NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Professional and Business Services in Mansfield, OH (MSA) Series ID: MANS939PBSV 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 6:06 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/MANS939PBSVN). 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 4.3389624996724200 1990-02-01 4.2429049337937310 1990-03-01 4.4674916504030310 1990-04-01 4.5787553943179800 1990-05-01 4.6782868062226400 1990-06-01 4.5174353664585905 1990-07-01 4.5176751781723200 1990-08-01 4.4188738140709600 1990-09-01 4.4959260041803800 1990-10-01 4.4195209666382500 1990-11-01 4.3880549913274400 1990-12-01 4.3473308735853795 1991-01-01 4.1280031041030300 1991-02-01 4.1299666403456800 1991-03-01 4.1691134210527900 1991-04-01 3.9922056813001000 1991-05-01 4.0908420143704600 1991-06-01 4.3123008551978400 1991-07-01 4.3126602079308000 1991-08-01 4.4002655837514100 1991-09-01 4.2918095700079900 1991-10-01 4.3320106344403600 1991-11-01 4.4047388107286700 1991-12-01 4.5536021143409000 1992-01-01 4.3154571952052400 1992-02-01 4.2119213757441400 1992-03-01 4.1586651535134100 1992-04-01 4.2174846548447995 1992-05-01 4.1139478821461600 1992-06-01 3.9062986112808300 1992-07-01 3.6079594630386502 1992-08-01 3.6657955167133200 1992-09-01 3.7872044443515303 1992-10-01 4.0387435254606490 1992-11-01 4.0233483797744190 1992-12-01 4.0683908866224100 1993-01-01 4.3010130969282800 1993-02-01 4.4991008544406200 1993-03-01 4.4474514374360800 1993-04-01 4.5523542424744200 1993-05-01 4.5324226970787300 1993-06-01 4.5969266695174900 1993-07-01 4.7064520656632000 1993-08-01 4.7359347398977590 1993-09-01 4.8858083130212595 1993-10-01 4.6351891636339810 1993-11-01 4.6290483704680600 1993-12-01 4.6764447621871295 1994-01-01 4.7924230057335300 1994-02-01 4.7914271877075810 1994-03-01 4.7400176679874300 1994-04-01 4.7965685164807190 1994-05-01 4.8459596357970500 1994-06-01 4.9834985217663400 1994-07-01 5.0112801068843100 1994-08-01 5.1183216515509900 1994-09-01 4.9832330016202600 1994-10-01 4.9272475681077800 1994-11-01 4.9172011533841900 1994-12-01 5.0719939146329600 1995-01-01 5.0842945748073400 1995-02-01 5.1941327986634000 1995-03-01 5.4467479104920800 1995-04-01 5.6411568444869200 1995-05-01 5.4466131483414600 1995-06-01 5.3627033150626700 1995-07-01 5.1223688071439690 1995-08-01 5.5198837325311900 1995-09-01 5.4934037230108790 1995-10-01 5.5108168501631700 1995-11-01 5.4010151930534900 1995-12-01 5.2420230746108900 1996-01-01 5.1902218227349300 1996-02-01 5.1035908022007690 1996-03-01 5.0508732469629500 1996-04-01 4.8712708566554400 1996-05-01 4.8361856028276700 1996-06-01 4.9460301089823700 1996-07-01 4.9413303742503800 1996-08-01 4.9360983409640600 1996-09-01 4.9163162876672500 1996-10-01 4.8906720841811100 1996-11-01 5.0775415182377300 1996-12-01 4.9014948385776000 1997-01-01 5.1960677559779690 1997-02-01 4.8247290016940900 1997-03-01 4.7695239535228800 1997-04-01 4.8715050680306900 1997-05-01 5.0171793498200700 1997-06-01 5.0342504916631910 1997-07-01 4.5492780381726100 1997-08-01 4.8607670873112900 1997-09-01 5.0491433651215300 1997-10-01 5.0686256615269100 1997-11-01 5.1717732551700895 