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 2026-06-01 |
| 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 | 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 | 392.513705645481 |
| 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 | 384.420110118277 |
| 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 | 399.148501995174 |
| 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 | 419.864783965461 |
| 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 | 426.902211618798 |
| 1996-10-01 | 431.160474992493 |
| 1996-11-01 | 433.041369380004 |
| 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 | 444.271489881084 |
| 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 | 450.524851491891 |
| 1998-12-01 | 451.598792322965 |
| 1999-01-01 | 453.699841563536 |
| 1999-02-01 | 456.620064836311 |
| 1999-03-01 | 455.754793339917 |
| 1999-04-01 | 456.864916535994 |
| 1999-05-01 | 456.870735160144 |
| 1999-06-01 | 457.250853556425 |
| 1999-07-01 | 458.841072389290 |
| 1999-08-01 | 460.288904672854 |
| 1999-09-01 | 460.162861673698 |
| 1999-10-01 | 461.922065542957 |
| 1999-11-01 | 463.702838581738 |
| 1999-12-01 | 464.290737868802 |
| 2000-01-01 | 465.997762049265 |
| 2000-02-01 | 467.321866611861 |
| 2000-03-01 | 467.533347824315 |
| 2000-04-01 | 468.209571792309 |
| 2000-05-01 | 468.955045405703 |
| 2000-06-01 | 469.846482060184 |
| 2000-07-01 | 470.046969519232 |
| 2000-08-01 | 470.056610395544 |
| 2000-09-01 | 472.308062728514 |
| 2000-10-01 | 472.249367880395 |
| 2000-11-01 | 473.004802016759 |
| 2000-12-01 | 473.690928391502 |
| 2001-01-01 | 473.305031907681 |
| 2001-02-01 | 472.946101972584 |
| 2001-03-01 | 472.764126300238 |
| 2001-04-01 | 471.266299746315 |
| 2001-05-01 | 470.846628626772 |
| 2001-06-01 | 470.902300654722 |
| 2001-07-01 | 471.025506863184 |
| 2001-08-01 | 469.930374391292 |
| 2001-09-01 | 468.834926189129 |
| 2001-10-01 | 466.955307521432 |
| 2001-11-01 | 466.429115434337 |
| 2001-12-01 | 466.613487203585 |
| 2002-01-01 | 466.815139015665 |
| 2002-02-01 | 467.912672341664 |
| 2002-03-01 | 468.417958027632 |
| 2002-04-01 | 467.340612293214 |
| 2002-05-01 | 467.934092906451 |
| 2002-06-01 | 467.195170714720 |
| 2002-07-01 | 466.680980552128 |
| 2002-08-01 | 466.904711482191 |
| 2002-09-01 | 466.790924553948 |
| 2002-10-01 | 465.597577997755 |
| 2002-11-01 | 465.741374675912 |
| 2002-12-01 | 465.154763466388 |
| 2003-01-01 | 461.769676103520 |
| 2003-02-01 | 460.110723249895 |
| 2003-03-01 | 460.974521863269 |
| 2003-04-01 | 465.426942053637 |
| 2003-05-01 | 466.124604519119 |
| 2003-06-01 | 465.680399706103 |
| 2003-07-01 | 466.233685160956 |
| 2003-08-01 | 468.372751893370 |
| 2003-09-01 | 468.080125582943 |
| 2003-10-01 | 470.719954561296 |
| 2003-11-01 | 470.783096832937 |
| 2003-12-01 | 472.120022294091 |
| 2004-01-01 | 475.869552039185 |
| 2004-02-01 | 476.262018719343 |
| 2004-03-01 | 477.179011096361 |
| 2004-04-01 | 478.774196537273 |
| 2004-05-01 | 479.229834366089 |
| 2004-06-01 | 480.210756600989 |
