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 2026-08-01 |
| Last Updated | 2026-09-18 11:38 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. 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 | 7.5449525182 |
| 1990-02-01 | 7.5835946686 |
| 1990-03-01 | 7.5990289902 |
| 1990-04-01 | 7.6188311225 |
| 1990-05-01 | 7.7452380770 |
| 1990-06-01 | 7.7787411224 |
| 1990-07-01 | 7.7522553780 |
| 1990-08-01 | 7.8734352558 |
| 1990-09-01 | 7.8794176563 |
| 1990-10-01 | 7.9123730403 |
| 1990-11-01 | 7.9061227009 |
| 1990-12-01 | 8.0022476838 |
| 1991-01-01 | 7.8441969901 |
| 1991-02-01 | 7.7810558810 |
| 1991-03-01 | 7.8047058966 |
| 1991-04-01 | 8.3225987040 |
| 1991-05-01 | 8.2508471685 |
| 1991-06-01 | 8.1805971953 |
| 1991-07-01 | 7.9502138180 |
| 1991-08-01 | 8.0714841969 |
| 1991-09-01 | 8.0784477546 |
| 1991-10-01 | 8.0158157286 |
| 1991-11-01 | 8.1048181469 |
| 1991-12-01 | 8.1047641243 |
| 1992-01-01 | 7.9404184935 |
| 1992-02-01 | 7.9784786804 |
| 1992-03-01 | 8.0164157361 |
| 1992-04-01 | 8.4108872445 |
| 1992-05-01 | 8.3541014628 |
| 1992-06-01 | 8.4864727114 |
| 1992-07-01 | 8.4468707060 |
| 1992-08-01 | 8.3654001677 |
| 1992-09-01 | 8.3758645664 |
| 1992-10-01 | 8.9140338466 |
| 1992-11-01 | 8.8970368790 |
| 1992-12-01 | 9.0047105862 |
| 1993-01-01 | 9.2420096712 |
| 1993-02-01 | 9.1730337989 |
| 1993-03-01 | 9.2258467720 |
| 1993-04-01 | 9.4062932877 |
| 1993-05-01 | 9.4592251857 |
| 1993-06-01 | 9.5894054466 |
| 1993-07-01 | 9.8495704254 |
| 1993-08-01 | 9.9642707623 |
| 1993-09-01 | 10.0833186710 |
| 1993-10-01 | 10.2102260589 |
| 1993-11-01 | 10.2887329920 |
| 1993-12-01 | 10.4055172897 |
| 1994-01-01 | 10.5348962072 |
| 1994-02-01 | 10.6696055648 |
| 1994-03-01 | 10.7450455412 |
| 1994-04-01 | 11.3003565040 |
| 1994-05-01 | 11.3649307932 |
| 1994-06-01 | 11.4995693755 |
| 1994-07-01 | 12.1563525722 |
| 1994-08-01 | 12.2545617739 |
| 1994-09-01 | 12.3844204841 |
| 1994-10-01 | 12.4050566990 |
| 1994-11-01 | 12.6790786775 |
| 1994-12-01 | 12.8050031652 |
| 1995-01-01 | 12.9276145292 |
| 1995-02-01 | 13.0702307672 |
| 1995-03-01 | 13.1660358601 |
| 1995-04-01 | 13.2871648664 |
| 1995-05-01 | 13.5656964132 |
| 1995-06-01 | 13.7083214647 |
| 1995-07-01 | 13.9611180005 |
| 1995-08-01 | 14.4365200205 |
| 1995-09-01 | 14.5752767426 |
| 1995-10-01 | 14.4103762356 |
| 1995-11-01 | 14.7878937000 |
| 1995-12-01 | 15.0057370218 |
| 1996-01-01 | 15.4130087515 |
| 1996-02-01 | 15.8832306735 |
| 1996-03-01 | 16.3843015321 |
| 1996-04-01 | 17.3728337043 |
| 1996-05-01 | 17.5707516395 |
| 1996-06-01 | 17.8312044507 |
| 1996-07-01 | 18.1667973448 |
| 1996-08-01 | 18.6153226229 |
| 1996-09-01 | 18.8694146418 |
| 1996-10-01 | 19.6996454516 |
| 1996-11-01 | 19.8882336713 |
| 1996-12-01 | 20.2921328903 |
