Table Data - All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Dallas-Plano-Irving, TX (MD) |
|---|---|
| Series ID | SMU48191246056130001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 9:45 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 | 31.3279207607851 |
| 1990-02-01 | 31.1608265894369 |
| 1990-03-01 | 31.3152932969858 |
| 1990-04-01 | 30.0599084508732 |
| 1990-05-01 | 30.1506683631154 |
| 1990-06-01 | 30.8861087586364 |
| 1990-07-01 | 31.6797241879539 |
| 1990-08-01 | 32.9655926333800 |
| 1990-09-01 | 33.8281277613587 |
| 1990-10-01 | 33.7176852621619 |
| 1990-11-01 | 35.1283523675943 |
| 1990-12-01 | 36.8975860806806 |
| 1991-01-01 | 33.7468763516945 |
| 1991-02-01 | 32.3541619948042 |
| 1991-03-01 | 33.0365784762875 |
| 1991-04-01 | 32.4840439135745 |
| 1991-05-01 | 32.5610743119315 |
| 1991-06-01 | 32.0420572940509 |
| 1991-07-01 | 31.7513886220109 |
| 1991-08-01 | 31.8398605410318 |
| 1991-09-01 | 31.5804302807494 |
| 1991-10-01 | 32.0870768993315 |
| 1991-11-01 | 31.9318095231310 |
| 1991-12-01 | 32.0063628748321 |
| 1992-01-01 | 33.3454752761794 |
| 1992-02-01 | 33.1356962599368 |
| 1992-03-01 | 33.5305516760877 |
| 1992-04-01 | 34.3265694489269 |
| 1992-05-01 | 34.9326895648748 |
| 1992-06-01 | 34.9710086910483 |
| 1992-07-01 | 35.4197227156441 |
| 1992-08-01 | 35.1321622947579 |
| 1992-09-01 | 36.1065934119074 |
| 1992-10-01 | 36.6161600721388 |
| 1992-11-01 | 36.6017415820117 |
| 1992-12-01 | 36.7268248919706 |
| 1993-01-01 | 36.6161936019903 |
| 1993-02-01 | 37.1597583530643 |
| 1993-03-01 | 37.3569666792074 |
| 1993-04-01 | 38.2225860166337 |
| 1993-05-01 | 38.2799104980174 |
| 1993-06-01 | 39.1147251732779 |
| 1993-07-01 | 40.7064397904834 |
| 1993-08-01 | 41.1784482288261 |
| 1993-09-01 | 40.7526595887445 |
| 1993-10-01 | 40.9983821124835 |
| 1993-11-01 | 41.4038548264349 |
| 1993-12-01 | 41.8446750031595 |
| 1994-01-01 | 42.0905914467978 |
| 1994-02-01 | 40.8269214994993 |
| 1994-03-01 | 41.8721785024333 |
| 1994-04-01 | 43.3938238709520 |
| 1994-05-01 | 41.9227845430310 |
| 1994-06-01 | 42.2869340366469 |
| 1994-07-01 | 47.4671043251881 |
| 1994-08-01 | 47.2586540206935 |
| 1994-09-01 | 48.1196617604680 |
| 1994-10-01 | 45.2882154005863 |
| 1994-11-01 | 45.8587623253809 |
| 1994-12-01 | 46.2886574526188 |
| 1995-01-01 | 46.2625453125912 |
| 1995-02-01 | 45.9299829154317 |
| 1995-03-01 | 46.6051899946277 |
| 1995-04-01 | 46.2268989309511 |
| 1995-05-01 | 46.5217476685821 |
| 1995-06-01 | 46.5465363356327 |
| 1995-07-01 | 46.5868425847036 |
