Table Data - All Employees: Education and Health Services: Private Education and Health Services in Roanoke, VA (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Roanoke, VA (MSA) |
|---|---|
| Series ID | ROAN251EDUH |
| 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 12:15 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 | 14.5057467190 |
| 1990-02-01 | 14.6108962624 |
| 1990-03-01 | 14.6337263353 |
| 1990-04-01 | 14.9818520865 |
| 1990-05-01 | 14.8401527154 |
| 1990-06-01 | 14.8385093542 |
| 1990-07-01 | 14.9058622385 |
| 1990-08-01 | 14.9452047034 |
| 1990-09-01 | 15.1178926481 |
| 1990-10-01 | 15.0243853815 |
| 1990-11-01 | 15.1580997942 |
| 1990-12-01 | 15.1329537150 |
| 1991-01-01 | 15.5086768545 |
| 1991-02-01 | 15.6110607027 |
| 1991-03-01 | 15.7305516537 |
| 1991-04-01 | 16.1802214520 |
| 1991-05-01 | 16.0460443153 |
| 1991-06-01 | 16.1413913185 |
| 1991-07-01 | 16.2069109819 |
| 1991-08-01 | 16.3514698132 |
| 1991-09-01 | 16.4302035302 |
| 1991-10-01 | 16.1165070635 |
| 1991-11-01 | 16.4411264254 |
| 1991-12-01 | 16.4229064446 |
| 1992-01-01 | 16.5123306572 |
| 1992-02-01 | 16.5120018827 |
| 1992-03-01 | 16.6192947488 |
| 1992-04-01 | 16.5797015169 |
| 1992-05-01 | 16.6620505580 |
| 1992-06-01 | 16.7491339684 |
| 1992-07-01 | 16.8099817372 |
| 1992-08-01 | 16.7650999655 |
| 1992-09-01 | 16.7571275793 |
| 1992-10-01 | 16.8944062907 |
| 1992-11-01 | 16.9097518060 |
| 1992-12-01 | 17.0132634686 |
| 1993-01-01 | 17.1174655722 |
| 1993-02-01 | 17.3134120587 |
| 1993-03-01 | 17.2008182620 |
| 1993-04-01 | 17.2745291035 |
| 1993-05-01 | 17.2842828404 |
| 1993-06-01 | 17.3564731348 |
| 1993-07-01 | 17.4092983871 |
| 1993-08-01 | 17.6939680366 |
| 1993-09-01 | 17.6936625963 |
| 1993-10-01 | 17.7760681382 |
| 1993-11-01 | 17.7684570714 |
| 1993-12-01 | 17.8986777008 |
| 1994-01-01 | 17.7212288596 |
| 1994-02-01 | 17.7110850477 |
| 1994-03-01 | 17.7758258008 |
| 1994-04-01 | 17.8709029218 |
| 1994-05-01 | 18.0019972566 |
| 1994-06-01 | 18.0742568018 |
| 1994-07-01 | 18.2196017186 |
| 1994-08-01 | 18.0147903871 |
| 1994-09-01 | 18.0197084309 |
| 1994-10-01 | 18.0683563289 |
| 1994-11-01 | 18.1258628765 |
| 1994-12-01 | 18.0798423455 |
| 1995-01-01 | 18.3326071062 |
| 1995-02-01 | 18.0158168478 |
| 1995-03-01 | 17.9535716814 |
| 1995-04-01 | 17.8628089693 |
| 1995-05-01 | 17.8043891221 |
| 1995-06-01 | 17.7912782434 |
| 1995-07-01 | 17.8257011404 |
| 1995-08-01 | 17.8385918028 |
| 1995-09-01 | 18.1337363840 |
| 1995-10-01 | 17.9755214379 |
| 1995-11-01 | 17.6917646631 |
| 1995-12-01 | 17.8657433618 |
| 1996-01-01 | 18.0405412100 |
| 1996-02-01 | 18.1234961309 |
| 1996-03-01 | 18.1320345598 |
| 1996-04-01 | 18.2623039168 |
| 1996-05-01 | 18.0921889779 |
| 1996-06-01 | 18.2127613566 |
| 1996-07-01 | 18.1322116698 |
| 1996-08-01 | 18.0453206552 |
