Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246054000001SA |
| 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 2026-03-01 |
| Last Updated | 2026-05-07 9:39 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 | 68.5531548144957 |
| 1990-02-01 | 69.1698514412664 |
| 1990-03-01 | 69.1736748382073 |
| 1990-04-01 | 69.6103451312578 |
| 1990-05-01 | 69.6985583344707 |
| 1990-06-01 | 70.5588055131247 |
| 1990-07-01 | 70.9297412628690 |
| 1990-08-01 | 71.2908864694570 |
| 1990-09-01 | 71.5307498707101 |
| 1990-10-01 | 71.5665102503898 |
| 1990-11-01 | 71.7896626931211 |
| 1990-12-01 | 71.7283514418794 |
| 1991-01-01 | 70.3524595198842 |
| 1991-02-01 | 70.6987743975456 |
| 1991-03-01 | 70.8035362007045 |
| 1991-04-01 | 70.0838923335743 |
| 1991-05-01 | 70.3619115298878 |
| 1991-06-01 | 70.8607043137218 |
| 1991-07-01 | 70.9451079306978 |
| 1991-08-01 | 71.0697107464478 |
| 1991-09-01 | 70.8994271411260 |
| 1991-10-01 | 71.0820067223154 |
| 1991-11-01 | 70.9945330381118 |
| 1991-12-01 | 71.0445450632622 |
| 1992-01-01 | 71.5374364843807 |
| 1992-02-01 | 71.8576163138680 |
| 1992-03-01 | 72.0274661261812 |
| 1992-04-01 | 71.9487919641178 |
| 1992-05-01 | 71.7065855486891 |
| 1992-06-01 | 71.2586753117311 |
| 1992-07-01 | 71.6924321244765 |
| 1992-08-01 | 71.0304619777526 |
| 1992-09-01 | 71.1842126894258 |
| 1992-10-01 | 73.0925853832005 |
| 1992-11-01 | 72.7765464750885 |
| 1992-12-01 | 72.6347823898829 |
| 1993-01-01 | 74.0576618203973 |
| 1993-02-01 | 74.5089567690417 |
| 1993-03-01 | 74.1374838280155 |
| 1993-04-01 | 75.8122545550835 |
| 1993-05-01 | 76.4558544523212 |
| 1993-06-01 | 76.3307397675182 |
| 1993-07-01 | 76.7767412062666 |
| 1993-08-01 | 77.0452894561661 |
| 1993-09-01 | 78.6500978562784 |
| 1993-10-01 | 78.5890868430869 |
| 1993-11-01 | 78.3032643673162 |
| 1993-12-01 | 78.4448697577133 |
| 1994-01-01 | 78.5992442272218 |
| 1994-02-01 | 78.3764202996495 |
| 1994-03-01 | 78.4437094722451 |
| 1994-04-01 | 79.8227133617295 |
| 1994-05-01 | 79.9312973210855 |
| 1994-06-01 | 80.4881470767793 |
| 1994-07-01 | 83.1990581284129 |
| 1994-08-01 | 83.5378410070940 |
| 1994-09-01 | 83.9685361372421 |
| 1994-10-01 | 83.6734093903923 |
| 1994-11-01 | 84.0240250714598 |
| 1994-12-01 | 83.9815781200625 |
| 1995-01-01 | 84.8951088756329 |
| 1995-02-01 | 86.6305333548644 |
| 1995-03-01 | 85.8465972841855 |
| 1995-04-01 | 85.2742799728306 |
| 1995-05-01 | 86.1721264290922 |
| 1995-06-01 | 86.9265726150984 |
| 1995-07-01 | 87.2874072013497 |
| 1995-08-01 | 88.5436355555785 |
| 1995-09-01 | 88.9448538866055 |
| 1995-10-01 | 90.0289980579234 |
| 1995-11-01 | 91.4534798743619 |
| 1995-12-01 | 91.9820312650966 |
| 1996-01-01 | 92.1678093368186 |
| 1996-02-01 | 93.4818591840170 |
| 1996-03-01 | 94.4521587569819 |
| 1996-04-01 | 97.1179799955676 |
| 1996-05-01 | 98.1118548590602 |
| 1996-06-01 | 98.4716883377169 |
| 1996-07-01 | 98.3473854964045 |
| 1996-08-01 | 98.8122517011161 |
| 1996-09-01 | 99.7563766208171 |
| 1996-10-01 | 101.5527423237100 |
| 1996-11-01 | 102.9271946945790 |
| 1996-12-01 | 103.9390339197970 |
