Table Data - All Employees: Private Service Providing in Youngstown-Warren, OH (MSA)
| Title | All Employees: Private Service Providing in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | SMU39496600800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-09-01 |
| Last Updated | 2026-10-20 10:41 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 | 115.8518494540 |
| 1990-02-01 | 115.6656548755 |
| 1990-03-01 | 116.4676743384 |
| 1990-04-01 | 116.7211663057 |
| 1990-05-01 | 117.1383607300 |
| 1990-06-01 | 116.9425453404 |
| 1990-07-01 | 117.3038264538 |
| 1990-08-01 | 117.1862052059 |
| 1990-09-01 | 117.2734363566 |
| 1990-10-01 | 117.3497164230 |
| 1990-11-01 | 117.6714337973 |
| 1990-12-01 | 117.2496959438 |
| 1991-01-01 | 116.4693516439 |
| 1991-02-01 | 116.2243440997 |
| 1991-03-01 | 115.9595441853 |
| 1991-04-01 | 115.7014025600 |
| 1991-05-01 | 115.5291284735 |
| 1991-06-01 | 116.0098494076 |
| 1991-07-01 | 115.5618708513 |
| 1991-08-01 | 115.9146489845 |
| 1991-09-01 | 115.9638179818 |
| 1991-10-01 | 115.2487913520 |
| 1991-11-01 | 115.4912342051 |
| 1991-12-01 | 114.7767834399 |
| 1992-01-01 | 116.1167365491 |
| 1992-02-01 | 116.3720392811 |
| 1992-03-01 | 117.0310341164 |
| 1992-04-01 | 115.7603397258 |
| 1992-05-01 | 115.6001759128 |
| 1992-06-01 | 115.4062827844 |
| 1992-07-01 | 116.0754227359 |
| 1992-08-01 | 115.3560067825 |
| 1992-09-01 | 114.7220416820 |
| 1992-10-01 | 115.1552369256 |
| 1992-11-01 | 114.3278949296 |
| 1992-12-01 | 114.1214852616 |
| 1993-01-01 | 114.5447988217 |
| 1993-02-01 | 114.1311253144 |
| 1993-03-01 | 113.8905311626 |
| 1993-04-01 | 114.9155802377 |
| 1993-05-01 | 114.7010116459 |
| 1993-06-01 | 114.2408067079 |
| 1993-07-01 | 114.5980809325 |
| 1993-08-01 | 113.8143024878 |
| 1993-09-01 | 114.1922310533 |
| 1993-10-01 | 116.6236180381 |
| 1993-11-01 | 116.3283680948 |
| 1993-12-01 | 116.9075548559 |
| 1994-01-01 | 116.9363403095 |
| 1994-02-01 | 117.5009004431 |
| 1994-03-01 | 117.1243631677 |
| 1994-04-01 | 116.4932770329 |
| 1994-05-01 | 116.1884650720 |
| 1994-06-01 | 116.7447925985 |
| 1994-07-01 | 116.7062933103 |
| 1994-08-01 | 116.9626456864 |
| 1994-09-01 | 117.3690546344 |
| 1994-10-01 | 117.5956970334 |
| 1994-11-01 | 117.6884135462 |
| 1994-12-01 | 118.1972265465 |
| 1995-01-01 | 118.9859089474 |
| 1995-02-01 | 119.1175535249 |
| 1995-03-01 | 120.3071064908 |
| 1995-04-01 | 120.4102639034 |
| 1995-05-01 | 120.6595431512 |
| 1995-06-01 | 121.8492555461 |
| 1995-07-01 | 120.8258596787 |
| 1995-08-01 | 121.0666635649 |
| 1995-09-01 | 121.4670900767 |
| 1995-10-01 | 120.8086700383 |
| 1995-11-01 | 121.0095734362 |
| 1995-12-01 | 120.9759383206 |
| 1996-01-01 | 120.0705034681 |
| 1996-02-01 | 120.3465214186 |
| 1996-03-01 | 120.0468994782 |
| 1996-04-01 | 119.6913803156 |
| 1996-05-01 | 120.1827261802 |
| 1996-06-01 | 120.2148263055 |
| 1996-07-01 | 118.9522286601 |
| 1996-08-01 | 119.4661742647 |
