Table Data - All Employees: Private Service Providing in Richmond, VA (MSA)
| Title | All Employees: Private Service Providing in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400600800000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 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 | 298.900284624545 |
| 1990-02-01 | 299.427406185555 |
| 1990-03-01 | 299.237748690013 |
| 1990-04-01 | 298.975691148672 |
| 1990-05-01 | 298.163431630231 |
| 1990-06-01 | 298.866608243477 |
| 1990-07-01 | 298.510477486512 |
| 1990-08-01 | 299.262501963499 |
| 1990-09-01 | 300.917307441607 |
| 1990-10-01 | 299.479584873512 |
| 1990-11-01 | 300.485213742691 |
| 1990-12-01 | 298.751122250259 |
| 1991-01-01 | 297.862345749593 |
| 1991-02-01 | 297.209211215219 |
| 1991-03-01 | 297.113025121598 |
| 1991-04-01 | 292.766362611228 |
| 1991-05-01 | 293.213859965519 |
| 1991-06-01 | 293.018326067941 |
| 1991-07-01 | 293.617182526186 |
| 1991-08-01 | 294.508255322976 |
| 1991-09-01 | 294.164492325604 |
| 1991-10-01 | 292.900873693352 |
| 1991-11-01 | 293.309676951954 |
| 1991-12-01 | 293.107366992726 |
| 1992-01-01 | 293.971494389601 |
| 1992-02-01 | 293.519169848807 |
| 1992-03-01 | 293.385460277499 |
| 1992-04-01 | 294.146485568102 |
| 1992-05-01 | 295.347736167821 |
| 1992-06-01 | 295.488717370193 |
| 1992-07-01 | 295.605864400329 |
| 1992-08-01 | 295.638466358872 |
| 1992-09-01 | 295.842569746547 |
| 1992-10-01 | 298.884346018532 |
| 1992-11-01 | 298.981616199170 |
| 1992-12-01 | 299.847482654454 |
| 1993-01-01 | 299.757415722422 |
| 1993-02-01 | 301.028532260283 |
| 1993-03-01 | 300.108223956903 |
| 1993-04-01 | 302.674698018603 |
| 1993-05-01 | 302.778834936360 |
| 1993-06-01 | 303.434819415577 |
| 1993-07-01 | 303.724906146548 |
| 1993-08-01 | 305.100449693446 |
| 1993-09-01 | 306.295831220069 |
| 1993-10-01 | 308.128836999702 |
| 1993-11-01 | 308.568803497343 |
| 1993-12-01 | 310.383952191295 |
| 1994-01-01 | 311.193689106966 |
| 1994-02-01 | 312.351804654093 |
| 1994-03-01 | 314.194700615802 |
| 1994-04-01 | 314.339821944075 |
| 1994-05-01 | 315.181932287375 |
| 1994-06-01 | 316.762991669898 |
| 1994-07-01 | 319.308510979004 |
| 1994-08-01 | 319.959278977332 |
| 1994-09-01 | 322.359811549618 |
| 1994-10-01 | 321.475122480447 |
| 1994-11-01 | 322.086249372826 |
| 1994-12-01 | 322.251110144636 |
| 1995-01-01 | 324.233579289911 |
| 1995-02-01 | 324.606450658711 |
| 1995-03-01 | 325.276154645379 |
| 1995-04-01 | 326.029134976912 |
| 1995-05-01 | 326.978284257571 |
| 1995-06-01 | 328.035294024211 |
| 1995-07-01 | 328.660462703229 |
| 1995-08-01 | 330.294015274252 |
| 1995-09-01 | 331.195442538948 |
| 1995-10-01 | 332.265670562275 |
| 1995-11-01 | 333.132096402048 |
| 1995-12-01 | 336.025659000206 |
| 1996-01-01 | 333.928690722806 |
| 1996-02-01 | 336.160008022820 |
| 1996-03-01 | 337.701247371795 |
| 1996-04-01 | 337.799709306043 |
| 1996-05-01 | 338.494608053306 |
| 1996-06-01 | 338.721028402743 |
| 1996-07-01 | 336.011765851999 |
| 1996-08-01 | 338.326441024656 |
| 1996-09-01 | 337.997311361552 |