| 1996-09-01 | 18.0275282535 |
| 1996-10-01 | 18.1921828523 |
| 1996-11-01 | 18.3760822839 |
| 1996-12-01 | 18.4567221722 |
| 1997-01-01 | 18.4532392376 |
| 1997-02-01 | 18.4362898923 |
| 1997-03-01 | 18.5134915040 |
| 1997-04-01 | 18.2624122882 |
| 1997-05-01 | 18.4803280351 |
| 1997-06-01 | 18.4199443879 |
| 1997-07-01 | 18.2301485616 |
| 1997-08-01 | 18.6433374856 |
| 1997-09-01 | 18.6190082617 |
| 1997-10-01 | 18.5126082819 |
| 1997-11-01 | 18.5786262176 |
| 1997-12-01 | 18.8470787746 |
| 1998-01-01 | 18.4614822687 |
| 1998-02-01 | 18.5456680703 |
| 1998-03-01 | 18.6079650990 |
| 1998-04-01 | 18.8702768873 |
| 1998-05-01 | 18.8653930997 |
| 1998-06-01 | 18.8199247584 |
| 1998-07-01 | 18.8384848721 |
| 1998-08-01 | 18.8128790535 |
| 1998-09-01 | 18.8969866334 |
| 1998-10-01 | 19.0427699145 |
| 1998-11-01 | 19.0031120738 |
| 1998-12-01 | 18.9306786031 |
| 1999-01-01 | 19.0695691681 |
| 1999-02-01 | 19.0522234946 |
| 1999-03-01 | 19.1166534844 |
| 1999-04-01 | 19.0715446148 |
| 1999-05-01 | 19.1588506883 |
| 1999-06-01 | 19.1049650990 |
| 1999-07-01 | 19.2507482241 |
| 1999-08-01 | 19.1761702994 |
| 1999-09-01 | 19.2799126370 |
| 1999-10-01 | 19.2688160685 |
| 1999-11-01 | 19.3349922358 |
| 1999-12-01 | 19.7151964569 |
| 2000-01-01 | 19.2700496527 |
| 2000-02-01 | 19.3514253472 |
| 2000-03-01 | 19.4377787149 |
| 2000-04-01 | 19.2738742324 |
| 2000-05-01 | 19.2580376879 |
| 2000-06-01 | 19.1797437969 |
| 2000-07-01 | 19.4734621279 |
| 2000-08-01 | 19.7278189121 |
| 2000-09-01 | 19.5593816628 |
| 2000-10-01 | 19.6947484576 |
| 2000-11-01 | 19.7736541869 |
| 2000-12-01 | 19.8943421208 |
| 2001-01-01 | 20.0813376142 |
| 2001-02-01 | 20.2496938255 |
| 2001-03-01 | 20.3609759630 |
| 2001-04-01 | 20.7684792390 |
| 2001-05-01 | 20.9588479221 |
| 2001-06-01 | 21.1558519323 |
| 2001-07-01 | 20.1931872170 |
| 2001-08-01 | 20.3773198660 |
| 2001-09-01 | 21.3501365397 |
| 2001-10-01 | 21.3094514716 |
| 2001-11-01 | 21.3955823384 |
| 2001-12-01 | 21.5855677513 |
| 2002-01-01 | 21.7990532421 |
| 2002-02-01 | 21.8594504713 |
| 2002-03-01 | 21.8891501777 |
| 2002-04-01 | 21.8590055931 |
| 2002-05-01 | 21.8399612914 |
| 2002-06-01 | 21.9514089669 |
| 2002-07-01 | 21.0041115946 |
| 2002-08-01 | 21.1214737084 |
| 2002-09-01 | 22.2355447863 |
| 2002-10-01 | 22.3310108252 |
| 2002-11-01 | 22.4071289208 |
| 2002-12-01 | 22.4878715514 |
| 2003-01-01 | 22.4172905950 |
| 2003-02-01 | 22.3801937053 |
| 2003-03-01 | 22.2041416935 |
| 2003-04-01 | 22.1480517007 |
| 2003-05-01 | 22.0159235416 |
| 2003-06-01 | 21.3680992659 |
| 2003-07-01 | 20.9931393810 |
| 2003-08-01 | 20.5870508846 |
| 2003-09-01 | 21.4385382636 |
| 2003-10-01 | 21.1343333248 |
| 2003-11-01 | 21.0919768038 |
| 2003-12-01 | 21.3095546170 |
| 2004-01-01 | 21.1242697660 |
| 2004-02-01 | 20.9053138400 |
