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 2026-07-01 |
| Last Updated | 2026-08-21 6:40 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 | 7.54491864032484 |
| 1990-02-01 | 7.58356843897157 |
| 1990-03-01 | 7.59900846225356 |
| 1990-04-01 | 7.61886351539220 |
| 1990-05-01 | 7.74525556034502 |
| 1990-06-01 | 7.77876305199679 |
| 1990-07-01 | 7.75230650081742 |
| 1990-08-01 | 7.87345549268569 |
| 1990-09-01 | 7.87943967794765 |
| 1990-10-01 | 7.91237458110964 |
| 1990-11-01 | 7.90608540283882 |
| 1990-12-01 | 8.00220575237503 |
| 1991-01-01 | 7.84416228583238 |
| 1991-02-01 | 7.78102330041322 |
| 1991-03-01 | 7.80467412427926 |
| 1991-04-01 | 8.32264253109634 |
| 1991-05-01 | 8.25086992324299 |
| 1991-06-01 | 8.18061523094547 |
| 1991-07-01 | 7.95026762851013 |
| 1991-08-01 | 8.07150642559714 |
| 1991-09-01 | 8.07846810571220 |
| 1991-10-01 | 8.01582778703633 |
| 1991-11-01 | 8.10478161288993 |
| 1991-12-01 | 8.10472365333852 |
| 1992-01-01 | 7.94038330199189 |
| 1992-02-01 | 7.97843799904843 |
| 1992-03-01 | 8.01636951428477 |
| 1992-04-01 | 8.41093795568333 |
| 1992-05-01 | 8.35412786239290 |
| 1992-06-01 | 8.48648615577551 |
| 1992-07-01 | 8.44692261985161 |
| 1992-08-01 | 8.36543098266809 |
| 1992-09-01 | 8.37587927193995 |
| 1992-10-01 | 8.91406523729909 |
| 1992-11-01 | 8.89699966584361 |
| 1992-12-01 | 9.00467175627117 |
| 1993-01-01 | 9.24196969764711 |
| 1993-02-01 | 9.17298072816585 |
| 1993-03-01 | 9.22577482839135 |
| 1993-04-01 | 9.40635269583826 |
| 1993-05-01 | 9.45925550886397 |
| 1993-06-01 | 9.58941785870906 |
| 1993-07-01 | 9.84962360130099 |
| 1993-08-01 | 9.96431408526987 |
| 1993-09-01 | 10.08332293152200 |
| 1993-10-01 | 10.21028195472780 |
| 1993-11-01 | 10.28869815362130 |
| 1993-12-01 | 10.40548166086770 |
| 1994-01-01 | 10.53484782143350 |
| 1994-02-01 | 10.66954939550410 |
| 1994-03-01 | 10.74496824685250 |
| 1994-04-01 | 11.30040111507300 |
| 1994-05-01 | 11.36496221733220 |
| 1994-06-01 | 11.49958085753090 |
| 1994-07-01 | 12.15640488130090 |
| 1994-08-01 | 12.25462179862260 |
| 1994-09-01 | 12.38440721198150 |
| 1994-10-01 | 12.40513979073030 |
| 1994-11-01 | 12.67905127545650 |
| 1994-12-01 | 12.80497638794090 |
| 1995-01-01 | 12.92755457684190 |
| 1995-02-01 | 13.07017618295620 |
| 1995-03-01 | 13.16595464064120 |
| 1995-04-01 | 13.28718557725160 |
| 1995-05-01 | 13.56572204997530 |
| 1995-06-01 | 13.70833191981040 |
| 1995-07-01 | 13.96116991168810 |
| 1995-08-01 | 14.43658212951030 |
| 1995-09-01 | 14.57524201072440 |
| 1995-10-01 | 14.41047880974310 |
| 1995-11-01 | 14.78788014436260 |
