Table Data - All Employees: Education and Health Services: Private Education and Health Services in Youngstown-Warren, OH (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | YOUN639EDUH |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:54 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 | 23.6106362168 |
| 1990-02-01 | 23.7089730992 |
| 1990-03-01 | 23.7369654104 |
| 1990-04-01 | 23.7418946260 |
| 1990-05-01 | 23.8159569060 |
| 1990-06-01 | 23.9665352714 |
| 1990-07-01 | 24.2294624324 |
| 1990-08-01 | 24.2176612336 |
| 1990-09-01 | 24.3056767766 |
| 1990-10-01 | 24.4960090953 |
| 1990-11-01 | 24.5014597429 |
| 1990-12-01 | 24.4530068945 |
| 1991-01-01 | 24.5192919830 |
| 1991-02-01 | 24.5186957398 |
| 1991-03-01 | 24.5397100541 |
| 1991-04-01 | 24.6433248255 |
| 1991-05-01 | 24.7197538957 |
| 1991-06-01 | 24.9593002504 |
| 1991-07-01 | 24.6232668991 |
| 1991-08-01 | 24.8162674593 |
| 1991-09-01 | 25.0028401863 |
| 1991-10-01 | 24.7975857733 |
| 1991-11-01 | 24.7961606535 |
| 1991-12-01 | 24.8477697627 |
| 1992-01-01 | 25.0320207505 |
| 1992-02-01 | 25.1389339381 |
| 1992-03-01 | 25.3477973020 |
| 1992-04-01 | 25.1340415576 |
| 1992-05-01 | 25.2136038499 |
| 1992-06-01 | 25.1493682278 |
| 1992-07-01 | 25.7226216937 |
| 1992-08-01 | 25.8144798905 |
| 1992-09-01 | 25.7925975822 |
| 1992-10-01 | 25.8071972550 |
| 1992-11-01 | 25.8897374615 |
| 1992-12-01 | 26.0295157352 |
| 1993-01-01 | 25.9569446146 |
| 1993-02-01 | 25.7564943871 |
| 1993-03-01 | 25.8502657013 |
| 1993-04-01 | 25.8280278195 |
| 1993-05-01 | 25.7023990019 |
| 1993-06-01 | 25.7412434995 |
| 1993-07-01 | 25.8384284256 |
| 1993-08-01 | 25.7135391092 |
| 1993-09-01 | 25.7826857894 |
| 1993-10-01 | 25.8115971140 |
| 1993-11-01 | 25.7699302623 |
| 1993-12-01 | 25.8146252253 |
| 1994-01-01 | 25.6827729566 |
| 1994-02-01 | 25.8874160458 |
| 1994-03-01 | 25.7548112487 |
| 1994-04-01 | 25.6129236609 |
| 1994-05-01 | 25.6837993903 |
| 1994-06-01 | 25.9351222682 |
| 1994-07-01 | 25.7618169009 |
| 1994-08-01 | 25.7110408330 |
| 1994-09-01 | 25.6772563968 |
| 1994-10-01 | 25.6062462007 |
| 1994-11-01 | 25.6457122308 |
| 1994-12-01 | 25.6003214727 |
| 1995-01-01 | 25.7227633679 |
| 1995-02-01 | 25.7016711692 |
| 1995-03-01 | 25.7599682809 |
| 1995-04-01 | 25.9095978819 |
| 1995-05-01 | 25.9623449403 |
| 1995-06-01 | 26.0369375469 |
| 1995-07-01 | 25.8866381423 |
| 1995-08-01 | 25.8988415690 |
| 1995-09-01 | 25.9798893821 |
| 1995-10-01 | 25.7866262309 |
| 1995-11-01 | 25.7184963243 |
| 1995-12-01 | 25.6909630410 |
| 1996-01-01 | 25.3579544346 |
| 1996-02-01 | 25.5228564662 |
| 1996-03-01 | 25.4739082313 |
| 1996-04-01 | 25.2928853108 |
| 1996-05-01 | 25.2384116983 |
| 1996-06-01 | 25.1387002772 |
| 1996-07-01 | 25.2180907011 |
| 1996-08-01 | 25.1982751544 |
| 1996-09-01 | 25.1657499472 |