| 1996-09-01 | 119.7475078586 |
| 1996-10-01 | 120.0765448913 |
| 1996-11-01 | 120.8536588985 |
| 1996-12-01 | 120.9625748629 |
| 1997-01-01 | 121.9437676111 |
| 1997-02-01 | 122.4711426582 |
| 1997-03-01 | 122.9790165230 |
| 1997-04-01 | 124.3085439789 |
| 1997-05-01 | 124.8152706047 |
| 1997-06-01 | 124.6900143121 |
| 1997-07-01 | 125.2030233285 |
| 1997-08-01 | 124.8990017707 |
| 1997-09-01 | 124.8471211471 |
| 1997-10-01 | 125.6490572318 |
| 1997-11-01 | 123.9097609174 |
| 1997-12-01 | 124.5797982891 |
| 1998-01-01 | 125.3554166198 |
| 1998-02-01 | 125.5257760652 |
| 1998-03-01 | 125.0020396708 |
| 1998-04-01 | 124.6465016362 |
| 1998-05-01 | 125.4151592405 |
| 1998-06-01 | 125.5556646054 |
| 1998-07-01 | 125.4703285654 |
| 1998-08-01 | 125.3340184109 |
| 1998-09-01 | 125.3607643623 |
| 1998-10-01 | 125.9896941060 |
| 1998-11-01 | 125.6151945916 |
| 1998-12-01 | 125.5678517610 |
| 1999-01-01 | 125.1540846326 |
| 1999-02-01 | 125.4058240679 |
| 1999-03-01 | 125.8851806579 |
| 1999-04-01 | 127.3897373371 |
| 1999-05-01 | 126.4264659576 |
| 1999-06-01 | 126.8613549366 |
| 1999-07-01 | 127.6846117689 |
| 1999-08-01 | 128.1391675131 |
| 1999-09-01 | 127.8852631185 |
| 1999-10-01 | 127.4349616497 |
| 1999-11-01 | 127.5433998509 |
| 1999-12-01 | 128.0702372935 |
| 2000-01-01 | 127.3558645531 |
| 2000-02-01 | 126.7799987095 |
| 2000-03-01 | 127.1838338026 |
| 2000-04-01 | 127.1502914894 |
| 2000-05-01 | 126.7613110317 |
| 2000-06-01 | 126.6510106731 |
| 2000-07-01 | 127.1830012998 |
| 2000-08-01 | 127.4214963348 |
| 2000-09-01 | 128.2416437951 |
| 2000-10-01 | 126.9000155625 |
| 2000-11-01 | 127.1106868283 |
| 2000-12-01 | 126.9270964460 |
| 2001-01-01 | 125.6581884804 |
| 2001-02-01 | 124.9896176624 |
| 2001-03-01 | 124.7843823954 |
| 2001-04-01 | 125.1990805174 |
| 2001-05-01 | 124.5962171175 |
| 2001-06-01 | 124.8368257378 |
| 2001-07-01 | 122.9186606167 |
| 2001-08-01 | 123.1231785238 |
| 2001-09-01 | 123.1283271667 |
| 2001-10-01 | 122.8081666425 |
| 2001-11-01 | 122.9599920835 |
| 2001-12-01 | 123.0446172298 |
| 2002-01-01 | 125.1210894529 |
| 2002-02-01 | 124.7732589397 |
| 2002-03-01 | 124.7142417949 |
| 2002-04-01 | 123.8977840321 |
| 2002-05-01 | 124.1694093129 |
| 2002-06-01 | 124.0450404376 |
| 2002-07-01 | 124.7031042574 |
| 2002-08-01 | 124.3290329134 |
| 2002-09-01 | 123.3458924816 |
| 2002-10-01 | 124.2925327566 |
| 2002-11-01 | 124.2118196025 |
| 2002-12-01 | 124.0461359180 |
| 2003-01-01 | 124.1253150441 |
| 2003-02-01 | 124.0085873700 |
| 2003-03-01 | 123.3166896692 |
| 2003-04-01 | 123.3326069330 |
| 2003-05-01 | 123.7006969181 |
| 2003-06-01 | 123.7752564755 |
| 2003-07-01 | 123.5842305921 |
| 2003-08-01 | 124.1033855391 |
| 2003-09-01 | 123.7548457883 |
| 2003-10-01 | 124.4353728084 |
| 2003-11-01 | 124.2031224180 |
| 2003-12-01 | 123.5981190962 |
| 2004-01-01 | 125.4712745306 |
| 2004-02-01 | 124.7610876865 |
