Table Data - All Employees: Professional and Business Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MSA)
| Title | All Employees: Professional and Business Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MSA) |
|---|---|
| Series ID | WASH911PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 2:45 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 | 366.513989262913 |
| 1990-02-01 | 368.291040045438 |
| 1990-03-01 | 370.080780767727 |
| 1990-04-01 | 370.091924655155 |
| 1990-05-01 | 370.953525395728 |
| 1990-06-01 | 372.419985018287 |
| 1990-07-01 | 371.801161806401 |
| 1990-08-01 | 372.505561493304 |
| 1990-09-01 | 372.024462902274 |
| 1990-10-01 | 370.014638931607 |
| 1990-11-01 | 369.120586302656 |
| 1990-12-01 | 368.972929818233 |
| 1991-01-01 | 368.844630315022 |
| 1991-02-01 | 368.142009395469 |
| 1991-03-01 | 368.366533212270 |
| 1991-04-01 | 364.862082043666 |
| 1991-05-01 | 364.885049460180 |
| 1991-06-01 | 364.080471214614 |
| 1991-07-01 | 365.183365413634 |
| 1991-08-01 | 364.601905019186 |
| 1991-09-01 | 365.843139208368 |
| 1991-10-01 | 364.008516644401 |
| 1991-11-01 | 364.551804160681 |
| 1991-12-01 | 364.164864805757 |
| 1992-01-01 | 367.588804711542 |
| 1992-02-01 | 366.682832777078 |
| 1992-03-01 | 367.485748101460 |
| 1992-04-01 | 368.950170920095 |
| 1992-05-01 | 368.541725711312 |
| 1992-06-01 | 369.363380882284 |
| 1992-07-01 | 369.986549826614 |
| 1992-08-01 | 368.006373441590 |
| 1992-09-01 | 370.721068387016 |
| 1992-10-01 | 373.820835268569 |
| 1992-11-01 | 374.005503761045 |
| 1992-12-01 | 374.924050008785 |
| 1993-01-01 | 375.777557453156 |
| 1993-02-01 | 376.377640497336 |
| 1993-03-01 | 375.063263789378 |
| 1993-04-01 | 379.334842935374 |
| 1993-05-01 | 380.828357058754 |
| 1993-06-01 | 380.739272849419 |
| 1993-07-01 | 380.939329394374 |
| 1993-08-01 | 380.019880839552 |
| 1993-09-01 | 382.945985677439 |
| 1993-10-01 | 386.129814636925 |
| 1993-11-01 | 387.183606799300 |
| 1993-12-01 | 388.629348546105 |
| 1994-01-01 | 389.461126445535 |
| 1994-02-01 | 390.123054867082 |
| 1994-03-01 | 389.869307574252 |
| 1994-04-01 | 389.778233358069 |
| 1994-05-01 | 391.244977080742 |
| 1994-06-01 | 393.045991517117 |
| 1994-07-01 | 393.308942132360 |
| 1994-08-01 | 394.770843763633 |
| 1994-09-01 | 397.942168644679 |
| 1994-10-01 | 396.478980612345 |
| 1994-11-01 | 398.192282871351 |
| 1994-12-01 | 399.334875761988 |
| 1995-01-01 | 400.093172264394 |
| 1995-02-01 | 401.587641006480 |
| 1995-03-01 | 403.995797333419 |
| 1995-04-01 | 407.324361541678 |
| 1995-05-01 | 408.959234043944 |
| 1995-06-01 | 410.566051169092 |
| 1995-07-01 | 411.608269327463 |
| 1995-08-01 | 412.808085252866 |
| 1995-09-01 | 414.226800237000 |
| 1995-10-01 | 414.720634142218 |
| 1995-11-01 | 417.686063459475 |
| 1995-12-01 | 419.944888666812 |
| 1996-01-01 | 419.157885128733 |
| 1996-02-01 | 423.350501198801 |
| 1996-03-01 | 425.799402127940 |
| 1996-04-01 | 427.033400336194 |
| 1996-05-01 | 430.134400650739 |
| 1996-06-01 | 431.765940369038 |
| 1996-07-01 | 436.635410602758 |