| 1995-12-01 | 15.00572136673870 |
| 1996-01-01 | 15.41293833416630 |
| 1996-02-01 | 15.88319288499610 |
| 1996-03-01 | 16.38424775127920 |
| 1996-04-01 | 17.37280524685170 |
| 1996-05-01 | 17.57076440017840 |
| 1996-06-01 | 17.83121641610770 |
| 1996-07-01 | 18.16684544267610 |
| 1996-08-01 | 18.61539065539930 |
| 1996-09-01 | 18.86935863766750 |
| 1996-10-01 | 19.69977110726520 |
| 1996-11-01 | 19.88823811703020 |
| 1996-12-01 | 20.29214376610300 |
| 1997-01-01 | 19.80821403794360 |
| 1997-02-01 | 20.00199366043260 |
| 1997-03-01 | 20.29962901105460 |
| 1997-04-01 | 20.64426749594070 |
| 1997-05-01 | 20.97826534678340 |
| 1997-06-01 | 21.34340479170830 |
| 1997-07-01 | 21.65282977887710 |
| 1997-08-01 | 22.09076234829280 |
| 1997-09-01 | 22.56499293874810 |
| 1997-10-01 | 22.70505668998920 |
| 1997-11-01 | 23.02597545055600 |
| 1997-12-01 | 23.69189575244950 |
| 1998-01-01 | 23.80003392539130 |
| 1998-02-01 | 24.10559346208920 |
| 1998-03-01 | 24.50850218795250 |
| 1998-04-01 | 24.91626878845750 |
| 1998-05-01 | 25.19604030010630 |
| 1998-06-01 | 25.56416585552570 |
| 1998-07-01 | 26.14049245969050 |
| 1998-08-01 | 26.36147753697280 |
| 1998-09-01 | 26.77098917509420 |
| 1998-10-01 | 27.09910678703780 |
| 1998-11-01 | 27.56337929642670 |
| 1998-12-01 | 28.17828973370010 |
| 1999-01-01 | 28.70192546305750 |
| 1999-02-01 | 29.08291203757790 |
| 1999-03-01 | 29.71540782849250 |
| 1999-04-01 | 28.89560149099170 |
| 1999-05-01 | 29.12891833089600 |
| 1999-06-01 | 29.28159318163790 |
| 1999-07-01 | 29.83418937049420 |
| 1999-08-01 | 30.03381723041200 |
| 1999-09-01 | 30.50239437187800 |
| 1999-10-01 | 31.08414256761220 |
| 1999-11-01 | 31.37823999304760 |
| 1999-12-01 | 31.65298456013640 |
| 2000-01-01 | 30.90608032483030 |
| 2000-02-01 | 31.44304822681100 |
| 2000-03-01 | 31.92402812083040 |
| 2000-04-01 | 32.27816325914420 |
| 2000-05-01 | 33.55728919025520 |
| 2000-06-01 | 34.61409605106330 |
| 2000-07-01 | 35.27534013852290 |
| 2000-08-01 | 35.92446388708900 |
| 2000-09-01 | 36.48169729034380 |
| 2000-10-01 | 36.12324758206570 |
| 2000-11-01 | 36.32770419454580 |
| 2000-12-01 | 36.39783963913730 |
| 2001-01-01 | 36.61655128411060 |
| 2001-02-01 | 36.70315519517660 |
| 2001-03-01 | 36.35422377594060 |
| 2001-04-01 | 35.46895879311510 |
| 2001-05-01 | 34.96659102253690 |
| 2001-06-01 | 34.23656044330250 |
| 2001-07-01 | 33.31595885399980 |
| 2001-08-01 | 32.85096933860750 |
| 2001-09-01 | 32.63126999017680 |
| 2001-10-01 | 31.69111838251270 |
| 2001-11-01 | 31.25988054826340 |
| 2001-12-01 | 31.07448693665980 |
| 2002-01-01 | 31.02363166443870 |