| 1996-10-01 | 341.559783595155 |
| 1996-11-01 | 343.147494722854 |
| 1996-12-01 | 343.868787269643 |
| 1997-01-01 | 345.428816919707 |
| 1997-02-01 | 346.882494722226 |
| 1997-03-01 | 346.800651204872 |
| 1997-04-01 | 347.834497690901 |
| 1997-05-01 | 348.061253382836 |
| 1997-06-01 | 348.519937744844 |
| 1997-07-01 | 350.781007148554 |
| 1997-08-01 | 351.106664849250 |
| 1997-09-01 | 351.925539311356 |
| 1997-10-01 | 352.273607898662 |
| 1997-11-01 | 352.489672080959 |
| 1997-12-01 | 353.383212403562 |
| 1998-01-01 | 352.724174726317 |
| 1998-02-01 | 352.755641817697 |
| 1998-03-01 | 351.556669264411 |
| 1998-04-01 | 355.353381768853 |
| 1998-05-01 | 356.603600263243 |
| 1998-06-01 | 357.677921928410 |
| 1998-07-01 | 357.147558811440 |
| 1998-08-01 | 358.665076482639 |
| 1998-09-01 | 361.128087781283 |
| 1998-10-01 | 358.579304843662 |
| 1998-11-01 | 359.340583746479 |
| 1998-12-01 | 360.242401707439 |
| 1999-01-01 | 362.271511283396 |
| 1999-02-01 | 365.175356970489 |
| 1999-03-01 | 364.434821421927 |
| 1999-04-01 | 364.956042519675 |
| 1999-05-01 | 365.403855892069 |
| 1999-06-01 | 365.878057735402 |
| 1999-07-01 | 367.448976789052 |
| 1999-08-01 | 368.595071247005 |
| 1999-09-01 | 368.708025742012 |
| 1999-10-01 | 369.946997582278 |
| 1999-11-01 | 371.239738792683 |
| 1999-12-01 | 371.606355290980 |
| 2000-01-01 | 372.942886597117 |
| 2000-02-01 | 374.099838082920 |
| 2000-03-01 | 374.182210330272 |
| 2000-04-01 | 374.985147397886 |
| 2000-05-01 | 375.723605794149 |
| 2000-06-01 | 376.621098115522 |
| 2000-07-01 | 376.763692510995 |
| 2000-08-01 | 376.936679492323 |
| 2000-09-01 | 378.760709734309 |
| 2000-10-01 | 379.217981805399 |
| 2000-11-01 | 379.777172231916 |
| 2000-12-01 | 380.068337952212 |
| 2001-01-01 | 379.775153867902 |
| 2001-02-01 | 379.195172909533 |
| 2001-03-01 | 379.410131300606 |
| 2001-04-01 | 378.680270249834 |
| 2001-05-01 | 378.458201542704 |
| 2001-06-01 | 379.006515986910 |
| 2001-07-01 | 379.510239950873 |
| 2001-08-01 | 379.364033467202 |
| 2001-09-01 | 378.357034560789 |
| 2001-10-01 | 377.696845454602 |
| 2001-11-01 | 377.163965461868 |
| 2001-12-01 | 377.699171841707 |
| 2002-01-01 | 378.408391294203 |
| 2002-02-01 | 379.300806769779 |
| 2002-03-01 | 379.929587406566 |
| 2002-04-01 | 379.070192554428 |
| 2002-05-01 | 379.115261122415 |
| 2002-06-01 | 378.730178039849 |
| 2002-07-01 | 379.021421899110 |
| 2002-08-01 | 378.811207736381 |
| 2002-09-01 | 379.051887671964 |
| 2002-10-01 | 377.541175016025 |
| 2002-11-01 | 378.204025114273 |
| 2002-12-01 | 377.827042005508 |
| 2003-01-01 | 375.816776765900 |
| 2003-02-01 | 374.505202580195 |
| 2003-03-01 | 375.645955835996 |
| 2003-04-01 | 378.744816463041 |
| 2003-05-01 | 379.241427821556 |
| 2003-06-01 | 380.027145591327 |
| 2003-07-01 | 380.803068640332 |
| 2003-08-01 | 382.703297955689 |
| 2003-09-01 | 383.299488378816 |
| 2003-10-01 | 386.000045866319 |
| 2003-11-01 | 386.720155809892 |
| 2003-12-01 | 388.249893002017 |
| 2004-01-01 | 391.710489168863 |
| 2004-02-01 | 392.201423282339 |