| 1995-08-01 | 47.1282100332773 |
| 1995-09-01 | 47.3142629209066 |
| 1995-10-01 | 47.5843530570045 |
| 1995-11-01 | 48.6266834002362 |
| 1995-12-01 | 48.7153496941187 |
| 1996-01-01 | 48.4166558351430 |
| 1996-02-01 | 48.7790818941993 |
| 1996-03-01 | 48.4144196145132 |
| 1996-04-01 | 48.9183902905972 |
| 1996-05-01 | 49.4848287918488 |
| 1996-06-01 | 49.2419530726984 |
| 1996-07-01 | 50.3506125982248 |
| 1996-08-01 | 50.7374201200501 |
| 1996-09-01 | 51.0250016382634 |
| 1996-10-01 | 51.4587030687271 |
| 1996-11-01 | 52.0749133418209 |
| 1996-12-01 | 52.1793979319718 |
| 1997-01-01 | 55.3011357713828 |
| 1997-02-01 | 55.9016426896336 |
| 1997-03-01 | 56.9691954899567 |
| 1997-04-01 | 57.6131912859398 |
| 1997-05-01 | 58.1837042622803 |
| 1997-06-01 | 57.8732829464072 |
| 1997-07-01 | 58.2736933914678 |
| 1997-08-01 | 59.0215166220163 |
| 1997-09-01 | 59.4598919032072 |
| 1997-10-01 | 60.4460454235217 |
| 1997-11-01 | 61.1544350130752 |
| 1997-12-01 | 61.6828800560781 |
| 1998-01-01 | 63.9917219661055 |
| 1998-02-01 | 63.8211654608231 |
| 1998-03-01 | 64.0503736071221 |
| 1998-04-01 | 64.1314426753421 |
| 1998-05-01 | 64.2736132877273 |
| 1998-06-01 | 65.3052051836964 |
| 1998-07-01 | 65.8066529399663 |
| 1998-08-01 | 65.9216376805763 |
| 1998-09-01 | 64.5647398517987 |
| 1998-10-01 | 68.1223814593546 |
| 1998-11-01 | 68.1110678027904 |
| 1998-12-01 | 68.2358866202158 |
| 1999-01-01 | 67.4169199407978 |
| 1999-02-01 | 68.8008308131592 |
| 1999-03-01 | 69.7553241197446 |
| 1999-04-01 | 70.6551630441560 |
| 1999-05-01 | 70.1984035388508 |
| 1999-06-01 | 71.9737011253579 |
| 1999-07-01 | 71.3958410598221 |
| 1999-08-01 | 71.4526423474030 |
| 1999-09-01 | 70.0952117686438 |
| 1999-10-01 | 73.0926507655634 |
| 1999-11-01 | 73.8725127353402 |
| 1999-12-01 | 74.6512083294096 |
| 2000-01-01 | 78.0848638495447 |
| 2000-02-01 | 78.2241604593285 |
| 2000-03-01 | 79.0549858997722 |
| 2000-04-01 | 80.0147996185036 |
| 2000-05-01 | 80.6401941897097 |
| 2000-06-01 | 82.2040149305483 |
| 2000-07-01 | 80.8817281301111 |
| 2000-08-01 | 81.1508637232596 |
| 2000-09-01 | 81.4673576466280 |
| 2000-10-01 | 80.3496491594032 |
| 2000-11-01 | 80.2712876350427 |
| 2000-12-01 | 79.3313492155242 |
| 2001-01-01 | 76.8242823830280 |
| 2001-02-01 | 75.1908424944356 |
| 2001-03-01 | 74.0385514522241 |
| 2001-04-01 | 71.1281018111814 |
| 2001-05-01 | 70.1023007824974 |
| 2001-06-01 | 67.9581304532483 |
| 2001-07-01 | 67.0939669761359 |
| 2001-08-01 | 66.5254692478501 |
| 2001-09-01 | 64.7089298482197 |
