Table Data - All Employees: Service-Providing in Richmond, VA (MSA)
| Title | All Employees: Service-Providing in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400600700000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 6:35 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 | 388.308117351317 |
| 1990-02-01 | 389.665660796954 |
| 1990-03-01 | 389.018714499488 |
| 1990-04-01 | 389.107376857425 |
| 1990-05-01 | 389.487321265346 |
| 1990-06-01 | 389.774412391459 |
| 1990-07-01 | 390.021337053659 |
| 1990-08-01 | 392.089936571030 |
| 1990-09-01 | 392.067679290300 |
| 1990-10-01 | 389.697779663154 |
| 1990-11-01 | 390.103824350245 |
| 1990-12-01 | 388.718055726519 |
| 1991-01-01 | 387.199458357405 |
| 1991-02-01 | 386.113272875499 |
| 1991-03-01 | 385.127788691605 |
| 1991-04-01 | 382.508247350816 |
| 1991-05-01 | 383.437747854346 |
| 1991-06-01 | 383.114762926562 |
| 1991-07-01 | 383.518610999770 |
| 1991-08-01 | 385.433366980910 |
| 1991-09-01 | 383.924316909274 |
| 1991-10-01 | 382.942986408795 |
| 1991-11-01 | 382.792673030632 |
| 1991-12-01 | 383.120474637998 |
| 1992-01-01 | 384.166074018766 |
| 1992-02-01 | 383.659383008311 |
| 1992-03-01 | 382.570365864046 |
| 1992-04-01 | 385.195301785952 |
| 1992-05-01 | 386.908186765092 |
| 1992-06-01 | 386.763391354275 |
| 1992-07-01 | 387.351610326911 |
| 1992-08-01 | 387.681233150402 |
| 1992-09-01 | 387.702274761940 |
| 1992-10-01 | 392.401240223141 |
| 1992-11-01 | 392.424542046069 |
| 1992-12-01 | 393.209515821524 |
| 1993-01-01 | 393.991718243192 |
| 1993-02-01 | 395.234944038249 |
| 1993-03-01 | 393.460011079018 |
| 1993-04-01 | 397.508143263865 |
| 1993-05-01 | 398.036151792592 |
| 1993-06-01 | 399.538223044925 |
| 1993-07-01 | 399.175326036253 |
| 1993-08-01 | 400.723143033556 |
| 1993-09-01 | 403.176163653799 |
| 1993-10-01 | 405.759334629993 |
| 1993-11-01 | 406.093609079651 |
| 1993-12-01 | 408.274346641205 |
| 1994-01-01 | 408.876922060447 |
| 1994-02-01 | 410.097556392439 |
| 1994-03-01 | 411.855778378351 |
| 1994-04-01 | 412.713903139415 |
| 1994-05-01 | 414.003062520414 |
| 1994-06-01 | 416.054092659216 |
| 1994-07-01 | 419.117964296016 |
| 1994-08-01 | 419.522626542146 |
| 1994-09-01 | 421.770628439302 |
| 1994-10-01 | 420.952695412108 |
| 1994-11-01 | 421.671230170272 |
| 1994-12-01 | 421.928301687036 |
| 1995-01-01 | 423.925431043237 |
| 1995-02-01 | 424.194035491574 |
| 1995-03-01 | 424.353163291744 |
| 1995-04-01 | 425.229284853454 |
| 1995-05-01 | 425.132384886767 |
| 1995-06-01 | 425.705568287235 |
| 1995-07-01 | 425.834484792312 |
| 1995-08-01 | 427.384431813953 |
| 1995-09-01 | 427.744464942062 |
| 1995-10-01 | 428.608974237008 |
| 1995-11-01 | 428.883589782071 |
| 1995-12-01 | 432.672830633298 |
| 1996-01-01 | 430.584216777400 |
| 1996-02-01 | 432.675634838642 |
| 1996-03-01 | 434.756446862079 |
| 1996-04-01 | 435.310699939960 |
| 1996-05-01 | 436.201031774699 |
| 1996-06-01 | 436.657169168683 |
| 1996-07-01 | 433.754611363502 |
| 1996-08-01 | 435.395638853464 |
| 1996-09-01 | 434.281484372787 |
