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 2026-07-01 |
| Last Updated | 2026-08-21 7:35 PM 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 | 40.7957248325914 |
| 1990-02-01 | 40.9793275686919 |
| 1990-03-01 | 41.0020403125041 |
| 1990-04-01 | 40.9022752741643 |
| 1990-05-01 | 40.9186488764594 |
| 1990-06-01 | 41.3586929749119 |
| 1990-07-01 | 41.5899188907164 |
| 1990-08-01 | 42.0254114884655 |
| 1990-09-01 | 42.8868979817928 |
| 1990-10-01 | 42.5714359331210 |
| 1990-11-01 | 42.8377254316506 |
| 1990-12-01 | 42.5930996899435 |
| 1991-01-01 | 43.2069465355150 |
| 1991-02-01 | 43.3010471835857 |
| 1991-03-01 | 43.5343199119435 |
| 1991-04-01 | 42.6787482387360 |
| 1991-05-01 | 42.7933288311297 |
| 1991-06-01 | 42.6472579476238 |
| 1991-07-01 | 42.6834151796892 |
| 1991-08-01 | 42.8342197061816 |
| 1991-09-01 | 42.9768121159258 |
| 1991-10-01 | 43.2792958400054 |
| 1991-11-01 | 43.4643978814383 |
| 1991-12-01 | 43.7777019815927 |
| 1992-01-01 | 43.9064978057136 |
| 1992-02-01 | 44.0082878694785 |
| 1992-03-01 | 44.1647387100150 |
| 1992-04-01 | 44.5582547919786 |
| 1992-05-01 | 44.7800621704395 |
| 1992-06-01 | 45.1149144224606 |
| 1992-07-01 | 45.3118671554257 |
| 1992-08-01 | 45.3936034474955 |
| 1992-09-01 | 45.3333137232421 |
| 1992-10-01 | 45.6015625484589 |
| 1992-11-01 | 45.6880396913649 |
| 1992-12-01 | 45.7788452041509 |
| 1993-01-01 | 45.7161902552753 |
| 1993-02-01 | 45.8770627105511 |
| 1993-03-01 | 45.8442671265632 |
| 1993-04-01 | 45.9614471313953 |
| 1993-05-01 | 45.9645522577352 |
| 1993-06-01 | 46.0092449181678 |
| 1993-07-01 | 46.2147122850050 |
| 1993-08-01 | 46.5163253333728 |
| 1993-09-01 | 46.3750110806796 |
| 1993-10-01 | 46.0637566585195 |
| 1993-11-01 | 45.9466638833733 |
| 1993-12-01 | 45.6300717392555 |
| 1994-01-01 | 46.0020288320657 |
| 1994-02-01 | 45.9162993549620 |
| 1994-03-01 | 46.0769708230213 |
| 1994-04-01 | 46.0682256082376 |
| 1994-05-01 | 46.1704379228754 |
| 1994-06-01 | 46.0049881223633 |
| 1994-07-01 | 46.7724533849871 |
| 1994-08-01 | 46.6134516063001 |
| 1994-09-01 | 47.1529539693630 |
| 1994-10-01 | 46.7189815444480 |
| 1994-11-01 | 46.8623201126928 |
| 1994-12-01 | 46.9493798216625 |
| 1995-01-01 | 47.0757227867649 |
| 1995-02-01 | 47.2395476742793 |
| 1995-03-01 | 47.1955516214787 |
| 1995-04-01 | 47.0718028399443 |
| 1995-05-01 | 47.1607433452513 |
| 1995-06-01 | 47.1221769176802 |
| 1995-07-01 | 46.9262969874533 |
| 1995-08-01 | 46.9220546879593 |
| 1995-09-01 | 48.2512176759338 |
| 1995-10-01 | 48.7452216157017 |