| 2001-10-01 | 60.9186453515769 |
| 2001-11-01 | 60.9152838006354 |
| 2001-12-01 | 60.8527742253040 |
| 2002-01-01 | 59.3892333712305 |
| 2002-02-01 | 58.7516080490058 |
| 2002-03-01 | 58.7096823115198 |
| 2002-04-01 | 59.8458100583832 |
| 2002-05-01 | 60.7192141062818 |
| 2002-06-01 | 60.5999501900000 |
| 2002-07-01 | 61.3288575120506 |
| 2002-08-01 | 62.8054446589463 |
| 2002-09-01 | 61.6592426179619 |
| 2002-10-01 | 61.4973495868951 |
| 2002-11-01 | 61.1289894404817 |
| 2002-12-01 | 60.0379679652375 |
| 2003-01-01 | 59.7292202185925 |
| 2003-02-01 | 59.3065415174950 |
| 2003-03-01 | 59.1592673461387 |
| 2003-04-01 | 59.1212712844233 |
| 2003-05-01 | 59.2534064117937 |
| 2003-06-01 | 59.7199017463795 |
| 2003-07-01 | 59.6784666137870 |
| 2003-08-01 | 60.2043366902291 |
| 2003-09-01 | 60.6873348006960 |
| 2003-10-01 | 60.3806188809569 |
| 2003-11-01 | 61.7840651948638 |
| 2003-12-01 | 62.5994545656507 |
| 2004-01-01 | 64.3224522902861 |
| 2004-02-01 | 64.6113573185757 |
| 2004-03-01 | 64.5024119517378 |
| 2004-04-01 | 64.6731525051009 |
| 2004-05-01 | 64.5719524886665 |
| 2004-06-01 | 64.4041926829830 |
| 2004-07-01 | 65.7158019076957 |
| 2004-08-01 | 66.2159365590920 |
| 2004-09-01 | 64.2283875239232 |
| 2004-10-01 | 65.3266225924140 |
| 2004-11-01 | 64.1882214900887 |
| 2004-12-01 | 64.2040017284731 |
| 2005-01-01 | 64.2508095657923 |
| 2005-02-01 | 64.2066874130902 |
| 2005-03-01 | 64.4121447147761 |
| 2005-04-01 | 66.9241369326212 |
| 2005-05-01 | 66.0999947010733 |
| 2005-06-01 | 66.4075814300053 |
| 2005-07-01 | 68.0568186006066 |
| 2005-08-01 | 68.6517416896302 |
| 2005-09-01 | 69.9337213586533 |
| 2005-10-01 | 72.1341323085298 |
| 2005-11-01 | 71.5317027524935 |
| 2005-12-01 | 72.1492482258626 |
| 2006-01-01 | 73.3262728379147 |
| 2006-02-01 | 73.7972584119495 |
| 2006-03-01 | 73.9706656303765 |
| 2006-04-01 | 74.1545714611357 |
| 2006-05-01 | 74.5083064009064 |
| 2006-06-01 | 74.4581532589536 |
| 2006-07-01 | 71.8424282609425 |
| 2006-08-01 | 73.7141325863413 |
| 2006-09-01 | 74.2809371280694 |
| 2006-10-01 | 73.5124320341461 |
| 2006-11-01 | 74.3867549332973 |
| 2006-12-01 | 74.3251165446320 |
| 2007-01-01 | 73.6449732659726 |
| 2007-02-01 | 74.6193217835282 |
| 2007-03-01 | 75.3038277007121 |
| 2007-04-01 | 75.9816279509622 |
| 2007-05-01 | 75.6684374139464 |
| 2007-06-01 | 75.7909346335639 |
| 2007-07-01 | 72.4207264310582 |
| 2007-08-01 | 73.6324949665868 |
| 2007-09-01 | 74.0585503739793 |
| 2007-10-01 | 75.3850970029818 |
| 2007-11-01 | 76.0566729614878 |
| 2007-12-01 | 77.1668562783279 |
