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 2026-06-01 |
| Last Updated | 2026-07-22 9:32 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 | 40.7957690819727 |
| 1990-02-01 | 40.9793688615251 |
| 1990-03-01 | 41.0020850517993 |
| 1990-04-01 | 40.9022409305326 |
| 1990-05-01 | 40.9186502001730 |
| 1990-06-01 | 41.3586745614752 |
| 1990-07-01 | 41.5899182315830 |
| 1990-08-01 | 42.0254047656811 |
| 1990-09-01 | 42.8868266334370 |
| 1990-10-01 | 42.5714420143708 |
| 1990-11-01 | 42.8377412269410 |
| 1990-12-01 | 42.5930813126551 |
| 1991-01-01 | 43.2069850687935 |
| 1991-02-01 | 43.3010853907290 |
| 1991-03-01 | 43.5343647365930 |
| 1991-04-01 | 42.6787202468630 |
| 1991-05-01 | 42.7933278550806 |
| 1991-06-01 | 42.6472469046625 |
| 1991-07-01 | 42.6834186571449 |
| 1991-08-01 | 42.8342263300190 |
| 1991-09-01 | 42.9767181468700 |
| 1991-10-01 | 43.2793074646913 |
| 1991-11-01 | 43.4644139472102 |
| 1991-12-01 | 43.7776851732709 |
| 1992-01-01 | 43.9065252268598 |
| 1992-02-01 | 44.0083162343887 |
| 1992-03-01 | 44.1647720847021 |
| 1992-04-01 | 44.5582442583714 |
| 1992-05-01 | 44.7800659838347 |
| 1992-06-01 | 45.1149182629223 |
| 1992-07-01 | 45.3118807210617 |
| 1992-08-01 | 45.3936305008965 |
| 1992-09-01 | 45.3331788506352 |
| 1992-10-01 | 45.6015772285252 |
| 1992-11-01 | 45.6880509785151 |
| 1992-12-01 | 45.7788241800438 |
| 1993-01-01 | 45.7162054870653 |
| 1993-02-01 | 45.8770828935843 |
| 1993-03-01 | 45.8442938696333 |
| 1993-04-01 | 45.9614545304082 |
| 1993-05-01 | 45.9645655379232 |
| 1993-06-01 | 46.0092686250581 |
| 1993-07-01 | 46.2147424921191 |
| 1993-08-01 | 46.5163820081790 |
| 1993-09-01 | 46.3748280315226 |
| 1993-10-01 | 46.0637788213947 |
| 1993-11-01 | 45.9466486680348 |
| 1993-12-01 | 45.6300345300191 |
| 1994-01-01 | 46.0020363103150 |
| 1994-02-01 | 45.9163199081114 |
| 1994-03-01 | 46.0769973752443 |
| 1994-04-01 | 46.0682538850650 |
| 1994-05-01 | 46.1704695476508 |
| 1994-06-01 | 46.0050294225814 |
| 1994-07-01 | 46.7724958678926 |
| 1994-08-01 | 46.6135126985358 |
| 1994-09-01 | 47.1527592060506 |
| 1994-10-01 | 46.7189948016947 |
| 1994-11-01 | 46.8622546911968 |
| 1994-12-01 | 46.9492924251203 |
| 1995-01-01 | 47.0757656222114 |
| 1995-02-01 | 47.2395930259364 |
| 1995-03-01 | 47.1955977576290 |
| 1995-04-01 | 47.0718463155169 |
| 1995-05-01 | 47.1607842203071 |
| 1995-06-01 | 47.1222275379174 |
| 1995-07-01 | 46.9263338244238 |
| 1995-08-01 | 46.9220981385346 |
| 1995-09-01 | 48.2510079178978 |
| 1995-10-01 | 48.7452578781836 |
