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 2026-01-01 |
| Last Updated | 2026-04-10 4:17 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 | 40.7955863681885 |
| 1990-02-01 | 40.9791983519841 |
| 1990-03-01 | 41.0019003222200 |
| 1990-04-01 | 40.9023828142832 |
| 1990-05-01 | 40.9186449557689 |
| 1990-06-01 | 41.3587506546148 |
| 1990-07-01 | 41.5899210457307 |
| 1990-08-01 | 42.0254325337744 |
| 1990-09-01 | 42.8871203755183 |
| 1990-10-01 | 42.5714168837179 |
| 1990-11-01 | 42.8376760080168 |
| 1990-12-01 | 42.5931575886952 |
| 1991-01-01 | 43.2068259661503 |
| 1991-02-01 | 43.3009276200373 |
| 1991-03-01 | 43.5341796518192 |
| 1991-04-01 | 42.6788359179965 |
| 1991-05-01 | 42.7933320863796 |
| 1991-06-01 | 42.6472926063977 |
| 1991-07-01 | 42.6834044234285 |
| 1991-08-01 | 42.8341991196056 |
| 1991-09-01 | 42.9771050950413 |
| 1991-10-01 | 43.2792594654599 |
| 1991-11-01 | 43.4643476095482 |
| 1991-12-01 | 43.7777549669346 |
| 1992-01-01 | 43.9064119904333 |
| 1992-02-01 | 44.0081990884954 |
| 1992-03-01 | 44.1646342755545 |
| 1992-04-01 | 44.5582878393784 |
| 1992-05-01 | 44.7800504082891 |
| 1992-06-01 | 45.1149026470949 |
| 1992-07-01 | 45.3118249322387 |
| 1992-08-01 | 45.3935191546498 |
| 1992-09-01 | 45.3337343412875 |
| 1992-10-01 | 45.6015166720132 |
| 1992-11-01 | 45.6880043613010 |
| 1992-12-01 | 45.7789113447376 |
| 1993-01-01 | 45.7161424978343 |
| 1993-02-01 | 45.8769994541582 |
| 1993-03-01 | 45.8441833838480 |
| 1993-04-01 | 45.9614240386952 |
| 1993-05-01 | 45.9645108714461 |
| 1993-06-01 | 46.0091711639364 |
| 1993-07-01 | 46.2146181742119 |
| 1993-08-01 | 46.5161487622594 |
| 1993-09-01 | 46.3755822567914 |
| 1993-10-01 | 46.0636872983547 |
| 1993-11-01 | 45.9467113268368 |
| 1993-12-01 | 45.6301884428857 |
| 1994-01-01 | 46.0020051984467 |
| 1994-02-01 | 45.9162348118440 |
| 1994-03-01 | 46.0768875942761 |
| 1994-04-01 | 46.0681371526302 |
| 1994-05-01 | 46.1703391757350 |
| 1994-06-01 | 46.0048595244729 |
| 1994-07-01 | 46.7723211445625 |
| 1994-08-01 | 46.6132615385235 |
| 1994-09-01 | 47.1535616996298 |
| 1994-10-01 | 46.7189399790752 |
| 1994-11-01 | 46.8625245716053 |
| 1994-12-01 | 46.9496535865971 |
| 1995-01-01 | 47.0755880904680 |
| 1995-02-01 | 47.2394053392724 |
| 1995-03-01 | 47.1954070428200 |
| 1995-04-01 | 47.0716668459649 |
| 1995-05-01 | 47.1606157349246 |
| 1995-06-01 | 47.1220194321356 |
| 1995-07-01 | 46.9261826772753 |
| 1995-08-01 | 46.9219201885338 |
| 1995-09-01 | 48.2518724608188 |
| 1995-10-01 | 48.7451073860970 |
| 1995-11-01 | 48.5591728213819 |
| 1995-12-01 | 48.6388802865987 |
| 1996-01-01 | 48.6168905493008 |
| 1996-02-01 | 48.8029365257670 |
| 1996-03-01 | 48.9549522826494 |
| 1996-04-01 | 49.2345941585534 |
| 1996-05-01 | 49.1424177579730 |
| 1996-06-01 | 49.2493779375936 |
| 1996-07-01 | 49.1338594548988 |
| 1996-08-01 | 49.2733874672316 |
| 1996-09-01 | 49.3737683839317 |
| 1996-10-01 | 49.4778919721179 |
| 1996-11-01 | 49.5692419705825 |
| 1996-12-01 | 49.6450592316072 |