| 1996-08-01 | 438.281638877885 |
| 1996-09-01 | 439.733785442663 |
| 1996-10-01 | 442.932530293777 |
| 1996-11-01 | 444.721526134240 |
| 1996-12-01 | 446.017758775776 |
| 1997-01-01 | 446.631226219597 |
| 1997-02-01 | 448.091169437992 |
| 1997-03-01 | 451.185648979631 |
| 1997-04-01 | 454.255426802320 |
| 1997-05-01 | 456.058319697156 |
| 1997-06-01 | 457.942909019035 |
| 1997-07-01 | 461.259324355125 |
| 1997-08-01 | 461.802308858475 |
| 1997-09-01 | 464.677607379925 |
| 1997-10-01 | 466.666227814007 |
| 1997-11-01 | 468.529884065542 |
| 1997-12-01 | 470.510992465954 |
| 1998-01-01 | 475.319377247529 |
| 1998-02-01 | 478.632843589211 |
| 1998-03-01 | 482.286971422805 |
| 1998-04-01 | 480.816976491884 |
| 1998-05-01 | 484.737063094311 |
| 1998-06-01 | 487.312060167914 |
| 1998-07-01 | 489.453220492152 |
| 1998-08-01 | 490.994762123714 |
| 1998-09-01 | 492.424272563914 |
| 1998-10-01 | 495.681708287607 |
| 1998-11-01 | 497.165879996891 |
| 1998-12-01 | 499.926498691431 |
| 1999-01-01 | 509.430752306561 |
| 1999-02-01 | 512.082395641403 |
| 1999-03-01 | 513.018572052318 |
| 1999-04-01 | 516.464117666735 |
| 1999-05-01 | 518.176573129526 |
| 1999-06-01 | 520.959044633424 |
| 1999-07-01 | 528.597436140213 |
| 1999-08-01 | 531.673056585987 |
| 1999-09-01 | 533.792222612038 |
| 1999-10-01 | 534.023570761753 |
| 1999-11-01 | 536.660760598901 |
| 1999-12-01 | 539.774795780570 |
| 2000-01-01 | 545.702842321411 |
| 2000-02-01 | 546.773721878702 |
| 2000-03-01 | 550.260141837828 |
| 2000-04-01 | 554.191860514536 |
| 2000-05-01 | 556.402295025846 |
| 2000-06-01 | 560.697639240954 |
| 2000-07-01 | 561.751512087827 |
| 2000-08-01 | 564.240641763777 |
| 2000-09-01 | 568.033469060696 |
| 2000-10-01 | 570.475236500384 |
| 2000-11-01 | 572.163763654630 |
| 2000-12-01 | 574.467345211221 |
| 2001-01-01 | 576.037889079643 |
| 2001-02-01 | 577.297060294454 |
| 2001-03-01 | 576.445987016339 |
| 2001-04-01 | 574.234061925469 |
| 2001-05-01 | 574.640296619723 |
| 2001-06-01 | 575.269091480945 |
| 2001-07-01 | 570.692003059457 |
| 2001-08-01 | 570.684678306375 |
| 2001-09-01 | 566.385392347548 |
| 2001-10-01 | 569.764597128523 |
| 2001-11-01 | 569.129734165160 |
| 2001-12-01 | 569.863815779117 |
| 2002-01-01 | 565.158920446845 |
| 2002-02-01 | 565.094662619066 |
| 2002-03-01 | 565.232715387346 |
| 2002-04-01 | 564.494718303487 |
| 2002-05-01 | 564.520495173708 |
| 2002-06-01 | 562.511515225855 |
| 2002-07-01 | 561.856065930530 |
| 2002-08-01 | 561.775807749102 |
| 2002-09-01 | 561.805833774433 |
| 2002-10-01 | 562.794644453864 |
| 2002-11-01 | 564.049701755375 |
| 2002-12-01 | 563.940549867025 |
| 2003-01-01 | 579.124137462470 |
| 2003-02-01 | 575.540095879506 |
| 2003-03-01 | 575.914078648300 |
| 2003-04-01 | 586.038119926353 |
| 2003-05-01 | 587.913366599395 |
| 2003-06-01 | 588.367846581697 |
| 2003-07-01 | 590.097485822223 |
| 2003-08-01 | 591.898733623098 |
| 2003-09-01 | 593.875709491316 |
| 2003-10-01 | 596.242889680231 |
| 2003-11-01 | 598.603865042944 |
| 2003-12-01 | 601.392170567316 |
