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 2026-05-01 |
| Last Updated | 2026-06-24 9:46 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 | 392.089936571031 |
| 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 | 387.351610326912 |
| 1992-08-01 | 387.681233150402 |
| 1992-09-01 | 387.702274761940 |
| 1992-10-01 | 392.401240223142 |
| 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 | 408.876922060447 |
| 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 | 425.229284853453 |
| 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 | 436.201031774698 |
| 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 | 446.558736857586 |
| 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 | 456.303928451024 |
| 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 | 466.529266159691 |
| 1999-03-01 | 465.621857652506 |
| 1999-04-01 | 466.317173966007 |
| 1999-05-01 | 466.883552479526 |
| 1999-06-01 | 467.574923180036 |
| 1999-07-01 | 469.453442914548 |
| 1999-08-01 | 471.348910393362 |
| 1999-09-01 | 470.793281075428 |
| 1999-10-01 | 472.549390209569 |
| 1999-11-01 | 474.197259105959 |
| 1999-12-01 | 474.660470671278 |
| 2000-01-01 | 475.944098709582 |
| 2000-02-01 | 477.515922251801 |
| 2000-03-01 | 477.666514172978 |
| 2000-04-01 | 478.676145967761 |
| 2000-05-01 | 479.923366484594 |
| 2000-06-01 | 481.252239638737 |
| 2000-07-01 | 482.168320243337 |
| 2000-08-01 | 482.987767900183 |
| 2000-09-01 | 484.173148167037 |
| 2000-10-01 | 484.235237282113 |
| 2000-11-01 | 485.124131553790 |
| 2000-12-01 | 485.391991112245 |
| 2001-01-01 | 485.146511168407 |
| 2001-02-01 | 484.662816394930 |
| 2001-03-01 | 485.118608298071 |
| 2001-04-01 | 483.609835744270 |
| 2001-05-01 | 483.481181181247 |
| 2001-06-01 | 484.554194992358 |
| 2001-07-01 | 486.174090638704 |
| 2001-08-01 | 486.675826124914 |
| 2001-09-01 | 484.646190759442 |
| 2001-10-01 | 483.809960689644 |
| 2001-11-01 | 483.287009315134 |
| 2001-12-01 | 484.374814680625 |
| 2002-01-01 | 484.959460008339 |
| 2002-02-01 | 486.280064835825 |
| 2002-03-01 | 486.950502774073 |
| 2002-04-01 | 486.019615653067 |
| 2002-05-01 | 486.185159108611 |
| 2002-06-01 | 485.871143051375 |
| 2002-07-01 | 486.813814930988 |
| 2002-08-01 | 487.146541751423 |
| 2002-09-01 | 485.993736309729 |
| 2002-10-01 | 485.060467177815 |
| 2002-11-01 | 485.207512676442 |
| 2002-12-01 | 484.884083082079 |
| 2003-01-01 | 484.110525642886 |
| 2003-02-01 | 483.232354944809 |
| 2003-03-01 | 483.348837178372 |
| 2003-04-01 | 488.460740512098 |
| 2003-05-01 | 488.021327123811 |
| 2003-06-01 | 488.745615338772 |
| 2003-07-01 | 489.295484570147 |
| 2003-08-01 | 489.929874717804 |
| 2003-09-01 | 490.711581608159 |
| 2003-10-01 | 494.123104013008 |
| 2003-11-01 | 495.238143839246 |
| 2003-12-01 | 497.114074725203 |
| 2004-01-01 | 499.816156935814 |
| 2004-02-01 | 501.663275266309 |
| 2004-03-01 | 502.396605940819 |
| 2004-04-01 | 503.614526333802 |
| 2004-05-01 | 503.769849106939 |
| 2004-06-01 | 503.933782247001 |
