Title: All Employees: Professional and Business Services in Canton-Massillon, OH (MSA) Series ID: CANT939PBSV 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 2024-01-01 Last Updated: 2024-03-12 5:55 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/CANT939PBSVN). 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 9.801954645329948 1990-02-01 9.744287565961790 1990-03-01 9.866842408930270 1990-04-01 9.504364169566669 1990-05-01 9.662426496959400 1990-06-01 9.865866636759382 1990-07-01 9.866812281453539 1990-08-01 9.847729047198540 1990-09-01 9.660197971236140 1990-10-01 9.611540639371778 1990-11-01 9.775872038382020 1990-12-01 9.827445549258780 1991-01-01 9.573906136739310 1991-02-01 9.529374771254290 1991-03-01 9.547130011552160 1991-04-01 9.802675408918619 1991-05-01 9.754130977710520 1991-06-01 9.762699845320280 1991-07-01 9.576364253684810 1991-08-01 9.653303352376670 1991-09-01 9.768010824088160 1991-10-01 9.818334639876150 1991-11-01 9.988441986862100 1991-12-01 10.041064366306902 1992-01-01 9.757226062832200 1992-02-01 9.919550180279929 1992-03-01 9.836901920811220 1992-04-01 9.802165799419381 1992-05-01 9.844012090848480 1992-06-01 9.763984884647430 1992-07-01 10.000585960216500 1992-08-01 9.944839518302880 1992-09-01 10.063322100499000 1992-10-01 10.124886022395600 1992-11-01 9.912156910927870 1992-12-01 9.857825487951280 1993-01-01 10.155817380743999 1993-02-01 10.105279935207000 1993-03-01 10.006798990151900 1993-04-01 10.116197473030100 1993-05-01 10.242876907394699 1993-06-01 10.050106421411199 1993-07-01 10.422166868815198 1993-08-01 10.414878785939901 1993-09-01 10.551740824494400 1993-10-01 10.641231666963100 1993-11-01 10.422658671354600 1993-12-01 10.559680739576400 1994-01-01 10.876336975001500 1994-02-01 10.924630568421600 1994-03-01 11.116570928598600 1994-04-01 11.232096693949199 1994-05-01 11.235508871663900 1994-06-01 11.419374618170400 1994-07-01 11.033788954742000 1994-08-01 10.780276845766899 1994-09-01 10.930339105400400 1994-10-01 11.079274899858598 1994-11-01 11.323012074930400 1994-12-01 11.436519089989801 1995-01-01 11.731880716548300 1995-02-01 11.977952974909599 1995-03-01 12.015737999828200 1995-04-01 11.743294476048100 1995-05-01 11.743728216822900 1995-06-01 11.872776224346499 1995-07-01 11.915631170337601 1995-08-01 12.311360718031600 1995-09-01 12.394899870958900 1995-10-01 12.523343096523499 1995-11-01 12.908165541174500 1995-12-01 12.688778014109001 1996-01-01 12.599246075445098 1996-02-01 12.523926366859900 1996-03-01 12.629867555534501 1996-04-01 12.524124253884600 1996-05-01 12.646646101668000 1996-06-01 12.920602126765400 1996-07-01 12.783136313524200 1996-08-01 12.986206103757802 1996-09-01 13.264522386837900 1996-10-01 12.808352122020901 1996-11-01 12.818082787173400 1996-12-01 12.843730829879501 1997-01-01 12.413553698105700 1997-02-01 12.447354599060600 1997-03-01 12.631944734269302 1997-04-01 13.093160311045300 1997-05-01 13.347637457790000 1997-06-01 13.276243474119198 1997-07-01 13.440141695029400 1997-08-01 13.283102359539098 1997-09-01 13.447739612776400 1997-10-01 13.394785701794600 1997-11-01 13.450326903074200 