| 1997-01-01 | 50.7346013682586 |
| 1997-02-01 | 50.7579853718933 |
| 1997-03-01 | 50.8573569750460 |
| 1997-04-01 | 50.6121396554802 |
| 1997-05-01 | 50.7180842069072 |
| 1997-06-01 | 50.8106972871859 |
| 1997-07-01 | 51.2867334256950 |
| 1997-08-01 | 51.2796970759270 |
| 1997-09-01 | 51.5074231061397 |
| 1997-10-01 | 51.0116401271721 |
| 1997-11-01 | 50.9770135500960 |
| 1997-12-01 | 51.1814594412158 |
| 1998-01-01 | 50.8242277998523 |
| 1998-02-01 | 50.6284147398013 |
| 1998-03-01 | 50.3997801329207 |
| 1998-04-01 | 50.5648106969749 |
| 1998-05-01 | 50.5992121961997 |
| 1998-06-01 | 50.4553511990614 |
| 1998-07-01 | 50.2387857698782 |
| 1998-08-01 | 50.3017828080333 |
| 1998-09-01 | 50.4820164753768 |
| 1998-10-01 | 48.7485103008377 |
| 1998-11-01 | 48.7258238177598 |
| 1998-12-01 | 48.9067609922853 |
| 1999-01-01 | 51.0106706409439 |
| 1999-02-01 | 51.2567378358499 |
| 1999-03-01 | 51.2143510851450 |
| 1999-04-01 | 51.5374896643917 |
| 1999-05-01 | 51.5926823559765 |
| 1999-06-01 | 51.6610905799156 |
| 1999-07-01 | 51.7608624392418 |
| 1999-08-01 | 51.9200567862175 |
| 1999-09-01 | 51.6721686515539 |
| 1999-10-01 | 51.8253091344605 |
| 1999-11-01 | 52.1237396283852 |
| 1999-12-01 | 52.0918246038042 |
| 2000-01-01 | 52.2120145622068 |
| 2000-02-01 | 52.1859704913382 |
| 2000-03-01 | 52.3893965991898 |
| 2000-04-01 | 50.9334411028964 |
| 2000-05-01 | 50.9103600236820 |
| 2000-06-01 | 50.9504991355210 |
| 2000-07-01 | 51.0995582690240 |
| 2000-08-01 | 51.2085621519821 |
| 2000-09-01 | 51.6523727939836 |
| 2000-10-01 | 51.8026827190598 |
| 2000-11-01 | 52.0824197233502 |
| 2000-12-01 | 52.3065655705147 |
| 2001-01-01 | 52.7373707485058 |
| 2001-02-01 | 52.9015323353420 |
| 2001-03-01 | 53.0397048814820 |
| 2001-04-01 | 53.0067929586859 |
| 2001-05-01 | 53.1817427956581 |
| 2001-06-01 | 53.7176374327310 |
| 2001-07-01 | 54.3719574707658 |
| 2001-08-01 | 54.3187989114192 |
| 2001-09-01 | 54.5481121965678 |
| 2001-10-01 | 54.8845448903091 |
| 2001-11-01 | 54.7152486596710 |
| 2001-12-01 | 54.9884000537499 |
| 2002-01-01 | 55.0792290952187 |
| 2002-02-01 | 55.4178685184500 |
| 2002-03-01 | 55.5582633982572 |
| 2002-04-01 | 55.4248846281970 |
| 2002-05-01 | 56.2856576182422 |
| 2002-06-01 | 56.6888845584264 |
| 2002-07-01 | 57.1976267607298 |
| 2002-08-01 | 57.6007725338792 |
| 2002-09-01 | 57.2620077139564 |
| 2002-10-01 | 57.4037937339355 |
| 2002-11-01 | 57.6774015855575 |
| 2002-12-01 | 57.8063659150327 |
| 2003-01-01 | 59.3394170539957 |
| 2003-02-01 | 59.3115770951547 |
| 2003-03-01 | 59.4558938757714 |
| 2003-04-01 | 59.8882237732183 |
| 2003-05-01 | 59.5627906978247 |
| 2003-06-01 | 59.5836282055436 |
| 2003-07-01 | 59.8387973535333 |
| 2003-08-01 | 61.5431789297176 |
| 2003-09-01 | 61.7114259149560 |
| 2003-10-01 | 61.6488157910303 |
| 2003-11-01 | 61.7227044325595 |
| 2003-12-01 | 62.3634519490433 |
| 2004-01-01 | 63.2348884002786 |
| 2004-02-01 | 63.5004010651473 |
| 2004-03-01 | 63.9524061655782 |
