Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246056100001SA |
| 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 10:42 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 | 75.2237742537 |
| 1990-02-01 | 75.7200223267 |
| 1990-03-01 | 76.2531364814 |
| 1990-04-01 | 75.2169196875 |
| 1990-05-01 | 76.4890836379 |
| 1990-06-01 | 77.4559133166 |
| 1990-07-01 | 78.5941980433 |
| 1990-08-01 | 80.3197184983 |
| 1990-09-01 | 81.4435741293 |
| 1990-10-01 | 81.0363641464 |
| 1990-11-01 | 82.8874282287 |
| 1990-12-01 | 84.2665864066 |
| 1991-01-01 | 79.3352032216 |
| 1991-02-01 | 79.0750934986 |
| 1991-03-01 | 79.3677981360 |
| 1991-04-01 | 77.6542581725 |
| 1991-05-01 | 79.3073518467 |
| 1991-06-01 | 78.0231182165 |
| 1991-07-01 | 77.7847628480 |
| 1991-08-01 | 77.9803778477 |
| 1991-09-01 | 77.6968780159 |
| 1991-10-01 | 78.0389125813 |
| 1991-11-01 | 78.2169735967 |
| 1991-12-01 | 77.9968205562 |
| 1992-01-01 | 78.9580535719 |
| 1992-02-01 | 79.3550358423 |
| 1992-03-01 | 79.8232051332 |
| 1992-04-01 | 80.8052327701 |
| 1992-05-01 | 81.8120364391 |
| 1992-06-01 | 81.9465453302 |
| 1992-07-01 | 82.5913089015 |
| 1992-08-01 | 82.2074659625 |
| 1992-09-01 | 82.9786470864 |
| 1992-10-01 | 82.9688020730 |
| 1992-11-01 | 82.8134273681 |
| 1992-12-01 | 83.1402167895 |
| 1993-01-01 | 81.9559033047 |
| 1993-02-01 | 83.4060121726 |
| 1993-03-01 | 83.4416370424 |
| 1993-04-01 | 84.7251379672 |
| 1993-05-01 | 85.4633152123 |
| 1993-06-01 | 87.0864288523 |
| 1993-07-01 | 89.2973072317 |
| 1993-08-01 | 89.1259730015 |
| 1993-09-01 | 89.8963974840 |
| 1993-10-01 | 90.5922656849 |
| 1993-11-01 | 91.2346333677 |
| 1993-12-01 | 91.9388745294 |
| 1994-01-01 | 92.6582841336 |
| 1994-02-01 | 92.7772914498 |
| 1994-03-01 | 93.6276574623 |
| 1994-04-01 | 94.8520686831 |
| 1994-05-01 | 94.0860461325 |
| 1994-06-01 | 95.1044494500 |
| 1994-07-01 | 102.1017052325 |
| 1994-08-01 | 102.2608576843 |
| 1994-09-01 | 103.5243932021 |
| 1994-10-01 | 101.8821886427 |
| 1994-11-01 | 103.2837228843 |
| 1994-12-01 | 104.4503774488 |
| 1995-01-01 | 104.8278223854 |
| 1995-02-01 | 105.0930496488 |
| 1995-03-01 | 107.4439471898 |
| 1995-04-01 | 106.0331226827 |
| 1995-05-01 | 106.2244269875 |
| 1995-06-01 | 105.7893319982 |
| 1995-07-01 | 105.9790746641 |
| 1995-08-01 | 106.9992530317 |
| 1995-09-01 | 107.2809274019 |
| 1995-10-01 | 108.4995404094 |
| 1995-11-01 | 110.0580675170 |
| 1995-12-01 | 109.5010871409 |
| 1996-01-01 | 110.4360710279 |
| 1996-02-01 | 111.6985756888 |
| 1996-03-01 | 111.4634422379 |
| 1996-04-01 | 112.8986101956 |
| 1996-05-01 | 114.6312986889 |
| 1996-06-01 | 114.7370609815 |
| 1996-07-01 | 120.2462980456 |
| 1996-08-01 | 121.1870806785 |
| 1996-09-01 | 121.2258377522 |
| 1996-10-01 | 122.0664211798 |
| 1996-11-01 | 123.2020979307 |
| 1996-12-01 | 123.1860013186 |
| 1997-01-01 | 122.4396894213 |
