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 2026-09-01 |
| Last Updated | 2026-10-20 10:31 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 | 7.5447375669 |
| 1990-02-01 | 7.5833496832 |
| 1990-03-01 | 7.5987828821 |
| 1990-04-01 | 7.6191099606 |
| 1990-05-01 | 7.7454583179 |
| 1990-06-01 | 7.7789630968 |
| 1990-07-01 | 7.7524872481 |
| 1990-08-01 | 7.8735962033 |
| 1990-09-01 | 7.8795319407 |
| 1990-10-01 | 7.9122881375 |
| 1990-11-01 | 7.9058813633 |
| 1990-12-01 | 8.0020709075 |
| 1991-01-01 | 7.8439854620 |
| 1991-02-01 | 7.7808124394 |
| 1991-03-01 | 7.8044573267 |
| 1991-04-01 | 8.3228951547 |
| 1991-05-01 | 8.2510711198 |
| 1991-06-01 | 8.1807979486 |
| 1991-07-01 | 7.9504566904 |
| 1991-08-01 | 8.0716472304 |
| 1991-09-01 | 8.0785549641 |
| 1991-10-01 | 8.0157425241 |
| 1991-11-01 | 8.1045909487 |
| 1991-12-01 | 8.1045955709 |
| 1992-01-01 | 7.9402315321 |
| 1992-02-01 | 7.9782451140 |
| 1992-03-01 | 8.0161621773 |
| 1992-04-01 | 8.4111647563 |
| 1992-05-01 | 8.3543000412 |
| 1992-06-01 | 8.4866336348 |
| 1992-07-01 | 8.4471201241 |
| 1992-08-01 | 8.3655520140 |
| 1992-09-01 | 8.3759786619 |
| 1992-10-01 | 8.9139752949 |
| 1992-11-01 | 8.8968180596 |
| 1992-12-01 | 9.0045517715 |
| 1993-01-01 | 9.2418379771 |
| 1993-02-01 | 9.1727958536 |
| 1993-03-01 | 9.2255613262 |
| 1993-04-01 | 9.4065635247 |
| 1993-05-01 | 9.4593980052 |
| 1993-06-01 | 9.5895255353 |
| 1993-07-01 | 9.8498368061 |
| 1993-08-01 | 9.9644213244 |
| 1993-09-01 | 10.0834566970 |
| 1993-10-01 | 10.2101695778 |
| 1993-11-01 | 10.2885432366 |
| 1993-12-01 | 10.4053783145 |
| 1994-01-01 | 10.5347748694 |
| 1994-02-01 | 10.6693751161 |
| 1994-03-01 | 10.7447766472 |
| 1994-04-01 | 11.3005660064 |
| 1994-05-01 | 11.3650677659 |
| 1994-06-01 | 11.4996480904 |
| 1994-07-01 | 12.1566229524 |
| 1994-08-01 | 12.2546864088 |
| 1994-09-01 | 12.3845792339 |
| 1994-10-01 | 12.4050151455 |
| 1994-11-01 | 12.6789296339 |
| 1994-12-01 | 12.8048965765 |
| 1995-01-01 | 12.9275581355 |
| 1995-02-01 | 13.0700193955 |
| 1995-03-01 | 13.1657962627 |
| 1995-04-01 | 13.2872838389 |
| 1995-05-01 | 13.5657751043 |
| 1995-06-01 | 13.7083444166 |
| 1995-07-01 | 13.9613519365 |
| 1995-08-01 | 14.4366011696 |
| 1995-09-01 | 14.5754141064 |
| 1995-10-01 | 14.4103428881 |
| 1995-11-01 | 14.7878155483 |
| 1995-12-01 | 15.0056749417 |
| 1996-01-01 | 15.4130446204 |
| 1996-02-01 | 15.8830814939 |
| 1996-03-01 | 16.3841781862 |
| 1996-04-01 | 17.3727958399 |
| 1996-05-01 | 17.5707556202 |
| 1996-06-01 | 17.8311931690 |
| 1996-07-01 | 18.1669762546 |
| 1996-08-01 | 18.6153321695 |
| 1996-09-01 | 18.8695367681 |
| 1996-10-01 | 19.6996299022 |
| 1996-11-01 | 19.8881782635 |
| 1996-12-01 | 20.2920824372 |
| 1997-01-01 | 19.8084980058 |
| 1997-02-01 | 20.0019879015 |
