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 2026-05-01 |
| Last Updated | 2026-06-24 9:39 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 | 12.1850589720824 |
| 1990-02-01 | 12.2229656241647 |
| 1990-03-01 | 12.3870733308999 |
| 1990-04-01 | 12.4885895654934 |
| 1990-05-01 | 13.0556374200215 |
| 1990-06-01 | 12.8877187175512 |
| 1990-07-01 | 12.9565881032380 |
| 1990-08-01 | 12.9252966533735 |
| 1990-09-01 | 12.9913524025563 |
| 1990-10-01 | 12.9359206126493 |
| 1990-11-01 | 13.0672315232438 |
| 1990-12-01 | 13.0282446037540 |
| 1991-01-01 | 12.2804149043953 |
| 1991-02-01 | 12.4237798135034 |
| 1991-03-01 | 12.2683793024736 |
| 1991-04-01 | 12.4033574790609 |
| 1991-05-01 | 12.2721857612014 |
| 1991-06-01 | 12.4039567950513 |
| 1991-07-01 | 12.2852831194836 |
| 1991-08-01 | 12.4519376882639 |
| 1991-09-01 | 12.5957445192692 |
| 1991-10-01 | 12.1524293886020 |
| 1991-11-01 | 12.0460089744883 |
| 1991-12-01 | 11.9066163631752 |
| 1992-01-01 | 12.2701254231607 |
| 1992-02-01 | 12.1936901972344 |
| 1992-03-01 | 12.3431925007470 |
| 1992-04-01 | 12.3345685298750 |
| 1992-05-01 | 12.3900050656170 |
| 1992-06-01 | 12.2189566350162 |
| 1992-07-01 | 12.6952116700706 |
| 1992-08-01 | 12.3713809574644 |
| 1992-09-01 | 12.1878803138779 |
| 1992-10-01 | 12.4538308208367 |
| 1992-11-01 | 12.3121764688536 |
| 1992-12-01 | 12.3003539692921 |
| 1993-01-01 | 12.0584142606144 |
| 1993-02-01 | 12.0755540782669 |
| 1993-03-01 | 11.9950392683779 |
| 1993-04-01 | 12.2895800855672 |
| 1993-05-01 | 12.3135185886438 |
| 1993-06-01 | 12.2229358744538 |
| 1993-07-01 | 13.1016706868527 |
| 1993-08-01 | 12.9708815561427 |
| 1993-09-01 | 13.1371096800064 |
| 1993-10-01 | 13.4493330883313 |
| 1993-11-01 | 13.4597146987776 |
| 1993-12-01 | 13.6128690125582 |
| 1994-01-01 | 13.8737580216267 |
| 1994-02-01 | 14.0402526873753 |
| 1994-03-01 | 13.8132241378480 |
| 1994-04-01 | 13.5364704254143 |
| 1994-05-01 | 13.5083761266073 |
| 1994-06-01 | 13.2853384991568 |
| 1994-07-01 | 13.6984034140946 |
| 1994-08-01 | 13.9736685219363 |
| 1994-09-01 | 14.0730629268385 |
| 1994-10-01 | 14.2583428160492 |
| 1994-11-01 | 14.4937835653867 |
| 1994-12-01 | 14.6104751124749 |
| 1995-01-01 | 15.2788973080838 |
| 1995-02-01 | 15.2016845499876 |
| 1995-03-01 | 15.3414768105366 |
| 1995-04-01 | 15.2943943283514 |
| 1995-05-01 | 15.3866651921996 |
| 1995-06-01 | 15.5984594147731 |
| 1995-07-01 | 15.6567980240417 |
| 1995-08-01 | 15.6360589306294 |
| 1995-09-01 | 15.6785513637410 |
| 1995-10-01 | 15.3851111992740 |
| 1995-11-01 | 15.5437643875468 |
| 1995-12-01 | 15.7042436373988 |
| 1996-01-01 | 15.1128612423531 |
| 1996-02-01 | 15.2259374183325 |
| 1996-03-01 | 15.2684994529047 |
| 1996-04-01 | 15.2083049841260 |
| 1996-05-01 | 15.2545715680136 |
| 1996-06-01 | 15.4720242946077 |
| 1996-07-01 | 15.4716693419810 |
| 1996-08-01 | 15.5422796028494 |
| 1996-09-01 | 15.6422846864710 |
| 1996-10-01 | 15.6334029936258 |
| 1996-11-01 | 15.7285285701175 |
| 1996-12-01 | 15.6562966522167 |
