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 2026-01-01 |
| Last Updated | 2026-04-10 3:53 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 | 366.503790437693 |
| 1990-02-01 | 368.283120027162 |
| 1990-03-01 | 370.050992099436 |
| 1990-04-01 | 370.079242719963 |
| 1990-05-01 | 370.939014214865 |
| 1990-06-01 | 372.406772983517 |
| 1990-07-01 | 371.789786418679 |
| 1990-08-01 | 372.509892795406 |
| 1990-09-01 | 371.997166349845 |
| 1990-10-01 | 370.162556916590 |
| 1990-11-01 | 369.106605874284 |
| 1990-12-01 | 368.961202966664 |
| 1991-01-01 | 368.833638783890 |
| 1991-02-01 | 368.133745468848 |
| 1991-03-01 | 368.338256353840 |
| 1991-04-01 | 364.850143520257 |
| 1991-05-01 | 364.871777729685 |
| 1991-06-01 | 364.067043684878 |
| 1991-07-01 | 365.171099761841 |
| 1991-08-01 | 364.605814704550 |
| 1991-09-01 | 365.825749470470 |
| 1991-10-01 | 364.138521300876 |
| 1991-11-01 | 364.540555788264 |
| 1991-12-01 | 364.154071163761 |
| 1992-01-01 | 367.577228332093 |
| 1992-02-01 | 366.675165511632 |
| 1992-03-01 | 367.461979289530 |
| 1992-04-01 | 368.941799713729 |
| 1992-05-01 | 368.530111842496 |
| 1992-06-01 | 369.348015033202 |
| 1992-07-01 | 369.970761979511 |
| 1992-08-01 | 368.007489048128 |
| 1992-09-01 | 370.710699919448 |
| 1992-10-01 | 373.937525905988 |
| 1992-11-01 | 373.997721566244 |
| 1992-12-01 | 374.915962051558 |
| 1993-01-01 | 375.760031593292 |
| 1993-02-01 | 376.375643543171 |
| 1993-03-01 | 375.049646940006 |
| 1993-04-01 | 379.330390170857 |
| 1993-05-01 | 380.820708162217 |
| 1993-06-01 | 380.729074918123 |
| 1993-07-01 | 380.878582783454 |
| 1993-08-01 | 380.024953503015 |
| 1993-09-01 | 382.950334104071 |
| 1993-10-01 | 386.248772681068 |
| 1993-11-01 | 387.185664508777 |
| 1993-12-01 | 388.628675940275 |
| 1994-01-01 | 389.435660947548 |
| 1994-02-01 | 390.127251888596 |
| 1994-03-01 | 389.853682944602 |
| 1994-04-01 | 389.769733551750 |
| 1994-05-01 | 391.236857533281 |
| 1994-06-01 | 393.035615102136 |
| 1994-07-01 | 393.185512702618 |
| 1994-08-01 | 394.791604691662 |
| 1994-09-01 | 397.984453429550 |
| 1994-10-01 | 396.596344039255 |
| 1994-11-01 | 398.220298211637 |
| 1994-12-01 | 399.391068310268 |
| 1995-01-01 | 400.037730595241 |
| 1995-02-01 | 401.563941054086 |
| 1995-03-01 | 403.955457469211 |
| 1995-04-01 | 407.322113406700 |
| 1995-05-01 | 408.922213516789 |
| 1995-06-01 | 410.539799334947 |
| 1995-07-01 | 411.414311045690 |
| 1995-08-01 | 412.851784414508 |
| 1995-09-01 | 414.327227853404 |
| 1995-10-01 | 414.883643834920 |
| 1995-11-01 | 417.807985584340 |
| 1995-12-01 | 420.080085420951 |
| 1996-01-01 | 419.038521898839 |
| 1996-02-01 | 423.226752269189 |
| 1996-03-01 | 425.690660225014 |
| 1996-04-01 | 427.021594875318 |
| 1996-05-01 | 430.058701498098 |
| 1996-06-01 | 431.741965608084 |
| 1996-07-01 | 436.377215134959 |
| 1996-08-01 | 438.372603989534 |
| 1996-09-01 | 439.910910382836 |
| 1996-10-01 | 443.169664931979 |
| 1996-11-01 | 444.970160083705 |
