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 2026-08-01 |
| Last Updated | 2026-09-18 12:18 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 | 23.6106435613 |
| 1990-02-01 | 23.7089864403 |
| 1990-03-01 | 23.7369960623 |
| 1990-04-01 | 23.7419297282 |
| 1990-05-01 | 23.8160039049 |
| 1990-06-01 | 23.9666023380 |
| 1990-07-01 | 24.2292809016 |
| 1990-08-01 | 24.2176471469 |
| 1990-09-01 | 24.3056679574 |
| 1990-10-01 | 24.4960056528 |
| 1990-11-01 | 24.5014610393 |
| 1990-12-01 | 24.4530131440 |
| 1991-01-01 | 24.5193008167 |
| 1991-02-01 | 24.5187070072 |
| 1991-03-01 | 24.5397403036 |
| 1991-04-01 | 24.6433569167 |
| 1991-05-01 | 24.7197984661 |
| 1991-06-01 | 24.9593635020 |
| 1991-07-01 | 24.6231034241 |
| 1991-08-01 | 24.8162532675 |
| 1991-09-01 | 25.0028306678 |
| 1991-10-01 | 24.7975817955 |
| 1991-11-01 | 24.7961619680 |
| 1991-12-01 | 24.8477766906 |
| 1992-01-01 | 25.0320307239 |
| 1992-02-01 | 25.1389411524 |
| 1992-03-01 | 25.3478242813 |
| 1992-04-01 | 25.1340656990 |
| 1992-05-01 | 25.2136394908 |
| 1992-06-01 | 25.1494193869 |
| 1992-07-01 | 25.7224988537 |
| 1992-08-01 | 25.8144627880 |
| 1992-09-01 | 25.7925836127 |
| 1992-10-01 | 25.8071941690 |
| 1992-11-01 | 25.8897407466 |
| 1992-12-01 | 26.0295242522 |
| 1993-01-01 | 25.9569513454 |
| 1993-02-01 | 25.7564969552 |
| 1993-03-01 | 25.8502862220 |
| 1993-04-01 | 25.8280408708 |
| 1993-05-01 | 25.7024240260 |
| 1993-06-01 | 25.7412829102 |
| 1993-07-01 | 25.8383512643 |
| 1993-08-01 | 25.7135214876 |
| 1993-09-01 | 25.7826711933 |
| 1993-10-01 | 25.8115985720 |
| 1993-11-01 | 25.7699424344 |
| 1993-12-01 | 25.8146354134 |
| 1994-01-01 | 25.6827747947 |
| 1994-02-01 | 25.8874127011 |
| 1994-03-01 | 25.7548203720 |
| 1994-04-01 | 25.6129235370 |
| 1994-05-01 | 25.6838079046 |
| 1994-06-01 | 25.9351403070 |
| 1994-07-01 | 25.7617819652 |
| 1994-08-01 | 25.7110257893 |
| 1994-09-01 | 25.6772426974 |
| 1994-10-01 | 25.6062705009 |
| 1994-11-01 | 25.6457416111 |
| 1994-12-01 | 25.6003499361 |
| 1995-01-01 | 25.7227375666 |
| 1995-02-01 | 25.7016515738 |
| 1995-03-01 | 25.7599617868 |
| 1995-04-01 | 25.9095854820 |
| 1995-05-01 | 25.9623420327 |
| 1995-06-01 | 26.0369423454 |
| 1995-07-01 | 25.8866207978 |
| 1995-08-01 | 25.8988377437 |
| 1995-09-01 | 25.9798767808 |
| 1995-10-01 | 25.7866788085 |
| 1995-11-01 | 25.7185457057 |
| 1995-12-01 | 25.6910106115 |
| 1996-01-01 | 25.3579039337 |
| 1996-02-01 | 25.5228201686 |
| 1996-03-01 | 25.4738845460 |
| 1996-04-01 | 25.2928627905 |
| 1996-05-01 | 25.2383982765 |
| 1996-06-01 | 25.1386941387 |
| 1996-07-01 | 25.2180832681 |
| 1996-08-01 | 25.1982827584 |
| 1996-09-01 | 25.1657387851 |
| 1996-10-01 | 25.2666817266 |
| 1996-11-01 | 25.4103869646 |
| 1996-12-01 | 25.2939160167 |
