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 2026-08-01 |
| Last Updated | 2026-09-18 11:42 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 | 388.3081173513 |
| 1990-02-01 | 389.6656607970 |
| 1990-03-01 | 389.0187144995 |
| 1990-04-01 | 389.1073768574 |
| 1990-05-01 | 389.4873212653 |
| 1990-06-01 | 389.7744123915 |
| 1990-07-01 | 390.0213370537 |
| 1990-08-01 | 392.0899365710 |
| 1990-09-01 | 392.0676792903 |
| 1990-10-01 | 389.6977796632 |
| 1990-11-01 | 390.1038243502 |
| 1990-12-01 | 388.7180557265 |
| 1991-01-01 | 387.1994583574 |
| 1991-02-01 | 386.1132728755 |
| 1991-03-01 | 385.1277886916 |
| 1991-04-01 | 382.5082473508 |
| 1991-05-01 | 383.4377478543 |
| 1991-06-01 | 383.1147629266 |
| 1991-07-01 | 383.5186109998 |
| 1991-08-01 | 385.4333669809 |
| 1991-09-01 | 383.9243169093 |
| 1991-10-01 | 382.9429864088 |
| 1991-11-01 | 382.7926730306 |
| 1991-12-01 | 383.1204746380 |
| 1992-01-01 | 384.1660740188 |
| 1992-02-01 | 383.6593830083 |
| 1992-03-01 | 382.5703658640 |
| 1992-04-01 | 385.1953017860 |
| 1992-05-01 | 386.9081867651 |
| 1992-06-01 | 386.7633913543 |
| 1992-07-01 | 387.3516103269 |
| 1992-08-01 | 387.6812331504 |
| 1992-09-01 | 387.7022747619 |
| 1992-10-01 | 392.4012402231 |
| 1992-11-01 | 392.4245420461 |
| 1992-12-01 | 393.2095158215 |
| 1993-01-01 | 393.9917182432 |
| 1993-02-01 | 395.2349440382 |
| 1993-03-01 | 393.4600110790 |
| 1993-04-01 | 397.5081432639 |
| 1993-05-01 | 398.0361517926 |
| 1993-06-01 | 399.5382230449 |
| 1993-07-01 | 399.1753260363 |
| 1993-08-01 | 400.7231430336 |
| 1993-09-01 | 403.1761636538 |
| 1993-10-01 | 405.7593346300 |
| 1993-11-01 | 406.0936090797 |
| 1993-12-01 | 408.2743466412 |
| 1994-01-01 | 408.8769220604 |
| 1994-02-01 | 410.0975563924 |
| 1994-03-01 | 411.8557783784 |
| 1994-04-01 | 412.7139031394 |
| 1994-05-01 | 414.0030625204 |
| 1994-06-01 | 416.0540926592 |
| 1994-07-01 | 419.1179642960 |
| 1994-08-01 | 419.5226265421 |
| 1994-09-01 | 421.7706284393 |
| 1994-10-01 | 420.9526954121 |
| 1994-11-01 | 421.6712301703 |
| 1994-12-01 | 421.9283016870 |
| 1995-01-01 | 423.9254310432 |
| 1995-02-01 | 424.1940354916 |
| 1995-03-01 | 424.3531632917 |
| 1995-04-01 | 425.2292848535 |
| 1995-05-01 | 425.1323848868 |
| 1995-06-01 | 425.7055682872 |
| 1995-07-01 | 425.8344847923 |
| 1995-08-01 | 427.3844318140 |
| 1995-09-01 | 427.7444649421 |
| 1995-10-01 | 428.6089742370 |
| 1995-11-01 | 428.8835897821 |
| 1995-12-01 | 432.6728306333 |
| 1996-01-01 | 430.5842167774 |
| 1996-02-01 | 432.6756348386 |
| 1996-03-01 | 434.7564468621 |
| 1996-04-01 | 435.3106999400 |
| 1996-05-01 | 436.2010317747 |
| 1996-06-01 | 436.6571691687 |
| 1996-07-01 | 433.7546113635 |
| 1996-08-01 | 435.3956388535 |
| 1996-09-01 | 434.2814843728 |
| 1996-10-01 | 438.6706328521 |
| 1996-11-01 | 440.2496645402 |
| 1996-12-01 | 441.0515476729 |
