Table Data - All Employees: Education and Health Services: Private Education and Health Services in Richmond, VA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Richmond, VA (MSA) |
|---|---|
| Series ID | RICH051EDUH |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 9:51 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 | 40.7957338345 |
| 1990-02-01 | 40.9793359692 |
| 1990-03-01 | 41.0020494140 |
| 1990-04-01 | 40.9022682865 |
| 1990-05-01 | 40.9186491430 |
| 1990-06-01 | 41.3586892282 |
| 1990-07-01 | 41.5899187555 |
| 1990-08-01 | 42.0254101207 |
| 1990-09-01 | 42.8868834778 |
| 1990-10-01 | 42.5714371705 |
| 1990-11-01 | 42.8377286450 |
| 1990-12-01 | 42.5930959463 |
| 1991-01-01 | 43.2069543745 |
| 1991-02-01 | 43.3010549564 |
| 1991-03-01 | 43.5343290308 |
| 1991-04-01 | 42.6787425431 |
| 1991-05-01 | 42.7933286301 |
| 1991-06-01 | 42.6472556998 |
| 1991-07-01 | 42.6834158856 |
| 1991-08-01 | 42.8342210520 |
| 1991-09-01 | 42.9767930126 |
| 1991-10-01 | 43.2792982049 |
| 1991-11-01 | 43.4644011498 |
| 1991-12-01 | 43.7776985572 |
| 1992-01-01 | 43.9065033843 |
| 1992-02-01 | 44.0082936402 |
| 1992-03-01 | 44.1647454996 |
| 1992-04-01 | 44.5582526480 |
| 1992-05-01 | 44.7800629441 |
| 1992-06-01 | 45.1149152007 |
| 1992-07-01 | 45.3118699124 |
| 1992-08-01 | 45.3936089466 |
| 1992-09-01 | 45.3332863030 |
| 1992-10-01 | 45.6015655342 |
| 1992-11-01 | 45.6880419877 |
| 1992-12-01 | 45.7788409226 |
| 1993-01-01 | 45.7161933552 |
| 1993-02-01 | 45.8770668178 |
| 1993-03-01 | 45.8442725678 |
| 1993-04-01 | 45.9614486359 |
| 1993-05-01 | 45.9645549573 |
| 1993-06-01 | 46.0092497357 |
| 1993-07-01 | 46.2147184251 |
| 1993-08-01 | 46.5163368534 |
| 1993-09-01 | 46.3749738620 |
| 1993-10-01 | 46.0637611673 |
| 1993-11-01 | 45.9466607901 |
| 1993-12-01 | 45.6300641660 |
| 1994-01-01 | 46.0020303563 |
| 1994-02-01 | 45.9163035391 |
| 1994-03-01 | 46.0769762265 |
| 1994-04-01 | 46.0682313605 |
| 1994-05-01 | 46.1704443539 |
| 1994-06-01 | 46.0049965164 |
| 1994-07-01 | 46.7724620189 |
| 1994-08-01 | 46.6134640209 |
| 1994-09-01 | 47.1529143688 |
| 1994-10-01 | 46.7189842424 |
| 1994-11-01 | 46.8623068067 |
| 1994-12-01 | 46.9493620382 |
| 1995-01-01 | 47.0757315094 |
| 1995-02-01 | 47.2395569058 |
| 1995-03-01 | 47.1955610100 |
| 1995-04-01 | 47.0718116839 |
| 1995-05-01 | 47.1607516571 |
| 1995-06-01 | 47.1221872043 |
| 1995-07-01 | 46.9263044695 |
| 1995-08-01 | 46.9220635091 |
| 1995-09-01 | 48.2511750232 |
| 1995-10-01 | 48.7452290021 |
| 1995-11-01 | 48.5587896655 |
| 1995-12-01 | 48.6383612178 |
| 1996-01-01 | 48.6172368790 |
| 1996-02-01 | 48.8032581433 |
| 1996-03-01 | 48.9551180977 |
| 1996-04-01 | 49.2348225919 |
| 1996-05-01 | 49.1425831467 |
| 1996-06-01 | 49.2495379618 |
| 1996-07-01 | 49.1338798871 |
| 1996-08-01 | 49.2733119866 |
