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 2026-06-01 |
| Last Updated | 2026-07-22 9:38 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 | 298.900158234614 |
| 1990-02-01 | 299.427264398380 |
| 1990-03-01 | 299.237572484259 |
| 1990-04-01 | 298.975853523682 |
| 1990-05-01 | 298.163558338812 |
| 1990-06-01 | 298.866703378695 |
| 1990-07-01 | 298.510541472334 |
| 1990-08-01 | 299.262592738704 |
| 1990-09-01 | 300.917276775386 |
| 1990-10-01 | 299.479579829074 |
| 1990-11-01 | 300.485176870275 |
| 1990-12-01 | 298.751071424642 |
| 1991-01-01 | 297.862242276650 |
| 1991-02-01 | 297.209090154824 |
| 1991-03-01 | 297.112854550249 |
| 1991-04-01 | 292.766510415292 |
| 1991-05-01 | 293.213974209024 |
| 1991-06-01 | 293.018409666447 |
| 1991-07-01 | 293.617236037322 |
| 1991-08-01 | 294.508330926113 |
| 1991-09-01 | 294.164459343355 |
| 1991-10-01 | 292.900869355236 |
| 1991-11-01 | 293.309644980435 |
| 1991-12-01 | 293.107324664808 |
| 1992-01-01 | 293.971424311619 |
| 1992-02-01 | 293.519091810619 |
| 1992-03-01 | 293.385319294483 |
| 1992-04-01 | 294.146586830991 |
| 1992-05-01 | 295.347822789747 |
| 1992-06-01 | 295.488784965644 |
| 1992-07-01 | 295.605908134628 |
| 1992-08-01 | 295.638516290968 |
| 1992-09-01 | 295.842536641918 |
| 1992-10-01 | 298.884350319467 |
| 1992-11-01 | 298.981592833225 |
| 1992-12-01 | 299.847453291888 |
| 1993-01-01 | 299.757382523171 |
| 1993-02-01 | 301.028497485713 |
| 1993-03-01 | 300.108097800895 |
| 1993-04-01 | 302.674762943195 |
| 1993-05-01 | 302.778892261319 |
| 1993-06-01 | 303.434863857351 |
| 1993-07-01 | 303.724935086932 |
| 1993-08-01 | 305.100479362046 |
| 1993-09-01 | 306.295806508039 |
| 1993-10-01 | 308.128841799420 |
| 1993-11-01 | 308.568793391377 |
| 1993-12-01 | 310.383939532570 |
| 1994-01-01 | 311.193673136007 |
| 1994-02-01 | 312.351802856019 |
| 1994-03-01 | 314.194613129721 |
| 1994-04-01 | 314.339843881809 |
| 1994-05-01 | 315.181960086353 |
| 1994-06-01 | 316.763018144985 |
| 1994-07-01 | 319.308532150255 |
| 1994-08-01 | 319.959293344150 |
| 1994-09-01 | 322.359794086131 |
| 1994-10-01 | 321.475130956243 |
| 1994-11-01 | 322.086249373316 |
| 1994-12-01 | 322.251108036278 |
| 1995-01-01 | 324.233567948780 |
| 1995-02-01 | 324.606455120137 |
| 1995-03-01 | 325.276100167181 |
| 1995-04-01 | 326.029144868420 |
| 1995-05-01 | 326.978296497788 |
| 1995-06-01 | 328.035306373888 |
| 1995-07-01 | 328.660474485760 |
| 1995-08-01 | 330.294024374128 |
| 1995-09-01 | 331.195434659780 |
| 1995-10-01 | 332.265673596655 |
| 1995-11-01 | 333.132100660263 |
| 1995-12-01 | 336.025660911020 |
| 1996-01-01 | 333.928674685036 |
| 1996-02-01 | 336.160011811207 |
| 1996-03-01 | 337.701227164546 |
| 1996-04-01 | 337.799711630979 |
| 1996-05-01 | 338.494612163113 |
| 1996-06-01 | 338.721034423342 |
| 1996-07-01 | 336.011773107010 |
| 1996-08-01 | 338.326446072726 |
| 1996-09-01 | 337.997306085531 |
| 1996-10-01 | 341.559785802877 |
| 1996-11-01 | 343.147497513425 |
| 1996-12-01 | 343.868787643541 |