| 1995-11-01 | 48.5586980116770 |
| 1995-12-01 | 48.6382372224656 |
| 1996-01-01 | 48.6173193854610 |
| 1996-02-01 | 48.8033348664588 |
| 1996-03-01 | 48.9551577991304 |
| 1996-04-01 | 49.2348771973653 |
| 1996-05-01 | 49.1426227672551 |
| 1996-06-01 | 49.2495765116416 |
| 1996-07-01 | 49.1338850400035 |
| 1996-08-01 | 49.2732942942124 |
| 1996-09-01 | 49.3729086253431 |
| 1996-10-01 | 49.4781708613092 |
| 1996-11-01 | 49.5687465782857 |
| 1996-12-01 | 49.6441486966630 |
| 1997-01-01 | 50.7354127078101 |
| 1997-02-01 | 50.7586086903682 |
| 1997-03-01 | 50.8575263369794 |
| 1997-04-01 | 50.6124692926793 |
| 1997-05-01 | 50.7182564333654 |
| 1997-06-01 | 50.8108052055216 |
| 1997-07-01 | 51.2865838014890 |
| 1997-08-01 | 51.2793667091224 |
| 1997-09-01 | 51.5064159094994 |
| 1997-10-01 | 51.0121652530275 |
| 1997-11-01 | 50.9767082162910 |
| 1997-12-01 | 51.1806205149727 |
| 1998-01-01 | 50.8250725844157 |
| 1998-02-01 | 50.6291073852611 |
| 1998-03-01 | 50.3998558343718 |
| 1998-04-01 | 50.5650963643503 |
| 1998-05-01 | 50.5993211474335 |
| 1998-06-01 | 50.4553381830561 |
| 1998-07-01 | 50.2385394529979 |
| 1998-08-01 | 50.3013474925521 |
| 1998-09-01 | 50.4811122930184 |
| 1998-10-01 | 48.7490404113335 |
| 1998-11-01 | 48.7257881430065 |
| 1998-12-01 | 48.9062576061746 |
| 1999-01-01 | 51.0113905172040 |
| 1999-02-01 | 51.2572742270966 |
| 1999-03-01 | 51.2144003032853 |
| 1999-04-01 | 51.5375676840882 |
| 1999-05-01 | 51.5927199135202 |
| 1999-06-01 | 51.6609496829534 |
| 1999-07-01 | 51.7606326834670 |
| 1999-08-01 | 51.9197585800137 |
| 1999-09-01 | 51.6715468447792 |
| 1999-10-01 | 51.8257651433406 |
| 1999-11-01 | 52.1238977538624 |
| 1999-12-01 | 52.0917214397753 |
| 2000-01-01 | 52.2123879917962 |
| 2000-02-01 | 52.1861957867028 |
| 2000-03-01 | 52.3893366121243 |
| 2000-04-01 | 50.9332871964091 |
| 2000-05-01 | 50.9103235557269 |
| 2000-06-01 | 50.9502342060061 |
| 2000-07-01 | 51.0994910855818 |
| 2000-08-01 | 51.2087367403461 |
| 2000-09-01 | 51.6521012302527 |
| 2000-10-01 | 51.8029659605270 |
| 2000-11-01 | 52.0827273694347 |
| 2000-12-01 | 52.3068683680320 |
| 2001-01-01 | 52.7372346485712 |
| 2001-02-01 | 52.9013359654875 |
| 2001-03-01 | 53.0394613781770 |
| 2001-04-01 | 53.0063994139836 |
| 2001-05-01 | 53.1817004667473 |
| 2001-06-01 | 53.7173640172764 |
| 2001-07-01 | 54.3721845863043 |
| 2001-08-01 | 54.3194909891233 |
| 2001-09-01 | 54.5480904262766 |
| 2001-10-01 | 54.8847491291879 |
| 2001-11-01 | 54.7156300281313 |
| 2001-12-01 | 54.9889684098815 |
