Table Data - All Employees: Professional and Business Services in Charlotte-Concord-Gastonia, NC-SC (MSA)

Title All Employees: Professional and Business Services in Charlotte-Concord-Gastonia, NC-SC (MSA)
Series ID CHAR737PBSV
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-01-01
Last Updated 2026-04-10 4:46 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 68.2342582524955
1990-02-01 69.2954921754599
1990-03-01 70.1168162801132
1990-04-01 70.1524245512726
1990-05-01 70.6184924155601
1990-06-01 70.7217851054765
1990-07-01 70.0317873578902
1990-08-01 69.7392031975099
1990-09-01 70.2525917581635
1990-10-01 68.3738577557850
1990-11-01 67.9962553988905
1990-12-01 68.3687729964369
1991-01-01 68.3326892435975
1991-02-01 68.1935918669831
1991-03-01 68.2111923691413
1991-04-01 69.0181462080206
1991-05-01 69.5257924208992
1991-06-01 69.1314279914079
1991-07-01 69.5229212016335
1991-08-01 69.8397112740587
1991-09-01 70.5511664232111
1991-10-01 70.8430868439926
1991-11-01 71.4709329479529
1991-12-01 71.1328332587478
1992-01-01 72.3966863982977
1992-02-01 72.7823430922903
1992-03-01 73.3918801799242
1992-04-01 73.2211001359680
1992-05-01 73.6310600871512
1992-06-01 73.8013965650190
1992-07-01 76.4205889997020
1992-08-01 76.1916452477179
1992-09-01 76.8770640538103
1992-10-01 78.1556060537642
1992-11-01 78.6130039967486
1992-12-01 79.0585434151394
1993-01-01 80.6097725830985
1993-02-01 81.2182176900157
1993-03-01 81.5300139657802
1993-04-01 83.1027313006915
1993-05-01 83.2657299619377
1993-06-01 84.1060638615968
1993-07-01 84.6775768120801
1993-08-01 84.9059768665838
1993-09-01 85.3860178295647
1993-10-01 86.6112553954551
1993-11-01 87.2538208104583
1993-12-01 88.1631356586396
1994-01-01 88.3694642968766
1994-02-01 88.7267832017813
1994-03-01 89.7675243129853
1994-04-01 91.1567276805967
1994-05-01 90.8649827659837
1994-06-01 91.1913216814523
1994-07-01 92.0010012345386
1994-08-01 93.1184241188827
1994-09-01 93.9104847775045
1994-10-01 90.8027402048751
1994-11-01 91.0544872647607
1994-12-01 91.3820724627493
1995-01-01 91.7996123421499
1995-02-01 92.0438419565027
1995-03-01 92.2022646967556
1995-04-01 92.3773401349637
1995-05-01 93.4449034977381
1995-06-01 94.0009124602336
1995-07-01 93.5941603284517
1995-08-01 93.7651584975401
1995-09-01 94.2522794744325
1995-10-01 94.1212360187031
1995-11-01 94.6940976596204
1995-12-01 95.3584204072657
1996-01-01 95.5038702430480
1996-02-01 96.7349135452682
1996-03-01 97.4885873645341
1996-04-01 97.3785201508958
1996-05-01 97.9897871113882
1996-06-01 98.9236899482067
1996-07-01 99.9039966574839
1996-08-01 100.1794997243350
1996-09-01 100.7251374199970
1996-10-01 101.1694461719640
1996-11-01 102.5343205228110
1996-12-01 103.2666360300630
1997-01-01 102.7375419205780
1997-02-01 103.5441654668280
1997-03-01 105.2718943529250
1997-04-01 105.2685411093300
1997-05-01 105.7509680718350
1997-06-01 106.1003742635190
1997-07-01 105.9794182127670
1997-08-01 107.6980216795530
1997-09-01 109.4349214676400
1997-10-01 108.8908615865210
1997-11-01 109.7920486429970
1997-12-01 110.7683710741750
1998-01-01 112.4533897825940
1998-02-01 113.3153742546260
1998-03-01 113.3752970761730
1998-04-01 115.3105032301200
1998-05-01 116.4874063134660