| 1996-10-01 | 25.2666026565 |
| 1996-11-01 | 25.4103227724 |
| 1996-12-01 | 25.2938491996 |
| 1997-01-01 | 25.2931649299 |
| 1997-02-01 | 25.2283148060 |
| 1997-03-01 | 25.0807367491 |
| 1997-04-01 | 25.2701188396 |
| 1997-05-01 | 25.3148537531 |
| 1997-06-01 | 25.2458886806 |
| 1997-07-01 | 25.1447299792 |
| 1997-08-01 | 25.2048571560 |
| 1997-09-01 | 25.0418170617 |
| 1997-10-01 | 25.6542314091 |
| 1997-11-01 | 25.2175180212 |
| 1997-12-01 | 25.1959802981 |
| 1998-01-01 | 25.9170291354 |
| 1998-02-01 | 26.0368490167 |
| 1998-03-01 | 25.7858933790 |
| 1998-04-01 | 26.0361150602 |
| 1998-05-01 | 26.2041280046 |
| 1998-06-01 | 26.2578205038 |
| 1998-07-01 | 26.5732852727 |
| 1998-08-01 | 26.5147218493 |
| 1998-09-01 | 26.3981840566 |
| 1998-10-01 | 26.6517921860 |
| 1998-11-01 | 26.6291797928 |
| 1998-12-01 | 26.6912122698 |
| 1999-01-01 | 26.6381448287 |
| 1999-02-01 | 26.6234240818 |
| 1999-03-01 | 26.6782971916 |
| 1999-04-01 | 26.8006279269 |
| 1999-05-01 | 26.8058992497 |
| 1999-06-01 | 26.9874788904 |
| 1999-07-01 | 27.0021651550 |
| 1999-08-01 | 26.9365011284 |
| 1999-09-01 | 27.1482101981 |
| 1999-10-01 | 27.1515810734 |
| 1999-11-01 | 27.1367511925 |
| 1999-12-01 | 27.1959508564 |
| 2000-01-01 | 27.2467199939 |
| 2000-02-01 | 27.2996664642 |
| 2000-03-01 | 27.8707014134 |
| 2000-04-01 | 27.6775518644 |
| 2000-05-01 | 27.7263705649 |
| 2000-06-01 | 27.7141379308 |
| 2000-07-01 | 27.7331928999 |
| 2000-08-01 | 27.6579076477 |
| 2000-09-01 | 27.7965995427 |
| 2000-10-01 | 27.6431437486 |
| 2000-11-01 | 27.6271329692 |
| 2000-12-01 | 27.6018278253 |
| 2001-01-01 | 27.9596214033 |
| 2001-02-01 | 28.0752396412 |
| 2001-03-01 | 28.0567724554 |
| 2001-04-01 | 28.2708526227 |
| 2001-05-01 | 27.8580127151 |
| 2001-06-01 | 27.9469756272 |
| 2001-07-01 | 28.0540568381 |
| 2001-08-01 | 28.3792892643 |
| 2001-09-01 | 28.5663982715 |
| 2001-10-01 | 28.4140172389 |
| 2001-11-01 | 28.5946303561 |
| 2001-12-01 | 28.6832848321 |
| 2002-01-01 | 28.8800869637 |
| 2002-02-01 | 28.9501284834 |
| 2002-03-01 | 29.1575445930 |
| 2002-04-01 | 29.2897812316 |
| 2002-05-01 | 29.4014982403 |
| 2002-06-01 | 29.3754013428 |
| 2002-07-01 | 29.4718265883 |
| 2002-08-01 | 29.4960945015 |
| 2002-09-01 | 29.1536327667 |
| 2002-10-01 | 29.8566510461 |
| 2002-11-01 | 30.0340721342 |
| 2002-12-01 | 30.0466487520 |
| 2003-01-01 | 30.5382334235 |
| 2003-02-01 | 30.2406015083 |
| 2003-03-01 | 30.1584988619 |
| 2003-04-01 | 30.1164093237 |
| 2003-05-01 | 30.2292094704 |
| 2003-06-01 | 30.3994651069 |
| 2003-07-01 | 30.3836011844 |
| 2003-08-01 | 30.4436702166 |
| 2003-09-01 | 30.2577730372 |
| 2003-10-01 | 30.2832992554 |
| 2003-11-01 | 30.2622499858 |
| 2003-12-01 | 30.2003727119 |
| 2004-01-01 | 30.8061677904 |
| 2004-02-01 | 30.4332050865 |
| 2004-03-01 | 30.5534107213 |
