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 2026-04-01 |
| Last Updated | 2026-05-26 2:44 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 | 12.1850323287848 |
| 1990-02-01 | 12.2229480245583 |
| 1990-03-01 | 12.3870647512699 |
| 1990-04-01 | 12.4885893197202 |
| 1990-05-01 | 13.0556492249480 |
| 1990-06-01 | 12.8877313739730 |
| 1990-07-01 | 12.9565751109039 |
| 1990-08-01 | 12.9252948765223 |
| 1990-09-01 | 12.9913330737969 |
| 1990-10-01 | 12.9359266374624 |
| 1990-11-01 | 13.0672434614194 |
| 1990-12-01 | 13.0282866607519 |
| 1991-01-01 | 12.2803910488376 |
| 1991-02-01 | 12.4237635982981 |
| 1991-03-01 | 12.2683721056244 |
| 1991-04-01 | 12.4033580024753 |
| 1991-05-01 | 12.2721971283239 |
| 1991-06-01 | 12.4039715234974 |
| 1991-07-01 | 12.2852687135115 |
| 1991-08-01 | 12.4519334622628 |
| 1991-09-01 | 12.5957259834690 |
| 1991-10-01 | 12.1524330862800 |
| 1991-11-01 | 12.0460179212814 |
| 1991-12-01 | 11.9066499530994 |
| 1992-01-01 | 12.2701064618653 |
| 1992-02-01 | 12.1936777971428 |
| 1992-03-01 | 12.3431880531573 |
| 1992-04-01 | 12.3345708733055 |
| 1992-05-01 | 12.3900164060774 |
| 1992-06-01 | 12.2189739903093 |
| 1992-07-01 | 12.6951949211574 |
| 1992-08-01 | 12.3713743918729 |
| 1992-09-01 | 12.1878624246252 |
| 1992-10-01 | 12.4538317973894 |
| 1992-11-01 | 12.3121815708426 |
| 1992-12-01 | 12.3003788575719 |
| 1993-01-01 | 12.0584039159760 |
| 1993-02-01 | 12.0755474346777 |
| 1993-03-01 | 11.9950386352917 |
| 1993-04-01 | 12.2895840702985 |
| 1993-05-01 | 12.3135284354035 |
| 1993-06-01 | 12.2229529420471 |
| 1993-07-01 | 13.1016537331988 |
| 1993-08-01 | 12.9708736999000 |
| 1993-09-01 | 13.1370909792656 |
| 1993-10-01 | 13.4493316491869 |
| 1993-11-01 | 13.4597167103144 |
| 1993-12-01 | 13.6128839282636 |
| 1994-01-01 | 13.8737547926197 |
| 1994-02-01 | 14.0402527558750 |
| 1994-03-01 | 13.8132299696775 |
| 1994-04-01 | 13.5364706314115 |
| 1994-05-01 | 13.5083897052594 |
| 1994-06-01 | 13.2853537086098 |
| 1994-07-01 | 13.6983852615696 |
| 1994-08-01 | 13.9736588876992 |
| 1994-09-01 | 14.0730480906516 |
| 1994-10-01 | 14.2583370150486 |
| 1994-11-01 | 14.4937849252021 |
| 1994-12-01 | 14.6104790046235 |
| 1995-01-01 | 15.2789010304501 |
| 1995-02-01 | 15.2016914901989 |
| 1995-03-01 | 15.3414905030770 |
| 1995-04-01 | 15.2943870908303 |
| 1995-05-01 | 15.3866812881194 |
| 1995-06-01 | 15.5984676913528 |
| 1995-07-01 | 15.6567812783792 |
| 1995-08-01 | 15.6360498318496 |
| 1995-09-01 | 15.6785441102045 |
| 1995-10-01 | 15.3851007128078 |
| 1995-11-01 | 15.5437679863807 |
| 1995-12-01 | 15.7042416259036 |
| 1996-01-01 | 15.1128653500007 |
| 1996-02-01 | 15.2259472269729 |
| 1996-03-01 | 15.2685174912965 |
| 1996-04-01 | 15.2082889149870 |
| 1996-05-01 | 15.2545877839109 |
| 1996-06-01 | 15.4720221885720 |
| 1996-07-01 | 15.4716582610823 |
| 1996-08-01 | 15.5422746679583 |
| 1996-09-01 | 15.6422888053744 |
| 1996-10-01 | 15.6333880906979 |
| 1996-11-01 | 15.7285348100602 |
| 1996-12-01 | 15.6562943847011 |