| 2002-01-01 | 55.0785746270385 |
| 2002-02-01 | 55.4172898531194 |
| 2002-03-01 | 55.5577793953524 |
| 2002-04-01 | 55.4243531616427 |
| 2002-05-01 | 56.2855529760863 |
| 2002-06-01 | 56.6886626903231 |
| 2002-07-01 | 57.1983748794209 |
| 2002-08-01 | 57.6021653097951 |
| 2002-09-01 | 57.2619031492291 |
| 2002-10-01 | 57.4038793818268 |
| 2002-11-01 | 57.6777513521358 |
| 2002-12-01 | 57.8070436659348 |
| 2003-01-01 | 59.3382320610850 |
| 2003-02-01 | 59.3106784844469 |
| 2003-03-01 | 59.4552439916467 |
| 2003-04-01 | 59.8875812544231 |
| 2003-05-01 | 59.5627543841224 |
| 2003-06-01 | 59.5838141331056 |
| 2003-07-01 | 59.8401657922444 |
| 2003-08-01 | 61.5448826830072 |
| 2003-09-01 | 61.7111347509345 |
| 2003-10-01 | 61.6486983048925 |
| 2003-11-01 | 61.7227492590744 |
| 2003-12-01 | 62.3637247409862 |
| 2004-01-01 | 63.2339080037994 |
| 2004-02-01 | 63.4992678522702 |
| 2004-03-01 | 63.9517163141764 |
| 2004-04-01 | 64.1935814444253 |
| 2004-05-01 | 64.6504780385884 |
| 2004-06-01 | 64.9794166592595 |
| 2004-07-01 | 64.5018325800921 |
| 2004-08-01 | 64.6145881101501 |
| 2004-09-01 | 65.7293449369839 |
| 2004-10-01 | 66.0850444028322 |
| 2004-11-01 | 66.4541169800411 |
| 2004-12-01 | 66.9255721534716 |
| 2005-01-01 | 66.7944910716977 |
| 2005-02-01 | 67.2166552408633 |
| 2005-03-01 | 67.3029816145498 |
| 2005-04-01 | 67.5882688007134 |
| 2005-05-01 | 67.8844584360929 |
| 2005-06-01 | 67.8353668805301 |
| 2005-07-01 | 67.5358554182643 |
| 2005-08-01 | 67.2111399756194 |
| 2005-09-01 | 69.7728423155810 |
| 2005-10-01 | 70.3318721173972 |
| 2005-11-01 | 70.4000137920109 |
| 2005-12-01 | 70.0643576421079 |
| 2006-01-01 | 68.8499228018054 |
| 2006-02-01 | 67.7349352906916 |
| 2006-03-01 | 70.3342985604922 |
| 2006-04-01 | 72.2163510573923 |
| 2006-05-01 | 70.6422280471404 |
| 2006-06-01 | 70.7489598151966 |
| 2006-07-01 | 73.6982756853975 |
| 2006-08-01 | 72.7237626624643 |
| 2006-09-01 | 71.2882868314084 |
| 2006-10-01 | 71.9898558244822 |
| 2006-11-01 | 72.0747841258961 |
| 2006-12-01 | 71.2705633755793 |
| 2007-01-01 | 71.5017436008059 |
| 2007-02-01 | 73.3691318985567 |
| 2007-03-01 | 72.1331254389050 |
| 2007-04-01 | 70.6247926516315 |
| 2007-05-01 | 72.1485917089688 |
| 2007-06-01 | 73.0751038096122 |
| 2007-07-01 | 73.4547364849020 |
| 2007-08-01 | 74.0125851191906 |
| 2007-09-01 | 75.4839657931231 |
| 2007-10-01 | 75.5390913622683 |
| 2007-11-01 | 76.1167957381544 |
| 2007-12-01 | 77.1608329279224 |
| 2008-01-01 | 77.7093941436003 |
| 2008-02-01 | 78.3692971712717 |