| 2004-07-01 | 480.815543298498 |
| 2004-08-01 | 480.463037583619 |
| 2004-09-01 | 481.447153543416 |
| 2004-10-01 | 483.456939094924 |
| 2004-11-01 | 484.099680930599 |
| 2004-12-01 | 485.782973800471 |
| 2005-01-01 | 486.694534378392 |
| 2005-02-01 | 487.444303835749 |
| 2005-03-01 | 486.607165409044 |
| 2005-04-01 | 491.152118687758 |
| 2005-05-01 | 491.010901615820 |
| 2005-06-01 | 491.536733999957 |
| 2005-07-01 | 491.641521795596 |
| 2005-08-01 | 491.252313991925 |
| 2005-09-01 | 493.769917514259 |
| 2005-10-01 | 494.752293935253 |
| 2005-11-01 | 495.859167554082 |
| 2005-12-01 | 495.215162245086 |
| 2006-01-01 | 495.569948667305 |
| 2006-02-01 | 495.034210692110 |
| 2006-03-01 | 498.210824826432 |
| 2006-04-01 | 497.947718605247 |
| 2006-05-01 | 499.992872997773 |
| 2006-06-01 | 498.923043292552 |
| 2006-07-01 | 503.313498208087 |
| 2006-08-01 | 502.435682673569 |
| 2006-09-01 | 500.288748999376 |
| 2006-10-01 | 504.154427275103 |
| 2006-11-01 | 505.964989942203 |
| 2006-12-01 | 505.944085765128 |
| 2007-01-01 | 505.498554435570 |
| 2007-02-01 | 507.880617201497 |
| 2007-03-01 | 507.072709235743 |
| 2007-04-01 | 505.410502997188 |
| 2007-05-01 | 507.977274847638 |
| 2007-06-01 | 510.872307179114 |
| 2007-07-01 | 510.040900649407 |
| 2007-08-01 | 511.400927406864 |
| 2007-09-01 | 511.738147672816 |
| 2007-10-01 | 509.819507354444 |
| 2007-11-01 | 509.782874875427 |
| 2007-12-01 | 510.898022354518 |
| 2008-01-01 | 512.702056538537 |
| 2008-02-01 | 513.337855552190 |
| 2008-03-01 | 512.316836004228 |
| 2008-04-01 | 510.247519527799 |
| 2008-05-01 | 507.758872270728 |
| 2008-06-01 | 507.129636536436 |
| 2008-07-01 | 507.974531172925 |
| 2008-08-01 | 507.945694402031 |
| 2008-09-01 | 505.595887911005 |
| 2008-10-01 | 504.983870831732 |
| 2008-11-01 | 501.963115459051 |
| 2008-12-01 | 500.537899032280 |
| 2009-01-01 | 496.244170619047 |
| 2009-02-01 | 491.664155415510 |
| 2009-03-01 | 488.634673168888 |
| 2009-04-01 | 484.733703774471 |
| 2009-05-01 | 483.845278618011 |
| 2009-06-01 | 481.843543985696 |
| 2009-07-01 | 478.503168649180 |
| 2009-08-01 | 476.132328378261 |
| 2009-09-01 | 476.755569957332 |
| 2009-10-01 | 475.417201910923 |
| 2009-11-01 | 475.085802272291 |
| 2009-12-01 | 474.625643567579 |
| 2010-01-01 | 475.130899323726 |
| 2010-02-01 | 472.089172037361 |
| 2010-03-01 | 475.343822132888 |
| 2010-04-01 | 477.891760910634 |
| 2010-05-01 | 480.275961013125 |
| 2010-06-01 | 479.735080207909 |
| 2010-07-01 | 479.821983156565 |
| 2010-08-01 | 478.291568088330 |
| 2010-09-01 | 478.184842547794 |
| 2010-10-01 | 478.619922968381 |
| 2010-11-01 | 478.263555494291 |
| 2010-12-01 | 478.681355102414 |
| 2011-01-01 | 480.724193449613 |
| 2011-02-01 | 482.426013906293 |
| 2011-03-01 | 483.852316716628 |
| 2011-04-01 | 485.301546711430 |
| 2011-05-01 | 485.184394400529 |
| 2011-06-01 | 484.726474816827 |
| 2011-07-01 | 488.825877014398 |
| 2011-08-01 | 487.339531992767 |
| 2011-09-01 | 488.558020549902 |
| 2011-10-01 | 490.227748602482 |
