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 2026-09-01 |
| Last Updated | 2026-10-20 9:52 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 | 366.5140170152 |
| 1990-02-01 | 368.2910534623 |
| 1990-03-01 | 370.0808125367 |
| 1990-04-01 | 370.0919449834 |
| 1990-05-01 | 370.9535492016 |
| 1990-06-01 | 372.4200063334 |
| 1990-07-01 | 371.8011775702 |
| 1990-08-01 | 372.5055642351 |
| 1990-09-01 | 372.0244680576 |
| 1990-10-01 | 370.0144304631 |
| 1990-11-01 | 369.1206057626 |
| 1990-12-01 | 368.9729532842 |
| 1991-01-01 | 368.8446615723 |
| 1991-02-01 | 368.1420263934 |
| 1991-03-01 | 368.3665671362 |
| 1991-04-01 | 364.8621030456 |
| 1991-05-01 | 364.8850719528 |
| 1991-06-01 | 364.0804921364 |
| 1991-07-01 | 365.1833801675 |
| 1991-08-01 | 364.6019075665 |
| 1991-09-01 | 365.8431137359 |
| 1991-10-01 | 364.0083283608 |
| 1991-11-01 | 364.5518201183 |
| 1991-12-01 | 364.1648938796 |
| 1992-01-01 | 367.5888486721 |
| 1992-02-01 | 366.6828598185 |
| 1992-03-01 | 367.4857799014 |
| 1992-04-01 | 368.9501811787 |
| 1992-05-01 | 368.5417385448 |
| 1992-06-01 | 369.3634030196 |
| 1992-07-01 | 369.9865704052 |
| 1992-08-01 | 368.0063909044 |
| 1992-09-01 | 370.7210317286 |
| 1992-10-01 | 373.8206587686 |
| 1992-11-01 | 374.0054862358 |
| 1992-12-01 | 374.9240315180 |
| 1993-01-01 | 375.7776972083 |
| 1993-02-01 | 376.3776295821 |
| 1993-03-01 | 375.0632672695 |
| 1993-04-01 | 379.3348476030 |
| 1993-05-01 | 380.8283893538 |
| 1993-06-01 | 380.7393435259 |
| 1993-07-01 | 380.9394303177 |
| 1993-08-01 | 380.0199563716 |
| 1993-09-01 | 382.9459237697 |
| 1993-10-01 | 386.1295460876 |
| 1993-11-01 | 387.1834265414 |
| 1993-12-01 | 388.6291676028 |
| 1994-01-01 | 389.4613086295 |
| 1994-02-01 | 390.1231635375 |
| 1994-03-01 | 389.8693412124 |
| 1994-04-01 | 389.7783045096 |
| 1994-05-01 | 391.2450898644 |
| 1994-06-01 | 393.0462087718 |
| 1994-07-01 | 393.3092473222 |
| 1994-08-01 | 394.7709205870 |
| 1994-09-01 | 397.9419535926 |
| 1994-10-01 | 396.4785749968 |
| 1994-11-01 | 398.1919978063 |
| 1994-12-01 | 399.3334653886 |
| 1995-01-01 | 400.0938652845 |
| 1995-02-01 | 401.5884140438 |
| 1995-03-01 | 403.9956313390 |
| 1995-04-01 | 407.3247005410 |
| 1995-05-01 | 408.9597107457 |
| 1995-06-01 | 410.5665984492 |
| 1995-07-01 | 411.6088300539 |
| 1995-08-01 | 412.8080822839 |
| 1995-09-01 | 414.2262806167 |
| 1995-10-01 | 414.7198255295 |
| 1995-11-01 | 417.6851317119 |
| 1995-12-01 | 419.9410180655 |
| 1996-01-01 | 419.1602487138 |
| 1996-02-01 | 423.3526364223 |
| 1996-03-01 | 425.7992489451 |
| 1996-04-01 | 427.0341133216 |
| 1996-05-01 | 430.1352937981 |
| 1996-06-01 | 431.7668689342 |
| 1996-07-01 | 436.6361416239 |
| 1996-08-01 | 438.2812851846 |
| 1996-09-01 | 439.7327800883 |
| 1996-10-01 | 442.9310724850 |
| 1996-11-01 | 444.7195478205 |
| 1996-12-01 | 446.0106979309 |
| 1997-01-01 | 446.6371142051 |
