Table Data - All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA)
| Title | All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA) |
|---|---|
| Series ID | YOUN639PBSV |
| 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 12:20 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 | 12.1847930438 |
| 1990-02-01 | 12.2227463299 |
| 1990-03-01 | 12.3868950812 |
| 1990-04-01 | 12.4884472058 |
| 1990-05-01 | 13.0555216296 |
| 1990-06-01 | 12.8876321624 |
| 1990-07-01 | 12.9567059265 |
| 1990-08-01 | 12.9253856131 |
| 1990-09-01 | 12.9913769007 |
| 1990-10-01 | 12.9360538214 |
| 1990-11-01 | 13.0673931635 |
| 1990-12-01 | 13.0287129879 |
| 1991-01-01 | 12.2801770812 |
| 1991-02-01 | 12.4235688834 |
| 1991-03-01 | 12.2682140025 |
| 1991-04-01 | 12.4032195603 |
| 1991-05-01 | 12.2720739044 |
| 1991-06-01 | 12.4038591319 |
| 1991-07-01 | 12.2854000018 |
| 1991-08-01 | 12.4520253211 |
| 1991-09-01 | 12.5957725682 |
| 1991-10-01 | 12.1525441132 |
| 1991-11-01 | 12.0461440403 |
| 1991-12-01 | 11.9069973293 |
| 1992-01-01 | 12.2699065417 |
| 1992-02-01 | 12.1935142429 |
| 1992-03-01 | 12.3430520369 |
| 1992-04-01 | 12.3344445746 |
| 1992-05-01 | 12.3898956414 |
| 1992-06-01 | 12.2188508537 |
| 1992-07-01 | 12.6953423235 |
| 1992-08-01 | 12.3714729654 |
| 1992-09-01 | 12.1879105808 |
| 1992-10-01 | 12.4539267155 |
| 1992-11-01 | 12.3122734763 |
| 1992-12-01 | 12.3006748541 |
| 1993-01-01 | 12.0582313469 |
| 1993-02-01 | 12.0754182413 |
| 1993-03-01 | 11.9949331370 |
| 1993-04-01 | 12.2894770433 |
| 1993-05-01 | 12.3134242527 |
| 1993-06-01 | 12.2228355094 |
| 1993-07-01 | 13.1017984815 |
| 1993-08-01 | 12.9709717989 |
| 1993-09-01 | 13.1371446362 |
| 1993-10-01 | 13.4494158206 |
| 1993-11-01 | 13.4597849857 |
| 1993-12-01 | 13.6131488608 |
| 1994-01-01 | 13.8735715871 |
| 1994-02-01 | 14.0401375243 |
| 1994-03-01 | 13.8131245121 |
| 1994-04-01 | 13.5364044039 |
| 1994-05-01 | 13.5082522721 |
| 1994-06-01 | 13.2852477968 |
| 1994-07-01 | 13.6985321636 |
| 1994-08-01 | 13.9737652473 |
| 1994-09-01 | 14.0731157432 |
| 1994-10-01 | 14.2583690208 |
| 1994-11-01 | 14.4938968392 |
| 1994-12-01 | 14.6106955615 |
| 1995-01-01 | 15.2786971402 |
| 1995-02-01 | 15.2015733703 |
| 1995-03-01 | 15.3413732413 |
| 1995-04-01 | 15.2943639934 |
| 1995-05-01 | 15.3865091369 |
| 1995-06-01 | 15.5983996871 |
| 1995-07-01 | 15.6569128706 |
| 1995-08-01 | 15.6361580854 |
| 1995-09-01 | 15.6786454942 |
| 1995-10-01 | 15.3850666121 |
| 1995-11-01 | 15.5439601556 |
| 1995-12-01 | 15.7044774441 |
| 1996-01-01 | 15.1126162277 |
| 1996-02-01 | 15.2258103205 |
| 1996-03-01 | 15.2683748359 |
| 1996-04-01 | 15.2082984922 |
| 1996-05-01 | 15.2543901461 |
| 1996-06-01 | 15.4720163718 |
| 1996-07-01 | 15.4717595014 |
| 1996-08-01 | 15.5423917333 |
| 1996-09-01 | 15.6424444883 |