| 1995-11-01 | 48.5588130690666 |
| 1995-12-01 | 48.6383928902808 |
| 1996-01-01 | 48.6172157903037 |
| 1996-02-01 | 48.8032385391886 |
| 1996-03-01 | 48.9551079622870 |
| 1996-04-01 | 49.2348086461973 |
| 1996-05-01 | 49.1425730332750 |
| 1996-06-01 | 49.2495281349418 |
| 1996-07-01 | 49.1338785875926 |
| 1996-08-01 | 49.2733165266897 |
| 1996-09-01 | 49.3731170296847 |
| 1996-10-01 | 49.4781037582640 |
| 1996-11-01 | 49.5688666669685 |
| 1996-12-01 | 49.6443692324039 |
| 1997-01-01 | 50.7352164450309 |
| 1997-02-01 | 50.7584578414680 |
| 1997-03-01 | 50.8574850865043 |
| 1997-04-01 | 50.6123894452857 |
| 1997-05-01 | 50.7182146397767 |
| 1997-06-01 | 50.8107787622056 |
| 1997-07-01 | 51.2866198126701 |
| 1997-08-01 | 51.2794464362170 |
| 1997-09-01 | 51.5066598356287 |
| 1997-10-01 | 51.0120387907945 |
| 1997-11-01 | 50.9767823694455 |
| 1997-12-01 | 51.1808239132225 |
| 1998-01-01 | 50.8248679975592 |
| 1998-02-01 | 50.6289396116071 |
| 1998-03-01 | 50.3998370294589 |
| 1998-04-01 | 50.5650271853702 |
| 1998-05-01 | 50.5992946939215 |
| 1998-06-01 | 50.4553411164931 |
| 1998-07-01 | 50.2385989786187 |
| 1998-08-01 | 50.3014527969805 |
| 1998-09-01 | 50.4813311590788 |
| 1998-10-01 | 48.7489127260666 |
| 1998-11-01 | 48.7257971216857 |
| 1998-12-01 | 48.9063798988655 |
| 1999-01-01 | 51.0112159134145 |
| 1999-02-01 | 51.2571440809094 |
| 1999-03-01 | 51.2143878417650 |
| 1999-04-01 | 51.5375487412111 |
| 1999-05-01 | 51.5927107362311 |
| 1999-06-01 | 51.6609836883570 |
| 1999-07-01 | 51.7606883054980 |
| 1999-08-01 | 51.9198308465864 |
| 1999-09-01 | 51.6716974961266 |
| 1999-10-01 | 51.8256553150465 |
| 1999-11-01 | 52.1238598438320 |
| 1999-12-01 | 52.0917467767372 |
| 2000-01-01 | 52.2122972340499 |
| 2000-02-01 | 52.1861408183766 |
| 2000-03-01 | 52.3893505059731 |
| 2000-04-01 | 50.9333243702131 |
| 2000-05-01 | 50.9103322469766 |
| 2000-06-01 | 50.9502982198870 |
| 2000-07-01 | 51.0995073443852 |
| 2000-08-01 | 51.2086951331375 |
| 2000-09-01 | 51.6521671316530 |
| 2000-10-01 | 51.8028977686563 |
| 2000-11-01 | 52.0826532863717 |
| 2000-12-01 | 52.3067954701961 |
| 2001-01-01 | 52.7372670556789 |
| 2001-02-01 | 52.9013829100595 |
| 2001-03-01 | 53.0395196759805 |
| 2001-04-01 | 53.0064946555600 |
| 2001-05-01 | 53.1817104070346 |
| 2001-06-01 | 53.7174299550913 |
| 2001-07-01 | 54.3721295065100 |
| 2001-08-01 | 54.3193248822521 |
| 2001-09-01 | 54.5480959853775 |
| 2001-10-01 | 54.8847000522016 |
| 2001-11-01 | 54.7155379517868 |
| 2001-12-01 | 54.9888313235979 |