| 2002-02-01 | 30.42217818648310 |
| 2002-03-01 | 29.56434477654590 |
| 2002-04-01 | 28.37014519572200 |
| 2002-05-01 | 28.12350678583960 |
| 2002-06-01 | 27.64071319438140 |
| 2002-07-01 | 28.14460873666760 |
| 2002-08-01 | 27.99391937649330 |
| 2002-09-01 | 28.36233088330890 |
| 2002-10-01 | 27.67311210512550 |
| 2002-11-01 | 27.27997162811340 |
| 2002-12-01 | 26.93055809999870 |
| 2003-01-01 | 26.62526078452340 |
| 2003-02-01 | 26.36780287242840 |
| 2003-03-01 | 26.08025278539700 |
| 2003-04-01 | 26.27675225530420 |
| 2003-05-01 | 26.01004635382600 |
| 2003-06-01 | 25.98252535553510 |
| 2003-07-01 | 25.53967548401650 |
| 2003-08-01 | 25.51757306007150 |
| 2003-09-01 | 25.58822441183950 |
| 2003-10-01 | 25.65070022405570 |
| 2003-11-01 | 25.78753591084560 |
| 2003-12-01 | 25.86546245531940 |
| 2004-01-01 | 26.14062200112950 |
| 2004-02-01 | 26.22285826264630 |
| 2004-03-01 | 26.40812216019850 |
| 2004-04-01 | 26.48513782666690 |
| 2004-05-01 | 26.70701585764050 |
| 2004-06-01 | 26.73904471260980 |
| 2004-07-01 | 27.04361036536370 |
| 2004-08-01 | 27.13593900048580 |
| 2004-09-01 | 27.04325953366690 |
| 2004-10-01 | 27.59862710355480 |
| 2004-11-01 | 27.66005402016920 |
| 2004-12-01 | 27.86712794939560 |
| 2005-01-01 | 27.75654586217440 |
| 2005-02-01 | 27.97848704340410 |
| 2005-03-01 | 28.24815475863900 |
| 2005-04-01 | 28.42255132522560 |
| 2005-05-01 | 28.52028523135490 |
| 2005-06-01 | 28.60875174315850 |
| 2005-07-01 | 28.71883274119370 |
| 2005-08-01 | 28.73125143799600 |
| 2005-09-01 | 28.77009712851500 |
| 2005-10-01 | 28.95975536166060 |
| 2005-11-01 | 29.36067397445970 |
| 2005-12-01 | 29.77999452475570 |
| 2006-01-01 | 29.68498033146340 |
| 2006-02-01 | 29.72591629027930 |
| 2006-03-01 | 29.98185428293120 |
| 2006-04-01 | 30.17397355110830 |
| 2006-05-01 | 30.43943701750800 |
| 2006-06-01 | 30.66404684537490 |
| 2006-07-01 | 30.99156753391590 |
| 2006-08-01 | 31.31593550503520 |
| 2006-09-01 | 31.47607666920420 |
| 2006-10-01 | 31.71808783781980 |
| 2006-11-01 | 32.08286212934350 |
| 2006-12-01 | 32.41029963948930 |
| 2007-01-01 | 32.30170117609700 |
| 2007-02-01 | 32.66340504649900 |
| 2007-03-01 | 32.52234320811400 |
| 2007-04-01 | 33.23359200164640 |
| 2007-05-01 | 33.67270450564300 |
| 2007-06-01 | 34.03027384950520 |
| 2007-07-01 | 34.34477317227910 |
| 2007-08-01 | 34.87903945392220 |
| 2007-09-01 | 35.15940607596240 |
| 2007-10-01 | 35.65926819957440 |
| 2007-11-01 | 36.02723009208740 |
| 2007-12-01 | 36.56230884010730 |
| 2008-01-01 | 37.33144178109500 |
| 2008-02-01 | 37.30755858880760 |
| 2008-03-01 | 36.88896378678750 |