| 1997-03-01 | 20.2996595593 |
| 1997-04-01 | 20.6441606719 |
| 1997-05-01 | 20.9781815406 |
| 1997-06-01 | 21.3433328921 |
| 1997-07-01 | 21.6528381390 |
| 1997-08-01 | 22.0906522660 |
| 1997-09-01 | 22.5651841860 |
| 1997-10-01 | 22.7048928208 |
| 1997-11-01 | 23.0259060462 |
| 1997-12-01 | 23.6918132974 |
| 1998-01-01 | 23.8005293845 |
| 1998-02-01 | 24.1057360668 |
| 1998-03-01 | 24.5086871031 |
| 1998-04-01 | 24.9160266221 |
| 1998-05-01 | 25.1958593862 |
| 1998-06-01 | 25.5640235790 |
| 1998-07-01 | 26.1403569536 |
| 1998-08-01 | 26.3613112749 |
| 1998-09-01 | 26.7712351443 |
| 1998-10-01 | 27.0989376317 |
| 1998-11-01 | 27.5632835363 |
| 1998-12-01 | 28.1781515921 |
| 1999-01-01 | 28.7026213252 |
| 1999-02-01 | 29.0833163072 |
| 1999-03-01 | 29.7157271728 |
| 1999-04-01 | 28.8951979661 |
| 1999-05-01 | 29.1286185784 |
| 1999-06-01 | 29.2813310803 |
| 1999-07-01 | 29.8339098813 |
| 1999-08-01 | 30.0335992707 |
| 1999-09-01 | 30.5028537203 |
| 1999-10-01 | 31.0839450507 |
| 1999-11-01 | 31.3781294957 |
| 1999-12-01 | 31.6528627197 |
| 2000-01-01 | 30.9067990833 |
| 2000-02-01 | 31.4436454072 |
| 2000-03-01 | 31.9244369828 |
| 2000-04-01 | 32.2775542240 |
| 2000-05-01 | 33.5568511864 |
| 2000-06-01 | 34.6137132186 |
| 2000-07-01 | 35.2749626664 |
| 2000-08-01 | 35.9241571214 |
| 2000-09-01 | 36.4824909768 |
| 2000-10-01 | 36.1230668191 |
| 2000-11-01 | 36.3275867763 |
| 2000-12-01 | 36.3977231252 |
| 2001-01-01 | 36.6173107929 |
| 2001-02-01 | 36.7039387897 |
| 2001-03-01 | 36.3546245950 |
| 2001-04-01 | 35.4681944509 |
| 2001-05-01 | 34.9660984338 |
| 2001-06-01 | 34.2361489873 |
| 2001-07-01 | 33.3155864747 |
| 2001-08-01 | 32.8506751404 |
| 2001-09-01 | 32.6322077893 |
| 2001-10-01 | 31.6909800788 |
| 2001-11-01 | 31.2598113704 |
| 2001-12-01 | 31.0744741853 |
| 2002-01-01 | 31.0241462363 |
| 2002-02-01 | 30.4227031411 |
| 2002-03-01 | 29.5645551961 |
| 2002-04-01 | 28.3695702694 |
| 2002-05-01 | 28.1231344975 |
| 2002-06-01 | 27.6403979713 |
| 2002-07-01 | 28.1443438848 |
| 2002-08-01 | 27.9937185929 |
| 2002-09-01 | 28.3631433393 |
| 2002-10-01 | 27.6730466781 |
| 2002-11-01 | 27.2799559484 |
| 2002-12-01 | 26.9305923490 |
| 2003-01-01 | 26.6255696938 |
| 2003-02-01 | 26.3681345273 |
| 2003-03-01 | 26.0803287258 |
| 2003-04-01 | 26.2762959440 |
| 2003-05-01 | 26.0097610633 |
| 2003-06-01 | 25.9822863286 |
| 2003-07-01 | 25.5394891572 |
| 2003-08-01 | 25.5174407765 |
| 2003-09-01 | 25.5888931490 |
| 2003-10-01 | 25.6506654823 |
| 2003-11-01 | 25.7875498905 |
| 2003-12-01 | 25.8655338975 |
| 2004-01-01 | 26.1407766813 |
| 2004-02-01 | 26.2230318916 |
| 2004-03-01 | 26.4081459146 |
| 2004-04-01 | 26.4847977549 |
| 2004-05-01 | 26.7068073983 |
| 2004-06-01 | 26.7388797219 |
| 2004-07-01 | 27.0435008455 |
