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 2026-09-01 |
| Last Updated | 2026-10-20 10:49 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 | 298.9005970022 |
| 1990-02-01 | 299.4277566175 |
| 1990-03-01 | 299.2381841840 |
| 1990-04-01 | 298.9752898633 |
| 1990-05-01 | 298.1631184910 |
| 1990-06-01 | 298.8663731363 |
| 1990-07-01 | 298.5103193641 |
| 1990-08-01 | 299.2622775692 |
| 1990-09-01 | 300.9173832292 |
| 1990-10-01 | 299.4795973104 |
| 1990-11-01 | 300.4853048522 |
| 1990-12-01 | 298.7512478720 |
| 1991-01-01 | 297.8626014889 |
| 1991-02-01 | 297.2095104219 |
| 1991-03-01 | 297.1134466924 |
| 1991-04-01 | 292.7659973362 |
| 1991-05-01 | 293.2135776319 |
| 1991-06-01 | 293.0181194705 |
| 1991-07-01 | 293.6170502887 |
| 1991-08-01 | 294.5080684306 |
| 1991-09-01 | 294.1645738472 |
| 1991-10-01 | 292.9008843681 |
| 1991-11-01 | 293.3097559587 |
| 1991-12-01 | 293.1074716113 |
| 1992-01-01 | 293.9716675916 |
| 1992-02-01 | 293.5193627234 |
| 1992-03-01 | 293.3858087396 |
| 1992-04-01 | 294.1462353109 |
| 1992-05-01 | 295.3475220947 |
| 1992-06-01 | 295.4885503178 |
| 1992-07-01 | 295.6057563191 |
| 1992-08-01 | 295.6383429273 |
| 1992-09-01 | 295.8426515775 |
| 1992-10-01 | 298.8843353240 |
| 1992-11-01 | 298.9816739477 |
| 1992-12-01 | 299.8475552292 |
| 1993-01-01 | 299.7574977760 |
| 1993-02-01 | 301.0286182058 |
| 1993-03-01 | 300.1085357937 |
| 1993-04-01 | 302.6745375630 |
| 1993-05-01 | 302.7786932623 |
| 1993-06-01 | 303.4347095814 |
| 1993-07-01 | 303.7248346230 |
| 1993-08-01 | 305.1003763522 |
| 1993-09-01 | 306.2958923028 |
| 1993-10-01 | 308.1288250875 |
| 1993-11-01 | 308.5688284758 |
| 1993-12-01 | 310.3839834784 |
| 1994-01-01 | 311.1937285775 |
| 1994-02-01 | 312.3518090944 |
| 1994-03-01 | 314.1949168969 |
| 1994-04-01 | 314.3397677208 |
| 1994-05-01 | 315.1818635794 |
| 1994-06-01 | 316.7629262351 |
| 1994-07-01 | 319.3084586518 |
| 1994-08-01 | 319.9592434653 |
| 1994-09-01 | 322.3598547083 |
| 1994-10-01 | 321.4751015048 |
| 1994-11-01 | 322.0862493714 |
| 1994-12-01 | 322.2511153551 |
| 1995-01-01 | 324.2336073183 |
| 1995-02-01 | 324.6064396318 |
| 1995-03-01 | 325.2762893308 |
| 1995-04-01 | 326.0291105276 |
| 1995-05-01 | 326.9782540023 |
| 1995-06-01 | 328.0352634989 |
| 1995-07-01 | 328.6604335795 |
| 1995-08-01 | 330.2939927793 |
| 1995-09-01 | 331.1954620054 |
| 1995-10-01 | 332.2656630591 |
| 1995-11-01 | 333.1320858751 |
| 1995-12-01 | 336.0256542750 |
| 1996-01-01 | 333.9287303606 |
| 1996-02-01 | 336.1599986609 |
| 1996-03-01 | 337.7012973364 |
| 1996-04-01 | 337.7997035592 |
| 1996-05-01 | 338.4945978940 |
| 1996-06-01 | 338.7210135201 |
| 1996-07-01 | 336.0117479186 |
| 1996-08-01 | 338.3264285455 |
| 1996-09-01 | 337.9973243981 |
| 1996-10-01 | 341.5597781381 |
| 1996-11-01 | 343.1474878252 |
| 1996-12-01 | 343.8687863444 |
| 1997-01-01 | 345.4288491405 |
