Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Fort Worth-Arlington, TX (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Fort Worth-Arlington, TX (MSA) |
|---|---|
| Series ID | SMU48191006056130001SA |
| 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 10:29 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 | 36.8095304316 |
| 1990-02-01 | 37.4679901854 |
| 1990-03-01 | 37.2630558117 |
| 1990-04-01 | 36.5890703943 |
| 1990-05-01 | 36.2776967799 |
| 1990-06-01 | 37.4985237881 |
| 1990-07-01 | 38.8030855449 |
| 1990-08-01 | 40.4291039377 |
| 1990-09-01 | 41.5143593772 |
| 1990-10-01 | 41.5052815727 |
| 1990-11-01 | 43.2117869742 |
| 1990-12-01 | 44.6462304988 |
| 1991-01-01 | 41.0473118953 |
| 1991-02-01 | 40.4680924643 |
| 1991-03-01 | 40.8822191316 |
| 1991-04-01 | 40.5587569171 |
| 1991-05-01 | 40.7002960799 |
| 1991-06-01 | 40.5074020252 |
| 1991-07-01 | 40.6376725800 |
| 1991-08-01 | 40.9581771250 |
| 1991-09-01 | 40.7496854715 |
| 1991-10-01 | 41.1231574240 |
| 1991-11-01 | 40.9636987663 |
| 1991-12-01 | 40.9323035462 |
| 1992-01-01 | 41.0080545603 |
| 1992-02-01 | 41.6739901469 |
| 1992-03-01 | 41.8909427100 |
| 1992-04-01 | 42.9794680601 |
| 1992-05-01 | 44.0545064541 |
| 1992-06-01 | 44.6433746071 |
| 1992-07-01 | 44.8430990912 |
| 1992-08-01 | 44.6867778938 |
| 1992-09-01 | 45.9667979060 |
| 1992-10-01 | 47.1037626758 |
| 1992-11-01 | 47.3528017020 |
| 1992-12-01 | 47.5386359051 |
| 1993-01-01 | 47.4067329159 |
| 1993-02-01 | 48.4568088687 |
| 1993-03-01 | 47.7943402449 |
| 1993-04-01 | 50.0460395999 |
| 1993-05-01 | 50.5671572664 |
| 1993-06-01 | 51.3303873739 |
| 1993-07-01 | 52.5671255144 |
| 1993-08-01 | 53.2331123443 |
| 1993-09-01 | 53.6954424772 |
| 1993-10-01 | 54.1749345216 |
| 1993-11-01 | 55.1163566310 |
| 1993-12-01 | 55.8493790509 |
| 1994-01-01 | 57.5943288621 |
| 1994-02-01 | 56.6772147477 |
| 1994-03-01 | 57.6125761847 |
| 1994-04-01 | 60.0376702992 |
| 1994-05-01 | 58.5521405931 |
| 1994-06-01 | 58.9171591295 |
| 1994-07-01 | 62.8036604036 |
| 1994-08-01 | 62.7062102343 |
| 1994-09-01 | 63.8985895540 |
| 1994-10-01 | 60.2264167647 |
| 1994-11-01 | 61.2239013370 |
| 1994-12-01 | 61.7223232301 |
| 1995-01-01 | 61.2252527146 |
| 1995-02-01 | 61.4674715937 |
| 1995-03-01 | 61.9729786499 |
| 1995-04-01 | 61.8233331959 |
| 1995-05-01 | 62.1445271396 |
| 1995-06-01 | 62.6006087897 |
| 1995-07-01 | 61.1958897679 |
| 1995-08-01 | 61.5900272069 |
| 1995-09-01 | 62.4942578480 |
| 1995-10-01 | 63.4650718359 |
| 1995-11-01 | 64.6106252107 |
| 1995-12-01 | 65.2501809670 |
| 1996-01-01 | 64.6061350109 |
| 1996-02-01 | 65.6823840669 |
| 1996-03-01 | 65.1593867028 |
| 1996-04-01 | 65.2336500254 |
| 1996-05-01 | 65.7924447845 |
| 1996-06-01 | 65.3089773697 |
| 1996-07-01 | 67.1156580221 |
| 1996-08-01 | 67.9635491758 |
| 1996-09-01 | 68.8399679168 |