| 2004-08-01 | 27.1358785170 |
| 2004-09-01 | 27.0437255771 |
| 2004-10-01 | 27.5986361278 |
| 2004-11-01 | 27.6600822492 |
| 2004-12-01 | 27.8671775723 |
| 2005-01-01 | 27.7566280421 |
| 2005-02-01 | 27.9785604222 |
| 2005-03-01 | 28.2481445566 |
| 2005-04-01 | 28.4223322218 |
| 2005-05-01 | 28.5201566217 |
| 2005-06-01 | 28.6086532046 |
| 2005-07-01 | 28.7187755319 |
| 2005-08-01 | 28.7312326300 |
| 2005-09-01 | 28.7703837016 |
| 2005-10-01 | 28.9597715612 |
| 2005-11-01 | 29.3606992879 |
| 2005-12-01 | 29.7800270939 |
| 2006-01-01 | 29.6850106803 |
| 2006-02-01 | 29.7259045881 |
| 2006-03-01 | 29.9818252725 |
| 2006-04-01 | 30.1738963107 |
| 2006-05-01 | 30.4393802514 |
| 2006-06-01 | 30.6639986550 |
| 2006-07-01 | 30.9915482092 |
| 2006-08-01 | 31.3159487922 |
| 2006-09-01 | 31.4761723402 |
| 2006-10-01 | 31.7181103370 |
| 2006-11-01 | 32.0828857063 |
| 2006-12-01 | 32.4103215260 |
| 2007-01-01 | 32.3017043253 |
| 2007-02-01 | 32.6633880494 |
| 2007-03-01 | 32.5223201002 |
| 2007-04-01 | 33.2335695696 |
| 2007-05-01 | 33.6726824195 |
| 2007-06-01 | 34.0302582656 |
| 2007-07-01 | 34.3447581730 |
| 2007-08-01 | 34.8790450147 |
| 2007-09-01 | 35.1594507937 |
| 2007-10-01 | 35.6592703177 |
| 2007-11-01 | 36.0272457613 |
| 2007-12-01 | 36.5623297749 |
| 2008-01-01 | 37.3314355228 |
| 2008-02-01 | 37.3075446424 |
| 2008-03-01 | 36.8889507155 |
| 2008-04-01 | 37.7748052100 |
| 2008-05-01 | 37.9974406898 |
| 2008-06-01 | 37.9742686765 |
| 2008-07-01 | 38.6903930065 |
| 2008-08-01 | 38.4295543780 |
| 2008-09-01 | 38.6150466435 |
| 2008-10-01 | 39.0204822564 |
| 2008-11-01 | 38.4418663397 |
| 2008-12-01 | 38.4207653715 |
| 2009-01-01 | 37.9419766579 |
| 2009-02-01 | 37.5097850098 |
| 2009-03-01 | 37.3313325088 |
| 2009-04-01 | 36.9750459483 |
| 2009-05-01 | 36.4750477259 |
| 2009-06-01 | 36.4334202949 |
| 2009-07-01 | 36.2229234422 |
| 2009-08-01 | 36.0830258069 |
| 2009-09-01 | 36.2297894790 |
| 2009-10-01 | 36.2657519550 |
| 2009-11-01 | 36.3412133663 |
| 2009-12-01 | 36.5559884143 |
| 2010-01-01 | 36.9580992123 |
| 2010-02-01 | 37.5181892851 |
| 2010-03-01 | 37.6749931612 |
| 2010-04-01 | 37.6561435377 |
| 2010-05-01 | 38.2580371632 |
| 2010-06-01 | 38.5166237473 |
| 2010-07-01 | 38.8395386331 |
| 2010-08-01 | 39.2100638306 |
| 2010-09-01 | 39.5174763037 |
| 2010-10-01 | 39.7493996331 |
| 2010-11-01 | 40.0429510800 |
| 2010-12-01 | 40.4534744920 |
| 2011-01-01 | 40.8816303035 |
| 2011-02-01 | 41.1278854127 |
| 2011-03-01 | 41.6694190287 |
| 2011-04-01 | 42.1510105953 |
| 2011-05-01 | 42.5320361213 |
| 2011-06-01 | 42.8064651398 |
| 2011-07-01 | 43.3490821352 |
| 2011-08-01 | 43.7118298632 |
| 2011-09-01 | 44.2430669275 |
| 2011-10-01 | 44.5317434059 |
| 2011-11-01 | 45.0214128778 |
| 2011-12-01 | 45.4599093891 |
