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 2026-08-01 |
| Last Updated | 2026-09-18 11:40 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 | 36.8105732853 |
| 1990-02-01 | 37.4687170658 |
| 1990-03-01 | 37.2635597955 |
| 1990-04-01 | 36.5894530116 |
| 1990-05-01 | 36.2776275980 |
| 1990-06-01 | 37.4986331903 |
| 1990-07-01 | 38.8030147603 |
| 1990-08-01 | 40.4288775405 |
| 1990-09-01 | 41.5140333043 |
| 1990-10-01 | 41.5049365680 |
| 1990-11-01 | 43.2111310824 |
| 1990-12-01 | 44.6452456596 |
| 1991-01-01 | 41.0483245380 |
| 1991-02-01 | 40.4688005550 |
| 1991-03-01 | 40.8827321789 |
| 1991-04-01 | 40.5591290909 |
| 1991-05-01 | 40.7002943457 |
| 1991-06-01 | 40.5074601685 |
| 1991-07-01 | 40.6375783558 |
| 1991-08-01 | 40.9579795519 |
| 1991-09-01 | 40.7494170209 |
| 1991-10-01 | 41.1228647238 |
| 1991-11-01 | 40.9632397966 |
| 1991-12-01 | 40.9317090683 |
| 1992-01-01 | 41.0086777533 |
| 1992-02-01 | 41.6745453824 |
| 1992-03-01 | 41.8913468286 |
| 1992-04-01 | 42.9798041981 |
| 1992-05-01 | 44.0545591765 |
| 1992-06-01 | 44.6433693052 |
| 1992-07-01 | 44.8429818504 |
| 1992-08-01 | 44.6866107585 |
| 1992-09-01 | 45.9665782790 |
| 1992-10-01 | 47.1035148545 |
| 1992-11-01 | 47.3525025620 |
| 1992-12-01 | 47.5383141958 |
| 1993-01-01 | 47.4070721100 |
| 1993-02-01 | 48.4572244336 |
| 1993-03-01 | 47.7946039166 |
| 1993-04-01 | 50.0463288729 |
| 1993-05-01 | 50.5672386504 |
| 1993-06-01 | 51.3303179192 |
| 1993-07-01 | 52.5669908847 |
| 1993-08-01 | 53.2329792753 |
| 1993-09-01 | 53.6952897995 |
| 1993-10-01 | 54.1747590287 |
| 1993-11-01 | 55.1162448905 |
| 1993-12-01 | 55.8493362878 |
| 1994-01-01 | 57.5943715470 |
| 1994-02-01 | 56.6774841424 |
| 1994-03-01 | 57.6126818320 |
| 1994-04-01 | 60.0379506355 |
| 1994-05-01 | 58.5521816086 |
| 1994-06-01 | 58.9170795830 |
| 1994-07-01 | 62.8035443909 |
| 1994-08-01 | 62.7061191332 |
| 1994-09-01 | 63.8984975713 |
| 1994-10-01 | 60.2263162669 |
| 1994-11-01 | 61.2238842433 |
| 1994-12-01 | 61.7223236829 |
| 1995-01-01 | 61.2252655473 |
| 1995-02-01 | 61.4676190286 |
| 1995-03-01 | 61.9730059432 |
| 1995-04-01 | 61.8234973278 |
| 1995-05-01 | 62.1445470873 |
| 1995-06-01 | 62.6005521524 |
| 1995-07-01 | 61.1958179786 |
| 1995-08-01 | 61.5899737706 |
| 1995-09-01 | 62.4942123124 |
| 1995-10-01 | 63.4650227448 |
| 1995-11-01 | 64.6106359504 |
| 1995-12-01 | 65.2501991645 |
| 1996-01-01 | 64.6061434044 |
| 1996-02-01 | 65.6824565197 |
| 1996-03-01 | 65.1593907088 |
| 1996-04-01 | 65.2337331595 |
| 1996-05-01 | 65.7924546640 |
| 1996-06-01 | 65.3089463394 |
| 1996-07-01 | 67.1156154453 |
| 1996-08-01 | 67.9635163356 |
| 1996-09-01 | 68.8399408238 |
| 1996-10-01 | 69.3396686012 |
| 1996-11-01 | 70.3142770058 |
| 1996-12-01 | 70.0763916471 |
| 1997-01-01 | 73.4163523515 |
| 1997-02-01 | 73.8509334612 |