| 1996-10-01 | 15.6332641843 |
| 1996-11-01 | 15.7288022716 |
| 1996-12-01 | 15.6565777213 |
| 1997-01-01 | 16.0731073447 |
| 1997-02-01 | 16.5204858398 |
| 1997-03-01 | 16.7439708180 |
| 1997-04-01 | 18.0835701684 |
| 1997-05-01 | 18.6788792030 |
| 1997-06-01 | 18.4813183398 |
| 1997-07-01 | 18.6330455391 |
| 1997-08-01 | 18.5586274012 |
| 1997-09-01 | 18.8590917194 |
| 1997-10-01 | 19.6311463018 |
| 1997-11-01 | 18.4183774257 |
| 1997-12-01 | 19.1362565552 |
| 1998-01-01 | 17.9476234641 |
| 1998-02-01 | 17.8000026196 |
| 1998-03-01 | 17.8112605855 |
| 1998-04-01 | 18.2063953929 |
| 1998-05-01 | 18.5307929544 |
| 1998-06-01 | 18.7874752961 |
| 1998-07-01 | 19.0665389698 |
| 1998-08-01 | 19.3742525993 |
| 1998-09-01 | 19.5171538219 |
| 1998-10-01 | 19.0598430485 |
| 1998-11-01 | 19.1457395512 |
| 1998-12-01 | 19.5684516213 |
| 1999-01-01 | 19.2101278295 |
| 1999-02-01 | 19.2559759660 |
| 1999-03-01 | 19.2514988704 |
| 1999-04-01 | 19.6409217378 |
| 1999-05-01 | 19.5252932322 |
| 1999-06-01 | 19.4015616368 |
| 1999-07-01 | 19.4097191708 |
| 1999-08-01 | 19.4827340298 |
| 1999-09-01 | 19.9122729450 |
| 1999-10-01 | 18.4856674184 |
| 1999-11-01 | 18.6961293519 |
| 1999-12-01 | 19.0267083439 |
| 2000-01-01 | 17.7251428977 |
| 2000-02-01 | 17.7253083409 |
| 2000-03-01 | 17.8710251849 |
| 2000-04-01 | 17.9264495936 |
| 2000-05-01 | 17.9795321025 |
| 2000-06-01 | 18.0669889304 |
| 2000-07-01 | 18.1704043430 |
| 2000-08-01 | 18.5410729029 |
| 2000-09-01 | 18.3443363040 |
| 2000-10-01 | 18.6958731448 |
| 2000-11-01 | 18.7200176454 |
| 2000-12-01 | 18.6085310911 |
| 2001-01-01 | 16.9884502048 |
| 2001-02-01 | 17.0100435360 |
| 2001-03-01 | 17.0753825448 |
| 2001-04-01 | 17.4668252809 |
| 2001-05-01 | 17.3547966837 |
| 2001-06-01 | 17.4030302588 |
| 2001-07-01 | 17.8895107346 |
| 2001-08-01 | 17.2770903043 |
| 2001-09-01 | 17.0349578750 |
| 2001-10-01 | 17.1988834303 |
| 2001-11-01 | 17.2404333197 |
| 2001-12-01 | 17.5376094333 |
| 2002-01-01 | 17.6397367732 |
| 2002-02-01 | 17.6517160709 |
| 2002-03-01 | 17.8061418914 |
| 2002-04-01 | 17.5147930889 |
| 2002-05-01 | 17.3979026153 |
| 2002-06-01 | 17.1094586238 |
| 2002-07-01 | 17.3917410645 |
| 2002-08-01 | 17.4123204761 |
| 2002-09-01 | 17.3822940392 |
| 2002-10-01 | 17.3932121859 |
| 2002-11-01 | 17.3433873876 |
| 2002-12-01 | 17.2618912764 |
| 2003-01-01 | 15.9437219103 |
| 2003-02-01 | 16.0506033703 |
| 2003-03-01 | 15.7054154169 |
| 2003-04-01 | 15.5867503502 |
| 2003-05-01 | 15.6385647458 |
| 2003-06-01 | 15.5326122961 |
| 2003-07-01 | 15.5015519854 |
| 2003-08-01 | 15.5580370381 |
| 2003-09-01 | 15.5084192157 |
| 2003-10-01 | 15.7101933599 |
| 2003-11-01 | 15.7532675706 |
| 2003-12-01 | 15.4634585434 |
| 2004-01-01 | 15.7302749625 |
| 2004-02-01 | 15.8260823837 |