1997-12-01 13.520617440935900 1998-01-01 13.339109145511301 1998-02-01 13.481087860414100 1998-03-01 13.554260209462800 1998-04-01 12.946217810277801 1998-05-01 13.258612892046699 1998-06-01 13.270804147857001 1998-07-01 13.504109659597098 1998-08-01 13.505746061162900 1998-09-01 13.320761783600600 1998-10-01 13.476126360862802 1998-11-01 13.406384082568800 1998-12-01 13.434413802293598 1999-01-01 13.486076153224401 1999-02-01 13.447523776984598 1999-03-01 13.297939166105401 1999-04-01 13.629337882901002 1999-05-01 13.501002207803600 1999-06-01 13.491834574773199 1999-07-01 13.478565656505499 1999-08-01 13.339204610435200 1999-09-01 13.111704172740100 1999-10-01 13.726175762805099 1999-11-01 13.932554722879901 1999-12-01 14.030578203353500 2000-01-01 14.348580185563500 2000-02-01 14.424930358398301 2000-03-01 14.153035465429400 2000-04-01 14.951656982329500 2000-05-01 15.281737184078100 2000-06-01 15.535302879510400 2000-07-01 15.048634403169197 2000-08-01 15.327807674218800 2000-09-01 15.323751096074199 2000-10-01 15.125459804815900 2000-11-01 15.194679577865500 2000-12-01 14.994896242452901 2001-01-01 15.760483058031900 2001-02-01 15.844359129508900 2001-03-01 15.915211802527500 2001-04-01 15.947661227416502 2001-05-01 15.563519354331300 2001-06-01 15.692602851194500 2001-07-01 16.525759592309700 2001-08-01 15.723236708697200 2001-09-01 15.702360423972001 2001-10-01 15.278989472161500 2001-11-01 15.115156455018301 2001-12-01 15.051361297360302 2002-01-01 15.468597550765800 2002-02-01 15.140609248720901 2002-03-01 15.080552069250698 2002-04-01 14.626742603417402 2002-05-01 14.592540619184401 2002-06-01 14.340025912853100 2002-07-01 14.939743939655699 2002-08-01 14.639454995746000 2002-09-01 14.821901689937699 2002-10-01 15.010086325180499 2002-11-01 15.028095986143000 2002-12-01 15.020582662748499 2003-01-01 14.695768759973700 2003-02-01 14.663405002251999 2003-03-01 14.473513078527400 2003-04-01 14.196353876639400 2003-05-01 14.384865503873300 2003-06-01 14.241720654454800 2003-07-01 14.543008353680000 2003-08-01 14.531754464974899 2003-09-01 14.354372819092400 2003-10-01 14.431893584897802 2003-11-01 14.367347493305301 2003-12-01 14.335585889752300 2004-01-01 13.922703347436599 2004-02-01 13.886541405734198 2004-03-01 14.117376973709100 2004-04-01 14.019147653429698 2004-05-01 14.125460526337301 2004-06-01 14.402403418246100 2004-07-01 14.352323537355199 2004-08-01 14.423735199297399 2004-09-01 14.483273653063500 2004-10-01 14.554042100672600 2004-11-01 14.915425421089600 2004-12-01 14.769213478047302 2005-01-01 14.810330435743802 2005-02-01 14.876138565610000 2005-03-01 14.894012351909900 2005-04-01 14.926583997784900 2005-05-01 14.853373403761100 2005-06-01 14.620700418447198 2005-07-01 14.364954225155802 2005-08-01 14.307695254747697 2005-09-01 14.426801197296200 2005-10-01 14.307794782927198 2005-11-01 14.330558645618598 2005-12-01 14.551688098764900 2006-01-01 14.612498506680300 2006-02-01 14.810448670356000 2006-03-01 14.747788552306900 2006-04-01 14.883204394631300 2006-05-01 14.988524157375199 2006-06-01 14.940806138094802 2006-07-01 14.860727880315899 2006-08-01 15.078255889511900 