| 1997-01-01 | 16.0734278104664 |
| 1997-02-01 | 16.5206772889137 |
| 1997-03-01 | 16.7441463819900 |
| 1997-04-01 | 18.0836008158737 |
| 1997-05-01 | 18.6790950084284 |
| 1997-06-01 | 18.4812821649832 |
| 1997-07-01 | 18.6329506399793 |
| 1997-08-01 | 18.5584732524878 |
| 1997-09-01 | 18.8588305513911 |
| 1997-10-01 | 19.6313633607414 |
| 1997-11-01 | 18.4180335355088 |
| 1997-12-01 | 19.1358160880242 |
| 1998-01-01 | 17.9480402783903 |
| 1998-02-01 | 17.8002750116321 |
| 1998-03-01 | 17.8114968728443 |
| 1998-04-01 | 18.2064536126177 |
| 1998-05-01 | 18.5310195804051 |
| 1998-06-01 | 18.7874259906062 |
| 1998-07-01 | 19.0664230881682 |
| 1998-08-01 | 19.3740537942261 |
| 1998-09-01 | 19.5168181145208 |
| 1998-10-01 | 19.0600547822699 |
| 1998-11-01 | 19.1453430530848 |
| 1998-12-01 | 19.5680129936170 |
| 1999-01-01 | 19.2106072304667 |
| 1999-02-01 | 19.2563222460236 |
| 1999-03-01 | 19.2517681694976 |
| 1999-04-01 | 19.6410347960541 |
| 1999-05-01 | 19.5254853108917 |
| 1999-06-01 | 19.4015150687750 |
| 1999-07-01 | 19.4096020031487 |
| 1999-08-01 | 19.4825281021063 |
| 1999-09-01 | 19.9119184874328 |
| 1999-10-01 | 18.4857956459459 |
| 1999-11-01 | 18.6957934503064 |
| 1999-12-01 | 19.0262761088083 |
| 2000-01-01 | 17.7255989466744 |
| 2000-02-01 | 17.7256224606032 |
| 2000-03-01 | 17.8712715104859 |
| 2000-04-01 | 17.9265851055430 |
| 2000-05-01 | 17.9796629840951 |
| 2000-06-01 | 18.0669554259196 |
| 2000-07-01 | 18.1703074053792 |
| 2000-08-01 | 18.5408883352585 |
| 2000-09-01 | 18.3440326793603 |
| 2000-10-01 | 18.6959165526832 |
| 2000-11-01 | 18.7197616841950 |
| 2000-12-01 | 18.6081415570867 |
| 2001-01-01 | 16.9888561761978 |
| 2001-02-01 | 17.0103053065183 |
| 2001-03-01 | 17.0755877206837 |
| 2001-04-01 | 17.4669709811986 |
| 2001-05-01 | 17.3548683625921 |
| 2001-06-01 | 17.4030067781550 |
| 2001-07-01 | 17.8894421243187 |
| 2001-08-01 | 17.2769607369734 |
| 2001-09-01 | 17.0347523588685 |
| 2001-10-01 | 17.1988322183267 |
| 2001-11-01 | 17.2402900708812 |
| 2001-12-01 | 17.5372631496507 |
| 2002-01-01 | 17.6400932085920 |
| 2002-02-01 | 17.6519255412366 |
| 2002-03-01 | 17.8063246725033 |
| 2002-04-01 | 17.5149117913811 |
| 2002-05-01 | 17.3979614745233 |
| 2002-06-01 | 17.1094364365300 |
| 2002-07-01 | 17.3916943923499 |
| 2002-08-01 | 17.4122323356733 |
| 2002-09-01 | 17.3821648221695 |
| 2002-10-01 | 17.3931313056317 |
| 2002-11-01 | 17.3432748648919 |
| 2002-12-01 | 17.2616435316413 |
| 2003-01-01 | 15.9439569619487 |
| 2003-02-01 | 16.0507255863375 |
| 2003-03-01 | 15.7055317867816 |
| 2003-04-01 | 15.5868302204443 |
| 2003-05-01 | 15.6386056678822 |
| 2003-06-01 | 15.5325943587674 |
| 2003-07-01 | 15.5015293275223 |
| 2003-08-01 | 15.5579965995298 |
| 2003-09-01 | 15.5083652643857 |
| 2003-10-01 | 15.7101221098258 |
| 2003-11-01 | 15.7531979402602 |
| 2003-12-01 | 15.4632954660824 |
| 2004-01-01 | 15.7304274072150 |
| 2004-02-01 | 15.8261415126058 |
| 2004-03-01 | 15.8832407108908 |
| 2004-04-01 | 15.7175938569472 |
