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 2026-06-01 |
| Last Updated | 2026-07-22 9:39 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 | 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 | 393.991718243191 |
| 1993-02-01 | 395.234944038249 |
| 1993-03-01 | 393.460011079018 |
| 1993-04-01 | 397.508143263864 |
| 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 | 408.876922060448 |
| 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 | 425.229284853453 |
| 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 | 434.281484372788 |
| 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 | 455.638271361386 |
| 1998-05-01 | 457.353289425910 |
| 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 | 460.238581201915 |
| 1998-12-01 | 461.329701491933 |
| 1999-01-01 | 463.935272012764 |
| 1999-02-01 | 466.529266159690 |
| 1999-03-01 | 465.621857652506 |
| 1999-04-01 | 466.317173966007 |
| 1999-05-01 | 466.883552479526 |
| 1999-06-01 | 467.574923180036 |
| 1999-07-01 | 469.453442914547 |
| 1999-08-01 | 471.348910393362 |
| 1999-09-01 | 470.793281075427 |
| 1999-10-01 | 472.549390209569 |
| 1999-11-01 | 474.197259105960 |
| 1999-12-01 | 474.660470671278 |
| 2000-01-01 | 475.944098709582 |
| 2000-02-01 | 477.515922251801 |
| 2000-03-01 | 477.666514172977 |
| 2000-04-01 | 478.676145967759 |
| 2000-05-01 | 479.923366484593 |
| 2000-06-01 | 481.252239638738 |
| 2000-07-01 | 482.168320243337 |
| 2000-08-01 | 482.987767900185 |
| 2000-09-01 | 484.173148167038 |
| 2000-10-01 | 484.235237282114 |
| 2000-11-01 | 485.124131553793 |
| 2000-12-01 | 485.391991112247 |
| 2001-01-01 | 485.146511168408 |
| 2001-02-01 | 484.662816394928 |
| 2001-03-01 | 485.118608298066 |
| 2001-04-01 | 483.609835744262 |
| 2001-05-01 | 483.481181181239 |
| 2001-06-01 | 484.554194992356 |
| 2001-07-01 | 486.174090638708 |
| 2001-08-01 | 486.675826124928 |
| 2001-09-01 | 484.646190759453 |
| 2001-10-01 | 483.809960689639 |
| 2001-11-01 | 483.287009315147 |
| 2001-12-01 | 484.374814680631 |
| 2002-01-01 | 484.959460008337 |
| 2002-02-01 | 486.280064835817 |
| 2002-03-01 | 486.950502774055 |
| 2002-04-01 | 486.019615653023 |
| 2002-05-01 | 486.185159108592 |
| 2002-06-01 | 485.871143051371 |
| 2002-07-01 | 486.813814931007 |
| 2002-08-01 | 487.146541751515 |
| 2002-09-01 | 485.993736309789 |
| 2002-10-01 | 485.060467177816 |
| 2002-11-01 | 485.207512676438 |
| 2002-12-01 | 484.884083082044 |
| 2003-01-01 | 484.110525642802 |
| 2003-02-01 | 483.232354944625 |
| 2003-03-01 | 483.348837178366 |
| 2003-04-01 | 488.460740512137 |
| 2003-05-01 | 488.021327123934 |
| 2003-06-01 | 488.745615338712 |
| 2003-07-01 | 489.295484570344 |
| 2003-08-01 | 489.929874717911 |
| 2003-09-01 | 490.711581608284 |
| 2003-10-01 | 494.123104013032 |
| 2003-11-01 | 495.238143839285 |
| 2003-12-01 | 497.114074725141 |
| 2004-01-01 | 499.816156935496 |
| 2004-02-01 | 501.663275265718 |
| 2004-03-01 | 502.396605940530 |
| 2004-04-01 | 503.614526333623 |
| 2004-05-01 | 503.769849107187 |
