Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006054000001SA |
| 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 2024-11-01 |
| Last Updated | 2024-12-21 6:42 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 | 89.88927223663270 |
| 1990-02-01 | 90.48191275375900 |
| 1990-03-01 | 90.49560631985740 |
| 1990-04-01 | 90.82738654887980 |
| 1990-05-01 | 91.23144687283550 |
| 1990-06-01 | 92.30474155622400 |
| 1990-07-01 | 92.57997794140542 |
| 1990-08-01 | 93.08378356888100 |
| 1990-09-01 | 93.25381099823030 |
| 1990-10-01 | 93.14399485091890 |
| 1990-11-01 | 93.39649757074751 |
| 1990-12-01 | 93.33532473821140 |
| 1991-01-01 | 92.47643378737520 |
| 1991-02-01 | 92.72091472035240 |
| 1991-03-01 | 92.41870724762270 |
| 1991-04-01 | 91.19362620097701 |
| 1991-05-01 | 91.77572502559809 |
| 1991-06-01 | 92.40765321316680 |
| 1991-07-01 | 92.41243648986521 |
| 1991-08-01 | 92.68646630009470 |
| 1991-09-01 | 92.49359725381771 |
| 1991-10-01 | 92.77150553144060 |
| 1991-11-01 | 92.71704358773750 |
| 1991-12-01 | 92.63592041659460 |
| 1992-01-01 | 93.13980186100130 |
| 1992-02-01 | 93.11721693482521 |
| 1992-03-01 | 93.42774568234080 |
| 1992-04-01 | 93.53441966872141 |
| 1992-05-01 | 93.38824622461270 |
| 1992-06-01 | 93.01699394234942 |
| 1992-07-01 | 93.57215244075340 |
| 1992-08-01 | 93.08307638302050 |
| 1992-09-01 | 93.14103499902320 |
| 1992-10-01 | 94.91033740064209 |
| 1992-11-01 | 94.62202175259470 |
| 1992-12-01 | 94.61851440388821 |
| 1993-01-01 | 96.73509475661880 |
| 1993-02-01 | 97.12878419113409 |
| 1993-03-01 | 96.75406770624470 |
| 1993-04-01 | 98.50911505668750 |
| 1993-05-01 | 99.57340827874759 |
| 1993-06-01 | 99.41356901830010 |
| 1993-07-01 | 99.86015876631730 |
| 1993-08-01 | 100.32691381988000 |
| 1993-09-01 | 101.98157545781500 |
| 1993-10-01 | 101.57268492816100 |
| 1993-11-01 | 101.40253653574499 |
| 1993-12-01 | 101.32590521869500 |
| 1994-01-01 | 101.44469511363800 |
| 1994-02-01 | 101.24685946049601 |
| 1994-03-01 | 101.46068928891100 |
| 1994-04-01 | 102.84573355843901 |
| 1994-05-01 | 102.64070246830600 |
| 1994-06-01 | 103.38607285211000 |
| 1994-07-01 | 106.31094702428400 |
| 1994-08-01 | 106.65917001526800 |
| 1994-09-01 | 107.13901709255200 |
| 1994-10-01 | 106.73512491897600 |
| 1994-11-01 | 107.18167690746100 |
| 1994-12-01 | 106.88130913667500 |
| 1995-01-01 | 108.40110555181700 |
| 1995-02-01 | 110.44313587646700 |
| 1995-03-01 | 109.67367520167700 |
| 1995-04-01 | 108.51065645102400 |
| 1995-05-01 | 109.58694593406500 |
| 1995-06-01 | 110.52686323685500 |
| 1995-07-01 | 111.13193092604000 |
| 1995-08-01 | 112.35288064979200 |
| 1995-09-01 | 112.66602421238800 |
| 1995-10-01 | 113.51512444265200 |
| 1995-11-01 | 114.91681970175199 |
| 1995-12-01 | 115.38977750595600 |
| 1996-01-01 | 115.93271550857400 |
| 1996-02-01 | 117.49106158893700 |
| 1996-03-01 | 118.44018009270799 |
| 1996-04-01 | 120.78251181075599 |
| 1996-05-01 | 121.76209145753499 |
| 1996-06-01 | 121.97534230164100 |
| 1996-07-01 | 122.23995242427700 |
| 1996-08-01 | 122.98849105160500 |