| 1997-03-01 | 75.2450350828 |
| 1997-04-01 | 75.7124020013 |
| 1997-05-01 | 76.3586480861 |
| 1997-06-01 | 76.1861052175 |
| 1997-07-01 | 76.2556234838 |
| 1997-08-01 | 77.0101965522 |
| 1997-09-01 | 77.5906895405 |
| 1997-10-01 | 79.1056351586 |
| 1997-11-01 | 80.0549588983 |
| 1997-12-01 | 81.2684714639 |
| 1998-01-01 | 84.4881684168 |
| 1998-02-01 | 83.4035562881 |
| 1998-03-01 | 83.5409945755 |
| 1998-04-01 | 83.9451077669 |
| 1998-05-01 | 84.2043711187 |
| 1998-06-01 | 85.6790570341 |
| 1998-07-01 | 86.5682298610 |
| 1998-08-01 | 86.5267603272 |
| 1998-09-01 | 84.7455168739 |
| 1998-10-01 | 88.7747675780 |
| 1998-11-01 | 88.9590926691 |
| 1998-12-01 | 89.7695055691 |
| 1999-01-01 | 89.0801845362 |
| 1999-02-01 | 89.9723615990 |
| 1999-03-01 | 91.1493355030 |
| 1999-04-01 | 93.0052108895 |
| 1999-05-01 | 92.0444323081 |
| 1999-06-01 | 93.4286768787 |
| 1999-07-01 | 93.7088071455 |
| 1999-08-01 | 94.1313573542 |
| 1999-09-01 | 92.0134513514 |
| 1999-10-01 | 95.4581640071 |
| 1999-11-01 | 96.6861500415 |
| 1999-12-01 | 97.4816015309 |
| 2000-01-01 | 103.6178017758 |
| 2000-02-01 | 102.6449751804 |
| 2000-03-01 | 103.4022210084 |
| 2000-04-01 | 104.1378935406 |
| 2000-05-01 | 104.6447945302 |
| 2000-06-01 | 105.5262541268 |
| 2000-07-01 | 104.2328286543 |
| 2000-08-01 | 104.5043814049 |
| 2000-09-01 | 104.4598134945 |
| 2000-10-01 | 103.5307638203 |
| 2000-11-01 | 103.3234791452 |
| 2000-12-01 | 101.9838681701 |
| 2001-01-01 | 101.3089223265 |
| 2001-02-01 | 99.0846834121 |
| 2001-03-01 | 97.2722993029 |
| 2001-04-01 | 94.1317629265 |
| 2001-05-01 | 92.5032868169 |
| 2001-06-01 | 90.0409477846 |
| 2001-07-01 | 89.3017347551 |
| 2001-08-01 | 88.9707834764 |
| 2001-09-01 | 86.1246667873 |
| 2001-10-01 | 81.6771007785 |
| 2001-11-01 | 81.1840320263 |
| 2001-12-01 | 81.1249088648 |
| 2002-01-01 | 79.6685702190 |
| 2002-02-01 | 78.8793687818 |
| 2002-03-01 | 79.0087213847 |
| 2002-04-01 | 80.2179308765 |
| 2002-05-01 | 81.2568917230 |
| 2002-06-01 | 81.4173738067 |
| 2002-07-01 | 81.3389667074 |
| 2002-08-01 | 83.0435165594 |
| 2002-09-01 | 81.6489930820 |
| 2002-10-01 | 82.0965336977 |
| 2002-11-01 | 82.1220066919 |
| 2002-12-01 | 80.8440476638 |
| 2003-01-01 | 80.1855370174 |
| 2003-02-01 | 80.2289265089 |
| 2003-03-01 | 80.5267439897 |
| 2003-04-01 | 80.7654810811 |
| 2003-05-01 | 81.1709079150 |
| 2003-06-01 | 82.2613928687 |
| 2003-07-01 | 83.1235375538 |
| 2003-08-01 | 83.6395492830 |
| 2003-09-01 | 84.8065425931 |
| 2003-10-01 | 84.4748746467 |
| 2003-11-01 | 86.3361497752 |
| 2003-12-01 | 87.4532619617 |
| 2004-01-01 | 89.1428365968 |
| 2004-02-01 | 89.3760994994 |
| 2004-03-01 | 89.6357281899 |
| 2004-04-01 | 90.3994797843 |
| 2004-05-01 | 90.7617956983 |
| 2004-06-01 | 90.5134403791 |
| 2004-07-01 | 91.5231280453 |
| 2004-08-01 | 92.5196880340 |