| 1997-01-01 | 104.6930837906510 |
| 1997-02-01 | 105.1066965969800 |
| 1997-03-01 | 106.3554941664890 |
| 1997-04-01 | 107.9842981863900 |
| 1997-05-01 | 109.4714051722300 |
| 1997-06-01 | 111.2430323567870 |
| 1997-07-01 | 109.7097887636040 |
| 1997-08-01 | 111.0944338419950 |
| 1997-09-01 | 112.5689573725920 |
| 1997-10-01 | 112.7847841143830 |
| 1997-11-01 | 113.5984576588320 |
| 1997-12-01 | 114.7964596122310 |
| 1998-01-01 | 114.6078205840780 |
| 1998-02-01 | 115.7908454383370 |
| 1998-03-01 | 116.7831634045530 |
| 1998-04-01 | 117.0914437611160 |
| 1998-05-01 | 118.2218751940930 |
| 1998-06-01 | 118.9748169980170 |
| 1998-07-01 | 120.1233020755090 |
| 1998-08-01 | 120.8064459764430 |
| 1998-09-01 | 122.0434438290820 |
| 1998-10-01 | 121.0178060991780 |
| 1998-11-01 | 121.3647995109040 |
| 1998-12-01 | 122.7793507089310 |
| 1999-01-01 | 125.2610818624320 |
| 1999-02-01 | 126.2029973747120 |
| 1999-03-01 | 127.2724382552120 |
| 1999-04-01 | 125.2587029679690 |
| 1999-05-01 | 125.4136638612980 |
| 1999-06-01 | 126.0395110749400 |
| 1999-07-01 | 127.9031527409690 |
| 1999-08-01 | 128.5646161236130 |
| 1999-09-01 | 129.1340598358860 |
| 1999-10-01 | 130.1278266477130 |
| 1999-11-01 | 130.5593902302560 |
| 1999-12-01 | 131.4105973397280 |
| 2000-01-01 | 130.9251910670350 |
| 2000-02-01 | 131.5236718356490 |
| 2000-03-01 | 132.1315676001300 |
| 2000-04-01 | 133.3052151263000 |
| 2000-05-01 | 134.8851792110890 |
| 2000-06-01 | 137.7579907549500 |
| 2000-07-01 | 138.2913994736940 |
| 2000-08-01 | 139.5600077425660 |
| 2000-09-01 | 140.4946530533150 |
| 2000-10-01 | 140.7945698920340 |
| 2000-11-01 | 141.3606225747400 |
| 2000-12-01 | 141.7619024417210 |
| 2001-01-01 | 142.1875682551170 |
| 2001-02-01 | 142.7804574554380 |
| 2001-03-01 | 142.7106852065920 |
| 2001-04-01 | 141.6441812263500 |
| 2001-05-01 | 140.7043543896020 |
| 2001-06-01 | 139.8368825056080 |
| 2001-07-01 | 137.9502055914240 |
| 2001-08-01 | 136.8693321389450 |
| 2001-09-01 | 135.3296903771210 |
| 2001-10-01 | 133.7026519071910 |
| 2001-11-01 | 132.7451547651370 |
| 2001-12-01 | 131.3861627768580 |
| 2002-01-01 | 131.2677099742620 |
| 2002-02-01 | 130.1193502641000 |
| 2002-03-01 | 129.3656319535930 |
| 2002-04-01 | 127.4007629329530 |
| 2002-05-01 | 127.6565949580660 |
| 2002-06-01 | 126.9343368935520 |
| 2002-07-01 | 126.7734878614490 |
| 2002-08-01 | 126.0803266774300 |
| 2002-09-01 | 126.2408919786790 |
| 2002-10-01 | 125.3115767799580 |
| 2002-11-01 | 124.9211138102700 |
| 2002-12-01 | 124.3234899883210 |
| 2003-01-01 | 124.4709112169970 |
| 2003-02-01 | 123.9403487562070 |
| 2003-03-01 | 123.4160250205830 |
| 2003-04-01 | 124.0031029225840 |
| 2003-05-01 | 124.0096200053190 |
| 2003-06-01 | 123.6447386612100 |
| 2003-07-01 | 122.9715350905930 |
| 2003-08-01 | 123.5735495635310 |
| 2003-09-01 | 123.4341403073440 |
| 2003-10-01 | 124.3374439172880 |
| 2003-11-01 | 125.0529501575980 |
| 2003-12-01 | 125.8396553609780 |
| 2004-01-01 | 126.1595310934290 |
| 2004-02-01 | 126.6655240236060 |
| 2004-03-01 | 127.2357045499640 |
| 2004-04-01 | 127.7047521292630 |