| 1997-01-01 | 25.2930918535 |
| 1997-02-01 | 25.2282659411 |
| 1997-03-01 | 25.0806872298 |
| 1997-04-01 | 25.2700923574 |
| 1997-05-01 | 25.3148387614 |
| 1997-06-01 | 25.2458843603 |
| 1997-07-01 | 25.1447260637 |
| 1997-08-01 | 25.2048725645 |
| 1997-09-01 | 25.0418073486 |
| 1997-10-01 | 25.6543183483 |
| 1997-11-01 | 25.2175886459 |
| 1997-12-01 | 25.1960513029 |
| 1998-01-01 | 25.9169550524 |
| 1998-02-01 | 26.0367974199 |
| 1998-03-01 | 25.7858217394 |
| 1998-04-01 | 26.0360870303 |
| 1998-05-01 | 26.2041133540 |
| 1998-06-01 | 26.2578152119 |
| 1998-07-01 | 26.5732818070 |
| 1998-08-01 | 26.5147376622 |
| 1998-09-01 | 26.3981887132 |
| 1998-10-01 | 26.6518788061 |
| 1998-11-01 | 26.6292489983 |
| 1998-12-01 | 26.6912891038 |
| 1999-01-01 | 26.6380714209 |
| 1999-02-01 | 26.6233739785 |
| 1999-03-01 | 26.6782089914 |
| 1999-04-01 | 26.8006025042 |
| 1999-05-01 | 26.8058898330 |
| 1999-06-01 | 26.9874762094 |
| 1999-07-01 | 27.0021622149 |
| 1999-08-01 | 26.9365142532 |
| 1999-09-01 | 27.1482471713 |
| 1999-10-01 | 27.1516403660 |
| 1999-11-01 | 27.1368016293 |
| 1999-12-01 | 27.1960083117 |
| 2000-01-01 | 27.2466664023 |
| 2000-02-01 | 27.2996293777 |
| 2000-03-01 | 27.8706166058 |
| 2000-04-01 | 27.6775295559 |
| 2000-05-01 | 27.7263631066 |
| 2000-06-01 | 27.7141318694 |
| 2000-07-01 | 27.7331870039 |
| 2000-08-01 | 27.6579128809 |
| 2000-09-01 | 27.7966744233 |
| 2000-10-01 | 27.6431742049 |
| 2000-11-01 | 27.6271624562 |
| 2000-12-01 | 27.6018650468 |
| 2001-01-01 | 27.9595817771 |
| 2001-02-01 | 28.0752213346 |
| 2001-03-01 | 28.0567004049 |
| 2001-04-01 | 28.2708368601 |
| 2001-05-01 | 27.8580051610 |
| 2001-06-01 | 27.9469635223 |
| 2001-07-01 | 28.0540470451 |
| 2001-08-01 | 28.3792853970 |
| 2001-09-01 | 28.5665017923 |
| 2001-10-01 | 28.4140217013 |
| 2001-11-01 | 28.5946476982 |
| 2001-12-01 | 28.6833037666 |
| 2002-01-01 | 28.8800613040 |
| 2002-02-01 | 28.9501274522 |
| 2002-03-01 | 29.1574992094 |
| 2002-04-01 | 29.2897699557 |
| 2002-05-01 | 29.4014847534 |
| 2002-06-01 | 29.3753758048 |
| 2002-07-01 | 29.4718022252 |
| 2002-08-01 | 29.4960638118 |
| 2002-09-01 | 29.1537133974 |
| 2002-10-01 | 29.8566996717 |
| 2002-11-01 | 30.0341215766 |
| 2002-12-01 | 30.0466919224 |
| 2003-01-01 | 30.5381366824 |
| 2003-02-01 | 30.2406160342 |
| 2003-03-01 | 30.1584811432 |
| 2003-04-01 | 30.1163982966 |
| 2003-05-01 | 30.2291818308 |
| 2003-06-01 | 30.3994314644 |
| 2003-07-01 | 30.3835628651 |
| 2003-08-01 | 30.4436282352 |
| 2003-09-01 | 30.2578087938 |
| 2003-10-01 | 30.2834212310 |
| 2003-11-01 | 30.2623324914 |
| 2003-12-01 | 30.2004360822 |
| 2004-01-01 | 30.8060018875 |
| 2004-02-01 | 30.4332259443 |
| 2004-03-01 | 30.5534145682 |
| 2004-04-01 | 30.7388666801 |
| 2004-05-01 | 30.8406713393 |
