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 2026-04-01 |
| Last Updated | 2026-05-26 12:52 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 | 68.5531634411276 |
| 1990-02-01 | 69.1698836713398 |
| 1990-03-01 | 69.1736297353765 |
| 1990-04-01 | 69.6104152380519 |
| 1990-05-01 | 69.6986231963908 |
| 1990-06-01 | 70.5587781444149 |
| 1990-07-01 | 70.9295463854471 |
| 1990-08-01 | 71.2907762738104 |
| 1990-09-01 | 71.5310421655231 |
| 1990-10-01 | 71.5665416880241 |
| 1990-11-01 | 71.7896639241980 |
| 1990-12-01 | 71.7282257618484 |
| 1991-01-01 | 70.3524516809071 |
| 1991-02-01 | 70.6987895891084 |
| 1991-03-01 | 70.8034773686478 |
| 1991-04-01 | 70.0840282870309 |
| 1991-05-01 | 70.3619935919435 |
| 1991-06-01 | 70.8607231817626 |
| 1991-07-01 | 70.9448812386460 |
| 1991-08-01 | 71.0695765244121 |
| 1991-09-01 | 70.8996962889164 |
| 1991-10-01 | 71.0820343541681 |
| 1991-11-01 | 70.9945173681806 |
| 1991-12-01 | 71.0444236229482 |
| 1992-01-01 | 71.5373904222362 |
| 1992-02-01 | 71.8575926154438 |
| 1992-03-01 | 72.0273878074575 |
| 1992-04-01 | 71.9490530554950 |
| 1992-05-01 | 71.7067019827425 |
| 1992-06-01 | 71.2587648312573 |
| 1992-07-01 | 71.6921788509275 |
| 1992-08-01 | 71.0302986536839 |
| 1992-09-01 | 71.1844592375362 |
| 1992-10-01 | 73.0926096883965 |
| 1992-11-01 | 72.7764699087530 |
| 1992-12-01 | 72.6346676684091 |
| 1993-01-01 | 74.0575813515291 |
| 1993-02-01 | 74.5088333103332 |
| 1993-03-01 | 74.1372899427725 |
| 1993-04-01 | 75.8127586832959 |
| 1993-05-01 | 76.4560636015283 |
| 1993-06-01 | 76.3309366712618 |
| 1993-07-01 | 76.7764590375086 |
| 1993-08-01 | 77.0451045185433 |
| 1993-09-01 | 78.6503260772355 |
| 1993-10-01 | 78.5890819550829 |
| 1993-11-01 | 78.3031042990447 |
| 1993-12-01 | 78.4447415106638 |
| 1994-01-01 | 78.5991207613749 |
| 1994-02-01 | 78.3761884642790 |
| 1994-03-01 | 78.4433941609768 |
| 1994-04-01 | 79.8234267194295 |
| 1994-05-01 | 79.9316148813539 |
| 1994-06-01 | 80.4884338038060 |
| 1994-07-01 | 83.1988267673418 |
| 1994-08-01 | 83.5376627727805 |
| 1994-09-01 | 83.9687071113236 |
| 1994-10-01 | 83.6733828379559 |
| 1994-11-01 | 84.0237775847133 |
| 1994-12-01 | 83.9814126465795 |
| 1995-01-01 | 84.8949424014297 |
| 1995-02-01 | 86.6301756134004 |
| 1995-03-01 | 85.8461397503758 |
| 1995-04-01 | 85.2751671216310 |
| 1995-05-01 | 86.1725521460511 |
| 1995-06-01 | 86.9269540570201 |
| 1995-07-01 | 87.2872581705333 |
| 1995-08-01 | 88.5435192029409 |
| 1995-09-01 | 88.9449533506702 |
| 1995-10-01 | 90.0289574288290 |
| 1995-11-01 | 91.4531492735075 |
| 1995-12-01 | 91.9818207518881 |
| 1996-01-01 | 92.1675481114483 |
| 1996-02-01 | 93.4814676463393 |
| 1996-03-01 | 94.4516865285473 |
| 1996-04-01 | 97.1189564598184 |
| 1996-05-01 | 98.1122991151577 |
| 1996-06-01 | 98.4721449579109 |
| 1996-07-01 | 98.3473343323070 |
| 1996-08-01 | 98.8122262786615 |
| 1996-09-01 | 99.7564267980161 |
| 1996-10-01 | 101.5527198690600 |
| 1996-11-01 | 102.9267855926310 |
| 1996-12-01 | 103.9387742133110 |
| 1997-01-01 | 104.6927444977610 |
| 1997-02-01 | 105.1063065998470 |