1998-06-01 117.7833030918200
1998-07-01 120.1874289259860
1998-08-01 119.7952263364580
1998-09-01 120.1300233453410
1998-10-01 117.6765668037570
1998-11-01 118.4825124283350
1998-12-01 118.5804714506000
1999-01-01 120.5140246914200
1999-02-01 122.4122163764100
1999-03-01 122.7328718661890
1999-04-01 123.1405289784510
1999-05-01 123.0813893669730
1999-06-01 124.1184466720020
1999-07-01 124.9874677553160
1999-08-01 125.8073082752440
1999-09-01 127.1822929084860
1999-10-01 127.7892445034460
1999-11-01 128.7520872783240
1999-12-01 129.5263720286780
2000-01-01 130.0339828881170
2000-02-01 129.7489399501980
2000-03-01 131.2977638904430
2000-04-01 134.5084314039290
2000-05-01 133.9342357596080
2000-06-01 134.1173602758000
2000-07-01 135.3981746808430
2000-08-01 135.0549842179360
2000-09-01 135.0605744112400
2000-10-01 135.9662111461600
2000-11-01 135.5465313309290
2000-12-01 135.2983585765380
2001-01-01 135.7689191443660
2001-02-01 134.5974816229200
2001-03-01 134.9033576985480
2001-04-01 132.4853522314540
2001-05-01 131.5414780968000
2001-06-01 130.3250279574280
2001-07-01 128.9852863002800
2001-08-01 127.7456032077940
2001-09-01 126.6857970621370
2001-10-01 126.8712605150130
2001-11-01 125.6198912025600
2001-12-01 126.1884222877730
2002-01-01 125.2913311681020
2002-02-01 126.3544767969620
2002-03-01 126.1900522784000
2002-04-01 126.1357806658650
2002-05-01 126.5285332147080
2002-06-01 127.1664697393140
2002-07-01 126.3189850524240
2002-08-01 127.3049898885870
2002-09-01 127.2928276827610
2002-10-01 125.7185104716540
2002-11-01 125.6697588287900
2002-12-01 125.4524086896770
2003-01-01 127.3208522492140
2003-02-01 125.5993121010450
2003-03-01 126.4510687260440
2003-04-01 127.0273121389700
2003-05-01 127.2633160684250
2003-06-01 126.8987740417270
2003-07-01 126.4457256145790
2003-08-01 127.1774035845470
2003-09-01 127.3502390185190
2003-10-01 126.2169106120880
2003-11-01 126.9251693684360
2003-12-01 127.2873640235450
2004-01-01 126.1284478585170
2004-02-01 126.9243900803970
2004-03-01 127.8879913569210
2004-04-01 124.4870934407090
2004-05-01 123.9365827587170
2004-06-01 125.7876387106850
2004-07-01 126.7492865634700
2004-08-01 126.9245688888120
2004-09-01 126.1885506795800
2004-10-01 128.4122718093590
2004-11-01 128.9176105648670
2004-12-01 128.5357883934900
2005-01-01 129.8799642995690
2005-02-01 129.3127884461810
2005-03-01 129.3470540809800
2005-04-01 130.9965682979150
2005-05-01 131.0836271629250
2005-06-01 130.7245259704380
2005-07-01 132.9133633645040
2005-08-01 132.7301667200830
2005-09-01 134.3220578571180
2005-10-01 135.3714411512870
2005-11-01 135.5557496716440
2005-12-01 135.8039785193850
2006-01-01 136.8172692488760
2006-02-01 137.2394869648980
2006-03-01 137.8403066164840
2006-04-01 138.9952255443780
2006-05-01 140.1089498685960
2006-06-01 141.0018701557930
2006-07-01 142.7125905159290
2006-08-01 143.4841833720040
2006-09-01 144.4403524121880
2006-10-01 144.9854910435000
2006-11-01 146.0319970800180
2006-12-01 145.7231556201050
2007-01-01 146.0888546526990
2007-02-01 147.0718454736650
2007-03-01 148.9019748699190
2007-04-01 149.7665890666320
2007-05-01 151.0119058712010
2007-06-01 152.1562769308120
2007-07-01 151.6092469016750
2007-08-01 152.5671310886820
2007-09-01 152.7699761999200
