Table Data - All Employees: Total Private in Richmond, VA (MSA)
| Title | All Employees: Total Private in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400600500000001SA |
| 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 | 391.843142278635 |
| 1990-02-01 | 392.748410567991 |
| 1990-03-01 | 391.481478212595 |
| 1990-04-01 | 391.824222235026 |
| 1990-05-01 | 391.499484132696 |
| 1990-06-01 | 391.881676284546 |
| 1990-07-01 | 391.607108160071 |
| 1990-08-01 | 392.513705645480 |
| 1990-09-01 | 393.401981109896 |
| 1990-10-01 | 390.903576118086 |
| 1990-11-01 | 392.216723406005 |
| 1990-12-01 | 389.089326565800 |
| 1991-01-01 | 386.983115934422 |
| 1991-02-01 | 385.059003765460 |
| 1991-03-01 | 383.968956421873 |
| 1991-04-01 | 380.373892438318 |
| 1991-05-01 | 381.112203370425 |
| 1991-06-01 | 380.960648151522 |
| 1991-07-01 | 381.089569010992 |
| 1991-08-01 | 382.112189292384 |
| 1991-09-01 | 381.132830009677 |
| 1991-10-01 | 379.512156577458 |
| 1991-11-01 | 380.509999493992 |
| 1991-12-01 | 379.982094190497 |
| 1992-01-01 | 381.088067651356 |
| 1992-02-01 | 380.093926151876 |
| 1992-03-01 | 379.242250141068 |
| 1992-04-01 | 380.909244379775 |
| 1992-05-01 | 382.639277525467 |
| 1992-06-01 | 382.651535204409 |
| 1992-07-01 | 382.195418755906 |
| 1992-08-01 | 382.020349662675 |
| 1992-09-01 | 381.555174130629 |
| 1992-10-01 | 384.420110118276 |
| 1992-11-01 | 384.901536762007 |
| 1992-12-01 | 386.121138097571 |
| 1993-01-01 | 385.617168075524 |
| 1993-02-01 | 387.420542010496 |
| 1993-03-01 | 385.207897217609 |
| 1993-04-01 | 389.553068301630 |
| 1993-05-01 | 389.354887298399 |
| 1993-06-01 | 389.319818153601 |
| 1993-07-01 | 389.803124698855 |
| 1993-08-01 | 390.941153394495 |
| 1993-09-01 | 391.728981086221 |
| 1993-10-01 | 393.351122719689 |
| 1993-11-01 | 393.383818189625 |
| 1993-12-01 | 395.442252557858 |
| 1994-01-01 | 395.927250988254 |
| 1994-02-01 | 397.127965076944 |
| 1994-03-01 | 399.148501995173 |
| 1994-04-01 | 399.799500743214 |
| 1994-05-01 | 400.736674922456 |
| 1994-06-01 | 402.654491836391 |
| 1994-07-01 | 405.487385119823 |
| 1994-08-01 | 405.643458418957 |
| 1994-09-01 | 408.125065310533 |
| 1994-10-01 | 407.886780618021 |
| 1994-11-01 | 408.651083599784 |
| 1994-12-01 | 408.801329829242 |
| 1995-01-01 | 411.329890834401 |
| 1995-02-01 | 411.801115492780 |
| 1995-03-01 | 412.521578188799 |
| 1995-04-01 | 413.239704469704 |
| 1995-05-01 | 413.796648432698 |
| 1995-06-01 | 415.209445023051 |
| 1995-07-01 | 415.822339310751 |
| 1995-08-01 | 417.540452499181 |
| 1995-09-01 | 418.350323812951 |
| 1995-10-01 | 419.864783965462 |
| 1995-11-01 | 420.981003402024 |
| 1995-12-01 | 424.069388099053 |
| 1996-01-01 | 421.572973036747 |
| 1996-02-01 | 423.667469925994 |
| 1996-03-01 | 425.497390159644 |
| 1996-04-01 | 425.737652266224 |
| 1996-05-01 | 427.204490993540 |
| 1996-06-01 | 427.565781732556 |
| 1996-07-01 | 425.468398150800 |
| 1996-08-01 | 427.143550644135 |
| 1996-09-01 | 426.902211618799 |
| 1996-10-01 | 431.160474992493 |
