Title: All Employees: Professional and Business Services in Lima, OH (MSA) Series ID: LIMA639PBSV 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 2024-03-01 Last Updated: 2024-04-20 7:00 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/LIMA639PBSVN). 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 2.8294271228822203 1990-02-01 2.9476708301879304 1990-03-01 3.0319410920762400 1990-04-01 2.7883334458580200 1990-05-01 2.9340102494777300 1990-06-01 2.8947892616329503 1990-07-01 3.0276769322589100 1990-08-01 3.4482349410673500 1990-09-01 3.2867988026461696 1990-10-01 3.7231632531366200 1990-11-01 3.6112928361520000 1990-12-01 3.7820043319847900 1991-01-01 4.0269129128325300 1991-02-01 3.9489697492579800 1991-03-01 4.0290657254807900 1991-04-01 4.2782268501417200 1991-05-01 4.2315790534883900 1991-06-01 4.5003524964081600 1991-07-01 4.5316822264242500 1991-08-01 4.5456402934614100 1991-09-01 4.7901590246331500 1991-10-01 4.8271686630749100 1991-11-01 4.8220383392788600 1991-12-01 4.6811756298464600 1992-01-01 4.7153684137183705 1992-02-01 4.7642144303430705 1992-03-01 4.6286266608256210 1992-04-01 4.6514590584805000 1992-05-01 4.7189695900658400 1992-06-01 4.5931589424911290 1992-07-01 4.5422784706937700 1992-08-01 4.4533286203636600 1992-09-01 4.3059603205956000 1992-10-01 4.0477727903615900 1992-11-01 4.2244491828935296 1992-12-01 4.2703495857316000 1993-01-01 4.0096721504685900 1993-02-01 4.1779888294314910 1993-03-01 4.2266166831154800 1993-04-01 4.2145593541171800 1993-05-01 4.1907010638393300 1993-06-01 4.0842397476773700 1993-07-01 4.4625884965577000 1993-08-01 4.4576010250367500 1993-09-01 4.6478657558995400 1993-10-01 4.6745040044870700 1993-11-01 4.7255455664923890 1993-12-01 4.7468321791710900 1994-01-01 5.1086411354410900 1994-02-01 5.0932630562104695 1994-03-01 5.1170800579467800 1994-04-01 5.1701228924581700 1994-05-01 5.0606656580185300 1994-06-01 5.2688746140967410 1994-07-01 5.4819272636780900 1994-08-01 5.7776237940073000 1994-09-01 5.8031334895204900 1994-10-01 5.0974739133441105 1994-11-01 5.0154221440082600 1994-12-01 5.2223218422615190 1995-01-01 5.3161258228608200 1995-02-01 5.1998558909672900 1995-03-01 5.3983484217103900 1995-04-01 5.3341718014532000 1995-05-01 5.4314914816693200 1995-06-01 5.4636005509610905 1995-07-01 5.3070679362133895 1995-08-01 5.2889176289745700 1995-09-01 5.2651481200946110 1995-10-01 5.2014754665796210 1995-11-01 5.4043741128024900 1995-12-01 5.2851845671534110 1996-01-01 5.1315013928538610 1996-02-01 5.1171356342109700 1996-03-01 4.9824798524039600 1996-04-01 5.1038287408953895 1996-05-01 5.2126195752223300 1996-06-01 4.9606852726826505 1996-07-01 4.8211804894527500 1996-08-01 4.8054404234446100 1996-09-01 4.7188735635811500 1996-10-01 4.7906377128173490 1996-11-01 4.7759275325178900 1996-12-01 4.7504554932995700 1997-01-01 4.9672486526640500 1997-02-01 5.0304793889030500 1997-03-01 4.9782310175964910 1997-04-01 4.7775386750580800 1997-05-01 5.1002383398791000 1997-06-01 5.3704841729326910 1997-07-01 5.1281143496453090 1997-08-01 5.0075033967928500 1997-09-01 5.0532810577888300 1997-10-01 5.0752752355804910 1997-11-01 5.1598418610609810 