| 2004-06-01 | 31.1101182948 |
| 2004-07-01 | 31.7017358054 |
| 2004-08-01 | 31.5242137289 |
| 2004-09-01 | 31.2574874574 |
| 2004-10-01 | 31.6104408455 |
| 2004-11-01 | 31.5834690429 |
| 2004-12-01 | 31.7369736443 |
| 2005-01-01 | 31.6938528992 |
| 2005-02-01 | 31.6397508684 |
| 2005-03-01 | 31.5387757053 |
| 2005-04-01 | 31.6338709822 |
| 2005-05-01 | 31.5180833633 |
| 2005-06-01 | 31.8198874481 |
| 2005-07-01 | 32.0262953974 |
| 2005-08-01 | 32.0339965951 |
| 2005-09-01 | 32.1620780042 |
| 2005-10-01 | 31.5716498765 |
| 2005-11-01 | 31.5364980516 |
| 2005-12-01 | 31.5945309482 |
| 2006-01-01 | 31.3464180665 |
| 2006-02-01 | 31.5173055493 |
| 2006-03-01 | 31.6075084727 |
| 2006-04-01 | 31.5119456855 |
| 2006-05-01 | 31.5861257554 |
| 2006-06-01 | 30.6413807899 |
| 2006-07-01 | 30.6547882692 |
| 2006-08-01 | 30.5227706919 |
| 2006-09-01 | 30.7703350192 |
| 2006-10-01 | 31.1576450107 |
| 2006-11-01 | 31.0129379993 |
| 2006-12-01 | 30.9738137229 |
| 2007-01-01 | 30.9819306334 |
| 2007-02-01 | 31.0869742018 |
| 2007-03-01 | 31.2646553922 |
| 2007-04-01 | 31.5703320163 |
| 2007-05-01 | 31.6371589303 |
| 2007-06-01 | 31.2848431977 |
| 2007-07-01 | 31.1048362318 |
| 2007-08-01 | 31.1199251295 |
| 2007-09-01 | 31.2757495532 |
| 2007-10-01 | 31.0537526328 |
| 2007-11-01 | 31.2854694519 |
| 2007-12-01 | 31.3516989792 |
| 2008-01-01 | 32.0281429391 |
| 2008-02-01 | 31.2439244292 |
| 2008-03-01 | 31.2202342023 |
| 2008-04-01 | 31.2286642412 |
| 2008-05-01 | 31.5962707328 |
| 2008-06-01 | 31.3383778278 |
| 2008-07-01 | 31.3587282305 |
| 2008-08-01 | 31.2883490907 |
| 2008-09-01 | 31.2820729384 |
| 2008-10-01 | 31.4502314247 |
| 2008-11-01 | 31.4699148517 |
| 2008-12-01 | 31.5351943987 |
| 2009-01-01 | 32.6518848568 |
| 2009-02-01 | 31.8990557267 |
| 2009-03-01 | 31.8796850107 |
| 2009-04-01 | 31.9830841216 |
| 2009-05-01 | 32.0684621890 |
| 2009-06-01 | 32.4093659119 |
| 2009-07-01 | 32.4252519236 |
| 2009-08-01 | 32.4393329760 |
| 2009-09-01 | 31.7898063083 |
| 2009-10-01 | 31.8432568234 |
| 2009-11-01 | 31.7605702361 |
| 2009-12-01 | 31.7300877799 |
| 2010-01-01 | 32.4436796675 |
| 2010-02-01 | 31.6540740149 |
| 2010-03-01 | 31.6407743308 |
| 2010-04-01 | 31.7423802697 |
| 2010-05-01 | 31.7547872786 |
| 2010-06-01 | 31.5730381311 |
| 2010-07-01 | 31.6734225707 |
| 2010-08-01 | 31.8517310687 |
| 2010-09-01 | 31.8987150347 |
| 2010-10-01 | 31.8329466064 |
| 2010-11-01 | 31.9451652074 |
| 2010-12-01 | 32.0296101433 |
| 2011-01-01 | 31.9246888677 |
| 2011-02-01 | 32.0190089863 |
| 2011-03-01 | 32.1042488816 |
| 2011-04-01 | 32.0043883887 |
| 2011-05-01 | 32.0405068478 |
| 2011-06-01 | 31.7344358171 |
| 2011-07-01 | 32.0395600399 |
| 2011-08-01 | 31.8669978951 |
| 2011-09-01 | 31.9052500726 |
| 2011-10-01 | 31.9232931971 |