| 2004-03-01 | 15.8831563694 |
| 2004-04-01 | 15.7175354375 |
| 2004-05-01 | 15.8301903246 |
| 2004-06-01 | 15.8084489378 |
| 2004-07-01 | 16.3811094166 |
| 2004-08-01 | 16.4630912825 |
| 2004-09-01 | 16.6063640733 |
| 2004-10-01 | 16.9138609905 |
| 2004-11-01 | 16.6540361586 |
| 2004-12-01 | 16.7665755076 |
| 2005-01-01 | 16.6520360938 |
| 2005-02-01 | 17.0455245381 |
| 2005-03-01 | 17.5087835717 |
| 2005-04-01 | 17.7438213314 |
| 2005-05-01 | 17.8121063041 |
| 2005-06-01 | 17.9545458319 |
| 2005-07-01 | 17.9514988861 |
| 2005-08-01 | 17.9276307081 |
| 2005-09-01 | 18.0937903397 |
| 2005-10-01 | 18.2176247315 |
| 2005-11-01 | 18.3405229421 |
| 2005-12-01 | 18.4605008676 |
| 2006-01-01 | 18.5132451418 |
| 2006-02-01 | 18.4883849001 |
| 2006-03-01 | 18.4714367757 |
| 2006-04-01 | 18.2317801300 |
| 2006-05-01 | 18.2865057303 |
| 2006-06-01 | 18.2625960444 |
| 2006-07-01 | 18.0455391566 |
| 2006-08-01 | 18.0063605017 |
| 2006-09-01 | 18.0958834158 |
| 2006-10-01 | 18.0292378491 |
| 2006-11-01 | 18.1287715238 |
| 2006-12-01 | 18.3394069780 |
| 2007-01-01 | 18.2013430670 |
| 2007-02-01 | 18.2730090938 |
| 2007-03-01 | 18.2295050356 |
| 2007-04-01 | 18.5121308357 |
| 2007-05-01 | 18.5824201388 |
| 2007-06-01 | 18.7940261898 |
| 2007-07-01 | 18.7310476042 |
| 2007-08-01 | 18.3658567373 |
| 2007-09-01 | 18.1955989997 |
| 2007-10-01 | 18.0370440651 |
| 2007-11-01 | 17.8071239431 |
| 2007-12-01 | 17.7125878256 |
| 2008-01-01 | 17.7912621142 |
| 2008-02-01 | 17.8609378636 |
| 2008-03-01 | 17.6862623352 |
| 2008-04-01 | 17.7818446893 |
| 2008-05-01 | 17.7771075702 |
| 2008-06-01 | 17.7613811338 |
| 2008-07-01 | 17.8404163416 |
| 2008-08-01 | 17.9450598762 |
| 2008-09-01 | 18.1038442091 |
| 2008-10-01 | 17.7330544930 |
| 2008-11-01 | 17.7835505199 |
| 2008-12-01 | 17.5167529856 |
| 2009-01-01 | 17.2645542830 |
| 2009-02-01 | 17.1322495556 |
| 2009-03-01 | 16.9275153694 |
| 2009-04-01 | 16.7636438863 |
| 2009-05-01 | 16.7795024939 |
| 2009-06-01 | 16.8108981884 |
| 2009-07-01 | 16.9456107648 |
| 2009-08-01 | 17.1403577859 |
| 2009-09-01 | 17.3060365329 |
| 2009-10-01 | 17.6176048715 |
| 2009-11-01 | 17.7668105683 |
| 2009-12-01 | 17.9391632123 |
| 2010-01-01 | 18.0827724248 |
| 2010-02-01 | 18.1623842642 |
| 2010-03-01 | 18.2998133042 |
| 2010-04-01 | 18.4464136062 |
| 2010-05-01 | 18.2526189578 |
| 2010-06-01 | 18.3057953269 |
| 2010-07-01 | 18.6306943515 |
| 2010-08-01 | 18.4937473882 |
| 2010-09-01 | 18.4986117244 |
| 2010-10-01 | 18.4722145176 |
| 2010-11-01 | 18.6471693160 |
| 2010-12-01 | 18.8627546691 |
| 2011-01-01 | 18.9076483011 |
| 2011-02-01 | 18.9959026813 |
| 2011-03-01 | 19.2634204134 |
| 2011-04-01 | 19.4482860833 |
| 2011-05-01 | 19.6373028808 |
| 2011-06-01 | 19.5822593115 |
| 2011-07-01 | 19.5247863907 |
| 2011-08-01 | 19.4370446018 |
