NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Dallas-Plano-Irving, TX (MD) Series ID: SMU48191246054130001SA 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 2024-04-01 Last Updated: 2024-05-18 4:32 AM 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU48191246054130001). 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 10.992677025395000 1990-02-01 11.222387946850700 1990-03-01 11.104274539421100 1990-04-01 11.078093529580700 1990-05-01 11.010700993649099 1990-06-01 11.055910088324199 1990-07-01 11.313073778254600 1990-08-01 11.428903630041999 1990-09-01 11.464681171378901 1990-10-01 11.452511687744698 1990-11-01 11.468338900843900 1990-12-01 11.399659032381999 1991-01-01 11.495897806820500 1991-02-01 11.427066136088200 1991-03-01 11.405794505774601 1991-04-01 11.286538428806300 1991-05-01 11.308543302983100 1991-06-01 11.254573517884900 1991-07-01 11.213172724060499 1991-08-01 11.235848408408302 1991-09-01 11.152416201679900 1991-10-01 11.252247512620900 1991-11-01 11.259791096318800 1991-12-01 11.387733865574601 1992-01-01 11.598399149575501 1992-02-01 11.633271621126301 1992-03-01 11.710838396651800 1992-04-01 11.905468189556900 1992-05-01 11.910232744251699 1992-06-01 11.351484230288500 1992-07-01 11.421842104369901 1992-08-01 11.542756343745598 1992-09-01 11.636502934868698 1992-10-01 11.747839529006100 1992-11-01 11.740716284312999 1992-12-01 11.864820764140699 1993-01-01 11.906116052964200 1993-02-01 12.030807029190600 1993-03-01 12.114500717578800 1993-04-01 12.641727730671300 1993-05-01 12.626610498037600 1993-06-01 12.756320916442302 1993-07-01 12.730584260972100 1993-08-01 12.745295308246801 1993-09-01 12.908390507876700 1993-10-01 13.032436766778900 1993-11-01 13.321574518854700 1993-12-01 13.541031348555600 1994-01-01 13.414678126350100 1994-02-01 13.423391076167100 1994-03-01 13.413631002210900 1994-04-01 13.893841864505400 1994-05-01 13.857459592846900 1994-06-01 13.958084158358199 1994-07-01 14.252009732861900 1994-08-01 14.335456861443100 1994-09-01 14.576256070630699 1994-10-01 14.412199505593600 1994-11-01 14.691831241319099 1994-12-01 15.116595487304700 1995-01-01 15.123188541163302 1995-02-01 15.417337769576198 1995-03-01 15.603584966838100 1995-04-01 15.256949188411200 1995-05-01 15.405197865207802 1995-06-01 15.573007168503000 1995-07-01 15.768575830486400 1995-08-01 16.002731641200200 1995-09-01 16.139116445613700 1995-10-01 16.391769399296997 1995-11-01 16.675754933612403 1995-12-01 16.796022250183302 1996-01-01 16.926226773497200 1996-02-01 17.205775912393000 1996-03-01 17.285302489035900 1996-04-01 17.326242196571900 1996-05-01 17.560798236420800 1996-06-01 17.693374252165700 1996-07-01 17.884754621134000 1996-08-01 17.942329585209200 1996-09-01 18.214201849451200 1996-10-01 18.484538530633102 1996-11-01 18.564308269725000 1996-12-01 18.779069135866000 1997-01-01 19.120845127496300 1997-02-01 19.295537230293398 1997-03-01 19.560960550745897 1997-04-01 19.888369466552700 1997-05-01 20.117639900042200 1997-06-01 20.515536133609398 1997-07-01 20.579350499152200 1997-08-01 20.987089778669600 1997-09-01 21.304696395820198 1997-10-01 21.482918632662898 1997-11-01 21.572093687904300 