| 1997-02-01 | 448.0944314474 |
| 1997-03-01 | 451.1854729657 |
| 1997-04-01 | 454.2566202955 |
| 1997-05-01 | 456.0596810365 |
| 1997-06-01 | 457.9440758040 |
| 1997-07-01 | 461.2600094076 |
| 1997-08-01 | 461.8015475192 |
| 1997-09-01 | 464.6760604766 |
| 1997-10-01 | 466.6639409700 |
| 1997-11-01 | 468.5266394433 |
| 1997-12-01 | 470.5017856399 |
| 1998-01-01 | 475.3287006042 |
| 1998-02-01 | 478.6369767224 |
| 1998-03-01 | 482.2871839091 |
| 1998-04-01 | 480.8184864924 |
| 1998-05-01 | 484.7385478788 |
| 1998-06-01 | 487.3131883464 |
| 1998-07-01 | 489.4536600559 |
| 1998-08-01 | 490.9935541577 |
| 1998-09-01 | 492.4222158009 |
| 1998-10-01 | 495.6789498928 |
| 1998-11-01 | 497.1621124867 |
| 1998-12-01 | 499.9163988191 |
| 1999-01-01 | 509.4426388945 |
| 1999-02-01 | 512.0865654879 |
| 1999-03-01 | 513.0188257225 |
| 1999-04-01 | 516.4657456297 |
| 1999-05-01 | 518.1780576037 |
| 1999-06-01 | 520.9599537989 |
| 1999-07-01 | 528.5975112987 |
| 1999-08-01 | 531.6716936586 |
| 1999-09-01 | 533.7899998647 |
| 1999-10-01 | 534.0207550578 |
| 1999-11-01 | 536.6568252082 |
| 1999-12-01 | 539.7657183022 |
| 2000-01-01 | 545.7151242102 |
| 2000-02-01 | 546.7769869935 |
| 2000-03-01 | 550.2601779735 |
| 2000-04-01 | 554.1935851864 |
| 2000-05-01 | 556.4035054551 |
| 2000-06-01 | 560.6982223261 |
| 2000-07-01 | 561.7512838344 |
| 2000-08-01 | 564.2394022605 |
| 2000-09-01 | 568.0315228592 |
| 2000-10-01 | 570.4729420469 |
| 2000-11-01 | 572.1605461955 |
| 2000-12-01 | 574.4610641550 |
| 2001-01-01 | 576.0486275148 |
| 2001-02-01 | 577.2979767123 |
| 2001-03-01 | 576.4452898553 |
| 2001-04-01 | 574.2357100076 |
| 2001-05-01 | 574.6412491113 |
| 2001-06-01 | 575.2693962557 |
| 2001-07-01 | 570.6917490872 |
| 2001-08-01 | 570.6840209205 |
| 2001-09-01 | 566.3841788396 |
| 2001-10-01 | 569.7632079902 |
| 2001-11-01 | 569.1278200183 |
| 2001-12-01 | 569.8613968276 |
| 2002-01-01 | 565.1651517679 |
| 2002-02-01 | 565.0935512888 |
| 2002-03-01 | 565.2313957257 |
| 2002-04-01 | 564.4962096689 |
| 2002-05-01 | 564.5211989367 |
| 2002-06-01 | 562.5117751892 |
| 2002-07-01 | 561.8560733729 |
| 2002-08-01 | 561.7757236129 |
| 2002-09-01 | 561.8052750640 |
| 2002-10-01 | 562.7941795557 |
| 2002-11-01 | 564.0492406164 |
| 2002-12-01 | 563.9402789531 |
| 2003-01-01 | 579.1265372462 |
| 2003-02-01 | 575.5379430104 |
| 2003-03-01 | 575.9121933052 |
| 2003-04-01 | 586.0393692618 |
| 2003-05-01 | 587.9141121453 |
| 2003-06-01 | 588.3683567243 |
| 2003-07-01 | 590.0978173728 |
| 2003-08-01 | 591.8990907418 |
| 2003-09-01 | 593.8756993344 |
| 2003-10-01 | 596.2429058253 |
| 2003-11-01 | 598.6040074737 |
| 2003-12-01 | 601.3924745156 |
| 2004-01-01 | 602.6270893845 |
| 2004-02-01 | 604.3553382517 |
| 2004-03-01 | 609.3319210619 |
| 2004-04-01 | 610.3120418766 |
| 2004-05-01 | 613.4657684666 |
| 2004-06-01 | 616.6417136846 |
