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 2026-01-01 |
| Last Updated | 2026-04-10 11:07 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 | 397.508143263865 |
| 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 | 425.229284853453 |
| 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 | 456.303928451022 |
| 1998-08-01 | 458.070786550656 |
| 1998-09-01 | 459.632219113639 |
| 1998-10-01 | 459.015654573782 |
| 1998-11-01 | 460.238581201914 |
| 1998-12-01 | 461.329701491933 |
| 1999-01-01 | 463.935272012765 |
| 1999-02-01 | 466.529266159692 |
| 1999-03-01 | 465.621857652507 |
| 1999-04-01 | 466.317173966008 |
| 1999-05-01 | 466.883552479526 |
| 1999-06-01 | 467.574923180035 |
| 1999-07-01 | 469.453442914544 |
| 1999-08-01 | 471.348910393362 |
| 1999-09-01 | 470.793281075428 |
| 1999-10-01 | 472.549390209569 |
| 1999-11-01 | 474.197259105958 |
| 1999-12-01 | 474.660470671276 |
| 2000-01-01 | 475.944098709580 |
| 2000-02-01 | 477.515922251801 |
| 2000-03-01 | 477.666514172986 |
| 2000-04-01 | 478.676145967767 |
| 2000-05-01 | 479.923366484598 |
| 2000-06-01 | 481.252239638738 |
| 2000-07-01 | 482.168320243329 |
| 2000-08-01 | 482.987767900176 |
| 2000-09-01 | 484.173148167026 |
| 2000-10-01 | 484.235237282094 |
| 2000-11-01 | 485.124131553774 |
| 2000-12-01 | 485.391991112242 |
| 2001-01-01 | 485.146511168424 |
| 2001-02-01 | 484.662816394964 |
| 2001-03-01 | 485.118608298124 |
| 2001-04-01 | 483.609835744300 |
| 2001-05-01 | 483.481181181245 |
| 2001-06-01 | 484.554194992339 |
| 2001-07-01 | 486.174090638670 |
| 2001-08-01 | 486.675826124857 |
| 2001-09-01 | 484.646190759388 |
| 2001-10-01 | 483.809960689631 |
| 2001-11-01 | 483.287009315063 |
| 2001-12-01 | 484.374814680616 |
| 2002-01-01 | 484.959460008415 |
| 2002-02-01 | 486.280064835962 |
| 2002-03-01 | 486.950502774234 |
| 2002-04-01 | 486.019615653185 |
| 2002-05-01 | 486.185159108575 |
| 2002-06-01 | 485.871143051275 |
| 2002-07-01 | 486.813814930870 |
| 2002-08-01 | 487.146541751219 |
| 2002-09-01 | 485.993736309554 |
| 2002-10-01 | 485.060467177803 |
| 2002-11-01 | 485.207512676332 |
| 2002-12-01 | 484.884083082030 |
| 2003-01-01 | 484.110525642972 |
| 2003-02-01 | 483.232354945902 |
| 2003-03-01 | 483.348837178474 |
| 2003-04-01 | 488.460740512153 |
| 2003-05-01 | 488.021327123689 |
| 2003-06-01 | 488.745615338425 |
| 2003-07-01 | 489.295484569486 |
| 2003-08-01 | 489.929874717502 |
| 2003-09-01 | 490.711581607876 |
| 2003-10-01 | 494.123104012681 |
| 2003-11-01 | 495.238143838798 |
| 2003-12-01 | 497.114074725128 |
| 2004-01-01 | 499.816156936433 |
| 2004-02-01 | 501.663275269391 |
| 2004-03-01 | 502.396605941994 |
| 2004-04-01 | 503.614526335014 |
| 2004-05-01 | 503.769849106449 |
| 2004-06-01 | 503.933782245014 |
| 2004-07-01 | 504.728708086997 |
| 2004-08-01 | 501.241998276722 |
| 2004-09-01 | 506.776299726179 |
| 2004-10-01 | 510.552629505907 |
