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 2025-11-01 |
| Last Updated | 2026-01-07 9:30 PM CST |
| 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 | 366.503898876700 |
| 1990-02-01 | 368.283133314193 |
| 1990-03-01 | 370.051482800629 |
| 1990-04-01 | 370.079266184710 |
| 1990-05-01 | 370.939046600701 |
| 1990-06-01 | 372.406780817318 |
| 1990-07-01 | 371.789735836412 |
| 1990-08-01 | 372.509556429554 |
| 1990-09-01 | 371.996822105704 |
| 1990-10-01 | 370.162591817131 |
| 1990-11-01 | 369.106571942413 |
| 1990-12-01 | 368.961240748457 |
| 1991-01-01 | 368.833768582823 |
| 1991-02-01 | 368.133778678052 |
| 1991-03-01 | 368.338717280761 |
| 1991-04-01 | 364.850186917114 |
| 1991-05-01 | 364.871817574162 |
| 1991-06-01 | 364.067064745917 |
| 1991-07-01 | 365.171083156815 |
| 1991-08-01 | 364.605535227964 |
| 1991-09-01 | 365.825132867988 |
| 1991-10-01 | 364.138588863066 |
| 1991-11-01 | 364.540569001032 |
| 1991-12-01 | 364.154158787219 |
| 1992-01-01 | 367.577410319596 |
| 1992-02-01 | 366.675250567373 |
| 1992-03-01 | 367.462411009526 |
| 1992-04-01 | 368.941840326213 |
| 1992-05-01 | 368.530156348749 |
| 1992-06-01 | 369.348079286661 |
| 1992-07-01 | 369.970786969746 |
| 1992-08-01 | 368.007221781183 |
| 1992-09-01 | 370.709760095265 |
| 1992-10-01 | 373.937563915973 |
| 1992-11-01 | 373.997632986070 |
| 1992-12-01 | 374.915902910657 |
| 1993-01-01 | 375.760887989499 |
| 1993-02-01 | 376.375742875719 |
| 1993-03-01 | 375.050065549715 |
| 1993-04-01 | 379.330570615362 |
| 1993-05-01 | 380.820808811970 |
| 1993-06-01 | 380.729060456964 |
| 1993-07-01 | 380.878485574148 |
| 1993-08-01 | 380.024408554358 |
| 1993-09-01 | 382.948763645488 |
| 1993-10-01 | 386.248627413731 |
| 1993-11-01 | 387.185547041673 |
| 1993-12-01 | 388.628779555061 |
| 1994-01-01 | 389.437684584213 |
| 1994-02-01 | 390.127849457375 |
| 1994-03-01 | 389.854438595082 |
| 1994-04-01 | 389.770083171626 |
| 1994-05-01 | 391.236736479669 |
| 1994-06-01 | 393.035028178778 |
| 1994-07-01 | 393.184633707229 |
| 1994-08-01 | 394.790186248416 |
| 1994-09-01 | 397.982127053091 |
| 1994-10-01 | 396.595820672909 |
| 1994-11-01 | 398.220555787092 |
| 1994-12-01 | 399.392086371931 |
| 1995-01-01 | 400.041492803178 |
| 1995-02-01 | 401.565022781769 |
| 1995-03-01 | 403.958743892396 |
| 1995-04-01 | 407.322264123614 |
| 1995-05-01 | 408.920792014873 |
| 1995-06-01 | 410.537589741197 |
| 1995-07-01 | 411.411929275595 |
| 1995-08-01 | 412.848686969253 |
| 1995-09-01 | 414.323090407563 |
| 1995-10-01 | 414.880962686407 |
| 1995-11-01 | 417.813369217830 |
| 1995-12-01 | 420.080765309168 |
| 1996-01-01 | 419.047689934441 |
| 1996-02-01 | 423.229110912123 |
| 1996-03-01 | 425.694703447525 |
| 1996-04-01 | 427.020192707015 |
| 1996-05-01 | 430.055971928962 |
| 1996-06-01 | 431.732723130036 |
| 1996-07-01 | 436.375416207226 |
| 1996-08-01 | 438.370863279058 |
| 1996-09-01 | 439.907939936664 |
| 1996-10-01 | 443.165600037272 |
| 1996-11-01 | 444.980405149938 |