| 1997-01-01 | 16.0734285034015 |
| 1997-02-01 | 16.5206859597948 |
| 1997-03-01 | 16.7441653901809 |
| 1997-04-01 | 18.0835779386417 |
| 1997-05-01 | 18.6791099694249 |
| 1997-06-01 | 18.4812718807104 |
| 1997-07-01 | 18.6329445430871 |
| 1997-08-01 | 18.5584739873938 |
| 1997-09-01 | 18.8588436418478 |
| 1997-10-01 | 19.6313442302068 |
| 1997-11-01 | 18.4180426949978 |
| 1997-12-01 | 19.1358184208325 |
| 1998-01-01 | 17.9480340214345 |
| 1998-02-01 | 17.8002792068959 |
| 1998-03-01 | 17.8115128295758 |
| 1998-04-01 | 18.2064280046415 |
| 1998-05-01 | 18.5310331119682 |
| 1998-06-01 | 18.7874142341247 |
| 1998-07-01 | 19.0664190752323 |
| 1998-08-01 | 19.3740589671482 |
| 1998-09-01 | 19.5168378941369 |
| 1998-10-01 | 19.0600384593010 |
| 1998-11-01 | 19.1453555727665 |
| 1998-12-01 | 19.5680196662739 |
| 1999-01-01 | 19.2105933520576 |
| 1999-02-01 | 19.2563190033204 |
| 1999-03-01 | 19.2517775554403 |
| 1999-04-01 | 19.6410130486807 |
| 1999-05-01 | 19.5254928078391 |
| 1999-06-01 | 19.4015070027379 |
| 1999-07-01 | 19.4096003955693 |
| 1999-08-01 | 19.4825349956149 |
| 1999-09-01 | 19.9119394157259 |
| 1999-10-01 | 18.4857855235067 |
| 1999-11-01 | 18.6958060915409 |
| 1999-12-01 | 19.0262886211621 |
| 2000-01-01 | 17.7255807183214 |
| 2000-02-01 | 17.7256146008602 |
| 2000-03-01 | 17.8712713718418 |
| 2000-04-01 | 17.9265714661265 |
| 2000-05-01 | 17.9796642868176 |
| 2000-06-01 | 18.0669519485105 |
| 2000-07-01 | 18.1703079309821 |
| 2000-08-01 | 18.5408956410996 |
| 2000-09-01 | 18.3440497834850 |
| 2000-10-01 | 18.6959127443173 |
| 2000-11-01 | 18.7197732178195 |
| 2000-12-01 | 18.6081576328495 |
| 2001-01-01 | 16.9888364860035 |
| 2001-02-01 | 17.0102953299304 |
| 2001-03-01 | 17.0755807443121 |
| 2001-04-01 | 17.4669645563092 |
| 2001-05-01 | 17.3548646126914 |
| 2001-06-01 | 17.4030072437764 |
| 2001-07-01 | 17.8894438490410 |
| 2001-08-01 | 17.2769662452989 |
| 2001-09-01 | 17.0347628414633 |
| 2001-10-01 | 17.1988346242296 |
| 2001-11-01 | 17.2402983884169 |
| 2001-12-01 | 17.5372812305999 |
| 2002-01-01 | 17.6400732459608 |
| 2002-02-01 | 17.6519166588222 |
| 2002-03-01 | 17.8063152075328 |
| 2002-04-01 | 17.5149058124373 |
| 2002-05-01 | 17.3979582398128 |
| 2002-06-01 | 17.1094374121591 |
| 2002-07-01 | 17.3916959030224 |
| 2002-08-01 | 17.4122366040856 |
| 2002-09-01 | 17.3821712604529 |
| 2002-10-01 | 17.3931358770261 |
| 2002-11-01 | 17.3432814315739 |
| 2002-12-01 | 17.2616592813985 |
| 2003-01-01 | 15.9439425755215 |
| 2003-02-01 | 16.0507201445493 |
| 2003-03-01 | 15.7055249122198 |
| 2003-04-01 | 15.5868255038054 |
| 2003-05-01 | 15.6386030395831 |
| 2003-06-01 | 15.5325951701578 |
| 2003-07-01 | 15.5015300615819 |
| 2003-08-01 | 15.5579987096055 |
| 2003-09-01 | 15.5083681840794 |
| 2003-10-01 | 15.7101262651162 |
| 2003-11-01 | 15.7532023412918 |
| 2003-12-01 | 15.4633065999091 |
| 2004-01-01 | 15.7304172884005 |
| 2004-02-01 | 15.8261393032359 |
| 2004-03-01 | 15.8832352603426 |
| 2004-04-01 | 15.7175900675910 |