| 2004-03-01 | 21.4096579292 |
| 2004-04-01 | 21.5377213301 |
| 2004-05-01 | 21.7977476313 |
| 2004-06-01 | 21.6791874183 |
| 2004-07-01 | 21.7845035363 |
| 2004-08-01 | 21.8843225010 |
| 2004-09-01 | 21.8447211882 |
| 2004-10-01 | 21.1352625204 |
| 2004-11-01 | 21.1738627085 |
| 2004-12-01 | 21.0260186831 |
| 2005-01-01 | 21.1145516062 |
| 2005-02-01 | 21.2137957292 |
| 2005-03-01 | 21.0964853324 |
| 2005-04-01 | 21.6370031298 |
| 2005-05-01 | 21.7901768583 |
| 2005-06-01 | 21.5927816738 |
| 2005-07-01 | 21.9866568075 |
| 2005-08-01 | 22.0155142939 |
| 2005-09-01 | 22.0684623387 |
| 2005-10-01 | 21.7165519493 |
| 2005-11-01 | 21.7364194606 |
| 2005-12-01 | 21.7509351246 |
| 2006-01-01 | 21.8841851193 |
| 2006-02-01 | 21.8025874221 |
| 2006-03-01 | 21.8799610849 |
| 2006-04-01 | 21.8321261707 |
| 2006-05-01 | 21.8984546727 |
| 2006-06-01 | 21.9948315582 |
| 2006-07-01 | 22.3240679836 |
| 2006-08-01 | 22.2682897731 |
| 2006-09-01 | 22.2821851797 |
| 2006-10-01 | 22.4975907366 |
| 2006-11-01 | 22.6097284296 |
| 2006-12-01 | 22.8610114023 |
| 2007-01-01 | 22.5342446838 |
| 2007-02-01 | 22.4713300633 |
| 2007-03-01 | 22.5578324662 |
| 2007-04-01 | 22.6260374271 |
| 2007-05-01 | 22.6269783335 |
| 2007-06-01 | 22.8986288511 |
| 2007-07-01 | 22.6804852209 |
| 2007-08-01 | 22.7355173055 |
| 2007-09-01 | 22.4998907721 |
| 2007-10-01 | 22.9595752271 |
| 2007-11-01 | 23.0762228793 |
| 2007-12-01 | 23.3616253609 |
| 2008-01-01 | 23.5897045818 |
| 2008-02-01 | 23.6281135612 |
| 2008-03-01 | 23.5389276653 |
| 2008-04-01 | 23.5100951960 |
| 2008-05-01 | 23.6805932319 |
| 2008-06-01 | 23.6041963915 |
| 2008-07-01 | 23.2504235891 |
| 2008-08-01 | 23.2927299914 |
| 2008-09-01 | 23.6925069571 |
| 2008-10-01 | 23.8229067220 |
| 2008-11-01 | 23.9587466309 |
| 2008-12-01 | 23.7540443627 |
| 2009-01-01 | 23.8529562366 |
| 2009-02-01 | 23.8787247772 |
| 2009-03-01 | 23.9226888633 |
| 2009-04-01 | 23.8944091410 |
| 2009-05-01 | 23.9379980707 |
| 2009-06-01 | 24.0483695847 |
| 2009-07-01 | 23.8997218582 |
| 2009-08-01 | 23.7161621377 |
| 2009-09-01 | 24.0796024483 |
| 2009-10-01 | 24.0827558255 |
| 2009-11-01 | 24.0352053118 |
| 2009-12-01 | 24.0591272724 |
| 2010-01-01 | 23.9331084206 |
| 2010-02-01 | 23.8431704849 |
| 2010-03-01 | 23.9006306399 |
| 2010-04-01 | 24.0797534496 |
| 2010-05-01 | 24.1001203978 |
| 2010-06-01 | 24.1225799470 |
| 2010-07-01 | 23.9200306164 |
| 2010-08-01 | 23.7994065067 |
| 2010-09-01 | 23.8485204886 |
| 2010-10-01 | 23.9589365285 |
| 2010-11-01 | 23.9240017389 |
| 2010-12-01 | 23.9711437694 |
| 2011-01-01 | 23.9192528589 |
| 2011-02-01 | 24.0232954371 |
| 2011-03-01 | 23.9792864332 |
| 2011-04-01 | 24.0654094354 |
| 2011-05-01 | 23.9601522355 |
| 2011-06-01 | 24.0113779449 |
| 2011-07-01 | 24.3071281401 |
| 2011-08-01 | 24.1583159867 |