| 1996-12-01 | 446.259808881245 |
| 1997-01-01 | 446.375447320846 |
| 1997-02-01 | 447.852227634558 |
| 1997-03-01 | 451.000410798862 |
| 1997-04-01 | 454.221301747612 |
| 1997-05-01 | 455.931807860644 |
| 1997-06-01 | 457.916345535594 |
| 1997-07-01 | 460.958772126529 |
| 1997-08-01 | 461.948741679870 |
| 1997-09-01 | 464.928611630619 |
| 1997-10-01 | 467.011658740726 |
| 1997-11-01 | 468.921283270704 |
| 1997-12-01 | 470.806382316268 |
| 1998-01-01 | 474.919886048086 |
| 1998-02-01 | 478.275830140605 |
| 1998-03-01 | 482.016787242560 |
| 1998-04-01 | 480.739113295130 |
| 1998-05-01 | 484.583160205336 |
| 1998-06-01 | 487.255089549575 |
| 1998-07-01 | 489.208451055471 |
| 1998-08-01 | 491.186596454434 |
| 1998-09-01 | 492.742432296499 |
| 1998-10-01 | 496.109525996443 |
| 1998-11-01 | 497.659964351748 |
| 1998-12-01 | 500.217489464760 |
| 1999-01-01 | 508.855263781665 |
| 1999-02-01 | 511.718899676323 |
| 1999-03-01 | 512.728167921740 |
| 1999-04-01 | 516.356985071447 |
| 1999-05-01 | 517.983830651453 |
| 1999-06-01 | 520.827548288078 |
| 1999-07-01 | 528.452656223768 |
| 1999-08-01 | 531.860669400113 |
| 1999-09-01 | 534.135534954081 |
| 1999-10-01 | 534.497073331351 |
| 1999-11-01 | 537.255644854117 |
| 1999-12-01 | 540.031258986486 |
| 2000-01-01 | 545.022959399078 |
| 2000-02-01 | 546.542322038309 |
| 2000-03-01 | 549.971505388986 |
| 2000-04-01 | 554.060989863932 |
| 2000-05-01 | 556.125866706290 |
| 2000-06-01 | 560.462625097558 |
| 2000-07-01 | 561.711060752333 |
| 2000-08-01 | 564.396331893714 |
| 2000-09-01 | 568.359328622684 |
| 2000-10-01 | 570.928089118375 |
| 2000-11-01 | 572.776274902584 |
| 2000-12-01 | 574.678402434341 |
| 2001-01-01 | 575.317554702548 |
| 2001-02-01 | 577.365662833285 |
| 2001-03-01 | 576.227415388367 |
| 2001-04-01 | 574.094539047123 |
| 2001-05-01 | 574.272314381303 |
| 2001-06-01 | 574.947572381726 |
| 2001-07-01 | 570.674919836203 |
| 2001-08-01 | 570.768825995767 |
| 2001-09-01 | 566.638265645249 |
| 2001-10-01 | 570.129821716421 |
| 2001-11-01 | 569.653326707903 |
| 2001-12-01 | 570.050169588520 |
| 2002-01-01 | 564.620938603060 |
| 2002-02-01 | 565.427962520312 |
| 2002-03-01 | 565.085840712084 |
| 2002-04-01 | 564.363110345192 |
| 2002-05-01 | 564.086199282906 |
| 2002-06-01 | 562.115589997593 |
| 2002-07-01 | 561.844291746046 |
| 2002-08-01 | 561.795079257674 |
| 2002-09-01 | 561.973228890034 |
| 2002-10-01 | 563.073070485905 |
| 2002-11-01 | 564.466776908832 |
| 2002-12-01 | 564.112479749965 |
| 2003-01-01 | 578.765332759213 |
| 2003-02-01 | 576.035195504141 |
| 2003-03-01 | 575.839725417526 |
| 2003-04-01 | 585.924986816264 |
| 2003-05-01 | 587.453963177117 |
| 2003-06-01 | 587.917348053904 |
| 2003-07-01 | 589.951217941671 |
| 2003-08-01 | 591.760814702218 |
| 2003-09-01 | 593.838489869540 |
| 2003-10-01 | 596.513697118270 |
| 2003-11-01 | 598.944961162432 |
| 2003-12-01 | 601.608034439409 |
| 2004-01-01 | 602.457080399508 |
| 2004-02-01 | 604.853177246331 |