| 2004-05-01 | 15.8302196251325 |
| 2004-06-01 | 15.8084386261347 |
| 2004-07-01 | 16.3810966776087 |
| 2004-08-01 | 16.4630688438099 |
| 2004-09-01 | 16.6063341290860 |
| 2004-10-01 | 16.9138189015537 |
| 2004-11-01 | 16.6540052567060 |
| 2004-12-01 | 16.7664601420245 |
| 2005-01-01 | 16.6521201568833 |
| 2005-02-01 | 17.0455509237937 |
| 2005-03-01 | 17.5088389330663 |
| 2005-04-01 | 17.7438593130862 |
| 2005-05-01 | 17.8121282533817 |
| 2005-06-01 | 17.9545403375130 |
| 2005-07-01 | 17.9514923203524 |
| 2005-08-01 | 17.9276200522105 |
| 2005-09-01 | 18.0937759041065 |
| 2005-10-01 | 18.2175970675329 |
| 2005-11-01 | 18.3405061975941 |
| 2005-12-01 | 18.4604212201486 |
| 2006-01-01 | 18.5132996127536 |
| 2006-02-01 | 18.4883974622060 |
| 2006-03-01 | 18.4714736727082 |
| 2006-04-01 | 18.2317987279025 |
| 2006-05-01 | 18.2865163911158 |
| 2006-06-01 | 18.2625934235936 |
| 2006-07-01 | 18.0455332657527 |
| 2006-08-01 | 18.0063546515355 |
| 2006-09-01 | 18.0958762750339 |
| 2006-10-01 | 18.0292242326689 |
| 2006-11-01 | 18.1287682039479 |
| 2006-12-01 | 18.3393764709193 |
| 2007-01-01 | 18.2013589662492 |
| 2007-02-01 | 18.2730156992747 |
| 2007-03-01 | 18.2295234302840 |
| 2007-04-01 | 18.5121379946027 |
| 2007-05-01 | 18.5824250568421 |
| 2007-06-01 | 18.7940248219883 |
| 2007-07-01 | 18.7310435431090 |
| 2007-08-01 | 18.3658541539794 |
| 2007-09-01 | 18.1955952558121 |
| 2007-10-01 | 18.0370363395963 |
| 2007-11-01 | 17.8071205563629 |
| 2007-12-01 | 17.7125850878338 |
| 2008-01-01 | 17.7912666859557 |
| 2008-02-01 | 17.8609379251026 |
| 2008-03-01 | 17.6862736502356 |
| 2008-04-01 | 17.7818459917496 |
| 2008-05-01 | 17.7771082418592 |
| 2008-06-01 | 17.7613799223683 |
| 2008-07-01 | 17.8404125417289 |
| 2008-08-01 | 17.9450585894614 |
| 2008-09-01 | 18.1038426860846 |
| 2008-10-01 | 17.7330534601476 |
| 2008-11-01 | 17.7835500108356 |
| 2008-12-01 | 17.5167526848644 |
| 2009-01-01 | 17.2645542733521 |
| 2009-02-01 | 17.1322497229177 |
| 2009-03-01 | 16.9275220419490 |
| 2009-04-01 | 16.7636438793672 |
| 2009-05-01 | 16.7795023282092 |
| 2009-06-01 | 16.8108972235024 |
| 2009-07-01 | 16.9456079142313 |
| 2009-08-01 | 17.1403571938633 |
| 2009-09-01 | 17.3060359576998 |
| 2009-10-01 | 17.6176047200620 |
| 2009-11-01 | 17.7668107509751 |
| 2009-12-01 | 17.9391633586310 |
| 2010-01-01 | 18.0827726252365 |
| 2010-02-01 | 18.1623844576836 |
| 2010-03-01 | 18.2998169424253 |
| 2010-04-01 | 18.4464135660324 |
| 2010-05-01 | 18.2526188942458 |
| 2010-06-01 | 18.3057948266019 |
| 2010-07-01 | 18.6306922014956 |
| 2010-08-01 | 18.4937469722532 |
| 2010-09-01 | 18.4986112048773 |
| 2010-10-01 | 18.4722144762285 |
| 2010-11-01 | 18.6471695016917 |
| 2010-12-01 | 18.8627543973432 |
| 2011-01-01 | 18.9076489634231 |
| 2011-02-01 | 18.9959036660453 |
| 2011-03-01 | 19.2634211223480 |
| 2011-04-01 | 19.4482865035938 |
| 2011-05-01 | 19.6373033826478 |
| 2011-06-01 | 19.5822597942021 |
| 2011-07-01 | 19.5247849007149 |
| 2011-08-01 | 19.4370433792820 |