| 1997-03-01 | 106.3550230835210 |
| 1997-04-01 | 107.9852642423290 |
| 1997-05-01 | 109.4718038724600 |
| 1997-06-01 | 111.2435263051020 |
| 1997-07-01 | 109.7097783014330 |
| 1997-08-01 | 111.0944918411960 |
| 1997-09-01 | 112.5690125989290 |
| 1997-10-01 | 112.7847724799200 |
| 1997-11-01 | 113.5980302422010 |
| 1997-12-01 | 114.7961762271370 |
| 1998-01-01 | 114.6074121218250 |
| 1998-02-01 | 115.7905714761390 |
| 1998-03-01 | 116.7828801086920 |
| 1998-04-01 | 117.0921944758270 |
| 1998-05-01 | 118.2221228970490 |
| 1998-06-01 | 118.9752710715050 |
| 1998-07-01 | 120.1232890526220 |
| 1998-08-01 | 120.8065316463110 |
| 1998-09-01 | 122.0435256368360 |
| 1998-10-01 | 121.0178199954800 |
| 1998-11-01 | 121.3644411889710 |
| 1998-12-01 | 122.7790741046990 |
| 1999-01-01 | 125.2606838960860 |
| 1999-02-01 | 126.2028511128940 |
| 1999-03-01 | 127.2723378834640 |
| 1999-04-01 | 125.2592212715300 |
| 1999-05-01 | 125.4137647573750 |
| 1999-06-01 | 126.0398963645690 |
| 1999-07-01 | 127.9030829562710 |
| 1999-08-01 | 128.5646838919390 |
| 1999-09-01 | 129.1341506685210 |
| 1999-10-01 | 130.1278667819600 |
| 1999-11-01 | 130.5591185695560 |
| 1999-12-01 | 131.4103854290610 |
| 2000-01-01 | 130.9248251327540 |
| 2000-02-01 | 131.5236551888290 |
| 2000-03-01 | 132.1316582173140 |
| 2000-04-01 | 133.3055359549950 |
| 2000-05-01 | 134.8851239727250 |
| 2000-06-01 | 137.7583042773500 |
| 2000-07-01 | 138.2912732803570 |
| 2000-08-01 | 139.5600429737010 |
| 2000-09-01 | 140.4947316577050 |
| 2000-10-01 | 140.7946223741170 |
| 2000-11-01 | 141.3604428296870 |
| 2000-12-01 | 141.7617653439760 |
| 2001-01-01 | 142.1873292651520 |
| 2001-02-01 | 142.7804702701850 |
| 2001-03-01 | 142.7107652705920 |
| 2001-04-01 | 141.6444131297360 |
| 2001-05-01 | 140.7042840289950 |
| 2001-06-01 | 139.8370724462430 |
| 2001-07-01 | 137.9500947794380 |
| 2001-08-01 | 136.8693350936370 |
| 2001-09-01 | 135.3297262735910 |
| 2001-10-01 | 133.7026793681480 |
| 2001-11-01 | 132.7450721564220 |
| 2001-12-01 | 131.3860994499050 |
| 2002-01-01 | 131.2676047164510 |
| 2002-02-01 | 130.1193634465370 |
| 2002-03-01 | 129.3656776310620 |
| 2002-04-01 | 127.4008821094380 |
| 2002-05-01 | 127.6565595306400 |
| 2002-06-01 | 126.9344233803980 |
| 2002-07-01 | 126.7734243628140 |
| 2002-08-01 | 126.0803147964500 |
| 2002-09-01 | 126.2408927676050 |
| 2002-10-01 | 125.3115742505730 |
| 2002-11-01 | 124.9211016395260 |
| 2002-12-01 | 124.3234570987110 |
| 2003-01-01 | 124.4708995434420 |
| 2003-02-01 | 123.9403468782020 |
| 2003-03-01 | 123.4160387234470 |
| 2003-04-01 | 124.0031384610340 |
| 2003-05-01 | 124.0096295317190 |
| 2003-06-01 | 123.6447566750470 |
| 2003-07-01 | 122.9715226728050 |
| 2003-08-01 | 123.5735367640240 |
| 2003-09-01 | 123.4341360605510 |
| 2003-10-01 | 124.3374387758150 |
| 2003-11-01 | 125.0529465681070 |
| 2003-12-01 | 125.8396421988660 |
| 2004-01-01 | 126.1595335322280 |
| 2004-02-01 | 126.6655240842710 |
| 2004-03-01 | 127.2357089528410 |
| 2004-04-01 | 127.7047697388640 |
| 2004-05-01 | 127.8397074445100 |