1997-12-01 5.2198680039336605 1998-01-01 5.2018778707940300 1998-02-01 5.2318255600621600 1998-03-01 5.3762912690771400 1998-04-01 4.6709112404096600 1998-05-01 4.6948380437573400 1998-06-01 4.7878308686816204 1998-07-01 4.7247692359922300 1998-08-01 4.8140037190516700 1998-09-01 5.0636763214750190 1998-10-01 4.8581929557625000 1998-11-01 4.8539065758855800 1998-12-01 4.9089734989213500 1999-01-01 4.7158133028240200 1999-02-01 4.7149098679110710 1999-03-01 4.5687776079846210 1999-04-01 4.8777726187646100 1999-05-01 4.9037325213095800 1999-06-01 4.9122191376485995 1999-07-01 5.1302399826158100 1999-08-01 5.2080015748221500 1999-09-01 5.1603097961315600 1999-10-01 5.3481071724606610 1999-11-01 5.3621020531648200 1999-12-01 5.3147582724234200 2000-01-01 5.2028431202456700 2000-02-01 5.2804214751149100 2000-03-01 5.1534115329647900 2000-04-01 5.4974188736197700 2000-05-01 5.4145345134446110 2000-06-01 5.3333680662905305 2000-07-01 5.3398784930078600 2000-08-01 5.3139985945734100 2000-09-01 5.3626469492374700 2000-10-01 5.1484599602837200 2000-11-01 5.0604491099432700 2000-12-01 5.1336825968153400 2001-01-01 5.0739671192040900 2001-02-01 5.0313551050806800 2001-03-01 4.9303568745853500 2001-04-01 4.9114312141537400 2001-05-01 5.0317212159797900 2001-06-01 5.0457451245072000 2001-07-01 4.9634995618541105 2001-08-01 4.9251607757726400 2001-09-01 5.0712287710518700 2001-10-01 5.0601072227690500 2001-11-01 4.9597349410238790 2001-12-01 4.9596952968603800 2002-01-01 5.0285455835935100 2002-02-01 4.9730717989347590 2002-03-01 4.9081174888285800 2002-04-01 4.6295353448327194 2002-05-01 4.7402343072441795 2002-06-01 4.7488656256964100 2002-07-01 4.7881897216233700 2002-08-01 4.8512662026783495 2002-09-01 4.6845957925322310 2002-10-01 4.6723677653332590 2002-11-01 4.7534115980534000 2002-12-01 4.6822541015492405 2003-01-01 4.9880392438801100 2003-02-01 4.9248654385543600 2003-03-01 4.8785917044597400 2003-04-01 4.8445323210806700 2003-05-01 4.8508076855591400 2003-06-01 4.8459958031932900 2003-07-01 4.9186588190977005 2003-08-01 4.8679830917842200 2003-09-01 4.6989269185651400 2003-10-01 4.9877780126749010 2003-11-01 5.0436838010043100 2003-12-01 4.9930271281830100 2004-01-01 4.9556065983657600 2004-02-01 4.8931198657034290 2004-03-01 4.8602763394799900 2004-04-01 4.7555346760544195 2004-05-01 4.6549178125103800 2004-06-01 4.6460294915215705 2004-07-01 4.5403635216057400 2004-08-01 4.5894441134352100 2004-09-01 4.6102585026071600 2004-10-01 4.6900042238866510 2004-11-01 4.7266852805780000 2004-12-01 4.7857691931955990 2005-01-01 4.8375549059846605 2005-02-01 4.8872119246421395 2005-03-01 4.8512992676435090 2005-04-01 5.0648681211696000 2005-05-01 5.1638790849859010 2005-06-01 5.1472308681575600 2005-07-01 5.1532733486002100 2005-08-01 5.0983815174518210 2005-09-01 5.0139610594596000 2005-10-01 4.8916267319982200 2005-11-01 4.6133137592968705 2005-12-01 4.6665238347292500 2006-01-01 4.5238661126549700 2006-02-01 4.5905564116339410 2006-03-01 4.5539972084722400 2006-04-01 4.4830204760765400 2006-05-01 4.4704497331847400 2006-06-01 4.4520800155572310 2006-07-01 4.3533060509699300 2006-08-01 4.4064747692249600 2006-09-01 