| 2012-01-01 | 46.1000549817 |
| 2012-02-01 | 47.1400197507 |
| 2012-03-01 | 47.6004050010 |
| 2012-04-01 | 48.2384195988 |
| 2012-05-01 | 48.8943562506 |
| 2012-06-01 | 49.6195117608 |
| 2012-07-01 | 50.0486764056 |
| 2012-08-01 | 50.5917635308 |
| 2012-09-01 | 50.9096832950 |
| 2012-10-01 | 51.2845025486 |
| 2012-11-01 | 51.6956579965 |
| 2012-12-01 | 51.7881457144 |
| 2013-01-01 | 51.3977753480 |
| 2013-02-01 | 51.3985444459 |
| 2013-03-01 | 51.9248789136 |
| 2013-04-01 | 52.1108890976 |
| 2013-05-01 | 52.1353864524 |
| 2013-06-01 | 52.6145011082 |
| 2013-07-01 | 52.9849391953 |
| 2013-08-01 | 53.3302653288 |
| 2013-09-01 | 53.4695592806 |
| 2013-10-01 | 53.9596825598 |
| 2013-11-01 | 54.4213085767 |
| 2013-12-01 | 54.9305360778 |
| 2014-01-01 | 55.5679691823 |
| 2014-02-01 | 55.9384204740 |
| 2014-03-01 | 56.4298074649 |
| 2014-04-01 | 56.9623908740 |
| 2014-05-01 | 57.8808984388 |
| 2014-06-01 | 58.5775237984 |
| 2014-07-01 | 58.9084089358 |
| 2014-08-01 | 59.5780623624 |
| 2014-09-01 | 60.2774680290 |
| 2014-10-01 | 60.7519896756 |
| 2014-11-01 | 61.7055397065 |
| 2014-12-01 | 62.5152159505 |
| 2015-01-01 | 63.0059959293 |
| 2015-02-01 | 63.5366442184 |
| 2015-03-01 | 63.9731256897 |
| 2015-04-01 | 64.3048353388 |
| 2015-05-01 | 64.5078422636 |
| 2015-06-01 | 64.6795669751 |
| 2015-07-01 | 64.8609240159 |
| 2015-08-01 | 65.1597699097 |
| 2015-09-01 | 65.3928962583 |
| 2015-10-01 | 65.5502426516 |
| 2015-11-01 | 65.5079478562 |
| 2015-12-01 | 65.4939131236 |
| 2016-01-01 | 66.5118152918 |
| 2016-02-01 | 66.4001237041 |
| 2016-03-01 | 66.7131676294 |
| 2016-04-01 | 67.5207636390 |
| 2016-05-01 | 67.7711117286 |
| 2016-06-01 | 68.0192751269 |
| 2016-07-01 | 68.5437584142 |
| 2016-08-01 | 68.6637062559 |
| 2016-09-01 | 69.0183521739 |
| 2016-10-01 | 69.0575733055 |
| 2016-11-01 | 68.9733852337 |
| 2016-12-01 | 68.9626274909 |
| 2017-01-01 | 69.3106565919 |
| 2017-02-01 | 69.7394999224 |
| 2017-03-01 | 70.0568392495 |
| 2017-04-01 | 70.0503176801 |
| 2017-05-01 | 70.2592954266 |
| 2017-06-01 | 70.3558824912 |
| 2017-07-01 | 70.6650542010 |
| 2017-08-01 | 70.8767590157 |
| 2017-09-01 | 70.9308410984 |
| 2017-10-01 | 72.1980820747 |
| 2017-11-01 | 72.8840570374 |
| 2017-12-01 | 72.6767901091 |
| 2018-01-01 | 73.2107864912 |
| 2018-02-01 | 73.4950610261 |
| 2018-03-01 | 73.7920454986 |
| 2018-04-01 | 74.4794027526 |
| 2018-05-01 | 75.2045281909 |
| 2018-06-01 | 75.7348066853 |
| 2018-07-01 | 76.0567340650 |
| 2018-08-01 | 76.6593553541 |
| 2018-09-01 | 77.0139717585 |
| 2018-10-01 | 77.6952274863 |
| 2018-11-01 | 78.1360399623 |
| 2018-12-01 | 78.5556538268 |
| 2019-01-01 | 80.1971357413 |
| 2019-02-01 | 79.9764637022 |
| 2019-03-01 | 80.4519964429 |
| 2019-04-01 | 80.9001705433 |
| 2019-05-01 | 81.2393286050 |
| 2019-06-01 | 81.9217887644 |