| 1997-02-01 | 346.8824943766 |
| 1997-03-01 | 346.8006540600 |
| 1997-04-01 | 347.8344988287 |
| 1997-05-01 | 348.0612493669 |
| 1997-06-01 | 348.5199295471 |
| 1997-07-01 | 350.7809977086 |
| 1997-08-01 | 351.1066613495 |
| 1997-09-01 | 351.9255430969 |
| 1997-10-01 | 352.2736071313 |
| 1997-11-01 | 352.4896709023 |
| 1997-12-01 | 353.3832137192 |
| 1998-01-01 | 352.7241918761 |
| 1998-02-01 | 352.7556404211 |
| 1998-03-01 | 351.5566686077 |
| 1998-04-01 | 355.3533796751 |
| 1998-05-01 | 356.6035971304 |
| 1998-06-01 | 357.6779182902 |
| 1998-07-01 | 357.1475552850 |
| 1998-08-01 | 358.6650756266 |
| 1998-09-01 | 361.1280909050 |
| 1998-10-01 | 358.5793048631 |
| 1998-11-01 | 359.3405847526 |
| 1998-12-01 | 360.2424035536 |
| 1999-01-01 | 362.2715131447 |
| 1999-02-01 | 365.1753579919 |
| 1999-03-01 | 364.4348214750 |
| 1999-04-01 | 364.9560409717 |
| 1999-05-01 | 365.4038541838 |
| 1999-06-01 | 365.8780566490 |
| 1999-07-01 | 367.4489762083 |
| 1999-08-01 | 368.5950711334 |
| 1999-09-01 | 368.7080268459 |
| 1999-10-01 | 369.9469978748 |
| 1999-11-01 | 371.2397391129 |
| 1999-12-01 | 371.6063556539 |
| 2000-01-01 | 372.9428869480 |
| 2000-02-01 | 374.0998383109 |
| 2000-03-01 | 374.1822104019 |
| 2000-04-01 | 374.9851469162 |
| 2000-05-01 | 375.7236052832 |
| 2000-06-01 | 376.6210977895 |
| 2000-07-01 | 376.7636923605 |
| 2000-08-01 | 376.9366794846 |
| 2000-09-01 | 378.7607103535 |
| 2000-10-01 | 379.2179819623 |
| 2000-11-01 | 379.7771722676 |
| 2000-12-01 | 380.0683378819 |
| 2001-01-01 | 379.7751537683 |
| 2001-02-01 | 379.1951728691 |
| 2001-03-01 | 379.4101312692 |
| 2001-04-01 | 378.6802702435 |
| 2001-05-01 | 378.4582015382 |
| 2001-06-01 | 379.0065159719 |
| 2001-07-01 | 379.5102399491 |
| 2001-08-01 | 379.3640334724 |
| 2001-09-01 | 378.3570346066 |
| 2001-10-01 | 377.6968454990 |
| 2001-11-01 | 377.1639654677 |
| 2001-12-01 | 377.6991718227 |
| 2002-01-01 | 378.4083912741 |
| 2002-02-01 | 379.3008067525 |
| 2002-03-01 | 379.9295874106 |
| 2002-04-01 | 379.0701925369 |
| 2002-05-01 | 379.1152611239 |
| 2002-06-01 | 378.7301780359 |
| 2002-07-01 | 379.0214218969 |
| 2002-08-01 | 378.8112077413 |
| 2002-09-01 | 379.0518876820 |
| 2002-10-01 | 377.5411750396 |
| 2002-11-01 | 378.2040251191 |
| 2002-12-01 | 377.8270420044 |
| 2003-01-01 | 375.8167767639 |
| 2003-02-01 | 374.5052025625 |
| 2003-03-01 | 375.6459558415 |
| 2003-04-01 | 378.7448164334 |
| 2003-05-01 | 379.2414278287 |
| 2003-06-01 | 380.0271455964 |
| 2003-07-01 | 380.8030686433 |
| 2003-08-01 | 382.7032979572 |
| 2003-09-01 | 383.2994883809 |
| 2003-10-01 | 386.0000458780 |
| 2003-11-01 | 386.7201558122 |
| 2003-12-01 | 388.2498930048 |
| 2004-01-01 | 391.7104891718 |
| 2004-02-01 | 392.2014232698 |
| 2004-03-01 | 393.3859052506 |
| 2004-04-01 | 394.2927476758 |
| 2004-05-01 | 394.8567193640 |
| 2004-06-01 | 395.7793156106 |