1997-12-01 21.570497876548000 1998-01-01 21.304461541676200 1998-02-01 21.584888464854497 1998-03-01 21.842281601897000 1998-04-01 21.918133884629600 1998-05-01 21.961296357817800 1998-06-01 21.922648317117800 1998-07-01 21.873760596513602 1998-08-01 21.950219317348104 1998-09-01 22.222205660474100 1998-10-01 21.897660552691697 1998-11-01 21.978384258602000 1998-12-01 22.356292826782102 1999-01-01 22.081923816950898 1999-02-01 22.284461113460400 1999-03-01 22.226449605275100 1999-04-01 22.014669124818603 1999-05-01 21.984629221589000 1999-06-01 22.328819925050700 1999-07-01 22.960290081991502 1999-08-01 23.041328977221603 1999-09-01 23.358295911426300 1999-10-01 23.017246464935800 1999-11-01 23.195084587805802 1999-12-01 23.341370466012503 2000-01-01 23.554897502137603 2000-02-01 23.670786960694000 2000-03-01 23.823323863581300 2000-04-01 23.888455705291600 2000-05-01 24.086092315760396 2000-06-01 24.438184400894400 2000-07-01 24.857990806613497 2000-08-01 24.941025000675200 2000-09-01 25.202788078979303 2000-10-01 25.442151359306397 2000-11-01 25.499438226244700 2000-12-01 25.528829401841197 2001-01-01 25.732643030790200 2001-02-01 25.759894005278500 2001-03-01 25.535319043595198 2001-04-01 25.847063320977900 2001-05-01 25.572438389115300 2001-06-01 25.354745361307696 2001-07-01 24.746653909797697 2001-08-01 24.257076848893800 2001-09-01 23.838230570610200 2001-10-01 23.649941669875805 2001-11-01 23.406471837989200 2001-12-01 23.234514306441200 2002-01-01 22.810742548151100 2002-02-01 22.450848266137500 2002-03-01 22.270605633240400 2002-04-01 21.993481953213397 2002-05-01 21.750416477166098 2002-06-01 21.564589714441000 2002-07-01 21.343612950864100 2002-08-01 20.971441778113700 2002-09-01 21.159950238037700 2002-10-01 21.044868873775900 2002-11-01 20.902225927639800 2002-12-01 20.844391118095500 2003-01-01 20.711687967818600 2003-02-01 20.560500858757898 2003-03-01 20.514189523794000 2003-04-01 20.040210423454800 2003-05-01 20.023089867476700 2003-06-01 19.878277023422300 2003-07-01 19.832379871660898 2003-08-01 19.975425440254000 2003-09-01 19.956734525004800 2003-10-01 19.926889221652300 2003-11-01 20.111795388872700 2003-12-01 20.063622514126300 2004-01-01 20.130657851463300 2004-02-01 20.265675433679398 2004-03-01 20.354947355784898 2004-04-01 20.612851621438400 2004-05-01 20.699915746571000 2004-06-01 20.681729677996300 2004-07-01 20.910148187107300 2004-08-01 20.868970465865700 2004-09-01 20.844024587494400 2004-10-01 20.801381609411898 2004-11-01 20.821072561952300 2004-12-01 20.785379223272603 2005-01-01 21.164027978089400 2005-02-01 21.179139899278397 2005-03-01 21.185658844699300 2005-04-01 21.509225985595197 2005-05-01 21.381451887501700 2005-06-01 21.579639485927100 2005-07-01 21.877436004371802 2005-08-01 21.757936579463703 2005-09-01 21.920068390122900 2005-10-01 22.170799302409897 2005-11-01 22.343029915880700 2005-12-01 22.305315296801300 2006-01-01 22.288913470360303 2006-02-01 22.396245390591897 2006-03-01 22.511736635971605 2006-04-01 22.724337070626696 2006-05-01 22.764219921770600 2006-06-01 22.763264656869600 2006-07-01 22.855506678966197 2006-08-01 23.050371648645300 2006-09-01 