| 1996-09-01 | 124.23855538843500 |
| 1996-10-01 | 126.26718788925699 |
| 1996-11-01 | 127.69862515816601 |
| 1996-12-01 | 128.66463443270100 |
| 1997-01-01 | 129.57553546486500 |
| 1997-02-01 | 130.20538952773100 |
| 1997-03-01 | 131.82797458378200 |
| 1997-04-01 | 132.64985021632100 |
| 1997-05-01 | 134.29506258700400 |
| 1997-06-01 | 136.66171763814302 |
| 1997-07-01 | 135.75641204622102 |
| 1997-08-01 | 137.32423097282700 |
| 1997-09-01 | 138.96274836077800 |
| 1997-10-01 | 139.40837599007000 |
| 1997-11-01 | 140.37772106980600 |
| 1997-12-01 | 141.52930395657302 |
| 1998-01-01 | 141.38198409553700 |
| 1998-02-01 | 142.02899124441100 |
| 1998-03-01 | 142.56431639091200 |
| 1998-04-01 | 141.87217601334900 |
| 1998-05-01 | 143.27602213615600 |
| 1998-06-01 | 144.19370957182500 |
| 1998-07-01 | 145.35481039628500 |
| 1998-08-01 | 146.12926866201600 |
| 1998-09-01 | 147.46600718833100 |
| 1998-10-01 | 147.05619863698700 |
| 1998-11-01 | 147.28816196118900 |
| 1998-12-01 | 148.69305067599800 |
| 1999-01-01 | 151.10881366339900 |
| 1999-02-01 | 152.26248851066998 |
| 1999-03-01 | 153.46997105873800 |
| 1999-04-01 | 151.27541317517400 |
| 1999-05-01 | 151.55655323370100 |
| 1999-06-01 | 152.56943572654302 |
| 1999-07-01 | 155.23137338736500 |
| 1999-08-01 | 155.79069306270700 |
| 1999-09-01 | 156.52426427825398 |
| 1999-10-01 | 157.87556627902800 |
| 1999-11-01 | 158.30954813771900 |
| 1999-12-01 | 159.24421605344400 |
| 2000-01-01 | 158.48492502665100 |
| 2000-02-01 | 159.47320308042998 |
| 2000-03-01 | 160.51627810404000 |
| 2000-04-01 | 162.27893441297900 |
| 2000-05-01 | 164.05049340309800 |
| 2000-06-01 | 167.42607339377898 |
| 2000-07-01 | 167.53640583376700 |
| 2000-08-01 | 168.52518950854000 |
| 2000-09-01 | 169.98568787293000 |
| 2000-10-01 | 170.61397803623600 |
| 2000-11-01 | 171.38534063857000 |
| 2000-12-01 | 171.79363631364998 |
| 2001-01-01 | 172.55661970104600 |
| 2001-02-01 | 173.30949532352700 |
| 2001-03-01 | 173.04919583326500 |
| 2001-04-01 | 171.40549516577200 |
| 2001-05-01 | 170.25030821044200 |
| 2001-06-01 | 169.76224016704800 |
| 2001-07-01 | 167.76774762368500 |
| 2001-08-01 | 166.81019141573000 |
| 2001-09-01 | 165.01913683615400 |
| 2001-10-01 | 163.52288897717400 |
| 2001-11-01 | 162.33861761631098 |
| 2001-12-01 | 160.18566742075000 |
| 2002-01-01 | 160.74070998717600 |
| 2002-02-01 | 159.48421811361200 |
| 2002-03-01 | 158.71327334908898 |
| 2002-04-01 | 156.90512488101800 |
| 2002-05-01 | 157.48599311235000 |
| 2002-06-01 | 156.49332195456200 |
| 2002-07-01 | 156.49599524486200 |
| 2002-08-01 | 155.91325460775500 |
| 2002-09-01 | 155.83832159476000 |
| 2002-10-01 | 154.51327469501400 |
| 2002-11-01 | 154.18061715095200 |
| 2002-12-01 | 153.27413121607500 |
| 2003-01-01 | 153.76245498955998 |
| 2003-02-01 | 153.15883360365300 |
| 2003-03-01 | 152.57642709240298 |
| 2003-04-01 | 153.22553482626802 |
| 2003-05-01 | 153.18388484846100 |
| 2003-06-01 | 152.74280746275800 |
| 2003-07-01 | 152.28337435924800 |
| 2003-08-01 | 152.87553916997300 |
| 2003-09-01 | 152.99308394241400 |