| 1997-01-01 | 345.428803883408 |
| 1997-02-01 | 346.882494863171 |
| 1997-03-01 | 346.800650050917 |
| 1997-04-01 | 347.834497231347 |
| 1997-05-01 | 348.061255007803 |
| 1997-06-01 | 348.519941061168 |
| 1997-07-01 | 350.781010967391 |
| 1997-08-01 | 351.106666264791 |
| 1997-09-01 | 351.925537779350 |
| 1997-10-01 | 352.273608209073 |
| 1997-11-01 | 352.489672557877 |
| 1997-12-01 | 353.383211871076 |
| 1998-01-01 | 352.724167787676 |
| 1998-02-01 | 352.755642382991 |
| 1998-03-01 | 351.556669530446 |
| 1998-04-01 | 355.353382616195 |
| 1998-05-01 | 356.603601530842 |
| 1998-06-01 | 357.677923400326 |
| 1998-07-01 | 357.147560238130 |
| 1998-08-01 | 358.665076828879 |
| 1998-09-01 | 361.128086517296 |
| 1998-10-01 | 358.579304835798 |
| 1998-11-01 | 359.340583339429 |
| 1998-12-01 | 360.242400960513 |
| 1999-01-01 | 362.271510530330 |
| 1999-02-01 | 365.175356557249 |
| 1999-03-01 | 364.434821400526 |
| 1999-04-01 | 364.956043145987 |
| 1999-05-01 | 365.403856583224 |
| 1999-06-01 | 365.878058174956 |
| 1999-07-01 | 367.448977024013 |
| 1999-08-01 | 368.595071292933 |
| 1999-09-01 | 368.708025295375 |
| 1999-10-01 | 369.946997463922 |
| 1999-11-01 | 371.239738663129 |
| 1999-12-01 | 371.606355144129 |
| 2000-01-01 | 372.942886455092 |
| 2000-02-01 | 374.099837990656 |
| 2000-03-01 | 374.182210301298 |
| 2000-04-01 | 374.985147592798 |
| 2000-05-01 | 375.723606000917 |
| 2000-06-01 | 376.621098247459 |
| 2000-07-01 | 376.763692571883 |
| 2000-08-01 | 376.936679495452 |
| 2000-09-01 | 378.760709483799 |
| 2000-10-01 | 379.217981741968 |
| 2000-11-01 | 379.777172217432 |
| 2000-12-01 | 380.068337980579 |
| 2001-01-01 | 379.775153908150 |
| 2001-02-01 | 379.195172925639 |
| 2001-03-01 | 379.410131313381 |
| 2001-04-01 | 378.680270252780 |
| 2001-05-01 | 378.458201544702 |
| 2001-06-01 | 379.006515993077 |
| 2001-07-01 | 379.510239951550 |
| 2001-08-01 | 379.364033464968 |
| 2001-09-01 | 378.357034542085 |
| 2001-10-01 | 377.696845436479 |
| 2001-11-01 | 377.163965459180 |
| 2001-12-01 | 377.699171849130 |
| 2002-01-01 | 378.408391302293 |
| 2002-02-01 | 379.300806776545 |
| 2002-03-01 | 379.929587405473 |
| 2002-04-01 | 379.070192562674 |
| 2002-05-01 | 379.115261122429 |
| 2002-06-01 | 378.730178041715 |
| 2002-07-01 | 379.021421899931 |
| 2002-08-01 | 378.811207733955 |
| 2002-09-01 | 379.051887667135 |
| 2002-10-01 | 377.541175005303 |
| 2002-11-01 | 378.204025110892 |
| 2002-12-01 | 377.827042005155 |
| 2003-01-01 | 375.816776766846 |
| 2003-02-01 | 374.505202587604 |
| 2003-03-01 | 375.645955835207 |
| 2003-04-01 | 378.744816479431 |
| 2003-05-01 | 379.241427819552 |
| 2003-06-01 | 380.027145589957 |
| 2003-07-01 | 380.803068640133 |
| 2003-08-01 | 382.703297952074 |
| 2003-09-01 | 383.299488376846 |
| 2003-10-01 | 386.000045858948 |
| 2003-11-01 | 386.720155805009 |
| 2003-12-01 | 388.249892996701 |
| 2004-01-01 | 391.710489164412 |
| 2004-02-01 | 392.201423295050 |
| 2004-03-01 | 393.385905247293 |
| 2004-04-01 | 394.292747715601 |
| 2004-05-01 | 394.856719363521 |