| 2019-07-01 | 82.9138833154 |
| 2019-08-01 | 83.6911660773 |
| 2019-09-01 | 83.9376655013 |
| 2019-10-01 | 84.1881611212 |
| 2019-11-01 | 84.8528993937 |
| 2019-12-01 | 85.1140037632 |
| 2020-01-01 | 85.3943821133 |
| 2020-02-01 | 85.6928629132 |
| 2020-03-01 | 85.8703884044 |
| 2020-04-01 | 85.1959412290 |
| 2020-05-01 | 85.2638849434 |
| 2020-06-01 | 85.2161238566 |
| 2020-07-01 | 84.6358320709 |
| 2020-08-01 | 84.8936841759 |
| 2020-09-01 | 85.8221024206 |
| 2020-10-01 | 85.6332066094 |
| 2020-11-01 | 86.5221722319 |
| 2020-12-01 | 87.7556752534 |
| 2021-01-01 | 88.5369807541 |
| 2021-02-01 | 89.2467588433 |
| 2021-03-01 | 90.6663600960 |
| 2021-04-01 | 91.4837731488 |
| 2021-05-01 | 92.3291652880 |
| 2021-06-01 | 94.0761583382 |
| 2021-07-01 | 95.0471113531 |
| 2021-08-01 | 96.1372116076 |
| 2021-09-01 | 98.1697391823 |
| 2021-10-01 | 100.0156066262 |
| 2021-11-01 | 101.1722800844 |
| 2021-12-01 | 102.6003587814 |
| 2022-01-01 | 103.6128697750 |
| 2022-02-01 | 105.3488327547 |
| 2022-03-01 | 106.9917642059 |
| 2022-04-01 | 109.9786315641 |
| 2022-05-01 | 112.0519467990 |
| 2022-06-01 | 112.6196353035 |
| 2022-07-01 | 116.3477660887 |
| 2022-08-01 | 117.9064567473 |
| 2022-09-01 | 118.5181622153 |
| 2022-10-01 | 120.3757690866 |
| 2022-11-01 | 121.5484590672 |
| 2022-12-01 | 120.6454881189 |
| 2023-01-01 | 123.5826654111 |
| 2023-02-01 | 124.3591392850 |
| 2023-03-01 | 124.1253460047 |
| 2023-04-01 | 124.9823558330 |
| 2023-05-01 | 125.1384696515 |
| 2023-06-01 | 123.5227592519 |
| 2023-07-01 | 124.6672403348 |
| 2023-08-01 | 124.7354567964 |
| 2023-09-01 | 123.8516088618 |
| 2023-10-01 | 124.8855357139 |
| 2023-11-01 | 125.3374959480 |
| 2023-12-01 | 122.3830654558 |
| 2024-01-01 | 124.1994108337 |
| 2024-02-01 | 124.3233960609 |
| 2024-03-01 | 121.3142087934 |
| 2024-04-01 | 123.2188517940 |
| 2024-05-01 | 123.4984284707 |
| 2024-06-01 | 124.0631597658 |
| 2024-07-01 | 123.4361132864 |
| 2024-08-01 | 124.5402027485 |
| 2024-09-01 | 124.3723134969 |
| 2024-10-01 | 125.4359321959 |
| 2024-11-01 | 125.4168495468 |
| 2024-12-01 | 124.8624816258 |
| 2025-01-01 | 126.1649718475 |
| 2025-02-01 | 125.7568385484 |
| 2025-03-01 | 126.3487067933 |
| 2025-04-01 | 126.4839271494 |
| 2025-05-01 | 126.2957990391 |
| 2025-06-01 | 125.6855291218 |
| 2025-07-01 | 126.6835825978 |
| 2025-08-01 | 125.7371486047 |
| 2025-09-01 | 125.1109305129 |
| 2025-10-01 | 123.3936080988 |
| 2025-11-01 | 123.2140631313 |
| 2025-12-01 | 126.0673351954 |
| 2026-01-01 | 122.9479405562 |
| 2026-02-01 | 124.5369278918 |
| 2026-03-01 | 127.3214897625 |
| 2026-04-01 | 125.1961978991 |
| 2026-05-01 | 125.2576002157 |
| 2026-06-01 | 128.6494301598 |
| 2026-07-01 | 125.6087895236 |
| 2026-08-01 | 125.8266146100 |
| 2026-09-01 | 128.3103191968 |