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 2026-08-01 |
| Last Updated | 2026-09-18 12:14 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 | 40.7956534012 |
| 1990-02-01 | 40.9792609089 |
| 1990-03-01 | 41.0019680929 |
| 1990-04-01 | 40.9023307383 |
| 1990-05-01 | 40.9186468112 |
| 1990-06-01 | 41.3587227193 |
| 1990-07-01 | 41.5899199846 |
| 1990-08-01 | 42.0254223437 |
| 1990-09-01 | 42.8870128749 |
| 1990-10-01 | 42.5714261097 |
| 1990-11-01 | 42.8376999344 |
| 1990-12-01 | 42.5931294857 |
| 1991-01-01 | 43.2068843343 |
| 1991-02-01 | 43.3009855042 |
| 1991-03-01 | 43.5342475536 |
| 1991-04-01 | 42.6787934541 |
| 1991-05-01 | 42.7933304718 |
| 1991-06-01 | 42.6472758078 |
| 1991-07-01 | 42.6834096067 |
| 1991-08-01 | 42.8342090592 |
| 1991-09-01 | 42.9769634606 |
| 1991-10-01 | 43.2792770748 |
| 1991-11-01 | 43.4643719469 |
| 1991-12-01 | 43.7777292433 |
| 1992-01-01 | 43.9064535370 |
| 1992-02-01 | 44.0082420732 |
| 1992-03-01 | 44.1646848340 |
| 1992-04-01 | 44.5582718241 |
| 1992-05-01 | 44.7800560698 |
| 1992-06-01 | 45.1149083016 |
| 1992-07-01 | 45.3118453301 |
| 1992-08-01 | 45.3935598936 |
| 1992-09-01 | 45.3335309821 |
| 1992-10-01 | 45.6015388704 |
| 1992-11-01 | 45.6880214674 |
| 1992-12-01 | 45.7788792594 |
| 1993-01-01 | 45.7161656360 |
| 1993-02-01 | 45.8770300966 |
| 1993-03-01 | 45.8442239362 |
| 1993-04-01 | 45.9614352066 |
| 1993-05-01 | 45.9645308748 |
| 1993-06-01 | 46.0092067878 |
| 1993-07-01 | 46.2146636562 |
| 1993-08-01 | 46.5162340964 |
| 1993-09-01 | 46.3753060473 |
| 1993-10-01 | 46.0637208790 |
| 1993-11-01 | 45.9466883909 |
| 1993-12-01 | 45.6301318950 |
| 1994-01-01 | 46.0020166839 |
| 1994-02-01 | 45.9162661013 |
| 1994-03-01 | 46.0769279132 |
| 1994-04-01 | 46.0681799698 |
| 1994-05-01 | 46.1703869402 |
| 1994-06-01 | 46.0049216592 |
| 1994-07-01 | 46.7723850319 |
| 1994-08-01 | 46.6133533449 |
| 1994-09-01 | 47.1532678132 |
| 1994-10-01 | 46.7189601183 |
| 1994-11-01 | 46.8624256395 |
| 1994-12-01 | 46.9495210006 |
| 1995-01-01 | 47.0756534225 |
| 1995-02-01 | 47.2394743249 |
| 1995-03-01 | 47.1954770747 |
| 1995-04-01 | 47.0717326728 |
| 1995-05-01 | 47.1606774566 |
| 1995-06-01 | 47.1220954993 |
| 1995-07-01 | 46.9262378343 |
| 1995-08-01 | 46.9219850244 |
| 1995-09-01 | 48.2515557693 |
| 1995-10-01 | 48.7451628325 |
| 1995-11-01 | 48.5589987152 |
| 1995-12-01 | 48.6386442804 |
| 1996-01-01 | 48.6170482048 |
| 1996-02-01 | 48.8030828447 |
| 1996-03-01 | 48.9550275975 |
| 1996-04-01 | 49.2346979901 |
| 1996-05-01 | 49.1424928616 |
| 1996-06-01 | 49.2494504253 |
| 1996-07-01 | 49.1338685162 |
| 1996-08-01 | 49.2733528641 |
| 1996-09-01 | 49.3734532002 |
| 1996-10-01 | 49.4779948474 |
| 1996-11-01 | 49.5690603739 |
| 1996-12-01 | 49.6447252172 |
| 1997-01-01 | 50.7348993094 |