| 1996-12-01 | 446.261944528295 |
| 1997-01-01 | 446.362607254701 |
| 1997-02-01 | 447.849328883062 |
| 1997-03-01 | 450.995364278913 |
| 1997-04-01 | 454.224548458391 |
| 1997-05-01 | 455.937072270421 |
| 1997-06-01 | 457.934693280127 |
| 1997-07-01 | 460.960507095837 |
| 1997-08-01 | 461.947882231672 |
| 1997-09-01 | 464.927701133247 |
| 1997-10-01 | 467.015302585937 |
| 1997-11-01 | 468.904874268588 |
| 1997-12-01 | 470.809126719062 |
| 1998-01-01 | 474.899141628789 |
| 1998-02-01 | 478.267356056385 |
| 1998-03-01 | 482.009944600169 |
| 1998-04-01 | 480.746187228410 |
| 1998-05-01 | 484.600316567797 |
| 1998-06-01 | 487.315475515197 |
| 1998-07-01 | 489.195770960367 |
| 1998-08-01 | 491.190122172354 |
| 1998-09-01 | 492.735101405644 |
| 1998-10-01 | 496.092852453036 |
| 1998-11-01 | 497.599878211782 |
| 1998-12-01 | 500.267381716057 |
| 1999-01-01 | 508.822273037372 |
| 1999-02-01 | 511.666716607554 |
| 1999-03-01 | 512.707331422611 |
| 1999-04-01 | 516.379850210773 |
| 1999-05-01 | 518.035408393599 |
| 1999-06-01 | 520.953486502519 |
| 1999-07-01 | 528.446914531855 |
| 1999-08-01 | 531.883866149205 |
| 1999-09-01 | 534.126754740962 |
| 1999-10-01 | 534.452479959192 |
| 1999-11-01 | 537.126183190790 |
| 1999-12-01 | 540.087004949419 |
| 2000-01-01 | 544.975088272915 |
| 2000-02-01 | 546.357324801835 |
| 2000-03-01 | 549.961908616530 |
| 2000-04-01 | 554.097020198796 |
| 2000-05-01 | 556.302904446175 |
| 2000-06-01 | 560.701147051782 |
| 2000-07-01 | 561.723848729185 |
| 2000-08-01 | 564.441220728060 |
| 2000-09-01 | 568.339058729735 |
| 2000-10-01 | 570.835545225621 |
| 2000-11-01 | 572.554758776928 |
| 2000-12-01 | 574.718353549323 |
| 2001-01-01 | 575.242959007343 |
| 2001-02-01 | 577.021818427934 |
| 2001-03-01 | 576.230221361919 |
| 2001-04-01 | 574.154064347044 |
| 2001-05-01 | 574.594667055167 |
| 2001-06-01 | 575.279460397221 |
| 2001-07-01 | 570.744986214565 |
| 2001-08-01 | 570.836285468349 |
| 2001-09-01 | 566.607020995657 |
| 2001-10-01 | 570.002465975806 |
| 2001-11-01 | 569.381395144621 |
| 2001-12-01 | 569.996364730709 |
| 2002-01-01 | 564.517000971555 |
| 2002-02-01 | 564.979701042048 |
| 2002-03-01 | 565.112268321193 |
| 2002-04-01 | 564.437704255207 |
| 2002-05-01 | 564.529615676499 |
| 2002-06-01 | 562.510611312202 |
| 2002-07-01 | 561.951503920590 |
| 2002-08-01 | 561.868571384342 |
| 2002-09-01 | 561.943414797536 |
| 2002-10-01 | 562.908424357593 |
| 2002-11-01 | 564.157396592431 |
| 2002-12-01 | 564.014408773839 |
| 2003-01-01 | 578.630530680894 |
| 2003-02-01 | 575.559353106287 |
| 2003-03-01 | 575.867638646902 |
| 2003-04-01 | 586.020882566043 |
| 2003-05-01 | 587.930919897236 |
| 2003-06-01 | 588.347938169005 |
| 2003-07-01 | 590.197104314367 |
| 2003-08-01 | 591.937115940975 |
| 2003-09-01 | 593.944117013516 |
| 2003-10-01 | 596.297342046881 |
| 2003-11-01 | 598.653220739648 |
| 2003-12-01 | 601.428713957810 |
| 2004-01-01 | 602.315492334665 |
| 2004-02-01 | 604.401186776432 |
| 2004-03-01 | 609.316603335258 |