| 1997-02-01 | 123.5332964500 |
| 1997-03-01 | 124.8962309627 |
| 1997-04-01 | 124.9574995317 |
| 1997-05-01 | 125.3567969583 |
| 1997-06-01 | 125.8371406709 |
| 1997-07-01 | 125.6552905300 |
| 1997-08-01 | 127.4496472837 |
| 1997-09-01 | 129.2580845711 |
| 1997-10-01 | 129.8519510634 |
| 1997-11-01 | 130.5807103467 |
| 1997-12-01 | 131.7805866196 |
| 1998-01-01 | 135.7546839060 |
| 1998-02-01 | 134.8176321185 |
| 1998-03-01 | 134.9840980589 |
| 1998-04-01 | 135.8307145581 |
| 1998-05-01 | 136.1054512383 |
| 1998-06-01 | 137.9878673795 |
| 1998-07-01 | 138.6588102554 |
| 1998-08-01 | 138.2151478332 |
| 1998-09-01 | 137.6624768806 |
| 1998-10-01 | 141.8452472539 |
| 1998-11-01 | 142.3306689439 |
| 1998-12-01 | 143.8267163039 |
| 1999-01-01 | 144.8593542562 |
| 1999-02-01 | 146.4567473172 |
| 1999-03-01 | 147.3189545366 |
| 1999-04-01 | 147.6505393342 |
| 1999-05-01 | 146.6347590166 |
| 1999-06-01 | 148.7580517430 |
| 1999-07-01 | 150.3059814439 |
| 1999-08-01 | 150.9454884721 |
| 1999-09-01 | 150.5549612107 |
| 1999-10-01 | 151.3594222444 |
| 1999-11-01 | 151.9378218361 |
| 1999-12-01 | 153.3027765027 |
| 2000-01-01 | 158.2182882028 |
| 2000-02-01 | 157.8876206793 |
| 2000-03-01 | 159.1193939926 |
| 2000-04-01 | 160.0344835635 |
| 2000-05-01 | 160.3468588014 |
| 2000-06-01 | 163.7687931337 |
| 2000-07-01 | 162.2318573462 |
| 2000-08-01 | 162.5756412410 |
| 2000-09-01 | 163.6185554975 |
| 2000-10-01 | 162.3093297003 |
| 2000-11-01 | 162.2579728609 |
| 2000-12-01 | 161.9475187820 |
| 2001-01-01 | 160.0296320115 |
| 2001-02-01 | 158.2175711382 |
| 2001-03-01 | 157.6286359765 |
| 2001-04-01 | 155.2126072424 |
| 2001-05-01 | 154.7597801018 |
| 2001-06-01 | 153.1631918900 |
| 2001-07-01 | 150.7365110727 |
| 2001-08-01 | 149.7243244729 |
| 2001-09-01 | 147.8938768999 |
| 2001-10-01 | 142.2911490673 |
| 2001-11-01 | 141.9538889101 |
| 2001-12-01 | 141.3005976617 |
| 2002-01-01 | 140.2483243598 |
| 2002-02-01 | 139.2629276034 |
| 2002-03-01 | 139.4758712874 |
| 2002-04-01 | 140.6608799559 |
| 2002-05-01 | 141.4703712305 |
| 2002-06-01 | 140.9652946154 |
| 2002-07-01 | 141.6125754859 |
| 2002-08-01 | 143.2690608898 |
| 2002-09-01 | 142.2915353463 |
| 2002-10-01 | 141.0002948747 |
| 2002-11-01 | 140.9472375892 |
| 2002-12-01 | 139.4647925848 |
| 2003-01-01 | 138.7135490298 |
| 2003-02-01 | 137.4514668563 |
| 2003-03-01 | 136.9245257274 |
| 2003-04-01 | 136.5262017145 |
| 2003-05-01 | 136.3771932298 |
| 2003-06-01 | 136.7148609358 |
| 2003-07-01 | 137.3282529600 |
| 2003-08-01 | 137.6781576645 |
| 2003-09-01 | 138.1299943064 |
| 2003-10-01 | 138.3681113180 |
| 2003-11-01 | 139.1621662740 |
| 2003-12-01 | 141.0447753076 |
| 2004-01-01 | 142.5614881155 |
| 2004-02-01 | 143.5266890927 |
| 2004-03-01 | 143.7347010668 |
| 2004-04-01 | 144.0897671648 |
| 2004-05-01 | 143.9699683410 |
| 2004-06-01 | 144.4489431157 |