| 1997-02-01 | 50.7582141812 |
| 1997-03-01 | 50.8574188107 |
| 1997-04-01 | 50.6122605681 |
| 1997-05-01 | 50.7181472844 |
| 1997-06-01 | 50.8107364885 |
| 1997-07-01 | 51.2866782476 |
| 1997-08-01 | 51.2795755178 |
| 1997-09-01 | 51.5070535966 |
| 1997-10-01 | 51.0118336883 |
| 1997-11-01 | 50.9769017989 |
| 1997-12-01 | 51.1811519588 |
| 1998-01-01 | 50.8245377262 |
| 1998-02-01 | 50.6286688114 |
| 1998-03-01 | 50.3998073066 |
| 1998-04-01 | 50.5649155033 |
| 1998-05-01 | 50.5992520801 |
| 1998-06-01 | 50.4553461458 |
| 1998-07-01 | 50.2386952415 |
| 1998-08-01 | 50.3016229508 |
| 1998-09-01 | 50.4816846165 |
| 1998-10-01 | 48.7487056705 |
| 1998-11-01 | 48.7258111635 |
| 1998-12-01 | 48.9065768061 |
| 1999-01-01 | 51.0109344035 |
| 1999-02-01 | 51.2569343110 |
| 1999-03-01 | 51.2143684535 |
| 1999-04-01 | 51.5375182256 |
| 1999-05-01 | 51.5926960303 |
| 1999-06-01 | 51.6610387402 |
| 1999-07-01 | 51.7607781228 |
| 1999-08-01 | 51.9199474424 |
| 1999-09-01 | 51.6719406051 |
| 1999-10-01 | 51.8254772046 |
| 1999-11-01 | 52.1237981308 |
| 1999-12-01 | 52.0917872068 |
| 2000-01-01 | 52.2121511539 |
| 2000-02-01 | 52.1860526286 |
| 2000-03-01 | 52.3893737871 |
| 2000-04-01 | 50.9333845136 |
| 2000-05-01 | 50.9103464664 |
| 2000-06-01 | 50.9504017550 |
| 2000-07-01 | 51.0995336063 |
| 2000-08-01 | 51.2086270564 |
| 2000-09-01 | 51.6522733341 |
| 2000-10-01 | 51.8027871451 |
| 2000-11-01 | 52.0825331268 |
| 2000-12-01 | 52.3066772090 |
| 2001-01-01 | 52.7373201145 |
| 2001-02-01 | 52.9014595158 |
| 2001-03-01 | 53.0396146923 |
| 2001-04-01 | 53.0066484975 |
| 2001-05-01 | 53.1817268724 |
| 2001-06-01 | 53.7175367733 |
| 2001-07-01 | 54.3720406952 |
| 2001-08-01 | 54.3190547121 |
| 2001-09-01 | 54.5481045728 |
| 2001-10-01 | 54.8846203084 |
| 2001-11-01 | 54.7153889309 |
| 2001-12-01 | 54.9886092741 |
| 2002-01-01 | 55.0789879597 |
| 2002-02-01 | 55.4176551685 |
| 2002-03-01 | 55.5580847741 |
| 2002-04-01 | 55.4246896651 |
| 2002-05-01 | 56.2856186115 |
| 2002-06-01 | 56.6888025611 |
| 2002-07-01 | 57.1979011939 |
| 2002-08-01 | 57.6012867881 |
| 2002-09-01 | 57.2619696425 |
| 2002-10-01 | 57.4038255790 |
| 2002-11-01 | 57.6775300484 |
| 2002-12-01 | 57.8066154856 |
| 2003-01-01 | 59.3389806180 |
| 2003-02-01 | 59.3112460001 |
| 2003-03-01 | 59.4556542569 |
| 2003-04-01 | 59.8879882405 |
| 2003-05-01 | 59.5627766966 |
| 2003-06-01 | 59.5836959833 |
| 2003-07-01 | 59.8392999169 |
| 2003-08-01 | 61.5438077346 |
| 2003-09-01 | 61.7113194656 |
| 2003-10-01 | 61.6487730712 |
| 2003-11-01 | 61.7227205208 |
| 2003-12-01 | 62.3635525708 |
| 2004-01-01 | 63.2345266806 |
| 2004-02-01 | 63.4999837600 |
| 2004-03-01 | 63.9521519483 |
| 2004-04-01 | 64.1939431821 |
| 2004-05-01 | 64.6505173650 |
| 2004-06-01 | 64.9792742106 |