| 2004-07-01 | 504.728708090126 |
| 2004-08-01 | 501.241998278717 |
| 2004-09-01 | 506.776299727481 |
| 2004-10-01 | 510.552629506961 |
| 2004-11-01 | 510.063071891785 |
| 2004-12-01 | 510.555773529718 |
| 2005-01-01 | 510.114345438380 |
| 2005-02-01 | 512.003185156444 |
| 2005-03-01 | 512.696052369586 |
| 2005-04-01 | 517.701801746527 |
| 2005-05-01 | 516.693566950037 |
| 2005-06-01 | 517.506028036828 |
| 2005-07-01 | 515.998512759385 |
| 2005-08-01 | 512.613787344571 |
| 2005-09-01 | 518.709590356102 |
| 2005-10-01 | 517.865905012268 |
| 2005-11-01 | 518.407171597637 |
| 2005-12-01 | 518.375767765836 |
| 2006-01-01 | 519.819209782937 |
| 2006-02-01 | 518.193000589835 |
| 2006-03-01 | 521.937365438450 |
| 2006-04-01 | 521.428789133548 |
| 2006-05-01 | 523.709927669323 |
| 2006-06-01 | 523.034556932734 |
| 2006-07-01 | 528.609763360331 |
| 2006-08-01 | 527.413108106103 |
| 2006-09-01 | 525.326095564180 |
| 2006-10-01 | 530.500310842205 |
| 2006-11-01 | 532.498890608680 |
| 2006-12-01 | 532.959116569822 |
| 2007-01-01 | 532.030765879257 |
| 2007-02-01 | 534.165785378522 |
| 2007-03-01 | 532.749281292125 |
| 2007-04-01 | 530.282326095023 |
| 2007-05-01 | 532.436927377282 |
| 2007-06-01 | 534.753973923190 |
| 2007-07-01 | 534.561087892185 |
| 2007-08-01 | 534.982199682920 |
| 2007-09-01 | 533.814301620902 |
| 2007-10-01 | 532.792293874838 |
| 2007-11-01 | 532.371855277330 |
| 2007-12-01 | 533.709868357805 |
| 2008-01-01 | 535.330392311249 |
| 2008-02-01 | 536.380805243906 |
| 2008-03-01 | 535.833848930180 |
| 2008-04-01 | 536.111888390386 |
| 2008-05-01 | 534.255859685095 |
| 2008-06-01 | 534.716351645398 |
| 2008-07-01 | 536.654866742467 |
| 2008-08-01 | 536.547838538922 |
| 2008-09-01 | 536.537913510611 |
| 2008-10-01 | 537.126228603041 |
| 2008-11-01 | 535.891977341948 |
| 2008-12-01 | 534.590976074094 |
| 2009-01-01 | 532.491827154363 |
| 2009-02-01 | 529.707109094881 |
| 2009-03-01 | 528.184215222026 |
| 2009-04-01 | 525.251378065669 |
| 2009-05-01 | 525.756518841331 |
| 2009-06-01 | 524.291834802614 |
| 2009-07-01 | 519.925955024749 |
| 2009-08-01 | 518.812212255491 |
| 2009-09-01 | 520.444365367118 |
| 2009-10-01 | 520.210202248346 |
| 2009-11-01 | 520.097177489293 |
| 2009-12-01 | 519.706217534436 |
| 2010-01-01 | 520.590899715169 |
| 2010-02-01 | 517.690200992584 |
| 2010-03-01 | 520.852189152572 |
| 2010-04-01 | 523.863546061608 |
| 2010-05-01 | 528.175156681684 |
| 2010-06-01 | 526.392955302259 |
| 2010-07-01 | 525.972797023885 |
| 2010-08-01 | 524.798215997487 |
| 2010-09-01 | 524.047403979624 |
| 2010-10-01 | 524.184087545769 |
| 2010-11-01 | 523.787987716493 |
| 2010-12-01 | 524.644996855807 |
| 2011-01-01 | 527.607792781480 |
| 2011-02-01 | 528.779924033993 |
| 2011-03-01 | 530.417877002859 |
| 2011-04-01 | 532.199691851199 |
| 2011-05-01 | 532.064750847503 |
| 2011-06-01 | 531.775568839811 |
| 2011-07-01 | 536.875297632483 |
| 2011-08-01 | 534.803219895077 |
| 2011-09-01 | 536.573332400652 |