| 1997-01-01 | 443.3384750641 |
| 1997-02-01 | 444.9550083284 |
| 1997-03-01 | 445.0172116348 |
| 1997-04-01 | 445.8776578018 |
| 1997-05-01 | 446.5587368576 |
| 1997-06-01 | 447.2371622544 |
| 1997-07-01 | 450.1156923861 |
| 1997-08-01 | 450.5020495539 |
| 1997-09-01 | 450.4115628340 |
| 1997-10-01 | 451.6331353687 |
| 1997-11-01 | 451.5727868722 |
| 1997-12-01 | 452.9902957266 |
| 1998-01-01 | 452.1052473807 |
| 1998-02-01 | 452.1648488386 |
| 1998-03-01 | 451.9241207364 |
| 1998-04-01 | 455.6382713614 |
| 1998-05-01 | 457.3532894259 |
| 1998-06-01 | 457.7961957234 |
| 1998-07-01 | 456.3039284510 |
| 1998-08-01 | 458.0707865507 |
| 1998-09-01 | 459.6322191136 |
| 1998-10-01 | 459.0156545738 |
| 1998-11-01 | 460.2385812019 |
| 1998-12-01 | 461.3297014919 |
| 1999-01-01 | 463.9352720128 |
| 1999-02-01 | 466.5292661597 |
| 1999-03-01 | 465.6218576525 |
| 1999-04-01 | 466.3171739660 |
| 1999-05-01 | 466.8835524795 |
| 1999-06-01 | 467.5749231800 |
| 1999-07-01 | 469.4534429145 |
| 1999-08-01 | 471.3489103934 |
| 1999-09-01 | 470.7932810754 |
| 1999-10-01 | 472.5493902096 |
| 1999-11-01 | 474.1972591060 |
| 1999-12-01 | 474.6604706713 |
| 2000-01-01 | 475.9440987096 |
| 2000-02-01 | 477.5159222518 |
| 2000-03-01 | 477.6665141730 |
| 2000-04-01 | 478.6761459678 |
| 2000-05-01 | 479.9233664846 |
| 2000-06-01 | 481.2522396387 |
| 2000-07-01 | 482.1683202433 |
| 2000-08-01 | 482.9877679002 |
| 2000-09-01 | 484.1731481670 |
| 2000-10-01 | 484.2352372821 |
| 2000-11-01 | 485.1241315538 |
| 2000-12-01 | 485.3919911122 |
| 2001-01-01 | 485.1465111684 |
| 2001-02-01 | 484.6628163949 |
| 2001-03-01 | 485.1186082981 |
| 2001-04-01 | 483.6098357443 |
| 2001-05-01 | 483.4811811812 |
| 2001-06-01 | 484.5541949924 |
| 2001-07-01 | 486.1740906387 |
| 2001-08-01 | 486.6758261249 |
| 2001-09-01 | 484.6461907594 |
| 2001-10-01 | 483.8099606896 |
| 2001-11-01 | 483.2870093151 |
| 2001-12-01 | 484.3748146806 |
| 2002-01-01 | 484.9594600083 |
| 2002-02-01 | 486.2800648358 |
| 2002-03-01 | 486.9505027741 |
| 2002-04-01 | 486.0196156531 |
| 2002-05-01 | 486.1851591086 |
| 2002-06-01 | 485.8711430514 |
| 2002-07-01 | 486.8138149310 |
| 2002-08-01 | 487.1465417514 |
| 2002-09-01 | 485.9937363097 |
| 2002-10-01 | 485.0604671778 |
| 2002-11-01 | 485.2075126764 |
| 2002-12-01 | 484.8840830821 |
| 2003-01-01 | 484.1105256429 |
| 2003-02-01 | 483.2323549448 |
| 2003-03-01 | 483.3488371784 |
| 2003-04-01 | 488.4607405121 |
| 2003-05-01 | 488.0213271238 |
| 2003-06-01 | 488.7456153388 |
| 2003-07-01 | 489.2954845701 |
| 2003-08-01 | 489.9298747178 |
| 2003-09-01 | 490.7115816081 |
| 2003-10-01 | 494.1231040130 |
| 2003-11-01 | 495.2381438392 |
| 2003-12-01 | 497.1140747252 |
| 2004-01-01 | 499.8161569359 |
| 2004-02-01 | 501.6632752664 |
| 2004-03-01 | 502.3966059409 |
| 2004-04-01 | 503.6145263339 |
| 2004-05-01 | 503.7698491069 |
