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 2026-05-01 |
| Last Updated | 2026-06-24 9:41 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 | 366.513985508862 |
| 1990-02-01 | 368.291038231224 |
| 1990-03-01 | 370.080776455811 |
| 1990-04-01 | 370.091921907623 |
| 1990-05-01 | 370.953522179843 |
| 1990-06-01 | 372.419982138408 |
| 1990-07-01 | 371.801159672905 |
| 1990-08-01 | 372.505561136282 |
| 1990-09-01 | 372.024462202724 |
| 1990-10-01 | 370.014667103824 |
| 1990-11-01 | 369.120583670309 |
| 1990-12-01 | 368.972926655883 |
| 1991-01-01 | 368.844626094381 |
| 1991-02-01 | 368.142007104577 |
| 1991-03-01 | 368.366528613761 |
| 1991-04-01 | 364.862079208708 |
| 1991-05-01 | 364.885046418185 |
| 1991-06-01 | 364.080468378996 |
| 1991-07-01 | 365.183363407019 |
| 1991-08-01 | 364.601904685041 |
| 1991-09-01 | 365.843142633467 |
| 1991-10-01 | 364.008542097493 |
| 1991-11-01 | 364.551802015187 |
| 1991-12-01 | 364.164860894488 |
| 1992-01-01 | 367.588798781840 |
| 1992-02-01 | 366.682829132782 |
| 1992-03-01 | 367.485743795881 |
| 1992-04-01 | 368.950169543581 |
| 1992-05-01 | 368.541723966766 |
| 1992-06-01 | 369.363377856826 |
| 1992-07-01 | 369.986546993923 |
| 1992-08-01 | 368.006371071455 |
| 1992-09-01 | 370.721073324178 |
| 1992-10-01 | 373.820859178048 |
| 1992-11-01 | 374.005506180507 |
| 1992-12-01 | 374.924052513987 |
| 1993-01-01 | 375.777538704980 |
| 1993-02-01 | 376.377641914819 |
| 1993-03-01 | 375.063263265736 |
| 1993-04-01 | 379.334842314647 |
| 1993-05-01 | 380.828352720336 |
| 1993-06-01 | 380.739263297115 |
| 1993-07-01 | 380.939315440375 |
| 1993-08-01 | 380.019870602189 |
| 1993-09-01 | 382.945993959205 |
| 1993-10-01 | 386.129850893983 |
| 1993-11-01 | 387.183631193076 |
| 1993-12-01 | 388.629373186735 |
| 1994-01-01 | 389.461102582067 |
| 1994-02-01 | 390.123039948689 |
| 1994-03-01 | 389.869303646832 |
| 1994-04-01 | 389.778224068730 |
| 1994-05-01 | 391.244961670975 |
| 1994-06-01 | 393.045961601170 |
| 1994-07-01 | 393.308899175999 |
| 1994-08-01 | 394.770832848937 |
| 1994-09-01 | 397.942197229677 |
| 1994-10-01 | 396.479035246995 |
| 1994-11-01 | 398.192321751047 |
| 1994-12-01 | 399.335067297975 |
| 1995-01-01 | 400.093081337956 |
| 1995-02-01 | 401.587537756792 |
| 1995-03-01 | 403.995821802339 |
| 1995-04-01 | 407.324316115638 |
| 1995-05-01 | 408.959168466453 |
| 1995-06-01 | 410.565974439244 |
| 1995-07-01 | 411.608188571336 |
| 1995-08-01 | 412.808083521610 |
| 1995-09-01 | 414.226869145529 |
| 1995-10-01 | 414.720743098286 |
| 1995-11-01 | 417.686190330338 |
| 1995-12-01 | 419.945414862529 |
| 1996-01-01 | 419.157573084856 |
| 1996-02-01 | 423.350217216995 |
| 1996-03-01 | 425.799427382981 |
| 1996-04-01 | 427.033306786007 |
| 1996-05-01 | 430.134283070214 |
| 1996-06-01 | 431.765794680868 |
| 1996-07-01 | 436.635299315073 |
| 1996-08-01 | 438.281686115455 |
| 1996-09-01 | 439.733920481170 |
| 1996-10-01 | 442.932726934128 |
| 1996-11-01 | 444.721794236277 |
| 1996-12-01 | 446.018715276800 |