| 1997-01-01 | 19.8083051435 |
| 1997-02-01 | 20.0020215414 |
| 1997-03-01 | 20.2996600167 |
| 1997-04-01 | 20.6443283028 |
| 1997-05-01 | 20.9782687755 |
| 1997-06-01 | 21.3433821073 |
| 1997-07-01 | 21.6527840114 |
| 1997-08-01 | 22.0907027145 |
| 1997-09-01 | 22.5650646588 |
| 1997-10-01 | 22.7049457557 |
| 1997-11-01 | 23.0259497810 |
| 1997-12-01 | 23.6918601484 |
| 1998-01-01 | 23.8001509280 |
| 1998-02-01 | 24.1056194050 |
| 1998-03-01 | 24.5085102459 |
| 1998-04-01 | 24.9163349827 |
| 1998-05-01 | 25.1960449566 |
| 1998-06-01 | 25.5641328864 |
| 1998-07-01 | 26.1404436055 |
| 1998-08-01 | 26.3614202334 |
| 1998-09-01 | 26.7710798095 |
| 1998-10-01 | 27.0990230105 |
| 1998-11-01 | 27.5633316674 |
| 1998-12-01 | 28.1782326887 |
| 1999-01-01 | 28.7020697949 |
| 1999-02-01 | 29.0829868546 |
| 1999-03-01 | 29.7154313511 |
| 1999-04-01 | 28.8955960775 |
| 1999-05-01 | 29.1288953122 |
| 1999-06-01 | 29.2815489408 |
| 1999-07-01 | 29.8341189719 |
| 1999-08-01 | 30.0337573576 |
| 1999-09-01 | 30.5025473323 |
| 1999-10-01 | 31.0840703763 |
| 1999-11-01 | 31.3781890157 |
| 1999-12-01 | 31.6529386284 |
| 2000-01-01 | 30.9062277785 |
| 2000-02-01 | 31.4431718980 |
| 2000-03-01 | 31.9240704427 |
| 2000-04-01 | 32.2780592588 |
| 2000-05-01 | 33.5572210665 |
| 2000-06-01 | 34.6140310140 |
| 2000-07-01 | 35.2752584545 |
| 2000-08-01 | 35.9243847567 |
| 2000-09-01 | 36.4819392201 |
| 2000-10-01 | 36.1231879826 |
| 2000-11-01 | 36.3276608945 |
| 2000-12-01 | 36.3978057581 |
| 2001-01-01 | 36.6167128182 |
| 2001-02-01 | 36.7033375593 |
| 2001-03-01 | 36.3542703358 |
| 2001-04-01 | 35.4687781910 |
| 2001-05-01 | 34.9664846620 |
| 2001-06-01 | 34.2364765989 |
| 2001-07-01 | 33.3158820455 |
| 2001-08-01 | 32.8508924452 |
| 2001-09-01 | 32.6315409975 |
| 2001-10-01 | 31.6910775436 |
| 2001-11-01 | 31.2598601454 |
| 2001-12-01 | 31.0744836047 |
| 2002-01-01 | 31.0237493252 |
| 2002-02-01 | 30.4223123944 |
| 2002-03-01 | 29.5643709627 |
| 2002-04-01 | 28.3699871680 |
| 2002-05-01 | 28.1234114086 |
| 2002-06-01 | 27.6406399106 |
| 2002-07-01 | 28.1445561120 |
| 2002-08-01 | 27.9938645963 |
| 2002-09-01 | 28.3625610611 |
| 2002-10-01 | 27.6730928137 |
| 2002-11-01 | 27.2799684466 |
| 2002-12-01 | 26.9305703997 |
| 2003-01-01 | 26.6253347170 |
| 2003-02-01 | 26.3678985549 |
| 2003-03-01 | 26.0802653459 |
| 2003-04-01 | 26.2766103846 |
| 2003-05-01 | 26.0099634521 |
| 2003-06-01 | 25.9824658318 |
| 2003-07-01 | 25.5396388016 |
| 2003-08-01 | 25.5175355454 |
| 2003-09-01 | 25.5884110456 |
| 2003-10-01 | 25.6506912849 |
| 2003-11-01 | 25.7875413400 |
| 2003-12-01 | 25.8654850636 |
| 2004-01-01 | 26.1406616078 |
| 2004-02-01 | 26.2229124585 |
| 2004-03-01 | 26.4081241800 |
| 2004-04-01 | 26.4850317493 |
| 2004-05-01 | 26.7069524550 |
| 2004-06-01 | 26.7390004862 |
