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 2026-09-01 |
| Last Updated | 2026-10-20 9:54 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 | 12.1849256384 |
| 1990-02-01 | 12.2228350717 |
| 1990-03-01 | 12.3869401943 |
| 1990-04-01 | 12.4884520418 |
| 1990-05-01 | 13.0554689118 |
| 1990-06-01 | 12.8875746374 |
| 1990-07-01 | 12.9567636226 |
| 1990-08-01 | 12.9253915627 |
| 1990-09-01 | 12.9914664954 |
| 1990-10-01 | 12.9360217797 |
| 1990-11-01 | 13.0673325148 |
| 1990-12-01 | 13.0285043735 |
| 1991-01-01 | 12.2802957385 |
| 1991-02-01 | 12.4236512298 |
| 1991-03-01 | 12.2682521966 |
| 1991-04-01 | 12.4032206192 |
| 1991-05-01 | 12.2720231567 |
| 1991-06-01 | 12.4037919808 |
| 1991-07-01 | 12.2854645744 |
| 1991-08-01 | 12.4520429134 |
| 1991-09-01 | 12.5958583937 |
| 1991-10-01 | 12.1525233597 |
| 1991-11-01 | 12.0460979091 |
| 1991-12-01 | 11.9068302093 |
| 1992-01-01 | 12.2700025004 |
| 1992-02-01 | 12.1935779164 |
| 1992-03-01 | 12.3430765613 |
| 1992-04-01 | 12.3344367016 |
| 1992-05-01 | 12.3898449646 |
| 1992-06-01 | 12.2187713792 |
| 1992-07-01 | 12.6954177569 |
| 1992-08-01 | 12.3715015346 |
| 1992-09-01 | 12.1879934348 |
| 1992-10-01 | 12.4539193769 |
| 1992-11-01 | 12.3122467123 |
| 1992-12-01 | 12.3005469390 |
| 1993-01-01 | 12.0582872312 |
| 1993-02-01 | 12.0754547200 |
| 1993-03-01 | 11.9949393287 |
| 1993-04-01 | 12.2894612719 |
| 1993-05-01 | 12.3133804116 |
| 1993-06-01 | 12.2227570785 |
| 1993-07-01 | 13.1018749134 |
| 1993-08-01 | 12.9710062749 |
| 1993-09-01 | 13.1372309542 |
| 1993-10-01 | 13.4494201080 |
| 1993-11-01 | 13.4597737813 |
| 1993-12-01 | 13.6130626190 |
| 1994-01-01 | 13.8735972007 |
| 1994-02-01 | 14.0401447855 |
| 1994-03-01 | 13.8131037840 |
| 1994-04-01 | 13.5364015719 |
| 1994-05-01 | 13.5081966025 |
| 1994-06-01 | 13.2851758444 |
| 1994-07-01 | 13.6986130401 |
| 1994-08-01 | 13.9738072480 |
| 1994-09-01 | 14.0731833392 |
| 1994-10-01 | 14.2583964892 |
| 1994-11-01 | 14.4938841206 |
| 1994-12-01 | 14.6106561096 |
| 1995-01-01 | 15.2786945848 |
| 1995-02-01 | 15.2015525347 |
| 1995-03-01 | 15.3413216310 |
| 1995-04-01 | 15.2943908385 |
| 1995-05-01 | 15.3864488932 |
| 1995-06-01 | 15.5983565229 |
| 1995-07-01 | 15.6569853370 |
| 1995-08-01 | 15.6361959219 |
| 1995-09-01 | 15.6786754999 |
| 1995-10-01 | 15.3851197274 |
| 1995-11-01 | 15.5439303777 |
| 1995-12-01 | 15.7044583054 |
| 1996-01-01 | 15.1126168754 |
| 1996-02-01 | 15.2257801944 |
| 1996-03-01 | 15.2683092364 |
| 1996-04-01 | 15.2083628228 |
| 1996-05-01 | 15.2543358403 |
| 1996-06-01 | 15.4720185548 |
| 1996-07-01 | 15.4718037099 |
| 1996-08-01 | 15.5424074322 |
| 1996-09-01 | 15.6424171342 |
| 1996-10-01 | 15.6333432769 |
| 1996-11-01 | 15.7287536710 |
| 1996-12-01 | 15.6565546681 |
| 1997-01-01 | 16.0731304631 |