| 1997-01-01 | 446.630461465050 |
| 1997-02-01 | 448.090733408479 |
| 1997-03-01 | 451.185677735528 |
| 1997-04-01 | 454.255269520859 |
| 1997-05-01 | 456.058140880042 |
| 1997-06-01 | 457.942706483178 |
| 1997-07-01 | 461.259206855422 |
| 1997-08-01 | 461.802410374084 |
| 1997-09-01 | 464.677816762399 |
| 1997-10-01 | 466.666541437471 |
| 1997-11-01 | 468.530331102801 |
| 1997-12-01 | 470.512247009881 |
| 1998-01-01 | 475.318180189402 |
| 1998-02-01 | 478.632289747236 |
| 1998-03-01 | 482.286943002443 |
| 1998-04-01 | 480.816769730598 |
| 1998-05-01 | 484.736860774481 |
| 1998-06-01 | 487.311823475916 |
| 1998-07-01 | 489.453118142996 |
| 1998-08-01 | 490.994923018579 |
| 1998-09-01 | 492.424554283055 |
| 1998-10-01 | 495.682103166090 |
| 1998-11-01 | 497.166420990136 |
| 1998-12-01 | 499.927907482764 |
| 1999-01-01 | 509.429248421912 |
| 1999-02-01 | 512.081832564164 |
| 1999-03-01 | 513.018519571592 |
| 1999-04-01 | 516.463867385743 |
| 1999-05-01 | 518.176338695008 |
| 1999-06-01 | 520.958794576489 |
| 1999-07-01 | 528.597356327895 |
| 1999-08-01 | 531.673231855364 |
| 1999-09-01 | 533.792532920902 |
| 1999-10-01 | 534.024003919930 |
| 1999-11-01 | 536.661383248571 |
| 1999-12-01 | 539.776174806766 |
| 2000-01-01 | 545.701304062782 |
| 2000-02-01 | 546.773242773862 |
| 2000-03-01 | 550.260121507574 |
| 2000-04-01 | 554.191507433082 |
| 2000-05-01 | 556.402035357380 |
| 2000-06-01 | 560.697382926611 |
| 2000-07-01 | 561.751453314995 |
| 2000-08-01 | 564.240802151048 |
| 2000-09-01 | 568.033762175914 |
| 2000-10-01 | 570.475647500430 |
| 2000-11-01 | 572.164365942321 |
| 2000-12-01 | 574.468473766171 |
| 2001-01-01 | 576.036579462247 |
| 2001-02-01 | 577.296834450686 |
| 2001-03-01 | 576.446063458831 |
| 2001-04-01 | 574.233614308370 |
| 2001-05-01 | 574.639994587281 |
| 2001-06-01 | 575.268850273729 |
| 2001-07-01 | 570.691939926718 |
| 2001-08-01 | 570.684763846177 |
| 2001-09-01 | 566.385611419427 |
| 2001-10-01 | 569.764929348423 |
| 2001-11-01 | 569.130226346097 |
| 2001-12-01 | 569.864519684745 |
| 2002-01-01 | 565.158202422237 |
| 2002-02-01 | 565.094655774064 |
| 2002-03-01 | 565.232881862013 |
| 2002-04-01 | 564.494206951624 |
| 2002-05-01 | 564.520172110801 |
| 2002-06-01 | 562.511286326912 |
| 2002-07-01 | 561.855978962200 |
| 2002-08-01 | 561.775827209260 |
| 2002-09-01 | 561.805996891444 |
| 2002-10-01 | 562.794880317973 |
| 2002-11-01 | 564.050021644543 |
| 2002-12-01 | 563.940978344775 |
| 2003-01-01 | 579.123917949761 |
| 2003-02-01 | 575.540204549043 |
| 2003-03-01 | 575.914307829492 |
| 2003-04-01 | 586.037609292235 |
| 2003-05-01 | 587.913010793808 |
| 2003-06-01 | 588.367594930949 |
| 2003-07-01 | 590.097365337091 |
| 2003-08-01 | 591.898695884992 |
| 2003-09-01 | 593.875830981133 |
| 2003-10-01 | 596.243089070180 |
| 2003-11-01 | 598.604098967280 |
| 2003-12-01 | 601.392513059627 |
| 2004-01-01 | 602.627019285532 |
| 2004-02-01 | 604.357677962587 |
| 2004-03-01 | 609.334325045093 |
| 2004-04-01 | 610.310368107193 |
