Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246054150001SA |
| 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 2:03 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 | 7.55193766386531 |
| 1990-02-01 | 7.59113275635071 |
| 1990-03-01 | 7.60213026940939 |
| 1990-04-01 | 7.64387250773087 |
| 1990-05-01 | 7.74807533800398 |
| 1990-06-01 | 7.77864243345946 |
| 1990-07-01 | 7.77188203280990 |
| 1990-08-01 | 7.87294618562747 |
| 1990-09-01 | 7.87025960288251 |
| 1990-10-01 | 7.91460992359868 |
| 1990-11-01 | 7.87509086698380 |
| 1990-12-01 | 7.96688669528482 |
| 1991-01-01 | 7.85831667378728 |
| 1991-02-01 | 7.79363130877694 |
| 1991-03-01 | 7.81102982041346 |
| 1991-04-01 | 8.34700982506441 |
| 1991-05-01 | 8.26267210487034 |
| 1991-06-01 | 8.17966649141989 |
| 1991-07-01 | 7.95283682320469 |
| 1991-08-01 | 8.06839027503850 |
| 1991-09-01 | 8.06512799247432 |
| 1991-10-01 | 8.00917088052987 |
| 1991-11-01 | 8.07938369259985 |
| 1991-12-01 | 8.07439462395080 |
| 1992-01-01 | 7.96370193300618 |
| 1992-02-01 | 7.99558870504811 |
| 1992-03-01 | 8.03980198646028 |
| 1992-04-01 | 8.43664989351509 |
| 1992-05-01 | 8.36673139718079 |
| 1992-06-01 | 8.48293077655713 |
| 1992-07-01 | 8.42622319223751 |
| 1992-08-01 | 8.35134047369063 |
| 1992-09-01 | 8.34795544291751 |
| 1992-10-01 | 8.89720332511591 |
| 1992-11-01 | 8.88513522039896 |
| 1992-12-01 | 8.98714496700674 |
| 1993-01-01 | 9.26827031140465 |
| 1993-02-01 | 9.20145480211092 |
| 1993-03-01 | 9.28140287372455 |
| 1993-04-01 | 9.43587559061132 |
| 1993-05-01 | 9.46641458810366 |
| 1993-06-01 | 9.59564265377376 |
| 1993-07-01 | 9.79772252255965 |
| 1993-08-01 | 9.91695279175147 |
| 1993-09-01 | 10.01822131413620 |
| 1993-10-01 | 10.19930150962090 |
| 1993-11-01 | 10.28579086996680 |
| 1993-12-01 | 10.41328495655080 |
| 1994-01-01 | 10.57706983458910 |
| 1994-02-01 | 10.71462258831170 |
| 1994-03-01 | 10.83027525119670 |
| 1994-04-01 | 11.34978370639210 |
| 1994-05-01 | 11.33854554916040 |
| 1994-06-01 | 11.49868274933860 |
| 1994-07-01 | 12.08567703425780 |
| 1994-08-01 | 12.16337307960140 |
| 1994-09-01 | 12.27245782488960 |
| 1994-10-01 | 12.41684956858040 |
| 1994-11-01 | 12.69543354346720 |
| 1994-12-01 | 12.84076159407660 |
| 1995-01-01 | 12.98828864760860 |
| 1995-02-01 | 13.14019408712170 |
| 1995-03-01 | 13.26140724625610 |
| 1995-04-01 | 13.34069640920800 |
| 1995-05-01 | 13.51206010820590 |
| 1995-06-01 | 13.69417053107720 |
| 1995-07-01 | 13.88563224922980 |
| 1995-08-01 | 14.31187371344410 |
| 1995-09-01 | 14.43482873784000 |
| 1995-10-01 | 14.45147245106390 |
| 1995-11-01 | 14.82826947489420 |
| 1995-12-01 | 15.05309709527620 |
| 1996-01-01 | 15.49927664457700 |
| 1996-02-01 | 15.97138768906930 |
| 1996-03-01 | 16.47066853218410 |
| 1996-04-01 | 17.42497736159510 |
| 1996-05-01 | 17.49322393884140 |
| 1996-06-01 | 17.78181493825860 |
| 1996-07-01 | 18.08458064218620 |
| 1996-08-01 | 18.47703765412790 |
| 1996-09-01 | 18.71985264576130 |
| 1996-10-01 | 19.77384479057320 |
| 1996-11-01 | 19.98194381446260 |
| 1996-12-01 | 20.32404162945330 |