2006-09-01 15.047355534645300 2006-10-01 15.169349865536999 2006-11-01 14.659524340390000 2006-12-01 14.941695106644799 2007-01-01 15.115828183436598 2007-02-01 15.024927620765801 2007-03-01 15.087443339300199 2007-04-01 15.129103407967500 2007-05-01 15.355928240651300 2007-06-01 15.377636640926600 2007-07-01 15.334418647056700 2007-08-01 15.274874230481998 2007-09-01 15.191955856959400 2007-10-01 15.359564174440901 2007-11-01 15.288905550503700 2007-12-01 15.227796947835600 2008-01-01 15.177550724404100 2008-02-01 15.222171721633599 2008-03-01 14.798518831204698 2008-04-01 15.262419661449000 2008-05-01 15.233117926390200 2008-06-01 15.048164459432900 2008-07-01 15.503464816161198 2008-08-01 15.592707762706699 2008-09-01 15.832643994524400 2008-10-01 15.377109484560700 2008-11-01 15.136856201628900 2008-12-01 14.879418931195300 2009-01-01 14.300681786226301 2009-02-01 14.268251501877598 2009-03-01 14.086686963907301 2009-04-01 13.785068098547900 2009-05-01 13.623794079702199 2009-06-01 13.263539694061501 2009-07-01 13.510361037056901 2009-08-01 13.371224338532600 2009-09-01 13.421359257352600 2009-10-01 13.341140285848999 2009-11-01 13.496908585793800 2009-12-01 13.510402965756100 2010-01-01 13.639657795660401 2010-02-01 13.726223127158300 2010-03-01 13.783246646623800 2010-04-01 13.816182879114300 2010-05-01 13.686379179198100 2010-06-01 13.731703991559801 2010-07-01 13.703992291694100 2010-08-01 13.715042643016900 2010-09-01 13.649283560137501 2010-10-01 13.762252138746000 2010-11-01 13.831944447293100 2010-12-01 13.934609690242100 2011-01-01 14.239612878604000 2011-02-01 14.220414767581598 2011-03-01 14.201557409361100 2011-04-01 14.251117219927401 2011-05-01 14.130133732280300 2011-06-01 14.121588412699001 2011-07-01 13.906376675458200 2011-08-01 13.844887291241800 2011-09-01 13.871619690345302 2011-10-01 13.676215690991800 2011-11-01 13.672505906114200 2011-12-01 13.749989015745099 2012-01-01 13.706298346459901 2012-02-01 13.575365967033500 2012-03-01 13.588552213474900 2012-04-01 13.919628594514000 2012-05-01 13.883377536353600 2012-06-01 13.942401896289699 2012-07-01 14.009414870356698 2012-08-01 13.959552978341000 2012-09-01 14.078713308978400 2012-10-01 14.369169013606300 2012-11-01 14.399302761020300 2012-12-01 14.252910086185501 2013-01-01 14.328550022034900 2013-02-01 14.397343356232800 2013-03-01 14.307789396790600 2013-04-01 14.293308307039100 2013-05-01 14.337718856893199 2013-06-01 14.373794803212302 2013-07-01 14.308726354693198 2013-08-01 14.356178634465499 2013-09-01 14.382761972081301 2013-10-01 14.359830212555499 2013-11-01 14.313463105060197 2013-12-01 14.440667003490000 2014-01-01 14.331523417254200 2014-02-01 14.388548219163000 2014-03-01 14.704971379867699 2014-04-01 14.785899908064001 2014-05-01 14.908730426897900 2014-06-01 14.823032265622000 2014-07-01 14.907649809699400 2014-08-01 14.949730992953699 2014-09-01 14.779880058445000 2014-10-01 14.657606520881199 2014-11-01 14.509126583374900 2014-12-01 14.400393931925098 2015-01-01 14.328102776676600 2015-02-01 14.277449626281900 2015-03-01 14.167759778497802 2015-04-01 14.105129774241100 2015-05-01 