| 2004-03-01 | 393.385905247341 |
| 2004-04-01 | 394.292747698171 |
| 2004-05-01 | 394.856719360603 |
| 2004-06-01 | 395.779315608712 |
| 2004-07-01 | 396.121430191510 |
| 2004-08-01 | 396.112720435586 |
| 2004-09-01 | 396.594012940859 |
| 2004-10-01 | 398.028138306316 |
| 2004-11-01 | 398.564436138114 |
| 2004-12-01 | 399.750102581582 |
| 2005-01-01 | 400.034349235514 |
| 2005-02-01 | 401.143190845676 |
| 2005-03-01 | 401.836122075815 |
| 2005-04-01 | 405.103783350752 |
| 2005-05-01 | 405.028199210193 |
| 2005-06-01 | 405.687278956454 |
| 2005-07-01 | 405.565352612198 |
| 2005-08-01 | 405.146767406990 |
| 2005-09-01 | 408.031228944865 |
| 2005-10-01 | 408.816387830164 |
| 2005-11-01 | 409.633049577177 |
| 2005-12-01 | 409.266848369180 |
| 2006-01-01 | 409.747467927763 |
| 2006-02-01 | 408.247079057843 |
| 2006-03-01 | 411.943156906553 |
| 2006-04-01 | 412.087969696126 |
| 2006-05-01 | 414.072436315619 |
| 2006-06-01 | 412.897009726470 |
| 2006-07-01 | 417.807616894985 |
| 2006-08-01 | 417.128037621667 |
| 2006-09-01 | 415.633843512623 |
| 2006-10-01 | 419.719627672629 |
| 2006-11-01 | 421.603388676906 |
| 2006-12-01 | 421.418187354553 |
| 2007-01-01 | 420.779588353900 |
| 2007-02-01 | 422.480514699200 |
| 2007-03-01 | 422.247742048041 |
| 2007-04-01 | 420.459381817381 |
| 2007-05-01 | 422.612679915259 |
| 2007-06-01 | 424.904923670407 |
| 2007-07-01 | 424.721155881894 |
| 2007-08-01 | 425.881797578641 |
| 2007-09-01 | 426.437233238587 |
| 2007-10-01 | 425.460543609868 |
| 2007-11-01 | 425.821242108799 |
| 2007-12-01 | 426.893124919177 |
| 2008-01-01 | 429.175583792077 |
| 2008-02-01 | 429.581169935444 |
| 2008-03-01 | 429.812803032489 |
| 2008-04-01 | 428.913461076890 |
| 2008-05-01 | 427.077747728470 |
| 2008-06-01 | 427.312487556465 |
| 2008-07-01 | 428.743633192543 |
| 2008-08-01 | 429.010480396996 |
| 2008-09-01 | 427.769270727247 |
| 2008-10-01 | 427.689158637987 |
| 2008-11-01 | 426.627086929045 |
| 2008-12-01 | 425.881327045618 |
| 2009-01-01 | 423.230387063163 |
| 2009-02-01 | 420.965413568579 |
| 2009-03-01 | 419.041928215936 |
| 2009-04-01 | 416.554933347629 |
| 2009-05-01 | 416.552397247392 |
| 2009-06-01 | 414.857633772807 |
| 2009-07-01 | 412.556429671948 |
| 2009-08-01 | 411.042685568418 |
| 2009-09-01 | 411.461918191988 |
| 2009-10-01 | 410.808435261507 |
| 2009-11-01 | 410.724099989101 |
| 2009-12-01 | 410.461087259031 |
| 2010-01-01 | 411.109107388874 |
| 2010-02-01 | 408.916805574315 |
| 2010-03-01 | 411.842127319754 |
| 2010-04-01 | 413.661943639960 |
| 2010-05-01 | 416.140632112906 |
| 2010-06-01 | 415.648162607917 |
| 2010-07-01 | 415.579638907562 |
| 2010-08-01 | 414.990191827088 |
| 2010-09-01 | 414.875125796734 |
| 2010-10-01 | 415.121713062680 |
| 2010-11-01 | 415.004921543289 |
| 2010-12-01 | 415.657152350632 |
| 2011-01-01 | 418.209451378645 |
| 2011-02-01 | 419.559516013937 |
| 2011-03-01 | 421.019953814593 |
| 2011-04-01 | 422.690503327330 |
| 2011-05-01 | 422.960967576302 |
| 2011-06-01 | 422.946438434786 |
| 2011-07-01 | 426.874826538965 |
| 2011-08-01 | 425.739963165073 |