| 2002-01-01 | 55.0787323133652 |
| 2002-02-01 | 55.4174291624767 |
| 2002-03-01 | 55.5578957768072 |
| 2002-04-01 | 55.4244818794146 |
| 2002-05-01 | 56.2855778314504 |
| 2002-06-01 | 56.6887159474532 |
| 2002-07-01 | 57.1981936772539 |
| 2002-08-01 | 57.6018306049531 |
| 2002-09-01 | 57.2619287015573 |
| 2002-10-01 | 57.4038589739533 |
| 2002-11-01 | 57.6776667612602 |
| 2002-12-01 | 57.8068802578388 |
| 2003-01-01 | 59.3385177040643 |
| 2003-02-01 | 59.3108949886693 |
| 2003-03-01 | 59.4554004369996 |
| 2003-04-01 | 59.8877369995228 |
| 2003-05-01 | 59.5627626424221 |
| 2003-06-01 | 59.5837687620311 |
| 2003-07-01 | 59.8398347986019 |
| 2003-08-01 | 61.5444730293671 |
| 2003-09-01 | 61.7112055577773 |
| 2003-10-01 | 61.6487270604233 |
| 2003-11-01 | 61.7227381249235 |
| 2003-12-01 | 62.3636591059300 |
| 2004-01-01 | 63.2341438268540 |
| 2004-02-01 | 63.4995410599620 |
| 2004-03-01 | 63.9518824895909 |
| 2004-04-01 | 64.1937199869170 |
| 2004-05-01 | 64.6504928119154 |
| 2004-06-01 | 64.9793619426853 |
| 2004-07-01 | 64.5012901821295 |
| 2004-08-01 | 64.6139930611149 |
| 2004-09-01 | 65.7296015326672 |
| 2004-10-01 | 66.0851278046324 |
| 2004-11-01 | 66.4541826840676 |
| 2004-12-01 | 66.9256317951611 |
| 2005-01-01 | 66.7946470949854 |
| 2005-02-01 | 67.2169862919561 |
| 2005-03-01 | 67.3031007382655 |
| 2005-04-01 | 67.5883830181471 |
| 2005-05-01 | 67.8844531877052 |
| 2005-06-01 | 67.8352778192940 |
| 2005-07-01 | 67.5351976109730 |
| 2005-08-01 | 67.2104461451620 |
| 2005-09-01 | 69.7733274896363 |
| 2005-10-01 | 70.3319455982087 |
| 2005-11-01 | 70.4001261262804 |
| 2005-12-01 | 70.0645240070554 |
| 2006-01-01 | 68.8499547744300 |
| 2006-02-01 | 67.7352864743943 |
| 2006-03-01 | 70.3343481203969 |
| 2006-04-01 | 72.2164306618943 |
| 2006-05-01 | 70.6422328431551 |
| 2006-06-01 | 70.7489558408687 |
| 2006-07-01 | 73.6975585509580 |
| 2006-08-01 | 72.7229552240187 |
| 2006-09-01 | 71.2889253794405 |
| 2006-10-01 | 71.9898638238798 |
| 2006-11-01 | 72.0748700403886 |
| 2006-12-01 | 71.2707404749755 |
| 2007-01-01 | 71.5017899451011 |
| 2007-02-01 | 73.3694577787286 |
| 2007-03-01 | 72.1331169816411 |
| 2007-04-01 | 70.6248603190728 |
| 2007-05-01 | 72.1485716595906 |
| 2007-06-01 | 73.0750278426020 |
| 2007-07-01 | 73.4542424844568 |
| 2007-08-01 | 74.0120176871038 |
| 2007-09-01 | 75.4845272801359 |
| 2007-10-01 | 75.5390447299607 |
| 2007-11-01 | 76.1168476815836 |
| 2007-12-01 | 77.1609668722947 |
| 2008-01-01 | 77.7094408721391 |
| 2008-02-01 | 78.3695436524560 |
