Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA)
| Title | All Employees: Education and Health Services: Health Care and Social Assistance in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400606562000001SA |
| 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 11:44 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 | 34.2348897906 |
| 1990-02-01 | 34.4472344197 |
| 1990-03-01 | 34.5499876272 |
| 1990-04-01 | 34.4817283724 |
| 1990-05-01 | 34.7199322547 |
| 1990-06-01 | 35.1635773126 |
| 1990-07-01 | 34.9242442935 |
| 1990-08-01 | 35.2972690178 |
| 1990-09-01 | 35.5118522929 |
| 1990-10-01 | 35.6824921592 |
| 1990-11-01 | 36.0371813351 |
| 1990-12-01 | 35.9129825877 |
| 1991-01-01 | 35.9553776596 |
| 1991-02-01 | 35.9595020340 |
| 1991-03-01 | 36.3647332662 |
| 1991-04-01 | 36.0810982387 |
| 1991-05-01 | 36.2241781489 |
| 1991-06-01 | 36.1634384635 |
| 1991-07-01 | 36.3153375234 |
| 1991-08-01 | 36.4883809942 |
| 1991-09-01 | 36.5966610893 |
| 1991-10-01 | 36.8950705110 |
| 1991-11-01 | 37.0437187681 |
| 1991-12-01 | 37.3089098166 |
| 1992-01-01 | 37.4713860419 |
| 1992-02-01 | 37.5609660590 |
| 1992-03-01 | 37.7686308547 |
| 1992-04-01 | 38.1774600366 |
| 1992-05-01 | 38.3247451301 |
| 1992-06-01 | 38.5568068581 |
| 1992-07-01 | 38.6143108004 |
| 1992-08-01 | 38.6703336019 |
| 1992-09-01 | 38.4734975961 |
| 1992-10-01 | 38.9213571917 |
| 1992-11-01 | 39.0499356009 |
| 1992-12-01 | 39.1123912914 |
| 1993-01-01 | 39.1943212037 |
| 1993-02-01 | 39.2466206840 |
| 1993-03-01 | 39.2568949146 |
| 1993-04-01 | 39.3652918514 |
| 1993-05-01 | 39.3269168056 |
| 1993-06-01 | 39.3402037334 |
| 1993-07-01 | 39.5401186217 |
| 1993-08-01 | 39.6579604354 |
| 1993-09-01 | 39.5579029820 |
| 1993-10-01 | 39.4646852313 |
| 1993-11-01 | 39.3732900539 |
| 1993-12-01 | 39.1369053896 |
| 1994-01-01 | 39.3956611299 |
| 1994-02-01 | 39.3922161596 |
| 1994-03-01 | 39.4117502254 |
| 1994-04-01 | 39.5617769156 |
| 1994-05-01 | 39.6328942070 |
| 1994-06-01 | 39.7307925418 |
| 1994-07-01 | 40.0811019952 |
| 1994-08-01 | 39.9352284187 |
| 1994-09-01 | 40.1451150999 |
| 1994-10-01 | 40.1078942107 |
| 1994-11-01 | 40.2058191942 |
| 1994-12-01 | 40.3509635666 |
| 1995-01-01 | 40.3007949697 |
| 1995-02-01 | 40.4504855392 |
| 1995-03-01 | 40.4716219124 |
| 1995-04-01 | 40.3503477348 |
| 1995-05-01 | 40.5409738026 |
| 1995-06-01 | 40.6095614091 |
| 1995-07-01 | 40.2253244718 |
| 1995-08-01 | 40.1234964132 |
| 1995-09-01 | 41.0426207998 |
| 1995-10-01 | 41.7396391810 |
| 1995-11-01 | 41.6438844410 |
| 1995-12-01 | 41.6604913580 |
| 1996-01-01 | 41.6930040485 |
| 1996-02-01 | 41.9204510423 |
| 1996-03-01 | 42.1364743954 |
| 1996-04-01 | 42.2497480159 |
| 1996-05-01 | 42.2421320439 |
| 1996-06-01 | 42.3027320082 |
| 1996-07-01 | 42.0480377483 |
| 1996-08-01 | 42.1948741859 |