| 1996-09-01 | 49.3730746423 |
| 1996-10-01 | 49.4781174318 |
| 1996-11-01 | 49.5688422421 |
| 1996-12-01 | 49.6443243679 |
| 1997-01-01 | 50.7352563843 |
| 1997-02-01 | 50.7584885355 |
| 1997-03-01 | 50.8574934664 |
| 1997-04-01 | 50.6124056885 |
| 1997-05-01 | 50.7182231379 |
| 1997-06-01 | 50.8107841259 |
| 1997-07-01 | 51.2866124751 |
| 1997-08-01 | 51.2794302022 |
| 1997-09-01 | 51.5066102124 |
| 1997-10-01 | 51.0120645543 |
| 1997-11-01 | 50.9767672943 |
| 1997-12-01 | 51.1807825456 |
| 1998-01-01 | 50.8249096187 |
| 1998-02-01 | 50.6289737418 |
| 1998-03-01 | 50.3998408310 |
| 1998-04-01 | 50.5650412593 |
| 1998-05-01 | 50.5993000721 |
| 1998-06-01 | 50.4553405084 |
| 1998-07-01 | 50.2385868623 |
| 1998-08-01 | 50.3014313679 |
| 1998-09-01 | 50.4812866282 |
| 1998-10-01 | 48.7489387376 |
| 1998-11-01 | 48.7257953122 |
| 1998-12-01 | 48.9063550392 |
| 1999-01-01 | 51.0112514211 |
| 1999-02-01 | 51.2571705453 |
| 1999-03-01 | 51.2143903493 |
| 1999-04-01 | 51.5375525927 |
| 1999-05-01 | 51.5927125988 |
| 1999-06-01 | 51.6609767644 |
| 1999-07-01 | 51.7606769886 |
| 1999-08-01 | 51.9198161471 |
| 1999-09-01 | 51.6716668514 |
| 1999-10-01 | 51.8256776893 |
| 1999-11-01 | 52.1238675758 |
| 1999-12-01 | 52.0917416402 |
| 2000-01-01 | 52.2123156813 |
| 2000-02-01 | 52.1861519805 |
| 2000-03-01 | 52.3893476473 |
| 2000-04-01 | 50.9333168031 |
| 2000-05-01 | 50.9103304712 |
| 2000-06-01 | 50.9502851897 |
| 2000-07-01 | 51.0995040354 |
| 2000-08-01 | 51.2087036312 |
| 2000-09-01 | 51.6521537320 |
| 2000-10-01 | 51.8029116623 |
| 2000-11-01 | 52.0826683795 |
| 2000-12-01 | 52.3068103228 |
| 2001-01-01 | 52.7372604347 |
| 2001-02-01 | 52.9013733287 |
| 2001-03-01 | 53.0395077820 |
| 2001-04-01 | 53.0064752774 |
| 2001-05-01 | 53.1817083680 |
| 2001-06-01 | 53.7174165268 |
| 2001-07-01 | 54.3721407062 |
| 2001-08-01 | 54.3193587495 |
| 2001-09-01 | 54.5480948698 |
| 2001-10-01 | 54.8847100567 |
| 2001-11-01 | 54.7155566987 |
| 2001-12-01 | 54.9888592414 |
| 2002-01-01 | 55.0787001927 |
| 2002-02-01 | 55.4174007796 |
| 2002-03-01 | 55.5578720582 |
| 2002-04-01 | 55.4244556950 |
| 2002-05-01 | 56.2855727492 |
| 2002-06-01 | 56.6887050887 |
| 2002-07-01 | 57.1982305361 |
| 2002-08-01 | 57.6018988257 |
| 2002-09-01 | 57.2619235164 |
| 2002-10-01 | 57.4038631442 |
| 2002-11-01 | 57.6776839774 |
| 2002-12-01 | 57.8069135399 |
| 2003-01-01 | 59.3384595257 |
| 2003-02-01 | 59.3108508869 |
| 2003-03-01 | 59.4553685623 |
| 2003-04-01 | 59.8877053236 |
| 2003-05-01 | 59.5627609340 |
| 2003-06-01 | 59.5837779735 |
| 2003-07-01 | 59.8399021514 |
| 2003-08-01 | 61.5445565152 |
| 2003-09-01 | 61.7111911705 |
| 2003-10-01 | 61.6487212283 |
| 2003-11-01 | 61.7227403779 |
| 2003-12-01 | 62.3636724825 |
| 2004-01-01 | 63.2340957702 |
| 2004-02-01 | 63.4994854172 |
| 2004-03-01 | 63.9518486383 |