| 2008-04-01 | 37.77481185498760 |
| 2008-05-01 | 37.99744504959610 |
| 2008-06-01 | 37.97427083221270 |
| 2008-07-01 | 38.69040386694920 |
| 2008-08-01 | 38.42955000676170 |
| 2008-09-01 | 38.61504279472580 |
| 2008-10-01 | 39.02048133095700 |
| 2008-11-01 | 38.44185260292170 |
| 2008-12-01 | 38.42074611631290 |
| 2009-01-01 | 37.94198609014160 |
| 2009-02-01 | 37.50978843574100 |
| 2009-03-01 | 37.33133796254110 |
| 2009-04-01 | 36.97504910588930 |
| 2009-05-01 | 36.47504906883370 |
| 2009-06-01 | 36.43342037250720 |
| 2009-07-01 | 36.22293386799720 |
| 2009-08-01 | 36.08302392379560 |
| 2009-09-01 | 36.22978765134580 |
| 2009-10-01 | 36.26575122604030 |
| 2009-11-01 | 36.34120558857770 |
| 2009-12-01 | 36.55597905143300 |
| 2010-01-01 | 36.95810578235710 |
| 2010-02-01 | 37.51819087173640 |
| 2010-03-01 | 37.67499502191960 |
| 2010-04-01 | 37.65614388092590 |
| 2010-05-01 | 38.25803692933280 |
| 2010-06-01 | 38.51662236698970 |
| 2010-07-01 | 38.83954527415110 |
| 2010-08-01 | 39.21006200087760 |
| 2010-09-01 | 39.51747413897910 |
| 2010-10-01 | 39.74939864408500 |
| 2010-11-01 | 40.04295083155370 |
| 2010-12-01 | 40.45347455129370 |
| 2011-01-01 | 40.88163848978910 |
| 2011-02-01 | 41.12788770801340 |
| 2011-03-01 | 41.66941895607510 |
| 2011-04-01 | 42.15099271945230 |
| 2011-05-01 | 42.53203580625630 |
| 2011-06-01 | 42.80646519626570 |
| 2011-07-01 | 43.34908503488510 |
| 2011-08-01 | 43.71182818230290 |
| 2011-09-01 | 44.24306584017970 |
| 2011-10-01 | 44.53174514882940 |
| 2011-11-01 | 45.02141982209710 |
| 2011-12-01 | 45.45992176666960 |
| 2012-01-01 | 46.10007284567170 |
| 2012-02-01 | 47.14002563904460 |
| 2012-03-01 | 47.60039910847350 |
| 2012-04-01 | 48.23836969366850 |
| 2012-05-01 | 48.89434688743670 |
| 2012-06-01 | 49.61950772047030 |
| 2012-07-01 | 50.04867386696630 |
| 2012-08-01 | 50.59176532700210 |
| 2012-09-01 | 50.90968836463340 |
| 2012-10-01 | 51.28451633339020 |
| 2012-11-01 | 51.69568945551640 |
| 2012-12-01 | 51.78816570741160 |
| 2013-01-01 | 51.39781949312150 |
| 2013-02-01 | 51.39856297483970 |
| 2013-03-01 | 51.92489131878490 |
| 2013-04-01 | 52.11069881674080 |
| 2013-05-01 | 52.13538724136000 |
| 2013-06-01 | 52.61449733993060 |
| 2013-07-01 | 52.98493165762560 |
| 2013-08-01 | 53.33027308202040 |
| 2013-09-01 | 53.46958674832430 |
| 2013-10-01 | 53.95972553962050 |
| 2013-11-01 | 54.42137601105360 |
| 2013-12-01 | 54.93056472847860 |
| 2014-01-01 | 55.56804154982760 |
| 2014-02-01 | 55.93844980491060 |
| 2014-03-01 | 56.42983222557100 |
| 2014-04-01 | 56.96204004224430 |
| 2014-05-01 | 57.88089534125010 |