| 2004-06-01 | 395.779315613813 |
| 2004-07-01 | 396.121430187305 |
| 2004-08-01 | 396.112720430029 |
| 2004-09-01 | 396.594012939266 |
| 2004-10-01 | 398.028138302963 |
| 2004-11-01 | 398.564436115676 |
| 2004-12-01 | 399.750102576054 |
| 2005-01-01 | 400.034349228023 |
| 2005-02-01 | 401.143190862783 |
| 2005-03-01 | 401.836122075923 |
| 2005-04-01 | 405.103783380227 |
| 2005-05-01 | 405.028199220287 |
| 2005-06-01 | 405.687278968770 |
| 2005-07-01 | 405.565352600359 |
| 2005-08-01 | 405.146767389243 |
| 2005-09-01 | 408.031228927787 |
| 2005-10-01 | 408.816387819276 |
| 2005-11-01 | 409.633049533991 |
| 2005-12-01 | 409.266848376585 |
| 2006-01-01 | 409.747467955804 |
| 2006-02-01 | 408.247079139156 |
| 2006-03-01 | 411.943156950861 |
| 2006-04-01 | 412.087969721644 |
| 2006-05-01 | 414.072436338132 |
| 2006-06-01 | 412.897009627056 |
| 2006-07-01 | 417.807616742068 |
| 2006-08-01 | 417.128037495047 |
| 2006-09-01 | 415.633843451523 |
| 2006-10-01 | 419.719627713353 |
| 2006-11-01 | 421.603388750750 |
| 2006-12-01 | 421.418187562010 |
| 2007-01-01 | 420.779588584835 |
| 2007-02-01 | 422.480514949277 |
| 2007-03-01 | 422.247742183051 |
| 2007-04-01 | 420.459381792771 |
| 2007-05-01 | 422.612679780678 |
| 2007-06-01 | 424.904923175860 |
| 2007-07-01 | 424.721155268750 |
| 2007-08-01 | 425.881796975870 |
| 2007-09-01 | 426.437232942616 |
| 2007-10-01 | 425.460543860080 |
| 2007-11-01 | 425.821242837547 |
| 2007-12-01 | 426.893126044732 |
| 2008-01-01 | 429.175584797154 |
| 2008-02-01 | 429.581170353957 |
| 2008-03-01 | 429.812803117792 |
| 2008-04-01 | 428.913460972485 |
| 2008-05-01 | 427.077747043237 |
| 2008-06-01 | 427.312484992764 |
| 2008-07-01 | 428.743632314503 |
| 2008-08-01 | 429.010479248340 |
| 2008-09-01 | 427.769269893705 |
| 2008-10-01 | 427.689158776136 |
| 2008-11-01 | 426.627090128262 |
| 2008-12-01 | 425.881330859339 |
| 2009-01-01 | 423.230388611770 |
| 2009-02-01 | 420.965414341986 |
| 2009-03-01 | 419.041928637444 |
| 2009-04-01 | 416.554931369761 |
| 2009-05-01 | 416.552395709455 |
| 2009-06-01 | 414.857628012569 |
| 2009-07-01 | 412.556427061021 |
| 2009-08-01 | 411.042683296168 |
| 2009-09-01 | 411.461917744517 |
| 2009-10-01 | 410.808435934138 |
| 2009-11-01 | 410.724104483590 |
| 2009-12-01 | 410.461103358839 |
| 2010-01-01 | 411.109106814614 |
| 2010-02-01 | 408.916805039161 |
| 2010-03-01 | 411.842127253602 |
| 2010-04-01 | 413.661938261744 |
| 2010-05-01 | 416.140626517759 |
| 2010-06-01 | 415.648150103681 |
| 2010-07-01 | 415.579633054074 |
| 2010-08-01 | 414.990190291396 |
| 2010-09-01 | 414.875131494353 |
| 2010-10-01 | 415.121721213254 |
| 2010-11-01 | 415.004932142335 |
| 2010-12-01 | 415.657182145914 |
| 2011-01-01 | 418.209431744888 |
| 2011-02-01 | 419.559513703674 |
| 2011-03-01 | 421.019956229062 |
| 2011-04-01 | 422.690495201046 |
| 2011-05-01 | 422.960955110702 |
| 2011-06-01 | 422.946417495217 |
| 2011-07-01 | 426.874812463727 |
| 2011-08-01 | 425.739952705058 |
| 2011-09-01 | 426.866816251303 |
