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 2025-12-01 |
| Last Updated | 2026-01-28 3:47 AM CST |
| 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 | 12.1914087195353 |
| 1990-02-01 | 12.2275799496985 |
| 1990-03-01 | 12.3900098831718 |
| 1990-04-01 | 12.4899980807526 |
| 1990-05-01 | 13.0550877900414 |
| 1990-06-01 | 12.8867727078304 |
| 1990-07-01 | 12.9572331141177 |
| 1990-08-01 | 12.9247210501168 |
| 1990-09-01 | 12.9937707087197 |
| 1990-10-01 | 12.9337620829301 |
| 1990-11-01 | 13.0639178496636 |
| 1990-12-01 | 13.0179617689532 |
| 1991-01-01 | 12.2860588748213 |
| 1991-02-01 | 12.4281527000972 |
| 1991-03-01 | 12.2709689589911 |
| 1991-04-01 | 12.4046041453481 |
| 1991-05-01 | 12.2716645629387 |
| 1991-06-01 | 12.4028150146313 |
| 1991-07-01 | 12.2861868309151 |
| 1991-08-01 | 12.4517561723159 |
| 1991-09-01 | 12.5980465268954 |
| 1991-10-01 | 12.1507816835989 |
| 1991-11-01 | 12.0433761380589 |
| 1991-12-01 | 11.8983290570760 |
| 1992-01-01 | 12.2746454439805 |
| 1992-02-01 | 12.1972674920385 |
| 1992-03-01 | 12.3451799105021 |
| 1992-04-01 | 12.3354530293594 |
| 1992-05-01 | 12.3894864249395 |
| 1992-06-01 | 12.2175317908943 |
| 1992-07-01 | 12.6963857557987 |
| 1992-08-01 | 12.3715420584598 |
| 1992-09-01 | 12.1901396821211 |
| 1992-10-01 | 12.4528369137479 |
| 1992-11-01 | 12.3105850042244 |
| 1992-12-01 | 12.2930935707712 |
| 1993-01-01 | 12.0612805436796 |
| 1993-02-01 | 12.0781635584923 |
| 1993-03-01 | 11.9962987401940 |
| 1993-04-01 | 12.2901369574917 |
| 1993-05-01 | 12.3131331162940 |
| 1993-06-01 | 12.2215213466821 |
| 1993-07-01 | 13.1029539186481 |
| 1993-08-01 | 12.9712707611630 |
| 1993-09-01 | 13.1394774804078 |
| 1993-10-01 | 13.4488853271852 |
| 1993-11-01 | 13.4589817885109 |
| 1993-12-01 | 13.6059132028337 |
| 1994-01-01 | 13.8756999616449 |
| 1994-02-01 | 14.0423403724011 |
| 1994-03-01 | 13.8142577222340 |
| 1994-04-01 | 13.5365462737385 |
| 1994-05-01 | 13.5086769322493 |
| 1994-06-01 | 13.2838023710625 |
| 1994-07-01 | 13.6997276309462 |
| 1994-08-01 | 13.9742374361901 |
| 1994-09-01 | 14.0748442559088 |
| 1994-10-01 | 14.2591731467604 |
| 1994-11-01 | 14.4924849558685 |
| 1994-12-01 | 14.6036799700191 |
| 1995-01-01 | 15.2805444691159 |
| 1995-02-01 | 15.2035865101085 |
| 1995-03-01 | 15.3426052998785 |
| 1995-04-01 | 15.2943883410014 |
| 1995-05-01 | 15.3881161628083 |
| 1995-06-01 | 15.5971546095144 |
| 1995-07-01 | 15.6577999252133 |
| 1995-08-01 | 15.6363894922496 |
| 1995-09-01 | 15.6789721196158 |
| 1995-10-01 | 15.3873560990905 |
| 1995-11-01 | 15.5409969309445 |
| 1995-12-01 | 15.6961391046895 |
| 1996-01-01 | 15.1155204275356 |
| 1996-02-01 | 15.2283062729304 |
| 1996-03-01 | 15.2703456811324 |
| 1996-04-01 | 15.2086707385213 |
| 1996-05-01 | 15.2573010119171 |
| 1996-06-01 | 15.4713225036361 |
| 1996-07-01 | 15.4717939691163 |
| 1996-08-01 | 15.5416283493393 |
| 1996-09-01 | 15.6403661211936 |
| 1996-10-01 | 15.6372506325235 |
| 1996-11-01 | 15.7241215201672 |