2007-10-01 153.7926207513190
2007-11-01 154.0497887842650
2007-12-01 155.1787844314780
2008-01-01 154.4940321778610
2008-02-01 156.0218075838030
2008-03-01 155.8426623825540
2008-04-01 154.3113035643070
2008-05-01 155.4014487007910
2008-06-01 155.7952171190390
2008-07-01 154.0387751393350
2008-08-01 153.8878510906870
2008-09-01 152.8635038638900
2008-10-01 150.4918610987110
2008-11-01 148.0069598338040
2008-12-01 147.5493947392190
2009-01-01 146.2813198193540
2009-02-01 145.0554058263380
2009-03-01 142.7983901018290
2009-04-01 140.6262079147150
2009-05-01 139.6819103677620
2009-06-01 138.9072588306520
2009-07-01 139.4894620742460
2009-08-01 139.1261168428660
2009-09-01 139.6911966683280
2009-10-01 140.4203945882370
2009-11-01 141.7162531276930
2009-12-01 143.0947416357720
2010-01-01 143.7270754277830
2010-02-01 143.6551895633090
2010-03-01 145.0864469546060
2010-04-01 146.3150005925650
2010-05-01 147.1235674885070
2010-06-01 147.9665492827820
2010-07-01 149.1447285755480
2010-08-01 150.1314197131510
2010-09-01 150.7082271723220
2010-10-01 152.2285872580620
2010-11-01 153.0965995186030
2010-12-01 154.2663216595040
2011-01-01 154.5766284160230
2011-02-01 157.8861225437340
2011-03-01 157.6680971326460
2011-04-01 158.3943122664500
2011-05-01 157.9124377230530
2011-06-01 158.8030533884600
2011-07-01 158.6463719726340
2011-08-01 159.0785941936810
2011-09-01 160.8946275162680
2011-10-01 158.8936556709550
2011-11-01 160.2777794325310
2011-12-01 160.6894019779770
2012-01-01 161.8195982195540
2012-02-01 162.1455214858120
2012-03-01 163.0310571594490
2012-04-01 162.8610890910880
2012-05-01 164.1498695026020
2012-06-01 165.1889387462930
2012-07-01 161.8324917998650
2012-08-01 162.7458255054550
2012-09-01 163.2201023677550
2012-10-01 163.8076486834730
2012-11-01 163.4549755878970
2012-12-01 163.7601443241350
2013-01-01 162.8846963621530
2013-02-01 163.7922235988970
2013-03-01 163.8738977672870
2013-04-01 164.9484460335730
2013-05-01 165.7237798843400
2013-06-01 166.7136821952740
2013-07-01 167.7447097474430
2013-08-01 169.4117697324440
2013-09-01 170.0122144267920
2013-10-01 171.3466811944620
2013-11-01 172.8894712007760
2013-12-01 173.0270674014790
2014-01-01 175.8768426866120
2014-02-01 175.0891428208390
2014-03-01 177.0247357697610
2014-04-01 178.7135875056680
2014-05-01 179.6772066207030
2014-06-01 180.7540229735280
2014-07-01 181.2794591608690
2014-08-01 181.9322149245860
2014-09-01 182.5771846665060
2014-10-01 183.2032321190650
2014-11-01 183.3128625358030
2014-12-01 185.7392591692520
2015-01-01 186.1891888251220
2015-02-01 187.4548862481940
2015-03-01 186.9199757129720
2015-04-01 185.6787790532210
2015-05-01 187.7452381098250
2015-06-01 188.2570511699600
2015-07-01 189.1096740324040
2015-08-01 189.8566673465340
2015-09-01 191.5596080513080
2015-10-01 192.1361768978010
2015-11-01 193.3928990051470
2015-12-01 194.6953943702000
2016-01-01 194.1327809714890
2016-02-01 193.6770001277820
2016-03-01 195.6188728807100
2016-04-01 197.6019365255520
2016-05-01 197.7313978444210
2016-06-01 198.4636677544710
2016-07-01 199.9907467517620
2016-08-01 200.0148613887940
2016-09-01 201.1388043232030
2016-10-01 200.8202967524130
2016-11-01 201.3129284682870
2016-12-01 201.7360203501070