| 2004-05-01 | 127.8397033736680 |
| 2004-06-01 | 128.1682990781390 |
| 2004-07-01 | 128.9827401526150 |
| 2004-08-01 | 129.0762357013850 |
| 2004-09-01 | 128.4875721624880 |
| 2004-10-01 | 130.4167899895550 |
| 2004-11-01 | 130.7309660779070 |
| 2004-12-01 | 131.3455843162010 |
| 2005-01-01 | 133.0606150273620 |
| 2005-02-01 | 133.3449634867250 |
| 2005-03-01 | 133.6839507816660 |
| 2005-04-01 | 134.6133362370390 |
| 2005-05-01 | 134.6035956476110 |
| 2005-06-01 | 135.3607438952110 |
| 2005-07-01 | 136.1226497789990 |
| 2005-08-01 | 135.7940094157530 |
| 2005-09-01 | 136.5740337262700 |
| 2005-10-01 | 138.7903471751640 |
| 2005-11-01 | 140.2306611711690 |
| 2005-12-01 | 140.1650225804730 |
| 2006-01-01 | 138.7263256553100 |
| 2006-02-01 | 139.2373491522020 |
| 2006-03-01 | 140.7708446100890 |
| 2006-04-01 | 140.7966498111430 |
| 2006-05-01 | 141.7380403725390 |
| 2006-06-01 | 142.7631460429100 |
| 2006-07-01 | 143.4381041775370 |
| 2006-08-01 | 144.7749369063170 |
| 2006-09-01 | 145.4127517543560 |
| 2006-10-01 | 145.7972032931780 |
| 2006-11-01 | 147.0817537179160 |
| 2006-12-01 | 147.8531409096230 |
| 2007-01-01 | 148.0051238405130 |
| 2007-02-01 | 149.5588777170140 |
| 2007-03-01 | 149.9201033228780 |
| 2007-04-01 | 150.9178872373230 |
| 2007-05-01 | 152.0388872420200 |
| 2007-06-01 | 152.9265503142080 |
| 2007-07-01 | 153.9106597975710 |
| 2007-08-01 | 155.0616642544250 |
| 2007-09-01 | 155.3763380614180 |
| 2007-10-01 | 156.1735936895470 |
| 2007-11-01 | 157.1850003213140 |
| 2007-12-01 | 157.9094110219260 |
| 2008-01-01 | 159.3803426514750 |
| 2008-02-01 | 160.1674818017320 |
| 2008-03-01 | 159.7801272023490 |
| 2008-04-01 | 161.0833745041790 |
| 2008-05-01 | 161.3559581241790 |
| 2008-06-01 | 161.1421194224290 |
| 2008-07-01 | 161.1392903885610 |
| 2008-08-01 | 160.6779927378290 |
| 2008-09-01 | 160.0984041502390 |
| 2008-10-01 | 159.7125089708010 |
| 2008-11-01 | 158.2884228501900 |
| 2008-12-01 | 157.6819206797230 |
| 2009-01-01 | 156.7466934234630 |
| 2009-02-01 | 155.3568067403420 |
| 2009-03-01 | 154.2999022875410 |
| 2009-04-01 | 153.3910217987580 |
| 2009-05-01 | 152.8968875130650 |
| 2009-06-01 | 152.5476504480150 |
| 2009-07-01 | 151.8037030768780 |
| 2009-08-01 | 151.3277464290890 |
| 2009-09-01 | 151.8293199859970 |
| 2009-10-01 | 151.9542853614300 |
| 2009-11-01 | 153.0539556690940 |
| 2009-12-01 | 152.8938844146800 |
| 2010-01-01 | 152.7865207449000 |
| 2010-02-01 | 153.2232945238980 |
| 2010-03-01 | 153.6220245029750 |
| 2010-04-01 | 153.9028446045290 |
| 2010-05-01 | 154.3261657234140 |
| 2010-06-01 | 154.7848642362000 |
| 2010-07-01 | 155.3087467932850 |
| 2010-08-01 | 155.7092645210800 |
| 2010-09-01 | 156.3366328654920 |
| 2010-10-01 | 156.4424445332500 |
| 2010-11-01 | 157.0387054300720 |
| 2010-12-01 | 157.5609307362080 |
| 2011-01-01 | 158.0206021791290 |
| 2011-02-01 | 158.5706791003880 |
| 2011-03-01 | 159.4197545512640 |
| 2011-04-01 | 160.4783754560460 |
| 2011-05-01 | 160.0859905527620 |
| 2011-06-01 | 160.3268681851380 |
| 2011-07-01 | 161.3330304369290 |