| 1996-09-01 | 42.1598972451 |
| 1996-10-01 | 42.2561205886 |
| 1996-11-01 | 42.3723895605 |
| 1996-12-01 | 42.3790645898 |
| 1997-01-01 | 43.4697432973 |
| 1997-02-01 | 43.3220778726 |
| 1997-03-01 | 43.4260795756 |
| 1997-04-01 | 43.2260287414 |
| 1997-05-01 | 43.3390460248 |
| 1997-06-01 | 43.5005720351 |
| 1997-07-01 | 43.7507100138 |
| 1997-08-01 | 43.9662039060 |
| 1997-09-01 | 43.9972723888 |
| 1997-10-01 | 43.3625427023 |
| 1997-11-01 | 43.4882063196 |
| 1997-12-01 | 43.5153640689 |
| 1998-01-01 | 43.2028951255 |
| 1998-02-01 | 43.0155851902 |
| 1998-03-01 | 42.9166189080 |
| 1998-04-01 | 43.2135582416 |
| 1998-05-01 | 43.4430847982 |
| 1998-06-01 | 43.1309348686 |
| 1998-07-01 | 42.9234108347 |
| 1998-08-01 | 42.9367074294 |
| 1998-09-01 | 43.1506365216 |
| 1998-10-01 | 41.0486230956 |
| 1998-11-01 | 41.0980037190 |
| 1998-12-01 | 41.1917005997 |
| 1999-01-01 | 43.3327257602 |
| 1999-02-01 | 43.4261989230 |
| 1999-03-01 | 43.5393990566 |
| 1999-04-01 | 43.5869000291 |
| 1999-05-01 | 43.8403823967 |
| 1999-06-01 | 43.8528610000 |
| 1999-07-01 | 44.1897018647 |
| 1999-08-01 | 44.1056798183 |
| 1999-09-01 | 43.9983274404 |
| 1999-10-01 | 44.0271487674 |
| 1999-11-01 | 44.1903822662 |
| 1999-12-01 | 44.2538840659 |
| 2000-01-01 | 44.2777221363 |
| 2000-02-01 | 44.2289518791 |
| 2000-03-01 | 44.3639481681 |
| 2000-04-01 | 43.0838682761 |
| 2000-05-01 | 43.1285683447 |
| 2000-06-01 | 43.1800868522 |
| 2000-07-01 | 43.2565458109 |
| 2000-08-01 | 43.3920102046 |
| 2000-09-01 | 43.5356636376 |
| 2000-10-01 | 43.7094353622 |
| 2000-11-01 | 44.0751314231 |
| 2000-12-01 | 44.1177184757 |
| 2001-01-01 | 44.8464834252 |
| 2001-02-01 | 45.0282871567 |
| 2001-03-01 | 45.0913374916 |
| 2001-04-01 | 44.7844290557 |
| 2001-05-01 | 45.2020766808 |
| 2001-06-01 | 45.4751190121 |
| 2001-07-01 | 46.1358540713 |
| 2001-08-01 | 46.0698486604 |
| 2001-09-01 | 46.1643388348 |
| 2001-10-01 | 46.4984198124 |
| 2001-11-01 | 46.4463291405 |
| 2001-12-01 | 46.6563802129 |
| 2002-01-01 | 47.2563472259 |
| 2002-02-01 | 47.4250055903 |
| 2002-03-01 | 47.5159243223 |
| 2002-04-01 | 47.9036645946 |
| 2002-05-01 | 48.0722255227 |
| 2002-06-01 | 48.2617307228 |
| 2002-07-01 | 48.4243068590 |
| 2002-08-01 | 48.7583427255 |
| 2002-09-01 | 48.9716858935 |
| 2002-10-01 | 49.2888863751 |
| 2002-11-01 | 49.4282813418 |
| 2002-12-01 | 49.3612290402 |
| 2003-01-01 | 49.4860553987 |
| 2003-02-01 | 49.3236631195 |
| 2003-03-01 | 49.6558702168 |
| 2003-04-01 | 49.9178762710 |
| 2003-05-01 | 50.1332747155 |
| 2003-06-01 | 50.3294193629 |
| 2003-07-01 | 50.6236260020 |
| 2003-08-01 | 52.0687841978 |
| 2003-09-01 | 52.2815092523 |
| 2003-10-01 | 52.0770513962 |
| 2003-11-01 | 52.2922306605 |
| 2003-12-01 | 52.6349178255 |
| 2004-01-01 | 52.8355008228 |
| 2004-02-01 | 53.1423349851 |