| 2004-04-01 | 64.1941520673482 |
| 2004-05-01 | 64.6505411952158 |
| 2004-06-01 | 64.9791925512442 |
| 2004-07-01 | 64.4995860484708 |
| 2004-08-01 | 64.6121177661114 |
| 2004-09-01 | 65.7304064258282 |
| 2004-10-01 | 66.0853880791731 |
| 2004-11-01 | 66.4543897329470 |
| 2004-12-01 | 66.9258193074420 |
| 2005-01-01 | 66.7951435167043 |
| 2005-02-01 | 67.2180271316148 |
| 2005-03-01 | 67.3034770688707 |
| 2005-04-01 | 67.5887357065674 |
| 2005-05-01 | 67.8844381118457 |
| 2005-06-01 | 67.8350011001963 |
| 2005-07-01 | 67.5331280049924 |
| 2005-08-01 | 67.2082627984313 |
| 2005-09-01 | 69.7748524536403 |
| 2005-10-01 | 70.3321747172270 |
| 2005-11-01 | 70.4004788212446 |
| 2005-12-01 | 70.0650477514890 |
| 2006-01-01 | 68.8500636947309 |
| 2006-02-01 | 67.7363892816362 |
| 2006-03-01 | 70.3345063538996 |
| 2006-04-01 | 72.2166711208406 |
| 2006-05-01 | 70.6422485962057 |
| 2006-06-01 | 70.7489467302711 |
| 2006-07-01 | 73.6953003753279 |
| 2006-08-01 | 72.7204169387056 |
| 2006-09-01 | 71.2909349345225 |
| 2006-10-01 | 71.9898875608384 |
| 2006-11-01 | 72.0751390016781 |
| 2006-12-01 | 71.2712992195483 |
| 2007-01-01 | 71.5019427996152 |
| 2007-02-01 | 73.3704804047883 |
| 2007-03-01 | 72.1330936570267 |
| 2007-04-01 | 70.6250623210460 |
| 2007-05-01 | 72.1485078727759 |
| 2007-06-01 | 73.0747917884775 |
| 2007-07-01 | 73.4526873957082 |
| 2007-08-01 | 74.0102345880102 |
| 2007-09-01 | 75.4862955381758 |
| 2007-10-01 | 75.5388976072150 |
| 2007-11-01 | 76.1170103954440 |
| 2007-12-01 | 77.1613897057375 |
| 2008-01-01 | 77.7095923411971 |
| 2008-02-01 | 78.3703171846655 |
| 2008-03-01 | 78.8215197712009 |
| 2008-04-01 | 79.6282290091082 |
| 2008-05-01 | 79.8803871157475 |
| 2008-06-01 | 80.0864855303073 |
| 2008-07-01 | 80.6684489676851 |
| 2008-08-01 | 80.9902592448197 |
| 2008-09-01 | 81.0975215022239 |
| 2008-10-01 | 81.0416681446370 |
| 2008-11-01 | 81.1831957532977 |
| 2008-12-01 | 81.4818461352136 |
| 2009-01-01 | 81.3695085405193 |
| 2009-02-01 | 81.4817673471089 |
| 2009-03-01 | 81.4948349243230 |
| 2009-04-01 | 81.7868770730526 |
| 2009-05-01 | 83.1303686013879 |
| 2009-06-01 | 83.1785397116734 |
| 2009-07-01 | 82.5567219789546 |
| 2009-08-01 | 82.6602425470918 |
| 2009-09-01 | 83.0723256664768 |
| 2009-10-01 | 83.2576758432902 |
| 2009-11-01 | 83.6696347074732 |
| 2009-12-01 | 83.8425880870498 |
| 2010-01-01 | 84.0417231994175 |
| 2010-02-01 | 83.6928169783514 |
| 2010-03-01 | 84.4263178694840 |
| 2010-04-01 | 84.0723286764537 |
| 2010-05-01 | 85.3241404157294 |
| 2010-06-01 | 84.6442381984345 |
| 2010-07-01 | 84.0764855713541 |
| 2010-08-01 | 83.8357169613428 |
| 2010-09-01 | 83.9296892307721 |
| 2010-10-01 | 84.1408855815405 |
| 2010-11-01 | 84.1132736179124 |
| 2010-12-01 | 84.3526626956475 |
| 2011-01-01 | 84.3542465016256 |
| 2011-02-01 | 84.6574327794165 |
| 2011-03-01 | 84.7558884089063 |
| 2011-04-01 | 85.0189707523462 |
| 2011-05-01 | 84.8391866587324 |
| 2011-06-01 | 84.7793436912742 |
| 2011-07-01 | 86.9399009643171 |