| 2011-11-01 | 31.8240414125 |
| 2011-12-01 | 31.8436638506 |
| 2012-01-01 | 31.6079813255 |
| 2012-02-01 | 31.6056950676 |
| 2012-03-01 | 31.6699640319 |
| 2012-04-01 | 31.3778455501 |
| 2012-05-01 | 31.2254852904 |
| 2012-06-01 | 30.9643646183 |
| 2012-07-01 | 31.1796705279 |
| 2012-08-01 | 31.2844691871 |
| 2012-09-01 | 31.4144701624 |
| 2012-10-01 | 31.2226300488 |
| 2012-11-01 | 31.2143676912 |
| 2012-12-01 | 31.1594505180 |
| 2013-01-01 | 31.3809152452 |
| 2013-02-01 | 31.2988103665 |
| 2013-03-01 | 31.3538053934 |
| 2013-04-01 | 31.3598753380 |
| 2013-05-01 | 31.3169516700 |
| 2013-06-01 | 31.0868999473 |
| 2013-07-01 | 31.0104075629 |
| 2013-08-01 | 30.9934544056 |
| 2013-09-01 | 30.9225908411 |
| 2013-10-01 | 30.9214495871 |
| 2013-11-01 | 31.0148478196 |
| 2013-12-01 | 30.8844661982 |
| 2014-01-01 | 30.9298465865 |
| 2014-02-01 | 30.9935281489 |
| 2014-03-01 | 30.9420264109 |
| 2014-04-01 | 30.9607036718 |
| 2014-05-01 | 31.0135923373 |
| 2014-06-01 | 31.1961555282 |
| 2014-07-01 | 31.2378500490 |
| 2014-08-01 | 31.3067747853 |
| 2014-09-01 | 31.4280436039 |
| 2014-10-01 | 31.5053389868 |
| 2014-11-01 | 31.6200457598 |
| 2014-12-01 | 31.7071802072 |
| 2015-01-01 | 31.5689892544 |
| 2015-02-01 | 31.6851496895 |
| 2015-03-01 | 31.6330509041 |
| 2015-04-01 | 32.0656313535 |
| 2015-05-01 | 32.2090594575 |
| 2015-06-01 | 32.2146397515 |
| 2015-07-01 | 32.2751964329 |
| 2015-08-01 | 32.2082153650 |
| 2015-09-01 | 32.3325068586 |
| 2015-10-01 | 32.3943733322 |
| 2015-11-01 | 32.3366634732 |
| 2015-12-01 | 32.4346014388 |
| 2016-01-01 | 32.2864742553 |
| 2016-02-01 | 32.3721867175 |
| 2016-03-01 | 32.3273845482 |
| 2016-04-01 | 32.3928155777 |
| 2016-05-01 | 32.3091161304 |
| 2016-06-01 | 32.2235373664 |
| 2016-07-01 | 32.4964542300 |
| 2016-08-01 | 32.4940475748 |
| 2016-09-01 | 32.5436825809 |
| 2016-10-01 | 32.4962678065 |
| 2016-11-01 | 32.5614397864 |
| 2016-12-01 | 32.5576957035 |
| 2017-01-01 | 32.5719709918 |
| 2017-02-01 | 32.6462377846 |
| 2017-03-01 | 32.7480730398 |
| 2017-04-01 | 32.5344133842 |
| 2017-05-01 | 32.5383743681 |
| 2017-06-01 | 32.6464697278 |
| 2017-07-01 | 32.4016146333 |
| 2017-08-01 | 32.3355550825 |
| 2017-09-01 | 32.6578484930 |
| 2017-10-01 | 32.7106425194 |
| 2017-11-01 | 32.5720025671 |
| 2017-12-01 | 32.5810352282 |
| 2018-01-01 | 32.8616175245 |
| 2018-02-01 | 32.7285482077 |
| 2018-03-01 | 32.9730198264 |
| 2018-04-01 | 32.9711132934 |
| 2018-05-01 | 33.0806922763 |
| 2018-06-01 | 32.9665205228 |
| 2018-07-01 | 32.9138257555 |
| 2018-08-01 | 32.8730625492 |
| 2018-09-01 | 32.7673425864 |
| 2018-10-01 | 32.8375967849 |
| 2018-11-01 | 32.7627093876 |
| 2018-12-01 | 32.7942520127 |
| 2019-01-01 | 33.0675265116 |
| 2019-02-01 | 33.0282214933 |
| 2019-03-01 | 32.9162895224 |
