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 2026-04-01 |
| Last Updated | 2026-05-26 2:50 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 | 40.7956794047112 |
| 1990-02-01 | 40.9792851755896 |
| 1990-03-01 | 41.0019943830650 |
| 1990-04-01 | 40.9023105440038 |
| 1990-05-01 | 40.9186475526508 |
| 1990-06-01 | 41.3587118884802 |
| 1990-07-01 | 41.5899195820833 |
| 1990-08-01 | 42.0254183916058 |
| 1990-09-01 | 42.8869710903289 |
| 1990-10-01 | 42.5714296866913 |
| 1990-11-01 | 42.8377092161500 |
| 1990-12-01 | 42.5931186207117 |
| 1991-01-01 | 43.2069069773522 |
| 1991-02-01 | 43.3010079579577 |
| 1991-03-01 | 43.5342738944087 |
| 1991-04-01 | 42.6787769900217 |
| 1991-05-01 | 42.7933298651259 |
| 1991-06-01 | 42.6472693012252 |
| 1991-07-01 | 42.6834116296045 |
| 1991-08-01 | 42.8342129284859 |
| 1991-09-01 | 42.9769084156212 |
| 1991-10-01 | 43.2792839059415 |
| 1991-11-01 | 43.4643813879601 |
| 1991-12-01 | 43.7777193009800 |
| 1992-01-01 | 43.9064696527982 |
| 1992-02-01 | 44.0082587456816 |
| 1992-03-01 | 44.1647044467479 |
| 1992-04-01 | 44.5582656197655 |
| 1992-05-01 | 44.7800582826590 |
| 1992-06-01 | 45.1149105184597 |
| 1992-07-01 | 45.3118532646837 |
| 1992-08-01 | 45.3935757318161 |
| 1992-09-01 | 45.3334519586618 |
| 1992-10-01 | 45.6015474872268 |
| 1992-11-01 | 45.6880281020330 |
| 1992-12-01 | 45.7788668457167 |
| 1993-01-01 | 45.7161746026647 |
| 1993-02-01 | 45.8770419739008 |
| 1993-03-01 | 45.8442396617681 |
| 1993-04-01 | 45.9614395447923 |
| 1993-05-01 | 45.9645386509651 |
| 1993-06-01 | 46.0092206485615 |
| 1993-07-01 | 46.2146813395237 |
| 1993-08-01 | 46.5162672737029 |
| 1993-09-01 | 46.3751987446483 |
| 1993-10-01 | 46.0637339044010 |
| 1993-11-01 | 45.9466794771390 |
| 1993-12-01 | 45.6301099837068 |
| 1994-01-01 | 46.0020211171394 |
| 1994-02-01 | 45.9162782174452 |
| 1994-03-01 | 46.0769435405084 |
| 1994-04-01 | 46.0681965824720 |
| 1994-05-01 | 46.1704054897186 |
| 1994-06-01 | 46.0049458243083 |
| 1994-07-01 | 46.7724098822461 |
| 1994-08-01 | 46.6133890640677 |
| 1994-09-01 | 47.1531536433666 |
| 1994-10-01 | 46.7189679219959 |
| 1994-11-01 | 46.8623872361139 |
| 1994-12-01 | 46.9494695933037 |
| 1995-01-01 | 47.0756787041504 |
| 1995-02-01 | 47.2395010462665 |
| 1995-03-01 | 47.1955042221130 |
| 1995-04-01 | 47.0717582137908 |
| 1995-05-01 | 47.1607014285321 |
| 1995-06-01 | 47.1221250956620 |
| 1995-07-01 | 46.9262593232948 |
| 1995-08-01 | 46.9220103159280 |
| 1995-09-01 | 48.2514327655830 |
| 1995-10-01 | 48.7451842671347 |
| 1995-11-01 | 48.5589311468373 |
| 1995-12-01 | 48.6385527525250 |
| 1996-01-01 | 48.6171092618188 |
| 1996-02-01 | 48.8031395503362 |
| 1996-03-01 | 48.9550568404951 |
| 1996-04-01 | 49.2347382717165 |
| 1996-05-01 | 49.1425220304093 |
| 1996-06-01 | 49.2494786590437 |
| 1996-07-01 | 49.1338721330636 |
| 1996-08-01 | 49.2733395719763 |
| 1996-09-01 | 49.3733308587981 |
| 1996-10-01 | 49.4780345794112 |
| 1996-11-01 | 49.5689898802126 |
| 1996-12-01 | 49.6445956311851 |