| 2011-08-01 | 87.0896687423917 |
| 2011-09-01 | 86.6435425854633 |
| 2011-10-01 | 86.7060744900436 |
| 2011-11-01 | 86.8274288543037 |
| 2011-12-01 | 86.4834779326058 |
| 2012-01-01 | 86.8544648775420 |
| 2012-02-01 | 87.0127878609882 |
| 2012-03-01 | 87.1869496531503 |
| 2012-04-01 | 87.7320682175523 |
| 2012-05-01 | 87.6997355413913 |
| 2012-06-01 | 88.0506213426955 |
| 2012-07-01 | 88.8349926666351 |
| 2012-08-01 | 89.5718819476450 |
| 2012-09-01 | 89.7353209091895 |
| 2012-10-01 | 89.3789266894090 |
| 2012-11-01 | 89.3115831357831 |
| 2012-12-01 | 89.5455694667929 |
| 2013-01-01 | 89.4092133659003 |
| 2013-02-01 | 89.9280748888623 |
| 2013-03-01 | 90.1951122564185 |
| 2013-04-01 | 89.8841570747939 |
| 2013-05-01 | 90.1607393000293 |
| 2013-06-01 | 89.7693220485105 |
| 2013-07-01 | 90.6714688414600 |
| 2013-08-01 | 91.1539131845532 |
| 2013-09-01 | 91.3834099411115 |
| 2013-10-01 | 91.3987968575379 |
| 2013-11-01 | 91.6806124657407 |
| 2013-12-01 | 91.7414487712176 |
| 2014-01-01 | 91.6696479160327 |
| 2014-02-01 | 91.7969574625323 |
| 2014-03-01 | 92.1838397401200 |
| 2014-04-01 | 92.7251190576162 |
| 2014-05-01 | 92.9714251515774 |
| 2014-06-01 | 93.0352033503942 |
| 2014-07-01 | 93.0298204821610 |
| 2014-08-01 | 93.2070055030820 |
| 2014-09-01 | 92.9563296472028 |
| 2014-10-01 | 93.1902431870324 |
| 2014-11-01 | 93.2601416987086 |
| 2014-12-01 | 93.3785227306397 |
| 2015-01-01 | 93.9542276821383 |
| 2015-02-01 | 93.9507930146874 |
| 2015-03-01 | 94.1854354525888 |
| 2015-04-01 | 94.6310633240956 |
| 2015-05-01 | 94.7852715526437 |
| 2015-06-01 | 94.9786562686710 |
| 2015-07-01 | 95.5977329582833 |
| 2015-08-01 | 95.7698798428226 |
| 2015-09-01 | 96.1386104204229 |
| 2015-10-01 | 96.0970706033114 |
| 2015-11-01 | 96.1819936227023 |
| 2015-12-01 | 96.4114817203871 |
| 2016-01-01 | 96.4457028132848 |
| 2016-02-01 | 96.5552720969115 |
| 2016-03-01 | 96.4432983255314 |
| 2016-04-01 | 96.4688568102151 |
| 2016-05-01 | 96.4818459895639 |
| 2016-06-01 | 96.5765043136251 |
| 2016-07-01 | 95.8595791057307 |
| 2016-08-01 | 96.6742978523766 |
| 2016-09-01 | 96.7234677340211 |
| 2016-10-01 | 97.4990050780667 |
| 2016-11-01 | 97.6080781616415 |
| 2016-12-01 | 97.3722753563607 |
| 2017-01-01 | 97.6450765924003 |
| 2017-02-01 | 97.9540576280649 |
| 2017-03-01 | 98.1809678594500 |
| 2017-04-01 | 97.9902463783044 |
| 2017-05-01 | 98.3653869364662 |
| 2017-06-01 | 98.0394762334911 |
| 2017-07-01 | 97.8542834928931 |
| 2017-08-01 | 98.2841702049954 |
| 2017-09-01 | 98.3673997518000 |
| 2017-10-01 | 98.2403727848747 |
| 2017-11-01 | 97.3712154330230 |
| 2017-12-01 | 98.4001832207087 |
| 2018-01-01 | 98.3338005212537 |
| 2018-02-01 | 98.3451524198972 |
| 2018-03-01 | 98.6698698131357 |
| 2018-04-01 | 98.9263266493760 |
| 2018-05-01 | 98.8068594117662 |
| 2018-06-01 | 99.1041258549404 |
| 2018-07-01 | 99.4238055568822 |
| 2018-08-01 | 99.4538354963908 |
| 2018-09-01 | 99.5231850915723 |
| 2018-10-01 | 99.6016702195123 |
| 2018-11-01 | 99.7575791297860 |