| 2004-07-01 | 396.1214301951 |
| 2004-08-01 | 396.1127204379 |
| 2004-09-01 | 396.5940129434 |
| 2004-10-01 | 398.0281383132 |
| 2004-11-01 | 398.5644361418 |
| 2004-12-01 | 399.7501025829 |
| 2005-01-01 | 400.0343492367 |
| 2005-02-01 | 401.1431908366 |
| 2005-03-01 | 401.8361220768 |
| 2005-04-01 | 405.1037833372 |
| 2005-05-01 | 405.0281992119 |
| 2005-06-01 | 405.6872789558 |
| 2005-07-01 | 405.5653526160 |
| 2005-08-01 | 405.1467674097 |
| 2005-09-01 | 408.0312289486 |
| 2005-10-01 | 408.8163878335 |
| 2005-11-01 | 409.6330495835 |
| 2005-12-01 | 409.2668483685 |
| 2006-01-01 | 409.7474679242 |
| 2006-02-01 | 408.2470790470 |
| 2006-03-01 | 411.9431569003 |
| 2006-04-01 | 412.0879696905 |
| 2006-05-01 | 414.0724363179 |
| 2006-06-01 | 412.8970097310 |
| 2006-07-01 | 417.8076169087 |
| 2006-08-01 | 417.1280376345 |
| 2006-09-01 | 415.6338435213 |
| 2006-10-01 | 419.7196276729 |
| 2006-11-01 | 421.6033886742 |
| 2006-12-01 | 421.4181873354 |
| 2007-01-01 | 420.7795883311 |
| 2007-02-01 | 422.4805146748 |
| 2007-03-01 | 422.2477420363 |
| 2007-04-01 | 420.4593818163 |
| 2007-05-01 | 422.6126799340 |
| 2007-06-01 | 424.9049237026 |
| 2007-07-01 | 424.7211559247 |
| 2007-08-01 | 425.8817976251 |
| 2007-09-01 | 426.4372332678 |
| 2007-10-01 | 425.4605436014 |
| 2007-11-01 | 425.8212420660 |
| 2007-12-01 | 426.8931248450 |
| 2008-01-01 | 429.1755837243 |
| 2008-02-01 | 429.5811698622 |
| 2008-03-01 | 429.8128030094 |
| 2008-04-01 | 428.9134610461 |
| 2008-05-01 | 427.0777477642 |
| 2008-06-01 | 427.3124877054 |
| 2008-07-01 | 428.7436332935 |
| 2008-08-01 | 429.0104805539 |
| 2008-09-01 | 427.7692709224 |
| 2008-10-01 | 427.6891587633 |
| 2008-11-01 | 426.6270867585 |
| 2008-12-01 | 425.8813265216 |
| 2009-01-01 | 423.2303868189 |
| 2009-02-01 | 420.9654133262 |
| 2009-03-01 | 419.0419281421 |
| 2009-04-01 | 416.5549334303 |
| 2009-05-01 | 416.5523974382 |
| 2009-06-01 | 414.8576342337 |
| 2009-07-01 | 412.5564300276 |
| 2009-08-01 | 411.0426860219 |
| 2009-09-01 | 411.4619186308 |
| 2009-10-01 | 410.8084354556 |
| 2009-11-01 | 410.7240994378 |
| 2009-12-01 | 410.4610855160 |
| 2010-01-01 | 411.1091067262 |
| 2010-02-01 | 408.9168051631 |
| 2010-03-01 | 411.8421274702 |
| 2010-04-01 | 413.6619443156 |
| 2010-05-01 | 416.1406329232 |
| 2010-06-01 | 415.6481636059 |
| 2010-07-01 | 415.5796397080 |
| 2010-08-01 | 414.9901926387 |
| 2010-09-01 | 414.8751258204 |
| 2010-10-01 | 415.1217126027 |
| 2010-11-01 | 415.0049206776 |
| 2010-12-01 | 415.6571505153 |
| 2011-01-01 | 418.2094462666 |
| 2011-02-01 | 419.5595169588 |
| 2011-03-01 | 421.0199559050 |
| 2011-04-01 | 422.6905047956 |
| 2011-05-01 | 422.9609695999 |
| 2011-06-01 | 422.9464413535 |
| 2011-07-01 | 426.8748298123 |
| 2011-08-01 | 425.7399664411 |
| 2011-09-01 | 426.8668177917 |
| 2011-10-01 | 427.9968013170 |
| 2011-11-01 | 429.3891116441 |
