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 2026-04-01 |
| Last Updated | 2026-05-26 12:48 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 | 383.659383008312 |
| 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 | 434.281484372787 |
| 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 | 450.411562834045 |
| 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 | 457.353289425909 |
| 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 | 461.329701491933 |
| 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 | 469.453442914546 |
| 1999-08-01 | 471.348910393362 |
| 1999-09-01 | 470.793281075428 |
| 1999-10-01 | 472.549390209569 |
| 1999-11-01 | 474.197259105959 |
| 1999-12-01 | 474.660470671277 |
| 2000-01-01 | 475.944098709581 |
| 2000-02-01 | 477.515922251801 |
| 2000-03-01 | 477.666514172981 |
| 2000-04-01 | 478.676145967763 |
| 2000-05-01 | 479.923366484595 |
| 2000-06-01 | 481.252239638737 |
| 2000-07-01 | 482.168320243334 |
| 2000-08-01 | 482.987767900181 |
| 2000-09-01 | 484.173148167034 |
| 2000-10-01 | 484.235237282108 |
| 2000-11-01 | 485.124131553786 |
| 2000-12-01 | 485.391991112244 |
| 2001-01-01 | 485.146511168412 |
| 2001-02-01 | 484.662816394940 |
| 2001-03-01 | 485.118608298088 |
| 2001-04-01 | 483.609835744279 |
| 2001-05-01 | 483.481181181245 |
| 2001-06-01 | 484.554194992351 |
| 2001-07-01 | 486.174090638693 |
| 2001-08-01 | 486.675826124897 |
| 2001-09-01 | 484.646190759426 |
| 2001-10-01 | 483.809960689644 |
| 2001-11-01 | 483.287009315113 |
| 2001-12-01 | 484.374814680622 |
| 2002-01-01 | 484.959460008362 |
| 2002-02-01 | 486.280064835867 |
| 2002-03-01 | 486.950502774122 |
| 2002-04-01 | 486.019615653100 |
| 2002-05-01 | 486.185159108596 |
| 2002-06-01 | 485.871143051342 |
| 2002-07-01 | 486.813814930953 |
| 2002-08-01 | 487.146541751374 |
| 2002-09-01 | 485.993736309685 |
| 2002-10-01 | 485.060467177822 |
| 2002-11-01 | 485.207512676401 |
| 2002-12-01 | 484.884083082047 |
| 2003-01-01 | 484.110525642885 |
| 2003-02-01 | 483.232354945119 |
| 2003-03-01 | 483.348837178404 |
| 2003-04-01 | 488.460740512137 |
| 2003-05-01 | 488.021327123806 |
| 2003-06-01 | 488.745615338675 |
| 2003-07-01 | 489.295484569958 |
| 2003-08-01 | 489.929874717728 |
| 2003-09-01 | 490.711581608100 |
| 2003-10-01 | 494.123104012926 |
| 2003-11-01 | 495.238143839096 |
| 2003-12-01 | 497.114074725136 |
| 2004-01-01 | 499.816156935899 |
| 2004-02-01 | 501.663275267137 |
| 2004-03-01 | 502.396605941117 |
| 2004-04-01 | 503.614526334217 |
| 2004-05-01 | 503.769849106901 |
| 2004-06-01 | 503.933782246520 |
| 2004-07-01 | 504.728708089318 |
| 2004-08-01 | 501.241998278210 |
| 2004-09-01 | 506.776299727148 |
| 2004-10-01 | 510.552629506616 |
| 2004-11-01 | 510.063071891514 |
| 2004-12-01 | 510.555773529811 |
| 2005-01-01 | 510.114345438976 |
| 2005-02-01 | 512.003185158581 |
| 2005-03-01 | 512.696052371208 |