| 2004-04-01 | 30.7388845104 |
| 2004-05-01 | 30.8407229883 |
| 2004-06-01 | 31.1101574582 |
| 2004-07-01 | 31.7017778775 |
| 2004-08-01 | 31.5242613404 |
| 2004-09-01 | 31.2575216077 |
| 2004-10-01 | 31.6101778870 |
| 2004-11-01 | 31.5833423399 |
| 2004-12-01 | 31.7368768316 |
| 2005-01-01 | 31.6941836095 |
| 2005-02-01 | 31.6397110920 |
| 2005-03-01 | 31.5387615006 |
| 2005-04-01 | 31.6338905863 |
| 2005-05-01 | 31.5181581983 |
| 2005-06-01 | 31.8199209928 |
| 2005-07-01 | 32.0263232659 |
| 2005-08-01 | 32.0340222572 |
| 2005-09-01 | 32.1621435034 |
| 2005-10-01 | 31.5712931935 |
| 2005-11-01 | 31.5363551112 |
| 2005-12-01 | 31.5944177922 |
| 2006-01-01 | 31.3469203965 |
| 2006-02-01 | 31.5172507741 |
| 2006-03-01 | 31.6074802816 |
| 2006-04-01 | 31.5119534137 |
| 2006-05-01 | 31.5862004210 |
| 2006-06-01 | 30.6414192242 |
| 2006-07-01 | 30.6547931841 |
| 2006-08-01 | 30.5227825282 |
| 2006-09-01 | 30.7703973197 |
| 2006-10-01 | 31.1572143559 |
| 2006-11-01 | 31.0127714181 |
| 2006-12-01 | 30.9736740516 |
| 2007-01-01 | 30.9826863624 |
| 2007-02-01 | 31.0868903215 |
| 2007-03-01 | 31.2646037694 |
| 2007-04-01 | 31.5703192190 |
| 2007-05-01 | 31.6372174158 |
| 2007-06-01 | 31.2848704149 |
| 2007-07-01 | 31.1048184075 |
| 2007-08-01 | 31.1199093928 |
| 2007-09-01 | 31.2757562168 |
| 2007-10-01 | 31.0533521784 |
| 2007-11-01 | 31.2853203040 |
| 2007-12-01 | 31.3515679348 |
| 2008-01-01 | 32.0290371029 |
| 2008-02-01 | 31.2438357621 |
| 2008-03-01 | 31.2201708086 |
| 2008-04-01 | 31.2286309424 |
| 2008-05-01 | 31.5962979334 |
| 2008-06-01 | 31.3383954461 |
| 2008-07-01 | 31.3586875719 |
| 2008-08-01 | 31.2883208930 |
| 2008-09-01 | 31.2820284416 |
| 2008-10-01 | 31.4498876105 |
| 2008-11-01 | 31.4697926565 |
| 2008-12-01 | 31.5350814166 |
| 2009-01-01 | 32.6528241954 |
| 2009-02-01 | 31.8989676312 |
| 2009-03-01 | 31.8796117295 |
| 2009-04-01 | 31.9830346908 |
| 2009-05-01 | 32.0684583572 |
| 2009-06-01 | 32.4093579223 |
| 2009-07-01 | 32.4251989421 |
| 2009-08-01 | 32.4392922885 |
| 2009-09-01 | 31.7897204309 |
| 2009-10-01 | 31.8430374344 |
| 2009-11-01 | 31.7604866649 |
| 2009-12-01 | 31.7300072063 |
| 2010-01-01 | 32.4444781916 |
| 2010-02-01 | 31.6540044641 |
| 2010-03-01 | 31.6407034730 |
| 2010-04-01 | 31.7423233208 |
| 2010-05-01 | 31.7547538379 |
| 2010-06-01 | 31.5730255906 |
| 2010-07-01 | 31.6733750157 |
| 2010-08-01 | 31.8517058388 |
| 2010-09-01 | 31.8986326662 |
| 2010-10-01 | 31.8328184541 |
| 2010-11-01 | 31.9450963407 |
| 2010-12-01 | 32.0295462294 |
| 2011-01-01 | 31.9253165619 |
| 2011-02-01 | 32.0189535733 |
| 2011-03-01 | 32.1041849134 |
| 2011-04-01 | 32.0043381248 |
| 2011-05-01 | 32.0404648841 |
| 2011-06-01 | 31.7344050433 |
| 2011-07-01 | 32.0395265548 |
| 2011-08-01 | 31.8669788154 |
| 2011-09-01 | 31.9051904635 |