| 2004-07-01 | 146.6094377067 |
| 2004-08-01 | 145.6791981197 |
| 2004-09-01 | 144.4098473660 |
| 2004-10-01 | 146.5188257739 |
| 2004-11-01 | 145.2344087356 |
| 2004-12-01 | 144.6587829147 |
| 2005-01-01 | 142.4311564124 |
| 2005-02-01 | 144.5661560973 |
| 2005-03-01 | 144.9156525107 |
| 2005-04-01 | 149.1987112128 |
| 2005-05-01 | 148.7904129555 |
| 2005-06-01 | 149.0271357633 |
| 2005-07-01 | 152.5448898543 |
| 2005-08-01 | 152.4953659127 |
| 2005-09-01 | 154.4712420542 |
| 2005-10-01 | 156.1248341393 |
| 2005-11-01 | 156.2090905977 |
| 2005-12-01 | 157.4866982432 |
| 2006-01-01 | 160.2078974282 |
| 2006-02-01 | 161.2067712673 |
| 2006-03-01 | 161.4879236192 |
| 2006-04-01 | 161.9904977582 |
| 2006-05-01 | 162.4419131455 |
| 2006-06-01 | 162.4022998393 |
| 2006-07-01 | 161.4849400228 |
| 2006-08-01 | 162.3246327254 |
| 2006-09-01 | 163.2398742207 |
| 2006-10-01 | 161.7416319624 |
| 2006-11-01 | 163.6430885093 |
| 2006-12-01 | 163.8718662449 |
| 2007-01-01 | 163.1349599320 |
| 2007-02-01 | 165.3105013602 |
| 2007-03-01 | 166.7361638339 |
| 2007-04-01 | 166.3594510081 |
| 2007-05-01 | 166.2860608516 |
| 2007-06-01 | 167.4783026787 |
| 2007-07-01 | 165.2664100101 |
| 2007-08-01 | 166.3642957456 |
| 2007-09-01 | 166.4702784178 |
| 2007-10-01 | 167.4544101684 |
| 2007-11-01 | 168.2715118092 |
| 2007-12-01 | 169.4449078213 |
| 2008-01-01 | 168.7112351793 |
| 2008-02-01 | 168.2821987125 |
| 2008-03-01 | 168.6303739355 |
| 2008-04-01 | 165.3324772692 |
| 2008-05-01 | 167.0905573116 |
| 2008-06-01 | 166.9881977194 |
| 2008-07-01 | 165.4511146172 |
| 2008-08-01 | 164.6199409624 |
| 2008-09-01 | 163.1812028503 |
| 2008-10-01 | 161.2411821436 |
| 2008-11-01 | 160.3966356694 |
| 2008-12-01 | 158.5394352126 |
| 2009-01-01 | 152.8861311534 |
| 2009-02-01 | 149.7078650680 |
| 2009-03-01 | 147.8090964255 |
| 2009-04-01 | 144.7629396745 |
| 2009-05-01 | 145.6526975816 |
| 2009-06-01 | 145.6485919482 |
| 2009-07-01 | 146.3562717024 |
| 2009-08-01 | 146.2093202155 |
| 2009-09-01 | 145.1993712454 |
| 2009-10-01 | 147.1418968801 |
| 2009-11-01 | 147.4614409388 |
| 2009-12-01 | 147.9615106246 |
| 2010-01-01 | 149.0173860714 |
| 2010-02-01 | 149.5435471734 |
| 2010-03-01 | 150.3274583067 |
| 2010-04-01 | 152.3055047946 |
| 2010-05-01 | 153.3590144824 |
| 2010-06-01 | 153.8447314208 |
| 2010-07-01 | 156.0831168597 |
| 2010-08-01 | 156.8623263748 |
| 2010-09-01 | 157.8204615420 |
| 2010-10-01 | 158.5299129098 |
| 2010-11-01 | 159.2816975847 |
| 2010-12-01 | 161.2340941435 |
| 2011-01-01 | 160.2206435704 |
| 2011-02-01 | 161.3733625635 |
| 2011-03-01 | 162.5417983255 |
| 2011-04-01 | 163.3587484373 |
| 2011-05-01 | 163.5304506381 |
| 2011-06-01 | 164.2121304409 |
| 2011-07-01 | 164.4121839454 |
| 2011-08-01 | 165.7483007816 |
| 2011-09-01 | 167.4595274687 |
| 2011-10-01 | 167.9971214194 |
| 2011-11-01 | 167.8800752375 |