| 2004-07-01 | 620.8584066052 |
| 2004-08-01 | 623.3574233942 |
| 2004-09-01 | 626.2252462615 |
| 2004-10-01 | 628.7157116997 |
| 2004-11-01 | 629.4822004237 |
| 2004-12-01 | 632.5229755227 |
| 2005-01-01 | 634.1019638897 |
| 2005-02-01 | 636.4766501726 |
| 2005-03-01 | 637.2346938031 |
| 2005-04-01 | 640.7871201993 |
| 2005-05-01 | 641.7583723304 |
| 2005-06-01 | 643.3673824526 |
| 2005-07-01 | 647.2884767869 |
| 2005-08-01 | 648.7899918513 |
| 2005-09-01 | 653.8763870580 |
| 2005-10-01 | 651.2981050026 |
| 2005-11-01 | 653.6274681563 |
| 2005-12-01 | 653.8242417037 |
| 2006-01-01 | 655.9978152703 |
| 2006-02-01 | 658.2696009121 |
| 2006-03-01 | 659.7576301084 |
| 2006-04-01 | 660.8482692269 |
| 2006-05-01 | 662.3249556132 |
| 2006-06-01 | 665.8097935327 |
| 2006-07-01 | 664.6249741961 |
| 2006-08-01 | 665.7923143472 |
| 2006-09-01 | 667.2764768615 |
| 2006-10-01 | 664.5542860932 |
| 2006-11-01 | 666.1968876545 |
| 2006-12-01 | 667.8460314686 |
| 2007-01-01 | 669.6754461616 |
| 2007-02-01 | 671.4552461140 |
| 2007-03-01 | 672.6141901375 |
| 2007-04-01 | 672.2985657058 |
| 2007-05-01 | 673.5176143405 |
| 2007-06-01 | 674.8406885549 |
| 2007-07-01 | 672.3406128319 |
| 2007-08-01 | 673.6583239449 |
| 2007-09-01 | 672.4002271211 |
| 2007-10-01 | 675.9024945570 |
| 2007-11-01 | 677.1583320312 |
| 2007-12-01 | 678.9227095588 |
| 2008-01-01 | 679.1235798087 |
| 2008-02-01 | 679.3623287297 |
| 2008-03-01 | 679.4506046483 |
| 2008-04-01 | 682.5953585254 |
| 2008-05-01 | 682.5015578591 |
| 2008-06-01 | 681.4172042282 |
| 2008-07-01 | 683.1488477673 |
| 2008-08-01 | 683.5751020211 |
| 2008-09-01 | 683.6757994522 |
| 2008-10-01 | 681.8158424233 |
| 2008-11-01 | 680.9190110649 |
| 2008-12-01 | 679.7832897286 |
| 2009-01-01 | 681.5503134244 |
| 2009-02-01 | 678.6722561942 |
| 2009-03-01 | 676.5694226740 |
| 2009-04-01 | 671.5798638492 |
| 2009-05-01 | 671.3892043629 |
| 2009-06-01 | 671.7175658188 |
| 2009-07-01 | 671.8002619680 |
| 2009-08-01 | 671.4125134503 |
| 2009-09-01 | 669.6193397651 |
| 2009-10-01 | 674.2335736731 |
| 2009-11-01 | 675.6624148539 |
| 2009-12-01 | 677.3488488878 |
| 2010-01-01 | 674.0004212129 |
| 2010-02-01 | 671.8747050298 |
| 2010-03-01 | 675.5812126084 |
| 2010-04-01 | 682.6465661511 |
| 2010-05-01 | 683.0624021433 |
| 2010-06-01 | 683.8557720575 |
| 2010-07-01 | 680.6661496037 |
| 2010-08-01 | 680.2488771309 |
| 2010-09-01 | 681.0608029562 |
| 2010-10-01 | 683.9295423004 |
| 2010-11-01 | 684.4010280957 |
| 2010-12-01 | 687.3783913892 |
| 2011-01-01 | 690.7168369961 |
| 2011-02-01 | 690.9387456910 |
| 2011-03-01 | 692.9411363145 |
| 2011-04-01 | 691.5837191282 |
| 2011-05-01 | 690.6688793494 |
| 2011-06-01 | 691.1725836296 |
| 2011-07-01 | 696.8043583413 |
| 2011-08-01 | 697.3567365849 |
| 2011-09-01 | 698.8806404216 |
| 2011-10-01 | 698.4223814908 |
| 2011-11-01 | 699.0869507717 |