| 2004-04-01 | 64.1936918207 |
| 2004-05-01 | 64.6504897792 |
| 2004-06-01 | 64.9793730503 |
| 2004-07-01 | 64.5014006039 |
| 2004-08-01 | 64.6141142733 |
| 2004-09-01 | 65.7295493124 |
| 2004-10-01 | 66.0851108493 |
| 2004-11-01 | 66.4541693022 |
| 2004-12-01 | 66.9256196536 |
| 2005-01-01 | 66.7946152539 |
| 2005-02-01 | 67.2169188839 |
| 2005-03-01 | 67.3030764606 |
| 2005-04-01 | 67.5883598405 |
| 2005-05-01 | 67.8844542382 |
| 2005-06-01 | 67.8352959119 |
| 2005-07-01 | 67.5353315638 |
| 2005-08-01 | 67.2105874382 |
| 2005-09-01 | 69.7732287116 |
| 2005-10-01 | 70.3319306622 |
| 2005-11-01 | 70.4001032614 |
| 2005-12-01 | 70.0644901261 |
| 2006-01-01 | 68.8499481614 |
| 2006-02-01 | 67.7352149830 |
| 2006-03-01 | 70.3343379997 |
| 2006-04-01 | 72.2164145738 |
| 2006-05-01 | 70.6422318583 |
| 2006-06-01 | 70.7489566085 |
| 2006-07-01 | 73.6977046088 |
| 2006-08-01 | 72.7231196203 |
| 2006-09-01 | 71.2887953436 |
| 2006-10-01 | 71.9898622140 |
| 2006-11-01 | 72.0748525628 |
| 2006-12-01 | 71.2707043926 |
| 2007-01-01 | 71.5017804210 |
| 2007-02-01 | 73.3693914465 |
| 2007-03-01 | 72.1331186632 |
| 2007-04-01 | 70.6248466731 |
| 2007-05-01 | 72.1485757525 |
| 2007-06-01 | 73.0750432766 |
| 2007-07-01 | 73.4543430912 |
| 2007-08-01 | 74.0121332090 |
| 2007-09-01 | 75.4844129219 |
| 2007-10-01 | 75.5390542321 |
| 2007-11-01 | 76.1168371138 |
| 2007-12-01 | 77.1609395796 |
| 2008-01-01 | 77.7094313020 |
| 2008-02-01 | 78.3694934771 |
| 2008-03-01 | 78.8215770449 |
| 2008-04-01 | 79.6280883570 |
| 2008-05-01 | 79.8804776527 |
| 2008-06-01 | 80.0869016097 |
| 2008-07-01 | 80.6693929940 |
| 2008-08-01 | 80.9912977616 |
| 2008-09-01 | 81.0964151534 |
| 2008-10-01 | 81.0417806283 |
| 2008-11-01 | 81.1830805543 |
| 2008-12-01 | 81.4815758248 |
| 2009-01-01 | 81.3693425870 |
| 2009-02-01 | 81.4812161831 |
| 2009-03-01 | 81.4948908219 |
| 2009-04-01 | 81.7868445517 |
| 2009-05-01 | 83.1305370302 |
| 2009-06-01 | 83.1793310238 |
| 2009-07-01 | 82.5568552020 |
| 2009-08-01 | 82.6603812848 |
| 2009-09-01 | 83.0719086252 |
| 2009-10-01 | 83.2576335333 |
| 2009-11-01 | 83.6695281860 |
| 2009-12-01 | 83.8425056870 |
| 2010-01-01 | 84.0417020632 |
| 2010-02-01 | 83.6923802743 |
| 2010-03-01 | 84.4264040463 |
| 2010-04-01 | 84.0724259304 |
| 2010-05-01 | 85.3243128586 |
| 2010-06-01 | 84.6450351997 |
| 2010-07-01 | 84.0762908164 |
| 2010-08-01 | 83.8355521660 |
| 2010-09-01 | 83.9295214458 |
| 2010-10-01 | 84.1407460872 |
| 2010-11-01 | 84.1131676595 |
| 2010-12-01 | 84.3526224723 |
| 2011-01-01 | 84.3542598963 |
| 2011-02-01 | 84.6571714539 |
| 2011-03-01 | 84.7559943281 |
| 2011-04-01 | 85.0191152947 |
| 2011-05-01 | 84.8394056603 |
| 2011-06-01 | 84.7800265049 |
| 2011-07-01 | 86.9395915363 |
| 2011-08-01 | 87.0894223550 |
| 2011-09-01 | 86.6433442684 |
| 2011-10-01 | 86.7059486565 |