| 1996-12-01 | 15.6464982731631 |
| 1997-01-01 | 16.0783939511176 |
| 1997-02-01 | 16.5245539352508 |
| 1997-03-01 | 16.7473117566460 |
| 1997-04-01 | 18.0851137356385 |
| 1997-05-01 | 18.6832217068479 |
| 1997-06-01 | 18.4810950299766 |
| 1997-07-01 | 18.6319601124430 |
| 1997-08-01 | 18.5561927637193 |
| 1997-09-01 | 18.8543133502406 |
| 1997-10-01 | 19.6364401024858 |
| 1997-11-01 | 18.4119487712580 |
| 1997-12-01 | 19.1218881587755 |
| 1998-01-01 | 17.9560715192362 |
| 1998-02-01 | 17.8061006954641 |
| 1998-03-01 | 17.8162191208866 |
| 1998-04-01 | 18.2087962617103 |
| 1998-05-01 | 18.5355095233193 |
| 1998-06-01 | 18.7872994861936 |
| 1998-07-01 | 19.0647222686058 |
| 1998-08-01 | 19.3703958418097 |
| 1998-09-01 | 19.5102188259071 |
| 1998-10-01 | 19.0643787782639 |
| 1998-11-01 | 19.1376134188133 |
| 1998-12-01 | 19.5546443465078 |
| 1999-01-01 | 19.2210126721914 |
| 1999-02-01 | 19.2639146769165 |
| 1999-03-01 | 19.2574333829778 |
| 1999-04-01 | 19.6444254667258 |
| 1999-05-01 | 19.5295204246838 |
| 1999-06-01 | 19.4012565334837 |
| 1999-07-01 | 19.4076416578070 |
| 1999-08-01 | 19.4784341794220 |
| 1999-09-01 | 19.9046306731356 |
| 1999-10-01 | 18.4880745086979 |
| 1999-11-01 | 18.6887438323242 |
| 1999-12-01 | 19.0143027425644 |
| 2000-01-01 | 17.7357449176469 |
| 2000-02-01 | 17.7326978034799 |
| 2000-03-01 | 17.8766985094444 |
| 2000-04-01 | 17.9300951962784 |
| 2000-05-01 | 17.9825709894610 |
| 2000-06-01 | 18.0666685941527 |
| 2000-07-01 | 18.1685403465469 |
| 2000-08-01 | 18.5370536743809 |
| 2000-09-01 | 18.3376542809957 |
| 2000-10-01 | 18.6963211976966 |
| 2000-11-01 | 18.7140115221965 |
| 2000-12-01 | 18.5979777107649 |
| 2001-01-01 | 16.9980563195061 |
| 2001-02-01 | 17.0163638598327 |
| 2001-03-01 | 17.0803064282220 |
| 2001-04-01 | 17.4703850321909 |
| 2001-05-01 | 17.3566653169399 |
| 2001-06-01 | 17.4026857827122 |
| 2001-07-01 | 17.8880977124514 |
| 2001-08-01 | 17.2741817344700 |
| 2001-09-01 | 17.0303703040056 |
| 2001-10-01 | 17.1973513827235 |
| 2001-11-01 | 17.2367483595121 |
| 2001-12-01 | 17.5287542795574 |
| 2002-01-01 | 17.6482855803989 |
| 2002-02-01 | 17.6568548960472 |
| 2002-03-01 | 17.8105802964115 |
| 2002-04-01 | 17.5176887480720 |
| 2002-05-01 | 17.3993955221629 |
| 2002-06-01 | 17.1090429175443 |
| 2002-07-01 | 17.3907317498750 |
| 2002-08-01 | 17.4102757580499 |
| 2002-09-01 | 17.3793454829727 |
| 2002-10-01 | 17.3911030112354 |
| 2002-11-01 | 17.3405228548437 |
| 2002-12-01 | 17.2557020424558 |
| 2003-01-01 | 15.9493441807316 |
| 2003-02-01 | 16.0536355897090 |
| 2003-03-01 | 15.7082475922747 |
| 2003-04-01 | 15.5886954697207 |
| 2003-05-01 | 15.6395828037514 |
| 2003-06-01 | 15.5322439284207 |
| 2003-07-01 | 15.5010404655785 |
| 2003-08-01 | 15.5570620643528 |
| 2003-09-01 | 15.5071562170460 |
| 2003-10-01 | 15.7084404285512 |
| 2003-11-01 | 15.7515570001460 |
| 2003-12-01 | 15.4594345946541 |
| 2004-01-01 | 15.7339008126535 |
| 2004-02-01 | 15.8275835812688 |