| 2011-12-01 | 699.8428432014 |
| 2012-01-01 | 698.9920405993 |
| 2012-02-01 | 699.6263869276 |
| 2012-03-01 | 702.6888022639 |
| 2012-04-01 | 705.8594155881 |
| 2012-05-01 | 706.1527234415 |
| 2012-06-01 | 707.9819185736 |
| 2012-07-01 | 707.3392982489 |
| 2012-08-01 | 709.9507173606 |
| 2012-09-01 | 709.6908965779 |
| 2012-10-01 | 711.1488970514 |
| 2012-11-01 | 712.2195984356 |
| 2012-12-01 | 711.7367523424 |
| 2013-01-01 | 711.6028069662 |
| 2013-02-01 | 712.9208531338 |
| 2013-03-01 | 712.4945331244 |
| 2013-04-01 | 707.3763664381 |
| 2013-05-01 | 705.9113651603 |
| 2013-06-01 | 704.3126513675 |
| 2013-07-01 | 705.1012937150 |
| 2013-08-01 | 705.8221627111 |
| 2013-09-01 | 706.2172367179 |
| 2013-10-01 | 700.0152768421 |
| 2013-11-01 | 702.0476446563 |
| 2013-12-01 | 701.0672849772 |
| 2014-01-01 | 700.4809933235 |
| 2014-02-01 | 700.5538677413 |
| 2014-03-01 | 700.1280654796 |
| 2014-04-01 | 702.6905289958 |
| 2014-05-01 | 705.0191622213 |
| 2014-06-01 | 704.6542854984 |
| 2014-07-01 | 704.9626081606 |
| 2014-08-01 | 704.8619016720 |
| 2014-09-01 | 706.7093659226 |
| 2014-10-01 | 706.5299015808 |
| 2014-11-01 | 707.1703846469 |
| 2014-12-01 | 708.7308489366 |
| 2015-01-01 | 713.4055755032 |
| 2015-02-01 | 713.3254827894 |
| 2015-03-01 | 712.6659611220 |
| 2015-04-01 | 716.7677496506 |
| 2015-05-01 | 718.6843385881 |
| 2015-06-01 | 719.4152183647 |
| 2015-07-01 | 721.1679394751 |
| 2015-08-01 | 721.6656592679 |
| 2015-09-01 | 722.4213754017 |
| 2015-10-01 | 726.7222430863 |
| 2015-11-01 | 727.7727622140 |
| 2015-12-01 | 729.1808373846 |
| 2016-01-01 | 728.0022464275 |
| 2016-02-01 | 728.4688879822 |
| 2016-03-01 | 729.6913031695 |
| 2016-04-01 | 734.0622128992 |
| 2016-05-01 | 732.5965740966 |
| 2016-06-01 | 733.7242421669 |
| 2016-07-01 | 734.9013110287 |
| 2016-08-01 | 737.1132115758 |
| 2016-09-01 | 739.2806391988 |
| 2016-10-01 | 737.6753651388 |
| 2016-11-01 | 738.6641651943 |
| 2016-12-01 | 739.8617079232 |
| 2017-01-01 | 740.5970272726 |
| 2017-02-01 | 740.1059144800 |
| 2017-03-01 | 741.5346663987 |
| 2017-04-01 | 740.2559699696 |
| 2017-05-01 | 741.0167384251 |
| 2017-06-01 | 745.4572403570 |
| 2017-07-01 | 744.5868597222 |
| 2017-08-01 | 745.1295170408 |
| 2017-09-01 | 745.8535954425 |
| 2017-10-01 | 747.0958719550 |
| 2017-11-01 | 748.9481457316 |
| 2017-12-01 | 749.6383594471 |
| 2018-01-01 | 753.0876648033 |
| 2018-02-01 | 755.8429717695 |
| 2018-03-01 | 757.3273885944 |
| 2018-04-01 | 755.4704147877 |
| 2018-05-01 | 757.3623534118 |
| 2018-06-01 | 760.3445436177 |
| 2018-07-01 | 759.5727486595 |
| 2018-08-01 | 760.2432840719 |
| 2018-09-01 | 759.5019285263 |
| 2018-10-01 | 761.2767365745 |
| 2018-11-01 | 761.7996670189 |
| 2018-12-01 | 761.8203714354 |
| 2019-01-01 | 765.6164931339 |
| 2019-02-01 | 768.1513673053 |
| 2019-03-01 | 770.0665160603 |
| 2019-04-01 | 771.9888268491 |