| 1996-11-01 | 433.041369380003 |
| 1996-12-01 | 433.796292531357 |
| 1997-01-01 | 436.214821679197 |
| 1997-02-01 | 438.114157754400 |
| 1997-03-01 | 438.010533501467 |
| 1997-04-01 | 439.231148296353 |
| 1997-05-01 | 439.656216792613 |
| 1997-06-01 | 440.360589704362 |
| 1997-07-01 | 443.215257804552 |
| 1997-08-01 | 443.236726668404 |
| 1997-09-01 | 443.806319468102 |
| 1997-10-01 | 443.922687714590 |
| 1997-11-01 | 444.271489881083 |
| 1997-12-01 | 445.053809421940 |
| 1998-01-01 | 443.978323808145 |
| 1998-02-01 | 443.614435765042 |
| 1998-03-01 | 441.927141643918 |
| 1998-04-01 | 446.476794766772 |
| 1998-05-01 | 447.610831697735 |
| 1998-06-01 | 448.492437814018 |
| 1998-07-01 | 448.771642347250 |
| 1998-08-01 | 450.357496292636 |
| 1998-09-01 | 452.402148142455 |
| 1998-10-01 | 449.588838039771 |
| 1998-11-01 | 450.524851491890 |
| 1998-12-01 | 451.598792322964 |
| 1999-01-01 | 453.699841563537 |
| 1999-02-01 | 456.620064836313 |
| 1999-03-01 | 455.754793339918 |
| 1999-04-01 | 456.864916535994 |
| 1999-05-01 | 456.870735160145 |
| 1999-06-01 | 457.250853556425 |
| 1999-07-01 | 458.841072389290 |
| 1999-08-01 | 460.288904672854 |
| 1999-09-01 | 460.162861673697 |
| 1999-10-01 | 461.922065542955 |
| 1999-11-01 | 463.702838581735 |
| 1999-12-01 | 464.290737868797 |
| 2000-01-01 | 465.997762049269 |
| 2000-02-01 | 467.321866611861 |
| 2000-03-01 | 467.533347824327 |
| 2000-04-01 | 468.209571792310 |
| 2000-05-01 | 468.955045405704 |
| 2000-06-01 | 469.846482060185 |
| 2000-07-01 | 470.046969519233 |
| 2000-08-01 | 470.056610395545 |
| 2000-09-01 | 472.308062728512 |
| 2000-10-01 | 472.249367880385 |
| 2000-11-01 | 473.004802016738 |
| 2000-12-01 | 473.690928391477 |
| 2001-01-01 | 473.305031907678 |
| 2001-02-01 | 472.946101972577 |
| 2001-03-01 | 472.764126300295 |
| 2001-04-01 | 471.266299746379 |
| 2001-05-01 | 470.846628626822 |
| 2001-06-01 | 470.902300654723 |
| 2001-07-01 | 471.025506863134 |
| 2001-08-01 | 469.930374391228 |
| 2001-09-01 | 468.834926189086 |
| 2001-10-01 | 466.955307521411 |
| 2001-11-01 | 466.429115434314 |
| 2001-12-01 | 466.613487203537 |
| 2002-01-01 | 466.815139015653 |
| 2002-02-01 | 467.912672341634 |
| 2002-03-01 | 468.417958027804 |
| 2002-04-01 | 467.340612293432 |
| 2002-05-01 | 467.934092906628 |
| 2002-06-01 | 467.195170714724 |
| 2002-07-01 | 466.680980551955 |
| 2002-08-01 | 466.904711481873 |
| 2002-09-01 | 466.790924553805 |
| 2002-10-01 | 465.597577997758 |
| 2002-11-01 | 465.741374675974 |
| 2002-12-01 | 465.154763466263 |
| 2003-01-01 | 461.769676103463 |
| 2003-02-01 | 460.110723249993 |
| 2003-03-01 | 460.974521863495 |
| 2003-04-01 | 465.426942053795 |
| 2003-05-01 | 466.124604519274 |
| 2003-06-01 | 465.680399708836 |
| 2003-07-01 | 466.233685157322 |
| 2003-08-01 | 468.372751893258 |
| 2003-09-01 | 468.080125583104 |
| 2003-10-01 | 470.719954561385 |
| 2003-11-01 | 470.783096833016 |
| 2003-12-01 | 472.120022294023 |
| 2004-01-01 | 475.869552039183 |
| 2004-02-01 | 476.262018719528 |
| 2004-03-01 | 477.179011096650 |