| 2011-09-01 | 24.3289794274 |
| 2011-10-01 | 24.2428939884 |
| 2011-11-01 | 24.3094563066 |
| 2011-12-01 | 24.2862262796 |
| 2012-01-01 | 24.5172079594 |
| 2012-02-01 | 24.6146912157 |
| 2012-03-01 | 24.6601098266 |
| 2012-04-01 | 24.6546246552 |
| 2012-05-01 | 24.7123917649 |
| 2012-06-01 | 24.7894156445 |
| 2012-07-01 | 24.9792909735 |
| 2012-08-01 | 25.2089653633 |
| 2012-09-01 | 25.2121750994 |
| 2012-10-01 | 25.3462836163 |
| 2012-11-01 | 25.4059409411 |
| 2012-12-01 | 25.4997024910 |
| 2013-01-01 | 25.3081559390 |
| 2013-02-01 | 25.5126149519 |
| 2013-03-01 | 25.6466413098 |
| 2013-04-01 | 25.5459764180 |
| 2013-05-01 | 25.6447697543 |
| 2013-06-01 | 25.6540137807 |
| 2013-07-01 | 25.5518405524 |
| 2013-08-01 | 25.8586870752 |
| 2013-09-01 | 25.9075011826 |
| 2013-10-01 | 26.0606453122 |
| 2013-11-01 | 26.0012959460 |
| 2013-12-01 | 26.0100744327 |
| 2014-01-01 | 26.1030364574 |
| 2014-02-01 | 26.2187443398 |
| 2014-03-01 | 26.2320734868 |
| 2014-04-01 | 26.3442084301 |
| 2014-05-01 | 26.2621665090 |
| 2014-06-01 | 26.2854751821 |
| 2014-07-01 | 26.3280608827 |
| 2014-08-01 | 26.3289479601 |
| 2014-09-01 | 26.3027583777 |
| 2014-10-01 | 26.2749250305 |
| 2014-11-01 | 26.3097099718 |
| 2014-12-01 | 26.2168275331 |
| 2015-01-01 | 26.1961783152 |
| 2015-02-01 | 26.2303401772 |
| 2015-03-01 | 26.2301087984 |
| 2015-04-01 | 26.3359092583 |
| 2015-05-01 | 26.4708047060 |
| 2015-06-01 | 26.4872275472 |
| 2015-07-01 | 26.6074140394 |
| 2015-08-01 | 26.6221305566 |
| 2015-09-01 | 26.5954430762 |
| 2015-10-01 | 26.6820370750 |
| 2015-11-01 | 26.8210195117 |
| 2015-12-01 | 27.0236297677 |
| 2016-01-01 | 27.1010174994 |
| 2016-02-01 | 27.0323055256 |
| 2016-03-01 | 27.1395508530 |
| 2016-04-01 | 27.2373534027 |
| 2016-05-01 | 27.0735201727 |
| 2016-06-01 | 26.9699248851 |
| 2016-07-01 | 26.9795405710 |
| 2016-08-01 | 27.1388782518 |
| 2016-09-01 | 27.0788874254 |
| 2016-10-01 | 26.9755912661 |
| 2016-11-01 | 27.0386193539 |
| 2016-12-01 | 26.7357167144 |
| 2017-01-01 | 27.0052971567 |
| 2017-02-01 | 27.1229578183 |
| 2017-03-01 | 27.0606717967 |
| 2017-04-01 | 26.7480212940 |
| 2017-05-01 | 26.9749528927 |
| 2017-06-01 | 27.0561792785 |
| 2017-07-01 | 27.0610699163 |
| 2017-08-01 | 27.0490437230 |
| 2017-09-01 | 27.1506974905 |
| 2017-10-01 | 27.2638644256 |
| 2017-11-01 | 27.2421190152 |
| 2017-12-01 | 27.3424016194 |
| 2018-01-01 | 27.4279491656 |
| 2018-02-01 | 27.4152681444 |
| 2018-03-01 | 27.4814215987 |
| 2018-04-01 | 27.5712255648 |
| 2018-05-01 | 27.5729137500 |
| 2018-06-01 | 27.6439670008 |
| 2018-07-01 | 27.6437930395 |
| 2018-08-01 | 27.2606523684 |
| 2018-09-01 | 27.6254633317 |
| 2018-10-01 | 27.6416463049 |
| 2018-11-01 | 27.6341784941 |
| 2018-12-01 | 27.2443682175 |
| 2019-01-01 | 27.7515913657 |
| 2019-02-01 | 27.9145784418 |
