Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Fort Worth-Arlington, TX (MD)

Title All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Fort Worth-Arlington, TX (MD)
Series ID SMU48231046054000001SA
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 2024-10-01
Last Updated 2024-11-20 6:22 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 21.106303125232000
1990-02-01 21.313224636118502
1990-03-01 21.398782056833998
1990-04-01 21.321773735237100
1990-05-01 21.523547090432500
1990-06-01 21.693743044296700
1990-07-01 21.658790312007800
1990-08-01 21.685151259846300
1990-09-01 21.606879683620100
1990-10-01 21.675365757673802
1990-11-01 21.709343354037298
1990-12-01 21.721258447049800
1991-01-01 21.900598717127900
1991-02-01 22.018448996402000
1991-03-01 21.685888426291104
1991-04-01 21.217533531465100
1991-05-01 21.410069945235500
1991-06-01 21.501745417585200
1991-07-01 21.452718062279400
1991-08-01 21.493790814668497
1991-09-01 21.489403404633798
1991-10-01 21.798469010755000
1991-11-01 21.822894608947397
1991-12-01 21.725610512746200
1992-01-01 21.394173635304200
1992-02-01 21.243522190950600
1992-03-01 21.460243529941398
1992-04-01 21.700516648364300
1992-05-01 21.693364460933598
1992-06-01 21.726325508449502
1992-07-01 21.840594551258500
1992-08-01 21.907799106302600
1992-09-01 21.858734689428200
1992-10-01 21.937994609334698
1992-11-01 21.948172386044398
1992-12-01 22.128287625615698
1993-01-01 22.495805750647200
1993-02-01 22.534437102249900
1993-03-01 22.606804672497695
1993-04-01 22.867558686570703
1993-05-01 23.183315883690400
1993-06-01 23.071122259835300
1993-07-01 23.041929863087802
1993-08-01 23.132441494413600
1993-09-01 23.218590948337603
1993-10-01 23.087946071865602
1993-11-01 23.189596482890700
1993-12-01 23.024666616894102
1994-01-01 22.678366782060500
1994-02-01 22.729252350724803
1994-03-01 22.944336562301500
1994-04-01 23.255778529835400
1994-05-01 22.865051692047700
1994-06-01 22.931721787363700
1994-07-01 23.068109295369897
1994-08-01 22.957392036697100
1994-09-01 23.063319087279100
1994-10-01 23.127533889086400
1994-11-01 23.204743005062898
1994-12-01 22.992038404825603
1995-01-01 23.357026834125400
1995-02-01 23.612569950480900
1995-03-01 23.680349681364998
1995-04-01 23.551203326301300
1995-05-01 23.676140207139397
1995-06-01 23.696239659777998
1995-07-01 23.820493237231002
1995-08-01 23.686470134987100
1995-09-01 23.630772675110602
1995-10-01 23.435284897810604
1995-11-01 23.413207495862498
1995-12-01 23.439907063524103
1996-01-01 23.620375871296700
1996-02-01 23.803224705686898
1996-03-01 23.836467657476600
1996-04-01 24.051794496780400
1996-05-01 24.004264003000003
1996-06-01 23.650158436395900
1996-07-01 23.878305257221104
1996-08-01 24.103284785154198
1996-09-01 24.423848905668603
1996-10-01 24.531996991698400
1996-11-01 24.623730220100800
1996-12-01 24.665433029489100
1997-01-01 24.787512553972000
1997-02-01 24.893574059635700
1997-03-01 25.306597154259400
1997-04-01 25.112762791897303
1997-05-01 25.228279967525395
1997-06-01 25.604228094707200
1997-07-01 26.066433208491897
1997-08-01 26.219933383513798
1997-09-01 26.350323515809897
1997-10-01 26.325801828497802
1997-11-01 26.552859230135500
1997-12-01 26.600317179972500