| 2004-03-01 | 15.8851934617968 |
| 2004-04-01 | 15.7189435190744 |
| 2004-05-01 | 15.8309554827108 |
| 2004-06-01 | 15.8082240671265 |
| 2004-07-01 | 16.3808012717366 |
| 2004-08-01 | 16.4625150723655 |
| 2004-09-01 | 16.6056223801260 |
| 2004-10-01 | 16.9127712132636 |
| 2004-11-01 | 16.6532393953111 |
| 2004-12-01 | 16.7635177247634 |
| 2005-01-01 | 16.6541815601434 |
| 2005-02-01 | 17.0462340199335 |
| 2005-03-01 | 17.5102116362310 |
| 2005-04-01 | 17.7448013307060 |
| 2005-05-01 | 17.8126749534285 |
| 2005-06-01 | 17.9544338742666 |
| 2005-07-01 | 17.9513325374035 |
| 2005-08-01 | 17.9273604779302 |
| 2005-09-01 | 18.0934241603853 |
| 2005-10-01 | 18.2169144653004 |
| 2005-11-01 | 18.3400984049451 |
| 2005-12-01 | 18.4583919555495 |
| 2006-01-01 | 18.5146393899602 |
| 2006-02-01 | 18.4887275289373 |
| 2006-03-01 | 18.4723888147081 |
| 2006-04-01 | 18.2322608879158 |
| 2006-05-01 | 18.2867833235632 |
| 2006-06-01 | 18.2625428033219 |
| 2006-07-01 | 18.0453890427870 |
| 2006-08-01 | 18.0062121804541 |
| 2006-09-01 | 18.0957021907126 |
| 2006-10-01 | 18.0288867210362 |
| 2006-11-01 | 18.1286877723231 |
| 2006-12-01 | 18.3385909711728 |
| 2007-01-01 | 18.2017520520093 |
| 2007-02-01 | 18.2731822138272 |
| 2007-03-01 | 18.2299835910012 |
| 2007-04-01 | 18.5123183437971 |
| 2007-05-01 | 18.5825496946704 |
| 2007-06-01 | 18.7939992238567 |
| 2007-07-01 | 18.7309435209276 |
| 2007-08-01 | 18.3657899417141 |
| 2007-09-01 | 18.1955016767731 |
| 2007-10-01 | 18.0368419346730 |
| 2007-11-01 | 17.8070338687016 |
| 2007-12-01 | 17.7125153528921 |
| 2008-01-01 | 17.7913771208766 |
| 2008-02-01 | 17.8609394703287 |
| 2008-03-01 | 17.6865566365649 |
| 2008-04-01 | 17.7818802898481 |
| 2008-05-01 | 17.7771244662307 |
| 2008-06-01 | 17.7613526124003 |
| 2008-07-01 | 17.8403193659526 |
| 2008-08-01 | 17.9450253438185 |
| 2008-09-01 | 18.1038029773211 |
| 2008-10-01 | 17.7330260938158 |
| 2008-11-01 | 17.7835359739571 |
| 2008-12-01 | 17.5167457742905 |
| 2009-01-01 | 17.2645557216593 |
| 2009-02-01 | 17.1322562025092 |
| 2009-03-01 | 16.9276906240185 |
| 2009-04-01 | 16.7636455444108 |
| 2009-05-01 | 16.7794945210611 |
| 2009-06-01 | 16.8108728609549 |
| 2009-07-01 | 16.9455364605743 |
| 2009-08-01 | 17.1403381141303 |
| 2009-09-01 | 17.3060171109500 |
| 2009-10-01 | 17.6175983444654 |
| 2009-11-01 | 17.7668158079780 |
| 2009-12-01 | 17.9391721290679 |
| 2010-01-01 | 18.0827853359467 |
| 2010-02-01 | 18.1623970293614 |
| 2010-03-01 | 18.2999129586639 |
| 2010-04-01 | 18.4464145434797 |
| 2010-05-01 | 18.2526090928494 |
| 2010-06-01 | 18.3057784251746 |
| 2010-07-01 | 18.6306351132174 |
| 2010-08-01 | 18.4937275018468 |
| 2010-09-01 | 18.4985890100273 |
| 2010-10-01 | 18.4722026360362 |
| 2010-11-01 | 18.6471634336362 |
| 2010-12-01 | 18.8627596468426 |
| 2011-01-01 | 18.9077086787912 |
| 2011-02-01 | 18.9959624580964 |
| 2011-03-01 | 19.2634389598552 |
| 2011-04-01 | 19.4482827981725 |
| 2011-05-01 | 19.6372931452265 |