| 2019-03-01 | 27.9169762108 |
| 2019-04-01 | 27.9860751334 |
| 2019-05-01 | 28.0667562730 |
| 2019-06-01 | 28.1407860074 |
| 2019-07-01 | 28.1360098733 |
| 2019-08-01 | 27.9580985912 |
| 2019-09-01 | 27.9989540565 |
| 2019-10-01 | 28.0288075999 |
| 2019-11-01 | 27.9162269049 |
| 2019-12-01 | 27.9374263781 |
| 2020-01-01 | 28.0817960389 |
| 2020-02-01 | 28.2206051650 |
| 2020-03-01 | 28.1495675968 |
| 2020-04-01 | 26.5042579089 |
| 2020-05-01 | 26.4632219202 |
| 2020-06-01 | 26.8334447400 |
| 2020-07-01 | 27.1163359986 |
| 2020-08-01 | 27.5450735153 |
| 2020-09-01 | 27.6940445392 |
| 2020-10-01 | 27.7180015880 |
| 2020-11-01 | 27.9063810425 |
| 2020-12-01 | 27.9310533343 |
| 2021-01-01 | 27.6999151381 |
| 2021-02-01 | 27.8332921432 |
| 2021-03-01 | 27.9791999696 |
| 2021-04-01 | 27.9181241644 |
| 2021-05-01 | 27.8639434257 |
| 2021-06-01 | 27.3224786479 |
| 2021-07-01 | 27.5931628467 |
| 2021-08-01 | 27.5108012957 |
| 2021-09-01 | 27.2970399723 |
| 2021-10-01 | 27.7309644746 |
| 2021-11-01 | 27.5992942629 |
| 2021-12-01 | 27.5207660007 |
| 2022-01-01 | 27.5218204175 |
| 2022-02-01 | 27.4586574463 |
| 2022-03-01 | 27.3952199509 |
| 2022-04-01 | 27.7269675472 |
| 2022-05-01 | 27.7691421299 |
| 2022-06-01 | 27.6903939702 |
| 2022-07-01 | 27.6589120023 |
| 2022-08-01 | 27.7744996442 |
| 2022-09-01 | 28.0153495118 |
| 2022-10-01 | 28.0523831623 |
| 2022-11-01 | 28.1106572311 |
| 2022-12-01 | 28.3142889996 |
| 2023-01-01 | 28.4253097457 |
| 2023-02-01 | 28.5950704055 |
| 2023-03-01 | 28.6173922705 |
| 2023-04-01 | 28.5279829742 |
| 2023-05-01 | 28.5626140140 |
| 2023-06-01 | 28.8461540991 |
| 2023-07-01 | 29.1182123879 |
| 2023-08-01 | 29.2480472576 |
| 2023-09-01 | 29.2298262240 |
| 2023-10-01 | 29.4852759794 |
| 2023-11-01 | 29.4339314395 |
| 2023-12-01 | 29.5095284986 |
| 2024-01-01 | 29.7277142502 |
| 2024-02-01 | 29.9291954899 |
| 2024-03-01 | 30.0337000129 |
| 2024-04-01 | 30.0300435507 |
| 2024-05-01 | 30.0530349036 |
| 2024-06-01 | 30.1963127612 |
| 2024-07-01 | 30.2732495730 |
| 2024-08-01 | 30.2301690542 |
| 2024-09-01 | 30.1482487295 |
| 2024-10-01 | 30.1097693667 |
| 2024-11-01 | 30.2644428691 |
| 2024-12-01 | 30.2150329094 |
| 2025-01-01 | 30.1209044905 |
| 2025-02-01 | 30.0559758487 |
| 2025-03-01 | 30.2495934368 |
| 2025-04-01 | 30.4321225091 |
| 2025-05-01 | 30.4363136637 |
| 2025-06-01 | 30.6582825335 |
| 2025-07-01 | 30.4380193354 |
| 2025-08-01 | 30.6212912175 |
| 2025-09-01 | 30.6580544187 |
| 2025-10-01 | 30.5349103763 |
| 2025-11-01 | 30.6805799686 |
| 2025-12-01 | 30.9167530460 |
| 2026-01-01 | 31.0223113116 |
| 2026-02-01 | 30.8783109910 |
| 2026-03-01 | 30.9577650768 |
| 2026-04-01 | 31.0286281359 |
| 2026-05-01 | 31.2208756499 |
| 2026-06-01 | 31.2339045589 |
| 2026-07-01 | 31.3225510749 |
| 2026-08-01 | 31.2162743082 |