| 2004-03-01 | 124.8116553323 |
| 2004-04-01 | 124.5187511625 |
| 2004-05-01 | 124.4619758425 |
| 2004-06-01 | 124.8557365271 |
| 2004-07-01 | 125.6879996513 |
| 2004-08-01 | 125.6509446676 |
| 2004-09-01 | 126.0508698365 |
| 2004-10-01 | 126.4370640636 |
| 2004-11-01 | 126.1625596936 |
| 2004-12-01 | 126.5900679649 |
| 2005-01-01 | 126.7240595010 |
| 2005-02-01 | 126.9837533646 |
| 2005-03-01 | 127.5550660570 |
| 2005-04-01 | 128.1231837752 |
| 2005-05-01 | 127.7926322799 |
| 2005-06-01 | 128.4865321146 |
| 2005-07-01 | 128.1772849426 |
| 2005-08-01 | 128.0420603726 |
| 2005-09-01 | 128.9832146202 |
| 2005-10-01 | 127.9632048315 |
| 2005-11-01 | 128.2795292605 |
| 2005-12-01 | 128.1128091707 |
| 2006-01-01 | 128.2039529654 |
| 2006-02-01 | 128.0143093279 |
| 2006-03-01 | 128.0142130311 |
| 2006-04-01 | 127.8064335751 |
| 2006-05-01 | 127.8064116751 |
| 2006-06-01 | 127.0700934296 |
| 2006-07-01 | 127.0787447605 |
| 2006-08-01 | 127.2595632399 |
| 2006-09-01 | 127.6884015137 |
| 2006-10-01 | 128.1298689454 |
| 2006-11-01 | 128.3900149335 |
| 2006-12-01 | 128.5514185838 |
| 2007-01-01 | 128.3574234220 |
| 2007-02-01 | 128.4307620443 |
| 2007-03-01 | 128.6901909050 |
| 2007-04-01 | 128.5307537800 |
| 2007-05-01 | 128.6408807555 |
| 2007-06-01 | 128.5482976104 |
| 2007-07-01 | 128.0562944875 |
| 2007-08-01 | 127.4011455163 |
| 2007-09-01 | 126.9652957123 |
| 2007-10-01 | 126.5419347149 |
| 2007-11-01 | 126.4942565670 |
| 2007-12-01 | 126.3833947619 |
| 2008-01-01 | 126.9536900586 |
| 2008-02-01 | 126.3623373790 |
| 2008-03-01 | 125.8015587165 |
| 2008-04-01 | 125.5582936864 |
| 2008-05-01 | 125.8949345099 |
| 2008-06-01 | 125.6518385190 |
| 2008-07-01 | 125.2174633312 |
| 2008-08-01 | 125.0578085229 |
| 2008-09-01 | 124.6441360132 |
| 2008-10-01 | 123.9227926963 |
| 2008-11-01 | 123.4110149118 |
| 2008-12-01 | 122.8651627950 |
| 2009-01-01 | 122.6266679104 |
| 2009-02-01 | 121.6396218803 |
| 2009-03-01 | 121.0572511835 |
| 2009-04-01 | 120.2863202487 |
| 2009-05-01 | 120.2649048633 |
| 2009-06-01 | 120.5056191904 |
| 2009-07-01 | 120.4860513379 |
| 2009-08-01 | 120.3009454910 |
| 2009-09-01 | 120.0905798599 |
| 2009-10-01 | 120.0464286112 |
| 2009-11-01 | 119.9490438558 |
| 2009-12-01 | 119.8824125597 |
| 2010-01-01 | 120.0821425496 |
| 2010-02-01 | 119.3980167040 |
| 2010-03-01 | 119.4436023252 |
| 2010-04-01 | 119.5749875268 |
| 2010-05-01 | 118.9710259586 |
| 2010-06-01 | 119.2576755085 |
| 2010-07-01 | 120.0619081752 |
| 2010-08-01 | 119.4498079909 |
| 2010-09-01 | 119.6395068392 |
| 2010-10-01 | 119.9815878195 |
| 2010-11-01 | 119.9626574628 |
| 2010-12-01 | 120.2106352333 |
| 2011-01-01 | 119.4993943204 |
| 2011-02-01 | 120.0407573342 |
| 2011-03-01 | 120.0706855939 |
| 2011-04-01 | 120.3422912439 |
| 2011-05-01 | 120.5835050820 |
| 2011-06-01 | 120.2018026263 |
| 2011-07-01 | 120.4524235886 |
| 2011-08-01 | 120.7284631187 |