| 2004-07-01 | 27.0435906138 |
| 2004-08-01 | 27.1359214820 |
| 2004-09-01 | 27.0433873843 |
| 2004-10-01 | 27.5986307178 |
| 2004-11-01 | 27.6600635144 |
| 2004-12-01 | 27.8671446498 |
| 2005-01-01 | 27.7565677859 |
| 2005-02-01 | 27.9785118972 |
| 2005-03-01 | 28.2481498146 |
| 2005-04-01 | 28.4224830410 |
| 2005-05-01 | 28.5202454080 |
| 2005-06-01 | 28.6087242519 |
| 2005-07-01 | 28.7188229475 |
| 2005-08-01 | 28.7312459504 |
| 2005-09-01 | 28.7701756857 |
| 2005-10-01 | 28.9597604714 |
| 2005-11-01 | 29.3606819037 |
| 2005-12-01 | 29.7800053556 |
| 2006-01-01 | 29.6849887953 |
| 2006-02-01 | 29.7259135252 |
| 2006-03-01 | 29.9818455482 |
| 2006-04-01 | 30.1739496674 |
| 2006-05-01 | 30.4394200207 |
| 2006-06-01 | 30.6640329027 |
| 2006-07-01 | 30.9915641038 |
| 2006-08-01 | 31.3159394492 |
| 2006-09-01 | 31.4761032712 |
| 2006-10-01 | 31.7180938129 |
| 2006-11-01 | 32.0828689489 |
| 2006-12-01 | 32.4103071272 |
| 2007-01-01 | 32.3017015909 |
| 2007-02-01 | 32.6634003733 |
| 2007-03-01 | 32.5223363499 |
| 2007-04-01 | 33.2335852535 |
| 2007-05-01 | 33.6726979677 |
| 2007-06-01 | 34.0302695607 |
| 2007-07-01 | 34.3447689386 |
| 2007-08-01 | 34.8790413059 |
| 2007-09-01 | 35.1594185169 |
| 2007-10-01 | 35.6592684950 |
| 2007-11-01 | 36.0272347112 |
| 2007-12-01 | 36.5623158882 |
| 2008-01-01 | 37.3314395169 |
| 2008-02-01 | 37.3075546186 |
| 2008-03-01 | 36.8889599224 |
| 2008-04-01 | 37.7748099258 |
| 2008-05-01 | 37.9974437517 |
| 2008-06-01 | 37.9742702741 |
| 2008-07-01 | 38.6904004095 |
| 2008-08-01 | 38.4295511838 |
| 2008-09-01 | 38.6150437744 |
| 2008-10-01 | 39.0204814092 |
| 2008-11-01 | 38.4418567171 |
| 2008-12-01 | 38.4207525865 |
| 2009-01-01 | 37.9419835745 |
| 2009-02-01 | 37.5097872311 |
| 2009-03-01 | 37.3313361808 |
| 2009-04-01 | 36.9750480725 |
| 2009-05-01 | 36.4750485615 |
| 2009-06-01 | 36.4334203396 |
| 2009-07-01 | 36.2229305036 |
| 2009-08-01 | 36.0830243549 |
| 2009-09-01 | 36.2297880731 |
| 2009-10-01 | 36.2657513747 |
| 2009-11-01 | 36.3412080187 |
| 2009-12-01 | 36.5559826285 |
| 2010-01-01 | 36.9581047198 |
| 2010-02-01 | 37.5181901537 |
| 2010-03-01 | 37.6749939973 |
| 2010-04-01 | 37.6561432339 |
| 2010-05-01 | 38.2580368128 |
| 2010-06-01 | 38.5166225211 |
| 2010-07-01 | 38.8395429235 |
| 2010-08-01 | 39.2100622553 |
| 2010-09-01 | 39.5174745145 |
| 2010-10-01 | 39.7493991171 |
| 2010-11-01 | 40.0429516233 |
| 2010-12-01 | 40.4534762635 |
| 2011-01-01 | 40.8816383612 |
| 2011-02-01 | 41.1278872470 |
| 2011-03-01 | 41.6694185287 |
| 2011-04-01 | 42.1509923268 |
| 2011-05-01 | 42.5320358043 |
| 2011-06-01 | 42.8064652458 |
| 2011-07-01 | 43.3490837231 |
| 2011-08-01 | 43.7118283425 |
| 2011-09-01 | 44.2430660615 |
| 2011-10-01 | 44.5317454857 |
| 2011-11-01 | 45.0214201372 |