| 2011-06-01 | 19.5822539085504 |
| 2011-07-01 | 19.5247379399045 |
| 2011-08-01 | 19.4369994240581 |
| 2011-09-01 | 19.6018158825493 |
| 2011-10-01 | 19.5252834623562 |
| 2011-11-01 | 19.7222385564655 |
| 2011-12-01 | 19.7696894314182 |
| 2012-01-01 | 20.1660370804601 |
| 2012-02-01 | 20.2503774611481 |
| 2012-03-01 | 20.1965819114439 |
| 2012-04-01 | 20.4701662369219 |
| 2012-05-01 | 20.7238904707849 |
| 2012-06-01 | 20.8660973427875 |
| 2012-07-01 | 20.7228627922484 |
| 2012-08-01 | 20.5796544171634 |
| 2012-09-01 | 20.8072994629664 |
| 2012-10-01 | 20.8709679638197 |
| 2012-11-01 | 20.6908689025784 |
| 2012-12-01 | 20.6564977269907 |
| 2013-01-01 | 20.9057153529623 |
| 2013-02-01 | 21.0899160833273 |
| 2013-03-01 | 21.1187543045868 |
| 2013-04-01 | 21.0011263241919 |
| 2013-05-01 | 21.0428520618113 |
| 2013-06-01 | 20.8880631267332 |
| 2013-07-01 | 20.9121515179955 |
| 2013-08-01 | 21.3366532367121 |
| 2013-09-01 | 21.7226682996125 |
| 2013-10-01 | 21.2370846046216 |
| 2013-11-01 | 20.9596299490562 |
| 2013-12-01 | 20.9316934951364 |
| 2014-01-01 | 20.0040058188615 |
| 2014-02-01 | 19.8596502629292 |
| 2014-03-01 | 20.0368958205687 |
| 2014-04-01 | 20.3341394921785 |
| 2014-05-01 | 20.3659363795284 |
| 2014-06-01 | 20.8438995988240 |
| 2014-07-01 | 21.4078831053015 |
| 2014-08-01 | 21.0450514334835 |
| 2014-09-01 | 20.4336311784814 |
| 2014-10-01 | 20.4322234826630 |
| 2014-11-01 | 20.4423901535470 |
| 2014-12-01 | 20.1911613065114 |
| 2015-01-01 | 20.0256366659014 |
| 2015-02-01 | 19.8563352471723 |
| 2015-03-01 | 19.7828834375500 |
| 2015-04-01 | 19.3476789452623 |
| 2015-05-01 | 19.1981014309337 |
| 2015-06-01 | 18.9042646271995 |
| 2015-07-01 | 18.8196175440110 |
| 2015-08-01 | 18.6259418736998 |
| 2015-09-01 | 18.9446048836840 |
| 2015-10-01 | 19.4582809912846 |
| 2015-11-01 | 19.2480597997456 |
| 2015-12-01 | 19.4671909027260 |
| 2016-01-01 | 19.5399334970201 |
| 2016-02-01 | 19.4361033889068 |
| 2016-03-01 | 19.5144334518818 |
| 2016-04-01 | 19.4550651925629 |
| 2016-05-01 | 19.2035107244572 |
| 2016-06-01 | 19.0232127532776 |
| 2016-07-01 | 19.1876000392173 |
| 2016-08-01 | 18.9576642536347 |
| 2016-09-01 | 18.7162340254977 |
| 2016-10-01 | 18.6049200438633 |
| 2016-11-01 | 18.3736730526934 |
| 2016-12-01 | 18.1707246000659 |
| 2017-01-01 | 17.9984990086787 |
| 2017-02-01 | 17.8655057474671 |
| 2017-03-01 | 17.8603923940472 |
| 2017-04-01 | 18.0640163056082 |
| 2017-05-01 | 17.8151783938497 |
| 2017-06-01 | 17.6211635418046 |
| 2017-07-01 | 17.4773723893485 |
| 2017-08-01 | 17.5337986150555 |
| 2017-09-01 | 17.5815367655812 |
| 2017-10-01 | 17.5365957203465 |
| 2017-11-01 | 17.5944745637168 |
| 2017-12-01 | 17.7055491485630 |
| 2018-01-01 | 17.8124617811196 |
| 2018-02-01 | 17.9387429449918 |
| 2018-03-01 | 17.8593967380693 |
| 2018-04-01 | 17.7699798052845 |
| 2018-05-01 | 17.6994891740226 |
| 2018-06-01 | 17.9017025063535 |
| 2018-07-01 | 17.4677166434907 |
| 2018-08-01 | 17.3624490077458 |
| 2018-09-01 | 17.3419434106039 |