23.311365200573302 2006-10-01 23.339351284862900 2006-11-01 23.345898278490400 2006-12-01 23.406767506899100 2007-01-01 23.814800235015397 2007-02-01 24.117615594368800 2007-03-01 24.335704504528000 2007-04-01 24.445866942018000 2007-05-01 24.537308423562800 2007-06-01 24.756877890025500 2007-07-01 24.756619117316102 2007-08-01 24.536256104529300 2007-09-01 24.500510574488302 2007-10-01 24.623982488357502 2007-11-01 24.543730517194200 2007-12-01 24.592062159048200 2008-01-01 24.630311632216397 2008-02-01 24.633169725924002 2008-03-01 24.654932487304503 2008-04-01 24.365877620296000 2008-05-01 24.409989549243196 2008-06-01 24.358295029098200 2008-07-01 24.266474256699800 2008-08-01 24.235340482147198 2008-09-01 23.998823064796000 2008-10-01 23.620487622840802 2008-11-01 23.121052039049100 2008-12-01 23.076520647072000 2009-01-01 20.942583063614700 2009-02-01 20.438881740887698 2009-03-01 19.967139998239100 2009-04-01 20.971946492211000 2009-05-01 21.088198175796100 2009-06-01 20.967058203375600 2009-07-01 20.980763247190700 2009-08-01 21.040720785716100 2009-09-01 20.994088782941000 2009-10-01 21.135971436402300 2009-11-01 21.207929561623200 2009-12-01 21.365444550439600 2010-01-01 21.136691566136502 2010-02-01 20.933333857015800 2010-03-01 21.067742836438900 2010-04-01 21.264107819473300 2010-05-01 21.286562844820498 2010-06-01 21.165892697571604 2010-07-01 21.088540281491200 2010-08-01 21.165146958385900 2010-09-01 21.099623334403997 2010-10-01 21.154368949918300 2010-11-01 21.295853715520600 2010-12-01 21.363384299382300 2011-01-01 21.329187797494400 2011-02-01 21.414534441525000 2011-03-01 21.554001733081897 2011-04-01 21.750176541613197 2011-05-01 21.803307501290004 2011-06-01 21.649839920461800 2011-07-01 21.796134193436200 2011-08-01 21.790305626540900 2011-09-01 22.005336767362000 2011-10-01 21.980845144478998 2011-11-01 22.002772703484002 2011-12-01 22.367030896353196 2012-01-01 21.910420167117500 2012-02-01 21.984060683445100 2012-03-01 22.024250286151900 2012-04-01 22.145286866704996 2012-05-01 22.044257650734000 2012-06-01 22.124222652089895 2012-07-01 22.187950516180702 2012-08-01 22.216370893176500 2012-09-01 22.317352339987500 2012-10-01 22.400623606956700 2012-11-01 22.417612111349897 2012-12-01 22.577551295394800 2013-01-01 22.786568793244500 2013-02-01 22.847634009990500 2013-03-01 22.887023994615300 2013-04-01 22.859389430481000 2013-05-01 22.796055284621300 2013-06-01 23.092346435626897 2013-07-01 22.778811629038400 2013-08-01 22.722636779812397 2013-09-01 22.731573483871397 2013-10-01 22.716850553030600 2013-11-01 22.737477742638102 2013-12-01 22.791771613270400 2014-01-01 22.750351512591000 2014-02-01 22.815159137229400 2014-03-01 22.962292367329300 2014-04-01 23.086986570682500 2014-05-01 23.243964038238300 2014-06-01 23.466282756623603 2014-07-01 23.558954557850598 2014-08-01 23.715779487576300 2014-09-01 23.855036469718400 2014-10-01 23.920535312182900 2014-11-01 24.050084434215396 2014-12-01 24.108041659774400 2015-01-01 24.224174983496102 2015-02-01 24.288531392644895 2015-03-01 24.253111439692102 2015-04-01 24.112387365058100 2015-05-01 24.176294745239100 2015-06-01 24.245135323329897 2015-07-01 