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 2026-05-01 |
| 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 | 298.900218818478 |
| 1990-02-01 | 299.427332362792 |
| 1990-03-01 | 299.237656947046 |
| 1990-04-01 | 298.975775689799 |
| 1990-05-01 | 298.163497601449 |
| 1990-06-01 | 298.866657775816 |
| 1990-07-01 | 298.510510800700 |
| 1990-08-01 | 299.262549227593 |
| 1990-09-01 | 300.917291475111 |
| 1990-10-01 | 299.479582247970 |
| 1990-11-01 | 300.485194545375 |
| 1990-12-01 | 298.751095787315 |
| 1991-01-01 | 297.862291875412 |
| 1991-02-01 | 297.209148183991 |
| 1991-03-01 | 297.112936312160 |
| 1991-04-01 | 292.766439565929 |
| 1991-05-01 | 293.213919446749 |
| 1991-06-01 | 293.018369593695 |
| 1991-07-01 | 293.617210386740 |
| 1991-08-01 | 294.508294687491 |
| 1991-09-01 | 294.164475152959 |
| 1991-10-01 | 292.900871436041 |
| 1991-11-01 | 293.309660306045 |
| 1991-12-01 | 293.107344954209 |
| 1992-01-01 | 293.971457902819 |
| 1992-02-01 | 293.519129217511 |
| 1992-03-01 | 293.385386872915 |
| 1992-04-01 | 294.146538291022 |
| 1992-05-01 | 295.347781267838 |
| 1992-06-01 | 295.488752564018 |
| 1992-07-01 | 295.605887170705 |
| 1992-08-01 | 295.638492357125 |
| 1992-09-01 | 295.842552509985 |
| 1992-10-01 | 298.884348259732 |
| 1992-11-01 | 298.981604033515 |
| 1992-12-01 | 299.847467366452 |
| 1993-01-01 | 299.757398436920 |
| 1993-02-01 | 301.028514154622 |
| 1993-03-01 | 300.108158271547 |
| 1993-04-01 | 302.674731821948 |
| 1993-05-01 | 302.778864782923 |
| 1993-06-01 | 303.434842554432 |
| 1993-07-01 | 303.724921214514 |
| 1993-08-01 | 305.100465141084 |
| 1993-09-01 | 306.295818353352 |
| 1993-10-01 | 308.128839500160 |
| 1993-11-01 | 308.568798235545 |
| 1993-12-01 | 310.383945600397 |
| 1994-01-01 | 311.193680791609 |
| 1994-02-01 | 312.351803718017 |
| 1994-03-01 | 314.194655063754 |
| 1994-04-01 | 314.339833366253 |
| 1994-05-01 | 315.181946761216 |
| 1994-06-01 | 316.763005454410 |
| 1994-07-01 | 319.308522002057 |
| 1994-08-01 | 319.959286457660 |
| 1994-09-01 | 322.359802457183 |
| 1994-10-01 | 321.475126894243 |
| 1994-11-01 | 322.086249373087 |
| 1994-12-01 | 322.251109046914 |
| 1995-01-01 | 324.233573385098 |
| 1995-02-01 | 324.606452981601 |
| 1995-03-01 | 325.276126279635 |
| 1995-04-01 | 326.029140127076 |
| 1995-05-01 | 326.978290630641 |
| 1995-06-01 | 328.035300454257 |
| 1995-07-01 | 328.660468837990 |
| 1995-08-01 | 330.294020012309 |
| 1995-09-01 | 331.195438436799 |
| 1995-10-01 | 332.265672142255 |
| 1995-11-01 | 333.132098619201 |
| 1995-12-01 | 336.025659995163 |
| 1996-01-01 | 333.928682372601 |
| 1996-02-01 | 336.160009995242 |
| 1996-03-01 | 337.701236850080 |
| 1996-04-01 | 337.799710516561 |
| 1996-05-01 | 338.494610193166 |
| 1996-06-01 | 338.721031537496 |
| 1996-07-01 | 336.011769629456 |
| 1996-08-01 | 338.326443653057 |
| 1996-09-01 | 337.997308614642 |
| 1996-10-01 | 341.559784744642 |
| 1996-11-01 | 343.147496175809 |
| 1996-12-01 | 343.868787464351 |
| 1997-01-01 | 345.428810132208 |