| 2004-03-01 | 53.4115988673 |
| 2004-04-01 | 53.4480715082 |
| 2004-05-01 | 53.8925575409 |
| 2004-06-01 | 54.0897114336 |
| 2004-07-01 | 54.2000410939 |
| 2004-08-01 | 54.4029722829 |
| 2004-09-01 | 54.4864934124 |
| 2004-10-01 | 54.8802837145 |
| 2004-11-01 | 55.2671147920 |
| 2004-12-01 | 55.4720042198 |
| 2005-01-01 | 55.5676712047 |
| 2005-02-01 | 55.9529137674 |
| 2005-03-01 | 56.1570902314 |
| 2005-04-01 | 56.3868945509 |
| 2005-05-01 | 56.7656869227 |
| 2005-06-01 | 56.5573626634 |
| 2005-07-01 | 56.6863956549 |
| 2005-08-01 | 56.8450317874 |
| 2005-09-01 | 57.5139905148 |
| 2005-10-01 | 57.7745086947 |
| 2005-11-01 | 57.9298370567 |
| 2005-12-01 | 57.9897419554 |
| 2006-01-01 | 58.1820096254 |
| 2006-02-01 | 58.2572885208 |
| 2006-03-01 | 58.8001354195 |
| 2006-04-01 | 58.5313049401 |
| 2006-05-01 | 58.4585250139 |
| 2006-06-01 | 58.5473544346 |
| 2006-07-01 | 58.5790354049 |
| 2006-08-01 | 58.3902904702 |
| 2006-09-01 | 58.2378559621 |
| 2006-10-01 | 58.1591405410 |
| 2006-11-01 | 58.2063390807 |
| 2006-12-01 | 58.0184906761 |
| 2007-01-01 | 59.0584839896 |
| 2007-02-01 | 58.8521476268 |
| 2007-03-01 | 59.3175226053 |
| 2007-04-01 | 60.0772359668 |
| 2007-05-01 | 61.0611650241 |
| 2007-06-01 | 62.0654082045 |
| 2007-07-01 | 62.9578738050 |
| 2007-08-01 | 63.7036669327 |
| 2007-09-01 | 64.6818708160 |
| 2007-10-01 | 65.4154953719 |
| 2007-11-01 | 66.2331243492 |
| 2007-12-01 | 67.5167332920 |
| 2008-01-01 | 68.0797925937 |
| 2008-02-01 | 68.7119421497 |
| 2008-03-01 | 69.0001796144 |
| 2008-04-01 | 69.7522641504 |
| 2008-05-01 | 69.2655401615 |
| 2008-06-01 | 69.4973871031 |
| 2008-07-01 | 69.5198119767 |
| 2008-08-01 | 69.8898631966 |
| 2008-09-01 | 70.1011140088 |
| 2008-10-01 | 70.4713145981 |
| 2008-11-01 | 70.4688375950 |
| 2008-12-01 | 70.6610384184 |
| 2009-01-01 | 70.6835949743 |
| 2009-02-01 | 70.7355558194 |
| 2009-03-01 | 70.8063914382 |
| 2009-04-01 | 71.0892552047 |
| 2009-05-01 | 71.6024346327 |
| 2009-06-01 | 71.7607500348 |
| 2009-07-01 | 71.9049679923 |
| 2009-08-01 | 71.9461162694 |
| 2009-09-01 | 72.1993018705 |
| 2009-10-01 | 72.3146915191 |
| 2009-11-01 | 72.8144152263 |
| 2009-12-01 | 72.9441291119 |
| 2010-01-01 | 73.0162153970 |
| 2010-02-01 | 72.6753318667 |
| 2010-03-01 | 73.4215215346 |
| 2010-04-01 | 73.2080452259 |
| 2010-05-01 | 73.4280393754 |
| 2010-06-01 | 73.1294755617 |
| 2010-07-01 | 73.2977813583 |
| 2010-08-01 | 73.0869710223 |
| 2010-09-01 | 72.8508538044 |
| 2010-10-01 | 73.0730924040 |
| 2010-11-01 | 73.0818519996 |
| 2010-12-01 | 72.9726578490 |
| 2011-01-01 | 73.3643801381 |
| 2011-02-01 | 73.5295231036 |
| 2011-03-01 | 73.6108407319 |
| 2011-04-01 | 73.7907267627 |
| 2011-05-01 | 73.6390496504 |
| 2011-06-01 | 73.6820662201 |
| 2011-07-01 | 74.7785935542 |
| 2011-08-01 | 74.6176209564 |