| 2004-05-01 | 15.8302218076032 |
| 2004-06-01 | 15.8084381680399 |
| 2004-07-01 | 16.3810962116582 |
| 2004-08-01 | 16.4630675275031 |
| 2004-09-01 | 16.6063322866692 |
| 2004-10-01 | 16.9138162192195 |
| 2004-11-01 | 16.6540029974751 |
| 2004-12-01 | 16.7664512778649 |
| 2005-01-01 | 16.6521265059144 |
| 2005-02-01 | 17.0455517561150 |
| 2005-03-01 | 17.5088429891352 |
| 2005-04-01 | 17.7438621374214 |
| 2005-05-01 | 17.8121299571317 |
| 2005-06-01 | 17.9545401143060 |
| 2005-07-01 | 17.9514919957877 |
| 2005-08-01 | 17.9276193853790 |
| 2005-09-01 | 18.0937748984733 |
| 2005-10-01 | 18.2175953049982 |
| 2005-11-01 | 18.3405049162095 |
| 2005-12-01 | 18.4604150904949 |
| 2006-01-01 | 18.5133037654099 |
| 2006-02-01 | 18.4883978331468 |
| 2006-03-01 | 18.4714764551658 |
| 2006-04-01 | 18.2318001602834 |
| 2006-05-01 | 18.2865172497639 |
| 2006-06-01 | 18.2625932963155 |
| 2006-07-01 | 18.0455328945424 |
| 2006-08-01 | 18.0063542442438 |
| 2006-09-01 | 18.0958757336248 |
| 2006-10-01 | 18.0292233743000 |
| 2006-11-01 | 18.1287679140524 |
| 2006-12-01 | 18.3393740830909 |
| 2007-01-01 | 18.2013601263782 |
| 2007-02-01 | 18.2730161460412 |
| 2007-03-01 | 18.2295247754106 |
| 2007-04-01 | 18.5121385253839 |
| 2007-05-01 | 18.5824254411638 |
| 2007-06-01 | 18.7940247435104 |
| 2007-07-01 | 18.7310432654343 |
| 2007-08-01 | 18.3658539659544 |
| 2007-09-01 | 18.1955949682299 |
| 2007-10-01 | 18.0370358378223 |
| 2007-11-01 | 17.8071202855296 |
| 2007-12-01 | 17.7125848579790 |
| 2008-01-01 | 17.7912670176833 |
| 2008-02-01 | 17.8609379102282 |
| 2008-03-01 | 17.6862744821647 |
| 2008-04-01 | 17.7818460850862 |
| 2008-05-01 | 17.7771082907862 |
| 2008-06-01 | 17.7613798370530 |
| 2008-07-01 | 17.8404122712732 |
| 2008-08-01 | 17.9450584960246 |
| 2008-09-01 | 18.1038425746284 |
| 2008-10-01 | 17.7330533834134 |
| 2008-11-01 | 17.7835499790972 |
| 2008-12-01 | 17.5167526631983 |
| 2009-01-01 | 17.2645542729773 |
| 2009-02-01 | 17.1322497353615 |
| 2009-03-01 | 16.9275225400173 |
| 2009-04-01 | 16.7636438784324 |
| 2009-05-01 | 16.7795023060351 |
| 2009-06-01 | 16.8108971498450 |
| 2009-07-01 | 16.9456077037122 |
| 2009-08-01 | 17.1403571424993 |
| 2009-09-01 | 17.3060359084265 |
| 2009-10-01 | 17.6176047033330 |
| 2009-11-01 | 17.7668107705629 |
| 2009-12-01 | 17.9391633766475 |
| 2010-01-01 | 18.0827726521441 |
| 2010-02-01 | 18.1623844864771 |
| 2010-03-01 | 18.2998172265449 |
| 2010-04-01 | 18.4464135704676 |
| 2010-05-01 | 18.2526188763699 |
| 2010-06-01 | 18.3057947854113 |
| 2010-07-01 | 18.6306920315117 |
| 2010-08-01 | 18.4937469163727 |
| 2010-09-01 | 18.4986111497785 |
| 2010-10-01 | 18.4722144417469 |
| 2010-11-01 | 18.6471694912233 |
| 2010-12-01 | 18.8627543873803 |
| 2011-01-01 | 18.9076490996721 |
| 2011-02-01 | 18.9959038175751 |
| 2011-03-01 | 19.2634211979082 |
| 2011-04-01 | 19.4482865262711 |
| 2011-05-01 | 19.6373033859664 |
| 2011-06-01 | 19.5822597972286 |
| 2011-07-01 | 19.5247847755587 |
| 2011-08-01 | 19.4370431989971 |
| 2011-09-01 | 19.6018264252337 |