1997-12-01 5.0685355223500090 1998-01-01 5.0989370928413090 1998-02-01 5.0483304007539100 1998-03-01 4.8995513738034500 1998-04-01 4.7383413744521600 1998-05-01 4.5831690923086300 1998-06-01 4.7284718229186300 1998-07-01 4.6541278845574200 1998-08-01 4.6833080345157100 1998-09-01 4.6687128291470700 1998-10-01 4.7653400271685310 1998-11-01 4.6875678483835195 1998-12-01 4.9548549263755100 1999-01-01 4.8882783660713500 1999-02-01 5.0683876167826700 1999-03-01 5.1248965539781100 1999-04-01 4.9888692894787310 1999-05-01 4.9628245828922200 1999-06-01 4.8211012975998610 1999-07-01 4.3491550455689400 1999-08-01 4.6932140795869690 1999-09-01 4.5824605938278400 1999-10-01 4.5754171759554910 1999-11-01 4.6243972554729400 1999-12-01 4.5522125244907405 2000-01-01 4.3729489493541800 2000-02-01 4.2812978653227995 2000-03-01 4.2396618930333100 2000-04-01 4.5303752309246800 2000-05-01 4.7479538223013200 2000-06-01 4.5261742689286795 2000-07-01 4.7488185046104900 2000-08-01 4.6939977961170400 2000-09-01 4.6846799296079800 2000-10-01 4.7961722615141000 2000-11-01 4.6514077639632200 2000-12-01 4.3603525805296700 2001-01-01 4.6450553294019100 2001-02-01 4.2922895361837790 2001-03-01 4.5452884411333300 2001-04-01 4.6862081458286300 2001-05-01 4.7613105011493800 2001-06-01 4.7299655437231200 2001-07-01 4.6436811241611110 2001-08-01 4.6962147183005705 2001-09-01 4.6726290079074300 2001-10-01 4.5147088135464900 2001-11-01 4.3670882544472000 2001-12-01 4.1668769982531810 2002-01-01 4.6165128521696110 2002-02-01 4.7963129157911300 2002-03-01 4.7578369404868000 2002-04-01 4.6628331994118300 2002-05-01 4.5764924366222400 2002-06-01 4.6287892464115306 2002-07-01 4.5504383844070900 2002-08-01 4.4987430177777900 2002-09-01 4.5495111661840895 2002-10-01 4.6346054105607900 2002-11-01 4.7704671180547000 2002-12-01 4.7700240291813790 2003-01-01 4.7896498296517600 2003-02-01 4.7935815058562300 2003-03-01 4.6548003346119300 2003-04-01 4.7627247679404405 2003-05-01 4.7090057454174010 2003-06-01 4.6279110605611610 2003-07-01 4.7615899488868500 2003-08-01 4.8062675208510900 2003-09-01 4.7208841712385590 2003-10-01 4.7395425519634900 2003-11-01 4.7582430556234800 2003-12-01 4.7630317676011700 2004-01-01 4.8828301756654190 2004-02-01 4.7888058537403000 2004-03-01 4.8556665122708400 2004-04-01 4.7820372369278100 2004-05-01 4.7289382658039690 2004-06-01 4.8347182834375300 2004-07-01 4.7693811154145600 2004-08-01 4.7033005835064200 2004-09-01 4.7965600140543900 2004-10-01 4.6365493578278900 2004-11-01 4.5335592371634400 2004-12-01 4.5547565065321800 2005-01-01 4.3887986143943705 2005-02-01 4.3992795135650900 2005-03-01 4.2626069728954000 2005-04-01 4.4058914343453200 2005-05-01 4.4450942208832200 2005-06-01 4.4424343079652900 2005-07-01 4.3642448747948500 2005-08-01 4.3960173269695900 2005-09-01 4.3696372902180500 2005-10-01 4.4146782225154100 2005-11-01 4.4033319879823300 2005-12-01 4.4561731454444600 2006-01-01 4.5084995203967100 2006-02-01 4.5259721764434600 2006-03-01 4.5875400970648800 2006-04-01 4.5318373981218500 2006-05-01 4.4382283292102500 2006-06-01 4.4381362973600800 2006-07-01 4.4521428929776500 2006-08-01 4.4745089925129600 2006-09-01 