| 2011-09-01 | 426.866817581831 |
| 2011-10-01 | 427.996808941709 |
| 2011-11-01 | 429.389120758143 |
| 2011-12-01 | 428.484161232474 |
| 2012-01-01 | 429.595717584155 |
| 2012-02-01 | 430.798429859597 |
| 2012-03-01 | 432.084233966489 |
| 2012-04-01 | 433.403489030567 |
| 2012-05-01 | 434.604515387958 |
| 2012-06-01 | 436.580066489369 |
| 2012-07-01 | 436.862916580515 |
| 2012-08-01 | 438.843209863565 |
| 2012-09-01 | 439.973264934592 |
| 2012-10-01 | 440.999357523029 |
| 2012-11-01 | 440.739938658706 |
| 2012-12-01 | 442.498336644181 |
| 2013-01-01 | 441.026118453036 |
| 2013-02-01 | 442.392153028329 |
| 2013-03-01 | 443.846050861762 |
| 2013-04-01 | 442.824736345086 |
| 2013-05-01 | 442.736873687893 |
| 2013-06-01 | 443.487706870791 |
| 2013-07-01 | 446.141376898899 |
| 2013-08-01 | 447.411279144841 |
| 2013-09-01 | 447.760923026602 |
| 2013-10-01 | 446.549613810614 |
| 2013-11-01 | 451.815246561864 |
| 2013-12-01 | 450.587362426443 |
| 2014-01-01 | 451.776581062430 |
| 2014-02-01 | 449.792599301208 |
| 2014-03-01 | 452.288946772420 |
| 2014-04-01 | 454.194274225741 |
| 2014-05-01 | 455.992505635330 |
| 2014-06-01 | 456.347282396147 |
| 2014-07-01 | 455.533134797686 |
| 2014-08-01 | 455.691802191336 |
| 2014-09-01 | 455.281355706105 |
| 2014-10-01 | 455.618276973707 |
| 2014-11-01 | 457.505149435005 |
| 2014-12-01 | 458.203891006385 |
| 2015-01-01 | 462.462828329415 |
| 2015-02-01 | 461.576015357508 |
| 2015-03-01 | 462.782691675554 |
| 2015-04-01 | 465.576790552999 |
| 2015-05-01 | 468.043415233715 |
| 2015-06-01 | 469.253287675879 |
| 2015-07-01 | 472.770466188715 |
| 2015-08-01 | 473.868766442306 |
| 2015-09-01 | 476.587623330630 |
| 2015-10-01 | 478.622393291148 |
| 2015-11-01 | 479.915782126636 |
| 2015-12-01 | 480.252890794042 |
| 2016-01-01 | 479.872872969154 |
| 2016-02-01 | 479.600593477152 |
| 2016-03-01 | 479.826399454906 |
| 2016-04-01 | 481.647158511653 |
| 2016-05-01 | 479.611929697144 |
| 2016-06-01 | 479.712999779369 |
| 2016-07-01 | 479.290017461463 |
| 2016-08-01 | 480.871938888854 |
| 2016-09-01 | 482.229361333139 |
| 2016-10-01 | 482.858748431087 |
| 2016-11-01 | 483.233762537056 |
| 2016-12-01 | 484.944585640945 |
| 2017-01-01 | 484.131585064334 |
| 2017-02-01 | 486.011085843863 |
| 2017-03-01 | 487.038078231805 |
| 2017-04-01 | 486.642510945518 |
| 2017-05-01 | 487.651465639112 |
| 2017-06-01 | 488.630129081744 |
| 2017-07-01 | 488.110342128595 |
| 2017-08-01 | 488.755571370380 |
| 2017-09-01 | 489.814978089182 |
| 2017-10-01 | 488.870321715612 |
| 2017-11-01 | 487.311873836048 |
| 2017-12-01 | 488.962164910256 |
| 2018-01-01 | 491.280165587655 |
| 2018-02-01 | 492.794797975543 |
| 2018-03-01 | 493.769560663018 |
| 2018-04-01 | 494.433836247602 |
| 2018-05-01 | 494.892186645260 |
| 2018-06-01 | 495.894392599873 |
| 2018-07-01 | 497.198433718256 |
| 2018-08-01 | 497.589916240591 |
| 2018-09-01 | 495.540625125082 |
| 2018-10-01 | 497.476282569356 |
| 2018-11-01 | 498.292567642859 |
| 2018-12-01 | 498.617169922933 |
| 2019-01-01 | 498.088835380785 |