| 2005-04-01 | 517.701801748273 |
| 2005-05-01 | 516.693566949414 |
| 2005-06-01 | 517.506028035301 |
| 2005-07-01 | 515.998512756586 |
| 2005-08-01 | 512.613787341914 |
| 2005-09-01 | 518.709590354225 |
| 2005-10-01 | 517.865905011315 |
| 2005-11-01 | 518.407171597775 |
| 2005-12-01 | 518.375767767419 |
| 2006-01-01 | 519.819209786001 |
| 2006-02-01 | 518.193000594965 |
| 2006-03-01 | 521.937365443241 |
| 2006-04-01 | 521.428789138185 |
| 2006-05-01 | 523.709927669864 |
| 2006-06-01 | 523.034556926498 |
| 2006-07-01 | 528.609763349723 |
| 2006-08-01 | 527.413108095274 |
| 2006-09-01 | 525.326095560807 |
| 2006-10-01 | 530.500310841476 |
| 2006-11-01 | 532.498890611103 |
| 2006-12-01 | 532.959116575039 |
| 2007-01-01 | 532.030765886759 |
| 2007-02-01 | 534.165785397623 |
| 2007-03-01 | 532.749281303973 |
| 2007-04-01 | 530.282326106723 |
| 2007-05-01 | 532.436927382000 |
| 2007-06-01 | 534.753973904095 |
| 2007-07-01 | 534.561087857746 |
| 2007-08-01 | 534.982199643126 |
| 2007-09-01 | 533.814301598855 |
| 2007-10-01 | 532.792293867967 |
| 2007-11-01 | 532.371855287277 |
| 2007-12-01 | 533.709868419690 |
| 2008-01-01 | 535.330392337033 |
| 2008-02-01 | 536.380805297193 |
| 2008-03-01 | 535.833848971871 |
| 2008-04-01 | 536.111888427036 |
| 2008-05-01 | 534.255859693048 |
| 2008-06-01 | 534.716351592539 |
| 2008-07-01 | 536.654866544603 |
| 2008-08-01 | 536.547838350735 |
| 2008-09-01 | 536.537913402924 |
| 2008-10-01 | 537.126228634946 |
| 2008-11-01 | 535.891977519165 |
| 2008-12-01 | 534.590976378176 |
| 2009-01-01 | 532.491827306671 |
| 2009-02-01 | 529.707109189970 |
| 2009-03-01 | 528.184215285639 |
| 2009-04-01 | 525.251378197638 |
| 2009-05-01 | 525.756518902543 |
| 2009-06-01 | 524.291834593209 |
| 2009-07-01 | 519.925954237167 |
| 2009-08-01 | 518.812211371288 |
| 2009-09-01 | 520.444364624152 |
| 2009-10-01 | 520.210202154870 |
| 2009-11-01 | 520.097178492147 |
| 2009-12-01 | 519.706220023822 |
| 2010-01-01 | 520.590900769144 |
| 2010-02-01 | 517.690201037921 |
| 2010-03-01 | 520.852188410699 |
| 2010-04-01 | 523.863545468965 |
| 2010-05-01 | 528.175156264008 |
| 2010-06-01 | 526.392954610241 |
| 2010-07-01 | 525.972795434773 |
| 2010-08-01 | 524.798213952693 |
| 2010-09-01 | 524.047401589421 |
| 2010-10-01 | 524.184083101416 |
| 2010-11-01 | 523.787994084434 |
| 2010-12-01 | 524.645001404031 |
| 2011-01-01 | 527.607795668253 |
| 2011-02-01 | 528.779926648732 |
| 2011-03-01 | 530.417878454202 |
| 2011-04-01 | 532.199700864732 |
| 2011-05-01 | 532.064761700708 |
| 2011-06-01 | 531.775572831612 |
| 2011-07-01 | 536.875284787707 |
| 2011-08-01 | 534.803189937357 |
| 2011-09-01 | 536.573284730661 |
| 2011-10-01 | 537.973353507004 |
| 2011-11-01 | 538.811679008622 |
| 2011-12-01 | 538.054152240121 |
| 2012-01-01 | 539.246995915553 |
| 2012-02-01 | 540.689449335197 |
| 2012-03-01 | 542.526622270240 |