| 1997-01-01 | 19.88941337798980 |
| 1997-02-01 | 20.09521038714630 |
| 1997-03-01 | 20.35109487386660 |
| 1997-04-01 | 20.68872856894180 |
| 1997-05-01 | 20.91525822917550 |
| 1997-06-01 | 21.29565232156830 |
| 1997-07-01 | 21.56290100005260 |
| 1997-08-01 | 21.98601948613200 |
| 1997-09-01 | 22.44738463078570 |
| 1997-10-01 | 22.76557925594190 |
| 1997-11-01 | 23.12671989620950 |
| 1997-12-01 | 23.69375656643090 |
| 1998-01-01 | 23.86176324676760 |
| 1998-02-01 | 24.18418200620020 |
| 1998-03-01 | 24.52981866858550 |
| 1998-04-01 | 24.99204247910480 |
| 1998-05-01 | 25.15039126989080 |
| 1998-06-01 | 25.53408714196980 |
| 1998-07-01 | 26.02464056586960 |
| 1998-08-01 | 26.29663043291460 |
| 1998-09-01 | 26.68332506680050 |
| 1998-10-01 | 27.14469973347070 |
| 1998-11-01 | 27.64281587486240 |
| 1998-12-01 | 28.18619395903470 |
| 1999-01-01 | 28.72394633528500 |
| 1999-02-01 | 29.12013277835650 |
| 1999-03-01 | 29.70037048264690 |
| 1999-04-01 | 29.03295100380880 |
| 1999-05-01 | 29.09837105857890 |
| 1999-06-01 | 29.28512943365830 |
| 1999-07-01 | 29.71931738473100 |
| 1999-08-01 | 30.00904158107990 |
| 1999-09-01 | 30.40756296660950 |
| 1999-10-01 | 31.10353493234380 |
| 1999-11-01 | 31.41962178048560 |
| 1999-12-01 | 31.68632457554180 |
| 2000-01-01 | 30.90398224224650 |
| 2000-02-01 | 31.41918254811000 |
| 2000-03-01 | 31.90909984554490 |
| 2000-04-01 | 32.47878665063760 |
| 2000-05-01 | 33.56857272006700 |
| 2000-06-01 | 34.64778501458120 |
| 2000-07-01 | 35.15034583477140 |
| 2000-08-01 | 35.87908680071670 |
| 2000-09-01 | 36.32148752511790 |
| 2000-10-01 | 36.15206408846640 |
| 2000-11-01 | 36.37041912194390 |
| 2000-12-01 | 36.43991252248790 |
| 2001-01-01 | 36.59601568614560 |
| 2001-02-01 | 36.63758999135050 |
| 2001-03-01 | 36.33868145111600 |
| 2001-04-01 | 35.66594861916010 |
| 2001-05-01 | 35.03559649246660 |
| 2001-06-01 | 34.33162885355300 |
| 2001-07-01 | 33.20326267730510 |
| 2001-08-01 | 32.80385765492930 |
| 2001-09-01 | 32.47482837448070 |
| 2001-10-01 | 31.69074618252260 |
| 2001-11-01 | 31.27841847314920 |
| 2001-12-01 | 31.08094338350510 |
| 2002-01-01 | 30.99889817996520 |
| 2002-02-01 | 30.38476313357110 |
| 2002-03-01 | 29.58943853527150 |
| 2002-04-01 | 28.49177932475000 |
| 2002-05-01 | 28.22139650310290 |
| 2002-06-01 | 27.76716119686750 |
| 2002-07-01 | 28.02440392264460 |
| 2002-08-01 | 27.92919398638750 |
| 2002-09-01 | 28.24657656967900 |
| 2002-10-01 | 27.62775875452900 |
| 2002-11-01 | 27.27668781734220 |
| 2002-12-01 | 26.92801859235510 |
| 2003-01-01 | 26.62166544396020 |
| 2003-02-01 | 26.37184793810990 |
| 2003-03-01 | 26.11980264505870 |
| 2003-04-01 | 26.33858923273960 |
| 2003-05-01 | 26.09142972828290 |
| 2003-06-01 | 26.11054645638700 |
| 2003-07-01 | 25.43333480579450 |
| 2003-08-01 | 25.46992931836110 |
| 2003-09-01 | 25.52263361335110 |
| 2003-10-01 | 25.59491991285160 |
| 2003-11-01 | 25.76150444085950 |
| 2003-12-01 | 25.85974839862120 |
| 2004-01-01 | 26.13887028461540 |
| 2004-02-01 | 26.25631381628180 |
| 2004-03-01 | 26.44391813156170 |