| 2011-09-01 | 74.7964601095 |
| 2011-10-01 | 75.1372997576 |
| 2011-11-01 | 75.2844233627 |
| 2011-12-01 | 75.7269513454 |
| 2012-01-01 | 75.2045954796 |
| 2012-02-01 | 75.3790517698 |
| 2012-03-01 | 75.5145583246 |
| 2012-04-01 | 75.8649279109 |
| 2012-05-01 | 75.9285062133 |
| 2012-06-01 | 76.7086410494 |
| 2012-07-01 | 76.5503338423 |
| 2012-08-01 | 76.9618522364 |
| 2012-09-01 | 77.2429885282 |
| 2012-10-01 | 77.1314594306 |
| 2012-11-01 | 77.2322145003 |
| 2012-12-01 | 77.4961395804 |
| 2013-01-01 | 77.1251257555 |
| 2013-02-01 | 77.7017514442 |
| 2013-03-01 | 77.9130475164 |
| 2013-04-01 | 77.9149390955 |
| 2013-05-01 | 78.2020928359 |
| 2013-06-01 | 77.9958359396 |
| 2013-07-01 | 78.3449713332 |
| 2013-08-01 | 78.5464988649 |
| 2013-09-01 | 78.9289061799 |
| 2013-10-01 | 79.0428222579 |
| 2013-11-01 | 79.3140359285 |
| 2013-12-01 | 79.2794780032 |
| 2014-01-01 | 79.2074440204 |
| 2014-02-01 | 79.3620387103 |
| 2014-03-01 | 79.6752786509 |
| 2014-04-01 | 80.0767969566 |
| 2014-05-01 | 80.2492323579 |
| 2014-06-01 | 80.2731872258 |
| 2014-07-01 | 80.2668138260 |
| 2014-08-01 | 80.2672046047 |
| 2014-09-01 | 80.2625187668 |
| 2014-10-01 | 80.3850694169 |
| 2014-11-01 | 80.3926269250 |
| 2014-12-01 | 80.6287497338 |
| 2015-01-01 | 81.0738308915 |
| 2015-02-01 | 81.0862475872 |
| 2015-03-01 | 81.2056360334 |
| 2015-04-01 | 81.2423917020 |
| 2015-05-01 | 81.4312338784 |
| 2015-06-01 | 81.4249999110 |
| 2015-07-01 | 82.1988290286 |
| 2015-08-01 | 82.3108015280 |
| 2015-09-01 | 82.4493097981 |
| 2015-10-01 | 82.4179132629 |
| 2015-11-01 | 82.4742558085 |
| 2015-12-01 | 82.5529580096 |
| 2016-01-01 | 82.8064996793 |
| 2016-02-01 | 82.7569559889 |
| 2016-03-01 | 82.7143727332 |
| 2016-04-01 | 83.0529898499 |
| 2016-05-01 | 83.0852599728 |
| 2016-06-01 | 83.0770776170 |
| 2016-07-01 | 82.3520649928 |
| 2016-08-01 | 83.0596527886 |
| 2016-09-01 | 82.7181177854 |
| 2016-10-01 | 83.9330287545 |
| 2016-11-01 | 83.9343746292 |
| 2016-12-01 | 83.7053390303 |
| 2017-01-01 | 83.9225614319 |
| 2017-02-01 | 84.3514600979 |
| 2017-03-01 | 84.5836187900 |
| 2017-04-01 | 84.4865850872 |
| 2017-05-01 | 84.8102337083 |
| 2017-06-01 | 84.4395569655 |
| 2017-07-01 | 84.1679883932 |
| 2017-08-01 | 84.4841933525 |
| 2017-09-01 | 84.3755940487 |
| 2017-10-01 | 84.4108715371 |
| 2017-11-01 | 83.6536003232 |
| 2017-12-01 | 84.7160153476 |
| 2018-01-01 | 84.5573786410 |
| 2018-02-01 | 84.6852215478 |
| 2018-03-01 | 84.8686439688 |
| 2018-04-01 | 84.9589290429 |
| 2018-05-01 | 84.8478594589 |
| 2018-06-01 | 85.3598661043 |
| 2018-07-01 | 85.4555054316 |
| 2018-08-01 | 85.4820377888 |
| 2018-09-01 | 85.4937588322 |
| 2018-10-01 | 85.6640535760 |
| 2018-11-01 | 85.6992801555 |
| 2018-12-01 | 85.6257385846 |
| 2019-01-01 | 86.9276617391 |
| 2019-02-01 | 87.5939341120 |