| 2019-05-01 | 774.3443167780 |
| 2019-06-01 | 778.6685624141 |
| 2019-07-01 | 778.0241018875 |
| 2019-08-01 | 778.8046336727 |
| 2019-09-01 | 779.7958339619 |
| 2019-10-01 | 782.0257041928 |
| 2019-11-01 | 784.1783469516 |
| 2019-12-01 | 785.1585021401 |
| 2020-01-01 | 785.8513612927 |
| 2020-02-01 | 785.9127376436 |
| 2020-03-01 | 786.4321793894 |
| 2020-04-01 | 750.8324622316 |
| 2020-05-01 | 751.1180079227 |
| 2020-06-01 | 749.0776763955 |
| 2020-07-01 | 757.0630309202 |
| 2020-08-01 | 760.8335602014 |
| 2020-09-01 | 763.8919598543 |
| 2020-10-01 | 765.5941749481 |
| 2020-11-01 | 766.1032787546 |
| 2020-12-01 | 769.5130538739 |
| 2021-01-01 | 772.3669352394 |
| 2021-02-01 | 772.1904530815 |
| 2021-03-01 | 777.4958098219 |
| 2021-04-01 | 779.0437890812 |
| 2021-05-01 | 782.0889651193 |
| 2021-06-01 | 780.4978863533 |
| 2021-07-01 | 781.6527577967 |
| 2021-08-01 | 783.2104837503 |
| 2021-09-01 | 786.4565348852 |
| 2021-10-01 | 793.7315699751 |
| 2021-11-01 | 795.6021491598 |
| 2021-12-01 | 797.3079796356 |
| 2022-01-01 | 793.7143359247 |
| 2022-02-01 | 798.2130575166 |
| 2022-03-01 | 797.9442834023 |
| 2022-04-01 | 802.0635132339 |
| 2022-05-01 | 803.9262092122 |
| 2022-06-01 | 801.8072515998 |
| 2022-07-01 | 809.1854071267 |
| 2022-08-01 | 811.0873111318 |
| 2022-09-01 | 811.6926626816 |
| 2022-10-01 | 811.2290199861 |
| 2022-11-01 | 811.7352108833 |
| 2022-12-01 | 810.0625304421 |
| 2023-01-01 | 813.7965940751 |
| 2023-02-01 | 815.1995910091 |
| 2023-03-01 | 815.2978377563 |
| 2023-04-01 | 817.1640658342 |
| 2023-05-01 | 816.2039893790 |
| 2023-06-01 | 818.3086805886 |
| 2023-07-01 | 815.2462702671 |
| 2023-08-01 | 814.7635562428 |
| 2023-09-01 | 813.3859474415 |
| 2023-10-01 | 812.5096917815 |
| 2023-11-01 | 811.0783976771 |
| 2023-12-01 | 810.3610992206 |
| 2024-01-01 | 811.3143027582 |
| 2024-02-01 | 811.9384476476 |
| 2024-03-01 | 812.4942031786 |
| 2024-04-01 | 810.5105627000 |
| 2024-05-01 | 810.4795485280 |
| 2024-06-01 | 810.8862317892 |
| 2024-07-01 | 811.5589622350 |
| 2024-08-01 | 811.6310020556 |
| 2024-09-01 | 813.0634922517 |
| 2024-10-01 | 812.5784758391 |
| 2024-11-01 | 811.4440291616 |
| 2024-12-01 | 810.8970307848 |
| 2025-01-01 | 810.5325310485 |
| 2025-02-01 | 808.5495122101 |
| 2025-03-01 | 805.9052344508 |
| 2025-04-01 | 801.4834012926 |
| 2025-05-01 | 800.3821473365 |
| 2025-06-01 | 795.8398449867 |
| 2025-07-01 | 791.7456400664 |
| 2025-08-01 | 788.4250234946 |
| 2025-09-01 | 784.8667090180 |
| 2025-10-01 | 781.4236024852 |
| 2025-11-01 | 780.2228915902 |
| 2025-12-01 | 781.3111167791 |
| 2026-01-01 | 773.3614171336 |
| 2026-02-01 | 768.7334972301 |
| 2026-03-01 | 770.4550263618 |
| 2026-04-01 | 771.1203010698 |
| 2026-05-01 | 767.6315319033 |
| 2026-06-01 | 771.0209761410 |
| 2026-07-01 | 772.4402524502 |
| 2026-08-01 | 768.6909924063 |
| 2026-09-01 | 771.3365839220 |