| 1997-01-01 | 50.7350148013291 |
| 1997-02-01 | 50.7583029022662 |
| 1997-03-01 | 50.8574428921108 |
| 1997-04-01 | 50.6123074806633 |
| 1997-05-01 | 50.7181717877839 |
| 1997-06-01 | 50.8107518181341 |
| 1997-07-01 | 51.2866569318900 |
| 1997-08-01 | 51.2795284734624 |
| 1997-09-01 | 51.5069102546339 |
| 1997-10-01 | 51.0119084903366 |
| 1997-11-01 | 50.9768583627347 |
| 1997-12-01 | 51.1810325832308 |
| 1998-01-01 | 50.8246579567734 |
| 1998-02-01 | 50.6287673862520 |
| 1998-03-01 | 50.3998180357180 |
| 1998-04-01 | 50.5649561599339 |
| 1998-05-01 | 50.5992675797619 |
| 1998-06-01 | 50.4553442726254 |
| 1998-07-01 | 50.2386601739257 |
| 1998-08-01 | 50.3015609857666 |
| 1998-09-01 | 50.4815559248099 |
| 1998-10-01 | 48.7487811804909 |
| 1998-11-01 | 48.7258061175602 |
| 1998-12-01 | 48.9065051994707 |
| 1999-01-01 | 51.0110368318113 |
| 1999-02-01 | 51.2570106275507 |
| 1999-03-01 | 51.2143754068993 |
| 1999-04-01 | 51.5375293242281 |
| 1999-05-01 | 51.5927013675812 |
| 1999-06-01 | 51.6610186768273 |
| 1999-07-01 | 51.7607454224984 |
| 1999-08-01 | 51.9199050066110 |
| 1999-09-01 | 51.6718521170447 |
| 1999-10-01 | 51.8255421605091 |
| 1999-11-01 | 52.1238206712029 |
| 1999-12-01 | 52.0917725576112 |
| 2000-01-01 | 52.2122042705347 |
| 2000-02-01 | 52.1860846544590 |
| 2000-03-01 | 52.3893651897012 |
| 2000-04-01 | 50.9333625983003 |
| 2000-05-01 | 50.9103412621661 |
| 2000-06-01 | 50.9503640364137 |
| 2000-07-01 | 51.0995240447175 |
| 2000-08-01 | 51.2086519685295 |
| 2000-09-01 | 51.6522346986720 |
| 2000-10-01 | 51.8028274941479 |
| 2000-11-01 | 52.0825769512540 |
| 2000-12-01 | 52.3067203445582 |
| 2001-01-01 | 52.7373006930952 |
| 2001-02-01 | 52.9014315111674 |
| 2001-03-01 | 53.0395799737955 |
| 2001-04-01 | 53.0065924753609 |
| 2001-05-01 | 53.1817208181797 |
| 2001-06-01 | 53.7174978347859 |
| 2001-07-01 | 54.3720730125814 |
| 2001-08-01 | 54.3191533519748 |
| 2001-09-01 | 54.5481015022258 |
| 2001-10-01 | 54.8846494128549 |
| 2001-11-01 | 54.7154432355164 |
| 2001-12-01 | 54.9886902162982 |
| 2002-01-01 | 55.0788947397660 |
| 2002-02-01 | 55.4175727350148 |
| 2002-03-01 | 55.5580158126133 |
| 2002-04-01 | 55.4246140166110 |
| 2002-05-01 | 56.2856036724844 |
| 2002-06-01 | 56.6887709400123 |
| 2002-07-01 | 57.1980076664640 |
| 2002-08-01 | 57.6014852556233 |
| 2002-09-01 | 57.2619547830244 |
| 2002-10-01 | 57.4038378012109 |
| 2002-11-01 | 57.6775798409113 |
| 2002-12-01 | 57.8067120141690 |
| 2003-01-01 | 59.3388118450207 |
| 2003-02-01 | 59.3111180048842 |
| 2003-03-01 | 59.4555616763726 |
| 2003-04-01 | 59.8878967943921 |
| 2003-05-01 | 59.5627714769207 |
| 2003-06-01 | 59.5837224116861 |
| 2003-07-01 | 59.8394947160895 |
| 2003-08-01 | 61.5440504939974 |
| 2003-09-01 | 61.7112780563417 |
| 2003-10-01 | 61.6487563816277 |
| 2003-11-01 | 61.7227268794147 |
| 2003-12-01 | 62.3635914395723 |
| 2004-01-01 | 63.2343870018848 |
| 2004-02-01 | 63.4998223661283 |
| 2004-03-01 | 63.9520536841530 |
| 2004-04-01 | 64.1938619777979 |
| 2004-05-01 | 64.6505083248445 |