2017-01-01 202.9316636831250
2017-02-01 203.5586687231990
2017-03-01 205.8133456436910
2017-04-01 204.2758676935240
2017-05-01 204.9218432560520
2017-06-01 204.8972437681800
2017-07-01 204.6004729021900
2017-08-01 204.6158230897710
2017-09-01 203.4402725778820
2017-10-01 203.8099438673190
2017-11-01 204.8700484096680
2017-12-01 204.6790354354900
2018-01-01 205.0746896919160
2018-02-01 204.9370349100710
2018-03-01 205.4252087904850
2018-04-01 205.4839873260730
2018-05-01 205.9408688424310
2018-06-01 206.8491843633840
2018-07-01 207.3575519100590
2018-08-01 209.2068692365380
2018-09-01 209.3063207418600
2018-10-01 210.1507213517330
2018-11-01 209.2597634401890
2018-12-01 210.0277227299510
2019-01-01 210.4774803412590
2019-02-01 211.5786624346800
2019-03-01 212.6583807359190
2019-04-01 212.4651443574980
2019-05-01 212.6207950926080
2019-06-01 213.6028877028080
2019-07-01 213.8074988746250
2019-08-01 214.7462907617980
2019-09-01 214.5330846636450
2019-10-01 214.1301276763650
2019-11-01 215.1150939953430
2019-12-01 215.6741460897350
2020-01-01 217.1354863532310
2020-02-01 217.4670676555360
2020-03-01 216.8207366812240
2020-04-01 197.9855793841180
2020-05-01 199.5825691041630
2020-06-01 201.8052074702210
2020-07-01 203.8168415601050
2020-08-01 205.0500831956420
2020-09-01 206.3898927883550
2020-10-01 211.1687750229740
2020-11-01 212.8478901395230
2020-12-01 215.3941469120570
2021-01-01 212.5377473093370
2021-02-01 212.9836867311960
2021-03-01 214.1540960523920
2021-04-01 215.2144448465060
2021-05-01 215.5663628451000
2021-06-01 214.3389947409960
2021-07-01 217.2939066277210
2021-08-01 218.0432959948640
2021-09-01 216.6284209150230
2021-10-01 221.0925952728820
2021-11-01 222.7708852148500
2021-12-01 224.3470079574190
2022-01-01 225.6503182408610
2022-02-01 227.3364908260380
2022-03-01 227.6724282359190
2022-04-01 228.9848317466230
2022-05-01 229.8424406298620
2022-06-01 229.1918172366300
2022-07-01 227.9400730702010
2022-08-01 229.2212538981590
2022-09-01 229.9106245963400
2022-10-01 228.5369880688620
2022-11-01 228.5596724917210
2022-12-01 229.0399023300130
2023-01-01 231.5902519300880
2023-02-01 231.8694091228690
2023-03-01 232.5289915572400
2023-04-01 231.2937050046240
2023-05-01 230.9220984204360
2023-06-01 230.2006183894250
2023-07-01 229.9613059117850
2023-08-01 229.3509038476080
2023-09-01 228.3935152897280
2023-10-01 226.5077734918550
2023-11-01 226.1326579554050
2023-12-01 226.7819356819770
2024-01-01 223.7896170362830
2024-02-01 222.8404685992410
2024-03-01 222.3038046539170
2024-04-01 222.2282564302590
2024-05-01 221.1583184168580
2024-06-01 220.4039943651600
2024-07-01 219.5516408467970
2024-08-01 219.8593024945110
2024-09-01 219.5665214580730
2024-10-01 220.1910494609520
2024-11-01 219.4210053006230
2024-12-01 219.1174250889680
2025-01-01 219.2631842380070
2025-02-01 218.7717962075260
2025-03-01 218.3783265505890
2025-04-01 218.7190100387190
2025-05-01 219.6932104482670
2025-06-01 220.4937026322050
2025-07-01 221.1176291397590
2025-08-01 220.8647439988860
2025-09-01 220.1819390504480
2025-10-01 220.9800555645220
2025-11-01 221.9426177702820
2025-12-01 222.7554742713340
2026-01-01 223.4858251118840

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