| 2019-03-01 | 87.7291751593 |
| 2019-04-01 | 87.4137327207 |
| 2019-05-01 | 87.3650464436 |
| 2019-06-01 | 87.7257801506 |
| 2019-07-01 | 87.2807289836 |
| 2019-08-01 | 87.4486725632 |
| 2019-09-01 | 87.9124593209 |
| 2019-10-01 | 87.7109131247 |
| 2019-11-01 | 87.7014806034 |
| 2019-12-01 | 88.1992490425 |
| 2020-01-01 | 88.4191353949 |
| 2020-02-01 | 88.2000191538 |
| 2020-03-01 | 87.9891093891 |
| 2020-04-01 | 77.8143267559 |
| 2020-05-01 | 79.5754887803 |
| 2020-06-01 | 80.6222688090 |
| 2020-07-01 | 81.8325841602 |
| 2020-08-01 | 82.4636649178 |
| 2020-09-01 | 82.7664296359 |
| 2020-10-01 | 83.6929788396 |
| 2020-11-01 | 84.9166210499 |
| 2020-12-01 | 84.6546124736 |
| 2021-01-01 | 83.7996547252 |
| 2021-02-01 | 83.8199596202 |
| 2021-03-01 | 84.3432423248 |
| 2021-04-01 | 84.0356997517 |
| 2021-05-01 | 83.7565789976 |
| 2021-06-01 | 83.7203416146 |
| 2021-07-01 | 84.3317091658 |
| 2021-08-01 | 83.6797648257 |
| 2021-09-01 | 82.6398684364 |
| 2021-10-01 | 83.7819987432 |
| 2021-11-01 | 84.1486864233 |
| 2021-12-01 | 83.6339990447 |
| 2022-01-01 | 83.9183287447 |
| 2022-02-01 | 84.3435937348 |
| 2022-03-01 | 83.9477197192 |
| 2022-04-01 | 85.1242456430 |
| 2022-05-01 | 85.3694591659 |
| 2022-06-01 | 85.1844099308 |
| 2022-07-01 | 85.4792412494 |
| 2022-08-01 | 85.9434182270 |
| 2022-09-01 | 85.9060768316 |
| 2022-10-01 | 86.0931717091 |
| 2022-11-01 | 86.8124812856 |
| 2022-12-01 | 86.7879017597 |
| 2023-01-01 | 87.5313740598 |
| 2023-02-01 | 88.3804404022 |
| 2023-03-01 | 88.0316703886 |
| 2023-04-01 | 88.5194302539 |
| 2023-05-01 | 88.9821810821 |
| 2023-06-01 | 89.0066774097 |
| 2023-07-01 | 89.3253235262 |
| 2023-08-01 | 89.5244900180 |
| 2023-09-01 | 90.0969695543 |
| 2023-10-01 | 90.3295470000 |
| 2023-11-01 | 90.2135539414 |
| 2023-12-01 | 90.6120859013 |
| 2024-01-01 | 90.8229184308 |
| 2024-02-01 | 90.9791531815 |
| 2024-03-01 | 91.3822791524 |
| 2024-04-01 | 91.4374970464 |
| 2024-05-01 | 91.5155803624 |
| 2024-06-01 | 91.8688639602 |
| 2024-07-01 | 92.3327825566 |
| 2024-08-01 | 92.3288814875 |
| 2024-09-01 | 92.6707452888 |
| 2024-10-01 | 92.6652453055 |
| 2024-11-01 | 92.6580372493 |
| 2024-12-01 | 92.6809678879 |
| 2025-01-01 | 92.7829545019 |
| 2025-02-01 | 92.5948833698 |
| 2025-03-01 | 93.2311172912 |
| 2025-04-01 | 93.5700520363 |
| 2025-05-01 | 93.7996617441 |
| 2025-06-01 | 94.7180136212 |
| 2025-07-01 | 93.0462152845 |
| 2025-08-01 | 93.6992232999 |
| 2025-09-01 | 93.8711184227 |
| 2025-10-01 | 93.1903875257 |
| 2025-11-01 | 93.9928975384 |
| 2025-12-01 | 94.3193202564 |
| 2026-01-01 | 94.2581561778 |
| 2026-02-01 | 93.9165077771 |
| 2026-03-01 | 93.8903176718 |
| 2026-04-01 | 93.2903414656 |
| 2026-05-01 | 93.3098207391 |
| 2026-06-01 | 93.3683320250 |
| 2026-07-01 | 93.2725836599 |
| 2026-08-01 | 93.2386132017 |