| 2011-10-01 | 19.5253044919078 |
| 2011-11-01 | 19.7222602543540 |
| 2011-12-01 | 19.7696922942912 |
| 2012-01-01 | 20.1659299334638 |
| 2012-02-01 | 20.2502775128206 |
| 2012-03-01 | 20.1965693198249 |
| 2012-04-01 | 20.4701919280689 |
| 2012-05-01 | 20.7239191944959 |
| 2012-06-01 | 20.8661190790282 |
| 2012-07-01 | 20.7229303383566 |
| 2012-08-01 | 20.5796637380361 |
| 2012-09-01 | 20.8073162551914 |
| 2012-10-01 | 20.8709920743419 |
| 2012-11-01 | 20.6909180890438 |
| 2012-12-01 | 20.6565123641711 |
| 2013-01-01 | 20.9055557780417 |
| 2013-02-01 | 21.0897647853604 |
| 2013-03-01 | 21.1187396277022 |
| 2013-04-01 | 21.0011737601264 |
| 2013-05-01 | 21.0429047267101 |
| 2013-06-01 | 20.8881129388256 |
| 2013-07-01 | 20.9122501643949 |
| 2013-08-01 | 21.3366298548329 |
| 2013-09-01 | 21.7226851622682 |
| 2013-10-01 | 21.2370953748485 |
| 2013-11-01 | 20.9596812343107 |
| 2013-12-01 | 20.9316975157990 |
| 2014-01-01 | 20.0038389432375 |
| 2014-02-01 | 19.8595041826036 |
| 2014-03-01 | 20.0369012983056 |
| 2014-04-01 | 20.3341420898199 |
| 2014-05-01 | 20.3660463656722 |
| 2014-06-01 | 20.8440070655166 |
| 2014-07-01 | 21.4079992813238 |
| 2014-08-01 | 21.0449265157910 |
| 2014-09-01 | 20.4336092456580 |
| 2014-10-01 | 20.4321872720621 |
| 2014-11-01 | 20.4424582385647 |
| 2014-12-01 | 20.1912118344870 |
| 2015-01-01 | 20.0255300543214 |
| 2015-02-01 | 19.8562531939954 |
| 2015-03-01 | 19.7829207733220 |
| 2015-04-01 | 19.3475736286674 |
| 2015-05-01 | 19.1981137025689 |
| 2015-06-01 | 18.9048372355697 |
| 2015-07-01 | 18.8194986459980 |
| 2015-08-01 | 18.6255764854102 |
| 2015-09-01 | 18.9443465195426 |
| 2015-10-01 | 19.4581202999805 |
| 2015-11-01 | 19.2481624155380 |
| 2015-12-01 | 19.4674561974718 |
| 2016-01-01 | 19.5401896331402 |
| 2016-02-01 | 19.4363535366526 |
| 2016-03-01 | 19.5146207946512 |
| 2016-04-01 | 19.4548145074270 |
| 2016-05-01 | 19.2033023936905 |
| 2016-06-01 | 19.0241173442436 |
| 2016-07-01 | 19.1870513762552 |
| 2016-08-01 | 18.9567898001740 |
| 2016-09-01 | 18.7155630397422 |
| 2016-10-01 | 18.6044032554332 |
| 2016-11-01 | 18.3734858576244 |
| 2016-12-01 | 18.1708131827025 |
| 2017-01-01 | 18.0019119413918 |
| 2017-02-01 | 17.8658359983207 |
| 2017-03-01 | 17.8606792194917 |
| 2017-04-01 | 18.0630653031408 |
| 2017-05-01 | 17.8142853394617 |
| 2017-06-01 | 17.6219196814127 |
| 2017-07-01 | 17.4762750641251 |
| 2017-08-01 | 17.5325411255722 |
| 2017-09-01 | 17.5805337240935 |
| 2017-10-01 | 17.5358393170083 |
| 2017-11-01 | 17.5937483392772 |
| 2017-12-01 | 17.7057138370845 |
| 2018-01-01 | 17.8196470391769 |
| 2018-02-01 | 17.9399963461455 |
| 2018-03-01 | 17.8601379749340 |
| 2018-04-01 | 17.7680346867224 |
| 2018-05-01 | 17.6987537355783 |
| 2018-06-01 | 17.8980007023977 |
| 2018-07-01 | 17.4669654800876 |
| 2018-08-01 | 17.3615649437663 |
| 2018-09-01 | 17.3411674183662 |
| 2018-10-01 | 17.4392897946933 |
| 2018-11-01 | 17.4050017240944 |
| 2018-12-01 | 17.4598996583153 |
| 2019-01-01 | 17.2026079431960 |