| 1997-02-01 | 346.882494795530 |
| 1997-03-01 | 346.800650603967 |
| 1997-04-01 | 347.834497451573 |
| 1997-05-01 | 348.061254228883 |
| 1997-06-01 | 348.519939471556 |
| 1997-07-01 | 350.781009136910 |
| 1997-08-01 | 351.106665586298 |
| 1997-09-01 | 351.925538513729 |
| 1997-10-01 | 352.273608060285 |
| 1997-11-01 | 352.489672329269 |
| 1997-12-01 | 353.383212126331 |
| 1998-01-01 | 352.724171113632 |
| 1998-02-01 | 352.755642112005 |
| 1998-03-01 | 351.556669402901 |
| 1998-04-01 | 355.353382210017 |
| 1998-05-01 | 356.603600923229 |
| 1998-06-01 | 357.677922694788 |
| 1998-07-01 | 357.147559554269 |
| 1998-08-01 | 358.665076662920 |
| 1998-09-01 | 361.128087123181 |
| 1998-10-01 | 358.579304839565 |
| 1998-11-01 | 359.340583534541 |
| 1998-12-01 | 360.242401318546 |
| 1999-01-01 | 362.271510891310 |
| 1999-02-01 | 365.175356755334 |
| 1999-03-01 | 364.434821410781 |
| 1999-04-01 | 364.956042845768 |
| 1999-05-01 | 365.403856251924 |
| 1999-06-01 | 365.878057964261 |
| 1999-07-01 | 367.448976911387 |
| 1999-08-01 | 368.595071270915 |
| 1999-09-01 | 368.708025509457 |
| 1999-10-01 | 369.946997520644 |
| 1999-11-01 | 371.239738725225 |
| 1999-12-01 | 371.606355214533 |
| 2000-01-01 | 372.942886523194 |
| 2000-02-01 | 374.099838034900 |
| 2000-03-01 | 374.182210315188 |
| 2000-04-01 | 374.985147499357 |
| 2000-05-01 | 375.723605901789 |
| 2000-06-01 | 376.621098184205 |
| 2000-07-01 | 376.763692542690 |
| 2000-08-01 | 376.936679493938 |
| 2000-09-01 | 378.760709603860 |
| 2000-10-01 | 379.217981772347 |
| 2000-11-01 | 379.777172224416 |
| 2000-12-01 | 380.068337967048 |
| 2001-01-01 | 379.775153888913 |
| 2001-02-01 | 379.195172918092 |
| 2001-03-01 | 379.410131307198 |
| 2001-04-01 | 378.680270251075 |
| 2001-05-01 | 378.458201543626 |
| 2001-06-01 | 379.006515990057 |
| 2001-07-01 | 379.510239951241 |
| 2001-08-01 | 379.364033466114 |
| 2001-09-01 | 378.357034551166 |
| 2001-10-01 | 377.696845445308 |
| 2001-11-01 | 377.163965460706 |
| 2001-12-01 | 377.699171845767 |
| 2002-01-01 | 378.408391298460 |
| 2002-02-01 | 379.300806773478 |
| 2002-03-01 | 379.929587405636 |
| 2002-04-01 | 379.070192557863 |
| 2002-05-01 | 379.115261121961 |
| 2002-06-01 | 378.730178040580 |
| 2002-07-01 | 379.021421899527 |
| 2002-08-01 | 378.811207735395 |
| 2002-09-01 | 379.051887669996 |
| 2002-10-01 | 377.541175011333 |
| 2002-11-01 | 378.204025113582 |
| 2002-12-01 | 377.827042005974 |
| 2003-01-01 | 375.816776766382 |
| 2003-02-01 | 374.505202583955 |
| 2003-03-01 | 375.645955834664 |
| 2003-04-01 | 378.744816468279 |
| 2003-05-01 | 379.241427819782 |
| 2003-06-01 | 380.027145589959 |
| 2003-07-01 | 380.803068639350 |
| 2003-08-01 | 382.703297955906 |
| 2003-09-01 | 383.299488378648 |
| 2003-10-01 | 386.000045864495 |
| 2003-11-01 | 386.720155810266 |
| 2003-12-01 | 388.249893002399 |
| 2004-01-01 | 391.710489169061 |
| 2004-02-01 | 392.201423283365 |
| 2004-03-01 | 393.385905246695 |
| 2004-04-01 | 394.292747701261 |
| 2004-05-01 | 394.856719359418 |