| 2011-12-01 | 167.2964262077 |
| 2012-01-01 | 170.2685037474 |
| 2012-02-01 | 171.1368395974 |
| 2012-03-01 | 172.6362923353 |
| 2012-04-01 | 173.1071502677 |
| 2012-05-01 | 174.9442943926 |
| 2012-06-01 | 174.7681113924 |
| 2012-07-01 | 172.1301637746 |
| 2012-08-01 | 173.8770889313 |
| 2012-09-01 | 174.5248377131 |
| 2012-10-01 | 175.2421475878 |
| 2012-11-01 | 177.6216108733 |
| 2012-12-01 | 177.0948860024 |
| 2013-01-01 | 175.7794592565 |
| 2013-02-01 | 178.2559663987 |
| 2013-03-01 | 179.9627949805 |
| 2013-04-01 | 176.8490462649 |
| 2013-05-01 | 178.9975372490 |
| 2013-06-01 | 180.5250002970 |
| 2013-07-01 | 180.7455664831 |
| 2013-08-01 | 183.1875726894 |
| 2013-09-01 | 184.3380244549 |
| 2013-10-01 | 184.6881744087 |
| 2013-11-01 | 185.9283791797 |
| 2013-12-01 | 185.0665403705 |
| 2014-01-01 | 184.6488032493 |
| 2014-02-01 | 185.3158495136 |
| 2014-03-01 | 186.4644341531 |
| 2014-04-01 | 188.0797872542 |
| 2014-05-01 | 189.5517025887 |
| 2014-06-01 | 190.6542944342 |
| 2014-07-01 | 191.5226017080 |
| 2014-08-01 | 192.0137474728 |
| 2014-09-01 | 192.2470879096 |
| 2014-10-01 | 192.9528856382 |
| 2014-11-01 | 193.4813528533 |
| 2014-12-01 | 194.4780276979 |
| 2015-01-01 | 196.1820155803 |
| 2015-02-01 | 196.5514305411 |
| 2015-03-01 | 197.2486331888 |
| 2015-04-01 | 197.3298108552 |
| 2015-05-01 | 197.1124098527 |
| 2015-06-01 | 196.8677494634 |
| 2015-07-01 | 198.1796482590 |
| 2015-08-01 | 197.1414528404 |
| 2015-09-01 | 196.6750487486 |
| 2015-10-01 | 199.4037737612 |
| 2015-11-01 | 198.9980866771 |
| 2015-12-01 | 200.4195242663 |
| 2016-01-01 | 200.2346934626 |
| 2016-02-01 | 200.7258742857 |
| 2016-03-01 | 199.2851092106 |
| 2016-04-01 | 202.1668666013 |
| 2016-05-01 | 202.0945099251 |
| 2016-06-01 | 202.6758860153 |
| 2016-07-01 | 204.2471604160 |
| 2016-08-01 | 205.1553065151 |
| 2016-09-01 | 206.9495013047 |
| 2016-10-01 | 205.5934918397 |
| 2016-11-01 | 206.3321659068 |
| 2016-12-01 | 207.6819925727 |
| 2017-01-01 | 208.8712511695 |
| 2017-02-01 | 209.7467355759 |
| 2017-03-01 | 208.3855513469 |
| 2017-04-01 | 206.4618669734 |
| 2017-05-01 | 207.4499104893 |
| 2017-06-01 | 207.1426184608 |
| 2017-07-01 | 205.6217972354 |
| 2017-08-01 | 204.6082763750 |
| 2017-09-01 | 207.1964604471 |
| 2017-10-01 | 207.1563299657 |
| 2017-11-01 | 207.9404189513 |
| 2017-12-01 | 206.1171219012 |
| 2018-01-01 | 206.6220509252 |
| 2018-02-01 | 207.3212159096 |
| 2018-03-01 | 208.5948261134 |
| 2018-04-01 | 208.1978896807 |
| 2018-05-01 | 208.5035206142 |
| 2018-06-01 | 208.8127071515 |
| 2018-07-01 | 208.6157270594 |
| 2018-08-01 | 209.0131789229 |
| 2018-09-01 | 207.8445094662 |
| 2018-10-01 | 207.9124548057 |
| 2018-11-01 | 207.8483196118 |
| 2018-12-01 | 208.1182093967 |
| 2019-01-01 | 207.6627447305 |
| 2019-02-01 | 208.2528427051 |
| 2019-03-01 | 208.2098396677 |
| 2019-04-01 | 210.3986674814 |