| 2004-09-01 | 90.6191279263 |
| 2004-10-01 | 91.9048948744 |
| 2004-11-01 | 91.1820452641 |
| 2004-12-01 | 91.4957989708 |
| 2005-01-01 | 90.2108208505 |
| 2005-02-01 | 90.6083639817 |
| 2005-03-01 | 91.3774982787 |
| 2005-04-01 | 94.4405853497 |
| 2005-05-01 | 93.2702493324 |
| 2005-06-01 | 94.0640986130 |
| 2005-07-01 | 95.3081292071 |
| 2005-08-01 | 96.3565352225 |
| 2005-09-01 | 98.1685835730 |
| 2005-10-01 | 100.0331509112 |
| 2005-11-01 | 100.5309003605 |
| 2005-12-01 | 101.2151737028 |
| 2006-01-01 | 102.9305864647 |
| 2006-02-01 | 103.7175584388 |
| 2006-03-01 | 103.9058928390 |
| 2006-04-01 | 105.9804358385 |
| 2006-05-01 | 105.2290888188 |
| 2006-06-01 | 105.3254097424 |
| 2006-07-01 | 102.4483625811 |
| 2006-08-01 | 104.3314131191 |
| 2006-09-01 | 104.8234650075 |
| 2006-10-01 | 104.6161531557 |
| 2006-11-01 | 105.7917346598 |
| 2006-12-01 | 106.0764000483 |
| 2007-01-01 | 107.1635863185 |
| 2007-02-01 | 108.1928519562 |
| 2007-03-01 | 109.1671673878 |
| 2007-04-01 | 107.0603292196 |
| 2007-05-01 | 106.4510391989 |
| 2007-06-01 | 105.9382690259 |
| 2007-07-01 | 102.4893177346 |
| 2007-08-01 | 103.8468828966 |
| 2007-09-01 | 104.3989868745 |
| 2007-10-01 | 104.9091439234 |
| 2007-11-01 | 104.8273031358 |
| 2007-12-01 | 106.3084838154 |
| 2008-01-01 | 105.6954884237 |
| 2008-02-01 | 105.1205225770 |
| 2008-03-01 | 105.5199580312 |
| 2008-04-01 | 102.5778292952 |
| 2008-05-01 | 103.0727841409 |
| 2008-06-01 | 102.7545818327 |
| 2008-07-01 | 100.9219638675 |
| 2008-08-01 | 100.6499981753 |
| 2008-09-01 | 98.2733085664 |
| 2008-10-01 | 94.7816100999 |
| 2008-11-01 | 92.4311489306 |
| 2008-12-01 | 90.1419606481 |
| 2009-01-01 | 84.5977208408 |
| 2009-02-01 | 81.3793173665 |
| 2009-03-01 | 78.7716638989 |
| 2009-04-01 | 75.0651433051 |
| 2009-05-01 | 76.3240629699 |
| 2009-06-01 | 75.5431579206 |
| 2009-07-01 | 76.7119962413 |
| 2009-08-01 | 75.8644773545 |
| 2009-09-01 | 74.4098150552 |
| 2009-10-01 | 76.6290593603 |
| 2009-11-01 | 77.2066386336 |
| 2009-12-01 | 77.7241287293 |
| 2010-01-01 | 79.0070096693 |
| 2010-02-01 | 80.1823545813 |
| 2010-03-01 | 81.2426279693 |
| 2010-04-01 | 82.3349548730 |
| 2010-05-01 | 83.2294962649 |
| 2010-06-01 | 84.0316678033 |
| 2010-07-01 | 85.5821212646 |
| 2010-08-01 | 86.6334683008 |
| 2010-09-01 | 88.3319780888 |
| 2010-10-01 | 89.8211033143 |
| 2010-11-01 | 90.0265103325 |
| 2010-12-01 | 91.3526853889 |
| 2011-01-01 | 91.5910911940 |
| 2011-02-01 | 92.3957764357 |
| 2011-03-01 | 93.1011859215 |
| 2011-04-01 | 93.5505522695 |
| 2011-05-01 | 93.9794061160 |
| 2011-06-01 | 94.2406443884 |
| 2011-07-01 | 94.6612518492 |
| 2011-08-01 | 94.6878971514 |
| 2011-09-01 | 95.1654803511 |
| 2011-10-01 | 94.1281704273 |
| 2011-11-01 | 94.8790761438 |
| 2011-12-01 | 94.5395527646 |
| 2012-01-01 | 97.8831495577 |