| 2011-10-01 | 537.973398037607 |
| 2011-11-01 | 538.811668960395 |
| 2011-12-01 | 538.054108329490 |
| 2012-01-01 | 539.246902093762 |
| 2012-02-01 | 540.689397417605 |
| 2012-03-01 | 542.526630835106 |
| 2012-04-01 | 542.452818587913 |
| 2012-05-01 | 543.377495816409 |
| 2012-06-01 | 545.435968475633 |
| 2012-07-01 | 545.201975547513 |
| 2012-08-01 | 547.936072835661 |
| 2012-09-01 | 548.286959640994 |
| 2012-10-01 | 549.206600505129 |
| 2012-11-01 | 549.085311355842 |
| 2012-12-01 | 551.371942305562 |
| 2013-01-01 | 549.430391231881 |
| 2013-02-01 | 550.330096808312 |
| 2013-03-01 | 551.668352957541 |
| 2013-04-01 | 551.818890099168 |
| 2013-05-01 | 551.099853999881 |
| 2013-06-01 | 551.895987427496 |
| 2013-07-01 | 554.817089868285 |
| 2013-08-01 | 555.605035568234 |
| 2013-09-01 | 555.870666143508 |
| 2013-10-01 | 554.551252109072 |
| 2013-11-01 | 559.367648990813 |
| 2013-12-01 | 558.478868923083 |
| 2014-01-01 | 560.232733347807 |
| 2014-02-01 | 557.116766852484 |
| 2014-03-01 | 559.517160502956 |
| 2014-04-01 | 562.175781760177 |
| 2014-05-01 | 564.566730235057 |
| 2014-06-01 | 564.715737099436 |
| 2014-07-01 | 564.622831109438 |
| 2014-08-01 | 565.428186270424 |
| 2014-09-01 | 564.431526972939 |
| 2014-10-01 | 564.207673374221 |
| 2014-11-01 | 565.973813693420 |
| 2014-12-01 | 566.993666945526 |
| 2015-01-01 | 571.487257122405 |
| 2015-02-01 | 569.563200269097 |
| 2015-03-01 | 569.627687555948 |
| 2015-04-01 | 573.373166632983 |
| 2015-05-01 | 576.538167076595 |
| 2015-06-01 | 577.414309410748 |
| 2015-07-01 | 580.655293806848 |
| 2015-08-01 | 581.439459403162 |
| 2015-09-01 | 584.461855086423 |
| 2015-10-01 | 587.677503108134 |
| 2015-11-01 | 589.106914994001 |
| 2015-12-01 | 588.901996329617 |
| 2016-01-01 | 588.455269820022 |
| 2016-02-01 | 588.633348292896 |
| 2016-03-01 | 589.271005288888 |
| 2016-04-01 | 591.708848840162 |
| 2016-05-01 | 589.225534134767 |
| 2016-06-01 | 588.970311073467 |
| 2016-07-01 | 588.194872491971 |
| 2016-08-01 | 589.593978538323 |
| 2016-09-01 | 591.518786879456 |
| 2016-10-01 | 592.323539723860 |
| 2016-11-01 | 593.045797711017 |
| 2016-12-01 | 594.980475784995 |
| 2017-01-01 | 593.225890217031 |
| 2017-02-01 | 595.575416279837 |
| 2017-03-01 | 596.590531396220 |
| 2017-04-01 | 596.094292859525 |
| 2017-05-01 | 596.824281751835 |
| 2017-06-01 | 598.037056475120 |
| 2017-07-01 | 597.403836216280 |
| 2017-08-01 | 597.629756587473 |
| 2017-09-01 | 599.024232863462 |
| 2017-10-01 | 598.103470875096 |
| 2017-11-01 | 596.938098237780 |
| 2017-12-01 | 597.983482578420 |
| 2018-01-01 | 600.595545224752 |
| 2018-02-01 | 602.429097938241 |
| 2018-03-01 | 603.610592139567 |
| 2018-04-01 | 603.931503034513 |
| 2018-05-01 | 604.832144547501 |
| 2018-06-01 | 605.907896178151 |
| 2018-07-01 | 607.555352211168 |
| 2018-08-01 | 609.026524071304 |
| 2018-09-01 | 605.151306287370 |
| 2018-10-01 | 607.750091386414 |
| 2018-11-01 | 609.657397114412 |
| 2018-12-01 | 609.178182665925 |
| 2019-01-01 | 608.733563012683 |