| 2004-06-01 | 503.9337822470 |
| 2004-07-01 | 504.7287080899 |
| 2004-08-01 | 501.2419982785 |
| 2004-09-01 | 506.7762997273 |
| 2004-10-01 | 510.5526295069 |
| 2004-11-01 | 510.0630718918 |
| 2004-12-01 | 510.5557735298 |
| 2005-01-01 | 510.1143454386 |
| 2005-02-01 | 512.0031851569 |
| 2005-03-01 | 512.6960523704 |
| 2005-04-01 | 517.7018017477 |
| 2005-05-01 | 516.6935669491 |
| 2005-06-01 | 517.5060280368 |
| 2005-07-01 | 515.9985127580 |
| 2005-08-01 | 512.6137873424 |
| 2005-09-01 | 518.7095903543 |
| 2005-10-01 | 517.8659050123 |
| 2005-11-01 | 518.4071715994 |
| 2005-12-01 | 518.3757677679 |
| 2006-01-01 | 519.8192097848 |
| 2006-02-01 | 518.1930005915 |
| 2006-03-01 | 521.9373654398 |
| 2006-04-01 | 521.4287891347 |
| 2006-05-01 | 523.7099276663 |
| 2006-06-01 | 523.0345569380 |
| 2006-07-01 | 528.6097633503 |
| 2006-08-01 | 527.4131080968 |
| 2006-09-01 | 525.3260955601 |
| 2006-10-01 | 530.5003108421 |
| 2006-11-01 | 532.4988906138 |
| 2006-12-01 | 532.9591165781 |
| 2007-01-01 | 532.0307658880 |
| 2007-02-01 | 534.1657853857 |
| 2007-03-01 | 532.7492813029 |
| 2007-04-01 | 530.2823261055 |
| 2007-05-01 | 532.4369273723 |
| 2007-06-01 | 534.7539739233 |
| 2007-07-01 | 534.5610878461 |
| 2007-08-01 | 534.9821996230 |
| 2007-09-01 | 533.8143015733 |
| 2007-10-01 | 532.7922938594 |
| 2007-11-01 | 532.3718553078 |
| 2007-12-01 | 533.7098685031 |
| 2008-01-01 | 535.3303924209 |
| 2008-02-01 | 536.3808053552 |
| 2008-03-01 | 535.8338490044 |
| 2008-04-01 | 536.1118883737 |
| 2008-05-01 | 534.2558595383 |
| 2008-06-01 | 534.7163513715 |
| 2008-07-01 | 536.6548663478 |
| 2008-08-01 | 536.5478382548 |
| 2008-09-01 | 536.5379135212 |
| 2008-10-01 | 537.1262289094 |
| 2008-11-01 | 535.8919777607 |
| 2008-12-01 | 534.5909765846 |
| 2009-01-01 | 532.4918274405 |
| 2009-02-01 | 529.7071093253 |
| 2009-03-01 | 528.1842154122 |
| 2009-04-01 | 525.2513780696 |
| 2009-05-01 | 525.7565185004 |
| 2009-06-01 | 524.2918338853 |
| 2009-07-01 | 519.9259536852 |
| 2009-08-01 | 518.8122112995 |
| 2009-09-01 | 520.4443651196 |
| 2009-10-01 | 520.2102027435 |
| 2009-11-01 | 520.0971782227 |
| 2009-12-01 | 519.7062200913 |
| 2010-01-01 | 520.5909004984 |
| 2010-02-01 | 517.6902019546 |
| 2010-03-01 | 520.8521902447 |
| 2010-04-01 | 523.8635463475 |
| 2010-05-01 | 528.1751554083 |
| 2010-06-01 | 526.3929528224 |
| 2010-07-01 | 525.9727936371 |
| 2010-08-01 | 524.7982121906 |
| 2010-09-01 | 524.0473991292 |
| 2010-10-01 | 524.1840917259 |
| 2010-11-01 | 523.7879912057 |
| 2010-12-01 | 524.6449987116 |
| 2011-01-01 | 527.6077940825 |
| 2011-02-01 | 528.7799280943 |
| 2011-03-01 | 530.4178882424 |
| 2011-04-01 | 532.1997007089 |
| 2011-05-01 | 532.0647580249 |
| 2011-06-01 | 531.7755680848 |
| 2011-07-01 | 536.8752821186 |
| 2011-08-01 | 534.8031899494 |
| 2011-09-01 | 536.5732841744 |
| 2011-10-01 | 537.9733740490 |