| 1997-02-01 | 16.5204670457 |
| 1997-03-01 | 16.7439072487 |
| 1997-04-01 | 18.0836670489 |
| 1997-05-01 | 18.6788363998 |
| 1997-06-01 | 18.4813562361 |
| 1997-07-01 | 18.6330633491 |
| 1997-08-01 | 18.5586119142 |
| 1997-09-01 | 18.8590153226 |
| 1997-10-01 | 19.6312494397 |
| 1997-11-01 | 18.4183096415 |
| 1997-12-01 | 19.1361999474 |
| 1998-01-01 | 17.9476863862 |
| 1998-02-01 | 17.8000105899 |
| 1998-03-01 | 17.8112163013 |
| 1998-04-01 | 18.2065070954 |
| 1998-05-01 | 18.5307575908 |
| 1998-06-01 | 18.7875197930 |
| 1998-07-01 | 19.0665451745 |
| 1998-08-01 | 19.3742129967 |
| 1998-09-01 | 19.5170409756 |
| 1998-10-01 | 19.0599324149 |
| 1998-11-01 | 19.1456518794 |
| 1998-12-01 | 19.5683789356 |
| 1999-01-01 | 19.2102298875 |
| 1999-02-01 | 19.2560218275 |
| 1999-03-01 | 19.2514851837 |
| 1999-04-01 | 19.6410228196 |
| 1999-05-01 | 19.5252800203 |
| 1999-06-01 | 19.4015910136 |
| 1999-07-01 | 19.4097149750 |
| 1999-08-01 | 19.4826861271 |
| 1999-09-01 | 19.9121529524 |
| 1999-10-01 | 18.4857224082 |
| 1999-11-01 | 18.6960460060 |
| 1999-12-01 | 19.0266143589 |
| 2000-01-01 | 17.7252610978 |
| 2000-02-01 | 17.7253703274 |
| 2000-03-01 | 17.8710488114 |
| 2000-04-01 | 17.9265189927 |
| 2000-05-01 | 17.9795389045 |
| 2000-06-01 | 18.0670003256 |
| 2000-07-01 | 18.1703931033 |
| 2000-08-01 | 18.5410252465 |
| 2000-09-01 | 18.3442368840 |
| 2000-10-01 | 18.6958936238 |
| 2000-11-01 | 18.7199460994 |
| 2000-12-01 | 18.6084271196 |
| 2001-01-01 | 16.9885698970 |
| 2001-02-01 | 17.0101094734 |
| 2001-03-01 | 17.0754306760 |
| 2001-04-01 | 17.4668655940 |
| 2001-05-01 | 17.3548189833 |
| 2001-06-01 | 17.4030261313 |
| 2001-07-01 | 17.8894971387 |
| 2001-08-01 | 17.2770552890 |
| 2001-09-01 | 17.0348951528 |
| 2001-10-01 | 17.1988688916 |
| 2001-11-01 | 17.2403854019 |
| 2001-12-01 | 17.5375016895 |
| 2002-01-01 | 17.6398530187 |
| 2002-02-01 | 17.6517726270 |
| 2002-03-01 | 17.8061982709 |
| 2002-04-01 | 17.5148290087 |
| 2002-05-01 | 17.3979215513 |
| 2002-06-01 | 17.1094524849 |
| 2002-07-01 | 17.3917304192 |
| 2002-08-01 | 17.4122945028 |
| 2002-09-01 | 17.3822552164 |
| 2002-10-01 | 17.3931856606 |
| 2002-11-01 | 17.3433495995 |
| 2002-12-01 | 17.2618027203 |
| 2003-01-01 | 15.9438036049 |
| 2003-02-01 | 16.0506374536 |
| 2003-03-01 | 15.7054548292 |
| 2003-04-01 | 15.5867773956 |
| 2003-05-01 | 15.6385794798 |
| 2003-06-01 | 15.5326072339 |
| 2003-07-01 | 15.5015468116 |
| 2003-08-01 | 15.5580244883 |
| 2003-09-01 | 15.5084020472 |
| 2003-10-01 | 15.7101694410 |
| 2003-11-01 | 15.7532427907 |
| 2003-12-01 | 15.4633971007 |
| 2004-01-01 | 15.7303311948 |
| 2004-02-01 | 15.8260971417 |
| 2004-03-01 | 15.8831868719 |
| 2004-04-01 | 15.7175566245 |
| 2004-05-01 | 15.8302023219 |
| 2004-06-01 | 15.8084460135 |