| 2011-11-01 | 86.8273500703 |
| 2011-12-01 | 86.4834665302 |
| 2012-01-01 | 86.8544903375 |
| 2012-02-01 | 87.0126812451 |
| 2012-03-01 | 87.1870488446 |
| 2012-04-01 | 87.7322066221 |
| 2012-05-01 | 87.6999214891 |
| 2012-06-01 | 88.0510470173 |
| 2012-07-01 | 88.8347897725 |
| 2012-08-01 | 89.5716728009 |
| 2012-09-01 | 89.7351383566 |
| 2012-10-01 | 89.3788305861 |
| 2012-11-01 | 89.3115324825 |
| 2012-12-01 | 89.5455650147 |
| 2013-01-01 | 89.4092174609 |
| 2013-02-01 | 89.9281005008 |
| 2013-03-01 | 90.1951722364 |
| 2013-04-01 | 89.8842490502 |
| 2013-05-01 | 90.1608660783 |
| 2013-06-01 | 89.7695262761 |
| 2013-07-01 | 90.6713727505 |
| 2013-08-01 | 91.1537575242 |
| 2013-09-01 | 91.3832911887 |
| 2013-10-01 | 91.3987320657 |
| 2013-11-01 | 91.6805873113 |
| 2013-12-01 | 91.7414637744 |
| 2014-01-01 | 91.6696720994 |
| 2014-02-01 | 91.7969774827 |
| 2014-03-01 | 92.1838799202 |
| 2014-04-01 | 92.7251652228 |
| 2014-05-01 | 92.9714705394 |
| 2014-06-01 | 93.0352683514 |
| 2014-07-01 | 93.0298235548 |
| 2014-08-01 | 93.2069412885 |
| 2014-09-01 | 92.9562715405 |
| 2014-10-01 | 93.1901543544 |
| 2014-11-01 | 93.2601365212 |
| 2014-12-01 | 93.3785557568 |
| 2015-01-01 | 93.9542428288 |
| 2015-02-01 | 93.9508030243 |
| 2015-03-01 | 94.1854560151 |
| 2015-04-01 | 94.6310839957 |
| 2015-05-01 | 94.7852473394 |
| 2015-06-01 | 94.9787001333 |
| 2015-07-01 | 95.5977845070 |
| 2015-08-01 | 95.7698857485 |
| 2015-09-01 | 96.1386144792 |
| 2015-10-01 | 96.0969539964 |
| 2015-11-01 | 96.1819542530 |
| 2015-12-01 | 96.4115010723 |
| 2016-01-01 | 96.4456693046 |
| 2016-02-01 | 96.5552471708 |
| 2016-03-01 | 96.4433202241 |
| 2016-04-01 | 96.4689297690 |
| 2016-05-01 | 96.4818591355 |
| 2016-06-01 | 96.5766205852 |
| 2016-07-01 | 95.8597087535 |
| 2016-08-01 | 96.6743119210 |
| 2016-09-01 | 96.7233957928 |
| 2016-10-01 | 97.4986789529 |
| 2016-11-01 | 97.6078772372 |
| 2016-12-01 | 97.3721853839 |
| 2017-01-01 | 97.6451493789 |
| 2017-02-01 | 97.9542362198 |
| 2017-03-01 | 98.1812086276 |
| 2017-04-01 | 97.9904910191 |
| 2017-05-01 | 98.3654501298 |
| 2017-06-01 | 98.0396365624 |
| 2017-07-01 | 97.8544068026 |
| 2017-08-01 | 98.2839955386 |
| 2017-09-01 | 98.3670497100 |
| 2017-10-01 | 98.2396276812 |
| 2017-11-01 | 97.3705646113 |
| 2017-12-01 | 98.3999751861 |
| 2018-01-01 | 98.3343386284 |
| 2018-02-01 | 98.3458943099 |
| 2018-03-01 | 98.6703466023 |
| 2018-04-01 | 98.9276188835 |
| 2018-05-01 | 98.8069819820 |
| 2018-06-01 | 99.1042368369 |
| 2018-07-01 | 99.4238779274 |
| 2018-08-01 | 99.4531026108 |
| 2018-09-01 | 99.5216549833 |
| 2018-10-01 | 99.5995661858 |
| 2018-11-01 | 99.7557476736 |
| 2018-12-01 | 99.4295637815 |
| 2019-01-01 | 100.7597215735 |
| 2019-02-01 | 101.4001960405 |
| 2019-03-01 | 101.6087282384 |
| 2019-04-01 | 101.6597827130 |