| 2011-08-01 | 161.5434080179360 |
| 2011-09-01 | 162.6996152772540 |
| 2011-10-01 | 162.4158385716490 |
| 2011-11-01 | 163.3054442771820 |
| 2011-12-01 | 164.4740027601780 |
| 2012-01-01 | 164.4589043458470 |
| 2012-02-01 | 166.4543101934880 |
| 2012-03-01 | 167.4411075306840 |
| 2012-04-01 | 168.3228158939620 |
| 2012-05-01 | 169.3950288309110 |
| 2012-06-01 | 169.9944231893040 |
| 2012-07-01 | 170.5206564802910 |
| 2012-08-01 | 171.7529429559300 |
| 2012-09-01 | 171.4323041904980 |
| 2012-10-01 | 172.4646082613420 |
| 2012-11-01 | 172.8615547901550 |
| 2012-12-01 | 172.8568709468280 |
| 2013-01-01 | 172.5593865708730 |
| 2013-02-01 | 172.4699699530990 |
| 2013-03-01 | 172.6703854006190 |
| 2013-04-01 | 174.2892922714720 |
| 2013-05-01 | 173.7935949277250 |
| 2013-06-01 | 174.6698672696800 |
| 2013-07-01 | 174.4950241592310 |
| 2013-08-01 | 175.1667479979920 |
| 2013-09-01 | 175.7243121787840 |
| 2013-10-01 | 176.9574406028500 |
| 2013-11-01 | 177.9615665460500 |
| 2013-12-01 | 178.3582956754140 |
| 2014-01-01 | 179.9340914495770 |
| 2014-02-01 | 180.7491920362430 |
| 2014-03-01 | 182.1442440215030 |
| 2014-04-01 | 183.1928554360910 |
| 2014-05-01 | 184.3569105369780 |
| 2014-06-01 | 185.2743975629680 |
| 2014-07-01 | 186.2606710776050 |
| 2014-08-01 | 187.7056352613820 |
| 2014-09-01 | 188.8037495823360 |
| 2014-10-01 | 189.7604181824890 |
| 2014-11-01 | 190.6517674930880 |
| 2014-12-01 | 191.8076328100700 |
| 2015-01-01 | 194.6178582401510 |
| 2015-02-01 | 195.5002397796220 |
| 2015-03-01 | 196.4613357453210 |
| 2015-04-01 | 197.7425694053250 |
| 2015-05-01 | 198.3520495687610 |
| 2015-06-01 | 199.5420585332930 |
| 2015-07-01 | 201.1256872631550 |
| 2015-08-01 | 201.8352183888480 |
| 2015-09-01 | 202.6509881468290 |
| 2015-10-01 | 203.5072157049260 |
| 2015-11-01 | 203.9730244192080 |
| 2015-12-01 | 204.8019849365630 |
| 2016-01-01 | 208.8192260361560 |
| 2016-02-01 | 209.1061807895580 |
| 2016-03-01 | 210.1621657160880 |
| 2016-04-01 | 210.5895918032940 |
| 2016-05-01 | 211.4625153885970 |
| 2016-06-01 | 212.4672738661350 |
| 2016-07-01 | 213.5567274230890 |
| 2016-08-01 | 213.9579207787490 |
| 2016-09-01 | 215.1261353592040 |
| 2016-10-01 | 214.9902600362760 |
| 2016-11-01 | 214.8139496040600 |
| 2016-12-01 | 215.4843167385280 |
| 2017-01-01 | 216.0160301387050 |
| 2017-02-01 | 216.3780273082380 |
| 2017-03-01 | 216.8546480101960 |
| 2017-04-01 | 217.0252215889280 |
| 2017-05-01 | 218.1018991205570 |
| 2017-06-01 | 218.5267798597220 |
| 2017-07-01 | 218.4171180326140 |
| 2017-08-01 | 219.0496488253740 |
| 2017-09-01 | 219.7155788748300 |
| 2017-10-01 | 220.9966699251010 |
| 2017-11-01 | 221.8518649110620 |
| 2017-12-01 | 222.0863688761370 |
| 2018-01-01 | 222.3986928841370 |
| 2018-02-01 | 223.3377875394790 |
| 2018-03-01 | 224.4461873382630 |
| 2018-04-01 | 224.6128091979040 |
| 2018-05-01 | 226.7442705452100 |
| 2018-06-01 | 228.1266117475700 |
| 2018-07-01 | 228.8376400538530 |
| 2018-08-01 | 230.0206144031190 |
| 2018-09-01 | 230.9239558809590 |
| 2018-10-01 | 231.5321103928590 |
| 2018-11-01 | 232.8032793757750 |