| 2004-07-01 | 16.3811062409 |
| 2004-08-01 | 16.4630835909 |
| 2004-09-01 | 16.6063534523 |
| 2004-10-01 | 16.9138456681 |
| 2004-11-01 | 16.6540236871 |
| 2004-12-01 | 16.7665271291 |
| 2005-01-01 | 16.6520708759 |
| 2005-02-01 | 17.0455305739 |
| 2005-03-01 | 17.5088059504 |
| 2005-04-01 | 17.7438368615 |
| 2005-05-01 | 17.8121155807 |
| 2005-06-01 | 17.9545443582 |
| 2005-07-01 | 17.9514968923 |
| 2005-08-01 | 17.9276268813 |
| 2005-09-01 | 18.0937847244 |
| 2005-10-01 | 18.2176146652 |
| 2005-11-01 | 18.3405159446 |
| 2005-12-01 | 18.4604674255 |
| 2006-01-01 | 18.5132678426 |
| 2006-02-01 | 18.4883876674 |
| 2006-03-01 | 18.4714520238 |
| 2006-04-01 | 18.2317879428 |
| 2006-05-01 | 18.2865103674 |
| 2006-06-01 | 18.2625952531 |
| 2006-07-01 | 18.0455370306 |
| 2006-08-01 | 18.0063582271 |
| 2006-09-01 | 18.0958804529 |
| 2006-10-01 | 18.0292329333 |
| 2006-11-01 | 18.1287699856 |
| 2006-12-01 | 18.3393939982 |
| 2007-01-01 | 18.2013494736 |
| 2007-02-01 | 18.2730116076 |
| 2007-03-01 | 18.2295124610 |
| 2007-04-01 | 18.5121337590 |
| 2007-05-01 | 18.5824222318 |
| 2007-06-01 | 18.7940257294 |
| 2007-07-01 | 18.7310460400 |
| 2007-08-01 | 18.3658557006 |
| 2007-09-01 | 18.1955974315 |
| 2007-10-01 | 18.0370412134 |
| 2007-11-01 | 17.8071224771 |
| 2007-12-01 | 17.7125865910 |
| 2008-01-01 | 17.7912639435 |
| 2008-02-01 | 17.8609378024 |
| 2008-03-01 | 17.6862669182 |
| 2008-04-01 | 17.7818452081 |
| 2008-05-01 | 17.7771078715 |
| 2008-06-01 | 17.7613806643 |
| 2008-07-01 | 17.8404148270 |
| 2008-08-01 | 17.9450593631 |
| 2008-09-01 | 18.1038435919 |
| 2008-10-01 | 17.7330540632 |
| 2008-11-01 | 17.7835503262 |
| 2008-12-01 | 17.5167528511 |
| 2009-01-01 | 17.2645542694 |
| 2009-02-01 | 17.1322496212 |
| 2009-03-01 | 16.9275181104 |
| 2009-04-01 | 16.7636438920 |
| 2009-05-01 | 16.7795024435 |
| 2009-06-01 | 16.8108978294 |
| 2009-07-01 | 16.9456095727 |
| 2009-08-01 | 17.1403574965 |
| 2009-09-01 | 17.3060362437 |
| 2009-10-01 | 17.6176047537 |
| 2009-11-01 | 17.7668106376 |
| 2009-12-01 | 17.9391632785 |
| 2010-01-01 | 18.0827725507 |
| 2010-02-01 | 18.1623844200 |
| 2010-03-01 | 18.2998148847 |
| 2010-04-01 | 18.4464136615 |
| 2010-05-01 | 18.2526189801 |
| 2010-06-01 | 18.3057951931 |
| 2010-07-01 | 18.6306933753 |
| 2010-08-01 | 18.4937470683 |
| 2010-09-01 | 18.4986113218 |
| 2010-10-01 | 18.4722143307 |
| 2010-11-01 | 18.6471692727 |
| 2010-12-01 | 18.8627543947 |
| 2011-01-01 | 18.9076489316 |
| 2011-02-01 | 18.9959035510 |
| 2011-03-01 | 19.2634209213 |
| 2011-04-01 | 19.4482863317 |
| 2011-05-01 | 19.6373031749 |
| 2011-06-01 | 19.5822597002 |
| 2011-07-01 | 19.5247855940 |
| 2011-08-01 | 19.4370433353 |
| 2011-09-01 | 19.6018265664 |
| 2011-10-01 | 19.5253043794 |
| 2011-11-01 | 19.7222601463 |