| 2008-03-01 | 78.8215911224314 |
| 2008-04-01 | 79.6280527926335 |
| 2008-05-01 | 79.8804987820887 |
| 2008-06-01 | 80.0870007757351 |
| 2008-07-01 | 80.6696174678743 |
| 2008-08-01 | 80.9915452072220 |
| 2008-09-01 | 81.0961526585885 |
| 2008-10-01 | 81.0418074807110 |
| 2008-11-01 | 81.1830531790866 |
| 2008-12-01 | 81.4815118757495 |
| 2009-01-01 | 81.3693034451281 |
| 2009-02-01 | 81.4810849055569 |
| 2009-03-01 | 81.4949041945534 |
| 2009-04-01 | 81.7868357457386 |
| 2009-05-01 | 83.1305765407347 |
| 2009-06-01 | 83.1795188429881 |
| 2009-07-01 | 82.5568873329268 |
| 2009-08-01 | 82.6604147024843 |
| 2009-09-01 | 83.0718099021978 |
| 2009-10-01 | 83.2576237079889 |
| 2009-11-01 | 83.6695029839504 |
| 2009-12-01 | 83.8424861996251 |
| 2010-01-01 | 84.0416971074476 |
| 2010-02-01 | 83.6922763542944 |
| 2010-03-01 | 84.4264242830826 |
| 2010-04-01 | 84.0724486845277 |
| 2010-05-01 | 85.3243533919535 |
| 2010-06-01 | 84.6452239528858 |
| 2010-07-01 | 84.0762450480793 |
| 2010-08-01 | 83.8355135319043 |
| 2010-09-01 | 83.9294819110037 |
| 2010-10-01 | 84.1407131004141 |
| 2010-11-01 | 84.1131425552252 |
| 2010-12-01 | 84.3526129542905 |
| 2011-01-01 | 84.3542631800238 |
| 2011-02-01 | 84.6571092420303 |
| 2011-03-01 | 84.7560193239395 |
| 2011-04-01 | 85.0191493478322 |
| 2011-05-01 | 84.8394572317122 |
| 2011-06-01 | 84.7801880529113 |
| 2011-07-01 | 86.9395185273151 |
| 2011-08-01 | 87.0893645496479 |
| 2011-09-01 | 86.6432973815682 |
| 2011-10-01 | 86.7059188695216 |
| 2011-11-01 | 86.8273314395722 |
| 2011-12-01 | 86.4834638428876 |
| 2012-01-01 | 86.8544964566495 |
| 2012-02-01 | 87.0126563275918 |
| 2012-03-01 | 87.1870717101974 |
| 2012-04-01 | 87.7322385653240 |
| 2012-05-01 | 87.6999646820888 |
| 2012-06-01 | 88.0511474795295 |
| 2012-07-01 | 88.8347422369775 |
| 2012-08-01 | 89.5716253125276 |
| 2012-09-01 | 89.7350967757635 |
| 2012-10-01 | 89.3788089822904 |
| 2012-11-01 | 89.3115206260130 |
| 2012-12-01 | 89.5455628865984 |
| 2013-01-01 | 89.4092163854537 |
| 2013-02-01 | 89.9281052382832 |
| 2013-03-01 | 90.1951828274173 |
| 2013-04-01 | 89.8842679463568 |
| 2013-05-01 | 90.1608953175727 |
| 2013-06-01 | 89.7695769831089 |
| 2013-07-01 | 90.6713552313339 |
| 2013-08-01 | 91.1537286970346 |
| 2013-09-01 | 91.3832689491152 |
| 2013-10-01 | 91.3987186392181 |
| 2013-11-01 | 91.6805785166216 |
| 2013-12-01 | 91.7414610090426 |
| 2014-01-01 | 91.6696687559498 |
| 2014-02-01 | 91.7969757227141 |
| 2014-03-01 | 92.1838807220660 |
| 2014-04-01 | 92.7251701273279 |