| 2011-10-01 | 31.9232462495 |
| 2011-11-01 | 31.8240021751 |
| 2011-12-01 | 31.8436324348 |
| 2012-01-01 | 31.6083629849 |
| 2012-02-01 | 31.6056690905 |
| 2012-03-01 | 31.6699218288 |
| 2012-04-01 | 31.3778126649 |
| 2012-05-01 | 31.2254516509 |
| 2012-06-01 | 30.9643325838 |
| 2012-07-01 | 31.1796465442 |
| 2012-08-01 | 31.2844575345 |
| 2012-09-01 | 31.4144387364 |
| 2012-10-01 | 31.2226113693 |
| 2012-11-01 | 31.2143555003 |
| 2012-12-01 | 31.1594447970 |
| 2013-01-01 | 31.3811179551 |
| 2013-02-01 | 31.2988049878 |
| 2013-03-01 | 31.3537801597 |
| 2013-04-01 | 31.3598583268 |
| 2013-05-01 | 31.3169343597 |
| 2013-06-01 | 31.0868511901 |
| 2013-07-01 | 31.0103925331 |
| 2013-08-01 | 30.9934461056 |
| 2013-09-01 | 30.9225800530 |
| 2013-10-01 | 30.9214478715 |
| 2013-11-01 | 31.0148488416 |
| 2013-12-01 | 30.8844714772 |
| 2014-01-01 | 30.9299598372 |
| 2014-02-01 | 30.9935330564 |
| 2014-03-01 | 30.9419937290 |
| 2014-04-01 | 30.9607006286 |
| 2014-05-01 | 31.0135917047 |
| 2014-06-01 | 31.1960795993 |
| 2014-07-01 | 31.2378550209 |
| 2014-08-01 | 31.3067694990 |
| 2014-09-01 | 31.4280421498 |
| 2014-10-01 | 31.5053435014 |
| 2014-11-01 | 31.6200513058 |
| 2014-12-01 | 31.7071892342 |
| 2015-01-01 | 31.5690766302 |
| 2015-02-01 | 31.6851598494 |
| 2015-03-01 | 31.6330057728 |
| 2015-04-01 | 32.0656376221 |
| 2015-05-01 | 32.2090696291 |
| 2015-06-01 | 32.2145184312 |
| 2015-07-01 | 32.2752204027 |
| 2015-08-01 | 32.2082133414 |
| 2015-09-01 | 32.3325160989 |
| 2015-10-01 | 32.3943870276 |
| 2015-11-01 | 32.3366780990 |
| 2015-12-01 | 32.4346198162 |
| 2016-01-01 | 32.2865422381 |
| 2016-02-01 | 32.3722052683 |
| 2016-03-01 | 32.3273243170 |
| 2016-04-01 | 32.3928234956 |
| 2016-05-01 | 32.3091258813 |
| 2016-06-01 | 32.2233800371 |
| 2016-07-01 | 32.4964901679 |
| 2016-08-01 | 32.4940379462 |
| 2016-09-01 | 32.5437052673 |
| 2016-10-01 | 32.4962961611 |
| 2016-11-01 | 32.5614699251 |
| 2016-12-01 | 32.5577361842 |
| 2017-01-01 | 32.5720313691 |
| 2017-02-01 | 32.6462747547 |
| 2017-03-01 | 32.7480150370 |
| 2017-04-01 | 32.5344383530 |
| 2017-05-01 | 32.5384102471 |
| 2017-06-01 | 32.6460685763 |
| 2017-07-01 | 32.4016674100 |
| 2017-08-01 | 32.3355521217 |
| 2017-09-01 | 32.6578972381 |
| 2017-10-01 | 32.7107124360 |
| 2017-11-01 | 32.5720886322 |
| 2017-12-01 | 32.5811552435 |
| 2018-01-01 | 32.8617483951 |
| 2018-02-01 | 32.7286344004 |
| 2018-03-01 | 32.9729599545 |
| 2018-04-01 | 32.9711076133 |
| 2018-05-01 | 33.0806665053 |
| 2018-06-01 | 32.9657736630 |
| 2018-07-01 | 32.9137863057 |
| 2018-08-01 | 32.8729956168 |
| 2018-09-01 | 32.7675428967 |
| 2018-10-01 | 32.8377498545 |
| 2018-11-01 | 32.7629219765 |
| 2018-12-01 | 32.7945369180 |
| 2019-01-01 | 33.0678070690 |
| 2019-02-01 | 33.0284121114 |
| 2019-03-01 | 32.9162940297 |