| 2011-12-01 | 19.7696926589 |
| 2012-01-01 | 20.1659299528 |
| 2012-02-01 | 20.2502773134 |
| 2012-03-01 | 20.1965690370 |
| 2012-04-01 | 20.4701916606 |
| 2012-05-01 | 20.7239188241 |
| 2012-06-01 | 20.8661188140 |
| 2012-07-01 | 20.7229311092 |
| 2012-08-01 | 20.5796632630 |
| 2012-09-01 | 20.8073167161 |
| 2012-10-01 | 20.8709923862 |
| 2012-11-01 | 20.6909183710 |
| 2012-12-01 | 20.6565131458 |
| 2013-01-01 | 20.9055557349 |
| 2013-02-01 | 21.0897641537 |
| 2013-03-01 | 21.1187387810 |
| 2013-04-01 | 21.0011730787 |
| 2013-05-01 | 21.0429042264 |
| 2013-06-01 | 20.8881128335 |
| 2013-07-01 | 20.9122513514 |
| 2013-08-01 | 21.3366291908 |
| 2013-09-01 | 21.7226861653 |
| 2013-10-01 | 21.2370962882 |
| 2013-11-01 | 20.9596820630 |
| 2013-12-01 | 20.9316985076 |
| 2014-01-01 | 20.0038389113 |
| 2014-02-01 | 19.8595036450 |
| 2014-03-01 | 20.0369009404 |
| 2014-04-01 | 20.3341330665 |
| 2014-05-01 | 20.3660475410 |
| 2014-06-01 | 20.8440089421 |
| 2014-07-01 | 21.4080026945 |
| 2014-08-01 | 21.0449273571 |
| 2014-09-01 | 20.4336121000 |
| 2014-10-01 | 20.4321895566 |
| 2014-11-01 | 20.4424600546 |
| 2014-12-01 | 20.1912128511 |
| 2015-01-01 | 20.0255289139 |
| 2015-02-01 | 19.8562503896 |
| 2015-03-01 | 19.7829163897 |
| 2015-04-01 | 19.3475506316 |
| 2015-05-01 | 19.1981091066 |
| 2015-06-01 | 18.9048578142 |
| 2015-07-01 | 18.8195026749 |
| 2015-08-01 | 18.6255838888 |
| 2015-09-01 | 18.9443585861 |
| 2015-10-01 | 19.4581300100 |
| 2015-11-01 | 19.2481652121 |
| 2015-12-01 | 19.4674497595 |
| 2016-01-01 | 19.5401748793 |
| 2016-02-01 | 19.4363350100 |
| 2016-03-01 | 19.5146027303 |
| 2016-04-01 | 19.4547737124 |
| 2016-05-01 | 19.2032952273 |
| 2016-06-01 | 19.0241641629 |
| 2016-07-01 | 19.1870690181 |
| 2016-08-01 | 18.9568203083 |
| 2016-09-01 | 18.7155979600 |
| 2016-10-01 | 18.6044321694 |
| 2016-11-01 | 18.3735017344 |
| 2016-12-01 | 18.1708116202 |
| 2017-01-01 | 18.0017461187 |
| 2017-02-01 | 17.8658300772 |
| 2017-03-01 | 17.8606939783 |
| 2017-04-01 | 18.0629904672 |
| 2017-05-01 | 17.8142684681 |
| 2017-06-01 | 17.6219943464 |
| 2017-07-01 | 17.4763151760 |
| 2017-08-01 | 17.5326076784 |
| 2017-09-01 | 17.5806131196 |
| 2017-10-01 | 17.5359237261 |
| 2017-11-01 | 17.5938114014 |
| 2017-12-01 | 17.7057238682 |
| 2018-01-01 | 17.8192185536 |
| 2018-02-01 | 17.9398367787 |
| 2018-03-01 | 17.8602418879 |
| 2018-04-01 | 17.7678774146 |
| 2018-05-01 | 17.6988069420 |
| 2018-06-01 | 17.8983011820 |
| 2018-07-01 | 17.4669925282 |
| 2018-08-01 | 17.3616346769 |
| 2018-09-01 | 17.3412685222 |
| 2018-10-01 | 17.4394150851 |
| 2018-11-01 | 17.4050963002 |
| 2018-12-01 | 17.4599106846 |
| 2019-01-01 | 17.2019306230 |
| 2019-02-01 | 17.1856987287 |
| 2019-03-01 | 17.3734548177 |
| 2019-04-01 | 17.3734415069 |