| 2019-05-01 | 101.5303910369 |
| 2019-06-01 | 102.0468680293 |
| 2019-07-01 | 101.4063227329 |
| 2019-08-01 | 101.6561661526 |
| 2019-09-01 | 101.8388958335 |
| 2019-10-01 | 101.6181262566 |
| 2019-11-01 | 101.6531742901 |
| 2019-12-01 | 102.1133384784 |
| 2020-01-01 | 102.3555819776 |
| 2020-02-01 | 102.1799176141 |
| 2020-03-01 | 101.8310361619 |
| 2020-04-01 | 89.9666905056 |
| 2020-05-01 | 91.8601715109 |
| 2020-06-01 | 93.3776714543 |
| 2020-07-01 | 94.5132064836 |
| 2020-08-01 | 95.3027370368 |
| 2020-09-01 | 95.6500134233 |
| 2020-10-01 | 96.4982176851 |
| 2020-11-01 | 97.7214355863 |
| 2020-12-01 | 97.3982148626 |
| 2021-01-01 | 96.9795400197 |
| 2021-02-01 | 96.9335565813 |
| 2021-03-01 | 97.5785668421 |
| 2021-04-01 | 97.4986234587 |
| 2021-05-01 | 97.2156364102 |
| 2021-06-01 | 97.2376614350 |
| 2021-07-01 | 97.6138914214 |
| 2021-08-01 | 97.0791682469 |
| 2021-09-01 | 95.8882839207 |
| 2021-10-01 | 97.3698119469 |
| 2021-11-01 | 97.8167760096 |
| 2021-12-01 | 97.4017995157 |
| 2022-01-01 | 97.6452347667 |
| 2022-02-01 | 98.1096412194 |
| 2022-03-01 | 97.7331495206 |
| 2022-04-01 | 99.0039443787 |
| 2022-05-01 | 99.2374821208 |
| 2022-06-01 | 99.2493567860 |
| 2022-07-01 | 99.3904841023 |
| 2022-08-01 | 99.9321142884 |
| 2022-09-01 | 100.0972936175 |
| 2022-10-01 | 100.4646034758 |
| 2022-11-01 | 101.1976180241 |
| 2022-12-01 | 101.4183367858 |
| 2023-01-01 | 102.2759452274 |
| 2023-02-01 | 103.1864627070 |
| 2023-03-01 | 103.0326468243 |
| 2023-04-01 | 103.3255834830 |
| 2023-05-01 | 103.8871761286 |
| 2023-06-01 | 103.9536302364 |
| 2023-07-01 | 104.2357292558 |
| 2023-08-01 | 104.5927986290 |
| 2023-09-01 | 105.2427690254 |
| 2023-10-01 | 105.5909488014 |
| 2023-11-01 | 105.5574123605 |
| 2023-12-01 | 106.2315975029 |
| 2024-01-01 | 106.5175552903 |
| 2024-02-01 | 106.8410278235 |
| 2024-03-01 | 106.9587262712 |
| 2024-04-01 | 107.2076694476 |
| 2024-05-01 | 107.1594708809 |
| 2024-06-01 | 107.6583105279 |
| 2024-07-01 | 108.0329887391 |
| 2024-08-01 | 108.0171748499 |
| 2024-09-01 | 108.3963890467 |
| 2024-10-01 | 108.6985605855 |
| 2024-11-01 | 108.6942181136 |
| 2024-12-01 | 108.7402175388 |
| 2025-01-01 | 109.1219416085 |
| 2025-02-01 | 109.1507796990 |
| 2025-03-01 | 109.4367013049 |
| 2025-04-01 | 109.7680135239 |
| 2025-05-01 | 109.8256441223 |
| 2025-06-01 | 110.3396433088 |
| 2025-07-01 | 109.0082658089 |
| 2025-08-01 | 109.8893468239 |
| 2025-09-01 | 109.9118185933 |
| 2025-10-01 | 109.4564422633 |
| 2025-11-01 | 109.7039043441 |
| 2025-12-01 | 110.1932581529 |
| 2026-01-01 | 109.2534765958 |
| 2026-02-01 | 109.1021404488 |
| 2026-03-01 | 109.2076772470 |
| 2026-04-01 | 108.2648411921 |
| 2026-05-01 | 109.2147068087 |
| 2026-06-01 | 109.2285400852 |
| 2026-07-01 | 108.9930960675 |
| 2026-08-01 | 108.8522199835 |
| 2026-09-01 | 108.3059515333 |