| 2018-10-01 | 17.4399481573733 |
| 2018-11-01 | 17.4060222998458 |
| 2018-12-01 | 17.4595919749477 |
| 2019-01-01 | 17.1920835050754 |
| 2019-02-01 | 17.1839941317490 |
| 2019-03-01 | 17.3721986610821 |
| 2019-04-01 | 17.3766682240458 |
| 2019-05-01 | 17.2944901128453 |
| 2019-06-01 | 17.4791750213448 |
| 2019-07-01 | 17.5671461705386 |
| 2019-08-01 | 17.4783375840217 |
| 2019-09-01 | 17.3206212757725 |
| 2019-10-01 | 16.8282675764817 |
| 2019-11-01 | 16.7161514345503 |
| 2019-12-01 | 16.7050052228928 |
| 2020-01-01 | 17.0868253182964 |
| 2020-02-01 | 16.8620334885127 |
| 2020-03-01 | 16.6581766321437 |
| 2020-04-01 | 14.6590950267623 |
| 2020-05-01 | 14.9052847010371 |
| 2020-06-01 | 15.1947556866534 |
| 2020-07-01 | 15.3258462874988 |
| 2020-08-01 | 15.3289478654677 |
| 2020-09-01 | 15.6210615341721 |
| 2020-10-01 | 15.7310839724774 |
| 2020-11-01 | 15.9425114767576 |
| 2020-12-01 | 16.1448775220967 |
| 2021-01-01 | 15.5035266142978 |
| 2021-02-01 | 15.3160643655297 |
| 2021-03-01 | 15.4153109267381 |
| 2021-04-01 | 15.6595968277363 |
| 2021-05-01 | 15.4997540100758 |
| 2021-06-01 | 15.0006545324789 |
| 2021-07-01 | 15.0453215642159 |
| 2021-08-01 | 15.1460977196591 |
| 2021-09-01 | 15.0217322577545 |
| 2021-10-01 | 15.3256168268355 |
| 2021-11-01 | 15.3588443083144 |
| 2021-12-01 | 15.2566596426406 |
| 2022-01-01 | 15.5930558639834 |
| 2022-02-01 | 15.6321421299802 |
| 2022-03-01 | 15.5925017701114 |
| 2022-04-01 | 15.5372514408959 |
| 2022-05-01 | 15.4829092438473 |
| 2022-06-01 | 15.5074098098914 |
| 2022-07-01 | 15.4623381639089 |
| 2022-08-01 | 15.4471871679983 |
| 2022-09-01 | 15.5183573406779 |
| 2022-10-01 | 15.5245954914238 |
| 2022-11-01 | 15.3724778253237 |
| 2022-12-01 | 15.5697672685901 |
| 2023-01-01 | 15.5759243803531 |
| 2023-02-01 | 15.5377184649000 |
| 2023-03-01 | 15.6689555549891 |
| 2023-04-01 | 15.6236693044830 |
| 2023-05-01 | 15.4703250899521 |
| 2023-06-01 | 15.6163673004361 |
| 2023-07-01 | 15.4744656452531 |
| 2023-08-01 | 15.4533794167514 |
| 2023-09-01 | 15.4240474527022 |
| 2023-10-01 | 15.2311286884359 |
| 2023-11-01 | 15.1838263714022 |
| 2023-12-01 | 15.1469843628968 |
| 2024-01-01 | 15.2713193819147 |
| 2024-02-01 | 15.0500942876738 |
| 2024-03-01 | 15.1447640854223 |
| 2024-04-01 | 15.0070061983546 |
| 2024-05-01 | 15.1714398933169 |
| 2024-06-01 | 15.0239361778966 |
| 2024-07-01 | 15.1780023708693 |
| 2024-08-01 | 15.1520521202741 |
| 2024-09-01 | 14.9279498549775 |
| 2024-10-01 | 15.0491494649917 |
| 2024-11-01 | 15.0933614927028 |
| 2024-12-01 | 15.0287275547844 |
| 2025-01-01 | 14.9641277968446 |
| 2025-02-01 | 15.1681189177473 |
| 2025-03-01 | 14.9407723412879 |
| 2025-04-01 | 15.0086600997878 |
| 2025-05-01 | 14.9719474191779 |
| 2025-06-01 | 14.9224331396715 |
| 2025-07-01 | 14.8708639004865 |
| 2025-08-01 | 14.8533132639650 |
| 2025-09-01 | 14.9276873840962 |
| 2025-10-01 | 14.9613996711821 |
| 2025-11-01 | 14.9890040387704 |
| 2025-12-01 | 15.0123067877727 |