| 1996-10-01 | 69.3396960456 |
| 1996-11-01 | 70.3142674816 |
| 1996-12-01 | 70.0763675634 |
| 1997-01-01 | 73.4163362581 |
| 1997-02-01 | 73.8509127533 |
| 1997-03-01 | 75.2450138259 |
| 1997-04-01 | 75.7123868992 |
| 1997-05-01 | 76.3586454997 |
| 1997-06-01 | 76.1861147350 |
| 1997-07-01 | 76.2556411036 |
| 1997-08-01 | 77.0102162360 |
| 1997-09-01 | 77.5907031336 |
| 1997-10-01 | 79.1056406323 |
| 1997-11-01 | 80.0549575214 |
| 1997-12-01 | 81.2684564514 |
| 1998-01-01 | 84.4881597632 |
| 1998-02-01 | 83.4035473818 |
| 1998-03-01 | 83.5409892815 |
| 1998-04-01 | 83.9451048506 |
| 1998-05-01 | 84.2043720354 |
| 1998-06-01 | 85.6790612159 |
| 1998-07-01 | 86.5682358306 |
| 1998-08-01 | 86.5267664793 |
| 1998-09-01 | 84.7455214614 |
| 1998-10-01 | 88.7747684196 |
| 1998-11-01 | 88.9590914333 |
| 1998-12-01 | 89.7694976907 |
| 1999-01-01 | 89.0801818299 |
| 1999-02-01 | 89.9723595222 |
| 1999-03-01 | 91.1493360460 |
| 1999-04-01 | 93.0052120243 |
| 1999-05-01 | 92.0444337457 |
| 1999-06-01 | 93.4286779721 |
| 1999-07-01 | 93.7088076815 |
| 1999-08-01 | 94.1313578528 |
| 1999-09-01 | 92.0134523959 |
| 1999-10-01 | 95.4581638027 |
| 1999-11-01 | 96.6861496303 |
| 1999-12-01 | 97.4815998846 |
| 2000-01-01 | 103.6178008991 |
| 2000-02-01 | 102.6449745180 |
| 2000-03-01 | 103.4022214595 |
| 2000-04-01 | 104.1378940179 |
| 2000-05-01 | 104.6447949691 |
| 2000-06-01 | 105.5262544469 |
| 2000-07-01 | 104.2328288119 |
| 2000-08-01 | 104.5043816055 |
| 2000-09-01 | 104.4598140512 |
| 2000-10-01 | 103.5307637800 |
| 2000-11-01 | 103.3234790357 |
| 2000-12-01 | 101.9838671510 |
| 2001-01-01 | 101.3089220406 |
| 2001-02-01 | 99.0846833196 |
| 2001-03-01 | 97.2722993832 |
| 2001-04-01 | 94.1317630783 |
| 2001-05-01 | 92.5032870049 |
| 2001-06-01 | 90.0409479232 |
| 2001-07-01 | 89.3017348407 |
| 2001-08-01 | 88.9707835762 |
| 2001-09-01 | 86.1246668194 |
| 2001-10-01 | 81.6771008070 |
| 2001-11-01 | 81.1840320361 |
| 2001-12-01 | 81.1249085121 |
| 2002-01-01 | 79.6685701529 |
| 2002-02-01 | 78.8793687739 |
| 2002-03-01 | 79.0087214074 |
| 2002-04-01 | 80.2179309299 |
| 2002-05-01 | 81.2568917853 |
| 2002-06-01 | 81.4173738521 |
| 2002-07-01 | 81.3389667319 |
| 2002-08-01 | 83.0435166386 |
| 2002-09-01 | 81.6489930304 |
| 2002-10-01 | 82.0965336865 |
| 2002-11-01 | 82.1220066622 |
| 2002-12-01 | 80.8440476161 |
| 2003-01-01 | 80.1855369791 |
| 2003-02-01 | 80.2289265023 |
| 2003-03-01 | 80.5267440098 |
| 2003-04-01 | 80.7654811100 |
| 2003-05-01 | 81.1709079357 |
| 2003-06-01 | 82.2613928814 |
| 2003-07-01 | 83.1235375581 |
| 2003-08-01 | 83.6395493216 |
| 2003-09-01 | 84.8065425423 |
| 2003-10-01 | 84.4748746375 |
| 2003-11-01 | 86.3361497687 |
| 2003-12-01 | 87.4532619531 |
| 2004-01-01 | 89.1428365915 |
| 2004-02-01 | 89.3760995024 |
| 2004-03-01 | 89.6357281985 |
| 2004-04-01 | 90.3994797935 |
| 2004-05-01 | 90.7617957033 |