| 2011-09-01 | 19.6018271475 |
| 2011-10-01 | 19.5253045904 |
| 2011-11-01 | 19.7222603669 |
| 2011-12-01 | 19.7696934230 |
| 2012-01-01 | 20.1659288698 |
| 2012-02-01 | 20.2502757569 |
| 2012-03-01 | 20.1965682277 |
| 2012-04-01 | 20.4701912491 |
| 2012-05-01 | 20.7239182338 |
| 2012-06-01 | 20.8661180704 |
| 2012-07-01 | 20.7229319203 |
| 2012-08-01 | 20.5796656159 |
| 2012-09-01 | 20.8073176251 |
| 2012-10-01 | 20.8709932386 |
| 2012-11-01 | 20.6909189255 |
| 2012-12-01 | 20.6565144464 |
| 2013-01-01 | 20.9055539749 |
| 2013-02-01 | 21.0897614750 |
| 2013-03-01 | 21.1187371795 |
| 2013-04-01 | 21.0011721723 |
| 2013-05-01 | 21.0429033068 |
| 2013-06-01 | 20.8881119649 |
| 2013-07-01 | 20.9122525120 |
| 2013-08-01 | 21.3366330218 |
| 2013-09-01 | 21.7226874944 |
| 2013-10-01 | 21.2370979220 |
| 2013-11-01 | 20.9596830761 |
| 2013-12-01 | 20.9317000002 |
| 2014-01-01 | 20.0038371831 |
| 2014-02-01 | 19.8595009980 |
| 2014-03-01 | 20.0368994539 |
| 2014-04-01 | 20.3341219296 |
| 2014-05-01 | 20.3660479794 |
| 2014-06-01 | 20.8440105206 |
| 2014-07-01 | 21.4080077540 |
| 2014-08-01 | 21.0449360417 |
| 2014-09-01 | 20.4336179090 |
| 2014-10-01 | 20.4321941537 |
| 2014-11-01 | 20.4424607001 |
| 2014-12-01 | 20.1912106156 |
| 2015-01-01 | 20.0255212535 |
| 2015-02-01 | 19.8562412091 |
| 2015-03-01 | 19.7829088293 |
| 2015-04-01 | 19.3475251155 |
| 2015-05-01 | 19.1981069747 |
| 2015-06-01 | 18.9048760537 |
| 2015-07-01 | 18.8195126109 |
| 2015-08-01 | 18.6256030190 |
| 2015-09-01 | 18.9443788340 |
| 2015-10-01 | 19.4581473577 |
| 2015-11-01 | 19.2481711008 |
| 2015-12-01 | 19.4674416666 |
| 2016-01-01 | 19.5401512772 |
| 2016-02-01 | 19.4363023388 |
| 2016-03-01 | 19.5145689279 |
| 2016-04-01 | 19.4547151943 |
| 2016-05-01 | 19.2032792036 |
| 2016-06-01 | 19.0241954257 |
| 2016-07-01 | 19.1870936187 |
| 2016-08-01 | 18.9568743748 |
| 2016-09-01 | 18.7156655273 |
| 2016-10-01 | 18.6045026543 |
| 2016-11-01 | 18.3735584604 |
| 2016-12-01 | 18.1708420109 |
| 2017-01-01 | 18.0015268810 |
| 2017-02-01 | 17.8657816974 |
| 2017-03-01 | 17.8606130666 |
| 2017-04-01 | 18.0629196824 |
| 2017-05-01 | 17.8142336644 |
| 2017-06-01 | 17.6220295779 |
| 2017-07-01 | 17.4763495065 |
| 2017-08-01 | 17.5327027760 |
| 2017-09-01 | 17.5807471162 |
| 2017-10-01 | 17.5360829475 |
| 2017-11-01 | 17.5939484701 |
| 2017-12-01 | 17.7058909588 |
| 2018-01-01 | 17.8187818898 |
| 2018-02-01 | 17.9395502903 |
| 2018-03-01 | 17.8603381123 |
| 2018-04-01 | 17.7675759598 |
| 2018-05-01 | 17.6986324372 |
| 2018-06-01 | 17.8983530202 |
| 2018-07-01 | 17.4671549519 |
| 2018-08-01 | 17.3618336363 |
| 2018-09-01 | 17.3414974280 |
| 2018-10-01 | 17.4396771842 |
| 2018-11-01 | 17.4053119086 |
| 2018-12-01 | 17.4602056168 |
| 2019-01-01 | 17.2012897081 |
| 2019-02-01 | 17.1851885834 |