| 2012-02-01 | 98.7420778390 |
| 2012-03-01 | 100.3761874193 |
| 2012-04-01 | 101.6224327726 |
| 2012-05-01 | 103.6849850455 |
| 2012-06-01 | 103.2467057782 |
| 2012-07-01 | 100.2959436651 |
| 2012-08-01 | 103.1830688393 |
| 2012-09-01 | 102.9323793469 |
| 2012-10-01 | 104.0960367525 |
| 2012-11-01 | 107.4540392555 |
| 2012-12-01 | 106.0221704360 |
| 2013-01-01 | 104.4006201055 |
| 2013-02-01 | 107.8595690528 |
| 2013-03-01 | 109.1968505668 |
| 2013-04-01 | 106.4889628416 |
| 2013-05-01 | 107.7584725187 |
| 2013-06-01 | 108.5528970899 |
| 2013-07-01 | 108.8374967677 |
| 2013-08-01 | 110.2812529912 |
| 2013-09-01 | 113.0821748917 |
| 2013-10-01 | 111.4878186362 |
| 2013-11-01 | 111.3506728938 |
| 2013-12-01 | 110.4949814622 |
| 2014-01-01 | 110.0448759474 |
| 2014-02-01 | 110.4183222652 |
| 2014-03-01 | 111.8708312845 |
| 2014-04-01 | 112.9432276795 |
| 2014-05-01 | 113.7521863050 |
| 2014-06-01 | 114.2447118603 |
| 2014-07-01 | 113.4493715838 |
| 2014-08-01 | 113.1957144144 |
| 2014-09-01 | 113.5866674462 |
| 2014-10-01 | 113.6209747983 |
| 2014-11-01 | 114.0992684503 |
| 2014-12-01 | 114.8720684499 |
| 2015-01-01 | 115.0544372588 |
| 2015-02-01 | 114.2417613247 |
| 2015-03-01 | 114.2095913656 |
| 2015-04-01 | 113.8739085732 |
| 2015-05-01 | 113.6488938052 |
| 2015-06-01 | 112.9344140501 |
| 2015-07-01 | 114.5031050778 |
| 2015-08-01 | 114.5477254848 |
| 2015-09-01 | 113.5714190811 |
| 2015-10-01 | 115.2082254443 |
| 2015-11-01 | 114.2643332174 |
| 2015-12-01 | 116.0212445647 |
| 2016-01-01 | 114.3093729561 |
| 2016-02-01 | 114.8563417428 |
| 2016-03-01 | 114.7855325416 |
| 2016-04-01 | 115.9251419852 |
| 2016-05-01 | 116.2232670548 |
| 2016-06-01 | 115.4205631395 |
| 2016-07-01 | 117.4875251331 |
| 2016-08-01 | 118.3263797145 |
| 2016-09-01 | 119.6101099032 |
| 2016-10-01 | 116.9164393422 |
| 2016-11-01 | 119.4936248355 |
| 2016-12-01 | 118.3273956755 |
| 2017-01-01 | 120.0398577805 |
| 2017-02-01 | 120.0975339215 |
| 2017-03-01 | 118.8522108498 |
| 2017-04-01 | 115.8150687745 |
| 2017-05-01 | 116.3030158962 |
| 2017-06-01 | 116.2205909525 |
| 2017-07-01 | 114.5705286469 |
| 2017-08-01 | 114.1110012691 |
| 2017-09-01 | 117.0570883914 |
| 2017-10-01 | 115.0451289498 |
| 2017-11-01 | 115.7417531095 |
| 2017-12-01 | 114.6074820970 |
| 2018-01-01 | 116.4561715097 |
| 2018-02-01 | 117.4634768439 |
| 2018-03-01 | 118.8791877453 |
| 2018-04-01 | 119.9246147600 |
| 2018-05-01 | 120.8903783203 |
| 2018-06-01 | 121.0108909885 |
| 2018-07-01 | 121.5620389640 |
| 2018-08-01 | 121.2377588893 |
| 2018-09-01 | 120.2820491166 |
| 2018-10-01 | 120.5116157908 |
| 2018-11-01 | 120.0955841053 |
| 2018-12-01 | 120.4882676696 |
| 2019-01-01 | 119.2409971838 |
| 2019-02-01 | 119.2363150239 |
| 2019-03-01 | 119.7187910389 |
| 2019-04-01 | 120.4659419776 |