| 2011-11-01 | 538.8116743803 |
| 2011-12-01 | 538.0541420526 |
| 2012-01-01 | 539.2469760466 |
| 2012-02-01 | 540.6894352419 |
| 2012-03-01 | 542.5266736953 |
| 2012-04-01 | 542.4528196077 |
| 2012-05-01 | 543.3774948547 |
| 2012-06-01 | 545.4359595874 |
| 2012-07-01 | 545.2019309646 |
| 2012-08-01 | 547.9359833340 |
| 2012-09-01 | 548.2867979090 |
| 2012-10-01 | 549.2064840908 |
| 2012-11-01 | 549.0853153000 |
| 2012-12-01 | 551.3720788843 |
| 2013-01-01 | 549.4306527125 |
| 2013-02-01 | 550.3302640486 |
| 2013-03-01 | 551.6684585414 |
| 2013-04-01 | 551.8188137831 |
| 2013-05-01 | 551.0998084066 |
| 2013-06-01 | 551.8959796127 |
| 2013-07-01 | 554.8169903673 |
| 2013-08-01 | 555.6048184070 |
| 2013-09-01 | 555.8703897728 |
| 2013-10-01 | 554.5509725643 |
| 2013-11-01 | 559.3673823323 |
| 2013-12-01 | 558.4786457113 |
| 2014-01-01 | 560.2347278244 |
| 2014-02-01 | 557.1166732248 |
| 2014-03-01 | 559.5171860804 |
| 2014-04-01 | 562.1757078302 |
| 2014-05-01 | 564.5667654124 |
| 2014-06-01 | 564.7156971530 |
| 2014-07-01 | 564.6225093284 |
| 2014-08-01 | 565.4275717147 |
| 2014-09-01 | 564.4306661087 |
| 2014-10-01 | 564.2069122562 |
| 2014-11-01 | 565.9728851555 |
| 2014-12-01 | 566.9938242921 |
| 2015-01-01 | 571.4920266592 |
| 2015-02-01 | 569.5636179885 |
| 2015-03-01 | 569.6278487196 |
| 2015-04-01 | 573.3728250635 |
| 2015-05-01 | 576.5377727374 |
| 2015-06-01 | 577.4135902436 |
| 2015-07-01 | 580.6539764790 |
| 2015-08-01 | 581.4377952185 |
| 2015-09-01 | 584.4603032836 |
| 2015-10-01 | 587.6760001431 |
| 2015-11-01 | 589.1058225212 |
| 2015-12-01 | 588.9037729933 |
| 2016-01-01 | 588.4643190900 |
| 2016-02-01 | 588.6351104179 |
| 2016-03-01 | 589.2712128806 |
| 2016-04-01 | 591.7073241206 |
| 2016-05-01 | 589.2236757226 |
| 2016-06-01 | 588.9683510952 |
| 2016-07-01 | 588.1916533268 |
| 2016-08-01 | 589.5905075704 |
| 2016-09-01 | 591.5175261113 |
| 2016-10-01 | 592.3219736725 |
| 2016-11-01 | 593.0423449912 |
| 2016-12-01 | 594.9780988648 |
| 2017-01-01 | 593.2584835932 |
| 2017-02-01 | 595.5722147185 |
| 2017-03-01 | 596.5877731102 |
| 2017-04-01 | 596.0908140276 |
| 2017-05-01 | 596.8202708918 |
| 2017-06-01 | 598.0325997157 |
| 2017-07-01 | 597.3976450638 |
| 2017-08-01 | 597.6232164280 |
| 2017-09-01 | 599.0194950478 |
| 2017-10-01 | 598.1144135497 |
| 2017-11-01 | 596.9286667778 |
| 2017-12-01 | 597.9758530511 |
| 2018-01-01 | 600.6541667750 |
| 2018-02-01 | 602.4175110594 |
| 2018-03-01 | 603.6060216473 |
| 2018-04-01 | 603.9261178419 |
| 2018-05-01 | 604.8249902526 |
| 2018-06-01 | 605.8999305401 |
| 2018-07-01 | 607.5461463865 |
| 2018-08-01 | 609.0169033899 |
| 2018-09-01 | 605.1423060990 |
| 2018-10-01 | 607.7767936029 |
| 2018-11-01 | 609.6468103562 |
| 2018-12-01 | 609.1552704072 |
| 2019-01-01 | 608.8215154581 |
| 2019-02-01 | 609.7878993579 |
| 2019-03-01 | 611.0482541069 |