1998-01-01 26.733003253817600
1998-02-01 26.077482694394103
1998-03-01 25.690955949668197
1998-04-01 25.186838145226100
1998-05-01 25.440228102015000
1998-06-01 25.404195854720697
1998-07-01 25.226649949444198
1998-08-01 25.309009534523600
1998-09-01 25.398618131041500
1998-10-01 25.720258395337800
1998-11-01 25.662660108456100
1998-12-01 25.776827962467700
1999-01-01 25.890290996929604
1999-02-01 25.973212807510700
1999-03-01 26.182013394220300
1999-04-01 26.324291261767200
1999-05-01 26.437765024597700
1999-06-01 26.697342375873500
1999-07-01 27.314066019851500
1999-08-01 27.214923983018302
1999-09-01 27.385675476220400
1999-10-01 27.450936813509898
1999-11-01 27.503730994301897
1999-12-01 27.767378774609300
2000-01-01 27.616044216888200
2000-02-01 27.908794430249500
2000-03-01 28.421732006919196
2000-04-01 29.137546026954500
2000-05-01 29.359999822790500
2000-06-01 29.813883639837500
2000-07-01 29.179826846721397
2000-08-01 28.938080900756503
2000-09-01 29.487710302954300
2000-10-01 29.600878553675000
2000-11-01 29.839315409372603
2000-12-01 30.065548415521604
2001-01-01 30.423118716243803
2001-02-01 30.513816296237103
2001-03-01 30.378143847544800
2001-04-01 29.856719124438400
2001-05-01 29.652192552192100
2001-06-01 30.013454723925900
2001-07-01 29.752698719443103
2001-08-01 29.882748393663100
2001-09-01 29.665180221653298
2001-10-01 29.720183293347397
2001-11-01 29.510642023405200
2001-12-01 28.892848621905700
2002-01-01 29.468661158197303
2002-02-01 29.366172958235303
2002-03-01 29.375726042983104
2002-04-01 29.526554587208300
2002-05-01 29.886348111119700
2002-06-01 29.637386001301603
2002-07-01 29.687187150946396
2002-08-01 29.733149001070500
2002-09-01 29.505270213490600
2002-10-01 29.209208799894100
2002-11-01 29.249431076535203
2002-12-01 29.079241827767300
2003-01-01 29.230036662344500
2003-02-01 29.236854791086998
2003-03-01 29.200376651998600
2003-04-01 29.218599415150400
2003-05-01 29.202972081394300
2003-06-01 29.163755648998603
2003-07-01 29.309132036877305
2003-08-01 29.173297010272798
2003-09-01 29.408770606061896
2003-10-01 29.686006600351895
2003-11-01 29.880123414666000
2003-12-01 30.246557417608198
2004-01-01 30.110643678731602
2004-02-01 30.214449549702100
2004-03-01 30.204918208269100
2004-04-01 30.406071083654500
2004-05-01 30.255460338208604
2004-06-01 30.512634987633600
2004-07-01 30.410838201694197
2004-08-01 30.422407356975800
2004-09-01 31.117156479115000
2004-10-01 31.658278715112900
2004-11-01 31.924839305234700
2004-12-01 32.181894836635200
2005-01-01 32.521618347612000
2005-02-01 32.697016252297800
2005-03-01 32.798225312631600
2005-04-01 32.874557973714600
2005-05-01 32.497804114540100
2005-06-01 32.647649348622195
2005-07-01 32.922804931745600
2005-08-01 32.766748546682800
2005-09-01 32.833030252129600
2005-10-01 32.524053296517600
2005-11-01 32.578409730647000
2005-12-01 32.854133705626300
2006-01-01 32.579777803741600
2006-02-01 32.518813053371304
2006-03-01 32.709920018134305
2006-04-01 33.097602311727700
2006-05-01 33.927441970814800
2006-06-01 34.261622339501900
2006-07-01 34.395882653284900
2006-08-01 34.796133794363800
2006-09-01 35.281390991837895
2006-10-01 35.316788585229900
2006-11-01 35.450115457139600
2006-12-01 35.629252332483000