| 2008-01-01 | 75.6169761712218 |
| 2008-02-01 | 75.0994265637127 |
| 2008-03-01 | 75.7299872855322 |
| 2008-04-01 | 72.3429784118362 |
| 2008-05-01 | 73.4378095460833 |
| 2008-06-01 | 73.7616241877051 |
| 2008-07-01 | 71.8417598776404 |
| 2008-08-01 | 71.9814759519696 |
| 2008-09-01 | 70.6513799639430 |
| 2008-10-01 | 67.6735905054538 |
| 2008-11-01 | 66.5144770810840 |
| 2008-12-01 | 65.2065661692781 |
| 2009-01-01 | 59.6108311125748 |
| 2009-02-01 | 57.1257448422611 |
| 2009-03-01 | 55.3330250346477 |
| 2009-04-01 | 52.9350859574418 |
| 2009-05-01 | 53.6634416721389 |
| 2009-06-01 | 52.9172768598334 |
| 2009-07-01 | 54.1446109736425 |
| 2009-08-01 | 54.0924275612512 |
| 2009-09-01 | 53.3532413259017 |
| 2009-10-01 | 55.0188475462565 |
| 2009-11-01 | 55.3353599375279 |
| 2009-12-01 | 56.0264989878496 |
| 2010-01-01 | 57.4376776929994 |
| 2010-02-01 | 57.9503826790384 |
| 2010-03-01 | 58.6151722046682 |
| 2010-04-01 | 59.3202050808639 |
| 2010-05-01 | 60.1589937107879 |
| 2010-06-01 | 60.6503776713962 |
| 2010-07-01 | 62.7412900959318 |
| 2010-08-01 | 63.5797132610552 |
| 2010-09-01 | 64.5691035977536 |
| 2010-10-01 | 64.9504582425456 |
| 2010-11-01 | 65.4351553962696 |
| 2010-12-01 | 66.8015006677037 |
| 2011-01-01 | 65.3584469380636 |
| 2011-02-01 | 65.8055441483453 |
| 2011-03-01 | 66.3219791055146 |
| 2011-04-01 | 66.6788540072670 |
| 2011-05-01 | 66.6228152316053 |
| 2011-06-01 | 67.0062985193590 |
| 2011-07-01 | 67.1719760561813 |
| 2011-08-01 | 67.6890787786369 |
| 2011-09-01 | 68.1691386391586 |
| 2011-10-01 | 67.9350949714792 |
| 2011-11-01 | 67.7571315869017 |
| 2011-12-01 | 66.7744708631511 |
| 2012-01-01 | 70.5383270112088 |
| 2012-02-01 | 71.1674591934819 |
| 2012-03-01 | 72.0996997994070 |
| 2012-04-01 | 73.1766690917059 |
| 2012-05-01 | 74.8594957103076 |
| 2012-06-01 | 74.4822122254588 |
| 2012-07-01 | 72.2895227519884 |
| 2012-08-01 | 73.6740614657400 |
| 2012-09-01 | 73.9870147439974 |
| 2012-10-01 | 74.6541644584469 |
| 2012-11-01 | 76.7270482165299 |
| 2012-12-01 | 75.9501183036228 |
| 2013-01-01 | 74.9755844867730 |
| 2013-02-01 | 77.0196137408052 |
| 2013-03-01 | 78.3987428547172 |
| 2013-04-01 | 76.4341699380296 |
| 2013-05-01 | 77.5453663000132 |
| 2013-06-01 | 78.3122984362198 |
| 2013-07-01 | 77.9672105480169 |
| 2013-08-01 | 79.5423874191218 |
| 2013-09-01 | 80.4058425080656 |
| 2013-10-01 | 80.4662932211664 |
| 2013-11-01 | 80.6703825329788 |
| 2013-12-01 | 79.5766107289972 |
| 2014-01-01 | 79.2733626131300 |
| 2014-02-01 | 79.3967558115657 |