| 2011-10-01 | 427.996862911363 |
| 2011-11-01 | 429.389170058434 |
| 2011-12-01 | 428.484192965291 |
| 2012-01-01 | 429.595668469493 |
| 2012-02-01 | 430.798444097766 |
| 2012-03-01 | 432.084225032132 |
| 2012-04-01 | 433.403452265895 |
| 2012-05-01 | 434.604473535450 |
| 2012-06-01 | 436.580020818970 |
| 2012-07-01 | 436.862890648384 |
| 2012-08-01 | 438.843197539625 |
| 2012-09-01 | 439.973260488085 |
| 2012-10-01 | 440.999483597144 |
| 2012-11-01 | 440.740086036187 |
| 2012-12-01 | 442.498443592704 |
| 2013-01-01 | 441.025911509294 |
| 2013-02-01 | 442.392249874663 |
| 2013-03-01 | 443.846035372376 |
| 2013-04-01 | 442.824628439570 |
| 2013-05-01 | 442.736748071214 |
| 2013-06-01 | 443.487602874780 |
| 2013-07-01 | 446.141309858899 |
| 2013-08-01 | 447.411241059833 |
| 2013-09-01 | 447.760906787328 |
| 2013-10-01 | 446.549870471464 |
| 2013-11-01 | 451.815595960972 |
| 2013-12-01 | 450.587583781361 |
| 2014-01-01 | 451.776288374841 |
| 2014-02-01 | 449.792914917737 |
| 2014-03-01 | 452.289138926262 |
| 2014-04-01 | 454.193205694483 |
| 2014-05-01 | 455.992542650379 |
| 2014-06-01 | 456.347294407727 |
| 2014-07-01 | 455.532658754981 |
| 2014-08-01 | 455.691847197133 |
| 2014-09-01 | 455.281508706410 |
| 2014-10-01 | 455.618717638031 |
| 2014-11-01 | 457.505713920514 |
| 2014-12-01 | 458.204329745652 |
| 2015-01-01 | 462.462541369833 |
| 2015-02-01 | 461.576458131227 |
| 2015-03-01 | 462.783056095054 |
| 2015-04-01 | 465.574746162367 |
| 2015-05-01 | 468.043622606958 |
| 2015-06-01 | 469.253385563883 |
| 2015-07-01 | 472.769554123946 |
| 2015-08-01 | 473.868815718579 |
| 2015-09-01 | 476.587773635581 |
| 2015-10-01 | 478.622435559335 |
| 2015-11-01 | 479.917512737930 |
| 2015-12-01 | 480.252944768532 |
| 2016-01-01 | 479.872742154391 |
| 2016-02-01 | 479.601214279533 |
| 2016-03-01 | 479.827236325614 |
| 2016-04-01 | 481.644472539283 |
| 2016-05-01 | 479.612889475169 |
| 2016-06-01 | 479.713684147394 |
| 2016-07-01 | 479.288642607879 |
| 2016-08-01 | 480.871284740248 |
| 2016-09-01 | 482.229424159203 |
| 2016-10-01 | 482.856777084679 |
| 2016-11-01 | 483.235417903296 |
| 2016-12-01 | 484.943880278756 |
| 2017-01-01 | 484.131903566358 |
| 2017-02-01 | 486.012427643139 |
| 2017-03-01 | 487.040090184302 |
| 2017-04-01 | 486.642535375443 |
| 2017-05-01 | 487.654060043374 |
| 2017-06-01 | 488.632185629211 |
| 2017-07-01 | 488.109215646942 |
| 2017-08-01 | 488.752533750470 |
| 2017-09-01 | 489.812559461297 |
| 2017-10-01 | 488.863511567460 |
| 2017-11-01 | 487.310524195873 |
| 2017-12-01 | 488.957604293102 |
| 2018-01-01 | 491.287345085939 |
| 2018-02-01 | 492.795024237903 |
| 2018-03-01 | 493.776066764502 |
| 2018-04-01 | 494.439452324408 |
| 2018-05-01 | 494.900240708996 |
| 2018-06-01 | 495.897870275734 |
| 2018-07-01 | 497.198840048474 |
| 2018-08-01 | 497.581741991314 |
| 2018-09-01 | 495.535588553016 |
| 2018-10-01 | 497.453046528665 |
| 2018-11-01 | 498.287628713563 |
| 2018-12-01 | 498.609989136540 |
| 2019-01-01 | 498.102872419717 |
| 2019-02-01 | 498.782781627522 |