| 2019-02-01 | 609.805938216980 |
| 2019-03-01 | 611.054962603097 |
| 2019-04-01 | 611.715821986432 |
| 2019-05-01 | 611.155285468387 |
| 2019-06-01 | 613.212198919607 |
| 2019-07-01 | 612.294586106941 |
| 2019-08-01 | 612.156608847269 |
| 2019-09-01 | 612.624197589084 |
| 2019-10-01 | 614.415110196100 |
| 2019-11-01 | 615.839249752108 |
| 2019-12-01 | 615.412883136423 |
| 2020-01-01 | 618.439301542468 |
| 2020-02-01 | 616.621364692548 |
| 2020-03-01 | 614.845882849903 |
| 2020-04-01 | 543.547786947746 |
| 2020-05-01 | 544.720632605467 |
| 2020-06-01 | 555.062143752755 |
| 2020-07-01 | 568.492856102947 |
| 2020-08-01 | 575.152933911226 |
| 2020-09-01 | 577.906873253007 |
| 2020-10-01 | 582.904492303747 |
| 2020-11-01 | 583.014818560145 |
| 2020-12-01 | 584.499286002670 |
| 2021-01-01 | 585.238322712580 |
| 2021-02-01 | 583.398222707359 |
| 2021-03-01 | 587.733722866248 |
| 2021-04-01 | 588.026675730812 |
| 2021-05-01 | 589.741738986729 |
| 2021-06-01 | 589.717009514202 |
| 2021-07-01 | 599.766048594176 |
| 2021-08-01 | 599.796830516935 |
| 2021-09-01 | 598.077615694068 |
| 2021-10-01 | 603.502291656891 |
| 2021-11-01 | 604.395216520733 |
| 2021-12-01 | 608.767650032169 |
| 2022-01-01 | 607.524453402661 |
| 2022-02-01 | 611.910318610369 |
| 2022-03-01 | 612.497916192623 |
| 2022-04-01 | 616.023490537150 |
| 2022-05-01 | 615.591706543174 |
| 2022-06-01 | 613.954663294091 |
| 2022-07-01 | 622.067391984443 |
| 2022-08-01 | 624.467878871425 |
| 2022-09-01 | 623.556108451755 |
| 2022-10-01 | 623.857085980817 |
| 2022-11-01 | 624.525097841738 |
| 2022-12-01 | 625.924777744202 |
| 2023-01-01 | 630.755647270533 |
| 2023-02-01 | 632.245966890023 |
| 2023-03-01 | 631.793363446569 |
| 2023-04-01 | 632.135157077801 |
| 2023-05-01 | 633.540310975214 |
| 2023-06-01 | 634.909230422703 |
| 2023-07-01 | 635.638713644885 |
| 2023-08-01 | 636.745423388097 |
| 2023-09-01 | 636.750840424061 |
| 2023-10-01 | 636.202510601424 |
| 2023-11-01 | 638.537627150876 |
| 2023-12-01 | 639.606403833395 |
| 2024-01-01 | 640.527496524491 |
| 2024-02-01 | 641.561253111722 |
| 2024-03-01 | 645.080592309443 |
| 2024-04-01 | 643.826557861698 |
| 2024-05-01 | 645.647419196625 |
| 2024-06-01 | 645.993134376385 |
| 2024-07-01 | 646.805055126149 |
| 2024-08-01 | 645.664042315723 |
| 2024-09-01 | 646.626987782205 |
| 2024-10-01 | 648.557091343222 |
| 2024-11-01 | 648.552361995931 |
| 2024-12-01 | 647.765262257208 |
| 2025-01-01 | 651.960700750815 |
| 2025-02-01 | 651.606739499769 |
| 2025-03-01 | 652.147182826032 |
| 2025-04-01 | 653.220356393771 |
| 2025-05-01 | 654.059180712263 |
| 2025-06-01 | 653.719315062144 |
| 2025-07-01 | 652.169974999568 |
| 2025-08-01 | 653.196952332914 |
| 2025-09-01 | 653.985194642413 |
| 2025-10-01 | 651.804981711490 |
| 2025-11-01 | 651.071507155010 |
| 2025-12-01 | 650.262059311057 |
| 2026-01-01 | 648.859412943313 |
| 2026-02-01 | 647.777431669594 |
| 2026-03-01 | 649.031535044274 |
| 2026-04-01 | 649.148431119291 |
| 2026-05-01 | 648.974767138444 |