| 2004-06-01 | 90.5134403810 |
| 2004-07-01 | 91.5231280438 |
| 2004-08-01 | 92.5196880576 |
| 2004-09-01 | 90.6191278986 |
| 2004-10-01 | 91.9048948728 |
| 2004-11-01 | 91.1820452645 |
| 2004-12-01 | 91.4957989703 |
| 2005-01-01 | 90.2108208463 |
| 2005-02-01 | 90.6083639748 |
| 2005-03-01 | 91.3774982728 |
| 2005-04-01 | 94.4405853458 |
| 2005-05-01 | 93.2702493436 |
| 2005-06-01 | 94.0640986371 |
| 2005-07-01 | 95.3081292294 |
| 2005-08-01 | 96.3565352325 |
| 2005-09-01 | 98.1685835460 |
| 2005-10-01 | 100.0331508982 |
| 2005-11-01 | 100.5309003540 |
| 2005-12-01 | 101.2151736979 |
| 2006-01-01 | 102.9305864485 |
| 2006-02-01 | 103.7175584128 |
| 2006-03-01 | 103.9058928155 |
| 2006-04-01 | 105.9804358024 |
| 2006-05-01 | 105.2290888810 |
| 2006-06-01 | 105.3254098495 |
| 2006-07-01 | 102.4483626631 |
| 2006-08-01 | 104.3314131297 |
| 2006-09-01 | 104.8234649343 |
| 2006-10-01 | 104.6161530720 |
| 2006-11-01 | 105.7917346149 |
| 2006-12-01 | 106.0764000523 |
| 2007-01-01 | 107.1635863002 |
| 2007-02-01 | 108.1928519011 |
| 2007-03-01 | 109.1671674144 |
| 2007-04-01 | 107.0603292464 |
| 2007-05-01 | 106.4510392899 |
| 2007-06-01 | 105.9382690682 |
| 2007-07-01 | 102.4893184217 |
| 2007-08-01 | 103.8468826577 |
| 2007-09-01 | 104.3989856728 |
| 2007-10-01 | 104.9091436054 |
| 2007-11-01 | 104.8273031081 |
| 2007-12-01 | 106.3084842048 |
| 2008-01-01 | 105.6954891934 |
| 2008-02-01 | 105.1205236981 |
| 2008-03-01 | 105.5199590641 |
| 2008-04-01 | 102.5778294331 |
| 2008-05-01 | 103.0727833040 |
| 2008-06-01 | 102.7545803255 |
| 2008-07-01 | 100.9219638513 |
| 2008-08-01 | 100.6499970654 |
| 2008-09-01 | 98.2733063988 |
| 2008-10-01 | 94.7816099165 |
| 2008-11-01 | 92.4311490759 |
| 2008-12-01 | 90.1419613748 |
| 2009-01-01 | 84.5977224131 |
| 2009-02-01 | 81.3793203552 |
| 2009-03-01 | 78.7716672297 |
| 2009-04-01 | 75.0651450086 |
| 2009-05-01 | 76.3240628505 |
| 2009-06-01 | 75.5431554775 |
| 2009-07-01 | 76.7119935184 |
| 2009-08-01 | 75.8644726546 |
| 2009-09-01 | 74.4098095557 |
| 2009-10-01 | 76.6290570244 |
| 2009-11-01 | 77.2066376324 |
| 2009-12-01 | 77.7241340110 |
| 2010-01-01 | 79.0070140830 |
| 2010-02-01 | 80.1823610365 |
| 2010-03-01 | 81.2426373195 |
| 2010-04-01 | 82.3349662507 |
| 2010-05-01 | 83.2295057447 |
| 2010-06-01 | 84.0316453360 |
| 2010-07-01 | 85.5821141963 |
| 2010-08-01 | 86.6334580116 |
| 2010-09-01 | 88.3319604855 |
| 2010-10-01 | 89.8210894513 |
| 2010-11-01 | 90.0265122229 |
| 2010-12-01 | 91.3526988574 |
| 2011-01-01 | 91.5911021301 |
| 2011-02-01 | 92.3957925171 |
| 2011-03-01 | 93.1012237004 |
| 2011-04-01 | 93.5505958557 |
| 2011-05-01 | 93.9794336326 |
| 2011-06-01 | 94.2405907202 |
| 2011-07-01 | 94.6612306661 |
| 2011-08-01 | 94.6878662802 |
| 2011-09-01 | 95.1652844779 |
| 2011-10-01 | 94.1281725734 |
| 2011-11-01 | 94.8791407188 |