| 2004-06-01 | 128.1682992726400 |
| 2004-07-01 | 128.9827364268330 |
| 2004-08-01 | 129.0762299217320 |
| 2004-09-01 | 128.4875710128810 |
| 2004-10-01 | 130.4167862784430 |
| 2004-11-01 | 130.7309648853860 |
| 2004-12-01 | 131.3455790351520 |
| 2005-01-01 | 133.0606212612100 |
| 2005-02-01 | 133.3449632303860 |
| 2005-03-01 | 133.6839518092260 |
| 2005-04-01 | 134.6133422811320 |
| 2005-05-01 | 134.6035952160370 |
| 2005-06-01 | 135.3607432196460 |
| 2005-07-01 | 136.1226485718960 |
| 2005-08-01 | 135.7940079872640 |
| 2005-09-01 | 136.5740353986480 |
| 2005-10-01 | 138.7903453668760 |
| 2005-11-01 | 140.2306590412850 |
| 2005-12-01 | 140.1650196817600 |
| 2006-01-01 | 138.7263304787140 |
| 2006-02-01 | 139.2373484896980 |
| 2006-03-01 | 140.7708464179710 |
| 2006-04-01 | 140.7966502087320 |
| 2006-05-01 | 141.7380403482300 |
| 2006-06-01 | 142.7631453834690 |
| 2006-07-01 | 143.4381031021210 |
| 2006-08-01 | 144.7749362050770 |
| 2006-09-01 | 145.4127533715760 |
| 2006-10-01 | 145.7972028431370 |
| 2006-11-01 | 147.0817524582910 |
| 2006-12-01 | 147.8531388307310 |
| 2007-01-01 | 148.0051282798600 |
| 2007-02-01 | 149.5588768808760 |
| 2007-03-01 | 149.9201044911660 |
| 2007-04-01 | 150.9178866610650 |
| 2007-05-01 | 152.0388863795550 |
| 2007-06-01 | 152.9265493046100 |
| 2007-07-01 | 153.9106591704710 |
| 2007-08-01 | 155.0616647308260 |
| 2007-09-01 | 155.3763392284080 |
| 2007-10-01 | 156.1735944852820 |
| 2007-11-01 | 157.1849998360880 |
| 2007-12-01 | 157.9094096205010 |
| 2008-01-01 | 159.3803451714890 |
| 2008-02-01 | 160.1674811323890 |
| 2008-03-01 | 159.7801276581340 |
| 2008-04-01 | 161.0833734092390 |
| 2008-05-01 | 161.3559565241780 |
| 2008-06-01 | 161.1421178024350 |
| 2008-07-01 | 161.1392896639810 |
| 2008-08-01 | 160.6779936962880 |
| 2008-09-01 | 160.0984083205810 |
| 2008-10-01 | 159.7125110538070 |
| 2008-11-01 | 158.2884228871840 |
| 2008-12-01 | 157.6819200601110 |
| 2009-01-01 | 156.7466914465510 |
| 2009-02-01 | 155.3568064459770 |
| 2009-03-01 | 154.2999018143440 |
| 2009-04-01 | 153.3910198511140 |
| 2009-05-01 | 152.8968854355490 |
| 2009-06-01 | 152.5476488759430 |
| 2009-07-01 | 151.8037025380680 |
| 2009-08-01 | 151.3277454822350 |
| 2009-09-01 | 151.8293359795300 |
| 2009-10-01 | 151.9542866406560 |
| 2009-11-01 | 153.0539536626250 |
| 2009-12-01 | 152.8938820156780 |
| 2010-01-01 | 152.7865135917400 |
| 2010-02-01 | 153.2232928488280 |
| 2010-03-01 | 153.6220223968000 |
| 2010-04-01 | 153.9028425524040 |
| 2010-05-01 | 154.3261637947540 |
| 2010-06-01 | 154.7848634240250 |
| 2010-07-01 | 155.3087494976210 |
| 2010-08-01 | 155.7092658925830 |
| 2010-09-01 | 156.3366651318950 |
| 2010-10-01 | 156.4424446391800 |
| 2010-11-01 | 157.0386966905340 |
| 2010-12-01 | 157.5609194580070 |
| 2011-01-01 | 158.0205850843560 |
| 2011-02-01 | 158.5706737751340 |
| 2011-03-01 | 159.4197523025420 |
| 2011-04-01 | 160.4783751743480 |
| 2011-05-01 | 160.0859907060920 |
| 2011-06-01 | 160.3268718018430 |
| 2011-07-01 | 161.3330417458860 |
| 2011-08-01 | 161.5434166846020 |
| 2011-09-01 | 162.6996686603610 |