| 2008-03-01 | 78.8215734740493 |
| 2008-04-01 | 79.6280973227825 |
| 2008-05-01 | 79.8804722226645 |
| 2008-06-01 | 80.0868762661322 |
| 2008-07-01 | 80.6693355973386 |
| 2008-08-01 | 80.9912345201940 |
| 2008-09-01 | 81.0964823012682 |
| 2008-10-01 | 81.0417737638962 |
| 2008-11-01 | 81.1830875529439 |
| 2008-12-01 | 81.4815921978659 |
| 2009-01-01 | 81.3693526191435 |
| 2009-02-01 | 81.4812497546648 |
| 2009-03-01 | 81.4948874139235 |
| 2009-04-01 | 81.7868467421154 |
| 2009-05-01 | 83.1305268879105 |
| 2009-06-01 | 83.1792829705138 |
| 2009-07-01 | 82.5568470072889 |
| 2009-08-01 | 82.6603727545057 |
| 2009-09-01 | 83.0719338802447 |
| 2009-10-01 | 83.2576360505004 |
| 2009-11-01 | 83.6695346390919 |
| 2009-12-01 | 83.8425106883406 |
| 2010-01-01 | 84.0417033512080 |
| 2010-02-01 | 83.6924068768073 |
| 2010-03-01 | 84.4263988735600 |
| 2010-04-01 | 84.0724200972077 |
| 2010-05-01 | 85.3243024499071 |
| 2010-06-01 | 84.6449868667054 |
| 2010-07-01 | 84.0763025338450 |
| 2010-08-01 | 83.8355620634846 |
| 2010-09-01 | 83.9295315043175 |
| 2010-10-01 | 84.1407545406886 |
| 2010-11-01 | 84.1131740920967 |
| 2010-12-01 | 84.3526249210540 |
| 2011-01-01 | 84.3542591675981 |
| 2011-02-01 | 84.6571873799338 |
| 2011-03-01 | 84.7559879441160 |
| 2011-04-01 | 85.0191065908965 |
| 2011-05-01 | 84.8393924531748 |
| 2011-06-01 | 84.7799849297576 |
| 2011-07-01 | 86.9396102258441 |
| 2011-08-01 | 87.0894371138325 |
| 2011-09-01 | 86.6433561679988 |
| 2011-10-01 | 86.7059564022372 |
| 2011-11-01 | 86.8273550651212 |
| 2011-12-01 | 86.4834675585928 |
| 2012-01-01 | 86.8544893388745 |
| 2012-02-01 | 87.0126876223058 |
| 2012-03-01 | 87.1870425690622 |
| 2012-04-01 | 87.7321975142495 |
| 2012-05-01 | 87.6999092535319 |
| 2012-06-01 | 88.0510198274209 |
| 2012-07-01 | 88.8348019979688 |
| 2012-08-01 | 89.5716867804221 |
| 2012-09-01 | 89.7351518193637 |
| 2012-10-01 | 89.3788387656125 |
| 2012-11-01 | 89.3115365219395 |
| 2012-12-01 | 89.5455647245531 |
| 2013-01-01 | 89.4092156544692 |
| 2013-02-01 | 89.9280962738773 |
| 2013-03-01 | 90.1951665205002 |
| 2013-04-01 | 89.8842414649334 |
| 2013-05-01 | 90.1608566581442 |
| 2013-06-01 | 89.7695118601211 |
| 2013-07-01 | 90.6713798673560 |
| 2013-08-01 | 91.1537727703738 |
| 2013-09-01 | 91.3833072699461 |
| 2013-10-01 | 91.3987432406863 |
| 2013-11-01 | 91.6805901514122 |
| 2013-12-01 | 91.7414580451825 |
| 2014-01-01 | 91.6696612255355 |
| 2014-02-01 | 91.7969670983811 |
| 2014-03-01 | 92.1838732475530 |
| 2014-04-01 | 92.7251594914214 |