4.4146240819509610 2006-10-01 4.2915444799329200 2006-11-01 4.3990614464507300 2006-12-01 4.4383029776820590 2007-01-01 4.6120155364155595 2007-02-01 4.5998375594014900 2007-03-01 4.5522711628065800 2007-04-01 4.6034721765745590 2007-05-01 4.5852161753154300 2007-06-01 4.5614378440981300 2007-07-01 4.5562880482304700 2007-08-01 4.5032681066322800 2007-09-01 4.6244057706360900 2007-10-01 4.6938069798062000 2007-11-01 4.6804949546719700 2007-12-01 4.7111108623409700 2008-01-01 4.5935516455389100 2008-02-01 4.5039095987844510 2008-03-01 4.3471739149743500 2008-04-01 4.5191234056667990 2008-05-01 4.5003819540688100 2008-06-01 4.5794007931614800 2008-07-01 4.6658277833331400 2008-08-01 4.6072415729629200 2008-09-01 4.7378552406919200 2008-10-01 4.3934614782514000 2008-11-01 4.1586289645028200 2008-12-01 4.1756582495295300 2009-01-01 4.0758383670291800 2009-02-01 4.1089717436103400 2009-03-01 4.0425726405803300 2009-04-01 3.9280728787313900 2009-05-01 3.8112713838791095 2009-06-01 3.8979076110169704 2009-07-01 3.9829032716523396 2009-08-01 3.9101133106518704 2009-09-01 3.8543653243305500 2009-10-01 3.7877732255370598 2009-11-01 3.8404116822477206 2009-12-01 3.8528579781262100 2010-01-01 3.8632822669857996 2010-02-01 3.8095126670696300 2010-03-01 3.8438571353466000 2010-04-01 3.8252549232598300 2010-05-01 3.8076725380015497 2010-06-01 3.8126361318947700 2010-07-01 3.6996577684068800 2010-08-01 3.6137552665758700 2010-09-01 3.7687833631723900 2010-10-01 3.8845565931054300 2010-11-01 3.9319891036916400 2010-12-01 3.9458647313548796 2011-01-01 3.9559311391964798 2011-02-01 3.9049121223180700 2011-03-01 3.9465867105087202 2011-04-01 3.9167760587354600 2011-05-01 3.7905755356027995 2011-06-01 3.9178542036348100 2011-07-01 3.9166942957086004 2011-08-01 4.0237541459816600 2011-09-01 4.0814621972212710 2011-10-01 4.0734166738817400 2011-11-01 4.1340750067999394 2011-12-01 4.2566064737654110 2012-01-01 4.2475429451064900 2012-02-01 4.4004815322091110 2012-03-01 4.2501209469060000 2012-04-01 4.3021814911607600 2012-05-01 4.3732911523641800 2012-06-01 4.3159772922884700 2012-07-01 4.4257338951036695 2012-08-01 4.4401283739337310 2012-09-01 4.4885729525368205 2012-10-01 4.5659900037906800 2012-11-01 4.7381063657034600 2012-12-01 4.7674899556096100 2013-01-01 4.4412999676488700 2013-02-01 4.4960784350862095 2013-03-01 4.5548055040450090 2013-04-01 4.8951344483886100 2013-05-01 5.0615720203545500 2013-06-01 5.2104055173855200 2013-07-01 4.9194335795332800 2013-08-01 4.9601526880191700 2013-09-01 4.8948880569213000 2013-10-01 4.8596786209709900 2013-11-01 4.8372599103072810 2013-12-01 4.7798910103701200 2014-01-01 4.8400762912766600 2014-02-01 4.8912242377094300 2014-03-01 4.8542672098923900 2014-04-01 4.7924535599772190 2014-05-01 4.8622141735492410 2014-06-01 4.7968039328379100 2014-07-01 4.8099641580154410 2014-08-01 4.7789322301061800 2014-09-01 4.8031228831746910 2014-10-01 4.8652597635949100 2014-11-01 4.7301047725680900 2014-12-01 4.7883079538354500 2015-01-01 4.8342940471400000 2015-02-01 4.7766099839357600 2015-03-01 4.8450258970505800 2015-04-01 4.9009283648544200 2015-05-01 4.8716058265126900 2015-06-01 