| 2019-03-01 | 499.597614893083 |
| 2019-04-01 | 500.927706086294 |
| 2019-05-01 | 500.169134452862 |
| 2019-06-01 | 501.509725957353 |
| 2019-07-01 | 501.266314753612 |
| 2019-08-01 | 501.657727413233 |
| 2019-09-01 | 501.535878114657 |
| 2019-10-01 | 502.369769785713 |
| 2019-11-01 | 503.250597462363 |
| 2019-12-01 | 503.416364222186 |
| 2020-01-01 | 506.366098312509 |
| 2020-02-01 | 504.901071086606 |
| 2020-03-01 | 502.121875221657 |
| 2020-04-01 | 435.069132064486 |
| 2020-05-01 | 438.291158752225 |
| 2020-06-01 | 449.560004042087 |
| 2020-07-01 | 462.904089871856 |
| 2020-08-01 | 467.093097948665 |
| 2020-09-01 | 471.370080682337 |
| 2020-10-01 | 475.671435506153 |
| 2020-11-01 | 476.204811937697 |
| 2020-12-01 | 477.718091477725 |
| 2021-01-01 | 479.460884628481 |
| 2021-02-01 | 477.830468745127 |
| 2021-03-01 | 481.073542330781 |
| 2021-04-01 | 481.436860111883 |
| 2021-05-01 | 482.895297944068 |
| 2021-06-01 | 483.879313203708 |
| 2021-07-01 | 492.038305554982 |
| 2021-08-01 | 492.939360752766 |
| 2021-09-01 | 492.263971078570 |
| 2021-10-01 | 496.979808365582 |
| 2021-11-01 | 498.533791590251 |
| 2021-12-01 | 500.715464408203 |
| 2022-01-01 | 500.751771296847 |
| 2022-02-01 | 505.234010331543 |
| 2022-03-01 | 505.826617551290 |
| 2022-04-01 | 509.563150456061 |
| 2022-05-01 | 508.218288932817 |
| 2022-06-01 | 507.110108793135 |
| 2022-07-01 | 513.312430450194 |
| 2022-08-01 | 515.018668190524 |
| 2022-09-01 | 515.002129630479 |
| 2022-10-01 | 515.328192514182 |
| 2022-11-01 | 515.835340753280 |
| 2022-12-01 | 517.389167802965 |
| 2023-01-01 | 521.861782776236 |
| 2023-02-01 | 522.721582058599 |
| 2023-03-01 | 522.509527947783 |
| 2023-04-01 | 522.625260989193 |
| 2023-05-01 | 523.413685723007 |
| 2023-06-01 | 524.236513060304 |
| 2023-07-01 | 524.342875779786 |
| 2023-08-01 | 524.891199279540 |
| 2023-09-01 | 525.222206081593 |
| 2023-10-01 | 524.826478149287 |
| 2023-11-01 | 526.417547957811 |
| 2023-12-01 | 527.461544310304 |
| 2024-01-01 | 527.960267668404 |
| 2024-02-01 | 528.569321646335 |
| 2024-03-01 | 529.981038582859 |
| 2024-04-01 | 530.621406884271 |
| 2024-05-01 | 531.496911603194 |
| 2024-06-01 | 530.881452156534 |
| 2024-07-01 | 532.307609701562 |
| 2024-08-01 | 531.579084306484 |
| 2024-09-01 | 532.256849197700 |
| 2024-10-01 | 533.562227918624 |
| 2024-11-01 | 533.058049355004 |
| 2024-12-01 | 532.533480299515 |
| 2025-01-01 | 535.760418285143 |
| 2025-02-01 | 535.993062535553 |
| 2025-03-01 | 536.587085286522 |
| 2025-04-01 | 537.363812586055 |
| 2025-05-01 | 538.266424925394 |
| 2025-06-01 | 537.837625358610 |
| 2025-07-01 | 535.970126446080 |
| 2025-08-01 | 536.951170395541 |
| 2025-09-01 | 537.275794774958 |
| 2025-10-01 | 535.910142910501 |
| 2025-11-01 | 535.775257559683 |
| 2025-12-01 | 534.720508131247 |
| 2026-01-01 | 533.371339065824 |
| 2026-02-01 | 532.493547990406 |
| 2026-03-01 | 533.488322033069 |
| 2026-04-01 | 533.350116576965 |
| 2026-05-01 | 533.207703384309 |
| 2026-06-01 | 534.581936214525 |