| 2004-05-01 | 613.464619478371 |
| 2004-06-01 | 616.640692773071 |
| 2004-07-01 | 620.857753216139 |
| 2004-08-01 | 623.356929029347 |
| 2004-09-01 | 626.225114481436 |
| 2004-10-01 | 628.715862906609 |
| 2004-11-01 | 629.482248325978 |
| 2004-12-01 | 632.523133986768 |
| 2005-01-01 | 634.102212687513 |
| 2005-02-01 | 636.478782228358 |
| 2005-03-01 | 637.236545735703 |
| 2005-04-01 | 640.785916151854 |
| 2005-05-01 | 641.757392047065 |
| 2005-06-01 | 643.366363886367 |
| 2005-07-01 | 647.287857597339 |
| 2005-08-01 | 648.789600683091 |
| 2005-09-01 | 653.876217089515 |
| 2005-10-01 | 651.298440375535 |
| 2005-11-01 | 653.627580475173 |
| 2005-12-01 | 653.824417646198 |
| 2006-01-01 | 655.998100981063 |
| 2006-02-01 | 658.270926181890 |
| 2006-03-01 | 659.758637830240 |
| 2006-04-01 | 660.847592329619 |
| 2006-05-01 | 662.324322951188 |
| 2006-06-01 | 665.809019410305 |
| 2006-07-01 | 664.624566879142 |
| 2006-08-01 | 665.792103879412 |
| 2006-09-01 | 667.276399753932 |
| 2006-10-01 | 664.554681325245 |
| 2006-11-01 | 666.196986536124 |
| 2006-12-01 | 667.846189529469 |
| 2007-01-01 | 669.675694833975 |
| 2007-02-01 | 671.455683373244 |
| 2007-03-01 | 672.614334959622 |
| 2007-04-01 | 672.298520928017 |
| 2007-05-01 | 673.517401631558 |
| 2007-06-01 | 674.840197127131 |
| 2007-07-01 | 672.340426889691 |
| 2007-08-01 | 673.658249853396 |
| 2007-09-01 | 672.400158369581 |
| 2007-10-01 | 675.902835766570 |
| 2007-11-01 | 677.158381381797 |
| 2007-12-01 | 678.922772591234 |
| 2008-01-01 | 679.123671585347 |
| 2008-02-01 | 679.362404752601 |
| 2008-03-01 | 679.450644122874 |
| 2008-04-01 | 682.595344010477 |
| 2008-05-01 | 682.501496742554 |
| 2008-06-01 | 681.416974839389 |
| 2008-07-01 | 683.148803511632 |
| 2008-08-01 | 683.575092034775 |
| 2008-09-01 | 683.675734179156 |
| 2008-10-01 | 681.816072528818 |
| 2008-11-01 | 680.919034040277 |
| 2008-12-01 | 679.783300801873 |
| 2009-01-01 | 681.550325993396 |
| 2009-02-01 | 678.672249831398 |
| 2009-03-01 | 676.569413630315 |
| 2009-04-01 | 671.579857640918 |
| 2009-05-01 | 671.389203794149 |
| 2009-06-01 | 671.717484297487 |
| 2009-07-01 | 671.800260790315 |
| 2009-08-01 | 671.412511143274 |
| 2009-09-01 | 669.619286124373 |
| 2009-10-01 | 674.233675774952 |
| 2009-11-01 | 675.662420359948 |
| 2009-12-01 | 677.348856024107 |
| 2010-01-01 | 674.000439652265 |
| 2010-02-01 | 671.874707722777 |
| 2010-03-01 | 675.581208744626 |
| 2010-04-01 | 682.646564361230 |
| 2010-05-01 | 683.062399725956 |
| 2010-06-01 | 683.855758115133 |
| 2010-07-01 | 680.666141900955 |
| 2010-08-01 | 680.248873909659 |
| 2010-09-01 | 681.060720190713 |
| 2010-10-01 | 683.929542918338 |
| 2010-11-01 | 684.401042245304 |
| 2010-12-01 | 687.378422546794 |
| 2011-01-01 | 690.716886262104 |
| 2011-02-01 | 690.938784240382 |
| 2011-03-01 | 692.941157977933 |
| 2011-04-01 | 691.583734277166 |
| 2011-05-01 | 690.668851741794 |
| 2011-06-01 | 691.172583454537 |
| 2011-07-01 | 696.804344183906 |
| 2011-08-01 | 697.356703030325 |
| 2011-09-01 | 698.880509725047 |