| 2019-03-01 | 17.3737104017 |
| 2019-04-01 | 17.3729194606 |
| 2019-05-01 | 17.2934236721 |
| 2019-06-01 | 17.4713887353 |
| 2019-07-01 | 17.5667776220 |
| 2019-08-01 | 17.4781831369 |
| 2019-09-01 | 17.3206989510 |
| 2019-10-01 | 16.8287289967 |
| 2019-11-01 | 16.7160163558 |
| 2019-12-01 | 16.7067923146 |
| 2020-01-01 | 17.0973828608 |
| 2020-02-01 | 16.8643615815 |
| 2020-03-01 | 16.6603407375 |
| 2020-04-01 | 14.6548796506 |
| 2020-05-01 | 14.9036024448 |
| 2020-06-01 | 15.1824876547 |
| 2020-07-01 | 15.3247723479 |
| 2020-08-01 | 15.3287913313 |
| 2020-09-01 | 15.6219804606 |
| 2020-10-01 | 15.7336810926 |
| 2020-11-01 | 15.9457290756 |
| 2020-12-01 | 16.1507808303 |
| 2021-01-01 | 15.5087331096 |
| 2021-02-01 | 15.3221161764 |
| 2021-03-01 | 15.4199381346 |
| 2021-04-01 | 15.6489768359 |
| 2021-05-01 | 15.5006730345 |
| 2021-06-01 | 14.9791257926 |
| 2021-07-01 | 15.0411537998 |
| 2021-08-01 | 15.1423885059 |
| 2021-09-01 | 15.0287003390 |
| 2021-10-01 | 15.3291559615 |
| 2021-11-01 | 15.3675791603 |
| 2021-12-01 | 15.2720185616 |
| 2022-01-01 | 15.5918110961 |
| 2022-02-01 | 15.6446157848 |
| 2022-03-01 | 15.6021201150 |
| 2022-04-01 | 15.5186986534 |
| 2022-05-01 | 15.4831250628 |
| 2022-06-01 | 15.4691338294 |
| 2022-07-01 | 15.4448262627 |
| 2022-08-01 | 15.4394118599 |
| 2022-09-01 | 15.5416065575 |
| 2022-10-01 | 15.5356113347 |
| 2022-11-01 | 15.3913990576 |
| 2022-12-01 | 15.5995814719 |
| 2023-01-01 | 15.5650377775 |
| 2023-02-01 | 15.5587119778 |
| 2023-03-01 | 15.6755502066 |
| 2023-04-01 | 15.5959556623 |
| 2023-05-01 | 15.4654571604 |
| 2023-06-01 | 15.5580379620 |
| 2023-07-01 | 15.4424222877 |
| 2023-08-01 | 15.4456721674 |
| 2023-09-01 | 15.4661717730 |
| 2023-10-01 | 15.2511427197 |
| 2023-11-01 | 15.2132203128 |
| 2023-12-01 | 15.1878161075 |
| 2024-01-01 | 15.2580051244 |
| 2024-02-01 | 15.0777786760 |
| 2024-03-01 | 15.1486009647 |
| 2024-04-01 | 15.0711431843 |
| 2024-05-01 | 15.2535931470 |
| 2024-06-01 | 15.0481152667 |
| 2024-07-01 | 15.1306184643 |
| 2024-08-01 | 15.1466543551 |
| 2024-09-01 | 14.9865055330 |
| 2024-10-01 | 14.9823448798 |
| 2024-11-01 | 14.9344018715 |
| 2024-12-01 | 14.7746353572 |
| 2025-01-01 | 14.6399629809 |
| 2025-02-01 | 14.6900867497 |
| 2025-03-01 | 14.5344371745 |
| 2025-04-01 | 14.6636745971 |
| 2025-05-01 | 14.5485306770 |
| 2025-06-01 | 14.4397573656 |
| 2025-07-01 | 14.4226375632 |
| 2025-08-01 | 14.2608599471 |
| 2025-09-01 | 14.2043700389 |
| 2025-10-01 | 14.2061682132 |
| 2025-11-01 | 14.2388842869 |
| 2025-12-01 | 14.2575755333 |
| 2026-01-01 | 14.2445583138 |
| 2026-02-01 | 14.1915007299 |
| 2026-03-01 | 14.2401008199 |
| 2026-04-01 | 14.1530729047 |
| 2026-05-01 | 14.1359647457 |
| 2026-06-01 | 14.1344986914 |
| 2026-07-01 | 14.0190081870 |
| 2026-08-01 | 13.9671012486 |