| 2011-09-01 | 120.6344993498 |
| 2011-10-01 | 120.5021161199 |
| 2011-11-01 | 120.5551059339 |
| 2011-12-01 | 120.4230642177 |
| 2012-01-01 | 120.4239549374 |
| 2012-02-01 | 121.0867979106 |
| 2012-03-01 | 121.2722239394 |
| 2012-04-01 | 121.2099757050 |
| 2012-05-01 | 121.5822306100 |
| 2012-06-01 | 121.5325931228 |
| 2012-07-01 | 121.2423755678 |
| 2012-08-01 | 121.1352607125 |
| 2012-09-01 | 121.5620267908 |
| 2012-10-01 | 121.6611641336 |
| 2012-11-01 | 121.6429946211 |
| 2012-12-01 | 121.5212387479 |
| 2013-01-01 | 122.2998907665 |
| 2013-02-01 | 122.9206523983 |
| 2013-03-01 | 122.6729134132 |
| 2013-04-01 | 122.3817692491 |
| 2013-05-01 | 122.3109004979 |
| 2013-06-01 | 122.2169532846 |
| 2013-07-01 | 121.5188588921 |
| 2013-08-01 | 122.2685141341 |
| 2013-09-01 | 122.2400481753 |
| 2013-10-01 | 121.8384267633 |
| 2013-11-01 | 121.8539940064 |
| 2013-12-01 | 121.8266310410 |
| 2014-01-01 | 120.6676324806 |
| 2014-02-01 | 120.7504739627 |
| 2014-03-01 | 120.7647515662 |
| 2014-04-01 | 121.1564751153 |
| 2014-05-01 | 121.2766497485 |
| 2014-06-01 | 122.0982809928 |
| 2014-07-01 | 122.8753128719 |
| 2014-08-01 | 122.8274346200 |
| 2014-09-01 | 122.4161880357 |
| 2014-10-01 | 122.8415720921 |
| 2014-11-01 | 122.9006874849 |
| 2014-12-01 | 122.7376880817 |
| 2015-01-01 | 122.7435955753 |
| 2015-02-01 | 122.4982457709 |
| 2015-03-01 | 122.4583972840 |
| 2015-04-01 | 122.4376163084 |
| 2015-05-01 | 122.6630109725 |
| 2015-06-01 | 121.9451700247 |
| 2015-07-01 | 121.8865344151 |
| 2015-08-01 | 121.9057161279 |
| 2015-09-01 | 122.6452248034 |
| 2015-10-01 | 123.6304772348 |
| 2015-11-01 | 122.9951592584 |
| 2015-12-01 | 123.3822032384 |
| 2016-01-01 | 123.4341685045 |
| 2016-02-01 | 123.4224006171 |
| 2016-03-01 | 123.3581151418 |
| 2016-04-01 | 123.7685461152 |
| 2016-05-01 | 122.9159560113 |
| 2016-06-01 | 122.2239090960 |
| 2016-07-01 | 122.8813761210 |
| 2016-08-01 | 122.8828628549 |
| 2016-09-01 | 122.3166819756 |
| 2016-10-01 | 122.2300638965 |
| 2016-11-01 | 122.1472913503 |
| 2016-12-01 | 121.6213804573 |
| 2017-01-01 | 121.0811276968 |
| 2017-02-01 | 121.1171934893 |
| 2017-03-01 | 121.1155670475 |
| 2017-04-01 | 120.8564752363 |
| 2017-05-01 | 120.6151865341 |
| 2017-06-01 | 120.6895282388 |
| 2017-07-01 | 120.5213710235 |
| 2017-08-01 | 120.4148270028 |
| 2017-09-01 | 120.7777359545 |
| 2017-10-01 | 120.4669902806 |
| 2017-11-01 | 120.4842944675 |
| 2017-12-01 | 120.6245773671 |
| 2018-01-01 | 121.0548173419 |
| 2018-02-01 | 121.1172976691 |
| 2018-03-01 | 121.5141586636 |
| 2018-04-01 | 121.2505104718 |
| 2018-05-01 | 122.1297739770 |
| 2018-06-01 | 121.9692980740 |
| 2018-07-01 | 120.5549550587 |
| 2018-08-01 | 120.0912786821 |
| 2018-09-01 | 119.8810965934 |
| 2018-10-01 | 120.2022001032 |
| 2018-11-01 | 120.0972893812 |
| 2018-12-01 | 120.2068554717 |
| 2019-01-01 | 120.6019816319 |
| 2019-02-01 | 120.5462032720 |
| 2019-03-01 | 120.5912179751 |