| 2014-05-01 | 92.9714657184877 |
| 2014-06-01 | 93.0352639878075 |
| 2014-07-01 | 93.0298319788701 |
| 2014-08-01 | 93.2069427023876 |
| 2014-09-01 | 92.9562935606488 |
| 2014-10-01 | 93.1902084817747 |
| 2014-11-01 | 93.2601304580700 |
| 2014-12-01 | 93.3785136608520 |
| 2015-01-01 | 93.9542289569663 |
| 2015-02-01 | 93.9507862513855 |
| 2015-03-01 | 94.1854385882048 |
| 2015-04-01 | 94.6310639812461 |
| 2015-05-01 | 94.7852961259876 |
| 2015-06-01 | 94.9786786825539 |
| 2015-07-01 | 95.5978156870067 |
| 2015-08-01 | 95.7698627320470 |
| 2015-09-01 | 96.1386375781159 |
| 2015-10-01 | 96.0970526926302 |
| 2015-11-01 | 96.1819393916294 |
| 2015-12-01 | 96.4114281784426 |
| 2016-01-01 | 96.4456565406940 |
| 2016-02-01 | 96.5552200698258 |
| 2016-03-01 | 96.4432784226374 |
| 2016-04-01 | 96.4688753654300 |
| 2016-05-01 | 96.4819442453057 |
| 2016-06-01 | 96.5765702934026 |
| 2016-07-01 | 95.8597754791863 |
| 2016-08-01 | 96.6743142581782 |
| 2016-09-01 | 96.7234820678806 |
| 2016-10-01 | 97.4988814289206 |
| 2016-11-01 | 97.6078600824794 |
| 2016-12-01 | 97.3721128660039 |
| 2017-01-01 | 97.6449970336183 |
| 2017-02-01 | 97.9540456693215 |
| 2017-03-01 | 98.1810302735573 |
| 2017-04-01 | 97.9903735707522 |
| 2017-05-01 | 98.3656340291929 |
| 2017-06-01 | 98.0396731868984 |
| 2017-07-01 | 97.8546501736131 |
| 2017-08-01 | 98.2842147510474 |
| 2017-09-01 | 98.3672989470885 |
| 2017-10-01 | 98.2399026634324 |
| 2017-11-01 | 97.3705253479742 |
| 2017-12-01 | 98.3998137561071 |
| 2018-01-01 | 98.3337904873315 |
| 2018-02-01 | 98.3452970063618 |
| 2018-03-01 | 98.6698861478129 |
| 2018-04-01 | 98.9274156488525 |
| 2018-05-01 | 98.8073353223761 |
| 2018-06-01 | 99.1046161737331 |
| 2018-07-01 | 99.4244554131804 |
| 2018-08-01 | 99.4537906989127 |
| 2018-09-01 | 99.5223950823288 |
| 2018-10-01 | 99.6001820576028 |
| 2018-11-01 | 99.7555291517190 |
| 2018-12-01 | 99.4288257412098 |
| 2019-01-01 | 100.7598391418530 |
| 2019-02-01 | 101.3959327235250 |
| 2019-03-01 | 101.6088287703400 |
| 2019-04-01 | 101.6599765965080 |
| 2019-05-01 | 101.5310992148430 |
| 2019-06-01 | 102.0476461978800 |
| 2019-07-01 | 101.4084497010800 |
| 2019-08-01 | 101.6574390044880 |
| 2019-09-01 | 101.8396682340290 |
| 2019-10-01 | 101.6198830363200 |
| 2019-11-01 | 101.6511313695520 |
| 2019-12-01 | 102.1122594087180 |
| 2020-01-01 | 102.3565604638830 |
| 2020-02-01 | 102.1719607424500 |
| 2020-03-01 | 101.8311780657580 |
| 2020-04-01 | 89.9674404648198 |
| 2020-05-01 | 91.8613613373425 |
| 2020-06-01 | 93.3788269513837 |