| 2004-01-01 | 602.626968826565 |
| 2004-02-01 | 604.357569134125 |
| 2004-03-01 | 609.334055254229 |
| 2004-04-01 | 610.310864610633 |
| 2004-05-01 | 613.464966058510 |
| 2004-06-01 | 616.640955858677 |
| 2004-07-01 | 620.857878614108 |
| 2004-08-01 | 623.356974043854 |
| 2004-09-01 | 626.224997116872 |
| 2004-10-01 | 628.715661977690 |
| 2004-11-01 | 629.482071326257 |
| 2004-12-01 | 632.522872818824 |
| 2005-01-01 | 634.102140076323 |
| 2005-02-01 | 636.478674663170 |
| 2005-03-01 | 637.236353016827 |
| 2005-04-01 | 640.786285563051 |
| 2005-05-01 | 641.757668205344 |
| 2005-06-01 | 643.366597008468 |
| 2005-07-01 | 647.287962937351 |
| 2005-08-01 | 648.789637697502 |
| 2005-09-01 | 653.876099875272 |
| 2005-10-01 | 651.298231721941 |
| 2005-11-01 | 653.627467480954 |
| 2005-12-01 | 653.824272094306 |
| 2006-01-01 | 655.998045447814 |
| 2006-02-01 | 658.270865581155 |
| 2006-03-01 | 659.758551790277 |
| 2006-04-01 | 660.847811459535 |
| 2006-05-01 | 662.324494724459 |
| 2006-06-01 | 665.809187523580 |
| 2006-07-01 | 664.624632812824 |
| 2006-08-01 | 665.792124401580 |
| 2006-09-01 | 667.276284623099 |
| 2006-10-01 | 664.554503688275 |
| 2006-11-01 | 666.196940469252 |
| 2006-12-01 | 667.846146197528 |
| 2007-01-01 | 669.675660319639 |
| 2007-02-01 | 671.455673739150 |
| 2007-03-01 | 672.614359740082 |
| 2007-04-01 | 672.298578917463 |
| 2007-05-01 | 673.517467139955 |
| 2007-06-01 | 674.840304561772 |
| 2007-07-01 | 672.340462045988 |
| 2007-08-01 | 673.658264048281 |
| 2007-09-01 | 672.400073621039 |
| 2007-10-01 | 675.902699065490 |
| 2007-11-01 | 677.158377496104 |
| 2007-12-01 | 678.922770605664 |
| 2008-01-01 | 679.123670929297 |
| 2008-02-01 | 679.362416555127 |
| 2008-03-01 | 679.450662128266 |
| 2008-04-01 | 682.595372574129 |
| 2008-05-01 | 682.501517084191 |
| 2008-06-01 | 681.417027806335 |
| 2008-07-01 | 683.148815709918 |
| 2008-08-01 | 683.575099579162 |
| 2008-09-01 | 683.675677283282 |
| 2008-10-01 | 681.815987198892 |
| 2008-11-01 | 680.919039781356 |
| 2008-12-01 | 679.783309534263 |
| 2009-01-01 | 681.550334396954 |
| 2009-02-01 | 678.672265269507 |
| 2009-03-01 | 676.569425647089 |
| 2009-04-01 | 671.579872440275 |
| 2009-05-01 | 671.389206403804 |
| 2009-06-01 | 671.717507063330 |
| 2009-07-01 | 671.800264785388 |
| 2009-08-01 | 671.412516462133 |
| 2009-09-01 | 669.619260990412 |
| 2009-10-01 | 674.233634722947 |
| 2009-11-01 | 675.662420609554 |
| 2009-12-01 | 677.348854558037 |
| 2010-01-01 | 674.000434791474 |
| 2010-02-01 | 671.874710389601 |
| 2010-03-01 | 675.581227643317 |
| 2010-04-01 | 682.646575287204 |
| 2010-05-01 | 683.062401853584 |
| 2010-06-01 | 683.855766799475 |
| 2010-07-01 | 680.666145437012 |
| 2010-08-01 | 680.248875855978 |
| 2010-09-01 | 681.060731184577 |
| 2010-10-01 | 683.929540185048 |
| 2010-11-01 | 684.401030428801 |
| 2010-12-01 | 687.378400180206 |
| 2011-01-01 | 690.716858406030 |
| 2011-02-01 | 690.938765065004 |
| 2011-03-01 | 692.941178158910 |
| 2011-04-01 | 691.583735106138 |
| 2011-05-01 | 690.668880141937 |