| 2019-04-01 | 611.7074227757 |
| 2019-05-01 | 611.1452422969 |
| 2019-06-01 | 613.1989463704 |
| 2019-07-01 | 612.2839772669 |
| 2019-08-01 | 612.1426671305 |
| 2019-09-01 | 612.6120872537 |
| 2019-10-01 | 614.4591684353 |
| 2019-11-01 | 615.8286609488 |
| 2019-12-01 | 615.3722649376 |
| 2020-01-01 | 618.5550563981 |
| 2020-02-01 | 616.6045345429 |
| 2020-03-01 | 614.8312566023 |
| 2020-04-01 | 543.5350708113 |
| 2020-05-01 | 544.7090478515 |
| 2020-06-01 | 555.0464724103 |
| 2020-07-01 | 568.4827734495 |
| 2020-08-01 | 575.1365398823 |
| 2020-09-01 | 577.8956185541 |
| 2020-10-01 | 582.9601137561 |
| 2020-11-01 | 583.0076367028 |
| 2020-12-01 | 584.4456804640 |
| 2021-01-01 | 585.3763213295 |
| 2021-02-01 | 583.3960571651 |
| 2021-03-01 | 587.6764543960 |
| 2021-04-01 | 588.0129231719 |
| 2021-05-01 | 589.7272253024 |
| 2021-06-01 | 589.6942905447 |
| 2021-07-01 | 599.7553844549 |
| 2021-08-01 | 599.7824499361 |
| 2021-09-01 | 598.0731595697 |
| 2021-10-01 | 603.5787729281 |
| 2021-11-01 | 604.3958131409 |
| 2021-12-01 | 608.7130391642 |
| 2022-01-01 | 607.6737281042 |
| 2022-02-01 | 611.9225269948 |
| 2022-03-01 | 612.3877546069 |
| 2022-04-01 | 615.9995448074 |
| 2022-05-01 | 615.5644746466 |
| 2022-06-01 | 613.9223550459 |
| 2022-07-01 | 622.0534207091 |
| 2022-08-01 | 624.4688485080 |
| 2022-09-01 | 623.5745048058 |
| 2022-10-01 | 623.9540064873 |
| 2022-11-01 | 624.5500175062 |
| 2022-12-01 | 625.8857679230 |
| 2023-01-01 | 630.8993422034 |
| 2023-02-01 | 632.2742102912 |
| 2023-03-01 | 631.6228050935 |
| 2023-04-01 | 632.0818668071 |
| 2023-05-01 | 633.4907969403 |
| 2023-06-01 | 634.8511778411 |
| 2023-07-01 | 635.5814290693 |
| 2023-08-01 | 636.8168632815 |
| 2023-09-01 | 636.8197121078 |
| 2023-10-01 | 636.3158093785 |
| 2023-11-01 | 638.5911746433 |
| 2023-12-01 | 639.6012086908 |
| 2024-01-01 | 640.6531163961 |
| 2024-02-01 | 641.5913988812 |
| 2024-03-01 | 644.8762910536 |
| 2024-04-01 | 643.7162294864 |
| 2024-05-01 | 645.5595811182 |
| 2024-06-01 | 645.9152513103 |
| 2024-07-01 | 646.6930331264 |
| 2024-08-01 | 645.8130356663 |
| 2024-09-01 | 646.7524267647 |
| 2024-10-01 | 648.6901508665 |
| 2024-11-01 | 648.6330816176 |
| 2024-12-01 | 647.8004580857 |
| 2025-01-01 | 652.0733305304 |
| 2025-02-01 | 651.6355174695 |
| 2025-03-01 | 651.9074268847 |
| 2025-04-01 | 653.0541279041 |
| 2025-05-01 | 653.9343695882 |
| 2025-06-01 | 653.6174573483 |
| 2025-07-01 | 651.9950653889 |
| 2025-08-01 | 653.4402162317 |
| 2025-09-01 | 654.1624800564 |
| 2025-10-01 | 651.9561653639 |
| 2025-11-01 | 651.1709234620 |
| 2025-12-01 | 650.3324950173 |
| 2026-01-01 | 648.9474970868 |
| 2026-02-01 | 647.7888071283 |
| 2026-03-01 | 648.7939058592 |
| 2026-04-01 | 648.9335865627 |
| 2026-05-01 | 648.4168570937 |
| 2026-06-01 | 648.5402477258 |
| 2026-07-01 | 649.1827612959 |
| 2026-08-01 | 648.6096833111 |