14.026613549588802 2015-06-01 14.099699976295100 2015-07-01 14.225626754079302 2015-08-01 14.254326806417700 2015-09-01 14.297636263099802 2015-10-01 14.368960744944902 2015-11-01 14.387406960452699 2015-12-01 14.149060241167100 2016-01-01 14.518167904920800 2016-02-01 14.574759492588400 2016-03-01 14.761616638692000 2016-04-01 14.922108335369199 2016-05-01 14.930943633274698 2016-06-01 14.940272799845701 2016-07-01 14.931612828170000 2016-08-01 15.043467887254300 2016-09-01 15.210042446593800 2016-10-01 15.259082775131200 2016-11-01 15.339348276303001 2016-12-01 15.483823338161800 2017-01-01 15.838580904952499 2017-02-01 15.714737689012100 2017-03-01 15.787574704415100 2017-04-01 15.851377928377499 2017-05-01 15.947737420722001 2017-06-01 15.862175039599600 2017-07-01 15.630459156320601 2017-08-01 15.836130027391100 2017-09-01 16.031751925797200 2017-10-01 16.029729365557802 2017-11-01 16.175033679657500 2017-12-01 16.221402957412600 2018-01-01 16.125636658071198 2018-02-01 16.132894985800500 2018-03-01 16.014050966719300 2018-04-01 15.605060657097600 2018-05-01 15.594284058815200 2018-06-01 15.765809669984100 2018-07-01 15.829890298184600 2018-08-01 15.834821135645500 2018-09-01 15.753418534223302 2018-10-01 15.607854563377400 2018-11-01 15.830097213017199 2018-12-01 15.874098670327198 2019-01-01 16.016174735090303 2019-02-01 16.040839901379200 2019-03-01 16.256438441815100 2019-04-01 16.247464354759100 2019-05-01 16.415412932246900 2019-06-01 16.445681951632800 2019-07-01 16.409325229027000 2019-08-01 16.520066739666902 2019-09-01 16.361690656594902 2019-10-01 16.368968822986900 2019-11-01 16.297945034366600 2019-12-01 16.257864896818800 2020-01-01 16.227556514945300 2020-02-01 16.149730991535098 2020-03-01 16.079436377705200 2020-04-01 14.177500488043801 2020-05-01 14.445506805932600 2020-06-01 14.738218691247699 2020-07-01 15.010743127634802 2020-08-01 15.128134292198100 2020-09-01 15.361433830196900 2020-10-01 15.676199781038001 2020-11-01 15.812426103314700 2020-12-01 15.979931683466900 2021-01-01 16.030519428158500 2021-02-01 16.150374037818700 2021-03-01 16.197079354631400 2021-04-01 16.268116527895200 2021-05-01 16.213902178282403 2021-06-01 16.490733335268000 2021-07-01 16.475552505145398 2021-08-01 16.612272279411600 2021-09-01 16.448705881108598 2021-10-01 16.963541979929303 2021-11-01 17.022807224666100 2021-12-01 17.017143343825500 2022-01-01 16.868183416918100 2022-02-01 16.861420768984402 2022-03-01 16.808632224467200 2022-04-01 17.042578408348200 2022-05-01 16.777802782551300 2022-06-01 16.566802308744500 2022-07-01 16.470691658922800 2022-08-01 16.322242871585400 2022-09-01 16.238762179251500 2022-10-01 16.107992911378500 2022-11-01 16.071431797905200 2022-12-01 15.963288049882300 2023-01-01 16.150825631038700 2023-02-01 16.224249311826000 2023-03-01 16.379857688104902 2023-04-01 16.220465992598900 2023-05-01 16.255660437772500 2023-06-01 16.160122920500900 2023-07-01 16.168943151614900 2023-08-01 16.127138825906800 2023-09-01 16.132623535954302 2023-10-01 15.940441972637300 2023-11-01 15.902853410068200 2023-12-01 15.898631847846300 2024-01-01 16.047970064087500