| 2014-06-01 | 58.57751141382150 |
| 2014-07-01 | 58.90838344006160 |
| 2014-08-01 | 59.57803608518890 |
| 2014-09-01 | 60.27753910883030 |
| 2014-10-01 | 60.75214721669670 |
| 2014-11-01 | 61.70564590371690 |
| 2014-12-01 | 62.51520344224340 |
| 2015-01-01 | 63.00610050470690 |
| 2015-02-01 | 63.53671944645610 |
| 2015-03-01 | 63.97323193217340 |
| 2015-04-01 | 64.30434381646240 |
| 2015-05-01 | 64.50785629994430 |
| 2015-06-01 | 64.67950099038110 |
| 2015-07-01 | 64.86078094150900 |
| 2015-08-01 | 65.15960753815890 |
| 2015-09-01 | 65.39297304683040 |
| 2015-10-01 | 65.55052445631510 |
| 2015-11-01 | 65.50808197447770 |
| 2015-12-01 | 65.49385575573770 |
| 2016-01-01 | 66.51208258422840 |
| 2016-02-01 | 66.40027000366440 |
| 2016-03-01 | 66.71343831129180 |
| 2016-04-01 | 67.52041999231250 |
| 2016-05-01 | 67.77113447297420 |
| 2016-06-01 | 68.01902085767940 |
| 2016-07-01 | 68.54328353232830 |
| 2016-08-01 | 68.66319761396450 |
| 2016-09-01 | 69.01831656773480 |
| 2016-10-01 | 69.05798639697030 |
| 2016-11-01 | 68.97359739770470 |
| 2016-12-01 | 68.96252972354780 |
| 2017-01-01 | 69.31120567957720 |
| 2017-02-01 | 69.73990877581510 |
| 2017-03-01 | 70.05737091404450 |
| 2017-04-01 | 70.05030863696520 |
| 2017-05-01 | 70.25975381073140 |
| 2017-06-01 | 70.35621366453940 |
| 2017-07-01 | 70.66156615707620 |
| 2017-08-01 | 70.87691696538110 |
| 2017-09-01 | 70.93016629804800 |
| 2017-10-01 | 72.19884735982920 |
| 2017-11-01 | 72.88450050555200 |
| 2017-12-01 | 72.67694314379450 |
| 2018-01-01 | 73.21176918079750 |
| 2018-02-01 | 73.49582715318880 |
| 2018-03-01 | 73.79293180440460 |
| 2018-04-01 | 74.47993868244770 |
| 2018-05-01 | 75.20538911403380 |
| 2018-06-01 | 75.73563072032710 |
| 2018-07-01 | 76.04954890947970 |
| 2018-08-01 | 76.66006303272310 |
| 2018-09-01 | 77.01241059396570 |
| 2018-10-01 | 77.69642267376940 |
| 2018-11-01 | 78.13687787903680 |
| 2018-12-01 | 78.55631623215560 |
| 2019-01-01 | 80.19873535551440 |
| 2019-02-01 | 79.97784615463980 |
| 2019-03-01 | 80.45338976942370 |
| 2019-04-01 | 80.90133387126230 |
| 2019-05-01 | 81.24069200391670 |
| 2019-06-01 | 81.92263031096070 |
| 2019-07-01 | 82.90235752827630 |
| 2019-08-01 | 83.69258872921220 |
| 2019-09-01 | 83.93498826246490 |
| 2019-10-01 | 84.18967942572770 |
| 2019-11-01 | 84.85413405059930 |
| 2019-12-01 | 85.11601483532430 |
| 2020-01-01 | 85.39669025395180 |
| 2020-02-01 | 85.69482759995460 |
| 2020-03-01 | 85.87233249088880 |
| 2020-04-01 | 85.19775576406490 |
| 2020-05-01 | 85.26557397524470 |
| 2020-06-01 | 85.21444994406050 |
| 2020-07-01 | 84.62368726101920 |