| 2014-03-01 | 80.3993274660623 |
| 2014-04-01 | 81.3184917463575 |
| 2014-05-01 | 82.4335668054437 |
| 2014-06-01 | 82.7787339958232 |
| 2014-07-01 | 82.6735898524890 |
| 2014-08-01 | 82.3971206445357 |
| 2014-09-01 | 82.8312981382734 |
| 2014-10-01 | 83.1771643292579 |
| 2014-11-01 | 83.6705070671099 |
| 2014-12-01 | 84.3450983467456 |
| 2015-01-01 | 85.0708263980382 |
| 2015-02-01 | 84.9861488376119 |
| 2015-03-01 | 85.5253956073206 |
| 2015-04-01 | 85.2033874632424 |
| 2015-05-01 | 84.7630875926583 |
| 2015-06-01 | 84.1470804281572 |
| 2015-07-01 | 85.0285850476093 |
| 2015-08-01 | 84.7391019705107 |
| 2015-09-01 | 84.4444419977690 |
| 2015-10-01 | 86.2914108413394 |
| 2015-11-01 | 85.7890026724655 |
| 2015-12-01 | 86.5805935820773 |
| 2016-01-01 | 86.0926176314236 |
| 2016-02-01 | 86.4851742770378 |
| 2016-03-01 | 85.9190682255747 |
| 2016-04-01 | 87.1261212860798 |
| 2016-05-01 | 87.2596029887549 |
| 2016-06-01 | 86.7595830596510 |
| 2016-07-01 | 88.6927912211314 |
| 2016-08-01 | 89.3435540016432 |
| 2016-09-01 | 90.4948562460735 |
| 2016-10-01 | 89.0126453511472 |
| 2016-11-01 | 90.0322264306122 |
| 2016-12-01 | 90.6376732413885 |
| 2017-01-01 | 92.8339599742833 |
| 2017-02-01 | 93.1721533213354 |
| 2017-03-01 | 90.9166936016484 |
| 2017-04-01 | 89.1108294293177 |
| 2017-05-01 | 89.6004251150284 |
| 2017-06-01 | 89.7247042048674 |
| 2017-07-01 | 88.2804268489562 |
| 2017-08-01 | 87.3331684232271 |
| 2017-09-01 | 89.7219881706224 |
| 2017-10-01 | 88.7560815553853 |
| 2017-11-01 | 89.3686313243322 |
| 2017-12-01 | 88.3970017724645 |
| 2018-01-01 | 89.1132907570468 |
| 2018-02-01 | 89.7549751980224 |
| 2018-03-01 | 90.5684065703926 |
| 2018-04-01 | 91.2355056507288 |
| 2018-05-01 | 91.8502832280448 |
| 2018-06-01 | 91.3694372409092 |
| 2018-07-01 | 91.9109132014081 |
| 2018-08-01 | 91.8275996082787 |
| 2018-09-01 | 90.7756939072213 |
| 2018-10-01 | 90.6783818346075 |
| 2018-11-01 | 90.8515774617711 |
| 2018-12-01 | 90.5070418653093 |
| 2019-01-01 | 89.6087379089295 |
| 2019-02-01 | 89.6532117089432 |
| 2019-03-01 | 89.5056176344786 |
| 2019-04-01 | 90.6649144837377 |
| 2019-05-01 | 91.0824881468641 |
| 2019-06-01 | 91.2053254550918 |
| 2019-07-01 | 91.4617380200768 |
| 2019-08-01 | 91.8917827521206 |
| 2019-09-01 | 90.5055496880515 |
| 2019-10-01 | 90.9098673751561 |
| 2019-11-01 | 92.1173673528630 |
| 2019-12-01 | 92.3851992744201 |
| 2020-01-01 | 92.8599254974488 |
| 2020-02-01 | 93.9156429216789 |
| 2020-03-01 | 92.0472589140753 |
| 2020-04-01 | 72.6922038204659 |