| 2004-06-01 | 503.933782247220 |
| 2004-07-01 | 504.728708091092 |
| 2004-08-01 | 501.241998279399 |
| 2004-09-01 | 506.776299728023 |
| 2004-10-01 | 510.552629507104 |
| 2004-11-01 | 510.063071891556 |
| 2004-12-01 | 510.555773529174 |
| 2005-01-01 | 510.114345437439 |
| 2005-02-01 | 512.003185154851 |
| 2005-03-01 | 512.696052367616 |
| 2005-04-01 | 517.701801744032 |
| 2005-05-01 | 516.693566954190 |
| 2005-06-01 | 517.506028036896 |
| 2005-07-01 | 515.998512762227 |
| 2005-08-01 | 512.613787347849 |
| 2005-09-01 | 518.709590358511 |
| 2005-10-01 | 517.865905012033 |
| 2005-11-01 | 518.407171595228 |
| 2005-12-01 | 518.375767763215 |
| 2006-01-01 | 519.819209779970 |
| 2006-02-01 | 518.193000585774 |
| 2006-03-01 | 521.937365434832 |
| 2006-04-01 | 521.428789130312 |
| 2006-05-01 | 523.709927678355 |
| 2006-06-01 | 523.034556921627 |
| 2006-07-01 | 528.609763380212 |
| 2006-08-01 | 527.413108118912 |
| 2006-09-01 | 525.326095565546 |
| 2006-10-01 | 530.500310840146 |
| 2006-11-01 | 532.498890602028 |
| 2006-12-01 | 532.959116560704 |
| 2007-01-01 | 532.030765870008 |
| 2007-02-01 | 534.165785371276 |
| 2007-03-01 | 532.749281282814 |
| 2007-04-01 | 530.282326085821 |
| 2007-05-01 | 532.436927398200 |
| 2007-06-01 | 534.753973903059 |
| 2007-07-01 | 534.561087940055 |
| 2007-08-01 | 534.982199721618 |
| 2007-09-01 | 533.814301636288 |
| 2007-10-01 | 532.792293877184 |
| 2007-11-01 | 532.371855261474 |
| 2007-12-01 | 533.709868271373 |
| 2008-01-01 | 535.330392267603 |
| 2008-02-01 | 536.380805207655 |
| 2008-03-01 | 535.833848908845 |
| 2008-04-01 | 536.111888401658 |
| 2008-05-01 | 534.255859773238 |
| 2008-06-01 | 534.716351720688 |
| 2008-07-01 | 536.654866910958 |
| 2008-08-01 | 536.547838634335 |
| 2008-09-01 | 536.537913475440 |
| 2008-10-01 | 537.126228475396 |
| 2008-11-01 | 535.891977168947 |
| 2008-12-01 | 534.590975811840 |
| 2009-01-01 | 532.491827053797 |
| 2009-02-01 | 529.707109065933 |
| 2009-03-01 | 528.184215257029 |
| 2009-04-01 | 525.251378201796 |
| 2009-05-01 | 525.756519124711 |
| 2009-06-01 | 524.291835191582 |
| 2009-07-01 | 519.925955483909 |
| 2009-08-01 | 518.812212402439 |
| 2009-09-01 | 520.444365078190 |
| 2009-10-01 | 520.210201704156 |
| 2009-11-01 | 520.097176901447 |
| 2009-12-01 | 519.706216427032 |
| 2010-01-01 | 520.590899766250 |
| 2010-02-01 | 517.690201316442 |
| 2010-03-01 | 520.852189543892 |
| 2010-04-01 | 523.863546657776 |
| 2010-05-01 | 528.175157488140 |
| 2010-06-01 | 526.392956089377 |
| 2010-07-01 | 525.972797912235 |
| 2010-08-01 | 524.798216728888 |
| 2010-09-01 | 524.047404221256 |
| 2010-10-01 | 524.184083171240 |
| 2010-11-01 | 523.787986655414 |
| 2010-12-01 | 524.644994746024 |
| 2011-01-01 | 527.607792740303 |
| 2011-02-01 | 528.779924756733 |
| 2011-03-01 | 530.417879795496 |
| 2011-04-01 | 532.199693931004 |
| 2011-05-01 | 532.064752689962 |
| 2011-06-01 | 531.775570056015 |
| 2011-07-01 | 536.875298637405 |
| 2011-08-01 | 534.803220869973 |
| 2011-09-01 | 536.573332600822 |