| 2004-03-01 | 609.265553398749 |
| 2004-04-01 | 610.222476803894 |
| 2004-05-01 | 613.019969165539 |
| 2004-06-01 | 616.212003250276 |
| 2004-07-01 | 620.793214840749 |
| 2004-08-01 | 623.351685473478 |
| 2004-09-01 | 626.137399324278 |
| 2004-10-01 | 629.017662275728 |
| 2004-11-01 | 629.742823653417 |
| 2004-12-01 | 632.732725742685 |
| 2005-01-01 | 634.042247564048 |
| 2005-02-01 | 636.856331666617 |
| 2005-03-01 | 637.173245673862 |
| 2005-04-01 | 640.696840826753 |
| 2005-05-01 | 641.425498997910 |
| 2005-06-01 | 643.040875013417 |
| 2005-07-01 | 647.250782304345 |
| 2005-08-01 | 648.850090882865 |
| 2005-09-01 | 653.641756566030 |
| 2005-10-01 | 651.616832083027 |
| 2005-11-01 | 653.775549404656 |
| 2005-12-01 | 653.996730587707 |
| 2006-01-01 | 656.022920921980 |
| 2006-02-01 | 658.446066876359 |
| 2006-03-01 | 659.684725241058 |
| 2006-04-01 | 660.758172053024 |
| 2006-05-01 | 662.016198189236 |
| 2006-06-01 | 665.608799692200 |
| 2006-07-01 | 664.717323966507 |
| 2006-08-01 | 665.943863235650 |
| 2006-09-01 | 666.912785697392 |
| 2006-10-01 | 664.849259082399 |
| 2006-11-01 | 666.280104099100 |
| 2006-12-01 | 667.908182814412 |
| 2007-01-01 | 669.696695976576 |
| 2007-02-01 | 671.472594552132 |
| 2007-03-01 | 672.553241326753 |
| 2007-04-01 | 672.164894470028 |
| 2007-05-01 | 673.433650902013 |
| 2007-06-01 | 674.792840957601 |
| 2007-07-01 | 672.257704393931 |
| 2007-08-01 | 673.576236019706 |
| 2007-09-01 | 671.998478733596 |
| 2007-10-01 | 676.140591596077 |
| 2007-11-01 | 677.174188392253 |
| 2007-12-01 | 678.924790100199 |
| 2008-01-01 | 679.091548223120 |
| 2008-02-01 | 679.310894907857 |
| 2008-03-01 | 679.378130502093 |
| 2008-04-01 | 682.418005336444 |
| 2008-05-01 | 682.425464082473 |
| 2008-06-01 | 681.105025522908 |
| 2008-07-01 | 682.990419576839 |
| 2008-08-01 | 683.375529093013 |
| 2008-09-01 | 683.289099474725 |
| 2008-10-01 | 681.962462986536 |
| 2008-11-01 | 680.900031269932 |
| 2008-12-01 | 679.741303442890 |
| 2009-01-01 | 681.473272726378 |
| 2009-02-01 | 678.589207680638 |
| 2009-03-01 | 676.481707547455 |
| 2009-04-01 | 671.345483646040 |
| 2009-05-01 | 671.295353605844 |
| 2009-06-01 | 671.416021062338 |
| 2009-07-01 | 671.607899174179 |
| 2009-08-01 | 671.346364162277 |
| 2009-09-01 | 669.360609599815 |
| 2009-10-01 | 674.173156865180 |
| 2009-11-01 | 675.608714332014 |
| 2009-12-01 | 677.274190754584 |
| 2010-01-01 | 673.895705958501 |
| 2010-02-01 | 671.764943581825 |
| 2010-03-01 | 675.474254096484 |
| 2010-04-01 | 682.076840821337 |
| 2010-05-01 | 682.835256715428 |
| 2010-06-01 | 683.539314189912 |
| 2010-07-01 | 680.428290969322 |
| 2010-08-01 | 680.023835923421 |
| 2010-09-01 | 680.710266735800 |
| 2010-10-01 | 683.681232061270 |
| 2010-11-01 | 684.121409519328 |
| 2010-12-01 | 687.171413182327 |
| 2011-01-01 | 690.483071449737 |
| 2011-02-01 | 690.701746337130 |
| 2011-03-01 | 692.610775947971 |
| 2011-04-01 | 691.291847129484 |
| 2011-05-01 | 690.539928956842 |