| 2004-06-01 | 395.779315606021 |
| 2004-07-01 | 396.121430191008 |
| 2004-08-01 | 396.112720436216 |
| 2004-09-01 | 396.594012940390 |
| 2004-10-01 | 398.028138305199 |
| 2004-11-01 | 398.564436141787 |
| 2004-12-01 | 399.750102582409 |
| 2005-01-01 | 400.034349236681 |
| 2005-02-01 | 401.143190844546 |
| 2005-03-01 | 401.836122076110 |
| 2005-04-01 | 405.103783348945 |
| 2005-05-01 | 405.028199208797 |
| 2005-06-01 | 405.687278951945 |
| 2005-07-01 | 405.565352612625 |
| 2005-08-01 | 405.146767409614 |
| 2005-09-01 | 408.031228946399 |
| 2005-10-01 | 408.816387831916 |
| 2005-11-01 | 409.633049585246 |
| 2005-12-01 | 409.266848369233 |
| 2006-01-01 | 409.747467925486 |
| 2006-02-01 | 408.247079047934 |
| 2006-03-01 | 411.943156902865 |
| 2006-04-01 | 412.087969690740 |
| 2006-05-01 | 414.072436311509 |
| 2006-06-01 | 412.897009729664 |
| 2006-07-01 | 417.807616906617 |
| 2006-08-01 | 417.128037634894 |
| 2006-09-01 | 415.633843522645 |
| 2006-10-01 | 419.719627677047 |
| 2006-11-01 | 421.603388682571 |
| 2006-12-01 | 421.418187341558 |
| 2007-01-01 | 420.779588333405 |
| 2007-02-01 | 422.480514669828 |
| 2007-03-01 | 422.247742027245 |
| 2007-04-01 | 420.459381805715 |
| 2007-05-01 | 422.612679914806 |
| 2007-06-01 | 424.904923704128 |
| 2007-07-01 | 424.721155928416 |
| 2007-08-01 | 425.881797632546 |
| 2007-09-01 | 426.437233278856 |
| 2007-10-01 | 425.460543619112 |
| 2007-11-01 | 425.821242089558 |
| 2007-12-01 | 426.893124870586 |
| 2008-01-01 | 429.175583736622 |
| 2008-02-01 | 429.581169824200 |
| 2008-03-01 | 429.812802954747 |
| 2008-04-01 | 428.913460968061 |
| 2008-05-01 | 427.077747692995 |
| 2008-06-01 | 427.312487714943 |
| 2008-07-01 | 428.743633351260 |
| 2008-08-01 | 429.010480654409 |
| 2008-09-01 | 427.769271062671 |
| 2008-10-01 | 427.689158889719 |
| 2008-11-01 | 426.627086836282 |
| 2008-12-01 | 425.881326357079 |
| 2009-01-01 | 423.230386672252 |
| 2009-02-01 | 420.965413169858 |
| 2009-03-01 | 419.041928093908 |
| 2009-04-01 | 416.554933085643 |
| 2009-05-01 | 416.552397449497 |
| 2009-06-01 | 414.857634304463 |
| 2009-07-01 | 412.556430292755 |
| 2009-08-01 | 411.042686300334 |
| 2009-09-01 | 411.461919087790 |
| 2009-10-01 | 410.808435854014 |
| 2009-11-01 | 410.724099593521 |
| 2009-12-01 | 410.461084991519 |
| 2010-01-01 | 411.109106097618 |
| 2010-02-01 | 408.916804550964 |
| 2010-03-01 | 411.842127205901 |
| 2010-04-01 | 413.661943657815 |
| 2010-05-01 | 416.140633053585 |
| 2010-06-01 | 415.648163777804 |
| 2010-07-01 | 415.579640489547 |
| 2010-08-01 | 414.990193615243 |
| 2010-09-01 | 414.875126939140 |
| 2010-10-01 | 415.121713641073 |
| 2010-11-01 | 415.004921714583 |
| 2010-12-01 | 415.657150757107 |
| 2011-01-01 | 418.209439817812 |
| 2011-02-01 | 419.559516465942 |
| 2011-03-01 | 421.019956543933 |
| 2011-04-01 | 422.690503529422 |
| 2011-05-01 | 422.960969701255 |
| 2011-06-01 | 422.946441621766 |
| 2011-07-01 | 426.874830905123 |
| 2011-08-01 | 425.739968028612 |
| 2011-09-01 | 426.866821220861 |