| 2019-05-01 | 17.2937343471 |
| 2019-06-01 | 17.4713175799 |
| 2019-07-01 | 17.5664835889 |
| 2019-08-01 | 17.4778876965 |
| 2019-09-01 | 17.3204004320 |
| 2019-10-01 | 16.8284226235 |
| 2019-11-01 | 16.7157879398 |
| 2019-12-01 | 16.7064291681 |
| 2020-01-01 | 17.0980479091 |
| 2020-02-01 | 16.8650639243 |
| 2020-03-01 | 16.6598791303 |
| 2020-04-01 | 14.6554929381 |
| 2020-05-01 | 14.9039846538 |
| 2020-06-01 | 15.1824426874 |
| 2020-07-01 | 15.3244551481 |
| 2020-08-01 | 15.3285284108 |
| 2020-09-01 | 15.6217257272 |
| 2020-10-01 | 15.7333925974 |
| 2020-11-01 | 15.9454520331 |
| 2020-12-01 | 16.1502875946 |
| 2021-01-01 | 15.5091407500 |
| 2021-02-01 | 15.3225910223 |
| 2021-03-01 | 15.4194672032 |
| 2021-04-01 | 15.6497420656 |
| 2021-05-01 | 15.5017436371 |
| 2021-06-01 | 14.9793344399 |
| 2021-07-01 | 15.0410063770 |
| 2021-08-01 | 15.1421258095 |
| 2021-09-01 | 15.0282355698 |
| 2021-10-01 | 15.3285267600 |
| 2021-11-01 | 15.3669436026 |
| 2021-12-01 | 15.2712798188 |
| 2022-01-01 | 15.5911679522 |
| 2022-02-01 | 15.6455125309 |
| 2022-03-01 | 15.6018041558 |
| 2022-04-01 | 15.5191087316 |
| 2022-05-01 | 15.4861275633 |
| 2022-06-01 | 15.4705165273 |
| 2022-07-01 | 15.4455763705 |
| 2022-08-01 | 15.4388668557 |
| 2022-09-01 | 15.5401959883 |
| 2022-10-01 | 15.5337071533 |
| 2022-11-01 | 15.3895027173 |
| 2022-12-01 | 15.5978751411 |
| 2023-01-01 | 15.5626756183 |
| 2023-02-01 | 15.5595035784 |
| 2023-03-01 | 15.6758192033 |
| 2023-04-01 | 15.5966459756 |
| 2023-05-01 | 15.4721208079 |
| 2023-06-01 | 15.5640869614 |
| 2023-07-01 | 15.4492440936 |
| 2023-08-01 | 15.4381463075 |
| 2023-09-01 | 15.4611687063 |
| 2023-10-01 | 15.2466891399 |
| 2023-11-01 | 15.2095537676 |
| 2023-12-01 | 15.1851875371 |
| 2024-01-01 | 15.2544548898 |
| 2024-02-01 | 15.0791269607 |
| 2024-03-01 | 15.1499568391 |
| 2024-04-01 | 15.0725562093 |
| 2024-05-01 | 15.2639093749 |
| 2024-06-01 | 15.0591440673 |
| 2024-07-01 | 15.1439143362 |
| 2024-08-01 | 15.1321935637 |
| 2024-09-01 | 14.9786283549 |
| 2024-10-01 | 14.9747628002 |
| 2024-11-01 | 14.9285616073 |
| 2024-12-01 | 14.7706910206 |
| 2025-01-01 | 14.6356113186 |
| 2025-02-01 | 14.6913851353 |
| 2025-03-01 | 14.5366938418 |
| 2025-04-01 | 14.6663164827 |
| 2025-05-01 | 14.5616533905 |
| 2025-06-01 | 14.4555497964 |
| 2025-07-01 | 14.4422778728 |
| 2025-08-01 | 14.2389196055 |
| 2025-09-01 | 14.1953951946 |
| 2025-10-01 | 14.1959012821 |
| 2025-11-01 | 14.2313925531 |
| 2025-12-01 | 14.2526964905 |
| 2026-01-01 | 14.2397453909 |
| 2026-02-01 | 14.1933627016 |
| 2026-03-01 | 14.2430569928 |
| 2026-04-01 | 14.1564108065 |
| 2026-05-01 | 14.1507056961 |
| 2026-06-01 | 14.1528582677 |
| 2026-07-01 | 14.0415076811 |
| 2026-08-01 | 14.1381578311 |
| 2026-09-01 | 14.1108686504 |