| 2004-04-01 | 610.313044786954 |
| 2004-05-01 | 613.483054490426 |
| 2004-06-01 | 616.632850974146 |
| 2004-07-01 | 620.911360392817 |
| 2004-08-01 | 623.373301389824 |
| 2004-09-01 | 626.253117506663 |
| 2004-10-01 | 628.742524987858 |
| 2004-11-01 | 629.502313704168 |
| 2004-12-01 | 632.540849762293 |
| 2005-01-01 | 633.913842577912 |
| 2005-02-01 | 636.539769527740 |
| 2005-03-01 | 637.227384690836 |
| 2005-04-01 | 640.787366116945 |
| 2005-05-01 | 641.765952244911 |
| 2005-06-01 | 643.374283952287 |
| 2005-07-01 | 647.297633168551 |
| 2005-08-01 | 648.795876778700 |
| 2005-09-01 | 653.883720529905 |
| 2005-10-01 | 651.319399019645 |
| 2005-11-01 | 653.630777063192 |
| 2005-12-01 | 653.822757739989 |
| 2006-01-01 | 655.936136351021 |
| 2006-02-01 | 658.303488532894 |
| 2006-03-01 | 659.746631305701 |
| 2006-04-01 | 660.846422895411 |
| 2006-05-01 | 662.328231139396 |
| 2006-06-01 | 665.808060634673 |
| 2006-07-01 | 664.627190220751 |
| 2006-08-01 | 665.793122597592 |
| 2006-09-01 | 667.276615124369 |
| 2006-10-01 | 664.569635572764 |
| 2006-11-01 | 666.195296229967 |
| 2006-12-01 | 667.839127672914 |
| 2007-01-01 | 669.665047744180 |
| 2007-02-01 | 671.473352773927 |
| 2007-03-01 | 672.607564263867 |
| 2007-04-01 | 672.296771678112 |
| 2007-05-01 | 673.517852438572 |
| 2007-06-01 | 674.834760528456 |
| 2007-07-01 | 672.339642381212 |
| 2007-08-01 | 673.657466471536 |
| 2007-09-01 | 672.396558893015 |
| 2007-10-01 | 675.914853650052 |
| 2007-11-01 | 677.157279499962 |
| 2007-12-01 | 678.922337509426 |
| 2008-01-01 | 679.124551497491 |
| 2008-02-01 | 679.363347980559 |
| 2008-03-01 | 679.451161918818 |
| 2008-04-01 | 682.595081803745 |
| 2008-05-01 | 682.500322019986 |
| 2008-06-01 | 681.412009070767 |
| 2008-07-01 | 683.148151539209 |
| 2008-08-01 | 683.574685602159 |
| 2008-09-01 | 683.672459840296 |
| 2008-10-01 | 681.824586948815 |
| 2008-11-01 | 680.918786555472 |
| 2008-12-01 | 679.783258969128 |
| 2009-01-01 | 681.550881374170 |
| 2009-02-01 | 678.672483259384 |
| 2009-03-01 | 676.569335982542 |
| 2009-04-01 | 671.579479563227 |
| 2009-05-01 | 671.388623326852 |
| 2009-06-01 | 671.715020003994 |
| 2009-07-01 | 671.799950867377 |
| 2009-08-01 | 671.412497911734 |
| 2009-09-01 | 669.617429918026 |
| 2009-10-01 | 674.238391108950 |
| 2009-11-01 | 675.662665648064 |
| 2009-12-01 | 677.348864117251 |
| 2010-01-01 | 674.000537406185 |
| 2010-02-01 | 671.874316346523 |
| 2010-03-01 | 675.580661586784 |
| 2010-04-01 | 682.646190373513 |
| 2010-05-01 | 683.062212084757 |
| 2010-06-01 | 683.855293817608 |
| 2010-07-01 | 680.665963718911 |
| 2010-08-01 | 680.248995529587 |
| 2010-09-01 | 681.060667272889 |
| 2010-10-01 | 683.930202133552 |
| 2010-11-01 | 684.401535968712 |
| 2010-12-01 | 687.378669320378 |
| 2011-01-01 | 690.717005124223 |
| 2011-02-01 | 690.938480649762 |
| 2011-03-01 | 692.940758244278 |
| 2011-04-01 | 691.583516965847 |
| 2011-05-01 | 690.668776555737 |
| 2011-06-01 | 691.172332422065 |