| 2011-06-01 | 691.172584050853 |
| 2011-07-01 | 696.804350253480 |
| 2011-08-01 | 697.356720100268 |
| 2011-09-01 | 698.880554750795 |
| 2011-10-01 | 698.422346981860 |
| 2011-11-01 | 699.086926613776 |
| 2011-12-01 | 699.842827419401 |
| 2012-01-01 | 698.992154879381 |
| 2012-02-01 | 699.626383570047 |
| 2012-03-01 | 702.688947052825 |
| 2012-04-01 | 705.859414986330 |
| 2012-05-01 | 706.152703430560 |
| 2012-06-01 | 707.981900630999 |
| 2012-07-01 | 707.339271333173 |
| 2012-08-01 | 709.950680434354 |
| 2012-09-01 | 709.690750662340 |
| 2012-10-01 | 711.148841297981 |
| 2012-11-01 | 712.219561577264 |
| 2012-12-01 | 711.736739535825 |
| 2013-01-01 | 711.603058507657 |
| 2013-02-01 | 712.920882061271 |
| 2013-03-01 | 712.494807607685 |
| 2013-04-01 | 707.376341317569 |
| 2013-05-01 | 705.911264510601 |
| 2013-06-01 | 704.312538563456 |
| 2013-07-01 | 705.101189877353 |
| 2013-08-01 | 705.822086310472 |
| 2013-09-01 | 706.217038847908 |
| 2013-10-01 | 700.015227846961 |
| 2013-11-01 | 702.047620280512 |
| 2013-12-01 | 701.067334472933 |
| 2014-01-01 | 700.481461048557 |
| 2014-02-01 | 700.554013081452 |
| 2014-03-01 | 700.128520027737 |
| 2014-04-01 | 702.690494322401 |
| 2014-05-01 | 705.018956785732 |
| 2014-06-01 | 704.653611845641 |
| 2014-07-01 | 704.962404168553 |
| 2014-08-01 | 704.861793455116 |
| 2014-09-01 | 706.709143141320 |
| 2014-10-01 | 706.529918764851 |
| 2014-11-01 | 707.170449363653 |
| 2014-12-01 | 708.731106090962 |
| 2015-01-01 | 713.406380583767 |
| 2015-02-01 | 713.325970499948 |
| 2015-03-01 | 712.666719763292 |
| 2015-04-01 | 716.767557904546 |
| 2015-05-01 | 718.684338605806 |
| 2015-06-01 | 719.412599322644 |
| 2015-07-01 | 721.167848615028 |
| 2015-08-01 | 721.665638970756 |
| 2015-09-01 | 722.421224223003 |
| 2015-10-01 | 726.722371524281 |
| 2015-11-01 | 727.773002452743 |
| 2015-12-01 | 729.181555416348 |
| 2016-01-01 | 728.003583094929 |
| 2016-02-01 | 728.469850021624 |
| 2016-03-01 | 729.692454199116 |
| 2016-04-01 | 734.061953236152 |
| 2016-05-01 | 732.596965638521 |
| 2016-06-01 | 733.718069425192 |
| 2016-07-01 | 734.901525174435 |
| 2016-08-01 | 737.113394901815 |
| 2016-09-01 | 739.280651488226 |
| 2016-10-01 | 737.675759351689 |
| 2016-11-01 | 738.664938880084 |
| 2016-12-01 | 739.863116621240 |
| 2017-01-01 | 740.598841333503 |
| 2017-02-01 | 740.107595134915 |
| 2017-03-01 | 741.536723418988 |
| 2017-04-01 | 740.254636935438 |
| 2017-05-01 | 741.016870117551 |
| 2017-06-01 | 745.448167043597 |
| 2017-07-01 | 744.586989700315 |
| 2017-08-01 | 745.129696565049 |
| 2017-09-01 | 745.854021548278 |
| 2017-10-01 | 747.097088150709 |
| 2017-11-01 | 748.950019568170 |
| 2017-12-01 | 749.640685228292 |
| 2018-01-01 | 753.089557286030 |
| 2018-02-01 | 755.844615294158 |
| 2018-03-01 | 757.329200066565 |
| 2018-04-01 | 755.467756815841 |
| 2018-05-01 | 757.362287635563 |
| 2018-06-01 | 760.334702540458 |
| 2018-07-01 | 759.573202842669 |
| 2018-08-01 | 760.243085801198 |
| 2018-09-01 | 759.501878278525 |
| 2018-10-01 | 761.279545602837 |
| 2018-11-01 | 761.803881021266 |