| 2011-12-01 | 45.4599225740 |
| 2012-01-01 | 46.1000729278 |
| 2012-02-01 | 47.1400252383 |
| 2012-03-01 | 47.6003989644 |
| 2012-04-01 | 48.2383694827 |
| 2012-05-01 | 48.8943467794 |
| 2012-06-01 | 49.6195074925 |
| 2012-07-01 | 50.0486737367 |
| 2012-08-01 | 50.5917652515 |
| 2012-09-01 | 50.9096884057 |
| 2012-10-01 | 51.2845167775 |
| 2012-11-01 | 51.6956896443 |
| 2012-12-01 | 51.7881658358 |
| 2013-01-01 | 51.3978195451 |
| 2013-02-01 | 51.3985628486 |
| 2013-03-01 | 51.9248912660 |
| 2013-04-01 | 52.1106986091 |
| 2013-05-01 | 52.1353870865 |
| 2013-06-01 | 52.6144970977 |
| 2013-07-01 | 52.9849315721 |
| 2013-08-01 | 53.3302731138 |
| 2013-09-01 | 53.4695868998 |
| 2013-10-01 | 53.9597261953 |
| 2013-11-01 | 54.4213761438 |
| 2013-12-01 | 54.9305647179 |
| 2014-01-01 | 55.5680414327 |
| 2014-02-01 | 55.9384497730 |
| 2014-03-01 | 56.4298321296 |
| 2014-04-01 | 56.9620396816 |
| 2014-05-01 | 57.8808950542 |
| 2014-06-01 | 58.5775110670 |
| 2014-07-01 | 58.9083832455 |
| 2014-08-01 | 59.5780359497 |
| 2014-09-01 | 60.2775397317 |
| 2014-10-01 | 60.7521489601 |
| 2014-11-01 | 61.7056457367 |
| 2014-12-01 | 62.5152032136 |
| 2015-01-01 | 63.0061002393 |
| 2015-02-01 | 63.5367193566 |
| 2015-03-01 | 63.9732317908 |
| 2015-04-01 | 64.3043431840 |
| 2015-05-01 | 64.5078557034 |
| 2015-06-01 | 64.6795002365 |
| 2015-07-01 | 64.8607804819 |
| 2015-08-01 | 65.1596073307 |
| 2015-09-01 | 65.3929745024 |
| 2015-10-01 | 65.5505277502 |
| 2015-11-01 | 65.5080817391 |
| 2015-12-01 | 65.4938555118 |
| 2016-01-01 | 66.5120813919 |
| 2016-02-01 | 66.4002699931 |
| 2016-03-01 | 66.7134381491 |
| 2016-04-01 | 67.5204190484 |
| 2016-05-01 | 67.7711331385 |
| 2016-06-01 | 68.0190192959 |
| 2016-07-01 | 68.5432826686 |
| 2016-08-01 | 68.6631977476 |
| 2016-09-01 | 69.0183198198 |
| 2016-10-01 | 69.0579920874 |
| 2016-11-01 | 68.9735974604 |
| 2016-12-01 | 68.9625290051 |
| 2017-01-01 | 69.3112026582 |
| 2017-02-01 | 69.7399077473 |
| 2017-03-01 | 70.0573691276 |
| 2017-04-01 | 70.0503065481 |
| 2017-05-01 | 70.2597531595 |
| 2017-06-01 | 70.3562140999 |
| 2017-07-01 | 70.6615622157 |
| 2017-08-01 | 70.8769186567 |
| 2017-09-01 | 70.9301815780 |
| 2017-10-01 | 72.1988515209 |
| 2017-11-01 | 72.8844976432 |
| 2017-12-01 | 72.6769386280 |
| 2018-01-01 | 73.2117610228 |
| 2018-02-01 | 73.4958220538 |
| 2018-03-01 | 73.7929268221 |
| 2018-04-01 | 74.4799358946 |
| 2018-05-01 | 75.2053921445 |
| 2018-06-01 | 75.7356402263 |
| 2018-07-01 | 76.0495501451 |
| 2018-08-01 | 76.6600755552 |
| 2018-09-01 | 77.0124431088 |
| 2018-10-01 | 77.6964174651 |
| 2018-11-01 | 78.1368521849 |
| 2018-12-01 | 78.5562853198 |
| 2019-01-01 | 80.1987116368 |
| 2019-02-01 | 79.9778469271 |
| 2019-03-01 | 80.4534005236 |
| 2019-04-01 | 80.9013400990 |
| 2019-05-01 | 81.2406899940 |