| 2011-10-01 | 698.422333972125 |
| 2011-11-01 | 699.086910074596 |
| 2011-12-01 | 699.842815320848 |
| 2012-01-01 | 698.992388903778 |
| 2012-02-01 | 699.626409826303 |
| 2012-03-01 | 702.688891573419 |
| 2012-04-01 | 705.859437776512 |
| 2012-05-01 | 706.152632949994 |
| 2012-06-01 | 707.981860489253 |
| 2012-07-01 | 707.339219931516 |
| 2012-08-01 | 709.950628802196 |
| 2012-09-01 | 709.690686445941 |
| 2012-10-01 | 711.148803134215 |
| 2012-11-01 | 712.219516404963 |
| 2012-12-01 | 711.736737614803 |
| 2013-01-01 | 711.603574737158 |
| 2013-02-01 | 712.920993720858 |
| 2013-03-01 | 712.494742244971 |
| 2013-04-01 | 707.376533971692 |
| 2013-05-01 | 705.910966309630 |
| 2013-06-01 | 704.312265748466 |
| 2013-07-01 | 705.100950326339 |
| 2013-08-01 | 705.821933140459 |
| 2013-09-01 | 706.217121569052 |
| 2013-10-01 | 700.015158410348 |
| 2013-11-01 | 702.047542617608 |
| 2013-12-01 | 701.067429284559 |
| 2014-01-01 | 700.482418032001 |
| 2014-02-01 | 700.554414033854 |
| 2014-03-01 | 700.128626141026 |
| 2014-04-01 | 702.690929178979 |
| 2014-05-01 | 705.018430686518 |
| 2014-06-01 | 704.651911789272 |
| 2014-07-01 | 704.961980360275 |
| 2014-08-01 | 704.861654343821 |
| 2014-09-01 | 706.709535619135 |
| 2014-10-01 | 706.529971705032 |
| 2014-11-01 | 707.170450230427 |
| 2014-12-01 | 708.731462129237 |
| 2015-01-01 | 713.407840337089 |
| 2015-02-01 | 713.326957947314 |
| 2015-03-01 | 712.667453153096 |
| 2015-04-01 | 716.768090963218 |
| 2015-05-01 | 718.684240312752 |
| 2015-06-01 | 719.406458653315 |
| 2015-07-01 | 721.167820344175 |
| 2015-08-01 | 721.665899536907 |
| 2015-09-01 | 722.422248105270 |
| 2015-10-01 | 726.722880545370 |
| 2015-11-01 | 727.773460059439 |
| 2015-12-01 | 729.181669065590 |
| 2016-01-01 | 728.005878578618 |
| 2016-02-01 | 728.471525093432 |
| 2016-03-01 | 729.693998831572 |
| 2016-04-01 | 734.062944881859 |
| 2016-05-01 | 732.598482282748 |
| 2016-06-01 | 733.703193007263 |
| 2016-07-01 | 734.903004761396 |
| 2016-08-01 | 737.114795353236 |
| 2016-09-01 | 739.282579230491 |
| 2016-10-01 | 737.677076959005 |
| 2016-11-01 | 738.666266257843 |
| 2016-12-01 | 739.863073279196 |
| 2017-01-01 | 740.601529861338 |
| 2017-02-01 | 740.109638970273 |
| 2017-03-01 | 741.538619492765 |
| 2017-04-01 | 740.256351014801 |
| 2017-05-01 | 741.020109218181 |
| 2017-06-01 | 745.424507906510 |
| 2017-07-01 | 744.589986303591 |
| 2017-08-01 | 745.132337639797 |
| 2017-09-01 | 745.857055654346 |
| 2017-10-01 | 747.099507956534 |
| 2017-11-01 | 748.952457512596 |
| 2017-12-01 | 749.640402206027 |
| 2018-01-01 | 753.092229059016 |
| 2018-02-01 | 755.846131470646 |
| 2018-03-01 | 757.330954888779 |
| 2018-04-01 | 755.470202464732 |
| 2018-05-01 | 757.366772203213 |
| 2018-06-01 | 760.305186341423 |
| 2018-07-01 | 759.577377819817 |
| 2018-08-01 | 760.246605608975 |
| 2018-09-01 | 759.505264072129 |
| 2018-10-01 | 761.284012972157 |
| 2018-11-01 | 761.807557429483 |
| 2018-12-01 | 761.822462278880 |
| 2019-01-01 | 765.619258073705 |