| 2004-06-01 | 64.9793060627541 |
| 2004-07-01 | 64.5007322328162 |
| 2004-08-01 | 64.6133800235985 |
| 2004-09-01 | 65.7298652789438 |
| 2004-10-01 | 66.0852133159428 |
| 2004-11-01 | 66.4542503732388 |
| 2004-12-01 | 66.9256931706248 |
| 2005-01-01 | 66.7948085954529 |
| 2005-02-01 | 67.2173269590018 |
| 2005-03-01 | 67.3032236119183 |
| 2005-04-01 | 67.5884994976089 |
| 2005-05-01 | 67.8844480125152 |
| 2005-06-01 | 67.8351867045660 |
| 2005-07-01 | 67.5345204816454 |
| 2005-08-01 | 67.2097318679269 |
| 2005-09-01 | 69.7738266775537 |
| 2005-10-01 | 70.3320209083278 |
| 2005-11-01 | 70.4002416463119 |
| 2005-12-01 | 70.0646953141451 |
| 2006-01-01 | 68.8499890264341 |
| 2006-02-01 | 67.7356476455058 |
| 2006-03-01 | 70.3343995110312 |
| 2006-04-01 | 72.2165109632555 |
| 2006-05-01 | 70.6422378825641 |
| 2006-06-01 | 70.7489523026661 |
| 2006-07-01 | 73.6968200471648 |
| 2006-08-01 | 72.7221244062454 |
| 2006-09-01 | 71.2895827776916 |
| 2006-10-01 | 71.9898718339556 |
| 2006-11-01 | 72.0749582671876 |
| 2006-12-01 | 71.2709230261430 |
| 2007-01-01 | 71.5018387788437 |
| 2007-02-01 | 73.3697928052971 |
| 2007-03-01 | 72.1331088033520 |
| 2007-04-01 | 70.6249281838882 |
| 2007-05-01 | 72.1485509160599 |
| 2007-06-01 | 73.0749501338826 |
| 2007-07-01 | 73.4537338428635 |
| 2007-08-01 | 74.0114339410984 |
| 2007-09-01 | 75.4851055414948 |
| 2007-10-01 | 75.5389966689056 |
| 2007-11-01 | 76.1169010398512 |
| 2007-12-01 | 77.1611049756610 |
| 2008-01-01 | 77.7094896816926 |
| 2008-02-01 | 78.3697970193205 |
| 2008-03-01 | 78.8215555967943 |
| 2008-04-01 | 79.6281417767001 |
| 2008-05-01 | 79.8804446770602 |
| 2008-06-01 | 80.0867483153913 |
| 2008-07-01 | 80.6690454762607 |
| 2008-08-01 | 80.9909150568908 |
| 2008-09-01 | 81.0968219534166 |
| 2008-10-01 | 81.0417391233769 |
| 2008-11-01 | 81.1831229395109 |
| 2008-12-01 | 81.4816750727688 |
| 2009-01-01 | 81.3694034316509 |
| 2009-02-01 | 81.4814192005580 |
| 2009-03-01 | 81.4948701975033 |
| 2009-04-01 | 81.7868573744338 |
| 2009-05-01 | 83.1304755394511 |
| 2009-06-01 | 83.1790400842430 |
| 2009-07-01 | 82.5568057649139 |
| 2009-08-01 | 82.6603298051327 |
| 2009-09-01 | 83.0720617151787 |
| 2009-10-01 | 83.2576488623163 |
| 2009-11-01 | 83.6695672865728 |
| 2009-12-01 | 83.8425359707369 |
| 2010-01-01 | 84.0417098451049 |
| 2010-02-01 | 83.6925410619324 |
| 2010-03-01 | 84.4263726011589 |
| 2010-04-01 | 84.0723904919347 |
| 2010-05-01 | 85.3242498618510 |
| 2010-06-01 | 84.6447425287675 |
| 2010-07-01 | 84.0763620211649 |
| 2010-08-01 | 83.8356122313347 |
| 2010-09-01 | 83.9295824939300 |
| 2010-10-01 | 84.1407972732918 |
| 2010-11-01 | 84.1132066025094 |
| 2010-12-01 | 84.3526372727517 |
| 2011-01-01 | 84.3542552573145 |
| 2011-02-01 | 84.6572677048022 |
| 2011-03-01 | 84.7559556059288 |
| 2011-04-01 | 85.0190624739665 |
| 2011-05-01 | 84.8393256014312 |
| 2011-06-01 | 84.7797756413499 |
| 2011-07-01 | 86.9397050473663 |
| 2011-08-01 | 87.0895116888878 |
| 2011-09-01 | 86.6434164326137 |