| 1996-10-01 | 438.670632852109 |
| 1996-11-01 | 440.249664540209 |
| 1996-12-01 | 441.051547672942 |
| 1997-01-01 | 443.338475064134 |
| 1997-02-01 | 444.955008328384 |
| 1997-03-01 | 445.017211634761 |
| 1997-04-01 | 445.877657801844 |
| 1997-05-01 | 446.558736857587 |
| 1997-06-01 | 447.237162254415 |
| 1997-07-01 | 450.115692386131 |
| 1997-08-01 | 450.502049553895 |
| 1997-09-01 | 450.411562834046 |
| 1997-10-01 | 451.633135368669 |
| 1997-11-01 | 451.572786872200 |
| 1997-12-01 | 452.990295726632 |
| 1998-01-01 | 452.105247380692 |
| 1998-02-01 | 452.164848838583 |
| 1998-03-01 | 451.924120736355 |
| 1998-04-01 | 455.638271361385 |
| 1998-05-01 | 457.353289425909 |
| 1998-06-01 | 457.796195723373 |
| 1998-07-01 | 456.303928451023 |
| 1998-08-01 | 458.070786550656 |
| 1998-09-01 | 459.632219113639 |
| 1998-10-01 | 459.015654573783 |
| 1998-11-01 | 460.238581201914 |
| 1998-12-01 | 461.329701491934 |
| 1999-01-01 | 463.935272012765 |
| 1999-02-01 | 466.529266159690 |
| 1999-03-01 | 465.621857652506 |
| 1999-04-01 | 466.317173966006 |
| 1999-05-01 | 466.883552479526 |
| 1999-06-01 | 467.574923180036 |
| 1999-07-01 | 469.453442914547 |
| 1999-08-01 | 471.348910393362 |
| 1999-09-01 | 470.793281075428 |
| 1999-10-01 | 472.549390209569 |
| 1999-11-01 | 474.197259105958 |
| 1999-12-01 | 474.660470671277 |
| 2000-01-01 | 475.944098709581 |
| 2000-02-01 | 477.515922251801 |
| 2000-03-01 | 477.666514172978 |
| 2000-04-01 | 478.676145967764 |
| 2000-05-01 | 479.923366484598 |
| 2000-06-01 | 481.252239638740 |
| 2000-07-01 | 482.168320243335 |
| 2000-08-01 | 482.987767900179 |
| 2000-09-01 | 484.173148167030 |
| 2000-10-01 | 484.235237282102 |
| 2000-11-01 | 485.124131553780 |
| 2000-12-01 | 485.391991112242 |
| 2001-01-01 | 485.146511168415 |
| 2001-02-01 | 484.662816394946 |
| 2001-03-01 | 485.118608298090 |
| 2001-04-01 | 483.609835744289 |
| 2001-05-01 | 483.481181181256 |
| 2001-06-01 | 484.554194992357 |
| 2001-07-01 | 486.174090638691 |
| 2001-08-01 | 486.675826124885 |
| 2001-09-01 | 484.646190759411 |
| 2001-10-01 | 483.809960689614 |
| 2001-11-01 | 483.287009315102 |
| 2001-12-01 | 484.374814680624 |
| 2002-01-01 | 484.959460008379 |
| 2002-02-01 | 486.280064835895 |
| 2002-03-01 | 486.950502774148 |
| 2002-04-01 | 486.019615653140 |
| 2002-05-01 | 486.185159108621 |
| 2002-06-01 | 485.871143051344 |
| 2002-07-01 | 486.813814930913 |
| 2002-08-01 | 487.146541751223 |
| 2002-09-01 | 485.993736309568 |
| 2002-10-01 | 485.060467177737 |
| 2002-11-01 | 485.207512676451 |
| 2002-12-01 | 484.884083082202 |
| 2003-01-01 | 484.110525643167 |
| 2003-02-01 | 483.232354945534 |
| 2003-03-01 | 483.348837178407 |
| 2003-04-01 | 488.460740511908 |
| 2003-05-01 | 488.021327123450 |
| 2003-06-01 | 488.745615338495 |
| 2003-07-01 | 489.295484569754 |
| 2003-08-01 | 489.929874717628 |
| 2003-09-01 | 490.711581607958 |
| 2003-10-01 | 494.123104012783 |
| 2003-11-01 | 495.238143839039 |
| 2003-12-01 | 497.114074725274 |
| 2004-01-01 | 499.816156936671 |
| 2004-02-01 | 501.663275268316 |
| 2004-03-01 | 502.396605941804 |