| 2020-05-01 | 75.6876431730135 |
| 2020-06-01 | 78.7659121713546 |
| 2020-07-01 | 83.3959950919074 |
| 2020-08-01 | 86.6054015325931 |
| 2020-09-01 | 84.8739512341089 |
| 2020-10-01 | 88.5757913781235 |
| 2020-11-01 | 90.2264205482582 |
| 2020-12-01 | 95.2262742202146 |
| 2021-01-01 | 96.1727601577840 |
| 2021-02-01 | 94.5612753226539 |
| 2021-03-01 | 97.8603123726134 |
| 2021-04-01 | 97.0541461478105 |
| 2021-05-01 | 98.8578766315747 |
| 2021-06-01 | 98.9398018252222 |
| 2021-07-01 | 100.6055022963000 |
| 2021-08-01 | 100.7682173055780 |
| 2021-09-01 | 103.0509383943540 |
| 2021-10-01 | 108.8565584939840 |
| 2021-11-01 | 108.0158500546650 |
| 2021-12-01 | 108.5162268402030 |
| 2022-01-01 | 109.1197247091500 |
| 2022-02-01 | 110.0938754910830 |
| 2022-03-01 | 110.4082562218430 |
| 2022-04-01 | 109.9037795070850 |
| 2022-05-01 | 109.2908857966400 |
| 2022-06-01 | 108.8936685095490 |
| 2022-07-01 | 108.0693453307340 |
| 2022-08-01 | 106.5586078407620 |
| 2022-09-01 | 105.5985754778190 |
| 2022-10-01 | 104.6586111635960 |
| 2022-11-01 | 103.3658452589670 |
| 2022-12-01 | 102.1337187917810 |
| 2023-01-01 | 101.6512841421130 |
| 2023-02-01 | 100.2942335576670 |
| 2023-03-01 | 100.0473468576710 |
| 2023-04-01 | 101.1101799045700 |
| 2023-05-01 | 98.0810461901230 |
| 2023-06-01 | 97.1450970691676 |
| 2023-07-01 | 97.0577483896620 |
| 2023-08-01 | 96.0278929909124 |
| 2023-09-01 | 95.5553282052304 |
| 2023-10-01 | 95.1929053538084 |
| 2023-11-01 | 95.9269809421242 |
| 2023-12-01 | 95.0047914425820 |
| 2024-01-01 | 93.9035660244122 |
| 2024-02-01 | 93.3429730365452 |
| 2024-03-01 | 92.0385487337350 |
| 2024-04-01 | 92.4061513757067 |
| 2024-05-01 | 92.0267193723136 |
| 2024-06-01 | 91.7320608829543 |
| 2024-07-01 | 90.9824915149571 |
| 2024-08-01 | 92.2019611917193 |
| 2024-09-01 | 91.8505700190058 |
| 2024-10-01 | 93.1663961927684 |
| 2024-11-01 | 94.4875154257566 |
| 2024-12-01 | 94.4622268750852 |
| 2025-01-01 | 91.0579484046614 |
| 2025-02-01 | 90.0156361460225 |
| 2025-03-01 | 89.7870658513654 |
| 2025-04-01 | 92.1638082938025 |
| 2025-05-01 | 93.7459008964375 |
| 2025-06-01 | 93.9911098833429 |
| 2025-07-01 | 93.5426588986512 |
| 2025-08-01 | 93.8840961359365 |
| 2025-09-01 | 94.9698667643749 |
| 2025-10-01 | 94.3110176136893 |
| 2025-11-01 | 94.7069684281863 |
| 2025-12-01 | 95.8046754485164 |
| 2026-01-01 | 99.6681816300209 |
| 2026-02-01 | 99.5206958482278 |
| 2026-03-01 | 102.0830393548210 |
| 2026-04-01 | 99.4795547996584 |
| 2026-05-01 | 98.0646565888831 |
| 2026-06-01 | 97.9873291811691 |