| 2003-10-01 | 153.97537246854300 |
| 2003-11-01 | 154.91020432786400 |
| 2003-12-01 | 155.97167729990800 |
| 2004-01-01 | 156.35450089938800 |
| 2004-02-01 | 156.83260676993402 |
| 2004-03-01 | 157.37662327357400 |
| 2004-04-01 | 158.09898005221500 |
| 2004-05-01 | 158.08448514465300 |
| 2004-06-01 | 158.61184807713698 |
| 2004-07-01 | 159.39357258526100 |
| 2004-08-01 | 159.63705855930098 |
| 2004-09-01 | 159.81022854977400 |
| 2004-10-01 | 162.00420464763300 |
| 2004-11-01 | 162.61856428434300 |
| 2004-12-01 | 163.44496942775600 |
| 2005-01-01 | 165.67429158278298 |
| 2005-02-01 | 165.98396933289600 |
| 2005-03-01 | 166.40459232718598 |
| 2005-04-01 | 167.46837285540500 |
| 2005-05-01 | 167.10079328871200 |
| 2005-06-01 | 167.93786545468200 |
| 2005-07-01 | 169.01608153641200 |
| 2005-08-01 | 168.70168705019100 |
| 2005-09-01 | 169.62286221384701 |
| 2005-10-01 | 171.26706476171302 |
| 2005-11-01 | 172.77087701147100 |
| 2005-12-01 | 172.98737486904900 |
| 2006-01-01 | 171.36994067031400 |
| 2006-02-01 | 171.67184398379900 |
| 2006-03-01 | 173.38481458934700 |
| 2006-04-01 | 173.84074485290500 |
| 2006-05-01 | 175.67731698007302 |
| 2006-06-01 | 176.95961031711900 |
| 2006-07-01 | 177.78967986804000 |
| 2006-08-01 | 179.70183342690200 |
| 2006-09-01 | 180.89455455084203 |
| 2006-10-01 | 181.08492565946800 |
| 2006-11-01 | 182.49359015198002 |
| 2006-12-01 | 183.47467508682098 |
| 2007-01-01 | 183.64560252925300 |
| 2007-02-01 | 185.35540954471900 |
| 2007-03-01 | 186.00923425946200 |
| 2007-04-01 | 187.04519558527600 |
| 2007-05-01 | 187.97131673504398 |
| 2007-06-01 | 189.24662331272302 |
| 2007-07-01 | 190.46771007476002 |
| 2007-08-01 | 191.88277939398603 |
| 2007-09-01 | 192.23868983350700 |
| 2007-10-01 | 193.23291171028703 |
| 2007-11-01 | 194.19718655605598 |
| 2007-12-01 | 195.37433340761600 |
| 2008-01-01 | 196.55832392537000 |
| 2008-02-01 | 197.54820075784600 |
| 2008-03-01 | 197.15360219644100 |
| 2008-04-01 | 198.55854848044100 |
| 2008-05-01 | 198.98807738143900 |
| 2008-06-01 | 198.78586002338199 |
| 2008-07-01 | 199.01882480233800 |
| 2008-08-01 | 198.47832182364700 |
| 2008-09-01 | 197.84684215872397 |
| 2008-10-01 | 197.92170790827900 |
| 2008-11-01 | 196.11228598241797 |
| 2008-12-01 | 195.18014777262002 |
| 2009-01-01 | 194.47495547881402 |
| 2009-02-01 | 193.07605400511200 |
| 2009-03-01 | 191.50485699597400 |
| 2009-04-01 | 190.78426650699300 |
| 2009-05-01 | 190.39862506037500 |
| 2009-06-01 | 189.68233372052100 |
| 2009-07-01 | 188.68735342204800 |
| 2009-08-01 | 188.07685147737800 |
| 2009-09-01 | 188.33477133479300 |
| 2009-10-01 | 188.46470278186902 |
| 2009-11-01 | 189.57503840515201 |
| 2009-12-01 | 189.13334040541700 |
| 2010-01-01 | 189.07496453371700 |
| 2010-02-01 | 189.38504886081600 |
| 2010-03-01 | 189.76920254864100 |
| 2010-04-01 | 189.77907540176800 |
| 2010-05-01 | 190.00757108270400 |
| 2010-06-01 | 190.41136314865398 |
| 2010-07-01 | 190.80164944851600 |
| 2010-08-01 | 191.25365985067600 |
| 2010-09-01 | 192.05674806276198 |
| 2010-10-01 | 192.02719749695999 |