| 2011-10-01 | 162.4158466435460 |
| 2011-11-01 | 163.3054198467250 |
| 2011-12-01 | 164.4739515588450 |
| 2012-01-01 | 164.4588708582660 |
| 2012-02-01 | 166.4543088433120 |
| 2012-03-01 | 167.4411099518180 |
| 2012-04-01 | 168.3228219852970 |
| 2012-05-01 | 169.3950357194650 |
| 2012-06-01 | 169.9944364607580 |
| 2012-07-01 | 170.5206827225580 |
| 2012-08-01 | 171.7529666764290 |
| 2012-09-01 | 171.4323754745170 |
| 2012-10-01 | 172.4646354504180 |
| 2012-11-01 | 172.8615101698820 |
| 2012-12-01 | 172.8567367893480 |
| 2013-01-01 | 172.5593224829410 |
| 2013-02-01 | 172.4699857593670 |
| 2013-03-01 | 172.6704025470900 |
| 2013-04-01 | 174.2893134297780 |
| 2013-05-01 | 173.7936182218180 |
| 2013-06-01 | 174.6698976071420 |
| 2013-07-01 | 174.4950673384730 |
| 2013-08-01 | 175.1667895827180 |
| 2013-09-01 | 175.7243995849870 |
| 2013-10-01 | 176.9574820921620 |
| 2013-11-01 | 177.9614888499340 |
| 2013-12-01 | 178.3580559238890 |
| 2014-01-01 | 179.9339825389480 |
| 2014-02-01 | 180.7492242216620 |
| 2014-03-01 | 182.1442882234820 |
| 2014-04-01 | 183.1929096585940 |
| 2014-05-01 | 184.3569650887890 |
| 2014-06-01 | 185.2744549023750 |
| 2014-07-01 | 186.2607428201880 |
| 2014-08-01 | 187.7057220653340 |
| 2014-09-01 | 188.8038725951050 |
| 2014-10-01 | 189.7604754780920 |
| 2014-11-01 | 190.6516339434650 |
| 2014-12-01 | 191.8072493444990 |
| 2015-01-01 | 194.6176274021790 |
| 2015-02-01 | 195.5001928080070 |
| 2015-03-01 | 196.4613257439070 |
| 2015-04-01 | 197.7428655015840 |
| 2015-05-01 | 198.3521215422950 |
| 2015-06-01 | 199.5421852082850 |
| 2015-07-01 | 201.1258667305710 |
| 2015-08-01 | 201.8354259529660 |
| 2015-09-01 | 202.6512030084690 |
| 2015-10-01 | 203.5073338278850 |
| 2015-11-01 | 203.9728715501940 |
| 2015-12-01 | 204.8010626545530 |
| 2016-01-01 | 208.8188007358120 |
| 2016-02-01 | 209.1059442366750 |
| 2016-03-01 | 210.1620403819000 |
| 2016-04-01 | 210.5901923824470 |
| 2016-05-01 | 211.4627203122170 |
| 2016-06-01 | 212.4676206073680 |
| 2016-07-01 | 213.5571652219400 |
| 2016-08-01 | 213.9584344295570 |
| 2016-09-01 | 215.1266305046600 |
| 2016-10-01 | 214.9904926172700 |
| 2016-11-01 | 214.8136504825050 |
| 2016-12-01 | 215.4826132395790 |
| 2017-01-01 | 216.0151391925390 |
| 2017-02-01 | 216.3771889798010 |
| 2017-03-01 | 216.8537117140860 |
| 2017-04-01 | 217.0267139699380 |
| 2017-05-01 | 218.1025454125270 |
| 2017-06-01 | 218.5276270713330 |
| 2017-07-01 | 218.4181280673060 |
| 2017-08-01 | 219.0506633279520 |
| 2017-09-01 | 219.7166639085000 |
| 2017-10-01 | 220.9970697012290 |
| 2017-11-01 | 221.8516008661660 |
| 2017-12-01 | 222.0822246162260 |
| 2018-01-01 | 222.3974463333530 |
| 2018-02-01 | 223.3363014318450 |
| 2018-03-01 | 224.4443197286780 |
| 2018-04-01 | 224.6150114610260 |
| 2018-05-01 | 226.7456431737760 |
| 2018-06-01 | 228.1283738284130 |
| 2018-07-01 | 228.8396794970840 |
| 2018-08-01 | 230.0224640267190 |
| 2018-09-01 | 230.9258501025240 |
| 2018-10-01 | 231.5328751788510 |
| 2018-11-01 | 232.8035048289180 |
| 2018-12-01 | 234.2446637243240 |