| 2014-05-01 | 92.9714819037435 |
| 2014-06-01 | 93.0352930080821 |
| 2014-07-01 | 93.0298473712975 |
| 2014-08-01 | 93.2069373054238 |
| 2014-09-01 | 92.9562759779207 |
| 2014-10-01 | 93.1901417043201 |
| 2014-11-01 | 93.2601274283444 |
| 2014-12-01 | 93.3785237280545 |
| 2015-01-01 | 93.9542347428003 |
| 2015-02-01 | 93.9507916776708 |
| 2015-03-01 | 94.1854445864983 |
| 2015-04-01 | 94.6310718400043 |
| 2015-05-01 | 94.7852618779927 |
| 2015-06-01 | 94.9787028479085 |
| 2015-07-01 | 95.5979017745650 |
| 2015-08-01 | 95.7698779262165 |
| 2015-09-01 | 96.1386375298321 |
| 2015-10-01 | 96.0969475870274 |
| 2015-11-01 | 96.1819001981566 |
| 2015-12-01 | 96.4114462166520 |
| 2016-01-01 | 96.4456610339617 |
| 2016-02-01 | 96.5552245833532 |
| 2016-03-01 | 96.4432926978455 |
| 2016-04-01 | 96.4689037865808 |
| 2016-05-01 | 96.4818882531068 |
| 2016-06-01 | 96.5766156139917 |
| 2016-07-01 | 95.8599365891818 |
| 2016-08-01 | 96.6743129979055 |
| 2016-09-01 | 96.7234306929417 |
| 2016-10-01 | 97.4986517582576 |
| 2016-11-01 | 97.6077379493360 |
| 2016-12-01 | 97.3721036413999 |
| 2017-01-01 | 97.6451231154421 |
| 2017-02-01 | 97.9541981333079 |
| 2017-03-01 | 98.1811665896602 |
| 2017-04-01 | 97.9904616546426 |
| 2017-05-01 | 98.3655327039453 |
| 2017-06-01 | 98.0397003316595 |
| 2017-07-01 | 97.8548367912092 |
| 2017-08-01 | 98.2840794604497 |
| 2017-09-01 | 98.3670476922908 |
| 2017-10-01 | 98.2394376975752 |
| 2017-11-01 | 97.3701343935774 |
| 2017-12-01 | 98.3997645497344 |
| 2018-01-01 | 98.3342611954625 |
| 2018-02-01 | 98.3459311663049 |
| 2018-03-01 | 98.6704217522099 |
| 2018-04-01 | 98.9277699781200 |
| 2018-05-01 | 98.8071311915606 |
| 2018-06-01 | 99.1046633600495 |
| 2018-07-01 | 99.4245600892763 |
| 2018-08-01 | 99.4533230235875 |
| 2018-09-01 | 99.5214385720924 |
| 2018-10-01 | 99.5988882980731 |
| 2018-11-01 | 99.7543128319093 |
| 2018-12-01 | 99.4287274514164 |
| 2019-01-01 | 100.7597530329000 |
| 2019-02-01 | 101.4014153497600 |
| 2019-03-01 | 101.6092260691010 |
| 2019-04-01 | 101.6602591035310 |
| 2019-05-01 | 101.5306900812340 |
| 2019-06-01 | 102.0477758628260 |
| 2019-07-01 | 101.4072202011120 |
| 2019-08-01 | 101.6566385501830 |
| 2019-09-01 | 101.8380164365330 |
| 2019-10-01 | 101.6173689619960 |
| 2019-11-01 | 101.6474658899610 |
| 2019-12-01 | 102.1125837534280 |
| 2020-01-01 | 102.3564624253420 |
| 2020-02-01 | 102.1828365431880 |
| 2020-03-01 | 101.8339941152040 |
| 2020-04-01 | 89.9673821628100 |
| 2020-05-01 | 91.8602840086261 |