| 2019-04-01 | 32.9032592199 |
| 2019-05-01 | 33.0405614082 |
| 2019-06-01 | 32.8682177137 |
| 2019-07-01 | 32.8852692869 |
| 2019-08-01 | 32.7759267879 |
| 2019-09-01 | 32.9786388041 |
| 2019-10-01 | 32.9722512329 |
| 2019-11-01 | 33.0535507184 |
| 2019-12-01 | 33.1025926664 |
| 2020-01-01 | 33.1204040641 |
| 2020-02-01 | 33.0431216797 |
| 2020-03-01 | 32.7613008814 |
| 2020-04-01 | 27.7403717309 |
| 2020-05-01 | 28.4926015236 |
| 2020-06-01 | 29.7027324859 |
| 2020-07-01 | 30.1868395331 |
| 2020-08-01 | 30.4761613910 |
| 2020-09-01 | 30.4827550450 |
| 2020-10-01 | 30.6235760718 |
| 2020-11-01 | 30.7963769894 |
| 2020-12-01 | 30.1316323852 |
| 2021-01-01 | 30.7024339280 |
| 2021-02-01 | 30.6760505245 |
| 2021-03-01 | 30.9223262548 |
| 2021-04-01 | 30.8555922376 |
| 2021-05-01 | 30.6339810116 |
| 2021-06-01 | 30.5768310170 |
| 2021-07-01 | 30.5105051343 |
| 2021-08-01 | 30.4940189187 |
| 2021-09-01 | 29.9877248565 |
| 2021-10-01 | 30.3459355315 |
| 2021-11-01 | 30.5352297840 |
| 2021-12-01 | 29.8567690025 |
| 2022-01-01 | 29.9126214174 |
| 2022-02-01 | 30.0006059627 |
| 2022-03-01 | 30.1562742150 |
| 2022-04-01 | 30.3828626288 |
| 2022-05-01 | 30.4561977462 |
| 2022-06-01 | 30.3137588244 |
| 2022-07-01 | 30.7219369334 |
| 2022-08-01 | 30.9374853454 |
| 2022-09-01 | 31.1894230854 |
| 2022-10-01 | 31.0611159610 |
| 2022-11-01 | 30.9812380696 |
| 2022-12-01 | 31.0814869191 |
| 2023-01-01 | 31.5301645976 |
| 2023-02-01 | 31.7205044431 |
| 2023-03-01 | 31.7799662331 |
| 2023-04-01 | 30.5108641879 |
| 2023-05-01 | 30.6539317539 |
| 2023-06-01 | 30.8530083615 |
| 2023-07-01 | 30.8355137821 |
| 2023-08-01 | 30.7839150114 |
| 2023-09-01 | 31.0063737827 |
| 2023-10-01 | 31.1824237309 |
| 2023-11-01 | 31.1384404273 |
| 2023-12-01 | 31.3256399911 |
| 2024-01-01 | 31.3474602568 |
| 2024-02-01 | 31.1313057550 |
| 2024-03-01 | 31.3723341284 |
| 2024-04-01 | 31.6454706176 |
| 2024-05-01 | 31.7371197483 |
| 2024-06-01 | 31.7968638414 |
| 2024-07-01 | 31.9745066890 |
| 2024-08-01 | 32.0659006573 |
| 2024-09-01 | 32.0240202873 |
| 2024-10-01 | 32.0991745834 |
| 2024-11-01 | 31.9741316656 |
| 2024-12-01 | 31.9517055457 |
| 2025-01-01 | 32.0599092496 |
| 2025-02-01 | 32.0341834809 |
| 2025-03-01 | 31.9671828107 |
| 2025-04-01 | 31.8731215346 |
| 2025-05-01 | 31.9222838982 |
| 2025-06-01 | 31.9552894236 |
| 2025-07-01 | 32.0311315270 |
| 2025-08-01 | 31.9408197393 |
| 2025-09-01 | 31.9430212026 |
| 2025-10-01 | 31.8175541553 |
| 2025-11-01 | 31.9976775150 |
| 2025-12-01 | 31.9771106965 |
| 2026-01-01 | 31.9684324273 |
| 2026-02-01 | 32.0397411003 |
| 2026-03-01 | 32.2460479230 |
| 2026-04-01 | 32.0899640703 |
| 2026-05-01 | 32.1150595566 |
| 2026-06-01 | 32.1334672041 |
| 2026-07-01 | 32.0093677785 |
| 2026-08-01 | 32.0310410938 |
| 2026-09-01 | 31.9534218335 |