| 2019-01-01 | 233.9887088121450 |
| 2019-02-01 | 234.7231039692640 |
| 2019-03-01 | 235.9501958706380 |
| 2019-04-01 | 237.0387192069380 |
| 2019-05-01 | 238.1038998067000 |
| 2019-06-01 | 239.5996914550220 |
| 2019-07-01 | 240.9933419620630 |
| 2019-08-01 | 242.4985744781650 |
| 2019-09-01 | 243.4459261257830 |
| 2019-10-01 | 245.5907118261770 |
| 2019-11-01 | 246.5037193595330 |
| 2019-12-01 | 247.1725969312870 |
| 2020-01-01 | 249.3679754803770 |
| 2020-02-01 | 250.4923175208730 |
| 2020-03-01 | 250.5984725693420 |
| 2020-04-01 | 241.4581465529010 |
| 2020-05-01 | 241.7124116391650 |
| 2020-06-01 | 241.4407718987770 |
| 2020-07-01 | 241.8438693606630 |
| 2020-08-01 | 242.3794038647660 |
| 2020-09-01 | 244.4600084015080 |
| 2020-10-01 | 243.5065896030180 |
| 2020-11-01 | 245.2990289689260 |
| 2020-12-01 | 248.2531592137810 |
| 2021-01-01 | 249.8663649230980 |
| 2021-02-01 | 251.8279122033950 |
| 2021-03-01 | 254.8920052577190 |
| 2021-04-01 | 257.3977500842530 |
| 2021-05-01 | 260.0819695179960 |
| 2021-06-01 | 263.2774383571620 |
| 2021-07-01 | 266.6716180248920 |
| 2021-08-01 | 269.0699715562980 |
| 2021-09-01 | 273.3732739840930 |
| 2021-10-01 | 276.7839258119470 |
| 2021-11-01 | 279.8522134008240 |
| 2021-12-01 | 283.1724418527480 |
| 2022-01-01 | 284.0670851120140 |
| 2022-02-01 | 287.5949793319680 |
| 2022-03-01 | 290.9314246895020 |
| 2022-04-01 | 295.9619891621020 |
| 2022-05-01 | 299.4103985556960 |
| 2022-06-01 | 301.1031994288300 |
| 2022-07-01 | 308.3735425379880 |
| 2022-08-01 | 311.6078589437960 |
| 2022-09-01 | 313.2389192577490 |
| 2022-10-01 | 316.7504613974080 |
| 2022-11-01 | 318.4973317966690 |
| 2022-12-01 | 317.4848406130570 |
| 2023-01-01 | 323.0194576337460 |
| 2023-02-01 | 324.3172011192760 |
| 2023-03-01 | 324.6257244926940 |
| 2023-04-01 | 323.8327261152330 |
| 2023-05-01 | 324.0476648426550 |
| 2023-06-01 | 322.3215161794830 |
| 2023-07-01 | 321.7845864924100 |
| 2023-08-01 | 321.4213597103310 |
| 2023-09-01 | 320.4656370569620 |
| 2023-10-01 | 320.6090818461050 |
| 2023-11-01 | 320.4152893197940 |
| 2023-12-01 | 317.6921731647870 |
| 2024-01-01 | 319.6812598840020 |
| 2024-02-01 | 319.6948349042060 |
| 2024-03-01 | 317.3895948368930 |
| 2024-04-01 | 318.5705060099220 |
| 2024-05-01 | 318.9050897600420 |
| 2024-06-01 | 320.2106105617110 |
| 2024-07-01 | 318.9690413201260 |
| 2024-08-01 | 319.7080285086580 |
| 2024-09-01 | 320.7323135274880 |
| 2024-10-01 | 320.4278458841890 |
| 2024-11-01 | 320.8512534552150 |
| 2024-12-01 | 320.7812000830930 |
| 2025-01-01 | 321.8531841885700 |
| 2025-02-01 | 321.8072890278920 |
| 2025-03-01 | 322.8535284633310 |
| 2025-04-01 | 323.5740896154510 |
| 2025-05-01 | 323.8504031328800 |
| 2025-06-01 | 323.1614832349470 |
| 2025-07-01 | 325.8552608275320 |
| 2025-08-01 | 325.0501484512130 |
| 2025-09-01 | 324.4088617358460 |
| 2025-10-01 | 324.1388518675900 |
| 2025-11-01 | 323.3832792065510 |
| 2025-12-01 | 326.5388136938020 |
| 2026-01-01 | 325.6536945607330 |
| 2026-02-01 | 326.8325744789570 |
| 2026-03-01 | 330.5315413768320 |
| 2026-04-01 | 329.2593606788270 |