| 2004-07-01 | 64.5004123411 |
| 2004-08-01 | 64.6130281409 |
| 2004-09-01 | 65.7300163918 |
| 2004-10-01 | 66.0852622073 |
| 2004-11-01 | 66.4542892167 |
| 2004-12-01 | 66.9257283581 |
| 2005-01-01 | 66.7949016333 |
| 2005-02-01 | 67.2175223150 |
| 2005-03-01 | 67.3032942005 |
| 2005-04-01 | 67.5885658895 |
| 2005-05-01 | 67.8844451607 |
| 2005-06-01 | 67.8351346873 |
| 2005-07-01 | 67.5341320459 |
| 2005-08-01 | 67.2093221094 |
| 2005-09-01 | 69.7741129092 |
| 2005-10-01 | 70.3320639477 |
| 2005-11-01 | 70.4003078462 |
| 2005-12-01 | 70.0647935937 |
| 2006-01-01 | 68.8500092751 |
| 2006-02-01 | 67.7358546613 |
| 2006-03-01 | 70.3344291431 |
| 2006-04-01 | 72.2165563930 |
| 2006-05-01 | 70.6422408397 |
| 2006-06-01 | 70.7489505039 |
| 2006-07-01 | 73.6963962574 |
| 2006-08-01 | 72.7216479748 |
| 2006-09-01 | 71.2899599084 |
| 2006-10-01 | 71.9898763104 |
| 2006-11-01 | 72.0750087661 |
| 2006-12-01 | 71.2710278492 |
| 2007-01-01 | 71.5018673048 |
| 2007-02-01 | 73.3699847886 |
| 2007-03-01 | 72.1331043385 |
| 2007-04-01 | 70.6249664179 |
| 2007-05-01 | 72.1485389753 |
| 2007-06-01 | 73.0749057424 |
| 2007-07-01 | 73.4534419846 |
| 2007-08-01 | 74.0110992353 |
| 2007-09-01 | 75.4854373583 |
| 2007-10-01 | 75.5389690555 |
| 2007-11-01 | 76.1169315876 |
| 2007-12-01 | 77.1611842989 |
| 2008-01-01 | 77.7095180098 |
| 2008-02-01 | 78.3699422595 |
| 2008-03-01 | 78.8215454713 |
| 2008-04-01 | 79.6281667382 |
| 2008-05-01 | 79.8804287287 |
| 2008-06-01 | 80.0866749159 |
| 2008-07-01 | 80.6688790624 |
| 2008-08-01 | 80.9907319706 |
| 2008-09-01 | 81.0970169489 |
| 2008-10-01 | 81.0417192963 |
| 2008-11-01 | 81.1831432491 |
| 2008-12-01 | 81.4817227022 |
| 2009-01-01 | 81.3694326594 |
| 2009-02-01 | 81.4815163927 |
| 2009-03-01 | 81.4948603243 |
| 2009-04-01 | 81.7868631742 |
| 2009-05-01 | 83.1304458312 |
| 2009-06-01 | 83.1789005583 |
| 2009-07-01 | 82.5567822895 |
| 2009-08-01 | 82.6603053773 |
| 2009-09-01 | 83.0721352631 |
| 2009-10-01 | 83.2576563477 |
| 2009-11-01 | 83.6695860607 |
| 2009-12-01 | 83.8425504595 |
| 2010-01-01 | 84.0417135191 |
| 2010-02-01 | 83.6926180463 |
| 2010-03-01 | 84.4263573652 |
| 2010-04-01 | 84.0723733200 |
| 2010-05-01 | 85.3242194178 |
| 2010-06-01 | 84.6446020159 |
| 2010-07-01 | 84.0763963978 |
| 2010-08-01 | 83.8356414124 |
| 2010-09-01 | 83.9296122984 |
| 2010-10-01 | 84.1408218756 |
| 2010-11-01 | 84.1132252713 |
| 2010-12-01 | 84.3526443448 |
| 2011-01-01 | 84.3542525496 |
| 2011-02-01 | 84.6573137767 |
| 2011-03-01 | 84.7559368619 |
| 2011-04-01 | 85.0190369099 |
| 2011-05-01 | 84.8392869007 |
| 2011-06-01 | 84.7796554895 |
| 2011-07-01 | 86.9397595501 |
| 2011-08-01 | 87.0895558146 |
| 2011-09-01 | 86.6434516762 |
| 2011-10-01 | 86.7060171375 |
| 2011-11-01 | 86.8273929928 |