| 2011-07-01 | 696.804346624128 |
| 2011-08-01 | 697.356776533716 |
| 2011-09-01 | 698.880819708139 |
| 2011-10-01 | 698.422623282329 |
| 2011-11-01 | 699.087149949749 |
| 2011-12-01 | 699.843033687818 |
| 2012-01-01 | 698.992072645798 |
| 2012-02-01 | 699.626404294643 |
| 2012-03-01 | 702.688062043156 |
| 2012-04-01 | 705.859418600833 |
| 2012-05-01 | 706.152721353794 |
| 2012-06-01 | 707.981759850514 |
| 2012-07-01 | 707.339374265006 |
| 2012-08-01 | 709.950815812390 |
| 2012-09-01 | 709.691294899231 |
| 2012-10-01 | 711.149066011934 |
| 2012-11-01 | 712.219699132680 |
| 2012-12-01 | 711.736865481490 |
| 2013-01-01 | 711.602534156301 |
| 2013-02-01 | 712.920960635025 |
| 2013-03-01 | 712.493336812311 |
| 2013-04-01 | 707.376803359785 |
| 2013-05-01 | 705.911389713491 |
| 2013-06-01 | 704.312598278677 |
| 2013-07-01 | 705.101378161618 |
| 2013-08-01 | 705.822247980641 |
| 2013-09-01 | 706.218027724582 |
| 2013-10-01 | 700.015374743066 |
| 2013-11-01 | 702.047639946860 |
| 2013-12-01 | 701.067216721075 |
| 2014-01-01 | 700.480423095867 |
| 2014-02-01 | 700.553920095158 |
| 2014-03-01 | 700.126432702142 |
| 2014-04-01 | 702.691482404287 |
| 2014-05-01 | 705.019315478870 |
| 2014-06-01 | 704.654557038788 |
| 2014-07-01 | 704.962755568517 |
| 2014-08-01 | 704.862067308377 |
| 2014-09-01 | 706.710596601484 |
| 2014-10-01 | 706.529924110656 |
| 2014-11-01 | 707.170127745186 |
| 2014-12-01 | 708.730318775984 |
| 2015-01-01 | 713.404300112742 |
| 2015-02-01 | 713.324763044360 |
| 2015-03-01 | 712.663716667951 |
| 2015-04-01 | 716.770444995092 |
| 2015-05-01 | 718.684341218850 |
| 2015-06-01 | 719.416730438395 |
| 2015-07-01 | 721.168300506673 |
| 2015-08-01 | 721.666049261672 |
| 2015-09-01 | 722.422994271747 |
| 2015-10-01 | 726.722250903398 |
| 2015-11-01 | 727.772169242808 |
| 2015-12-01 | 729.179025227910 |
| 2016-01-01 | 727.999593049857 |
| 2016-02-01 | 728.466733938267 |
| 2016-03-01 | 729.688194265091 |
| 2016-04-01 | 734.066754797072 |
| 2016-05-01 | 732.597301192371 |
| 2016-06-01 | 733.727725397759 |
| 2016-07-01 | 734.902561016711 |
| 2016-08-01 | 737.114321384189 |
| 2016-09-01 | 739.282908819964 |
| 2016-10-01 | 737.675670829617 |
| 2016-11-01 | 738.663062651856 |
| 2016-12-01 | 739.858109936203 |
| 2017-01-01 | 740.592127524707 |
| 2017-02-01 | 740.100052377580 |
| 2017-03-01 | 741.526875059579 |
| 2017-04-01 | 740.265551111695 |
| 2017-05-01 | 741.019459438887 |
| 2017-06-01 | 745.465010427468 |
| 2017-07-01 | 744.589251057192 |
| 2017-08-01 | 745.131785402006 |
| 2017-09-01 | 745.856737800932 |
| 2017-10-01 | 747.096676507309 |
| 2017-11-01 | 748.946494433638 |
| 2017-12-01 | 749.632274186491 |
| 2018-01-01 | 753.079226097711 |
| 2018-02-01 | 755.830205432589 |
| 2018-03-01 | 757.313570407816 |
| 2018-04-01 | 755.483862644477 |
| 2018-05-01 | 757.369948684631 |
| 2018-06-01 | 760.359379073212 |
| 2018-07-01 | 759.578932596068 |
| 2018-08-01 | 760.247426394998 |
| 2018-09-01 | 759.505106828954 |
| 2018-10-01 | 761.279632378218 |