| 2019-02-01 | 498.779125190821 |
| 2019-03-01 | 499.585166020232 |
| 2019-04-01 | 500.914340862510 |
| 2019-05-01 | 500.153557479428 |
| 2019-06-01 | 501.501077827736 |
| 2019-07-01 | 501.267244678641 |
| 2019-08-01 | 501.670262582844 |
| 2019-09-01 | 501.553976175883 |
| 2019-10-01 | 502.406815165292 |
| 2019-11-01 | 503.257984016414 |
| 2019-12-01 | 503.425404280580 |
| 2020-01-01 | 506.344894102131 |
| 2020-02-01 | 504.895073672144 |
| 2020-03-01 | 502.107155972220 |
| 2020-04-01 | 435.042071574401 |
| 2020-05-01 | 438.275897706938 |
| 2020-06-01 | 449.548674762892 |
| 2020-07-01 | 462.908146724151 |
| 2020-08-01 | 467.108198844679 |
| 2020-09-01 | 471.398531466964 |
| 2020-10-01 | 475.716412506074 |
| 2020-11-01 | 476.208831162149 |
| 2020-12-01 | 477.721794809029 |
| 2021-01-01 | 479.449643191884 |
| 2021-02-01 | 477.813032370716 |
| 2021-03-01 | 481.061352702695 |
| 2021-04-01 | 481.393120774110 |
| 2021-05-01 | 482.882660374915 |
| 2021-06-01 | 483.863434513040 |
| 2021-07-01 | 492.050703218353 |
| 2021-08-01 | 492.956441382609 |
| 2021-09-01 | 492.307825589440 |
| 2021-10-01 | 497.015843169749 |
| 2021-11-01 | 498.539901358541 |
| 2021-12-01 | 500.717598354021 |
| 2022-01-01 | 500.748437071733 |
| 2022-02-01 | 505.208218024655 |
| 2022-03-01 | 505.809245670783 |
| 2022-04-01 | 509.495091295221 |
| 2022-05-01 | 508.206578169298 |
| 2022-06-01 | 507.099373203430 |
| 2022-07-01 | 513.337231459212 |
| 2022-08-01 | 515.049921626402 |
| 2022-09-01 | 515.053485169060 |
| 2022-10-01 | 515.366207624571 |
| 2022-11-01 | 515.853157667697 |
| 2022-12-01 | 517.381589101548 |
| 2023-01-01 | 521.869764072104 |
| 2023-02-01 | 522.676300726949 |
| 2023-03-01 | 522.461928043816 |
| 2023-04-01 | 522.534845617523 |
| 2023-05-01 | 523.371903258791 |
| 2023-06-01 | 524.218090479617 |
| 2023-07-01 | 524.435867095902 |
| 2023-08-01 | 524.944169559887 |
| 2023-09-01 | 525.290472357716 |
| 2023-10-01 | 524.877883210943 |
| 2023-11-01 | 526.461529990083 |
| 2023-12-01 | 527.455293033651 |
| 2024-01-01 | 527.964061500072 |
| 2024-02-01 | 528.506775528305 |
| 2024-03-01 | 529.881346226558 |
| 2024-04-01 | 530.467939361586 |
| 2024-05-01 | 531.340688945676 |
| 2024-06-01 | 530.845853925375 |
| 2024-07-01 | 532.555660972937 |
| 2024-08-01 | 531.695241974859 |
| 2024-09-01 | 532.355749800571 |
| 2024-10-01 | 533.645430861091 |
| 2024-11-01 | 533.127480481262 |
| 2024-12-01 | 532.523181515319 |
| 2025-01-01 | 535.753818602973 |
| 2025-02-01 | 535.901826489444 |
| 2025-03-01 | 536.421567304716 |
| 2025-04-01 | 537.125109925119 |
| 2025-05-01 | 537.966835623040 |
| 2025-06-01 | 537.800775521753 |
| 2025-07-01 | 536.404066745613 |
| 2025-08-01 | 537.129965097907 |
| 2025-09-01 | 537.407816445707 |
| 2025-10-01 | 536.013847879809 |
| 2025-11-01 | 535.857403211211 |
| 2025-12-01 | 534.722434590615 |
| 2026-01-01 | 533.351024329646 |
| 2026-02-01 | 532.390402455648 |
| 2026-03-01 | 533.284817572902 |
| 2026-04-01 | 533.038021819313 |
| 2026-05-01 | 532.779732741186 |
| 2026-06-01 | 533.390223419560 |
| 2026-07-01 | 533.343403544611 |