| 2018-12-01 | 99.4301456559710 |
| 2019-01-01 | 100.7604194262990 |
| 2019-02-01 | 101.3906771204780 |
| 2019-03-01 | 101.6093714425250 |
| 2019-04-01 | 101.6582970735160 |
| 2019-05-01 | 101.5305540254150 |
| 2019-06-01 | 102.0469331884800 |
| 2019-07-01 | 101.4081757705880 |
| 2019-08-01 | 101.6579681314500 |
| 2019-09-01 | 101.8410341290240 |
| 2019-10-01 | 101.6224689094000 |
| 2019-11-01 | 101.6580068978290 |
| 2019-12-01 | 102.1135583971870 |
| 2020-01-01 | 102.3561416557760 |
| 2020-02-01 | 102.1598643041830 |
| 2020-03-01 | 101.8312724014020 |
| 2020-04-01 | 89.9651071607697 |
| 2020-05-01 | 91.8613047343999 |
| 2020-06-01 | 93.3786758341395 |
| 2020-07-01 | 94.5167842565199 |
| 2020-08-01 | 95.3060621902955 |
| 2020-09-01 | 95.6538943644286 |
| 2020-10-01 | 96.5045447681790 |
| 2020-11-01 | 97.7294424038370 |
| 2020-12-01 | 97.4012738466569 |
| 2021-01-01 | 96.9861151508783 |
| 2021-02-01 | 96.8823318909418 |
| 2021-03-01 | 97.5835021597205 |
| 2021-04-01 | 97.5010053224997 |
| 2021-05-01 | 97.2185167211480 |
| 2021-06-01 | 97.2401515722210 |
| 2021-07-01 | 97.6212864760281 |
| 2021-08-01 | 97.0847863030801 |
| 2021-09-01 | 95.8932802643005 |
| 2021-10-01 | 97.3789027598134 |
| 2021-11-01 | 97.8286600895181 |
| 2021-12-01 | 97.4069001250640 |
| 2022-01-01 | 97.6510161101978 |
| 2022-02-01 | 98.0352552179834 |
| 2022-03-01 | 97.7351435140264 |
| 2022-04-01 | 99.0075296459036 |
| 2022-05-01 | 99.2454614059237 |
| 2022-06-01 | 99.2600612130163 |
| 2022-07-01 | 99.4035977454173 |
| 2022-08-01 | 99.9411513072951 |
| 2022-09-01 | 100.1034223971230 |
| 2022-10-01 | 100.4729645043200 |
| 2022-11-01 | 101.2096794973140 |
| 2022-12-01 | 101.4272534770230 |
| 2023-01-01 | 102.2824407957150 |
| 2023-02-01 | 103.0733185017110 |
| 2023-03-01 | 103.0315994744410 |
| 2023-04-01 | 103.3291623715170 |
| 2023-05-01 | 103.9006373622960 |
| 2023-06-01 | 103.9955562053230 |
| 2023-07-01 | 104.2713237292440 |
| 2023-08-01 | 104.6005051139170 |
| 2023-09-01 | 105.2376823570830 |
| 2023-10-01 | 105.5907543009510 |
| 2023-11-01 | 105.5659808160270 |
| 2023-12-01 | 106.2377335773800 |
| 2024-01-01 | 106.5162013868380 |
| 2024-02-01 | 106.7042406503250 |
| 2024-03-01 | 106.9568179127600 |
| 2024-04-01 | 107.1715560328850 |
| 2024-05-01 | 107.2003361645500 |
| 2024-06-01 | 107.7589378520690 |
| 2024-07-01 | 108.1321079303100 |
| 2024-08-01 | 108.0450536685210 |
| 2024-09-01 | 108.3283825615260 |
| 2024-10-01 | 108.6650817081620 |
| 2024-11-01 | 108.6921023136990 |
| 2024-12-01 | 108.7459611383160 |
| 2025-01-01 | 109.1231574824300 |
| 2025-02-01 | 108.9627986030430 |
| 2025-03-01 | 109.4573659350550 |
| 2025-04-01 | 109.6398327463880 |
| 2025-05-01 | 109.9268239695010 |
| 2025-06-01 | 110.5469789292760 |
| 2025-07-01 | 109.1706093328170 |
| 2025-08-01 | 109.9560606911230 |
| 2025-09-01 | 109.7527896324030 |
| 2025-10-01 | 109.3796808554340 |
| 2025-11-01 | 109.6870259868530 |
| 2025-12-01 | 110.1960550109640 |
| 2026-01-01 | 109.4598485047640 |