| 2011-12-01 | 94.5396473958 |
| 2012-01-01 | 97.8832355600 |
| 2012-02-01 | 98.7421531906 |
| 2012-03-01 | 100.3762668923 |
| 2012-04-01 | 101.6224904578 |
| 2012-05-01 | 103.6849942712 |
| 2012-06-01 | 103.2465501203 |
| 2012-07-01 | 100.2958353175 |
| 2012-08-01 | 103.1829256759 |
| 2012-09-01 | 102.9319118613 |
| 2012-10-01 | 104.0960545930 |
| 2012-11-01 | 107.4542603593 |
| 2012-12-01 | 106.0224846276 |
| 2013-01-01 | 104.4009279171 |
| 2013-02-01 | 107.8598556759 |
| 2013-03-01 | 109.1970916145 |
| 2013-04-01 | 106.4890792851 |
| 2013-05-01 | 107.7584295491 |
| 2013-06-01 | 108.5524636048 |
| 2013-07-01 | 108.8369244096 |
| 2013-08-01 | 110.2806787233 |
| 2013-09-01 | 113.0811526539 |
| 2013-10-01 | 111.4875883926 |
| 2013-11-01 | 111.3506817357 |
| 2013-12-01 | 110.4978287665 |
| 2014-01-01 | 110.0451878739 |
| 2014-02-01 | 110.4186987548 |
| 2014-03-01 | 111.8712398176 |
| 2014-04-01 | 112.9434815343 |
| 2014-05-01 | 113.7521121457 |
| 2014-06-01 | 114.2427412708 |
| 2014-07-01 | 113.4482656073 |
| 2014-08-01 | 113.1942327760 |
| 2014-09-01 | 113.5849464373 |
| 2014-10-01 | 113.6211382561 |
| 2014-11-01 | 114.0992700259 |
| 2014-12-01 | 114.8780470067 |
| 2015-01-01 | 115.0548365994 |
| 2015-02-01 | 114.2432762074 |
| 2015-03-01 | 114.2090195741 |
| 2015-04-01 | 113.8754348692 |
| 2015-05-01 | 113.6482335800 |
| 2015-06-01 | 112.9302924367 |
| 2015-07-01 | 114.5005771901 |
| 2015-08-01 | 114.5450860240 |
| 2015-09-01 | 113.5694298175 |
| 2015-10-01 | 115.2074138392 |
| 2015-11-01 | 114.2619274802 |
| 2015-12-01 | 116.0405379077 |
| 2016-01-01 | 114.3071525542 |
| 2016-02-01 | 114.8571314173 |
| 2016-03-01 | 114.7829631441 |
| 2016-04-01 | 115.9272051631 |
| 2016-05-01 | 116.2208031208 |
| 2016-06-01 | 115.4135514414 |
| 2016-07-01 | 117.4835149360 |
| 2016-08-01 | 118.3222162268 |
| 2016-09-01 | 119.6082659290 |
| 2016-10-01 | 116.9167884763 |
| 2016-11-01 | 119.4931200337 |
| 2016-12-01 | 118.3594769483 |
| 2017-01-01 | 120.0365099995 |
| 2017-02-01 | 120.0955339323 |
| 2017-03-01 | 118.8429950857 |
| 2017-04-01 | 115.8135945419 |
| 2017-05-01 | 116.2970268347 |
| 2017-06-01 | 116.2133832869 |
| 2017-07-01 | 114.5659080785 |
| 2017-08-01 | 114.1060186491 |
| 2017-09-01 | 117.0572668758 |
| 2017-10-01 | 115.0486476945 |
| 2017-11-01 | 115.7469008279 |
| 2017-12-01 | 114.6532553210 |
| 2018-01-01 | 116.4538386611 |
| 2018-02-01 | 117.4660488598 |
| 2018-03-01 | 118.8346886201 |
| 2018-04-01 | 119.9176556945 |
| 2018-05-01 | 120.8833877307 |
| 2018-06-01 | 121.0052785522 |
| 2018-07-01 | 121.5609151287 |
| 2018-08-01 | 121.2323538057 |
| 2018-09-01 | 120.2856723392 |
| 2018-10-01 | 120.5225799756 |
| 2018-11-01 | 120.1076092071 |
| 2018-12-01 | 120.5541905056 |
| 2019-01-01 | 119.2539518194 |
| 2019-02-01 | 119.2516233851 |
| 2019-03-01 | 119.5757343429 |
| 2019-04-01 | 120.4697307222 |