4.5556689592005100 2006-10-01 4.4926640493174100 2006-11-01 4.5867392810954410 2006-12-01 4.4666091119808200 2007-01-01 4.4337161630023800 2007-02-01 4.4520857610368400 2007-03-01 4.4048788130272900 2007-04-01 4.2494137691025490 2007-05-01 4.3322598732131600 2007-06-01 4.2250314819945100 2007-07-01 4.2361285155045000 2007-08-01 4.1546558553176600 2007-09-01 4.1475821642808700 2007-10-01 4.1707497046394110 2007-11-01 4.2804850598445700 2007-12-01 4.3842468176262800 2008-01-01 4.4677362509031600 2008-02-01 4.5721938694500500 2008-03-01 4.6185394222015800 2008-04-01 4.8495665322594100 2008-05-01 4.9069849068680190 2008-06-01 5.0120312143136100 2008-07-01 5.3249329264587200 2008-08-01 5.2275665246553700 2008-09-01 5.2562096399266400 2008-10-01 5.2705003111919910 2008-11-01 5.1995648311859000 2008-12-01 5.0033931783921910 2009-01-01 4.9954287664831900 2009-02-01 4.6774018983984810 2009-03-01 4.4162297203667400 2009-04-01 4.4221085290230400 2009-05-01 4.5754009870754400 2009-06-01 4.6028579944877800 2009-07-01 4.5307092289482810 2009-08-01 4.5023564253908200 2009-09-01 4.4696777363993600 2009-10-01 4.5872912057441795 2009-11-01 4.6403734208846500 2009-12-01 4.7217032867554805 2010-01-01 4.7204515274267200 2010-02-01 4.8660685473458800 2010-03-01 4.6932154813789010 2010-04-01 4.9705478174700700 2010-05-01 5.1258495521656600 2010-06-01 5.4067356627898100 2010-07-01 5.5610541715788310 2010-08-01 5.5925108651413100 2010-09-01 5.7992407498084300 2010-10-01 5.9195223520846100 2010-11-01 5.8847163332364300 2010-12-01 5.6292418130878200 2011-01-01 5.9242278740302300 2011-02-01 6.0349008005079900 2011-03-01 6.0527180295990100 2011-04-01 6.1096041330241800 2011-05-01 6.0978683025588090 2011-06-01 6.0291074399508800 2011-07-01 5.9989234747659410 2011-08-01 6.1044987358349300 2011-09-01 6.3242169363831500 2011-10-01 5.9460275738047890 2011-11-01 6.0167958168043810 2011-12-01 6.0263388026628400 2012-01-01 5.4129460951789010 2012-02-01 5.3972509932065590 2012-03-01 5.4129946102704800 2012-04-01 5.4573959251378605 2012-05-01 5.4854628134930390 2012-06-01 5.3682962061202400 2012-07-01 5.2290617681340095 2012-08-01 5.3362853566255195 2012-09-01 5.0502997830805190 2012-10-01 4.9636786226019500 2012-11-01 4.9186327295858800 2012-12-01 5.0111010567017100 2013-01-01 4.9856037652432700 2013-02-01 5.1619799061542300 2013-03-01 5.1951984819515190 2013-04-01 5.2220832430493700 2013-05-01 5.3026870528802400 2013-06-01 5.1107014198092200 2013-07-01 5.0407006399592310 2013-08-01 5.1680744262314200 2013-09-01 5.2685356438436200 2013-10-01 5.3643038411542500 2013-11-01 5.6027854100717000 2013-12-01 5.1910822615903610 2014-01-01 5.5589465357437010 2014-02-01 5.4362259084387010 2014-03-01 5.4891554072195100 2014-04-01 5.4152355725625710 2014-05-01 5.2357792764528800 2014-06-01 5.3360943580618100 2014-07-01 5.3403292891195310 2014-08-01 5.3001444908964200 2014-09-01 5.3818561843381390 2014-10-01 5.3548087069855100 2014-11-01 5.2695375729067300 2014-12-01 5.2800558923144810 2015-01-01 5.4269871645293200 2015-02-01 5.1226240015080100 2015-03-01 5.0904494663829905 2015-04-01 5.1422080155947810 2015-05-01 5.1777495217019290 2015-06-01 