| 2018-12-01 | 761.822794402141 |
| 2019-01-01 | 765.618124321118 |
| 2019-02-01 | 768.152467796391 |
| 2019-03-01 | 770.063329834649 |
| 2019-04-01 | 771.985163523318 |
| 2019-05-01 | 774.345262124913 |
| 2019-06-01 | 778.663265328909 |
| 2019-07-01 | 778.025324255173 |
| 2019-08-01 | 778.804138151174 |
| 2019-09-01 | 779.794482406360 |
| 2019-10-01 | 782.028513412732 |
| 2019-11-01 | 784.183101740539 |
| 2019-12-01 | 785.166650527062 |
| 2020-01-01 | 785.849053475456 |
| 2020-02-01 | 785.911032321172 |
| 2020-03-01 | 786.421072624304 |
| 2020-04-01 | 750.824502477206 |
| 2020-05-01 | 751.112094409824 |
| 2020-06-01 | 749.102830245396 |
| 2020-07-01 | 757.058206930401 |
| 2020-08-01 | 760.830000825350 |
| 2020-09-01 | 763.890582179093 |
| 2020-10-01 | 765.600113205253 |
| 2020-11-01 | 766.111082037850 |
| 2020-12-01 | 769.528698303053 |
| 2021-01-01 | 772.360813543836 |
| 2021-02-01 | 772.180301717774 |
| 2021-03-01 | 777.466947846276 |
| 2021-04-01 | 779.020466171676 |
| 2021-05-01 | 782.069214648300 |
| 2021-06-01 | 780.557452798784 |
| 2021-07-01 | 781.647915432468 |
| 2021-08-01 | 783.213712971608 |
| 2021-09-01 | 786.466601011086 |
| 2021-10-01 | 793.751707937649 |
| 2021-11-01 | 795.623263439361 |
| 2021-12-01 | 797.337279515707 |
| 2022-01-01 | 793.699539401253 |
| 2022-02-01 | 798.177719230616 |
| 2022-03-01 | 797.875317127335 |
| 2022-04-01 | 801.992091761786 |
| 2022-05-01 | 803.878176119636 |
| 2022-06-01 | 801.901177537765 |
| 2022-07-01 | 809.199232213857 |
| 2022-08-01 | 811.127022998832 |
| 2022-09-01 | 811.748091884908 |
| 2022-10-01 | 811.291919505751 |
| 2022-11-01 | 811.790656201528 |
| 2022-12-01 | 810.105826833193 |
| 2023-01-01 | 813.753629194591 |
| 2023-02-01 | 815.098365792688 |
| 2023-03-01 | 815.124483419918 |
| 2023-04-01 | 817.050750739907 |
| 2023-05-01 | 816.009710718904 |
| 2023-06-01 | 818.480236431150 |
| 2023-07-01 | 815.372313643665 |
| 2023-08-01 | 814.845795291908 |
| 2023-09-01 | 813.547748714358 |
| 2023-10-01 | 812.650811327655 |
| 2023-11-01 | 811.182351589581 |
| 2023-12-01 | 810.406380834294 |
| 2024-01-01 | 811.206645101079 |
| 2024-02-01 | 811.726207827832 |
| 2024-03-01 | 812.191431512521 |
| 2024-04-01 | 810.332238467131 |
| 2024-05-01 | 810.092953332615 |
| 2024-06-01 | 811.154741934197 |
| 2024-07-01 | 811.881279736557 |
| 2024-08-01 | 811.744494850609 |
| 2024-09-01 | 813.344854366121 |
| 2024-10-01 | 812.809507305010 |
| 2024-11-01 | 811.598558104520 |
| 2024-12-01 | 810.931044599448 |
| 2025-01-01 | 810.350907979092 |
| 2025-02-01 | 808.216829213129 |
| 2025-03-01 | 805.467890502652 |
| 2025-04-01 | 801.259064291334 |
| 2025-05-01 | 799.793003458679 |
| 2025-06-01 | 796.194879291858 |
| 2025-07-01 | 792.292604893394 |
| 2025-08-01 | 788.540341991823 |
| 2025-09-01 | 785.251366667158 |
| 2025-10-01 | 781.722297905117 |
| 2025-11-01 | 780.407898488649 |
| 2025-12-01 | 781.319384584756 |
| 2026-01-01 | 773.119937367057 |
| 2026-02-01 | 768.316982799523 |
| 2026-03-01 | 769.942770981401 |
| 2026-04-01 | 771.450359833464 |