| 2004-11-01 | 510.063071891352 |
| 2004-12-01 | 510.555773530654 |
| 2005-01-01 | 510.114345441097 |
| 2005-02-01 | 512.003185164294 |
| 2005-03-01 | 512.696052375981 |
| 2005-04-01 | 517.701801753217 |
| 2005-05-01 | 516.693566943863 |
| 2005-06-01 | 517.506028031488 |
| 2005-07-01 | 515.998512749006 |
| 2005-08-01 | 512.613787334713 |
| 2005-09-01 | 518.709590349556 |
| 2005-10-01 | 517.865905010365 |
| 2005-11-01 | 518.407171600289 |
| 2005-12-01 | 518.375767772656 |
| 2006-01-01 | 519.819209794174 |
| 2006-02-01 | 518.193000607794 |
| 2006-03-01 | 521.937365454760 |
| 2006-04-01 | 521.428789149129 |
| 2006-05-01 | 523.709927662970 |
| 2006-06-01 | 523.034556918562 |
| 2006-07-01 | 528.609763316179 |
| 2006-08-01 | 527.413108068093 |
| 2006-09-01 | 525.326095555792 |
| 2006-10-01 | 530.500310843061 |
| 2006-11-01 | 532.498890621259 |
| 2006-12-01 | 532.959116591935 |
| 2007-01-01 | 532.030765907750 |
| 2007-02-01 | 534.165785433460 |
| 2007-03-01 | 532.749281331813 |
| 2007-04-01 | 530.282326134304 |
| 2007-05-01 | 532.436927371814 |
| 2007-06-01 | 534.753973875637 |
| 2007-07-01 | 534.561087760620 |
| 2007-08-01 | 534.982199544077 |
| 2007-09-01 | 533.814301548589 |
| 2007-10-01 | 532.792293856644 |
| 2007-11-01 | 532.371855327099 |
| 2007-12-01 | 533.709868615862 |
| 2008-01-01 | 535.330392463363 |
| 2008-02-01 | 536.380805447052 |
| 2008-03-01 | 535.833849052996 |
| 2008-04-01 | 536.111888418487 |
| 2008-05-01 | 534.255859547762 |
| 2008-06-01 | 534.716351299168 |
| 2008-07-01 | 536.654866061230 |
| 2008-08-01 | 536.547838078497 |
| 2008-09-01 | 536.537913440295 |
| 2008-10-01 | 537.126228916158 |
| 2008-11-01 | 535.891977848372 |
| 2008-12-01 | 534.590976872199 |
| 2009-01-01 | 532.491827564510 |
| 2009-02-01 | 529.707109497046 |
| 2009-03-01 | 528.184215529762 |
| 2009-04-01 | 525.251378217937 |
| 2009-05-01 | 525.756518611438 |
| 2009-06-01 | 524.291833810308 |
| 2009-07-01 | 519.925953077231 |
| 2009-08-01 | 518.812210804173 |
| 2009-09-01 | 520.444364589421 |
| 2009-10-01 | 520.210202342907 |
| 2009-11-01 | 520.097178061100 |
| 2009-12-01 | 519.706221499021 |
| 2010-01-01 | 520.590900958583 |
| 2010-02-01 | 517.690202605865 |
| 2010-03-01 | 520.852190806251 |
| 2010-04-01 | 523.863546799012 |
| 2010-05-01 | 528.175155488791 |
| 2010-06-01 | 526.392952359554 |
| 2010-07-01 | 525.972792244082 |
| 2010-08-01 | 524.798210829409 |
| 2010-09-01 | 524.047397220998 |
| 2010-10-01 | 524.184089268974 |
| 2010-11-01 | 523.787992719426 |
| 2010-12-01 | 524.645001389105 |
| 2011-01-01 | 527.607795684030 |
| 2011-02-01 | 528.779930151720 |
| 2011-03-01 | 530.417891624639 |
| 2011-04-01 | 532.199702236201 |
| 2011-05-01 | 532.064759000237 |
| 2011-06-01 | 531.775567556118 |
| 2011-07-01 | 536.875277922657 |
| 2011-08-01 | 534.803183032246 |
| 2011-09-01 | 536.573273582966 |
| 2011-10-01 | 537.973363246743 |
| 2011-11-01 | 538.811676691895 |