| 2011-06-01 | 690.809757920363 |
| 2011-07-01 | 696.609494974438 |
| 2011-08-01 | 697.158406184565 |
| 2011-09-01 | 698.614554171295 |
| 2011-10-01 | 698.332345447503 |
| 2011-11-01 | 698.966813123474 |
| 2011-12-01 | 699.695520493124 |
| 2012-01-01 | 698.841737143884 |
| 2012-02-01 | 699.465595483378 |
| 2012-03-01 | 702.535890561557 |
| 2012-04-01 | 705.584307655946 |
| 2012-05-01 | 706.022196476249 |
| 2012-06-01 | 707.649558105635 |
| 2012-07-01 | 707.185611197808 |
| 2012-08-01 | 709.801993550187 |
| 2012-09-01 | 709.429008141765 |
| 2012-10-01 | 710.935264744611 |
| 2012-11-01 | 712.075444962524 |
| 2012-12-01 | 711.559404928303 |
| 2013-01-01 | 711.437814030741 |
| 2013-02-01 | 712.741498857738 |
| 2013-03-01 | 712.313971941132 |
| 2013-04-01 | 707.131430587945 |
| 2013-05-01 | 705.675544967855 |
| 2013-06-01 | 704.109649098272 |
| 2013-07-01 | 704.966505420785 |
| 2013-08-01 | 705.611719239766 |
| 2013-09-01 | 705.951386276510 |
| 2013-10-01 | 699.776768290926 |
| 2013-11-01 | 701.782724096465 |
| 2013-12-01 | 700.874084700438 |
| 2014-01-01 | 700.318345849663 |
| 2014-02-01 | 700.365335021568 |
| 2014-03-01 | 699.928133338302 |
| 2014-04-01 | 702.484896640110 |
| 2014-05-01 | 704.564636408195 |
| 2014-06-01 | 704.352679628488 |
| 2014-07-01 | 704.669432413165 |
| 2014-08-01 | 704.705558457560 |
| 2014-09-01 | 706.625674053598 |
| 2014-10-01 | 706.368378881244 |
| 2014-11-01 | 706.984600895971 |
| 2014-12-01 | 708.523757510884 |
| 2015-01-01 | 713.237472008862 |
| 2015-02-01 | 713.024182579500 |
| 2015-03-01 | 712.445555661398 |
| 2015-04-01 | 716.577469407459 |
| 2015-05-01 | 718.517698070793 |
| 2015-06-01 | 719.055921489745 |
| 2015-07-01 | 721.063512684530 |
| 2015-08-01 | 721.492158998993 |
| 2015-09-01 | 722.342638888913 |
| 2015-10-01 | 726.538554118921 |
| 2015-11-01 | 727.570076123036 |
| 2015-12-01 | 728.925408635875 |
| 2016-01-01 | 727.832193258370 |
| 2016-02-01 | 728.253389243699 |
| 2016-03-01 | 729.455693869538 |
| 2016-04-01 | 733.885678634740 |
| 2016-05-01 | 732.320922596386 |
| 2016-06-01 | 733.225426651204 |
| 2016-07-01 | 734.831080021761 |
| 2016-08-01 | 736.938195709749 |
| 2016-09-01 | 739.161670751533 |
| 2016-10-01 | 737.459109296585 |
| 2016-11-01 | 738.441297396688 |
| 2016-12-01 | 739.554739125605 |
| 2017-01-01 | 740.300696605980 |
| 2017-02-01 | 739.867021791546 |
| 2017-03-01 | 741.271493317104 |
| 2017-04-01 | 739.999635965309 |
| 2017-05-01 | 740.837933761503 |
| 2017-06-01 | 744.637908622771 |
| 2017-07-01 | 744.254386717784 |
| 2017-08-01 | 744.839791203425 |
| 2017-09-01 | 745.940777163310 |
| 2017-10-01 | 746.837885807842 |
| 2017-11-01 | 748.687111377975 |
| 2017-12-01 | 749.260365232412 |
| 2018-01-01 | 752.845372408274 |
| 2018-02-01 | 755.601476953301 |
| 2018-03-01 | 757.015272060651 |
| 2018-04-01 | 755.303797205659 |
| 2018-05-01 | 757.093577082013 |
| 2018-06-01 | 759.095665946393 |
| 2018-07-01 | 759.264515223624 |
| 2018-08-01 | 759.949619569559 |