| 2019-02-01 | 768.153155156491 |
| 2019-03-01 | 770.063714064930 |
| 2019-04-01 | 771.987853291945 |
| 2019-05-01 | 774.350251997245 |
| 2019-06-01 | 778.633886495902 |
| 2019-07-01 | 778.029821525315 |
| 2019-08-01 | 778.807829561144 |
| 2019-09-01 | 779.797714056910 |
| 2019-10-01 | 782.034703585583 |
| 2019-11-01 | 784.187693892160 |
| 2019-12-01 | 785.166103082295 |
| 2020-01-01 | 785.848281043499 |
| 2020-02-01 | 785.910351666857 |
| 2020-03-01 | 786.419461876810 |
| 2020-04-01 | 750.826398773738 |
| 2020-05-01 | 751.115628857354 |
| 2020-06-01 | 749.082509112814 |
| 2020-07-01 | 757.061764505173 |
| 2020-08-01 | 760.833340777326 |
| 2020-09-01 | 763.893626815362 |
| 2020-10-01 | 765.607766734759 |
| 2020-11-01 | 766.115865066645 |
| 2020-12-01 | 769.527891529518 |
| 2021-01-01 | 772.356461683714 |
| 2021-02-01 | 772.176630939226 |
| 2021-03-01 | 777.461498814180 |
| 2021-04-01 | 779.020758515355 |
| 2021-05-01 | 782.071140043368 |
| 2021-06-01 | 780.550543378415 |
| 2021-07-01 | 781.651108163538 |
| 2021-08-01 | 783.217671915178 |
| 2021-09-01 | 786.471402314077 |
| 2021-10-01 | 793.761581470992 |
| 2021-11-01 | 795.628941647074 |
| 2021-12-01 | 797.335494379733 |
| 2022-01-01 | 793.689281242425 |
| 2022-02-01 | 798.166706394066 |
| 2022-03-01 | 797.864237573826 |
| 2022-04-01 | 801.986681042809 |
| 2022-05-01 | 803.880078681757 |
| 2022-06-01 | 801.910781030004 |
| 2022-07-01 | 809.203149832997 |
| 2022-08-01 | 811.131975495466 |
| 2022-09-01 | 811.757760153379 |
| 2022-10-01 | 811.310322816253 |
| 2022-11-01 | 811.802790268480 |
| 2022-12-01 | 810.103071801094 |
| 2023-01-01 | 813.734634003564 |
| 2023-02-01 | 815.076214619988 |
| 2023-03-01 | 815.084376325511 |
| 2023-04-01 | 817.037626144922 |
| 2023-05-01 | 816.029557719322 |
| 2023-06-01 | 818.504581508414 |
| 2023-07-01 | 815.377438816606 |
| 2023-08-01 | 814.852557961801 |
| 2023-09-01 | 813.564835834032 |
| 2023-10-01 | 812.679986349764 |
| 2023-11-01 | 811.204889544497 |
| 2023-12-01 | 810.404606575741 |
| 2024-01-01 | 811.178497252494 |
| 2024-02-01 | 811.687131578269 |
| 2024-03-01 | 812.112809153752 |
| 2024-04-01 | 810.306052420499 |
| 2024-05-01 | 810.142276754649 |
| 2024-06-01 | 811.190437074942 |
| 2024-07-01 | 811.888414484641 |
| 2024-08-01 | 811.753616677382 |
| 2024-09-01 | 813.370356864210 |
| 2024-10-01 | 812.850911778044 |
| 2024-11-01 | 811.633707615550 |
| 2024-12-01 | 810.932149473122 |
| 2025-01-01 | 810.315258956847 |
| 2025-02-01 | 808.161632704790 |
| 2025-03-01 | 805.345315462697 |
| 2025-04-01 | 801.222615184341 |
| 2025-05-01 | 799.867114514819 |
| 2025-06-01 | 796.238540298416 |
| 2025-07-01 | 792.302644661309 |
| 2025-08-01 | 788.552937739619 |
| 2025-09-01 | 785.283617981725 |
| 2025-10-01 | 781.771131484742 |
| 2025-11-01 | 780.453837449327 |
| 2025-12-01 | 781.328694228896 |
| 2026-01-01 | 773.085220967532 |
| 2026-02-01 | 768.255108815829 |
| 2026-03-01 | 769.802298527426 |
| 2026-04-01 | 770.809136135166 |
| 2026-05-01 | 767.639944286038 |