| 2004-04-01 | 503.614526334578 |
| 2004-05-01 | 503.769849106627 |
| 2004-06-01 | 503.933782245589 |
| 2004-07-01 | 504.728708087485 |
| 2004-08-01 | 501.241998276531 |
| 2004-09-01 | 506.776299725871 |
| 2004-10-01 | 510.552629506189 |
| 2004-11-01 | 510.063071892225 |
| 2004-12-01 | 510.555773530942 |
| 2005-01-01 | 510.114345440812 |
| 2005-02-01 | 512.003185161558 |
| 2005-03-01 | 512.696052376289 |
| 2005-04-01 | 517.701801755748 |
| 2005-05-01 | 516.693566939982 |
| 2005-06-01 | 517.506028035485 |
| 2005-07-01 | 515.998512749829 |
| 2005-08-01 | 512.613787331739 |
| 2005-09-01 | 518.709590346498 |
| 2005-10-01 | 517.865905012045 |
| 2005-11-01 | 518.407171606098 |
| 2005-12-01 | 518.375767775065 |
| 2006-01-01 | 519.819209792510 |
| 2006-02-01 | 518.193000603541 |
| 2006-03-01 | 521.937365451448 |
| 2006-04-01 | 521.428789145902 |
| 2006-05-01 | 523.709927645500 |
| 2006-06-01 | 523.034556973420 |
| 2006-07-01 | 528.609763290706 |
| 2006-08-01 | 527.413108049103 |
| 2006-09-01 | 525.326095554916 |
| 2006-10-01 | 530.500310848008 |
| 2006-11-01 | 532.498890633941 |
| 2006-12-01 | 532.959116605042 |
| 2007-01-01 | 532.030765914808 |
| 2007-02-01 | 534.165785407266 |
| 2007-03-01 | 532.749281328690 |
| 2007-04-01 | 530.282326130492 |
| 2007-05-01 | 532.436927327336 |
| 2007-06-01 | 534.753973987607 |
| 2007-07-01 | 534.561087704757 |
| 2007-08-01 | 534.982199498575 |
| 2007-09-01 | 533.814301534885 |
| 2007-10-01 | 532.792293851948 |
| 2007-11-01 | 532.371855342357 |
| 2007-12-01 | 533.709868753481 |
| 2008-01-01 | 535.330392522628 |
| 2008-02-01 | 536.380805440308 |
| 2008-03-01 | 535.833849052871 |
| 2008-04-01 | 536.111888345014 |
| 2008-05-01 | 534.255859344233 |
| 2008-06-01 | 534.716351234902 |
| 2008-07-01 | 536.654865912054 |
| 2008-08-01 | 536.547838021723 |
| 2008-09-01 | 536.537913617188 |
| 2008-10-01 | 537.126229176613 |
| 2008-11-01 | 535.891978077232 |
| 2008-12-01 | 534.590977210414 |
| 2009-01-01 | 532.491827641641 |
| 2009-02-01 | 529.707109414986 |
| 2009-03-01 | 528.184215345968 |
| 2009-04-01 | 525.251377700710 |
| 2009-05-01 | 525.756517833988 |
| 2009-06-01 | 524.291833153958 |
| 2009-07-01 | 519.925952910192 |
| 2009-08-01 | 518.812211388669 |
| 2009-09-01 | 520.444366168295 |
| 2009-10-01 | 520.210203881480 |
| 2009-11-01 | 520.097178476315 |
| 2009-12-01 | 519.706221250243 |
| 2010-01-01 | 520.590899583135 |
| 2010-02-01 | 517.690201599147 |
| 2010-03-01 | 520.852190560250 |
| 2010-04-01 | 523.863546015993 |
| 2010-05-01 | 528.175154010169 |
| 2010-06-01 | 526.392951277274 |
| 2010-07-01 | 525.972792180109 |
| 2010-08-01 | 524.798211599142 |
| 2010-09-01 | 524.047399710922 |
| 2010-10-01 | 524.184103735028 |
| 2010-11-01 | 523.787990007300 |
| 2010-12-01 | 524.644999939955 |
| 2011-01-01 | 527.607791388187 |
| 2011-02-01 | 528.779925710159 |
| 2011-03-01 | 530.417882775100 |
| 2011-04-01 | 532.199688175138 |
| 2011-05-01 | 532.064743368386 |
| 2011-06-01 | 531.775560451718 |
| 2011-07-01 | 536.875290149102 |
| 2011-08-01 | 534.803214305488 |