| 2010-11-01 | 192.65617409265400 |
| 2010-12-01 | 193.20858420055302 |
| 2011-01-01 | 193.97847109500900 |
| 2011-02-01 | 194.35832775873797 |
| 2011-03-01 | 195.50051822096300 |
| 2011-04-01 | 196.35362694448898 |
| 2011-05-01 | 196.16078780873900 |
| 2011-06-01 | 196.54701032362000 |
| 2011-07-01 | 197.64250350712500 |
| 2011-08-01 | 197.88588119561200 |
| 2011-09-01 | 199.62183877382600 |
| 2011-10-01 | 198.86680117783200 |
| 2011-11-01 | 199.82526845373200 |
| 2011-12-01 | 201.19271677564998 |
| 2012-01-01 | 200.98637291925098 |
| 2012-02-01 | 203.38603423458300 |
| 2012-03-01 | 204.47921429284600 |
| 2012-04-01 | 205.10044425732500 |
| 2012-05-01 | 206.58806931139400 |
| 2012-06-01 | 207.20168757022000 |
| 2012-07-01 | 207.81307501507197 |
| 2012-08-01 | 209.08988548673300 |
| 2012-09-01 | 208.84722192658000 |
| 2012-10-01 | 210.17794594824600 |
| 2012-11-01 | 210.50400297428300 |
| 2012-12-01 | 210.30435184619301 |
| 2013-01-01 | 210.09839771906300 |
| 2013-02-01 | 210.05226524841700 |
| 2013-03-01 | 210.17333378809800 |
| 2013-04-01 | 211.64528953499200 |
| 2013-05-01 | 211.38207529570900 |
| 2013-06-01 | 212.24678289712898 |
| 2013-07-01 | 212.02820313533297 |
| 2013-08-01 | 212.66382252929800 |
| 2013-09-01 | 213.19935205999099 |
| 2013-10-01 | 214.43900925548303 |
| 2013-11-01 | 215.60826613183700 |
| 2013-12-01 | 216.04737343350200 |
| 2014-01-01 | 217.41572828524000 |
| 2014-02-01 | 218.38386970304200 |
| 2014-03-01 | 219.81977823993600 |
| 2014-04-01 | 221.23505029104598 |
| 2014-05-01 | 222.33828749647100 |
| 2014-06-01 | 223.31851601188598 |
| 2014-07-01 | 224.44106737489000 |
| 2014-08-01 | 225.77869937342800 |
| 2014-09-01 | 227.04449932074502 |
| 2014-10-01 | 228.01064274218300 |
| 2014-11-01 | 229.00203199695200 |
| 2014-12-01 | 229.80771785667500 |
| 2015-01-01 | 232.66414198853198 |
| 2015-02-01 | 233.89065882503000 |
| 2015-03-01 | 234.78966736910300 |
| 2015-04-01 | 236.08466778393900 |
| 2015-05-01 | 236.83782242292000 |
| 2015-06-01 | 238.05770436921900 |
| 2015-07-01 | 239.75853098990300 |
| 2015-08-01 | 240.36074875274200 |
| 2015-09-01 | 241.24011467093200 |
| 2015-10-01 | 242.01987177100202 |
| 2015-11-01 | 242.81389796731100 |
| 2015-12-01 | 243.48958069048100 |
| 2016-01-01 | 247.65673643434700 |
| 2016-02-01 | 248.38201096089801 |
| 2016-03-01 | 249.55325795692200 |
| 2016-04-01 | 249.53130546420800 |
| 2016-05-01 | 250.67431517282900 |
| 2016-06-01 | 251.66706584692600 |
| 2016-07-01 | 252.62662712738998 |
| 2016-08-01 | 253.11009530874100 |
| 2016-09-01 | 254.26376435126100 |
| 2016-10-01 | 253.95527128316800 |
| 2016-11-01 | 254.03822125543300 |
| 2016-12-01 | 254.42122593982398 |
| 2017-01-01 | 255.09284117005300 |
| 2017-02-01 | 255.74076531804600 |
| 2017-03-01 | 256.61824895157800 |
| 2017-04-01 | 257.01306547752200 |
| 2017-05-01 | 258.02432792155400 |
| 2017-06-01 | 258.61194009876704 |
| 2017-07-01 | 258.52157073716300 |
| 2017-08-01 | 259.22303753188500 |
| 2017-09-01 | 260.18043997097500 |
| 2017-10-01 | 261.79781477211600 |