| 2019-05-01 | 121.2461840953 |
| 2019-06-01 | 121.5345800995 |
| 2019-07-01 | 121.4731921628 |
| 2019-08-01 | 122.6592975596 |
| 2019-09-01 | 122.0305560490 |
| 2019-10-01 | 121.7781533981 |
| 2019-11-01 | 122.6753282585 |
| 2019-12-01 | 122.7250401882 |
| 2020-01-01 | 122.9835242580 |
| 2020-02-01 | 125.7328780648 |
| 2020-03-01 | 124.4123147098 |
| 2020-04-01 | 95.9759524313 |
| 2020-05-01 | 100.6243286651 |
| 2020-06-01 | 104.9448416636 |
| 2020-07-01 | 110.2577384373 |
| 2020-08-01 | 115.4638169130 |
| 2020-09-01 | 113.1521014797 |
| 2020-10-01 | 118.6241530899 |
| 2020-11-01 | 121.0471405062 |
| 2020-12-01 | 126.3707338796 |
| 2021-01-01 | 127.4955894134 |
| 2021-02-01 | 125.9775130090 |
| 2021-03-01 | 131.1728360741 |
| 2021-04-01 | 128.7478657549 |
| 2021-05-01 | 131.0747918975 |
| 2021-06-01 | 130.9706743001 |
| 2021-07-01 | 133.1694030405 |
| 2021-08-01 | 134.2822872797 |
| 2021-09-01 | 137.2543447272 |
| 2021-10-01 | 144.4770363441 |
| 2021-11-01 | 142.7918223545 |
| 2021-12-01 | 143.8603530294 |
| 2022-01-01 | 145.8219049764 |
| 2022-02-01 | 148.4167019797 |
| 2022-03-01 | 149.0903975577 |
| 2022-04-01 | 148.8885542406 |
| 2022-05-01 | 148.2029631475 |
| 2022-06-01 | 147.9978557097 |
| 2022-07-01 | 146.6823076428 |
| 2022-08-01 | 145.3620820217 |
| 2022-09-01 | 143.3590190671 |
| 2022-10-01 | 141.7778830267 |
| 2022-11-01 | 138.8585265817 |
| 2022-12-01 | 138.7714138428 |
| 2023-01-01 | 138.1556846212 |
| 2023-02-01 | 137.2049682851 |
| 2023-03-01 | 137.1317910750 |
| 2023-04-01 | 138.2697453669 |
| 2023-05-01 | 134.6258222893 |
| 2023-06-01 | 133.1402353557 |
| 2023-07-01 | 133.1509117270 |
| 2023-08-01 | 131.2057960116 |
| 2023-09-01 | 131.2042778460 |
| 2023-10-01 | 130.3781470678 |
| 2023-11-01 | 130.3106563620 |
| 2023-12-01 | 129.8120844759 |
| 2024-01-01 | 128.3962928189 |
| 2024-02-01 | 127.8814374498 |
| 2024-03-01 | 125.8330726704 |
| 2024-04-01 | 125.8547033249 |
| 2024-05-01 | 125.7661036996 |
| 2024-06-01 | 125.1284074147 |
| 2024-07-01 | 124.3330098814 |
| 2024-08-01 | 125.5282584029 |
| 2024-09-01 | 125.9911661137 |
| 2024-10-01 | 127.1596773670 |
| 2024-11-01 | 128.0044948977 |
| 2024-12-01 | 128.8334450842 |
| 2025-01-01 | 124.2560754993 |
| 2025-02-01 | 124.1006041428 |
| 2025-03-01 | 122.9775359470 |
| 2025-04-01 | 125.7767333785 |
| 2025-05-01 | 127.6556119188 |
| 2025-06-01 | 127.5237174364 |
| 2025-07-01 | 126.9345344597 |
| 2025-08-01 | 127.1347155094 |
| 2025-09-01 | 129.7769493574 |
| 2025-10-01 | 127.0828273601 |
| 2025-11-01 | 127.1291336290 |
| 2025-12-01 | 128.7201379356 |
| 2026-01-01 | 132.3529184900 |
| 2026-02-01 | 133.4649639055 |
| 2026-03-01 | 135.4617991048 |
| 2026-04-01 | 134.9114513817 |
| 2026-05-01 | 134.2315042649 |
| 2026-06-01 | 135.3886852822 |
| 2026-07-01 | 136.0183370337 |
| 2026-08-01 | 138.7354495757 |
| 2026-09-01 | 137.4762134423 |