| 2011-12-01 | 538.054150590937 |
| 2012-01-01 | 539.247000391339 |
| 2012-02-01 | 540.689441860589 |
| 2012-03-01 | 542.526686971881 |
| 2012-04-01 | 542.452816971680 |
| 2012-05-01 | 543.377491345889 |
| 2012-06-01 | 545.435954656282 |
| 2012-07-01 | 545.201918186913 |
| 2012-08-01 | 547.935962823233 |
| 2012-09-01 | 548.286765948799 |
| 2012-10-01 | 549.206456386102 |
| 2012-11-01 | 549.085321938278 |
| 2012-12-01 | 551.372106566175 |
| 2013-01-01 | 549.430720195867 |
| 2013-02-01 | 550.330293489052 |
| 2013-03-01 | 551.668493372340 |
| 2013-04-01 | 551.818782598194 |
| 2013-05-01 | 551.099806100311 |
| 2013-06-01 | 551.895979385874 |
| 2013-07-01 | 554.816959063559 |
| 2013-08-01 | 555.604757544549 |
| 2013-09-01 | 555.870323661609 |
| 2013-10-01 | 554.550914183745 |
| 2013-11-01 | 559.367350622385 |
| 2013-12-01 | 558.478620781442 |
| 2014-01-01 | 560.235128571589 |
| 2014-02-01 | 557.116653810776 |
| 2014-03-01 | 559.517210997676 |
| 2014-04-01 | 562.175654712191 |
| 2014-05-01 | 564.566780940476 |
| 2014-06-01 | 564.715691292448 |
| 2014-07-01 | 564.622432416533 |
| 2014-08-01 | 565.427419773152 |
| 2014-09-01 | 564.430485566575 |
| 2014-10-01 | 564.206756018764 |
| 2014-11-01 | 565.972867586272 |
| 2014-12-01 | 566.993822092761 |
| 2015-01-01 | 571.492889797091 |
| 2015-02-01 | 569.563668476392 |
| 2015-03-01 | 569.627912818243 |
| 2015-04-01 | 573.372704259085 |
| 2015-05-01 | 576.537655147655 |
| 2015-06-01 | 577.413419755453 |
| 2015-07-01 | 580.653783276914 |
| 2015-08-01 | 581.437617681652 |
| 2015-09-01 | 584.459701313590 |
| 2015-10-01 | 587.675990674751 |
| 2015-11-01 | 589.106052991706 |
| 2015-12-01 | 588.903952123993 |
| 2016-01-01 | 588.465743306489 |
| 2016-02-01 | 588.635247762991 |
| 2016-03-01 | 589.271249693591 |
| 2016-04-01 | 591.707018573495 |
| 2016-05-01 | 589.223253877309 |
| 2016-06-01 | 588.967840550783 |
| 2016-07-01 | 588.191179559849 |
| 2016-08-01 | 589.590195632960 |
| 2016-09-01 | 591.516480277855 |
| 2016-10-01 | 592.322313479925 |
| 2016-11-01 | 593.043100650538 |
| 2016-12-01 | 594.978595075389 |
| 2017-01-01 | 593.260867945091 |
| 2017-02-01 | 595.572442299747 |
| 2017-03-01 | 596.588281265487 |
| 2017-04-01 | 596.089841174563 |
| 2017-05-01 | 596.819634562798 |
| 2017-06-01 | 598.030447987374 |
| 2017-07-01 | 597.396438544663 |
| 2017-08-01 | 597.622625943611 |
| 2017-09-01 | 599.018175094710 |
| 2017-10-01 | 598.115280091906 |
| 2017-11-01 | 596.930919934410 |
| 2017-12-01 | 597.978316965437 |
| 2018-01-01 | 600.659495019257 |
| 2018-02-01 | 602.411834159973 |
| 2018-03-01 | 603.608575826460 |
| 2018-04-01 | 603.925558868495 |
| 2018-05-01 | 604.824448523672 |
| 2018-06-01 | 605.895579007078 |
| 2018-07-01 | 607.544558042675 |
| 2018-08-01 | 609.016264769793 |
| 2018-09-01 | 605.138258161303 |
| 2018-10-01 | 607.778070963560 |
| 2018-11-01 | 609.649627569191 |
| 2018-12-01 | 609.164026418928 |