| 2011-11-01 | 491.635171912796 |
| 2011-12-01 | 490.925961622578 |
| 2012-01-01 | 491.777430802483 |
| 2012-02-01 | 492.802171986218 |
| 2012-03-01 | 494.578282318533 |
| 2012-04-01 | 496.154701468333 |
| 2012-05-01 | 497.306633342054 |
| 2012-06-01 | 499.351258739921 |
| 2012-07-01 | 499.269311479494 |
| 2012-08-01 | 502.218089058094 |
| 2012-09-01 | 502.997192364259 |
| 2012-10-01 | 503.852113821521 |
| 2012-11-01 | 503.543167657463 |
| 2012-12-01 | 505.855730964429 |
| 2013-01-01 | 504.019989084378 |
| 2013-02-01 | 506.144574016724 |
| 2013-03-01 | 508.059710868840 |
| 2013-04-01 | 506.691278768647 |
| 2013-05-01 | 506.321867592495 |
| 2013-06-01 | 507.301404179620 |
| 2013-07-01 | 510.174807221573 |
| 2013-08-01 | 511.511686492650 |
| 2013-09-01 | 511.439310238937 |
| 2013-10-01 | 509.927832484670 |
| 2013-11-01 | 515.464615408226 |
| 2013-12-01 | 514.036640003739 |
| 2014-01-01 | 515.444670626213 |
| 2014-02-01 | 513.341226332930 |
| 2014-03-01 | 516.015072945333 |
| 2014-04-01 | 518.100848644010 |
| 2014-05-01 | 520.480907612729 |
| 2014-06-01 | 520.627456888266 |
| 2014-07-01 | 520.201552719896 |
| 2014-08-01 | 520.535314212642 |
| 2014-09-01 | 520.093541604014 |
| 2014-10-01 | 520.564478521484 |
| 2014-11-01 | 522.875107744583 |
| 2014-12-01 | 524.017326035845 |
| 2015-01-01 | 527.784705439440 |
| 2015-02-01 | 527.135220953804 |
| 2015-03-01 | 528.393888709104 |
| 2015-04-01 | 532.242574195691 |
| 2015-05-01 | 535.195568965810 |
| 2015-06-01 | 535.600980299536 |
| 2015-07-01 | 539.909835456264 |
| 2015-08-01 | 540.979519543677 |
| 2015-09-01 | 544.166671084162 |
| 2015-10-01 | 545.891898856668 |
| 2015-11-01 | 547.323156727078 |
| 2015-12-01 | 547.724291512208 |
| 2016-01-01 | 547.179964546178 |
| 2016-02-01 | 547.493620167331 |
| 2016-03-01 | 547.589576787262 |
| 2016-04-01 | 549.463461097651 |
| 2016-05-01 | 547.640958313702 |
| 2016-06-01 | 547.705646518011 |
| 2016-07-01 | 547.197542691709 |
| 2016-08-01 | 548.637428348617 |
| 2016-09-01 | 550.744986879149 |
| 2016-10-01 | 551.553035008593 |
| 2016-11-01 | 552.059723153934 |
| 2016-12-01 | 553.915553697360 |
| 2017-01-01 | 552.122970565965 |
| 2017-02-01 | 555.287110112627 |
| 2017-03-01 | 556.843532507136 |
| 2017-04-01 | 556.103316096919 |
| 2017-05-01 | 557.090865161461 |
| 2017-06-01 | 558.782055004161 |
| 2017-07-01 | 558.253641736215 |
| 2017-08-01 | 558.950572136912 |
| 2017-09-01 | 560.417083677073 |
| 2017-10-01 | 558.976411463119 |
| 2017-11-01 | 557.275205836656 |
| 2017-12-01 | 559.217792759529 |
| 2018-01-01 | 560.969663151679 |
| 2018-02-01 | 563.794373289323 |
| 2018-03-01 | 564.506080233527 |
| 2018-04-01 | 565.118941758789 |
| 2018-05-01 | 565.923944689779 |
| 2018-06-01 | 567.449603724119 |
| 2018-07-01 | 568.728947188937 |
| 2018-08-01 | 569.188720615134 |
| 2018-09-01 | 567.167686659240 |
| 2018-10-01 | 569.196500144384 |
| 2018-11-01 | 570.488999816838 |
| 2018-12-01 | 570.473192797230 |
| 2019-01-01 | 569.696533561573 |
| 2019-02-01 | 571.060715308558 |