| 2011-10-01 | 86.7059951534695 |
| 2011-11-01 | 86.8273794463960 |
| 2011-12-01 | 86.4834713381617 |
| 2012-01-01 | 86.8544822641988 |
| 2012-02-01 | 87.0127201383352 |
| 2012-03-01 | 87.1870122782499 |
| 2012-04-01 | 87.7321549821877 |
| 2012-05-01 | 87.6998519922032 |
| 2012-06-01 | 88.0508886907553 |
| 2012-07-01 | 88.8348640984683 |
| 2012-08-01 | 89.5717496295490 |
| 2012-09-01 | 89.7352080414564 |
| 2012-10-01 | 89.3788697310805 |
| 2012-11-01 | 89.3115533431893 |
| 2012-12-01 | 89.5455669321323 |
| 2013-01-01 | 89.4092153596019 |
| 2013-02-01 | 89.9280872217758 |
| 2013-03-01 | 90.1951473385987 |
| 2013-04-01 | 89.8842118412523 |
| 2013-05-01 | 90.1608160724029 |
| 2013-06-01 | 89.7694469900352 |
| 2013-07-01 | 90.6714087847541 |
| 2013-08-01 | 91.1538197385234 |
| 2013-09-01 | 91.3833469396086 |
| 2013-10-01 | 91.3987679450674 |
| 2013-11-01 | 91.6806018671604 |
| 2013-12-01 | 91.7414554957359 |
| 2014-01-01 | 91.6696537189059 |
| 2014-02-01 | 91.7969574044362 |
| 2014-03-01 | 92.1838582069576 |
| 2014-04-01 | 92.7251407145640 |
| 2014-05-01 | 92.9714463175446 |
| 2014-06-01 | 93.0352380312792 |
| 2014-07-01 | 93.0298343933934 |
| 2014-08-01 | 93.2069554087471 |
| 2014-09-01 | 92.9563203553600 |
| 2014-10-01 | 93.1902619486858 |
| 2014-11-01 | 93.2601292212767 |
| 2014-12-01 | 93.3785097726531 |
| 2015-01-01 | 93.9542189004742 |
| 2015-02-01 | 93.9507744050401 |
| 2015-03-01 | 94.1854232626962 |
| 2015-04-01 | 94.6310460772348 |
| 2015-05-01 | 94.7852982146531 |
| 2015-06-01 | 94.9786509697712 |
| 2015-07-01 | 95.5978164312747 |
| 2015-08-01 | 95.7698507302545 |
| 2015-09-01 | 96.1386582448620 |
| 2015-10-01 | 96.0971441742969 |
| 2015-11-01 | 96.1819567909760 |
| 2015-12-01 | 96.4114267115238 |
| 2016-01-01 | 96.4456384048944 |
| 2016-02-01 | 96.5551874677471 |
| 2016-03-01 | 96.4432308136305 |
| 2016-04-01 | 96.4688215081322 |
| 2016-05-01 | 96.4819426395413 |
| 2016-06-01 | 96.5765373229441 |
| 2016-07-01 | 95.8597972001295 |
| 2016-08-01 | 96.6743256589468 |
| 2016-09-01 | 96.7235589084428 |
| 2016-10-01 | 97.4990740912945 |
| 2016-11-01 | 97.6079298934012 |
| 2016-12-01 | 97.3721210555998 |
| 2017-01-01 | 97.6448899238457 |
| 2017-02-01 | 97.9538724533581 |
| 2017-03-01 | 98.1808368110770 |
| 2017-04-01 | 97.9902245772104 |
| 2017-05-01 | 98.3656386436885 |
| 2017-06-01 | 98.0396924218793 |
| 2017-07-01 | 97.8547756847217 |
| 2017-08-01 | 98.2843900636949 |
| 2017-09-01 | 98.3675353959499 |
| 2017-10-01 | 98.2402390266923 |
| 2017-11-01 | 97.3707457584810 |
| 2017-12-01 | 98.3997983038341 |
| 2018-01-01 | 98.3334494703429 |
| 2018-02-01 | 98.3448084202498 |
| 2018-03-01 | 98.6693896100171 |
| 2018-04-01 | 98.9268441995380 |
| 2018-05-01 | 98.8073731355698 |
| 2018-06-01 | 99.1049251824397 |
| 2018-07-01 | 99.4248083433170 |
| 2018-08-01 | 99.4542931227855 |
| 2018-09-01 | 99.5230552022488 |
| 2018-10-01 | 99.6009064682503 |
| 2018-11-01 | 99.7560858575480 |
| 2018-12-01 | 99.4286169221231 |
| 2019-01-01 | 100.7597789948530 |