| 2004-04-01 | 478.774196537078 |
| 2004-05-01 | 479.229834366193 |
| 2004-06-01 | 480.210756606577 |
| 2004-07-01 | 480.815543291269 |
| 2004-08-01 | 480.463037584056 |
| 2004-09-01 | 481.447153544383 |
| 2004-10-01 | 483.456939095529 |
| 2004-11-01 | 484.099680930621 |
| 2004-12-01 | 485.782973799679 |
| 2005-01-01 | 486.694534376972 |
| 2005-02-01 | 487.444303835128 |
| 2005-03-01 | 486.607165410244 |
| 2005-04-01 | 491.152118689627 |
| 2005-05-01 | 491.010901618411 |
| 2005-06-01 | 491.536734008711 |
| 2005-07-01 | 491.641521782174 |
| 2005-08-01 | 491.252313987887 |
| 2005-09-01 | 493.769917512102 |
| 2005-10-01 | 494.752293937589 |
| 2005-11-01 | 495.859167559724 |
| 2005-12-01 | 495.215162250030 |
| 2006-01-01 | 495.569948666605 |
| 2006-02-01 | 495.034210687674 |
| 2006-03-01 | 498.210824823381 |
| 2006-04-01 | 497.947718606894 |
| 2006-05-01 | 499.992873005218 |
| 2006-06-01 | 498.923043304167 |
| 2006-07-01 | 503.313498191398 |
| 2006-08-01 | 502.435682658519 |
| 2006-09-01 | 500.288748988595 |
| 2006-10-01 | 504.154427283159 |
| 2006-11-01 | 505.964989968162 |
| 2006-12-01 | 505.944085796212 |
| 2007-01-01 | 505.498554453033 |
| 2007-02-01 | 507.880617167530 |
| 2007-03-01 | 507.072709191202 |
| 2007-04-01 | 505.410502930097 |
| 2007-05-01 | 507.977274858342 |
| 2007-06-01 | 510.872307149011 |
| 2007-07-01 | 510.040900640506 |
| 2007-08-01 | 511.400927465395 |
| 2007-09-01 | 511.738147810263 |
| 2007-10-01 | 509.819507483695 |
| 2007-11-01 | 509.782874903384 |
| 2007-12-01 | 510.898022530986 |
| 2008-01-01 | 512.702056344747 |
| 2008-02-01 | 513.337855306139 |
| 2008-03-01 | 512.316835839800 |
| 2008-04-01 | 510.247519356167 |
| 2008-05-01 | 507.758872198574 |
| 2008-06-01 | 507.129636276240 |
| 2008-07-01 | 507.974531189497 |
| 2008-08-01 | 507.945694574829 |
| 2008-09-01 | 505.595888601184 |
| 2008-10-01 | 504.983871610795 |
| 2008-11-01 | 501.963115818939 |
| 2008-12-01 | 500.537899287048 |
| 2009-01-01 | 496.244169858713 |
| 2009-02-01 | 491.664154549805 |
| 2009-03-01 | 488.634672589050 |
| 2009-04-01 | 484.733703271814 |
| 2009-05-01 | 483.845278209356 |
| 2009-06-01 | 481.843543173400 |
| 2009-07-01 | 478.503168754097 |
| 2009-08-01 | 476.132329248702 |
| 2009-09-01 | 476.755572010765 |
| 2009-10-01 | 475.417204288328 |
| 2009-11-01 | 475.085803834570 |
| 2009-12-01 | 474.625644920935 |
| 2010-01-01 | 475.130891799581 |
| 2010-02-01 | 472.089172634526 |
| 2010-03-01 | 475.343821263766 |
| 2010-04-01 | 477.891761286753 |
| 2010-05-01 | 480.275959934299 |
| 2010-06-01 | 479.735077844827 |
| 2010-07-01 | 479.821981676869 |
| 2010-08-01 | 478.291567215901 |
| 2010-09-01 | 478.184843795930 |
| 2010-10-01 | 478.619934414358 |
| 2010-11-01 | 478.263563090810 |
| 2010-12-01 | 478.681359200717 |
| 2011-01-01 | 480.724180655597 |
| 2011-02-01 | 482.426018658460 |
| 2011-03-01 | 483.852309184547 |
| 2011-04-01 | 485.301539731885 |
| 2011-05-01 | 485.184385744839 |
| 2011-06-01 | 484.726466693293 |
| 2011-07-01 | 488.825873794054 |
| 2011-08-01 | 487.339532708212 |