2007-01-01 35.586008622113000
2007-02-01 35.875334787056700
2007-03-01 36.163121423458290
2007-04-01 36.165927812440295
2007-05-01 35.931509892683200
2007-06-01 36.366537901441100
2007-07-01 36.598223130911500
2007-08-01 36.719522056856400
2007-09-01 36.726866982514600
2007-10-01 37.030498090177396
2007-11-01 37.028035423123605
2007-12-01 37.448016419280100
2008-01-01 37.182803389464205
2008-02-01 37.447021532335300
2008-03-01 37.415826577731900
2008-04-01 37.548470880920500
2008-05-01 37.635235302104995
2008-06-01 37.668151848526800
2008-07-01 37.897615345607400
2008-08-01 37.745626262303000
2008-09-01 37.678432136639294
2008-10-01 38.151965244009500
2008-11-01 37.813654934298100
2008-12-01 37.472941588209400
2009-01-01 37.770869845947000
2009-02-01 37.730232061525996
2009-03-01 37.194149614859400
2009-04-01 37.454319565114396
2009-05-01 37.517950943413794
2009-06-01 37.144495256832500
2009-07-01 36.892001993685206
2009-08-01 36.752470324079900
2009-09-01 36.488556598464000
2009-10-01 36.445298518704300
2009-11-01 36.495849225702900
2009-12-01 36.212770143817600
2010-01-01 36.358190797400600
2010-02-01 36.152751679527995
2010-03-01 36.106903928627794
2010-04-01 35.995243426044500
2010-05-01 35.680540754958000
2010-06-01 35.617364813160700
2010-07-01 35.477803938942900
2010-08-01 35.544856508093710
2010-09-01 35.683379696359100
2010-10-01 35.541878878577100
2010-11-01 35.576789925852790
2010-12-01 35.616434354457600
2011-01-01 36.041272722171900
2011-02-01 35.781955934330100
2011-03-01 36.039730658555705
2011-04-01 36.034895959584000
2011-05-01 36.062345772935600
2011-06-01 36.201772824439900
2011-07-01 36.280213295836400
2011-08-01 36.352443964901000
2011-09-01 36.878453218268900
2011-10-01 36.433484015158400
2011-11-01 36.460354382485900
2011-12-01 36.693634000087100
2012-01-01 36.643424903284995
2012-02-01 36.905983447763600
2012-03-01 36.983391950252900
2012-04-01 36.972030389658200
2012-05-01 37.159833221234200
2012-06-01 37.180656093716400
2012-07-01 37.251742277676600
2012-08-01 37.343033691886504
2012-09-01 37.356956335811600
2012-10-01 37.717558946869500
2012-11-01 37.551130808044500
2012-12-01 37.445259918428000
2013-01-01 37.683312421538000
2013-02-01 37.540948608826000
2013-03-01 37.451992266303700
2013-04-01 37.534902944954600
2013-05-01 37.549633629490900
2013-06-01 37.549171699542200
2013-07-01 37.494237754846900
2013-08-01 37.509233291159100
2013-09-01 37.421793150629100
2013-10-01 37.484145625846790
2013-11-01 37.533718833135000
2013-12-01 37.710190424620100
2014-01-01 37.650428029811200
2014-02-01 37.596176365716500
2014-03-01 37.627502561316500
2014-04-01 38.205700472721205
2014-05-01 37.942003309647106
2014-06-01 38.014404307029096
2014-07-01 38.140461829731500
2014-08-01 38.066767602428500
2014-09-01 38.191330568154505
2014-10-01 38.249662737322800
2014-11-01 38.201245041235900
2014-12-01 38.063055770779800
2015-01-01 38.234459829224100
2015-02-01 38.356620831996500
2015-03-01 38.291888931484100
2015-04-01 38.495681106129000
2015-05-01 38.448089693977200
2015-06-01 38.478883497749706
2015-07-01 38.583202637027796
2015-08-01 38.510933881529800
2015-09-01 38.541238173599794
2015-10-01 38.496002807542500
2015-11-01 38.660455385953500
2015-12-01 38.816751283939500