4.8872340096836390 2015-07-01 4.9074090092800700 2015-08-01 4.8974523183311600 2015-09-01 4.9139603374450100 2015-10-01 4.8658405829111910 2015-11-01 4.9194179119018400 2015-12-01 4.8876231038624300 2016-01-01 4.8272294979982810 2016-02-01 4.6630038459260600 2016-03-01 4.7337925738011300 2016-04-01 4.7064166869817905 2016-05-01 4.5915378319714600 2016-06-01 4.6817377590577500 2016-07-01 4.7129081800495600 2016-08-01 4.6047232454901110 2016-09-01 4.6257210003350300 2016-10-01 4.5700122335168200 2016-11-01 4.6087703524189300 2016-12-01 4.5788669281411100 2017-01-01 4.4193751835865800 2017-02-01 4.5400943525897100 2017-03-01 4.5260499775734800 2017-04-01 4.5195716191487900 2017-05-01 4.5137778101725700 2017-06-01 4.5876788073437895 2017-07-01 4.5199305035583800 2017-08-01 4.4969203831890000 2017-09-01 4.5360181861630900 2017-10-01 4.5722662001671100 2017-11-01 4.6016833316694290 2017-12-01 4.5643134485022600 2018-01-01 4.6183729147146600 2018-02-01 4.6203070162087900 2018-03-01 4.6219764651400310 2018-04-01 4.5283675133995700 2018-05-01 4.5366528852000990 2018-06-01 4.4925689457399800 2018-07-01 4.5286617414462100 2018-08-01 4.5787152232342300 2018-09-01 4.7480742461222900 2018-10-01 4.6708193131028890 2018-11-01 4.6995610430734910 2018-12-01 4.7560985855789190 2019-01-01 4.8191408647179905 2019-02-01 4.9014331537805700 2019-03-01 4.9168798698515700 2019-04-01 5.1355936395113400 2019-05-01 5.2515885944892196 2019-06-01 5.2038047225719010 2019-07-01 5.2358183403375310 2019-08-01 5.2578680574490500 2019-09-01 5.2570711422190500 2019-10-01 5.3694228627013900 2019-11-01 5.2074380101714700 2019-12-01 5.3450548735910700 2020-01-01 5.4223510206158100 2020-02-01 5.4952485942279290 2020-03-01 5.5127493312659210 2020-04-01 4.7258994429074100 2020-05-01 4.8544592217856510 2020-06-01 5.0153498278817600 2020-07-01 5.1416564880005000 2020-08-01 5.3468457672452500 2020-09-01 5.5683757837871810 2020-10-01 5.4670326554884690 2020-11-01 5.6194488612356600 2020-12-01 5.7375946285681390 2021-01-01 5.7228043910891900 2021-02-01 5.7939652458827500 2021-03-01 5.8088782204483610 2021-04-01 5.7112128382523500 2021-05-01 5.7472782354672900 2021-06-01 5.8250643193599405 2021-07-01 5.8454428439286300 2021-08-01 5.8452181293898090 2021-09-01 5.6764481565616800 2021-10-01 5.8730380312505500 2021-11-01 5.8323518234888210 2021-12-01 5.7289946315348210 2022-01-01 5.7236794587912690 2022-02-01 5.6957377328304510 2022-03-01 5.7018061888085310 2022-04-01 5.7933172146791305 2022-05-01 5.7359005220138210 2022-06-01 5.6295579970750090 2022-07-01 5.7487293030334400 2022-08-01 5.7554097409113490 2022-09-01 5.7848813364033305 2022-10-01 5.7728715052608500 2022-11-01 5.8428159988711610 2022-12-01 5.9301471283088200 2023-01-01 5.9216006898763100 2023-02-01 5.8977693206599495 2023-03-01 5.8940898691919600 2023-04-01 5.8781327408086600 2023-05-01 5.8227081822867000 2023-06-01 5.6327896091508090 2023-07-01 5.5515336355011900 2023-08-01 5.4668147626682900 2023-09-01 5.3888834930935500 2023-10-01 5.3766827437815190 2023-11-01 5.2511808371249400 2023-12-01 5.2303890354233300 2024-01-01 5.2196711130493700 2024-02-01 5.2003486825882900 2024-03-01 5.1880778914671910