| 2019-01-01 | 608.827762902406 |
| 2019-02-01 | 609.775888036161 |
| 2019-03-01 | 611.054062506129 |
| 2019-04-01 | 611.708541235436 |
| 2019-05-01 | 611.146480473872 |
| 2019-06-01 | 613.191403826466 |
| 2019-07-01 | 612.285747928727 |
| 2019-08-01 | 612.130355000289 |
| 2019-09-01 | 612.608682157778 |
| 2019-10-01 | 614.461634986247 |
| 2019-11-01 | 615.830928767170 |
| 2019-12-01 | 615.387632426779 |
| 2020-01-01 | 618.571680690548 |
| 2020-02-01 | 616.572794188018 |
| 2020-03-01 | 614.845789056985 |
| 2020-04-01 | 543.541619134587 |
| 2020-05-01 | 544.712176273261 |
| 2020-06-01 | 555.035849938733 |
| 2020-07-01 | 568.485567824804 |
| 2020-08-01 | 575.112139661676 |
| 2020-09-01 | 577.890321428841 |
| 2020-10-01 | 582.962561873736 |
| 2020-11-01 | 583.011080766353 |
| 2020-12-01 | 584.467145000880 |
| 2021-01-01 | 585.396553127106 |
| 2021-02-01 | 583.343667245334 |
| 2021-03-01 | 587.733078554945 |
| 2021-04-01 | 588.015205038258 |
| 2021-05-01 | 589.728275505531 |
| 2021-06-01 | 589.677172195342 |
| 2021-07-01 | 599.753346448098 |
| 2021-08-01 | 599.734133590099 |
| 2021-09-01 | 598.061206985316 |
| 2021-10-01 | 603.580827857970 |
| 2021-11-01 | 604.405616937600 |
| 2021-12-01 | 608.752451627237 |
| 2022-01-01 | 607.706238598933 |
| 2022-02-01 | 611.848272116229 |
| 2022-03-01 | 612.491547817338 |
| 2022-04-01 | 615.996471178412 |
| 2022-05-01 | 615.559272315276 |
| 2022-06-01 | 613.894563535070 |
| 2022-07-01 | 622.034426925699 |
| 2022-08-01 | 624.394533113967 |
| 2022-09-01 | 623.547763491975 |
| 2022-10-01 | 623.952416586999 |
| 2022-11-01 | 624.569904834792 |
| 2022-12-01 | 625.959151279142 |
| 2023-01-01 | 631.002351669520 |
| 2023-02-01 | 632.108819938573 |
| 2023-03-01 | 631.793907169741 |
| 2023-04-01 | 632.079796468678 |
| 2023-05-01 | 633.456136614342 |
| 2023-06-01 | 634.810156884579 |
| 2023-07-01 | 635.582341476118 |
| 2023-08-01 | 636.673731732223 |
| 2023-09-01 | 636.779444742142 |
| 2023-10-01 | 636.328568446648 |
| 2023-11-01 | 638.636001208481 |
| 2023-12-01 | 639.711170255841 |
| 2024-01-01 | 640.853738140506 |
| 2024-02-01 | 641.271331845953 |
| 2024-03-01 | 645.078835255571 |
| 2024-04-01 | 643.755256039647 |
| 2024-05-01 | 645.507576884200 |
| 2024-06-01 | 645.855523479491 |
| 2024-07-01 | 646.722213451172 |
| 2024-08-01 | 645.614098048521 |
| 2024-09-01 | 646.696133648925 |
| 2024-10-01 | 648.719368267221 |
| 2024-11-01 | 648.706408479615 |
| 2024-12-01 | 647.941734697076 |
| 2025-01-01 | 652.381735868920 |
| 2025-02-01 | 651.093160773049 |
| 2025-03-01 | 652.158186201635 |
| 2025-04-01 | 653.148826315420 |
| 2025-05-01 | 653.876867138027 |
| 2025-06-01 | 653.545375703482 |
| 2025-07-01 | 652.068681563441 |
| 2025-08-01 | 653.172999790228 |
| 2025-09-01 | 654.092176907211 |
| 2025-10-01 | 652.009281512286 |
| 2025-11-01 | 651.273892627948 |
| 2025-12-01 | 650.496664552149 |
| 2026-01-01 | 648.813327106431 |