| 2020-06-01 | 93.3785898034760 |
| 2020-07-01 | 94.5141451393487 |
| 2020-08-01 | 95.3029071631046 |
| 2020-09-01 | 95.6477394448405 |
| 2020-10-01 | 96.4970848337793 |
| 2020-11-01 | 97.7115034283391 |
| 2020-12-01 | 97.3965323996700 |
| 2021-01-01 | 96.9793759195327 |
| 2021-02-01 | 96.9474123151784 |
| 2021-03-01 | 97.5822527646005 |
| 2021-04-01 | 97.4983951324467 |
| 2021-05-01 | 97.2148366310617 |
| 2021-06-01 | 97.2373880250051 |
| 2021-07-01 | 97.6134983639698 |
| 2021-08-01 | 97.0785466473615 |
| 2021-09-01 | 95.8849629251671 |
| 2021-10-01 | 97.3684637556140 |
| 2021-11-01 | 97.7999364752210 |
| 2021-12-01 | 97.3994018706502 |
| 2022-01-01 | 97.6436391275622 |
| 2022-02-01 | 98.1345046413386 |
| 2022-03-01 | 97.7405632080763 |
| 2022-04-01 | 99.0066576383832 |
| 2022-05-01 | 99.2394941091754 |
| 2022-06-01 | 99.2503393755448 |
| 2022-07-01 | 99.3893293518491 |
| 2022-08-01 | 99.9279598803994 |
| 2022-09-01 | 100.0883188461580 |
| 2022-10-01 | 100.4548805385280 |
| 2022-11-01 | 101.1713304190650 |
| 2022-12-01 | 101.4087264166550 |
| 2023-01-01 | 102.2705305403410 |
| 2023-02-01 | 103.2247582062760 |
| 2023-03-01 | 103.0480769604970 |
| 2023-04-01 | 103.3481028580500 |
| 2023-05-01 | 103.9169242496240 |
| 2023-06-01 | 103.9327997105720 |
| 2023-07-01 | 104.2497152499080 |
| 2023-08-01 | 104.5861431187540 |
| 2023-09-01 | 105.2180628168340 |
| 2023-10-01 | 105.5521984560620 |
| 2023-11-01 | 105.5080355320980 |
| 2023-12-01 | 106.2108264826370 |
| 2024-01-01 | 106.5058006135640 |
| 2024-02-01 | 106.8732287291830 |
| 2024-03-01 | 106.9981079530980 |
| 2024-04-01 | 107.2649236339890 |
| 2024-05-01 | 107.2649632540670 |
| 2024-06-01 | 107.6147534720790 |
| 2024-07-01 | 108.0858949630330 |
| 2024-08-01 | 108.0207635380260 |
| 2024-09-01 | 108.2984655595670 |
| 2024-10-01 | 108.6035842534480 |
| 2024-11-01 | 108.6163909976360 |
| 2024-12-01 | 108.7007897266130 |
| 2025-01-01 | 109.1002163560200 |
| 2025-02-01 | 109.1782153583850 |
| 2025-03-01 | 109.5072925121400 |
| 2025-04-01 | 109.8697644852610 |
| 2025-05-01 | 110.0414305575990 |
| 2025-06-01 | 110.2638679105410 |
| 2025-07-01 | 109.0981071027570 |
| 2025-08-01 | 109.9265713557230 |
| 2025-09-01 | 109.7175104433840 |
| 2025-10-01 | 109.3005607062450 |
| 2025-11-01 | 109.5990808444870 |
| 2025-12-01 | 110.1393256888240 |
| 2026-01-01 | 109.2200021981150 |
| 2026-02-01 | 109.1227452312260 |
| 2026-03-01 | 109.3052971141880 |
| 2026-04-01 | 108.3878939691350 |
| 2026-05-01 | 109.5218110462150 |
| 2026-06-01 | 110.0699662172110 |