| 2004-04-01 | 26.53522484547980 |
| 2004-05-01 | 26.76142838930170 |
| 2004-06-01 | 26.84066007344540 |
| 2004-07-01 | 26.95438554958780 |
| 2004-08-01 | 27.09056595581730 |
| 2004-09-01 | 27.00524213172860 |
| 2004-10-01 | 27.55206534375790 |
| 2004-11-01 | 27.62068865185950 |
| 2004-12-01 | 27.85511183760560 |
| 2005-01-01 | 27.77802791947360 |
| 2005-02-01 | 28.02356597560520 |
| 2005-03-01 | 28.26585098527880 |
| 2005-04-01 | 28.45307119430880 |
| 2005-05-01 | 28.54413715496030 |
| 2005-06-01 | 28.66243180522750 |
| 2005-07-01 | 28.67446967795970 |
| 2005-08-01 | 28.69684629768230 |
| 2005-09-01 | 28.76699175399680 |
| 2005-10-01 | 28.95077626440090 |
| 2005-11-01 | 29.30827890102650 |
| 2005-12-01 | 29.76412166715850 |
| 2006-01-01 | 29.69202414567660 |
| 2006-02-01 | 29.75411852524580 |
| 2006-03-01 | 29.99637373102890 |
| 2006-04-01 | 30.20671269821820 |
| 2006-05-01 | 30.45423119704030 |
| 2006-06-01 | 30.69424664218280 |
| 2006-07-01 | 30.97900309935290 |
| 2006-08-01 | 31.28239571067040 |
| 2006-09-01 | 31.48637893418140 |
| 2006-10-01 | 31.70603695674080 |
| 2006-11-01 | 32.03159608776970 |
| 2006-12-01 | 32.37902454221800 |
| 2007-01-01 | 32.31957303533480 |
| 2007-02-01 | 32.67216666781530 |
| 2007-03-01 | 32.54680158127430 |
| 2007-04-01 | 33.26110227347890 |
| 2007-05-01 | 33.68676647885070 |
| 2007-06-01 | 34.03856043988780 |
| 2007-07-01 | 34.35822650270280 |
| 2007-08-01 | 34.86567839371870 |
| 2007-09-01 | 35.16627820061660 |
| 2007-10-01 | 35.64336635904820 |
| 2007-11-01 | 35.99985106347520 |
| 2007-12-01 | 36.52243760280660 |
| 2008-01-01 | 37.33143645343330 |
| 2008-02-01 | 37.29388845716390 |
| 2008-03-01 | 36.90542348331600 |
| 2008-04-01 | 37.80963424653610 |
| 2008-05-01 | 38.02048271270680 |
| 2008-06-01 | 37.98732119622950 |
| 2008-07-01 | 38.70036485125240 |
| 2008-08-01 | 38.44702421125850 |
| 2008-09-01 | 38.59755453938370 |
| 2008-10-01 | 38.99368458538430 |
| 2008-11-01 | 38.44505825548260 |
| 2008-12-01 | 38.37338024489100 |
| 2009-01-01 | 37.93788953376670 |
| 2009-02-01 | 37.52238668144530 |
| 2009-03-01 | 37.32508144163980 |
| 2009-04-01 | 36.98512328084270 |
| 2009-05-01 | 36.48636565931870 |
| 2009-06-01 | 36.44523748045580 |
| 2009-07-01 | 36.22672063385460 |
| 2009-08-01 | 36.10810323334390 |
| 2009-09-01 | 36.20191668448840 |
| 2009-10-01 | 36.25490023770150 |
| 2009-11-01 | 36.36514735831780 |
| 2009-12-01 | 36.55665171545820 |
| 2010-01-01 | 36.94551546874570 |
| 2010-02-01 | 37.52229410006140 |
| 2010-03-01 | 37.66131537787490 |
| 2010-04-01 | 37.65476983930290 |
| 2010-05-01 | 38.25011075917730 |
| 2010-06-01 | 38.52820555774450 |
| 2010-07-01 | 38.83722197403380 |
| 2010-08-01 | 39.21456427821420 |
| 2010-09-01 | 39.48054837663430 |
| 2010-10-01 | 39.75682532664540 |
| 2010-11-01 | 40.06144699452040 |
| 2010-12-01 | 40.47195515323580 |
| 2011-01-01 | 40.89162999220680 |
| 2011-02-01 | 41.15027722391300 |
| 2011-03-01 | 41.66112921378490 |
| 2011-04-01 | 42.13322242486880 |
| 2011-05-01 | 42.52280064716020 |
| 2011-06-01 | 42.81315426629730 |
| 2011-07-01 | 43.32881197925250 |