| 2018-11-01 | 761.795003296366 |
| 2018-12-01 | 761.812296720386 |
| 2019-01-01 | 765.600818643329 |
| 2019-02-01 | 768.131397785875 |
| 2019-03-01 | 770.040235760779 |
| 2019-04-01 | 772.006860955123 |
| 2019-05-01 | 774.358448876106 |
| 2019-06-01 | 778.701190272419 |
| 2019-07-01 | 778.035378133073 |
| 2019-08-01 | 778.810374613110 |
| 2019-09-01 | 779.796949964709 |
| 2019-10-01 | 782.028667977007 |
| 2019-11-01 | 784.170152144496 |
| 2019-12-01 | 785.147217425375 |
| 2020-01-01 | 785.824834167163 |
| 2020-02-01 | 785.886073720380 |
| 2020-03-01 | 786.393935487813 |
| 2020-04-01 | 750.840148831653 |
| 2020-05-01 | 751.121309716794 |
| 2020-06-01 | 749.179331667821 |
| 2020-07-01 | 757.066752589224 |
| 2020-08-01 | 760.837650384762 |
| 2020-09-01 | 763.895653035947 |
| 2020-10-01 | 765.601657400268 |
| 2020-11-01 | 766.089720791303 |
| 2020-12-01 | 769.493359514990 |
| 2021-01-01 | 772.321297227970 |
| 2021-02-01 | 772.146102738511 |
| 2021-03-01 | 777.433987655236 |
| 2021-04-01 | 779.035868305022 |
| 2021-05-01 | 782.085018236119 |
| 2021-06-01 | 780.689048261350 |
| 2021-07-01 | 781.665866567915 |
| 2021-08-01 | 783.230185428609 |
| 2021-09-01 | 786.477680105842 |
| 2021-10-01 | 793.750530125855 |
| 2021-11-01 | 795.584708731414 |
| 2021-12-01 | 797.263678126268 |
| 2022-01-01 | 793.622983731777 |
| 2022-02-01 | 798.114463391840 |
| 2022-03-01 | 797.835879349309 |
| 2022-04-01 | 802.022502331136 |
| 2022-05-01 | 803.924201282035 |
| 2022-06-01 | 802.110112803713 |
| 2022-07-01 | 809.248265744733 |
| 2022-08-01 | 811.159831094080 |
| 2022-09-01 | 811.761806051813 |
| 2022-10-01 | 811.282746498573 |
| 2022-11-01 | 811.726190727174 |
| 2022-12-01 | 809.961561616704 |
| 2023-01-01 | 813.585745268343 |
| 2023-02-01 | 814.991583375047 |
| 2023-03-01 | 815.061739208991 |
| 2023-04-01 | 817.126317120676 |
| 2023-05-01 | 816.182528310036 |
| 2023-06-01 | 818.774685690510 |
| 2023-07-01 | 815.465832002017 |
| 2023-08-01 | 814.887240262473 |
| 2023-09-01 | 813.544983808727 |
| 2023-10-01 | 812.603627563421 |
| 2023-11-01 | 811.076370803006 |
| 2023-12-01 | 810.187866777602 |
| 2024-01-01 | 810.970863675108 |
| 2024-02-01 | 811.507089828810 |
| 2024-03-01 | 812.123733938117 |
| 2024-04-01 | 810.508510118874 |
| 2024-05-01 | 810.404951075892 |
| 2024-06-01 | 811.533622113070 |
| 2024-07-01 | 812.013569885943 |
| 2024-08-01 | 811.785754996501 |
| 2024-09-01 | 813.314230949731 |
| 2024-10-01 | 812.715921895708 |
| 2024-11-01 | 811.448615932420 |
| 2024-12-01 | 810.645363473151 |
| 2025-01-01 | 810.051638114753 |
| 2025-02-01 | 807.876444865838 |
| 2025-03-01 | 805.414187968057 |
| 2025-04-01 | 801.531312250226 |
| 2025-05-01 | 800.253723313737 |
| 2025-06-01 | 796.620104004845 |
| 2025-07-01 | 792.453317595597 |
| 2025-08-01 | 788.575411194669 |
| 2025-09-01 | 785.193353841161 |
| 2025-10-01 | 781.584772938518 |
| 2025-11-01 | 780.223835610850 |
| 2025-12-01 | 781.010913087014 |
| 2026-01-01 | 772.212985887391 |