| 2011-12-01 | 428.4841532839 |
| 2012-01-01 | 429.5957032147 |
| 2012-02-01 | 430.7984331121 |
| 2012-03-01 | 432.0842564187 |
| 2012-04-01 | 433.4035082635 |
| 2012-05-01 | 434.6045315629 |
| 2012-06-01 | 436.5800734784 |
| 2012-07-01 | 436.8629121574 |
| 2012-08-01 | 438.8431978986 |
| 2012-09-01 | 439.9732433060 |
| 2012-10-01 | 440.9993221419 |
| 2012-11-01 | 440.7399113842 |
| 2012-12-01 | 442.4983226200 |
| 2013-01-01 | 441.0261277520 |
| 2013-02-01 | 442.3921769977 |
| 2013-03-01 | 443.8461182278 |
| 2013-04-01 | 442.8247948914 |
| 2013-05-01 | 442.7369147699 |
| 2013-06-01 | 443.4877118081 |
| 2013-07-01 | 446.1413410998 |
| 2013-08-01 | 447.4112224417 |
| 2013-09-01 | 447.7608474041 |
| 2013-10-01 | 446.5495143641 |
| 2013-11-01 | 451.8151805452 |
| 2013-12-01 | 450.5873702750 |
| 2014-01-01 | 451.7766710713 |
| 2014-02-01 | 449.7926456344 |
| 2014-03-01 | 452.2889804003 |
| 2014-04-01 | 454.1946732285 |
| 2014-05-01 | 455.9924728426 |
| 2014-06-01 | 456.3472630044 |
| 2014-07-01 | 455.5329344066 |
| 2014-08-01 | 455.6916975265 |
| 2014-09-01 | 455.2812259225 |
| 2014-10-01 | 455.6180939464 |
| 2014-11-01 | 457.5049435298 |
| 2014-12-01 | 458.2037196279 |
| 2015-01-01 | 462.4637126145 |
| 2015-02-01 | 461.5759090364 |
| 2015-03-01 | 462.7826043137 |
| 2015-04-01 | 465.5775624501 |
| 2015-05-01 | 468.0433294874 |
| 2015-06-01 | 469.2531973807 |
| 2015-07-01 | 472.7700050421 |
| 2015-08-01 | 473.8685233940 |
| 2015-09-01 | 476.5873071109 |
| 2015-10-01 | 478.6220702879 |
| 2015-11-01 | 479.9152422685 |
| 2015-12-01 | 480.2528626921 |
| 2016-01-01 | 479.8749265202 |
| 2016-02-01 | 479.6005427972 |
| 2016-03-01 | 479.8261835920 |
| 2016-04-01 | 481.6482232280 |
| 2016-05-01 | 479.6117139389 |
| 2016-06-01 | 479.7127564443 |
| 2016-07-01 | 479.2890695263 |
| 2016-08-01 | 480.8711871630 |
| 2016-09-01 | 482.2289852800 |
| 2016-10-01 | 482.8579407547 |
| 2016-11-01 | 483.2329299464 |
| 2016-12-01 | 484.9450683189 |
| 2017-01-01 | 484.1352520687 |
| 2017-02-01 | 486.0114603552 |
| 2017-03-01 | 487.0380483456 |
| 2017-04-01 | 486.6432324068 |
| 2017-05-01 | 487.6513958466 |
| 2017-06-01 | 488.6299090288 |
| 2017-07-01 | 488.1087713779 |
| 2017-08-01 | 488.7534243541 |
| 2017-09-01 | 489.8141697685 |
| 2017-10-01 | 488.8688064912 |
| 2017-11-01 | 487.3097995054 |
| 2017-12-01 | 488.9612312898 |
| 2018-01-01 | 491.2926506004 |
| 2018-02-01 | 492.7945885555 |
| 2018-03-01 | 493.7677766663 |
| 2018-04-01 | 494.4330737181 |
| 2018-05-01 | 494.8938810188 |
| 2018-06-01 | 495.8954290800 |
| 2018-07-01 | 497.1953509032 |
| 2018-08-01 | 497.5843672009 |
| 2018-09-01 | 495.5372302409 |
| 2018-10-01 | 497.4769971226 |
| 2018-11-01 | 498.2882733278 |
| 2018-12-01 | 498.6144093765 |
| 2019-01-01 | 498.1110516078 |
| 2019-02-01 | 498.7794282655 |
| 2019-03-01 | 499.5817510474 |
| 2019-04-01 | 500.9118929396 |