| 2017-11-01 | 262.82582726538100 |
| 2017-12-01 | 262.60577102015300 |
| 2018-01-01 | 263.00429414533903 |
| 2018-02-01 | 264.08430085982700 |
| 2018-03-01 | 265.60853723866000 |
| 2018-04-01 | 265.91031377408500 |
| 2018-05-01 | 268.58479161831700 |
| 2018-06-01 | 270.40964738365500 |
| 2018-07-01 | 271.47768095022800 |
| 2018-08-01 | 273.24219584262200 |
| 2018-09-01 | 274.03422257183300 |
| 2018-10-01 | 275.16177036035300 |
| 2018-11-01 | 276.92088129592800 |
| 2018-12-01 | 278.14656022425100 |
| 2019-01-01 | 278.50238657430900 |
| 2019-02-01 | 279.81129191543000 |
| 2019-03-01 | 281.21647719131500 |
| 2019-04-01 | 282.64205314118900 |
| 2019-05-01 | 284.07530910030897 |
| 2019-06-01 | 286.00986680627100 |
| 2019-07-01 | 288.07495470840400 |
| 2019-08-01 | 289.98920642682600 |
| 2019-09-01 | 291.01846968700400 |
| 2019-10-01 | 293.44459337671503 |
| 2019-11-01 | 294.75339040323800 |
| 2019-12-01 | 294.76500740220000 |
| 2020-01-01 | 298.02006176937100 |
| 2020-02-01 | 299.29060191463400 |
| 2020-03-01 | 299.45931117712600 |
| 2020-04-01 | 288.25852497255300 |
| 2020-05-01 | 289.10206249567000 |
| 2020-06-01 | 289.11558836070400 |
| 2020-07-01 | 289.70058662657900 |
| 2020-08-01 | 290.26279231233800 |
| 2020-09-01 | 292.19661429285600 |
| 2020-10-01 | 292.54541804969400 |
| 2020-11-01 | 294.54468045276600 |
| 2020-12-01 | 297.25012770260800 |
| 2021-01-01 | 300.51699591476800 |
| 2021-02-01 | 302.74971692398200 |
| 2021-03-01 | 306.61573280858600 |
| 2021-04-01 | 310.54029945198700 |
| 2021-05-01 | 313.82854726129600 |
| 2021-06-01 | 317.65401214671300 |
| 2021-07-01 | 321.45704157394700 |
| 2021-08-01 | 324.45750581891497 |
| 2021-09-01 | 328.94555824595700 |
| 2021-10-01 | 333.41043145681400 |
| 2021-11-01 | 337.10438569609500 |
| 2021-12-01 | 340.46515297112100 |
| 2022-01-01 | 343.03855955823600 |
| 2022-02-01 | 347.53511880841400 |
| 2022-03-01 | 351.43399806310697 |
| 2022-04-01 | 356.81342375681000 |
| 2022-05-01 | 361.10152408728800 |
| 2022-06-01 | 362.91217277081200 |
| 2022-07-01 | 371.17065184807900 |
| 2022-08-01 | 374.66389487731700 |
| 2022-09-01 | 376.03620848356104 |
| 2022-10-01 | 379.37592166310895 |
| 2022-11-01 | 380.67876978189400 |
| 2022-12-01 | 378.76468479569500 |
| 2023-01-01 | 385.11952906866700 |
| 2023-02-01 | 385.96919191564200 |
| 2023-03-01 | 386.55333636847604 |
| 2023-04-01 | 387.54200852449304 |
| 2023-05-01 | 389.23375317516997 |
| 2023-06-01 | 388.02416038239000 |
| 2023-07-01 | 388.46039136100900 |
| 2023-08-01 | 388.83198312338095 |
| 2023-09-01 | 387.74066187641296 |
| 2023-10-01 | 386.82353307452905 |
| 2023-11-01 | 388.38603848630800 |
| 2023-12-01 | 387.36748482474700 |
| 2024-01-01 | 383.77332660108100 |
| 2024-02-01 | 387.07003409170300 |
| 2024-03-01 | 385.92202036568904 |
| 2024-04-01 | 382.73857032245496 |
| 2024-05-01 | 383.45313164630600 |
| 2024-06-01 | 387.31229111379600 |
| 2024-07-01 | 381.54199508618103 |
| 2024-08-01 | 384.61512601243300 |
| 2024-09-01 | 389.96042474788004 |
| 2024-10-01 | 388.72049731164100 |
| 2024-11-01 | 387.97085147477600 |