| 2011-09-01 | 19.6018264724973 |
| 2011-10-01 | 19.5253045529425 |
| 2011-11-01 | 19.7222602977790 |
| 2011-12-01 | 19.7696923361751 |
| 2012-01-01 | 20.1659296850687 |
| 2012-02-01 | 20.2502772511296 |
| 2012-03-01 | 20.1965692277277 |
| 2012-04-01 | 20.4701919302284 |
| 2012-05-01 | 20.7239191964323 |
| 2012-06-01 | 20.8661190593981 |
| 2012-07-01 | 20.7229304155624 |
| 2012-08-01 | 20.5796642014603 |
| 2012-09-01 | 20.8073162321073 |
| 2012-10-01 | 20.8709921830568 |
| 2012-11-01 | 20.6909181221304 |
| 2012-12-01 | 20.6565124115539 |
| 2013-01-01 | 20.9055553995551 |
| 2013-02-01 | 21.0897644106074 |
| 2013-03-01 | 21.1187395299275 |
| 2013-04-01 | 21.0011738029745 |
| 2013-05-01 | 21.0429047467323 |
| 2013-06-01 | 20.8881129127052 |
| 2013-07-01 | 20.9122501899601 |
| 2013-08-01 | 21.3366306130205 |
| 2013-09-01 | 21.7226850623810 |
| 2013-10-01 | 21.2370955103652 |
| 2013-11-01 | 20.9596812087447 |
| 2013-12-01 | 20.9316975053022 |
| 2014-01-01 | 20.0038385072844 |
| 2014-02-01 | 19.8595037273151 |
| 2014-03-01 | 20.0369010684856 |
| 2014-04-01 | 20.3341424210776 |
| 2014-05-01 | 20.3660462724975 |
| 2014-06-01 | 20.8440070296517 |
| 2014-07-01 | 21.4079994174580 |
| 2014-08-01 | 21.0449277272328 |
| 2014-09-01 | 20.4336094483614 |
| 2014-10-01 | 20.4321876482826 |
| 2014-11-01 | 20.4424581141353 |
| 2014-12-01 | 20.1912114199275 |
| 2015-01-01 | 20.0255289436521 |
| 2015-02-01 | 19.8562518642597 |
| 2015-03-01 | 19.7829196173958 |
| 2015-04-01 | 19.3475736238972 |
| 2015-05-01 | 19.1981133898173 |
| 2015-06-01 | 18.9048374462611 |
| 2015-07-01 | 18.8195005386136 |
| 2015-08-01 | 18.6255803083952 |
| 2015-09-01 | 18.9443496891355 |
| 2015-10-01 | 19.4581224474401 |
| 2015-11-01 | 19.2481614735235 |
| 2015-12-01 | 19.4674521654465 |
| 2016-01-01 | 19.5401833751344 |
| 2016-02-01 | 19.4363470962187 |
| 2016-03-01 | 19.5146161040597 |
| 2016-04-01 | 19.4548140183912 |
| 2016-05-01 | 19.2033039774456 |
| 2016-06-01 | 19.0241213909336 |
| 2016-07-01 | 19.1870595857931 |
| 2016-08-01 | 18.9568011613205 |
| 2016-09-01 | 18.7155733313651 |
| 2016-10-01 | 18.6044095883595 |
| 2016-11-01 | 18.3734836828378 |
| 2016-12-01 | 18.1708024116965 |
| 2017-01-01 | 18.0018864863710 |
| 2017-02-01 | 17.8658180610862 |
| 2017-03-01 | 17.8606644883795 |
| 2017-04-01 | 18.0630710787301 |
| 2017-05-01 | 17.8142949862325 |
| 2017-06-01 | 17.6219317092055 |
| 2017-07-01 | 17.4762910104990 |
| 2017-08-01 | 17.5325615923050 |
| 2017-09-01 | 17.5805550622548 |
| 2017-10-01 | 17.5358579345035 |
| 2017-11-01 | 17.5937543492955 |
| 2017-12-01 | 17.7057021620753 |
| 2018-01-01 | 17.8195773427891 |
| 2018-02-01 | 17.9398976534562 |
| 2018-03-01 | 17.8601271037372 |
| 2018-04-01 | 17.7680423943714 |
| 2018-05-01 | 17.6988533776707 |
| 2018-06-01 | 17.8980050911251 |
| 2018-07-01 | 17.4669867710700 |
| 2018-08-01 | 17.3615926267229 |
| 2018-09-01 | 17.3411977604934 |
| 2018-10-01 | 17.4393175428088 |
| 2018-11-01 | 17.4050105603468 |
| 2018-12-01 | 17.4598804591825 |