| 2019-05-01 | 121.2453782278 |
| 2019-06-01 | 121.5352645261 |
| 2019-07-01 | 121.4673615922 |
| 2019-08-01 | 122.6591114286 |
| 2019-09-01 | 122.0220134340 |
| 2019-10-01 | 121.7603445221 |
| 2019-11-01 | 122.6602125250 |
| 2019-12-01 | 122.6404029764 |
| 2020-01-01 | 122.9564037218 |
| 2020-02-01 | 125.7042028421 |
| 2020-03-01 | 124.6629669380 |
| 2020-04-01 | 95.9639775202 |
| 2020-05-01 | 100.6159328139 |
| 2020-06-01 | 104.9393358906 |
| 2020-07-01 | 110.2415039418 |
| 2020-08-01 | 115.4535053594 |
| 2020-09-01 | 113.1415469868 |
| 2020-10-01 | 118.6083547419 |
| 2020-11-01 | 121.0392416856 |
| 2020-12-01 | 126.2746031385 |
| 2021-01-01 | 127.4568473141 |
| 2021-02-01 | 125.9488697871 |
| 2021-03-01 | 131.4631563744 |
| 2021-04-01 | 128.7605878483 |
| 2021-05-01 | 131.0445197681 |
| 2021-06-01 | 130.9487745991 |
| 2021-07-01 | 133.1380604168 |
| 2021-08-01 | 134.2574400803 |
| 2021-09-01 | 137.2437103273 |
| 2021-10-01 | 144.4714902164 |
| 2021-11-01 | 142.7933687628 |
| 2021-12-01 | 143.7856234534 |
| 2022-01-01 | 145.7820219909 |
| 2022-02-01 | 148.3833617747 |
| 2022-03-01 | 149.2837435264 |
| 2022-04-01 | 148.9776076916 |
| 2022-05-01 | 148.1754971785 |
| 2022-06-01 | 147.9711899682 |
| 2022-07-01 | 146.6497773719 |
| 2022-08-01 | 145.3353574311 |
| 2022-09-01 | 143.3407520652 |
| 2022-10-01 | 141.7591454790 |
| 2022-11-01 | 138.9320072891 |
| 2022-12-01 | 138.7527474800 |
| 2023-01-01 | 138.0708028213 |
| 2023-02-01 | 137.1177119489 |
| 2023-03-01 | 137.1620969862 |
| 2023-04-01 | 138.4566683459 |
| 2023-05-01 | 134.5853627881 |
| 2023-06-01 | 133.1746791980 |
| 2023-07-01 | 133.1716535980 |
| 2023-08-01 | 131.2023630513 |
| 2023-09-01 | 131.1505526467 |
| 2023-10-01 | 130.3264082715 |
| 2023-11-01 | 130.4213359616 |
| 2023-12-01 | 129.8253371761 |
| 2024-01-01 | 128.2441659324 |
| 2024-02-01 | 127.7265085893 |
| 2024-03-01 | 125.7859905014 |
| 2024-04-01 | 126.0465439014 |
| 2024-05-01 | 125.7615140979 |
| 2024-06-01 | 125.2944395335 |
| 2024-07-01 | 124.5337277381 |
| 2024-08-01 | 125.4896256031 |
| 2024-09-01 | 125.8416530146 |
| 2024-10-01 | 127.0268304852 |
| 2024-11-01 | 128.1115964578 |
| 2024-12-01 | 128.8195536494 |
| 2025-01-01 | 124.0270486405 |
| 2025-02-01 | 123.8950167899 |
| 2025-03-01 | 122.9500206589 |
| 2025-04-01 | 125.9991884543 |
| 2025-05-01 | 127.6929228195 |
| 2025-06-01 | 127.8454616193 |
| 2025-07-01 | 127.3583756374 |
| 2025-08-01 | 127.0973618581 |
| 2025-09-01 | 129.4365821737 |
| 2025-10-01 | 126.8920133732 |
| 2025-11-01 | 127.1250897932 |
| 2025-12-01 | 128.6385766727 |
| 2026-01-01 | 132.0878005294 |
| 2026-02-01 | 133.2618054690 |
| 2026-03-01 | 135.4835245309 |
| 2026-04-01 | 135.1251525245 |
| 2026-05-01 | 134.3685840018 |
| 2026-06-01 | 135.8341443123 |
| 2026-07-01 | 136.7035524412 |
| 2026-08-01 | 139.5646181019 |