2016-01-01 39.030064651522800
2016-02-01 39.228406574052600
2016-03-01 39.359030396613400
2016-04-01 39.084525033623600
2016-05-01 39.169323111232790
2016-06-01 39.154115827453204
2016-07-01 39.013136784238704
2016-08-01 39.141026299022900
2016-09-01 39.090989593011100
2016-10-01 38.934007829406900
2016-11-01 39.016440691608400
2016-12-01 39.188408879766800
2017-01-01 39.222499059602900
2017-02-01 39.302934917080705
2017-03-01 39.747362238600005
2017-04-01 40.088519823940600
2017-05-01 39.876796719635900
2017-06-01 40.028708173643200
2017-07-01 40.038984967389700
2017-08-01 40.169820393784600
2017-09-01 40.456383899520300
2017-10-01 40.753720317430600
2017-11-01 40.774014889916600
2017-12-01 40.878104747600105
2018-01-01 40.676781180065300
2018-02-01 40.678676642288790
2018-03-01 41.148293534058000
2018-04-01 41.378799936679705
2018-05-01 41.777116812744296
2018-06-01 42.210566022619900
2018-07-01 42.558177641237705
2018-08-01 43.206154991258600
2018-09-01 43.149658657433000
2018-10-01 43.565992154054605
2018-11-01 43.935139425289400
2018-12-01 44.370826012743500
2019-01-01 44.511676544463500
2019-02-01 45.026899059985396
2019-03-01 45.263352797837000
2019-04-01 45.671672431794100
2019-05-01 45.878233768769290
2019-06-01 46.291964098559504
2019-07-01 46.960182009998704
2019-08-01 47.450061918643600
2019-09-01 47.656789338279200
2019-10-01 47.773504073878200
2019-11-01 48.117814338072500
2019-12-01 48.188316831718000
2020-01-01 48.638218814788500
2020-02-01 48.776168950508300
2020-03-01 48.880810644226100
2020-04-01 46.836779627329400
2020-05-01 47.246506294006610
2020-06-01 47.454857335360096
2020-07-01 47.658679901001800
2020-08-01 47.793641002071600
2020-09-01 47.842562353112704
2020-10-01 48.908931687266204
2020-11-01 49.228588692379205
2020-12-01 49.765071608030400
2021-01-01 50.666911435237800
2021-02-01 50.999396932755100
2021-03-01 51.882402413845700
2021-04-01 53.102138803568710
2021-05-01 53.436492905519600
2021-06-01 53.919944302091210
2021-07-01 54.461198997186900
2021-08-01 55.146010982801900
2021-09-01 55.669530157838400
2021-10-01 56.519449410249300
2021-11-01 57.417972957207205
2021-12-01 58.382674270281600
2022-01-01 59.127871475759790
2022-02-01 60.228209258923904
2022-03-01 60.880333427715100
2022-04-01 60.637490783919404
2022-05-01 61.033269844506400
2022-06-01 61.079693050977404
2022-07-01 62.183227334186000
2022-08-01 62.494962183474705
2022-09-01 62.896195658999300
2022-10-01 62.642456345375500
2022-11-01 62.610285794679896
2022-12-01 62.723242731365990
2023-01-01 62.515062221105500
2023-02-01 62.241403405222400
2023-03-01 62.616063230392290
2023-04-01 62.839614670558400
2023-05-01 63.323824839471290
2023-06-01 63.743502973929500
2023-07-01 63.855312037750300
2023-08-01 63.856923805015200
2023-09-01 63.863778974701795
2023-10-01 64.411517415534290
2023-11-01 64.414520697722900
2023-12-01 64.143011271393900
2024-01-01 63.598944089721900
2024-02-01 64.763188596265700
2024-03-01 64.738621813785500
2024-04-01 65.029100916262100
2024-05-01 64.929968075946700
2024-06-01 64.821758701957210
2024-07-01 64.344700317638700
2024-08-01 65.022573657800500
2024-09-01 65.254739077586210
2024-10-01 65.289532381469900

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