| 2019-03-01 | 571.762888262057 |
| 2019-04-01 | 572.828752717688 |
| 2019-05-01 | 572.587187109514 |
| 2019-06-01 | 573.280315867260 |
| 2019-07-01 | 572.421474262510 |
| 2019-08-01 | 572.603437101247 |
| 2019-09-01 | 572.709344788176 |
| 2019-10-01 | 574.068789341441 |
| 2019-11-01 | 575.364334273191 |
| 2019-12-01 | 575.768842289864 |
| 2020-01-01 | 578.655705884209 |
| 2020-02-01 | 577.726987921617 |
| 2020-03-01 | 574.809108260248 |
| 2020-04-01 | 503.907840905360 |
| 2020-05-01 | 508.099750260901 |
| 2020-06-01 | 518.671582392936 |
| 2020-07-01 | 531.658069289314 |
| 2020-08-01 | 535.896044811997 |
| 2020-09-01 | 541.109841057865 |
| 2020-10-01 | 546.024038913082 |
| 2020-11-01 | 546.805671232153 |
| 2020-12-01 | 549.091304350304 |
| 2021-01-01 | 550.680054012727 |
| 2021-02-01 | 549.286615368723 |
| 2021-03-01 | 552.942583478003 |
| 2021-04-01 | 553.877028092255 |
| 2021-05-01 | 555.649637964209 |
| 2021-06-01 | 556.065500770185 |
| 2021-07-01 | 564.632975719912 |
| 2021-08-01 | 565.168119314181 |
| 2021-09-01 | 564.805116370543 |
| 2021-10-01 | 570.205735152257 |
| 2021-11-01 | 572.042487750736 |
| 2021-12-01 | 574.752720496808 |
| 2022-01-01 | 574.177564198817 |
| 2022-02-01 | 580.041519766330 |
| 2022-03-01 | 580.132879225982 |
| 2022-04-01 | 584.521244282422 |
| 2022-05-01 | 583.134604278223 |
| 2022-06-01 | 581.714936879333 |
| 2022-07-01 | 588.470637526011 |
| 2022-08-01 | 589.524704126812 |
| 2022-09-01 | 589.840350416091 |
| 2022-10-01 | 590.089122271347 |
| 2022-11-01 | 590.630114857430 |
| 2022-12-01 | 592.133540678529 |
| 2023-01-01 | 597.482371534807 |
| 2023-02-01 | 599.150879944290 |
| 2023-03-01 | 598.217867938312 |
| 2023-04-01 | 597.744835282308 |
| 2023-05-01 | 598.602937600096 |
| 2023-06-01 | 599.179376610466 |
| 2023-07-01 | 598.217993526527 |
| 2023-08-01 | 598.535763015393 |
| 2023-09-01 | 599.111170953854 |
| 2023-10-01 | 598.217952598901 |
| 2023-11-01 | 600.068650212365 |
| 2023-12-01 | 601.729419251080 |
| 2024-01-01 | 602.354281901762 |
| 2024-02-01 | 603.290854115911 |
| 2024-03-01 | 604.649253508867 |
| 2024-04-01 | 605.527147587177 |
| 2024-05-01 | 606.645187600660 |
| 2024-06-01 | 605.632373880261 |
| 2024-07-01 | 607.413178157614 |
| 2024-08-01 | 606.504291845187 |
| 2024-09-01 | 607.754477190415 |
| 2024-10-01 | 609.379508506809 |
| 2024-11-01 | 608.973889788840 |
| 2024-12-01 | 608.496357208292 |
| 2025-01-01 | 612.503548526492 |
| 2025-02-01 | 613.114528442949 |
| 2025-03-01 | 613.964937121867 |
| 2025-04-01 | 614.871252216886 |
| 2025-05-01 | 616.635187257325 |
| 2025-06-01 | 616.029808435899 |
| 2025-07-01 | 614.098087489341 |
| 2025-08-01 | 615.225281762072 |
| 2025-09-01 | 615.809375202539 |
| 2025-10-01 | 613.711397877117 |
| 2025-11-01 | 613.446234982217 |
| 2025-12-01 | 611.855066974426 |
| 2026-01-01 | 610.750019024304 |
| 2026-02-01 | 609.128457153632 |
| 2026-03-01 | 610.988778653910 |
| 2026-04-01 | 610.664253546945 |
| 2026-05-01 | 609.832920207012 |
| 2026-06-01 | 611.319660588421 |