| 2011-09-01 | 488.558023958427 |
| 2011-10-01 | 490.227776323360 |
| 2011-11-01 | 491.635200853813 |
| 2011-12-01 | 490.925991908979 |
| 2012-01-01 | 491.777395736539 |
| 2012-02-01 | 492.802181079542 |
| 2012-03-01 | 494.578269699931 |
| 2012-04-01 | 496.154656133413 |
| 2012-05-01 | 497.306588836642 |
| 2012-06-01 | 499.351224913712 |
| 2012-07-01 | 499.269313913517 |
| 2012-08-01 | 502.218108380570 |
| 2012-09-01 | 502.997216832236 |
| 2012-10-01 | 503.852185992722 |
| 2012-11-01 | 503.543249994090 |
| 2012-12-01 | 505.855800975667 |
| 2013-01-01 | 504.019948835361 |
| 2013-02-01 | 506.144614648770 |
| 2013-03-01 | 508.059736241370 |
| 2013-04-01 | 506.690901146807 |
| 2013-05-01 | 506.321792031664 |
| 2013-06-01 | 507.301331442913 |
| 2013-07-01 | 510.174828850673 |
| 2013-08-01 | 511.511793131129 |
| 2013-09-01 | 511.439469367405 |
| 2013-10-01 | 509.928028583584 |
| 2013-11-01 | 515.464772877473 |
| 2013-12-01 | 514.036739885737 |
| 2014-01-01 | 515.444600479324 |
| 2014-02-01 | 513.341312733665 |
| 2014-03-01 | 516.014994940803 |
| 2014-04-01 | 518.100085372174 |
| 2014-05-01 | 520.480745857970 |
| 2014-06-01 | 520.627271603098 |
| 2014-07-01 | 520.201504077667 |
| 2014-08-01 | 520.535409058841 |
| 2014-09-01 | 520.094383934916 |
| 2014-10-01 | 520.564735640854 |
| 2014-11-01 | 522.875397161034 |
| 2014-12-01 | 524.017562061213 |
| 2015-01-01 | 527.784796549732 |
| 2015-02-01 | 527.135394716760 |
| 2015-03-01 | 528.393469415292 |
| 2015-04-01 | 532.241002418870 |
| 2015-05-01 | 535.194999683411 |
| 2015-06-01 | 535.600435484614 |
| 2015-07-01 | 539.909451544446 |
| 2015-08-01 | 540.979333066407 |
| 2015-09-01 | 544.170213097426 |
| 2015-10-01 | 545.892134979783 |
| 2015-11-01 | 547.323706780345 |
| 2015-12-01 | 547.724938154551 |
| 2016-01-01 | 547.180316955847 |
| 2016-02-01 | 547.493415644748 |
| 2016-03-01 | 547.587865321303 |
| 2016-04-01 | 549.460392606133 |
| 2016-05-01 | 547.639387464697 |
| 2016-06-01 | 547.704832490232 |
| 2016-07-01 | 547.197420175497 |
| 2016-08-01 | 548.637734505592 |
| 2016-09-01 | 550.751917002176 |
| 2016-10-01 | 551.553662252516 |
| 2016-11-01 | 552.060688480589 |
| 2016-12-01 | 553.915684891284 |
| 2017-01-01 | 552.125381402373 |
| 2017-02-01 | 555.284787216127 |
| 2017-03-01 | 556.842777118282 |
| 2017-04-01 | 556.092695633725 |
| 2017-05-01 | 557.086855207279 |
| 2017-06-01 | 558.784255357128 |
| 2017-07-01 | 558.255684174072 |
| 2017-08-01 | 558.951485091165 |
| 2017-09-01 | 560.425479153582 |
| 2017-10-01 | 558.983766013359 |
| 2017-11-01 | 557.274291442597 |
| 2017-12-01 | 559.215927093203 |
| 2018-01-01 | 560.972911360200 |
| 2018-02-01 | 563.790612994660 |
| 2018-03-01 | 564.505030726446 |
| 2018-04-01 | 565.098799505592 |
| 2018-05-01 | 565.913811232669 |
| 2018-06-01 | 567.458771781555 |
| 2018-07-01 | 568.741691622929 |
| 2018-08-01 | 569.186209526715 |
| 2018-09-01 | 567.176953104614 |
| 2018-10-01 | 569.210022597806 |
| 2018-11-01 | 570.485262193486 |
| 2018-12-01 | 570.468231383051 |