| 2011-12-01 | 86.4834728411 |
| 2012-01-01 | 86.8544765013 |
| 2012-02-01 | 87.0127389071 |
| 2012-03-01 | 87.1869951333 |
| 2012-04-01 | 87.7321316538 |
| 2012-05-01 | 87.6998207384 |
| 2012-06-01 | 88.0508158334 |
| 2012-07-01 | 88.8349002257 |
| 2012-08-01 | 89.5717859857 |
| 2012-09-01 | 89.7352371020 |
| 2012-10-01 | 89.3788828161 |
| 2012-11-01 | 89.3115598714 |
| 2012-12-01 | 89.5455673417 |
| 2013-01-01 | 89.4092150811 |
| 2013-02-01 | 89.9280857146 |
| 2013-03-01 | 90.1951404442 |
| 2013-04-01 | 89.8842001646 |
| 2013-05-01 | 90.1607980803 |
| 2013-06-01 | 89.7694155668 |
| 2013-07-01 | 90.6714251494 |
| 2013-08-01 | 91.1538411788 |
| 2013-09-01 | 91.3833550219 |
| 2013-10-01 | 91.3987666534 |
| 2013-11-01 | 91.6805999913 |
| 2013-12-01 | 91.7414547636 |
| 2014-01-01 | 91.6696585069 |
| 2014-02-01 | 91.7969655259 |
| 2014-03-01 | 92.1838604472 |
| 2014-04-01 | 92.7251436405 |
| 2014-05-01 | 92.9714487599 |
| 2014-06-01 | 93.0352336917 |
| 2014-07-01 | 93.0298196470 |
| 2014-08-01 | 93.2069743086 |
| 2014-09-01 | 92.9563044642 |
| 2014-10-01 | 93.1901961244 |
| 2014-11-01 | 93.2601387120 |
| 2014-12-01 | 93.3785350988 |
| 2015-01-01 | 93.9542343362 |
| 2015-02-01 | 93.9507977991 |
| 2015-03-01 | 94.1854467176 |
| 2015-04-01 | 94.6310752665 |
| 2015-05-01 | 94.7852815774 |
| 2015-06-01 | 94.9786806476 |
| 2015-07-01 | 95.5977336705 |
| 2015-08-01 | 95.7698885607 |
| 2015-09-01 | 96.1386217190 |
| 2015-10-01 | 96.0970045757 |
| 2015-11-01 | 96.1819639524 |
| 2015-12-01 | 96.4114749614 |
| 2016-01-01 | 96.4456733881 |
| 2016-02-01 | 96.5552550977 |
| 2016-03-01 | 96.4433171753 |
| 2016-04-01 | 96.4689153038 |
| 2016-05-01 | 96.4819261173 |
| 2016-06-01 | 96.5765964380 |
| 2016-07-01 | 95.8596086236 |
| 2016-08-01 | 96.6743091690 |
| 2016-09-01 | 96.7234175261 |
| 2016-10-01 | 97.4987621166 |
| 2016-11-01 | 97.6078858280 |
| 2016-12-01 | 97.3721793435 |
| 2017-01-01 | 97.6451067434 |
| 2017-02-01 | 97.9542011427 |
| 2017-03-01 | 98.1811781068 |
| 2017-04-01 | 97.9904665688 |
| 2017-05-01 | 98.3655753734 |
| 2017-06-01 | 98.0396372804 |
| 2017-07-01 | 97.8543138242 |
| 2017-08-01 | 98.2840676090 |
| 2017-09-01 | 98.3671208705 |
| 2017-10-01 | 98.2397101574 |
| 2017-11-01 | 97.3705612543 |
| 2017-12-01 | 98.3999486670 |
| 2018-01-01 | 98.3341336585 |
| 2018-02-01 | 98.3457212648 |
| 2018-03-01 | 98.6702940946 |
| 2018-04-01 | 98.9275687863 |
| 2018-05-01 | 98.8071954543 |
| 2018-06-01 | 99.1043199507 |
| 2018-07-01 | 99.4239415207 |
| 2018-08-01 | 99.4533097192 |
| 2018-09-01 | 99.5218856898 |
| 2018-10-01 | 99.5997801008 |
| 2018-11-01 | 99.7557117318 |
| 2018-12-01 | 99.4290631195 |
| 2019-01-01 | 100.7599675240 |
| 2019-02-01 | 101.3985078252 |
| 2019-03-01 | 101.6090500339 |
| 2019-04-01 | 101.6599226519 |
| 2019-05-01 | 101.5307627741 |