| 2011-10-01 | 537.973388673745 |
| 2011-11-01 | 538.811666678391 |
| 2011-12-01 | 538.054104056566 |
| 2012-01-01 | 539.246900902698 |
| 2012-02-01 | 540.689396718017 |
| 2012-03-01 | 542.526643914506 |
| 2012-04-01 | 542.452821650833 |
| 2012-05-01 | 543.377498883760 |
| 2012-06-01 | 545.435970343276 |
| 2012-07-01 | 545.201976531927 |
| 2012-08-01 | 547.936073528127 |
| 2012-09-01 | 548.286959526588 |
| 2012-10-01 | 549.206584735797 |
| 2012-11-01 | 549.085305546438 |
| 2012-12-01 | 551.371935366292 |
| 2013-01-01 | 549.430387963234 |
| 2013-02-01 | 550.330092266266 |
| 2013-03-01 | 551.668372186699 |
| 2013-04-01 | 551.818914402639 |
| 2013-05-01 | 551.099854064546 |
| 2013-06-01 | 551.895988267092 |
| 2013-07-01 | 554.817090668982 |
| 2013-08-01 | 555.605034615672 |
| 2013-09-01 | 555.870661892500 |
| 2013-10-01 | 554.551230394315 |
| 2013-11-01 | 559.367636952324 |
| 2013-12-01 | 558.478856969125 |
| 2014-01-01 | 560.232731474213 |
| 2014-02-01 | 557.116759021698 |
| 2014-03-01 | 559.517186549696 |
| 2014-04-01 | 562.175830611279 |
| 2014-05-01 | 564.566732335482 |
| 2014-06-01 | 564.715743025109 |
| 2014-07-01 | 564.622835090581 |
| 2014-08-01 | 565.428184078347 |
| 2014-09-01 | 564.431516242471 |
| 2014-10-01 | 564.207638054393 |
| 2014-11-01 | 565.973746490827 |
| 2014-12-01 | 566.993632602298 |
| 2015-01-01 | 571.487243291177 |
| 2015-02-01 | 569.563196680778 |
| 2015-03-01 | 569.627754274068 |
| 2015-04-01 | 573.373312516495 |
| 2015-05-01 | 576.538237107364 |
| 2015-06-01 | 577.414357774608 |
| 2015-07-01 | 580.655297676177 |
| 2015-08-01 | 581.439414424328 |
| 2015-09-01 | 584.461717548102 |
| 2015-10-01 | 587.677395300633 |
| 2015-11-01 | 589.106735556786 |
| 2015-12-01 | 588.901899848851 |
| 2016-01-01 | 588.455234039873 |
| 2016-02-01 | 588.633388249016 |
| 2016-03-01 | 589.271209614421 |
| 2016-04-01 | 591.709210235468 |
| 2016-05-01 | 589.225808287567 |
| 2016-06-01 | 588.970479006806 |
| 2016-07-01 | 588.194861631523 |
| 2016-08-01 | 589.593799456256 |
| 2016-09-01 | 591.518387526651 |
| 2016-10-01 | 592.323231456854 |
| 2016-11-01 | 593.045401303187 |
| 2016-12-01 | 594.980249236705 |
| 2017-01-01 | 593.225735473249 |
| 2017-02-01 | 595.575562836229 |
| 2017-03-01 | 596.590959122436 |
| 2017-04-01 | 596.095066525196 |
| 2017-05-01 | 596.825231054437 |
| 2017-06-01 | 598.037529413256 |
| 2017-07-01 | 597.403553578763 |
| 2017-08-01 | 597.629205015758 |
| 2017-09-01 | 599.023608885213 |
| 2017-10-01 | 598.102382031254 |
| 2017-11-01 | 596.937625935740 |
| 2017-12-01 | 597.983217108925 |
| 2018-01-01 | 600.595355294563 |
| 2018-02-01 | 602.429142032623 |
| 2018-03-01 | 603.611415697292 |
| 2018-04-01 | 603.932817375664 |
| 2018-05-01 | 604.833849511001 |
| 2018-06-01 | 605.908710280588 |
| 2018-07-01 | 607.554860463595 |
| 2018-08-01 | 609.025541344701 |
| 2018-09-01 | 605.150391822840 |
| 2018-10-01 | 607.748301773527 |
| 2018-11-01 | 609.657129974484 |
| 2018-12-01 | 609.177153084936 |
| 2019-01-01 | 608.733547729725 |
| 2019-02-01 | 609.805917555041 |