| 2019-02-01 | 17.1860056322453 |
| 2019-03-01 | 17.3732685134356 |
| 2019-04-01 | 17.3736636420780 |
| 2019-05-01 | 17.2936033129735 |
| 2019-06-01 | 17.4707935963435 |
| 2019-07-01 | 17.5664623037197 |
| 2019-08-01 | 17.4778135782327 |
| 2019-09-01 | 17.3202783067940 |
| 2019-10-01 | 16.8282666398580 |
| 2019-11-01 | 16.7156789969943 |
| 2019-12-01 | 16.7064407524203 |
| 2020-01-01 | 17.0988755815271 |
| 2020-02-01 | 16.8655713782526 |
| 2020-03-01 | 16.6596858411023 |
| 2020-04-01 | 14.6557240929047 |
| 2020-05-01 | 14.9037909002689 |
| 2020-06-01 | 15.1817932489322 |
| 2020-07-01 | 15.3244257588046 |
| 2020-08-01 | 15.3284454703913 |
| 2020-09-01 | 15.6215889157025 |
| 2020-10-01 | 15.7332190641798 |
| 2020-11-01 | 15.9453426114485 |
| 2020-12-01 | 16.1503244092972 |
| 2021-01-01 | 15.5100401552878 |
| 2021-02-01 | 15.3231693995556 |
| 2021-03-01 | 15.4194008743732 |
| 2021-04-01 | 15.6500364078878 |
| 2021-05-01 | 15.5013571704857 |
| 2021-06-01 | 14.9786013554684 |
| 2021-07-01 | 15.0408317134622 |
| 2021-08-01 | 15.1419359295900 |
| 2021-09-01 | 15.0280904970822 |
| 2021-10-01 | 15.3284170937604 |
| 2021-11-01 | 15.3669245490565 |
| 2021-12-01 | 15.2713571584548 |
| 2022-01-01 | 15.5924438405978 |
| 2022-02-01 | 15.6460401293701 |
| 2022-03-01 | 15.6019740571299 |
| 2022-04-01 | 15.5197357517871 |
| 2022-05-01 | 15.4852450831933 |
| 2022-06-01 | 15.4693928390848 |
| 2022-07-01 | 15.4446425747191 |
| 2022-08-01 | 15.4385119351729 |
| 2022-09-01 | 15.5401844717490 |
| 2022-10-01 | 15.5340158087202 |
| 2022-11-01 | 15.3900151084895 |
| 2022-12-01 | 15.5983135493344 |
| 2023-01-01 | 15.5644476180972 |
| 2023-02-01 | 15.5599178925283 |
| 2023-03-01 | 15.6761378956732 |
| 2023-04-01 | 15.5974089087246 |
| 2023-05-01 | 15.4707200976590 |
| 2023-06-01 | 15.5641350714486 |
| 2023-07-01 | 15.4420345732426 |
| 2023-08-01 | 15.4401183375833 |
| 2023-09-01 | 15.4616559232327 |
| 2023-10-01 | 15.2478459323082 |
| 2023-11-01 | 15.2111109839112 |
| 2023-12-01 | 15.1865520422729 |
| 2024-01-01 | 15.2568577307613 |
| 2024-02-01 | 15.0794699318017 |
| 2024-03-01 | 15.1503872454168 |
| 2024-04-01 | 15.0731748012868 |
| 2024-05-01 | 15.2615175413936 |
| 2024-06-01 | 15.0610894858134 |
| 2024-07-01 | 15.1297276620349 |
| 2024-08-01 | 15.1365955646921 |
| 2024-09-01 | 14.9783889306766 |
| 2024-10-01 | 14.9770410322491 |
| 2024-11-01 | 14.9314217039888 |
| 2024-12-01 | 14.7732645260324 |
| 2025-01-01 | 14.6386797564358 |
| 2025-02-01 | 14.6918772163095 |
| 2025-03-01 | 14.5371253515140 |
| 2025-04-01 | 14.6665520854845 |
| 2025-05-01 | 14.5584493139477 |
| 2025-06-01 | 14.4597166421066 |
| 2025-07-01 | 14.4221744358569 |
| 2025-08-01 | 14.2463054766136 |
| 2025-09-01 | 14.1927278227824 |
| 2025-10-01 | 14.1991150897771 |
| 2025-11-01 | 14.2352955101228 |
| 2025-12-01 | 14.2562541613095 |
| 2026-01-01 | 14.2433787703547 |
| 2026-02-01 | 14.1941248701113 |
| 2026-03-01 | 14.2437403078917 |
| 2026-04-01 | 14.1565476777242 |
| 2026-05-01 | 14.1467416074810 |