| 2011-09-01 | 536.573325915814 |
| 2011-10-01 | 537.973432254957 |
| 2011-11-01 | 538.811675202337 |
| 2011-12-01 | 538.054111150886 |
| 2012-01-01 | 539.246890950282 |
| 2012-02-01 | 540.689388533886 |
| 2012-03-01 | 542.526666796282 |
| 2012-04-01 | 542.452798075335 |
| 2012-05-01 | 543.377475884988 |
| 2012-06-01 | 545.435954770318 |
| 2012-07-01 | 545.201968955563 |
| 2012-08-01 | 547.936068824497 |
| 2012-09-01 | 548.286954656286 |
| 2012-10-01 | 549.206660425680 |
| 2012-11-01 | 549.085327320790 |
| 2012-12-01 | 551.371939229841 |
| 2013-01-01 | 549.430367456405 |
| 2013-02-01 | 550.330083417090 |
| 2013-03-01 | 551.668438100017 |
| 2013-04-01 | 551.818775216146 |
| 2013-05-01 | 551.099838314613 |
| 2013-06-01 | 551.895972845615 |
| 2013-07-01 | 554.817090236038 |
| 2013-08-01 | 555.605051181353 |
| 2013-09-01 | 555.870685887242 |
| 2013-10-01 | 554.551339150845 |
| 2013-11-01 | 559.367694730697 |
| 2013-12-01 | 558.478895745734 |
| 2014-01-01 | 560.232585709680 |
| 2014-02-01 | 557.116771554881 |
| 2014-03-01 | 559.517287899141 |
| 2014-04-01 | 562.175540882493 |
| 2014-05-01 | 564.566679302378 |
| 2014-06-01 | 564.715701880567 |
| 2014-07-01 | 564.622849856797 |
| 2014-08-01 | 565.428266456870 |
| 2014-09-01 | 564.431663274198 |
| 2014-10-01 | 564.207884840857 |
| 2014-11-01 | 565.973952358869 |
| 2014-12-01 | 566.993731405418 |
| 2015-01-01 | 571.486991053603 |
| 2015-02-01 | 569.563226529387 |
| 2015-03-01 | 569.627749367644 |
| 2015-04-01 | 573.372613591909 |
| 2015-05-01 | 576.537821024623 |
| 2015-06-01 | 577.413887967984 |
| 2015-07-01 | 580.655082081619 |
| 2015-08-01 | 581.439689674434 |
| 2015-09-01 | 584.463023990394 |
| 2015-10-01 | 587.678452715902 |
| 2015-11-01 | 589.107603753683 |
| 2015-12-01 | 588.902191738915 |
| 2016-01-01 | 588.454636464118 |
| 2016-02-01 | 588.632987292019 |
| 2016-03-01 | 589.270545675701 |
| 2016-04-01 | 591.707496068151 |
| 2016-05-01 | 589.224248167098 |
| 2016-06-01 | 588.968764056472 |
| 2016-07-01 | 588.194176173008 |
| 2016-08-01 | 589.594943858982 |
| 2016-09-01 | 591.522111668779 |
| 2016-10-01 | 592.326585544152 |
| 2016-11-01 | 593.048378312121 |
| 2016-12-01 | 594.981817009627 |
| 2017-01-01 | 593.221871721141 |
| 2017-02-01 | 595.574881101273 |
| 2017-03-01 | 596.589548365049 |
| 2017-04-01 | 596.091090555573 |
| 2017-05-01 | 596.820067824012 |
| 2017-06-01 | 598.034601286339 |
| 2017-07-01 | 597.402735600386 |
| 2017-08-01 | 597.630503701653 |
| 2017-09-01 | 599.026641823513 |
| 2017-10-01 | 598.122690490313 |
| 2017-11-01 | 596.938749282969 |
| 2017-12-01 | 597.983736179909 |
| 2018-01-01 | 600.587174317195 |
| 2018-02-01 | 602.428393492099 |
| 2018-03-01 | 603.607742737747 |
| 2018-04-01 | 603.925661839781 |
| 2018-05-01 | 604.824126086302 |
| 2018-06-01 | 605.902856860318 |
| 2018-07-01 | 607.555530980983 |
| 2018-08-01 | 609.028513676164 |
| 2018-09-01 | 605.152778177734 |
| 2018-10-01 | 607.787839828502 |
| 2018-11-01 | 609.657898130140 |
| 2018-12-01 | 609.175579127727 |
| 2019-01-01 | 608.720942240309 |
| 2019-02-01 | 609.804076354794 |