| 2019-06-01 | 102.0470495136 |
| 2019-07-01 | 101.4072334477 |
| 2019-08-01 | 101.6566203352 |
| 2019-09-01 | 101.8386140094 |
| 2019-10-01 | 101.6189144010 |
| 2019-11-01 | 101.6524300061 |
| 2019-12-01 | 102.1124512576 |
| 2020-01-01 | 102.3565745480 |
| 2020-02-01 | 102.1770669489 |
| 2020-03-01 | 101.8307509424 |
| 2020-04-01 | 89.9672895628 |
| 2020-05-01 | 91.8608347309 |
| 2020-06-01 | 93.3779817659 |
| 2020-07-01 | 94.5148494665 |
| 2020-08-01 | 95.3033979285 |
| 2020-09-01 | 95.6492164698 |
| 2020-10-01 | 96.4994269334 |
| 2020-11-01 | 97.7199745719 |
| 2020-12-01 | 97.3969795128 |
| 2021-01-01 | 96.9811584029 |
| 2021-02-01 | 96.9297176896 |
| 2021-03-01 | 97.5776098400 |
| 2021-04-01 | 97.5000050122 |
| 2021-05-01 | 97.2169579416 |
| 2021-06-01 | 97.2387959838 |
| 2021-07-01 | 97.6168816078 |
| 2021-08-01 | 97.0800691350 |
| 2021-09-01 | 95.8862705049 |
| 2021-10-01 | 97.3705094565 |
| 2021-11-01 | 97.8139221097 |
| 2021-12-01 | 97.4005197769 |
| 2022-01-01 | 97.6456506106 |
| 2022-02-01 | 98.1062878168 |
| 2022-03-01 | 97.7298673457 |
| 2022-04-01 | 99.0056164010 |
| 2022-05-01 | 99.2411219941 |
| 2022-06-01 | 99.2552653647 |
| 2022-07-01 | 99.3977363264 |
| 2022-08-01 | 99.9350636167 |
| 2022-09-01 | 100.0938752320 |
| 2022-10-01 | 100.4600155441 |
| 2022-11-01 | 101.1902362041 |
| 2022-12-01 | 101.4134611512 |
| 2023-01-01 | 102.2728527598 |
| 2023-02-01 | 103.1812275202 |
| 2023-03-01 | 103.0272675477 |
| 2023-04-01 | 103.3276079482 |
| 2023-05-01 | 103.8978880622 |
| 2023-06-01 | 103.9722133435 |
| 2023-07-01 | 104.2560296502 |
| 2023-08-01 | 104.6067022889 |
| 2023-09-01 | 105.2444791222 |
| 2023-10-01 | 105.5483030642 |
| 2023-11-01 | 105.5443443195 |
| 2023-12-01 | 106.2224345096 |
| 2024-01-01 | 106.5076197759 |
| 2024-02-01 | 106.8296749615 |
| 2024-03-01 | 106.9499051603 |
| 2024-04-01 | 107.2131652455 |
| 2024-05-01 | 107.1807843338 |
| 2024-06-01 | 107.6940834573 |
| 2024-07-01 | 108.0765604713 |
| 2024-08-01 | 108.0989138272 |
| 2024-09-01 | 108.3652254041 |
| 2024-10-01 | 108.5951977842 |
| 2024-11-01 | 108.6664936832 |
| 2024-12-01 | 108.7222819306 |
| 2025-01-01 | 109.1031601698 |
| 2025-02-01 | 109.1333541631 |
| 2025-03-01 | 109.4282017548 |
| 2025-04-01 | 109.7800878560 |
| 2025-05-01 | 109.8595070507 |
| 2025-06-01 | 110.3918708259 |
| 2025-07-01 | 109.0765972584 |
| 2025-08-01 | 110.0736595521 |
| 2025-09-01 | 109.8305836308 |
| 2025-10-01 | 109.2793169866 |
| 2025-11-01 | 109.6632408588 |
| 2025-12-01 | 110.1690474558 |
| 2026-01-01 | 109.2259971541 |
| 2026-02-01 | 109.0801898857 |
| 2026-03-01 | 109.2015304207 |
| 2026-04-01 | 108.2846465037 |
| 2026-05-01 | 109.2554858100 |
| 2026-06-01 | 109.2868723219 |
| 2026-07-01 | 109.0783882532 |
| 2026-08-01 | 108.8490553245 |