| 2019-01-01 | 569.700561964206 |
| 2019-02-01 | 571.055649309886 |
| 2019-03-01 | 571.761920154957 |
| 2019-04-01 | 572.799256063507 |
| 2019-05-01 | 572.571413656487 |
| 2019-06-01 | 573.297057223036 |
| 2019-07-01 | 572.445740178483 |
| 2019-08-01 | 572.597581392661 |
| 2019-09-01 | 572.718341872195 |
| 2019-10-01 | 574.087808717948 |
| 2019-11-01 | 575.356552666246 |
| 2019-12-01 | 575.759788155011 |
| 2020-01-01 | 578.659059416222 |
| 2020-02-01 | 577.724949472247 |
| 2020-03-01 | 574.804617395745 |
| 2020-04-01 | 503.879112120215 |
| 2020-05-01 | 508.082320169134 |
| 2020-06-01 | 518.690816794035 |
| 2020-07-01 | 531.689787298850 |
| 2020-08-01 | 535.887899039822 |
| 2020-09-01 | 541.117804007978 |
| 2020-10-01 | 546.043760316751 |
| 2020-11-01 | 546.797576850004 |
| 2020-12-01 | 549.081043237336 |
| 2021-01-01 | 550.684038720316 |
| 2021-02-01 | 549.285629908179 |
| 2021-03-01 | 552.933085892867 |
| 2021-04-01 | 553.840477355124 |
| 2021-05-01 | 555.627813509862 |
| 2021-06-01 | 556.086590942193 |
| 2021-07-01 | 564.670479630584 |
| 2021-08-01 | 565.164416572513 |
| 2021-09-01 | 564.815363630325 |
| 2021-10-01 | 570.233493787824 |
| 2021-11-01 | 572.039152602861 |
| 2021-12-01 | 574.742444352589 |
| 2022-01-01 | 574.181378285769 |
| 2022-02-01 | 580.038055896102 |
| 2022-03-01 | 580.104493158346 |
| 2022-04-01 | 584.471951378015 |
| 2022-05-01 | 583.102739286375 |
| 2022-06-01 | 581.733967506887 |
| 2022-07-01 | 588.517991634111 |
| 2022-08-01 | 589.535567468134 |
| 2022-09-01 | 589.864532413766 |
| 2022-10-01 | 590.126198016367 |
| 2022-11-01 | 590.643713391691 |
| 2022-12-01 | 592.132522045644 |
| 2023-01-01 | 597.484869908430 |
| 2023-02-01 | 599.133544940508 |
| 2023-03-01 | 598.163117497037 |
| 2023-04-01 | 597.662767757077 |
| 2023-05-01 | 598.500976759636 |
| 2023-06-01 | 599.237623005865 |
| 2023-07-01 | 598.290043660967 |
| 2023-08-01 | 598.578285085024 |
| 2023-09-01 | 599.159552808402 |
| 2023-10-01 | 598.271432696969 |
| 2023-11-01 | 600.103142005245 |
| 2023-12-01 | 601.736277238716 |
| 2024-01-01 | 602.350031955072 |
| 2024-02-01 | 603.252054676709 |
| 2024-03-01 | 604.558749546035 |
| 2024-04-01 | 605.397162493940 |
| 2024-05-01 | 606.444448873122 |
| 2024-06-01 | 605.761247541949 |
| 2024-07-01 | 607.518032426006 |
| 2024-08-01 | 606.583468761123 |
| 2024-09-01 | 607.830545459197 |
| 2024-10-01 | 609.452133819435 |
| 2024-11-01 | 609.029319715632 |
| 2024-12-01 | 608.512715801349 |
| 2025-01-01 | 612.492171836667 |
| 2025-02-01 | 613.049081262264 |
| 2025-03-01 | 613.844246545080 |
| 2025-04-01 | 614.684181192916 |
| 2025-05-01 | 616.312789138202 |
| 2025-06-01 | 616.249977399832 |
| 2025-07-01 | 614.240858548476 |
| 2025-08-01 | 615.339548899526 |
| 2025-09-01 | 615.909429124183 |
| 2025-10-01 | 613.806394957835 |
| 2025-11-01 | 613.515366874760 |
| 2025-12-01 | 611.872207494055 |
| 2026-01-01 | 610.727625138399 |
| 2026-02-01 | 609.039642926932 |
| 2026-03-01 | 610.840697520291 |
| 2026-04-01 | 610.433236429266 |
| 2026-05-01 | 609.632756052116 |