| 2012-04-01 | 542.452831130680 |
| 2012-05-01 | 543.377505125254 |
| 2012-06-01 | 545.435965459636 |
| 2012-07-01 | 545.201928324516 |
| 2012-08-01 | 547.935975723087 |
| 2012-09-01 | 548.286787899565 |
| 2012-10-01 | 549.206444158531 |
| 2012-11-01 | 549.085323749278 |
| 2012-12-01 | 551.372109679183 |
| 2013-01-01 | 549.430705328014 |
| 2013-02-01 | 550.330301337816 |
| 2013-03-01 | 551.668360849650 |
| 2013-04-01 | 551.818855506868 |
| 2013-05-01 | 551.099818199521 |
| 2013-06-01 | 551.895987564067 |
| 2013-07-01 | 554.816971630268 |
| 2013-08-01 | 555.604778608166 |
| 2013-09-01 | 555.870353513993 |
| 2013-10-01 | 554.550911253383 |
| 2013-11-01 | 559.367364777448 |
| 2013-12-01 | 558.478639973954 |
| 2014-01-01 | 560.235041213192 |
| 2014-02-01 | 557.116674374276 |
| 2014-03-01 | 559.517021257895 |
| 2014-04-01 | 562.175784888484 |
| 2014-05-01 | 564.566786015802 |
| 2014-06-01 | 564.715700320226 |
| 2014-07-01 | 564.622466069668 |
| 2014-08-01 | 565.427481644978 |
| 2014-09-01 | 564.430558101964 |
| 2014-10-01 | 564.206768834307 |
| 2014-11-01 | 565.972903669587 |
| 2014-12-01 | 566.993735627052 |
| 2015-01-01 | 571.492550088718 |
| 2015-02-01 | 569.563531848023 |
| 2015-03-01 | 569.627671879330 |
| 2015-04-01 | 573.373031498532 |
| 2015-05-01 | 576.537971466265 |
| 2015-06-01 | 577.413889839337 |
| 2015-07-01 | 580.654171409500 |
| 2015-08-01 | 581.437665619005 |
| 2015-09-01 | 584.459450168880 |
| 2015-10-01 | 587.675328940147 |
| 2015-11-01 | 589.105515752469 |
| 2015-12-01 | 588.903514190726 |
| 2016-01-01 | 588.465260293136 |
| 2016-02-01 | 588.635241960414 |
| 2016-03-01 | 589.271294600297 |
| 2016-04-01 | 591.707930454969 |
| 2016-05-01 | 589.224378455359 |
| 2016-06-01 | 588.969441848376 |
| 2016-07-01 | 588.192441391295 |
| 2016-08-01 | 589.590150012688 |
| 2016-09-01 | 591.515112221033 |
| 2016-10-01 | 592.319683156146 |
| 2016-11-01 | 593.040866010996 |
| 2016-12-01 | 594.977494434026 |
| 2017-01-01 | 593.260279346918 |
| 2017-02-01 | 595.573255724868 |
| 2017-03-01 | 596.588723134295 |
| 2017-04-01 | 596.092373388956 |
| 2017-05-01 | 596.822696204559 |
| 2017-06-01 | 598.033822197453 |
| 2017-07-01 | 597.399287537403 |
| 2017-08-01 | 597.624072853090 |
| 2017-09-01 | 599.018728007530 |
| 2017-10-01 | 598.097245188970 |
| 2017-11-01 | 596.929556828434 |
| 2017-12-01 | 597.976770836062 |
| 2018-01-01 | 600.657071165091 |
| 2018-02-01 | 602.421249851017 |
| 2018-03-01 | 603.608660302484 |
| 2018-04-01 | 603.929265676974 |
| 2018-05-01 | 604.829493802342 |
| 2018-06-01 | 605.901644213762 |
| 2018-07-01 | 607.548330808546 |
| 2018-08-01 | 609.018059402737 |
| 2018-09-01 | 605.142329502863 |
| 2018-10-01 | 607.742624786672 |
| 2018-11-01 | 609.648687651478 |
| 2018-12-01 | 609.157832098240 |
| 2019-01-01 | 608.825702536804 |
| 2019-02-01 | 609.796197232506 |
| 2019-03-01 | 611.054930364795 |
| 2019-04-01 | 611.713549922547 |