| 2020-07-01 | 94.5165364260324 |
| 2020-08-01 | 95.3044416614227 |
| 2020-09-01 | 95.6508578417901 |
| 2020-10-01 | 96.5008916314385 |
| 2020-11-01 | 97.7178030575935 |
| 2020-12-01 | 97.3975018429436 |
| 2021-01-01 | 96.9824981050366 |
| 2021-02-01 | 96.9187290621493 |
| 2021-03-01 | 97.5797676248738 |
| 2021-04-01 | 97.5006797185387 |
| 2021-05-01 | 97.2178053200027 |
| 2021-06-01 | 97.2399525974025 |
| 2021-07-01 | 97.6196892573662 |
| 2021-08-01 | 97.0816857915584 |
| 2021-09-01 | 95.8885515682208 |
| 2021-10-01 | 97.3724885134204 |
| 2021-11-01 | 97.8108203607458 |
| 2021-12-01 | 97.4007308477521 |
| 2022-01-01 | 97.6457852481337 |
| 2022-02-01 | 98.0909484088098 |
| 2022-03-01 | 97.7321071582412 |
| 2022-04-01 | 99.0074300806828 |
| 2022-05-01 | 99.2452309924925 |
| 2022-06-01 | 99.2602474657365 |
| 2022-07-01 | 99.4028461999403 |
| 2022-08-01 | 99.9372408667362 |
| 2022-09-01 | 100.0945096952880 |
| 2022-10-01 | 100.4591412061440 |
| 2022-11-01 | 101.1854829821930 |
| 2022-12-01 | 101.4106827370950 |
| 2023-01-01 | 102.2691694040790 |
| 2023-02-01 | 103.1594429665450 |
| 2023-03-01 | 103.0296139455370 |
| 2023-04-01 | 103.3341552647950 |
| 2023-05-01 | 103.9096128289320 |
| 2023-06-01 | 103.9891217689790 |
| 2023-07-01 | 104.2771846178800 |
| 2023-08-01 | 104.6019495428160 |
| 2023-09-01 | 105.2315005493270 |
| 2023-10-01 | 105.5480565990300 |
| 2023-11-01 | 105.5281891382790 |
| 2023-12-01 | 106.2107019077880 |
| 2024-01-01 | 106.4918699428510 |
| 2024-02-01 | 106.8073274793420 |
| 2024-03-01 | 106.9519321638880 |
| 2024-04-01 | 107.2253977140560 |
| 2024-05-01 | 107.2090672565360 |
| 2024-06-01 | 107.7423698533780 |
| 2024-07-01 | 108.1505866292470 |
| 2024-08-01 | 108.0527106754200 |
| 2024-09-01 | 108.3220073040040 |
| 2024-10-01 | 108.5900557929920 |
| 2024-11-01 | 108.6350973893430 |
| 2024-12-01 | 108.6985673796990 |
| 2025-01-01 | 109.0754072261370 |
| 2025-02-01 | 109.1098715051110 |
| 2025-03-01 | 109.4314864234610 |
| 2025-04-01 | 109.8009402649060 |
| 2025-05-01 | 109.9081922336760 |
| 2025-06-01 | 110.4795428762750 |
| 2025-07-01 | 109.2197112794230 |
| 2025-08-01 | 109.9707110915860 |
| 2025-09-01 | 109.7498841447070 |
| 2025-10-01 | 109.2727156028060 |
| 2025-11-01 | 109.6146545518080 |
| 2025-12-01 | 110.1338126347590 |
| 2026-01-01 | 109.1882833936580 |
| 2026-02-01 | 109.0578353936050 |
| 2026-03-01 | 109.2059986012950 |
| 2026-04-01 | 108.3099225223180 |
| 2026-05-01 | 109.3225557818790 |
| 2026-06-01 | 109.4090832125080 |
| 2026-07-01 | 109.2858557025560 |