| 2011-10-01 | 427.996804666891 |
| 2011-11-01 | 429.389116854462 |
| 2011-12-01 | 428.484157498630 |
| 2012-01-01 | 429.595691387001 |
| 2012-02-01 | 430.798430229675 |
| 2012-03-01 | 432.084242838320 |
| 2012-04-01 | 433.403497873407 |
| 2012-05-01 | 434.604526586597 |
| 2012-06-01 | 436.580076816021 |
| 2012-07-01 | 436.862924495237 |
| 2012-08-01 | 438.843215043865 |
| 2012-09-01 | 439.973264444669 |
| 2012-10-01 | 440.999338681732 |
| 2012-11-01 | 440.739922794323 |
| 2012-12-01 | 442.498324656390 |
| 2013-01-01 | 441.026079941353 |
| 2013-02-01 | 442.392154911603 |
| 2013-03-01 | 443.846072603969 |
| 2013-04-01 | 442.824764308758 |
| 2013-05-01 | 442.736906282511 |
| 2013-06-01 | 443.487734620523 |
| 2013-07-01 | 446.141393600086 |
| 2013-08-01 | 447.411284231841 |
| 2013-09-01 | 447.760911435919 |
| 2013-10-01 | 446.549556332066 |
| 2013-11-01 | 451.815185765533 |
| 2013-12-01 | 450.587328315365 |
| 2014-01-01 | 451.776542365513 |
| 2014-02-01 | 449.792569667066 |
| 2014-03-01 | 452.288927286779 |
| 2014-04-01 | 454.194562393180 |
| 2014-05-01 | 455.992518458118 |
| 2014-06-01 | 456.347301828200 |
| 2014-07-01 | 455.533256678645 |
| 2014-08-01 | 455.691736015480 |
| 2014-09-01 | 455.281246234750 |
| 2014-10-01 | 455.618119879146 |
| 2014-11-01 | 457.504990169436 |
| 2014-12-01 | 458.203767264055 |
| 2015-01-01 | 462.463005788379 |
| 2015-02-01 | 461.575926218492 |
| 2015-03-01 | 462.782640598201 |
| 2015-04-01 | 465.577386714048 |
| 2015-05-01 | 468.043475501886 |
| 2015-06-01 | 469.253346009446 |
| 2015-07-01 | 472.770681889418 |
| 2015-08-01 | 473.868557698303 |
| 2015-09-01 | 476.587345426099 |
| 2015-10-01 | 478.622134865273 |
| 2015-11-01 | 479.915246709617 |
| 2015-12-01 | 480.252784888621 |
| 2016-01-01 | 479.873299537195 |
| 2016-02-01 | 479.600349583569 |
| 2016-03-01 | 479.826257292053 |
| 2016-04-01 | 481.648209628278 |
| 2016-05-01 | 479.612252096771 |
| 2016-06-01 | 479.713402177943 |
| 2016-07-01 | 479.290706557811 |
| 2016-08-01 | 480.871975494702 |
| 2016-09-01 | 482.227316334199 |
| 2016-10-01 | 482.858530172043 |
| 2016-11-01 | 483.232838103636 |
| 2016-12-01 | 484.944322551026 |
| 2017-01-01 | 484.132059718592 |
| 2017-02-01 | 486.010715052822 |
| 2017-03-01 | 487.038101173554 |
| 2017-04-01 | 486.643989340869 |
| 2017-05-01 | 487.653026741810 |
| 2017-06-01 | 488.631786332261 |
| 2017-07-01 | 488.111588350628 |
| 2017-08-01 | 488.755552754558 |
| 2017-09-01 | 489.810511340298 |
| 2017-10-01 | 488.869412517394 |
| 2017-11-01 | 487.309751829665 |
| 2017-12-01 | 488.961012202041 |
| 2018-01-01 | 491.281212917546 |
| 2018-02-01 | 492.794338905720 |
| 2018-03-01 | 493.768581518251 |
| 2018-04-01 | 494.437738662674 |
| 2018-05-01 | 494.895683266594 |
| 2018-06-01 | 495.899119241061 |
| 2018-07-01 | 497.204235846659 |
| 2018-08-01 | 497.585824529388 |
| 2018-09-01 | 495.530726190050 |
| 2018-10-01 | 497.475277849688 |
| 2018-11-01 | 498.288202331678 |
| 2018-12-01 | 498.613485763445 |
| 2019-01-01 | 498.089880108321 |