| 2020-08-01 | 84.89482143652220 |
| 2020-09-01 | 85.81880123570700 |
| 2020-10-01 | 85.63389798998080 |
| 2020-11-01 | 86.52270847260570 |
| 2020-12-01 | 87.76184444703090 |
| 2021-01-01 | 88.53872884625430 |
| 2021-02-01 | 89.24864924180490 |
| 2021-03-01 | 90.67295798990930 |
| 2021-04-01 | 91.48596108729390 |
| 2021-05-01 | 92.33070368287020 |
| 2021-06-01 | 94.07042900915590 |
| 2021-07-01 | 95.03148262540230 |
| 2021-08-01 | 96.13611934960110 |
| 2021-09-01 | 98.16392971387160 |
| 2021-10-01 | 100.01522841616300 |
| 2021-11-01 | 101.17248392802800 |
| 2021-12-01 | 102.61347211516600 |
| 2022-01-01 | 103.61615268916700 |
| 2022-02-01 | 105.35399236010200 |
| 2022-03-01 | 107.00888849100700 |
| 2022-04-01 | 109.98442539398700 |
| 2022-05-01 | 112.05268981401000 |
| 2022-06-01 | 112.60317534369100 |
| 2022-07-01 | 116.32339963939900 |
| 2022-08-01 | 117.89372188637500 |
| 2022-09-01 | 118.50503314721000 |
| 2022-10-01 | 120.37344249733000 |
| 2022-11-01 | 121.55091699194900 |
| 2022-12-01 | 120.67282874613800 |
| 2023-01-01 | 123.58692763510000 |
| 2023-02-01 | 124.37816955936800 |
| 2023-03-01 | 124.16285911484600 |
| 2023-04-01 | 124.99850248763100 |
| 2023-05-01 | 125.14230616511300 |
| 2023-06-01 | 123.49488305253200 |
| 2023-07-01 | 124.61184531448000 |
| 2023-08-01 | 124.69006581223000 |
| 2023-09-01 | 123.82976698198400 |
| 2023-10-01 | 124.88875345475400 |
| 2023-11-01 | 125.33813064052000 |
| 2023-12-01 | 122.43665521090900 |
| 2024-01-01 | 124.21015452176900 |
| 2024-02-01 | 124.35877046575900 |
| 2024-03-01 | 121.37834028382100 |
| 2024-04-01 | 123.24752062926700 |
| 2024-05-01 | 123.49990862091900 |
| 2024-06-01 | 124.02479970428600 |
| 2024-07-01 | 123.33319634571100 |
| 2024-08-01 | 124.43341228828100 |
| 2024-09-01 | 124.38888954100700 |
| 2024-10-01 | 125.44472283798200 |
| 2024-11-01 | 125.41262635157100 |
| 2024-12-01 | 124.94719383995600 |
| 2025-01-01 | 126.17909426098100 |
| 2025-02-01 | 125.80597171111700 |
| 2025-03-01 | 126.44501032404700 |
| 2025-04-01 | 126.52477851493000 |
| 2025-05-01 | 126.29344246682400 |
| 2025-06-01 | 125.64091572991100 |
| 2025-07-01 | 126.51636664165000 |
| 2025-08-01 | 125.55748932970000 |
| 2025-09-01 | 125.19562714901600 |
| 2025-10-01 | 123.40949037270300 |
| 2025-11-01 | 123.20175020670200 |
| 2025-12-01 | 126.17913233428100 |
| 2026-01-01 | 122.96710169770800 |
| 2026-02-01 | 124.59250433124100 |
| 2026-03-01 | 127.44164575083800 |
| 2026-04-01 | 125.24230057820900 |
| 2026-05-01 | 125.24425515333300 |
| 2026-06-01 | 128.59580823089600 |
| 2026-07-01 | 125.68744200177800 |