| 2019-01-01 | 17.2024903512688 |
| 2019-02-01 | 17.1858306917476 |
| 2019-03-01 | 17.3732643636709 |
| 2019-04-01 | 17.3736799325696 |
| 2019-05-01 | 17.2937957951887 |
| 2019-06-01 | 17.4707934626539 |
| 2019-07-01 | 17.5664865521544 |
| 2019-08-01 | 17.4778427278668 |
| 2019-09-01 | 17.3203137292041 |
| 2019-10-01 | 16.8283082382318 |
| 2019-11-01 | 16.7157028699596 |
| 2019-12-01 | 16.7064258423323 |
| 2020-01-01 | 17.0987176092248 |
| 2020-02-01 | 16.8653093896734 |
| 2020-03-01 | 16.6596686609887 |
| 2020-04-01 | 14.6557168830992 |
| 2020-05-01 | 14.9040177911140 |
| 2020-06-01 | 15.1817827722229 |
| 2020-07-01 | 15.3244611913809 |
| 2020-08-01 | 15.3285017264131 |
| 2020-09-01 | 15.6216712904237 |
| 2020-10-01 | 15.7333318868160 |
| 2020-11-01 | 15.9454255168600 |
| 2020-12-01 | 16.1503164619062 |
| 2021-01-01 | 15.5098212712518 |
| 2021-02-01 | 15.3227889079965 |
| 2021-03-01 | 15.4191891760707 |
| 2021-04-01 | 15.6498290530767 |
| 2021-05-01 | 15.5018957022306 |
| 2021-06-01 | 14.9785181467840 |
| 2021-07-01 | 15.0408831726393 |
| 2021-08-01 | 15.1420848000517 |
| 2021-09-01 | 15.0283095988907 |
| 2021-10-01 | 15.3287197239921 |
| 2021-11-01 | 15.3671782140903 |
| 2021-12-01 | 15.2714200664632 |
| 2022-01-01 | 15.5921928812541 |
| 2022-02-01 | 15.6455735430924 |
| 2022-03-01 | 15.6013091915025 |
| 2022-04-01 | 15.5180988687677 |
| 2022-05-01 | 15.4863679728598 |
| 2022-06-01 | 15.4695312076908 |
| 2022-07-01 | 15.4449867324698 |
| 2022-08-01 | 15.4389973716842 |
| 2022-09-01 | 15.5407778855441 |
| 2022-10-01 | 15.5347154943908 |
| 2022-11-01 | 15.3905812254053 |
| 2022-12-01 | 15.5984863400002 |
| 2023-01-01 | 15.5640662223957 |
| 2023-02-01 | 15.5590453566752 |
| 2023-03-01 | 15.6742169932757 |
| 2023-04-01 | 15.5930824178031 |
| 2023-05-01 | 15.4733135889062 |
| 2023-06-01 | 15.5650863882170 |
| 2023-07-01 | 15.4429766676406 |
| 2023-08-01 | 15.4411189897859 |
| 2023-09-01 | 15.4627484696166 |
| 2023-10-01 | 15.2489931491809 |
| 2023-11-01 | 15.2118439699597 |
| 2023-12-01 | 15.1865269366138 |
| 2024-01-01 | 15.2560136294975 |
| 2024-02-01 | 15.0778482246686 |
| 2024-03-01 | 15.1469170223978 |
| 2024-04-01 | 15.0661731691572 |
| 2024-05-01 | 15.2676581286809 |
| 2024-06-01 | 15.0628585571941 |
| 2024-07-01 | 15.1311752805928 |
| 2024-08-01 | 15.1379368373738 |
| 2024-09-01 | 14.9797548988776 |
| 2024-10-01 | 14.9784234394684 |
| 2024-11-01 | 14.9320992534884 |
| 2024-12-01 | 14.7728340564027 |
| 2025-01-01 | 14.6371471065267 |
| 2025-02-01 | 14.6891595540722 |
| 2025-03-01 | 14.5319773076644 |
| 2025-04-01 | 14.6573451884954 |
| 2025-05-01 | 14.5696278792546 |
| 2025-06-01 | 14.4619860567551 |
| 2025-07-01 | 14.4237781044233 |
| 2025-08-01 | 14.2476356879754 |
| 2025-09-01 | 14.1940385566202 |
| 2025-10-01 | 14.2003843448076 |
| 2025-11-01 | 14.2356437174636 |
| 2025-12-01 | 14.2552812955805 |
| 2026-01-01 | 14.2411484086552 |
| 2026-02-01 | 14.1905601931823 |
| 2026-03-01 | 14.2373612767009 |
| 2026-04-01 | 14.1459303785482 |