| 2019-06-01 | 81.9226959567 |
| 2019-07-01 | 82.9023549089 |
| 2019-08-01 | 83.6926110461 |
| 2019-09-01 | 83.9350404620 |
| 2019-10-01 | 84.1896621359 |
| 2019-11-01 | 84.8540738065 |
| 2019-12-01 | 85.1158375060 |
| 2020-01-01 | 85.3966701309 |
| 2020-02-01 | 85.6948666970 |
| 2020-03-01 | 85.8723949346 |
| 2020-04-01 | 85.1977974902 |
| 2020-05-01 | 85.2655739224 |
| 2020-06-01 | 85.2144978680 |
| 2020-07-01 | 84.6236932632 |
| 2020-08-01 | 84.8948900843 |
| 2020-09-01 | 85.8189210775 |
| 2020-10-01 | 85.6339723331 |
| 2020-11-01 | 86.5227785509 |
| 2020-12-01 | 87.7613950819 |
| 2021-01-01 | 88.5386736747 |
| 2021-02-01 | 89.2484650465 |
| 2021-03-01 | 90.6732669010 |
| 2021-04-01 | 91.4855869200 |
| 2021-05-01 | 92.3305188847 |
| 2021-06-01 | 94.0705682342 |
| 2021-07-01 | 95.0317920881 |
| 2021-08-01 | 96.1365637544 |
| 2021-09-01 | 98.1643473441 |
| 2021-10-01 | 100.0153571354 |
| 2021-11-01 | 101.1725908674 |
| 2021-12-01 | 102.6127039867 |
| 2022-01-01 | 103.6162840982 |
| 2022-02-01 | 105.3536705568 |
| 2022-03-01 | 107.0091836499 |
| 2022-04-01 | 109.9827278604 |
| 2022-05-01 | 112.0516450859 |
| 2022-06-01 | 112.6033868002 |
| 2022-07-01 | 116.3248377322 |
| 2022-08-01 | 117.8954093673 |
| 2022-09-01 | 118.5061732960 |
| 2022-10-01 | 120.3732661469 |
| 2022-11-01 | 121.5508382043 |
| 2022-12-01 | 120.6710186365 |
| 2023-01-01 | 123.5886137089 |
| 2023-02-01 | 124.3793311581 |
| 2023-03-01 | 124.1629882187 |
| 2023-04-01 | 124.9941553258 |
| 2023-05-01 | 125.1360122815 |
| 2023-06-01 | 123.4932266265 |
| 2023-07-01 | 124.6251330287 |
| 2023-08-01 | 124.6867433990 |
| 2023-09-01 | 123.8315274549 |
| 2023-10-01 | 124.8913866427 |
| 2023-11-01 | 125.3329572854 |
| 2023-12-01 | 122.4310141002 |
| 2024-01-01 | 124.2183668376 |
| 2024-02-01 | 124.3627355184 |
| 2024-03-01 | 121.3772999828 |
| 2024-04-01 | 123.2427317390 |
| 2024-05-01 | 123.4866125284 |
| 2024-06-01 | 124.0154726927 |
| 2024-07-01 | 123.3611380266 |
| 2024-08-01 | 124.4303850142 |
| 2024-09-01 | 124.3905220957 |
| 2024-10-01 | 125.4505315675 |
| 2024-11-01 | 125.4008850863 |
| 2024-12-01 | 124.9360380288 |
| 2025-01-01 | 126.1946773639 |
| 2025-02-01 | 125.8127802095 |
| 2025-03-01 | 126.4426727988 |
| 2025-04-01 | 126.5197194803 |
| 2025-05-01 | 126.2712419518 |
| 2025-06-01 | 125.6217854920 |
| 2025-07-01 | 126.5631811213 |
| 2025-08-01 | 125.5557795070 |
| 2025-09-01 | 125.1966172958 |
| 2025-10-01 | 123.4190485736 |
| 2025-11-01 | 123.1822979492 |
| 2025-12-01 | 126.1620481509 |
| 2026-01-01 | 122.9893628454 |
| 2026-02-01 | 124.6006396910 |
| 2026-03-01 | 127.4365665292 |
| 2026-04-01 | 125.2374630816 |
| 2026-05-01 | 125.2152727307 |
| 2026-06-01 | 128.5652360810 |
| 2026-07-01 | 125.4479998481 |
| 2026-08-01 | 125.5844849235 |