| 2019-04-01 | 120.2074970010 |
| 2019-05-01 | 120.4372498568 |
| 2019-06-01 | 120.2214141060 |
| 2019-07-01 | 120.3816054854 |
| 2019-08-01 | 120.2384898054 |
| 2019-09-01 | 120.1169486901 |
| 2019-10-01 | 119.0986211047 |
| 2019-11-01 | 119.1833494871 |
| 2019-12-01 | 119.7238833080 |
| 2020-01-01 | 120.0018317555 |
| 2020-02-01 | 119.9859748409 |
| 2020-03-01 | 118.1754397252 |
| 2020-04-01 | 93.4210523646 |
| 2020-05-01 | 99.4927332685 |
| 2020-06-01 | 106.8575390642 |
| 2020-07-01 | 108.8672520827 |
| 2020-08-01 | 109.3748161726 |
| 2020-09-01 | 109.9293174359 |
| 2020-10-01 | 110.7435575585 |
| 2020-11-01 | 110.9160226394 |
| 2020-12-01 | 110.1834139562 |
| 2021-01-01 | 110.8430793161 |
| 2021-02-01 | 111.0380088133 |
| 2021-03-01 | 111.7404642697 |
| 2021-04-01 | 112.4059104430 |
| 2021-05-01 | 112.3247481085 |
| 2021-06-01 | 112.5309040566 |
| 2021-07-01 | 112.7662618085 |
| 2021-08-01 | 113.2017578195 |
| 2021-09-01 | 112.3009072511 |
| 2021-10-01 | 113.3983418830 |
| 2021-11-01 | 114.1713870747 |
| 2021-12-01 | 114.3804229785 |
| 2022-01-01 | 114.2448334408 |
| 2022-02-01 | 114.8995000139 |
| 2022-03-01 | 114.9152562092 |
| 2022-04-01 | 115.6715989767 |
| 2022-05-01 | 115.6954222498 |
| 2022-06-01 | 115.5418378198 |
| 2022-07-01 | 115.6778330781 |
| 2022-08-01 | 115.5184993785 |
| 2022-09-01 | 116.0960171741 |
| 2022-10-01 | 116.3477878811 |
| 2022-11-01 | 116.4099679306 |
| 2022-12-01 | 116.5601712483 |
| 2023-01-01 | 117.0588757894 |
| 2023-02-01 | 117.0756624767 |
| 2023-03-01 | 117.6139451683 |
| 2023-04-01 | 115.5368728520 |
| 2023-05-01 | 115.8028453522 |
| 2023-06-01 | 116.4086613669 |
| 2023-07-01 | 116.1565497339 |
| 2023-08-01 | 116.4729787480 |
| 2023-09-01 | 116.7425241601 |
| 2023-10-01 | 116.7311192364 |
| 2023-11-01 | 116.5840938572 |
| 2023-12-01 | 116.8575991394 |
| 2024-01-01 | 116.7418751299 |
| 2024-02-01 | 116.5431566850 |
| 2024-03-01 | 116.8764897829 |
| 2024-04-01 | 116.6275952220 |
| 2024-05-01 | 116.7155170555 |
| 2024-06-01 | 116.7790399495 |
| 2024-07-01 | 116.5098315161 |
| 2024-08-01 | 116.5256050175 |
| 2024-09-01 | 115.9573816727 |
| 2024-10-01 | 116.0476859326 |
| 2024-11-01 | 115.8660279310 |
| 2024-12-01 | 115.8083634012 |
| 2025-01-01 | 115.4146294792 |
| 2025-02-01 | 115.5409939286 |
| 2025-03-01 | 115.1570529993 |
| 2025-04-01 | 114.8344707292 |
| 2025-05-01 | 114.9647103845 |
| 2025-06-01 | 114.7738987613 |
| 2025-07-01 | 114.7279854556 |
| 2025-08-01 | 114.6887346122 |
| 2025-09-01 | 114.3597298706 |
| 2025-10-01 | 113.3219036206 |
| 2025-11-01 | 113.5744737643 |
| 2025-12-01 | 113.7698679648 |
| 2026-01-01 | 114.1071174900 |
| 2026-02-01 | 113.9481203840 |
| 2026-03-01 | 114.2783366870 |
| 2026-04-01 | 114.1298799139 |
| 2026-05-01 | 113.9387921314 |
| 2026-06-01 | 114.4129899799 |
| 2026-07-01 | 113.6632365419 |
| 2026-08-01 | 113.3612542455 |
| 2026-09-01 | 113.1180158395 |