| 2019-02-01 | 498.780267655514 |
| 2019-03-01 | 499.583816851313 |
| 2019-04-01 | 500.921817943976 |
| 2019-05-01 | 500.161299867881 |
| 2019-06-01 | 501.512900208090 |
| 2019-07-01 | 501.273472235273 |
| 2019-08-01 | 501.659580689804 |
| 2019-09-01 | 501.539187874616 |
| 2019-10-01 | 502.404558674194 |
| 2019-11-01 | 503.250433368112 |
| 2019-12-01 | 503.419537782991 |
| 2020-01-01 | 506.346563912312 |
| 2020-02-01 | 504.897515907001 |
| 2020-03-01 | 502.103727717917 |
| 2020-04-01 | 435.058624234898 |
| 2020-05-01 | 438.283002903442 |
| 2020-06-01 | 449.565543853408 |
| 2020-07-01 | 462.912646904188 |
| 2020-08-01 | 467.091347238482 |
| 2020-09-01 | 471.379518684253 |
| 2020-10-01 | 475.713433165424 |
| 2020-11-01 | 476.199800467361 |
| 2020-12-01 | 477.715230792731 |
| 2021-01-01 | 479.450897141182 |
| 2021-02-01 | 477.820145213162 |
| 2021-03-01 | 481.059077458197 |
| 2021-04-01 | 481.419880460716 |
| 2021-05-01 | 482.890201471625 |
| 2021-06-01 | 483.884214885021 |
| 2021-07-01 | 492.044564156420 |
| 2021-08-01 | 492.937287626958 |
| 2021-09-01 | 492.286760169906 |
| 2021-10-01 | 497.009003850417 |
| 2021-11-01 | 498.530086434601 |
| 2021-12-01 | 500.711869678694 |
| 2022-01-01 | 500.751396967819 |
| 2022-02-01 | 505.220365286433 |
| 2022-03-01 | 505.812194211484 |
| 2022-04-01 | 509.536440876163 |
| 2022-05-01 | 508.213641875526 |
| 2022-06-01 | 507.114417971389 |
| 2022-07-01 | 513.320907248282 |
| 2022-08-01 | 515.024003510486 |
| 2022-09-01 | 515.025866507263 |
| 2022-10-01 | 515.350525372906 |
| 2022-11-01 | 515.839104229759 |
| 2022-12-01 | 517.386223350509 |
| 2023-01-01 | 521.873974983694 |
| 2023-02-01 | 522.700209048345 |
| 2023-03-01 | 522.483034127675 |
| 2023-04-01 | 522.585975698950 |
| 2023-05-01 | 523.397590779448 |
| 2023-06-01 | 524.235419230319 |
| 2023-07-01 | 524.370959279885 |
| 2023-08-01 | 524.910159681311 |
| 2023-09-01 | 525.250878256624 |
| 2023-10-01 | 524.846578509738 |
| 2023-11-01 | 526.440797070297 |
| 2023-12-01 | 527.471653497062 |
| 2024-01-01 | 527.970132265655 |
| 2024-02-01 | 528.542402454059 |
| 2024-03-01 | 529.933333141153 |
| 2024-04-01 | 530.553531821628 |
| 2024-05-01 | 531.385064142343 |
| 2024-06-01 | 530.931203301657 |
| 2024-07-01 | 532.384950845769 |
| 2024-08-01 | 531.619096275002 |
| 2024-09-01 | 532.291536490463 |
| 2024-10-01 | 533.598325281283 |
| 2024-11-01 | 533.098908223117 |
| 2024-12-01 | 532.552791052770 |
| 2025-01-01 | 535.763418890350 |
| 2025-02-01 | 535.951504849130 |
| 2025-03-01 | 536.511160863384 |
| 2025-04-01 | 537.255407387467 |
| 2025-05-01 | 538.018779955234 |
| 2025-06-01 | 537.991456444164 |
| 2025-07-01 | 536.105524763060 |
| 2025-08-01 | 537.008791646190 |
| 2025-09-01 | 537.320859586311 |
| 2025-10-01 | 535.957070756900 |
| 2025-11-01 | 535.827225404016 |
| 2025-12-01 | 534.749899931529 |
| 2026-01-01 | 533.365747324701 |
| 2026-02-01 | 532.444426187545 |
| 2026-03-01 | 533.399764875978 |
| 2026-04-01 | 533.209587789902 |
| 2026-05-01 | 533.206274832772 |