| 2019-05-01 | 611.152494350228 |
| 2019-06-01 | 613.201598184759 |
| 2019-07-01 | 612.289003450574 |
| 2019-08-01 | 612.134420477297 |
| 2019-09-01 | 612.614903702459 |
| 2019-10-01 | 614.408265825344 |
| 2019-11-01 | 615.830329093268 |
| 2019-12-01 | 615.375366944494 |
| 2020-01-01 | 618.560281927061 |
| 2020-02-01 | 616.621522122249 |
| 2020-03-01 | 614.843995966213 |
| 2020-04-01 | 543.544784869618 |
| 2020-05-01 | 544.717813032468 |
| 2020-06-01 | 555.049400834647 |
| 2020-07-01 | 568.488381546520 |
| 2020-08-01 | 575.118649313062 |
| 2020-09-01 | 577.898010334573 |
| 2020-10-01 | 582.899305870217 |
| 2020-11-01 | 583.005781300363 |
| 2020-12-01 | 584.446194981503 |
| 2021-01-01 | 585.377161507918 |
| 2021-02-01 | 583.410905821080 |
| 2021-03-01 | 587.732821822554 |
| 2021-04-01 | 588.022117256951 |
| 2021-05-01 | 589.737368257981 |
| 2021-06-01 | 589.697764272842 |
| 2021-07-01 | 599.759866823247 |
| 2021-08-01 | 599.746259839539 |
| 2021-09-01 | 598.068825808611 |
| 2021-10-01 | 603.498985126510 |
| 2021-11-01 | 604.388099289060 |
| 2021-12-01 | 608.707209002339 |
| 2022-01-01 | 607.673943572337 |
| 2022-02-01 | 611.943983888061 |
| 2022-03-01 | 612.501957396172 |
| 2022-04-01 | 616.017763345255 |
| 2022-05-01 | 615.581122294887 |
| 2022-06-01 | 613.926007724430 |
| 2022-07-01 | 622.050410696629 |
| 2022-08-01 | 624.407675639282 |
| 2022-09-01 | 623.543692301224 |
| 2022-10-01 | 623.856909569191 |
| 2022-11-01 | 624.527889066713 |
| 2022-12-01 | 625.870408329292 |
| 2023-01-01 | 630.896849509746 |
| 2023-02-01 | 632.302417691255 |
| 2023-03-01 | 631.819729019723 |
| 2023-04-01 | 632.133803350711 |
| 2023-05-01 | 633.505866189697 |
| 2023-06-01 | 634.862871422666 |
| 2023-07-01 | 635.605992764494 |
| 2023-08-01 | 636.673574403045 |
| 2023-09-01 | 636.737407341618 |
| 2023-10-01 | 636.209385980497 |
| 2023-11-01 | 638.553685892138 |
| 2023-12-01 | 639.573085114706 |
| 2024-01-01 | 640.649469073238 |
| 2024-02-01 | 641.634792156196 |
| 2024-03-01 | 645.129132513782 |
| 2024-04-01 | 643.839318735412 |
| 2024-05-01 | 645.587744697982 |
| 2024-06-01 | 645.926782592755 |
| 2024-07-01 | 646.749331424833 |
| 2024-08-01 | 645.590440853113 |
| 2024-09-01 | 646.608363457700 |
| 2024-10-01 | 648.569196445473 |
| 2024-11-01 | 648.581376881696 |
| 2024-12-01 | 647.760131756701 |
| 2025-01-01 | 652.060577308361 |
| 2025-02-01 | 651.681279070798 |
| 2025-03-01 | 652.224020039211 |
| 2025-04-01 | 653.251366338128 |
| 2025-05-01 | 653.983752642386 |
| 2025-06-01 | 653.631668295894 |
| 2025-07-01 | 652.092863929537 |
| 2025-08-01 | 653.122325189672 |
| 2025-09-01 | 653.960289104686 |
| 2025-10-01 | 651.820841313894 |
| 2025-11-01 | 651.111821782779 |
| 2025-12-01 | 650.282208383420 |
| 2026-01-01 | 648.933251802838 |
| 2026-02-01 | 647.843986900393 |
| 2026-03-01 | 649.125036659488 |
| 2026-04-01 | 649.496089455695 |