24.435217757060197 2015-08-01 24.602539835035802 2015-09-01 24.585234545105600 2015-10-01 24.618546298578302 2015-11-01 24.659964386390900 2015-12-01 24.827557917176800 2016-01-01 24.798732617486500 2016-02-01 24.872115343885300 2016-03-01 24.955228795432100 2016-04-01 24.926243776522900 2016-05-01 24.888093182830100 2016-06-01 24.838057481394100 2016-07-01 24.709629674927395 2016-08-01 24.795576800197200 2016-09-01 24.815702517017500 2016-10-01 24.812636944762396 2016-11-01 24.862875886302000 2016-12-01 24.850085816876696 2017-01-01 24.887358568557897 2017-02-01 24.854257294613298 2017-03-01 24.858454287842697 2017-04-01 24.924195251317396 2017-05-01 25.089490401170696 2017-06-01 25.234757957930900 2017-07-01 25.396327022346398 2017-08-01 25.395702517564000 2017-09-01 25.440693583941602 2017-10-01 25.603593361535395 2017-11-01 25.662581325537300 2017-12-01 25.769268457058100 2018-01-01 25.885414525259105 2018-02-01 26.044995661583600 2018-03-01 26.265694724562803 2018-04-01 26.015542400340900 2018-05-01 26.178058747560000 2018-06-01 26.439280943968395 2018-07-01 26.386545925344300 2018-08-01 26.294154615116400 2018-09-01 26.260787238822303 2018-10-01 26.087460112750698 2018-11-01 26.253148667925100 2018-12-01 26.381929058272300 2019-01-01 26.602702635025302 2019-02-01 26.547401377922100 2019-03-01 26.779865240134395 2019-04-01 27.009182995683698 2019-05-01 27.269851756596400 2019-06-01 27.440416598227300 2019-07-01 27.574539574546800 2019-08-01 27.779522290136600 2019-09-01 27.956991281612100 2019-10-01 28.059741876448500 2019-11-01 28.251669014926300 2019-12-01 28.197043988133697 2020-01-01 28.228074325809697 2020-02-01 28.272252433522100 2020-03-01 28.302667530655900 2020-04-01 27.821155845532697 2020-05-01 27.467814536796798 2020-06-01 27.335224550714397 2020-07-01 27.147018643791103 2020-08-01 27.138783729519300 2020-09-01 27.241565020050203 2020-10-01 27.323727066564302 2020-11-01 27.546556197673898 2020-12-01 27.821696315408300 2021-01-01 27.965650256996800 2021-02-01 28.398729167021397 2021-03-01 28.444257779412100 2021-04-01 29.247030629259300 2021-05-01 29.678984659133500 2021-06-01 29.816411693972500 2021-07-01 30.209127685031000 2021-08-01 30.381034994154900 2021-09-01 31.006195489829600 2021-10-01 31.788059518386003 2021-11-01 32.043847590535300 2021-12-01 32.449599196421000 2022-01-01 31.611339604639300 2022-02-01 31.835395381298103 2022-03-01 32.191294101160494 2022-04-01 32.787227706395000 2022-05-01 32.785910508945400 2022-06-01 32.992621080693400 2022-07-01 33.858667854238100 2022-08-01 33.919253225578295 2022-09-01 33.977702233819500 2022-10-01 33.857491027143200 2022-11-01 33.537161448579305 2022-12-01 33.379082002863300 2023-01-01 33.650965008344400 2023-02-01 33.664185229918800 2023-03-01 33.840987370011504 2023-04-01 33.825220569963500 2023-05-01 33.993812622652200 2023-06-01 34.367230848341500 2023-07-01 34.611396207967100 2023-08-01 34.770387369803400 2023-09-01 34.747293547428800 2023-10-01 34.936825970120300 2023-11-01 35.340703736140700 2023-12-01 35.103906692080400 2024-01-01 35.076060115958700 2024-02-01 35.388833755915800 2024-03-01 35.271554043820710 2024-04-01 35.455478812377600