| 2019-05-01 | 500.1575252130 |
| 2019-06-01 | 501.5053757337 |
| 2019-07-01 | 501.2601076297 |
| 2019-08-01 | 501.6602136804 |
| 2019-09-01 | 501.5471282221 |
| 2019-10-01 | 502.4095554046 |
| 2019-11-01 | 503.2513849047 |
| 2019-12-01 | 503.4212616005 |
| 2020-01-01 | 506.3783665008 |
| 2020-02-01 | 504.8974919947 |
| 2020-03-01 | 502.1039216278 |
| 2020-04-01 | 435.0356374349 |
| 2020-05-01 | 438.2826325130 |
| 2020-06-01 | 449.5529358646 |
| 2020-07-01 | 462.8986034171 |
| 2020-08-01 | 467.0950117152 |
| 2020-09-01 | 471.3884885708 |
| 2020-10-01 | 475.7203021835 |
| 2020-11-01 | 476.2001479633 |
| 2020-12-01 | 477.7164366600 |
| 2021-01-01 | 479.4888488442 |
| 2021-02-01 | 477.8246305990 |
| 2021-03-01 | 481.0605920674 |
| 2021-04-01 | 481.3835024601 |
| 2021-05-01 | 482.8897298998 |
| 2021-06-01 | 483.8626637101 |
| 2021-07-01 | 492.0347257372 |
| 2021-08-01 | 492.9389943867 |
| 2021-09-01 | 492.2960460176 |
| 2021-10-01 | 497.0151241284 |
| 2021-11-01 | 498.5325762439 |
| 2021-12-01 | 500.7147918827 |
| 2022-01-01 | 500.8021659551 |
| 2022-02-01 | 505.2353335038 |
| 2022-03-01 | 505.8176115026 |
| 2022-04-01 | 509.4842035727 |
| 2022-05-01 | 508.2045141911 |
| 2022-06-01 | 507.0729066768 |
| 2022-07-01 | 513.3033248644 |
| 2022-08-01 | 515.0226223976 |
| 2022-09-01 | 515.0434252852 |
| 2022-10-01 | 515.3720021437 |
| 2022-11-01 | 515.8573102266 |
| 2022-12-01 | 517.3978585801 |
| 2023-01-01 | 521.9436324904 |
| 2023-02-01 | 522.7267455759 |
| 2023-03-01 | 522.4805441074 |
| 2023-04-01 | 522.5290484308 |
| 2023-05-01 | 523.3518493556 |
| 2023-06-01 | 524.1682474336 |
| 2023-07-01 | 524.2695500526 |
| 2023-08-01 | 524.9250753343 |
| 2023-09-01 | 525.3063924051 |
| 2023-10-01 | 524.9155382762 |
| 2023-11-01 | 526.5031144776 |
| 2023-12-01 | 527.5191316057 |
| 2024-01-01 | 528.0558767751 |
| 2024-02-01 | 528.5865886901 |
| 2024-03-01 | 529.9223227613 |
| 2024-04-01 | 530.4653458521 |
| 2024-05-01 | 531.2966727425 |
| 2024-06-01 | 530.7551505151 |
| 2024-07-01 | 532.1108236511 |
| 2024-08-01 | 531.6759851181 |
| 2024-09-01 | 532.4801846910 |
| 2024-10-01 | 533.7585909254 |
| 2024-11-01 | 533.2226351091 |
| 2024-12-01 | 532.6471226472 |
| 2025-01-01 | 535.8704734663 |
| 2025-02-01 | 536.0138966378 |
| 2025-03-01 | 536.4853610292 |
| 2025-04-01 | 537.1215159878 |
| 2025-05-01 | 537.8921788386 |
| 2025-06-01 | 537.6690983709 |
| 2025-07-01 | 535.6415384084 |
| 2025-08-01 | 537.0811428595 |
| 2025-09-01 | 537.6794589532 |
| 2025-10-01 | 536.2105031669 |
| 2025-11-01 | 536.0076396726 |
| 2025-12-01 | 534.8925495008 |
| 2026-01-01 | 533.4940827950 |
| 2026-02-01 | 532.5290071094 |
| 2026-03-01 | 533.3697743348 |
| 2026-04-01 | 533.0265233592 |
| 2026-05-01 | 532.6699534484 |
| 2026-06-01 | 533.1943499441 |
| 2026-07-01 | 533.1793754589 |
| 2026-08-01 | 532.8229116935 |
| 2026-09-01 | 532.1904595559 |