| 2018-12-01 | 234.2529366132810 |
| 2019-01-01 | 233.9905307500530 |
| 2019-02-01 | 234.7252965000410 |
| 2019-03-01 | 235.9531849650660 |
| 2019-04-01 | 237.0360377267450 |
| 2019-05-01 | 238.1024810086190 |
| 2019-06-01 | 239.5973230646850 |
| 2019-07-01 | 240.9866186997540 |
| 2019-08-01 | 242.4969242564440 |
| 2019-09-01 | 243.4436073186150 |
| 2019-10-01 | 245.5893919806520 |
| 2019-11-01 | 246.5025001897940 |
| 2019-12-01 | 247.1860497690840 |
| 2020-01-01 | 249.3703341924980 |
| 2020-02-01 | 250.4952349788210 |
| 2020-03-01 | 250.6026123019590 |
| 2020-04-01 | 241.4565515084620 |
| 2020-05-01 | 241.7113298261140 |
| 2020-06-01 | 241.4374706155980 |
| 2020-07-01 | 241.8318582142610 |
| 2020-08-01 | 242.3775138592510 |
| 2020-09-01 | 244.4569164392900 |
| 2020-10-01 | 243.5040674436920 |
| 2020-11-01 | 245.2971037776150 |
| 2020-12-01 | 248.2715166835700 |
| 2021-01-01 | 249.8690173548210 |
| 2021-02-01 | 251.8301379064840 |
| 2021-03-01 | 254.9056537957600 |
| 2021-04-01 | 257.3947856433640 |
| 2021-05-01 | 260.0788150306710 |
| 2021-06-01 | 263.2736344548610 |
| 2021-07-01 | 266.6503457125550 |
| 2021-08-01 | 269.0652679301490 |
| 2021-09-01 | 273.3678505513580 |
| 2021-10-01 | 276.7799367653440 |
| 2021-11-01 | 279.8506803875250 |
| 2021-12-01 | 283.1987182771710 |
| 2022-01-01 | 284.0735744190300 |
| 2022-02-01 | 287.5997851894590 |
| 2022-03-01 | 290.9583443660120 |
| 2022-04-01 | 295.9575049225970 |
| 2022-05-01 | 299.4040074552170 |
| 2022-06-01 | 301.0997174213620 |
| 2022-07-01 | 308.3300297408280 |
| 2022-08-01 | 311.5974912306240 |
| 2022-09-01 | 313.2294853601970 |
| 2022-10-01 | 316.7469410151420 |
| 2022-11-01 | 318.4947800030820 |
| 2022-12-01 | 317.5142220795320 |
| 2023-01-01 | 323.0432071367690 |
| 2023-02-01 | 324.3485691496370 |
| 2023-03-01 | 324.6538686645150 |
| 2023-04-01 | 323.8203956265960 |
| 2023-05-01 | 324.0360112240030 |
| 2023-06-01 | 322.3283209573010 |
| 2023-07-01 | 321.7085093932690 |
| 2023-08-01 | 321.3992465387010 |
| 2023-09-01 | 320.4552613480670 |
| 2023-10-01 | 320.6023687803920 |
| 2023-11-01 | 320.4113596521430 |
| 2023-12-01 | 317.7198950393150 |
| 2024-01-01 | 319.7240959969010 |
| 2024-02-01 | 319.7623406927010 |
| 2024-03-01 | 317.4313457664650 |
| 2024-04-01 | 318.5345906341150 |
| 2024-05-01 | 318.8886355881210 |
| 2024-06-01 | 320.2279302791770 |
| 2024-07-01 | 318.8619661933550 |
| 2024-08-01 | 319.6722812261690 |
| 2024-09-01 | 320.7219619787480 |
| 2024-10-01 | 320.4174438640760 |
| 2024-11-01 | 320.8441146427870 |
| 2024-12-01 | 320.8050588571250 |
| 2025-01-01 | 321.9158276219290 |
| 2025-02-01 | 321.9162069492830 |
| 2025-03-01 | 322.9146133307250 |
| 2025-04-01 | 323.5119048125910 |
| 2025-05-01 | 323.8257354970050 |
| 2025-06-01 | 323.1900914627140 |
| 2025-07-01 | 325.7206638478870 |
| 2025-08-01 | 324.9973794083430 |
| 2025-09-01 | 324.3989591849080 |
| 2025-10-01 | 324.1215521809150 |
| 2025-11-01 | 323.3729370017830 |
| 2025-12-01 | 326.5613127187670 |
| 2026-01-01 | 325.7278840118300 |
| 2026-02-01 | 326.9696579090260 |
| 2026-03-01 | 330.5197206212110 |