021-10-01 42.09706254964520
2021-11-01 42.62247933216320
2021-12-01 42.75228963875040
2022-01-01 43.24459227268630
2022-02-01 43.95582263463680
2022-03-01 43.65903315249360
2022-04-01 45.01975348790120
2022-05-01 45.47832798114390
2022-06-01 45.19365875579270
2022-07-01 43.81721946599010
2022-08-01 44.09710495867370
2022-09-01 45.00999739782960
2022-10-01 42.98679881999100
2022-11-01 42.01885193751940
2022-12-01 41.71012221598140
2023-01-01 42.22316602987250
2023-02-01 41.99830170725140
2023-03-01 42.62974363583360
2023-04-01 42.31047669249140
2023-05-01 41.33755884000730
2023-06-01 40.12925217196510
2023-07-01 39.98046871908450
2023-08-01 39.73394384783740
2023-09-01 39.56319396378540
2023-10-01 38.45108249368390
2023-11-01 38.09500282943280
2023-12-01 38.23399269874540
2024-01-01 37.44250755331130
2024-02-01 36.69656334459120
2024-03-01 36.51186845697110
2024-04-01 35.14345221617670
2024-05-01 34.57791967090250
2024-06-01 34.33208573150760
2024-07-01 33.12955982892950
2024-08-01 33.99539652051300
2024-09-01 34.01783360705140
2024-10-01 33.70848042372340
2024-11-01 33.59228330967890
2024-12-01 33.79274534758170
2025-01-01 34.40195876796330
2025-02-01 34.39677884710560
2025-03-01 34.57330080860890
2025-04-01 34.79282795996610
2025-05-01 34.87184316067020
2025-06-01 34.90431478277450
2025-07-01 34.81610510164230
2025-08-01 34.63072123130180
2025-09-01 34.60466105690150
2025-10-01 34.78722251936390
2025-11-01 35.00606625853120
2025-12-01 34.65449294552880

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