| 2011-08-01 | 43.69093019922590 |
| 2011-09-01 | 44.21730015214040 |
| 2011-10-01 | 44.53983222306190 |
| 2011-11-01 | 45.02449610790250 |
| 2011-12-01 | 45.49609675598060 |
| 2012-01-01 | 46.13641487547780 |
| 2012-02-01 | 47.13923308614520 |
| 2012-03-01 | 47.61479107957150 |
| 2012-04-01 | 48.24301666244570 |
| 2012-05-01 | 48.89788358490570 |
| 2012-06-01 | 49.59043364316750 |
| 2012-07-01 | 50.02496384034840 |
| 2012-08-01 | 50.55712521715900 |
| 2012-09-01 | 50.91148337257980 |
| 2012-10-01 | 51.30058266478130 |
| 2012-11-01 | 51.66560561885090 |
| 2012-12-01 | 51.78306657626990 |
| 2013-01-01 | 51.42874389796920 |
| 2013-02-01 | 51.42433743407910 |
| 2013-03-01 | 51.94219660005980 |
| 2013-04-01 | 52.12757476850970 |
| 2013-05-01 | 52.15806739004480 |
| 2013-06-01 | 52.57338710613650 |
| 2013-07-01 | 52.96611505999720 |
| 2013-08-01 | 53.29885151396160 |
| 2013-09-01 | 53.48967782806130 |
| 2013-10-01 | 53.97485684058600 |
| 2013-11-01 | 54.40840245895320 |
| 2013-12-01 | 54.91698469727350 |
| 2014-01-01 | 55.56082842734270 |
| 2014-02-01 | 55.95082545441120 |
| 2014-03-01 | 56.46158676357100 |
| 2014-04-01 | 56.99360263340120 |
| 2014-05-01 | 57.86933137798560 |
| 2014-06-01 | 58.52777351318600 |
| 2014-07-01 | 58.91468581782360 |
| 2014-08-01 | 59.55536285608960 |
| 2014-09-01 | 60.27784195614300 |
| 2014-10-01 | 60.78945956069450 |
| 2014-11-01 | 61.72930620801290 |
| 2014-12-01 | 62.49219882011350 |
| 2015-01-01 | 62.99754276532260 |
| 2015-02-01 | 63.55236955367330 |
| 2015-03-01 | 63.97734864765340 |
| 2015-04-01 | 64.29778808834310 |
| 2015-05-01 | 64.48876016195590 |
| 2015-06-01 | 64.67356875169260 |
| 2015-07-01 | 64.85024464213630 |
| 2015-08-01 | 65.15631793985630 |
| 2015-09-01 | 65.36286848948290 |
| 2015-10-01 | 65.55354347198430 |
| 2015-11-01 | 65.57011157920050 |
| 2015-12-01 | 65.52134460746920 |
| 2016-01-01 | 66.51661578149160 |
| 2016-02-01 | 66.40429294032760 |
| 2016-03-01 | 66.72660680453540 |
| 2016-04-01 | 67.49976830685920 |
| 2016-05-01 | 67.71889190806260 |
| 2016-06-01 | 68.01321345803010 |
| 2016-07-01 | 68.52311856043550 |
| 2016-08-01 | 68.68825785262250 |
| 2016-09-01 | 68.98115403893220 |
| 2016-10-01 | 69.02752217245820 |
| 2016-11-01 | 69.02315430784780 |
| 2016-12-01 | 69.03087640192740 |
| 2017-01-01 | 69.33066193457360 |
| 2017-02-01 | 69.73032555397190 |
| 2017-03-01 | 70.04780933234970 |
| 2017-04-01 | 70.02354308267720 |
| 2017-05-01 | 70.23898748338070 |
| 2017-06-01 | 70.37030490297790 |
| 2017-07-01 | 70.63689688756910 |
| 2017-08-01 | 70.89642639726500 |
| 2017-09-01 | 70.94660544154320 |
| 2017-10-01 | 72.13605766395390 |
| 2017-11-01 | 72.89357375646340 |
| 2017-12-01 | 72.75693367920310 |
| 2018-01-01 | 73.19771311343880 |
| 2018-02-01 | 73.45826109497770 |
| 2018-03-01 | 73.80015412760160 |
| 2018-04-01 | 74.48248806497740 |
| 2018-05-01 | 75.17768352287460 |
| 2018-06-01 | 75.74898948285790 |
| 2018-07-01 | 76.07295920215390 |
| 2018-08-01 | 76.65732405687420 |
| 2018-09-01 | 77.04723926196760 |
| 2018-10-01 | 77.70874719118220 |