| 2019-03-01 | 611.048685817752 |
| 2019-04-01 | 611.706270401614 |
| 2019-05-01 | 611.143186414214 |
| 2019-06-01 | 613.204595897787 |
| 2019-07-01 | 612.295315985334 |
| 2019-08-01 | 612.164552545215 |
| 2019-09-01 | 612.623717109551 |
| 2019-10-01 | 614.471298618622 |
| 2019-11-01 | 615.839670892922 |
| 2019-12-01 | 615.406827331912 |
| 2020-01-01 | 618.424198285338 |
| 2020-02-01 | 616.616967897520 |
| 2020-03-01 | 614.833378042005 |
| 2020-04-01 | 543.535174221691 |
| 2020-05-01 | 544.707522500776 |
| 2020-06-01 | 555.053771993686 |
| 2020-07-01 | 568.495116274540 |
| 2020-08-01 | 575.166887283750 |
| 2020-09-01 | 577.907312839270 |
| 2020-10-01 | 582.967148797744 |
| 2020-11-01 | 583.018398463105 |
| 2020-12-01 | 584.493190190362 |
| 2021-01-01 | 585.226683649529 |
| 2021-02-01 | 583.398356893282 |
| 2021-03-01 | 587.686253004812 |
| 2021-04-01 | 588.014442049473 |
| 2021-05-01 | 589.728430701351 |
| 2021-06-01 | 589.709909752648 |
| 2021-07-01 | 599.771488893506 |
| 2021-08-01 | 599.821692254430 |
| 2021-09-01 | 598.082177283595 |
| 2021-10-01 | 603.576998466400 |
| 2021-11-01 | 604.402406720831 |
| 2021-12-01 | 608.760489462638 |
| 2022-01-01 | 607.516968411365 |
| 2022-02-01 | 611.910321029846 |
| 2022-03-01 | 612.404267634114 |
| 2022-04-01 | 616.005859759882 |
| 2022-05-01 | 615.576985486858 |
| 2022-06-01 | 613.951105968658 |
| 2022-07-01 | 622.083632646990 |
| 2022-08-01 | 624.508669338956 |
| 2022-09-01 | 623.575583145142 |
| 2022-10-01 | 623.933865922214 |
| 2022-11-01 | 624.542452259094 |
| 2022-12-01 | 625.921347481102 |
| 2023-01-01 | 630.754946680266 |
| 2023-02-01 | 632.241523096831 |
| 2023-03-01 | 631.644350561928 |
| 2023-04-01 | 632.094726330669 |
| 2023-05-01 | 633.516004903278 |
| 2023-06-01 | 634.898270283907 |
| 2023-07-01 | 635.693086730526 |
| 2023-08-01 | 636.815164014273 |
| 2023-09-01 | 636.790998049508 |
| 2023-10-01 | 636.274370765942 |
| 2023-11-01 | 638.567105608131 |
| 2023-12-01 | 639.609906440397 |
| 2024-01-01 | 640.529418263942 |
| 2024-02-01 | 641.542637349887 |
| 2024-03-01 | 644.898755907753 |
| 2024-04-01 | 643.740214201278 |
| 2024-05-01 | 645.604053410549 |
| 2024-06-01 | 645.980161645995 |
| 2024-07-01 | 646.905856450224 |
| 2024-08-01 | 645.760287998815 |
| 2024-09-01 | 646.689360667136 |
| 2024-10-01 | 648.625182147233 |
| 2024-11-01 | 648.592497074077 |
| 2024-12-01 | 647.778723933444 |
| 2025-01-01 | 651.965517092995 |
| 2025-02-01 | 651.578985940860 |
| 2025-03-01 | 651.929121779855 |
| 2025-04-01 | 653.086707933678 |
| 2025-05-01 | 653.995105196529 |
| 2025-06-01 | 653.699079890351 |
| 2025-07-01 | 652.325439559586 |
| 2025-08-01 | 653.317921075350 |
| 2025-09-01 | 654.063559762969 |
| 2025-10-01 | 651.875874640831 |
| 2025-11-01 | 651.116502369559 |
| 2025-12-01 | 650.279886371786 |
| 2026-01-01 | 648.859779621672 |
| 2026-02-01 | 647.732703702595 |
| 2026-03-01 | 648.803428863161 |
| 2026-04-01 | 648.969394126133 |
| 2026-05-01 | 648.489167714148 |
| 2026-06-01 | 648.627695804452 |
| 2026-07-01 | 648.777807678569 |