5.2345404398483400 2015-07-01 5.4275312548657500 2015-08-01 5.3189345934190800 2015-09-01 5.3830621886547400 2015-10-01 5.6367209352889100 2015-11-01 5.5517002951018210 2015-12-01 5.4771857539539500 2016-01-01 5.4077634488798290 2016-02-01 5.5237475080902700 2016-03-01 5.3984525818007300 2016-04-01 5.6821639720993400 2016-05-01 5.4934455702123290 2016-06-01 5.4089655682435190 2016-07-01 5.5090896788610600 2016-08-01 5.5228170052433590 2016-09-01 5.4913692650698490 2016-10-01 5.4338876097793610 2016-11-01 5.4430353733350305 2016-12-01 5.4841612903432600 2017-01-01 5.3939373003679090 2017-02-01 5.4334432144765590 2017-03-01 5.4096872671413400 2017-04-01 4.9146647826512195 2017-05-01 5.0846381905482700 2017-06-01 5.2736757799762690 2017-07-01 4.9907032531404810 2017-08-01 5.0118596764951900 2017-09-01 5.0058681990267900 2017-10-01 4.9520978315007310 2017-11-01 5.3481390769745600 2017-12-01 4.8861873427414200 2018-01-01 5.0960359064369400 2018-02-01 4.7419906455074600 2018-03-01 5.0117546688211000 2018-04-01 4.8379084332572500 2018-05-01 4.9676807766030700 2018-06-01 4.9309597382181000 2018-07-01 4.8689216020365100 2018-08-01 4.9036911516232900 2018-09-01 4.9265638245848700 2018-10-01 4.9875793693889100 2018-11-01 4.7541748636947590 2018-12-01 4.7849326430677690 2019-01-01 4.7942982568594700 2019-02-01 4.7485090534822600 2019-03-01 4.7107485597145400 2019-04-01 4.8562186226975195 2019-05-01 5.0550190943491300 2019-06-01 5.1967507448504700 2019-07-01 4.8419139908280900 2019-08-01 4.7997563414405000 2019-09-01 4.6401812852807800 2019-10-01 4.6233857707563200 2019-11-01 4.5639013576999300 2019-12-01 4.5699641681142490 2020-01-01 4.5007031081547690 2020-02-01 4.4528663233511105 2020-03-01 4.4169896723880900 2020-04-01 3.5682547618354500 2020-05-01 3.4515657690154904 2020-06-01 4.0695995737233200 2020-07-01 4.3081127992167700 2020-08-01 4.1013188542360700 2020-09-01 4.1494983574039900 2020-10-01 4.1532016881715700 2020-11-01 4.3648389564714600 2020-12-01 4.2541082164957400 2021-01-01 4.2121767001537400 2021-02-01 4.2553003238872300 2021-03-01 4.2263691358104900 2021-04-01 4.1697389776200200 2021-05-01 4.0536887417731500 2021-06-01 4.1608164348817910 2021-07-01 4.1868090097383900 2021-08-01 4.1033598950476400 2021-09-01 4.0445252892691100 2021-10-01 3.9679899697081900 2021-11-01 3.9585755536358600 2021-12-01 4.0455293398778700 2022-01-01 4.0268028545907300 2022-02-01 4.0569244409103700 2022-03-01 4.0302667733955095 2022-04-01 3.9711220747944505 2022-05-01 4.0673018205744205 2022-06-01 4.2524767608718000 2022-07-01 3.9763601080562903 2022-08-01 3.9045586045193703 2022-09-01 3.8316548205020600 2022-10-01 3.7697466159500403 2022-11-01 3.7544793993278702 2022-12-01 3.8492266602939800 2023-01-01 3.8314778132706500 2023-02-01 3.8621011005462798 2023-03-01 3.8302601157682400 2023-04-01 3.8771766812503796 2023-05-01 3.8713535159591204 2023-06-01 3.9499403527470203 2023-07-01 3.9782654937830000 2023-08-01 4.0047237157791500 2023-09-01 4.1166939777668000 2023-10-01 4.1576723691030000 2023-11-01 4.1558559329515000 2023-12-01 4.0573965730122690 2024-01-01 4.0334545853009700 2024-02-01 3.9688901467007300 2024-03-01 4.0334640184398800