| 2019-05-01 | 210.4855089424 |
| 2019-06-01 | 210.6858890646 |
| 2019-07-01 | 210.3740007209 |
| 2019-08-01 | 211.3255244717 |
| 2019-09-01 | 210.5257107304 |
| 2019-10-01 | 210.5349394658 |
| 2019-11-01 | 211.8860070661 |
| 2019-12-01 | 212.0471975882 |
| 2020-01-01 | 213.3624997668 |
| 2020-02-01 | 214.8809055248 |
| 2020-03-01 | 212.7058380661 |
| 2020-04-01 | 182.1305459673 |
| 2020-05-01 | 187.0102389850 |
| 2020-06-01 | 190.7160371758 |
| 2020-07-01 | 195.1935399042 |
| 2020-08-01 | 198.8658625420 |
| 2020-09-01 | 198.0315592162 |
| 2020-10-01 | 203.5564872407 |
| 2020-11-01 | 205.4312763261 |
| 2020-12-01 | 211.4212959121 |
| 2021-01-01 | 213.9576898976 |
| 2021-02-01 | 212.2110344779 |
| 2021-03-01 | 217.2146105967 |
| 2021-04-01 | 217.5574483335 |
| 2021-05-01 | 220.1949005933 |
| 2021-06-01 | 220.8672708812 |
| 2021-07-01 | 223.8800791612 |
| 2021-08-01 | 223.7380525493 |
| 2021-09-01 | 226.7713794569 |
| 2021-10-01 | 232.7511477183 |
| 2021-11-01 | 232.1940254899 |
| 2021-12-01 | 233.6852084011 |
| 2022-01-01 | 234.6860846615 |
| 2022-02-01 | 236.8453133635 |
| 2022-03-01 | 237.8678997374 |
| 2022-04-01 | 238.2654323299 |
| 2022-05-01 | 238.5922806509 |
| 2022-06-01 | 239.0047231628 |
| 2022-07-01 | 238.5930618674 |
| 2022-08-01 | 237.2140095079 |
| 2022-09-01 | 237.8076923194 |
| 2022-10-01 | 236.8173616934 |
| 2022-11-01 | 235.6961688121 |
| 2022-12-01 | 235.0146825159 |
| 2023-01-01 | 235.5360929579 |
| 2023-02-01 | 234.1929972854 |
| 2023-03-01 | 234.8343607784 |
| 2023-04-01 | 234.1776720016 |
| 2023-05-01 | 231.5240716858 |
| 2023-06-01 | 230.9883630381 |
| 2023-07-01 | 230.6097828876 |
| 2023-08-01 | 229.2447353839 |
| 2023-09-01 | 230.1397990048 |
| 2023-10-01 | 228.5452583047 |
| 2023-11-01 | 228.3196401987 |
| 2023-12-01 | 227.0511697962 |
| 2024-01-01 | 225.8770078582 |
| 2024-02-01 | 226.1124668104 |
| 2024-03-01 | 225.0557940170 |
| 2024-04-01 | 225.3564936639 |
| 2024-05-01 | 226.2493411204 |
| 2024-06-01 | 225.7001520598 |
| 2024-07-01 | 224.5624362726 |
| 2024-08-01 | 226.8820491352 |
| 2024-09-01 | 226.6504773690 |
| 2024-10-01 | 228.9474072104 |
| 2024-11-01 | 229.1134469320 |
| 2024-12-01 | 228.3142220907 |
| 2025-01-01 | 225.7719427511 |
| 2025-02-01 | 225.2102947187 |
| 2025-03-01 | 225.3865553281 |
| 2025-04-01 | 227.4815888703 |
| 2025-05-01 | 229.7433492282 |
| 2025-06-01 | 228.7210279025 |
| 2025-07-01 | 228.8330558792 |
| 2025-08-01 | 229.5622325431 |
| 2025-09-01 | 230.7885587100 |
| 2025-10-01 | 228.4474056162 |
| 2025-11-01 | 229.2842624297 |
| 2025-12-01 | 231.5463373886 |
| 2026-01-01 | 235.3239169122 |
| 2026-02-01 | 236.1012580490 |
| 2026-03-01 | 239.2610850057 |
| 2026-04-01 | 236.8317818201 |
| 2026-05-01 | 234.5666823053 |
| 2026-06-01 | 237.3213879747 |
| 2026-07-01 | 237.4439669579 |
| 2026-08-01 | 239.1408427901 |
| 2026-09-01 | 239.8939811812 |