| 2018-11-01 | 78.12591043421380 |
| 2018-12-01 | 78.59012670549760 |
| 2019-01-01 | 80.15509697493750 |
| 2019-02-01 | 79.89689200092320 |
| 2019-03-01 | 80.36518072807140 |
| 2019-04-01 | 80.92374818078380 |
| 2019-05-01 | 81.28806113512070 |
| 2019-06-01 | 81.96620622275520 |
| 2019-07-01 | 82.97835353851880 |
| 2019-08-01 | 83.70863588675440 |
| 2019-09-01 | 83.93788728491740 |
| 2019-10-01 | 84.24395023836300 |
| 2019-11-01 | 84.82837374213660 |
| 2019-12-01 | 85.06275868812150 |
| 2020-01-01 | 85.35236348068460 |
| 2020-02-01 | 85.63518404928350 |
| 2020-03-01 | 85.75093473410730 |
| 2020-04-01 | 85.22694807540730 |
| 2020-05-01 | 85.31095309586860 |
| 2020-06-01 | 85.29798004558580 |
| 2020-07-01 | 84.70812852907820 |
| 2020-08-01 | 84.95383729619730 |
| 2020-09-01 | 85.75568515052890 |
| 2020-10-01 | 85.68206456862500 |
| 2020-11-01 | 86.53103025558520 |
| 2020-12-01 | 87.63654904266050 |
| 2021-01-01 | 88.48714301632580 |
| 2021-02-01 | 89.24756434590550 |
| 2021-03-01 | 90.57862607674560 |
| 2021-04-01 | 91.44097035047100 |
| 2021-05-01 | 92.36901785493070 |
| 2021-06-01 | 94.35435038852510 |
| 2021-07-01 | 95.01943120487960 |
| 2021-08-01 | 96.19988420567330 |
| 2021-09-01 | 98.16202021291190 |
| 2021-10-01 | 99.95235167222010 |
| 2021-11-01 | 101.11927013958000 |
| 2021-12-01 | 102.41385135204200 |
| 2022-01-01 | 103.60680892300900 |
| 2022-02-01 | 105.34011355885200 |
| 2022-03-01 | 107.08252700998600 |
| 2022-04-01 | 109.89099789258800 |
| 2022-05-01 | 111.98397253472900 |
| 2022-06-01 | 113.22793691326200 |
| 2022-07-01 | 116.15323667174400 |
| 2022-08-01 | 117.87397205581000 |
| 2022-09-01 | 118.65458552367600 |
| 2022-10-01 | 120.29014312960800 |
| 2022-11-01 | 121.38370064568900 |
| 2022-12-01 | 120.40734425391600 |
| 2023-01-01 | 123.57837541831000 |
| 2023-02-01 | 124.28876183782300 |
| 2023-03-01 | 124.13037401473400 |
| 2023-04-01 | 124.99133118019000 |
| 2023-05-01 | 125.10653720153300 |
| 2023-06-01 | 124.30549458608500 |
| 2023-07-01 | 124.44199364246100 |
| 2023-08-01 | 124.75311449259000 |
| 2023-09-01 | 124.08150509057000 |
| 2023-10-01 | 124.79230397803700 |
| 2023-11-01 | 125.06680074386200 |
| 2023-12-01 | 121.99003746399000 |
| 2024-01-01 | 124.20068458351900 |
| 2024-02-01 | 124.26353247011300 |
| 2024-03-01 | 121.00188643540100 |
| 2024-04-01 | 123.17729347188600 |
| 2024-05-01 | 123.24643549515700 |
| 2024-06-01 | 121.35153005417200 |
| 2024-07-01 | 123.76035953409100 |
| 2024-08-01 | 125.30320689496000 |
| 2024-09-01 | 122.49188425343400 |
| 2024-10-01 | 121.54834433949900 |
| 2024-11-01 | 121.28484193740800 |
| 2024-12-01 | 124.02605012367600 |
| 2025-01-01 | 120.49742921002700 |
| 2025-02-01 | 120.17707408905700 |
| 2025-03-01 | 121.11827182845100 |
| 2025-04-01 | 119.84963577904200 |
| 2025-05-01 | 119.47400265404000 |
| 2025-06-01 | 121.50716466138000 |
| 2025-07-01 | 118.93522448145100 |
| 2025-08-01 | 118.98739988021400 |
| 2025-09-01 | 121.96171677845100 |
| 2025-10-01 | 120.43216194592000 |
| 2025-11-01 | 120.49270162611800 |
| 2025-12-01 | 122.12067300580000 |