| 2019-02-01 | 101.3929025992480 |
| 2019-03-01 | 101.6083857116700 |
| 2019-04-01 | 101.6591850296670 |
| 2019-05-01 | 101.5312804455860 |
| 2019-06-01 | 102.0483173564040 |
| 2019-07-01 | 101.4096392090100 |
| 2019-08-01 | 101.6583366392960 |
| 2019-09-01 | 101.8407664727170 |
| 2019-10-01 | 101.6212344971960 |
| 2019-11-01 | 101.6520100895490 |
| 2019-12-01 | 102.1117398213480 |
| 2020-01-01 | 102.3566352251450 |
| 2020-02-01 | 102.1662451048030 |
| 2020-03-01 | 101.8299486337190 |
| 2020-04-01 | 89.9667704361495 |
| 2020-05-01 | 91.8619450861981 |
| 2020-06-01 | 93.3799517339436 |
| 2020-07-01 | 94.5184062784922 |
| 2020-08-01 | 95.3057417874947 |
| 2020-09-01 | 95.6524684168328 |
| 2020-10-01 | 96.5025756375844 |
| 2020-11-01 | 97.7188277428472 |
| 2020-12-01 | 97.3973272342133 |
| 2021-01-01 | 96.9841032877009 |
| 2021-02-01 | 96.9057769570935 |
| 2021-03-01 | 97.5792998344158 |
| 2021-04-01 | 97.5013104807648 |
| 2021-05-01 | 97.2191258958850 |
| 2021-06-01 | 97.2418510281594 |
| 2021-07-01 | 97.6233898662449 |
| 2021-08-01 | 97.0844949792459 |
| 2021-09-01 | 95.8914117085079 |
| 2021-10-01 | 97.3749775003730 |
| 2021-11-01 | 97.8105056965912 |
| 2021-12-01 | 97.3992234532034 |
| 2022-01-01 | 97.6442416616484 |
| 2022-02-01 | 98.0707150886518 |
| 2022-03-01 | 97.7300321577309 |
| 2022-04-01 | 99.0106622093568 |
| 2022-05-01 | 99.2510411596055 |
| 2022-06-01 | 99.2673102987147 |
| 2022-07-01 | 99.4105873926293 |
| 2022-08-01 | 99.9432586312050 |
| 2022-09-01 | 100.0996452107760 |
| 2022-10-01 | 100.4622499948780 |
| 2022-11-01 | 101.1826213152280 |
| 2022-12-01 | 101.4033347623080 |
| 2023-01-01 | 102.2568026924170 |
| 2023-02-01 | 103.1233412409090 |
| 2023-03-01 | 103.0236404361860 |
| 2023-04-01 | 103.3425526129130 |
| 2023-05-01 | 103.9278593807440 |
| 2023-06-01 | 104.0165256085190 |
| 2023-07-01 | 104.2882161757600 |
| 2023-08-01 | 104.6153902568080 |
| 2023-09-01 | 105.2446686583250 |
| 2023-10-01 | 105.5438399430340 |
| 2023-11-01 | 105.5251874390230 |
| 2023-12-01 | 106.1911531524800 |
| 2024-01-01 | 106.4593238165090 |
| 2024-02-01 | 106.7481185848650 |
| 2024-03-01 | 106.9013148910270 |
| 2024-04-01 | 107.2592966117490 |
| 2024-05-01 | 107.2805459633720 |
| 2024-06-01 | 107.7958869982710 |
| 2024-07-01 | 108.1636776930980 |
| 2024-08-01 | 108.0723091346380 |
| 2024-09-01 | 108.3398269046390 |
| 2024-10-01 | 108.5749705014090 |
| 2024-11-01 | 108.6345993837180 |
| 2024-12-01 | 108.6642584575820 |
| 2025-01-01 | 109.0193768778920 |
| 2025-02-01 | 109.0228483414980 |
| 2025-03-01 | 109.3273596682870 |
| 2025-04-01 | 109.8292917855110 |
| 2025-05-01 | 110.0694873983720 |
| 2025-06-01 | 110.5940029059590 |
| 2025-07-01 | 109.2107547873620 |
| 2025-08-01 | 109.9947405798240 |
| 2025-09-01 | 109.7719369712370 |
| 2025-10-01 | 109.2414284233360 |
| 2025-11-01 | 109.6179804871850 |
| 2025-12-01 | 110.0895832324480 |
| 2026-01-01 | 109.1182389426800 |
| 2026-02-01 | 108.9483761974170 |
| 2026-03-01 | 109.0394647769340 |
| 2026-04-01 | 108.4245982269670 |