| 2019-03-01 | 611.056091643535 |
| 2019-04-01 | 611.717569211305 |
| 2019-05-01 | 611.157732672911 |
| 2019-06-01 | 613.213559185398 |
| 2019-07-01 | 612.293942793951 |
| 2019-08-01 | 612.155090536774 |
| 2019-09-01 | 612.623165331395 |
| 2019-10-01 | 614.412706486815 |
| 2019-11-01 | 615.839346759008 |
| 2019-12-01 | 615.411289771989 |
| 2020-01-01 | 618.439829415476 |
| 2020-02-01 | 616.620263429738 |
| 2020-03-01 | 614.847343516583 |
| 2020-04-01 | 543.549575692390 |
| 2020-05-01 | 544.723102467710 |
| 2020-06-01 | 555.063810053785 |
| 2020-07-01 | 568.492607043915 |
| 2020-08-01 | 575.151512450266 |
| 2020-09-01 | 577.906081129413 |
| 2020-10-01 | 582.901187429004 |
| 2020-11-01 | 583.014887995233 |
| 2020-12-01 | 584.496735487862 |
| 2021-01-01 | 585.239000042247 |
| 2021-02-01 | 583.396924537941 |
| 2021-03-01 | 587.734650910682 |
| 2021-04-01 | 588.030599935519 |
| 2021-05-01 | 589.745999935822 |
| 2021-06-01 | 589.719588091484 |
| 2021-07-01 | 599.765591338665 |
| 2021-08-01 | 599.794642697145 |
| 2021-09-01 | 598.076263953517 |
| 2021-10-01 | 603.496688777963 |
| 2021-11-01 | 604.393688216643 |
| 2021-12-01 | 608.763063488526 |
| 2022-01-01 | 607.524386485485 |
| 2022-02-01 | 611.909383608060 |
| 2022-03-01 | 612.501293501437 |
| 2022-04-01 | 616.033496001308 |
| 2022-05-01 | 615.600313196697 |
| 2022-06-01 | 613.958488701822 |
| 2022-07-01 | 622.065191476274 |
| 2022-08-01 | 624.462455169232 |
| 2022-09-01 | 623.551600613338 |
| 2022-10-01 | 623.848023083053 |
| 2022-11-01 | 624.518902758938 |
| 2022-12-01 | 625.915041494093 |
| 2023-01-01 | 630.754518268415 |
| 2023-02-01 | 632.247467093464 |
| 2023-03-01 | 631.799378392231 |
| 2023-04-01 | 632.153045729204 |
| 2023-05-01 | 633.586637152093 |
| 2023-06-01 | 634.896665164256 |
| 2023-07-01 | 635.625712220807 |
| 2023-08-01 | 636.733285608095 |
| 2023-09-01 | 636.740871383892 |
| 2023-10-01 | 636.188091251749 |
| 2023-11-01 | 638.525283320503 |
| 2023-12-01 | 639.592883372357 |
| 2024-01-01 | 640.526327598574 |
| 2024-02-01 | 641.567714728377 |
| 2024-03-01 | 645.094118224267 |
| 2024-04-01 | 643.854286168220 |
| 2024-05-01 | 645.743582810479 |
| 2024-06-01 | 645.947816346625 |
| 2024-07-01 | 646.778723149617 |
| 2024-08-01 | 645.644585339511 |
| 2024-09-01 | 646.611409974305 |
| 2024-10-01 | 648.537148421993 |
| 2024-11-01 | 648.534436036357 |
| 2024-12-01 | 647.748864652549 |
| 2025-01-01 | 651.960170867896 |
| 2025-02-01 | 651.620023569705 |
| 2025-03-01 | 652.166968471869 |
| 2025-04-01 | 653.257097283828 |
| 2025-05-01 | 654.216272073986 |
| 2025-06-01 | 653.629396083187 |
| 2025-07-01 | 652.128776555186 |
| 2025-08-01 | 653.170836362888 |
| 2025-09-01 | 653.965073338538 |
| 2025-10-01 | 651.780414285360 |
| 2025-11-01 | 651.050356989633 |
| 2025-12-01 | 650.245381058258 |
| 2026-01-01 | 648.859570786833 |
| 2026-02-01 | 647.796582502782 |
| 2026-03-01 | 649.059017062530 |
| 2026-04-01 | 649.192131624662 |
| 2026-05-01 | 648.766729835183 |
| 2026-06-01 | 649.716540344353 |