| 2018-09-01 | 759.225467510009 |
| 2018-10-01 | 760.872983628672 |
| 2018-11-01 | 761.502273598599 |
| 2018-12-01 | 761.296444765223 |
| 2019-01-01 | 765.308625244292 |
| 2019-02-01 | 767.890674343646 |
| 2019-03-01 | 769.702151247729 |
| 2019-04-01 | 771.805567709785 |
| 2019-05-01 | 774.218830549208 |
| 2019-06-01 | 777.413250195059 |
| 2019-07-01 | 777.617123865298 |
| 2019-08-01 | 778.483201837102 |
| 2019-09-01 | 779.120249209946 |
| 2019-10-01 | 781.438009660624 |
| 2019-11-01 | 783.814551463787 |
| 2019-12-01 | 784.668943748734 |
| 2020-01-01 | 785.476410485337 |
| 2020-02-01 | 785.536773711953 |
| 2020-03-01 | 785.934553028302 |
| 2020-04-01 | 750.554491812557 |
| 2020-05-01 | 750.989508105767 |
| 2020-06-01 | 748.689345215321 |
| 2020-07-01 | 756.760805941502 |
| 2020-08-01 | 760.408171591622 |
| 2020-09-01 | 763.258992423947 |
| 2020-10-01 | 764.707672366776 |
| 2020-11-01 | 765.641433827391 |
| 2020-12-01 | 768.999061529541 |
| 2021-01-01 | 771.947844802438 |
| 2021-02-01 | 771.875208756609 |
| 2021-03-01 | 777.049253779646 |
| 2021-04-01 | 778.876217973857 |
| 2021-05-01 | 781.849263879013 |
| 2021-06-01 | 779.635018328593 |
| 2021-07-01 | 781.231745661394 |
| 2021-08-01 | 782.775546749466 |
| 2021-09-01 | 786.109796367616 |
| 2021-10-01 | 792.593622410168 |
| 2021-11-01 | 794.962721906770 |
| 2021-12-01 | 796.651971857308 |
| 2022-01-01 | 793.397501469152 |
| 2022-02-01 | 797.998641992735 |
| 2022-03-01 | 797.281881126782 |
| 2022-04-01 | 802.244668455386 |
| 2022-05-01 | 803.916604503133 |
| 2022-06-01 | 801.161815238920 |
| 2022-07-01 | 808.794343260400 |
| 2022-08-01 | 810.764122456251 |
| 2022-09-01 | 811.505758017296 |
| 2022-10-01 | 810.298139264440 |
| 2022-11-01 | 811.384574309509 |
| 2022-12-01 | 809.701910884476 |
| 2023-01-01 | 813.844185234453 |
| 2023-02-01 | 815.511234884880 |
| 2023-03-01 | 815.273161027658 |
| 2023-04-01 | 818.235332031809 |
| 2023-05-01 | 817.091166205161 |
| 2023-06-01 | 818.619075775310 |
| 2023-07-01 | 815.734488920983 |
| 2023-08-01 | 814.882305211212 |
| 2023-09-01 | 813.119971302221 |
| 2023-10-01 | 811.906015188437 |
| 2023-11-01 | 811.339945604135 |
| 2023-12-01 | 810.220361370455 |
| 2024-01-01 | 811.613935261293 |
| 2024-02-01 | 812.633587282372 |
| 2024-03-01 | 812.937766003403 |
| 2024-04-01 | 810.079821311131 |
| 2024-05-01 | 809.558501868540 |
| 2024-06-01 | 811.001658231786 |
| 2024-07-01 | 814.061068510097 |
| 2024-08-01 | 813.780198337726 |
| 2024-09-01 | 814.600158039363 |
| 2024-10-01 | 815.357647286825 |
| 2024-11-01 | 813.452847418596 |
| 2024-12-01 | 817.545556516361 |
| 2025-01-01 | 810.413207988642 |
| 2025-02-01 | 805.054097977049 |
| 2025-03-01 | 808.049918866612 |
| 2025-04-01 | 803.577990552295 |
| 2025-05-01 | 805.104956217822 |
| 2025-06-01 | 802.311080503375 |
| 2025-07-01 | 797.881855590961 |
| 2025-08-01 | 796.922500012124 |
| 2025-09-01 | 801.830144373154 |
| 2025-10-01 | 793.676840188907 |
| 2025-11-01 | 793.266528799401 |