| 2019-04-01 | 32.9032421402 |
| 2019-05-01 | 33.0406061312 |
| 2019-06-01 | 32.8699615128 |
| 2019-07-01 | 32.8854352733 |
| 2019-08-01 | 32.7761396490 |
| 2019-09-01 | 32.9782886267 |
| 2019-10-01 | 32.9723223373 |
| 2019-11-01 | 33.0521286291 |
| 2019-12-01 | 33.1019864194 |
| 2020-01-01 | 33.1202201116 |
| 2020-02-01 | 33.0429474931 |
| 2020-03-01 | 32.7611941304 |
| 2020-04-01 | 27.7403016307 |
| 2020-05-01 | 28.4925418262 |
| 2020-06-01 | 29.7060649517 |
| 2020-07-01 | 30.1869427587 |
| 2020-08-01 | 30.4763668827 |
| 2020-09-01 | 30.4822103022 |
| 2020-10-01 | 30.6237865049 |
| 2020-11-01 | 30.7938216403 |
| 2020-12-01 | 30.1306683758 |
| 2021-01-01 | 30.7022060171 |
| 2021-02-01 | 30.6761145443 |
| 2021-03-01 | 30.9218526308 |
| 2021-04-01 | 30.8555271896 |
| 2021-05-01 | 30.6340232865 |
| 2021-06-01 | 30.5823542625 |
| 2021-07-01 | 30.5107862745 |
| 2021-08-01 | 30.4943191211 |
| 2021-09-01 | 29.9870102285 |
| 2021-10-01 | 30.3460217672 |
| 2021-11-01 | 30.5311041917 |
| 2021-12-01 | 29.8550500390 |
| 2022-01-01 | 29.9120829798 |
| 2022-02-01 | 30.0007663414 |
| 2022-03-01 | 30.1555961855 |
| 2022-04-01 | 30.3832840673 |
| 2022-05-01 | 30.4570854224 |
| 2022-06-01 | 30.3212084778 |
| 2022-07-01 | 30.7229280412 |
| 2022-08-01 | 30.9379264412 |
| 2022-09-01 | 31.1881311715 |
| 2022-10-01 | 31.0602277046 |
| 2022-11-01 | 30.9756401235 |
| 2022-12-01 | 31.0785115897 |
| 2023-01-01 | 31.5289211253 |
| 2023-02-01 | 31.7208818012 |
| 2023-03-01 | 31.7769951629 |
| 2023-04-01 | 30.5126638438 |
| 2023-05-01 | 30.6568573158 |
| 2023-06-01 | 30.8630243580 |
| 2023-07-01 | 30.8400004915 |
| 2023-08-01 | 30.7888405170 |
| 2023-09-01 | 30.9989728714 |
| 2023-10-01 | 31.1777892064 |
| 2023-11-01 | 31.1300057024 |
| 2023-12-01 | 31.3210530600 |
| 2024-01-01 | 31.3458947087 |
| 2024-02-01 | 31.1325131923 |
| 2024-03-01 | 31.3686738214 |
| 2024-04-01 | 31.6498578990 |
| 2024-05-01 | 31.7431350239 |
| 2024-06-01 | 31.8097019067 |
| 2024-07-01 | 31.9832579279 |
| 2024-08-01 | 32.0759874545 |
| 2024-09-01 | 32.0078427449 |
| 2024-10-01 | 32.0894265906 |
| 2024-11-01 | 31.9632549507 |
| 2024-12-01 | 31.9455436480 |
| 2025-01-01 | 32.0579719873 |
| 2025-02-01 | 32.0366459030 |
| 2025-03-01 | 31.9624158448 |
| 2025-04-01 | 31.8803683218 |
| 2025-05-01 | 31.9315861717 |
| 2025-06-01 | 31.9700084358 |
| 2025-07-01 | 32.0447308831 |
| 2025-08-01 | 31.9571151041 |
| 2025-09-01 | 31.9163899793 |
| 2025-10-01 | 31.8025954862 |
| 2025-11-01 | 31.9847780633 |
| 2025-12-01 | 31.9697325864 |
| 2026-01-01 | 31.9663505263 |
| 2026-02-01 | 32.0433180388 |
| 2026-03-01 | 32.2423392076 |
| 2026-04-01 | 32.0997358319 |
| 2026-05-01 | 32.1270460967 |
| 2026-06-01 | 32.1489831786 |
| 2026-07-01 | 32.0257915591 |
| 2026-08-01 | 32.0503518273 |