Table Data - All Employees: Private Service Providing in Akron, OH (MSA)
| Title | All Employees: Private Service Providing in Akron, OH (MSA) |
|---|---|
| Series ID | SMU39104200800000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2025-12-01 |
| Last Updated | 2026-01-28 2:24 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 | 166.813591430841 |
| 1990-02-01 | 166.994497686255 |
| 1990-03-01 | 167.464683464330 |
| 1990-04-01 | 167.847797157651 |
| 1990-05-01 | 167.494152589374 |
| 1990-06-01 | 167.741156351479 |
| 1990-07-01 | 168.080098898179 |
| 1990-08-01 | 168.511442325218 |
| 1990-09-01 | 168.433608710878 |
| 1990-10-01 | 168.972364397248 |
| 1990-11-01 | 169.888601851617 |
| 1990-12-01 | 169.806511973305 |
| 1991-01-01 | 168.904885003771 |
| 1991-02-01 | 168.630785754774 |
| 1991-03-01 | 168.863661971960 |
| 1991-04-01 | 168.658362007410 |
| 1991-05-01 | 168.864682710435 |
| 1991-06-01 | 169.602050012090 |
| 1991-07-01 | 169.909816349346 |
| 1991-08-01 | 170.277892647784 |
| 1991-09-01 | 170.867395574113 |
| 1991-10-01 | 170.500494241971 |
| 1991-11-01 | 170.564372795524 |
| 1991-12-01 | 170.696259163215 |
| 1992-01-01 | 171.325866765469 |
| 1992-02-01 | 171.532544591073 |
| 1992-03-01 | 171.046842648195 |
| 1992-04-01 | 173.617923553136 |
| 1992-05-01 | 173.408164155018 |
| 1992-06-01 | 173.348731778138 |
| 1992-07-01 | 173.942483961238 |
| 1992-08-01 | 174.175663174724 |
| 1992-09-01 | 173.278333269898 |
| 1992-10-01 | 175.607364566311 |
| 1992-11-01 | 174.355787116723 |
| 1992-12-01 | 174.764862874684 |
| 1993-01-01 | 175.760817516305 |
| 1993-02-01 | 176.270709346592 |
| 1993-03-01 | 175.845187128331 |
| 1993-04-01 | 176.405610937511 |
| 1993-05-01 | 176.218560787997 |
| 1993-06-01 | 176.223241947615 |
| 1993-07-01 | 176.567875247794 |
| 1993-08-01 | 177.438491300678 |
| 1993-09-01 | 178.414935321352 |
| 1993-10-01 | 179.848906872954 |
| 1993-11-01 | 181.086566733425 |
| 1993-12-01 | 181.371853536597 |
| 1994-01-01 | 183.796300551898 |
| 1994-02-01 | 184.860604374842 |
| 1994-03-01 | 185.770747292673 |
| 1994-04-01 | 183.204768414889 |
| 1994-05-01 | 184.266210769284 |
| 1994-06-01 | 185.616658985546 |
| 1994-07-01 | 185.662441056174 |
| 1994-08-01 | 185.441567389785 |
| 1994-09-01 | 186.554721122435 |
| 1994-10-01 | 186.625376696889 |
| 1994-11-01 | 187.899917680155 |
| 1994-12-01 | 188.307296004806 |
| 1995-01-01 | 188.695337746026 |
| 1995-02-01 | 189.773194136978 |
| 1995-03-01 | 190.639741142699 |
| 1995-04-01 | 190.848585792566 |
| 1995-05-01 | 190.645027227532 |
| 1995-06-01 | 192.326456473592 |
| 1995-07-01 | 193.022874018512 |
| 1995-08-01 | 194.196264331300 |
| 1995-09-01 | 193.845758556365 |
| 1995-10-01 | 192.469410417167 |
| 1995-11-01 | 193.227619421008 |
| 1995-12-01 | 194.243199551141 |
| 1996-01-01 | 195.110614149371 |
| 1996-02-01 | 194.765467201148 |
| 1996-03-01 | 195.022551945188 |
| 1996-04-01 | 195.259783615975 |
| 1996-05-01 | 196.181764362634 |
| 1996-06-01 | 196.040022756192 |
| 1996-07-01 | 196.624502420522 |
| 1996-08-01 | 197.707922585033 |
| 1996-09-01 | 198.166319169063 |
| 1996-10-01 | 199.239522734417 |
| 1996-11-01 | 199.866195976437 |
| 1996-12-01 | 198.925577034213 |
| 1997-01-01 | 198.293354003320 |
| 1997-02-01 | 199.134905781593 |
| 1997-03-01 | 199.205997203634 |
| 1997-04-01 | 199.109843298849 |
| 1997-05-01 | 199.549024645640 |
| 1997-06-01 | 200.255587684034 |
| 1997-07-01 | 200.709507913498 |
| 1997-08-01 | 200.800719597593 |
| 1997-09-01 | 200.754381005992 |
| 1997-10-01 | 200.445579626217 |
| 1997-11-01 | 199.982297090179 |
| 1997-12-01 | 200.433624857200 |
| 1998-01-01 | 200.719722083617 |
| 1998-02-01 | 200.940716194594 |
| 1998-03-01 | 201.114807881095 |
| 1998-04-01 | 201.980699743073 |
| 1998-05-01 | 201.525799613828 |
| 1998-06-01 | 201.035333602768 |
| 1998-07-01 | 200.799892801112 |
| 1998-08-01 | 200.674885001681 |
| 1998-09-01 | 200.161519434258 |
| 1998-10-01 | 202.532275449129 |
| 1998-11-01 | 202.634995273621 |
| 1998-12-01 | 203.186206078541 |
| 1999-01-01 | 203.014935232065 |
| 1999-02-01 | 204.004575251026 |
| 1999-03-01 | 204.497927330818 |
| 1999-04-01 | 206.890971096234 |
| 1999-05-01 | 205.740176432351 |
| 1999-06-01 | 205.575168465476 |
| 1999-07-01 | 208.108560252818 |
| 1999-08-01 | 207.058910089538 |
| 1999-09-01 | 207.103390743609 |
| 1999-10-01 | 207.671351685176 |
| 1999-11-01 | 208.412901251815 |
| 1999-12-01 | 208.753775345117 |
| 2000-01-01 | 208.146121164204 |
| 2000-02-01 | 207.951409944069 |
| 2000-03-01 | 209.109628946966 |
| 2000-04-01 | 208.768112250877 |
| 2000-05-01 | 207.908079377800 |
| 2000-06-01 | 208.945636487497 |
| 2000-07-01 | 209.115340419568 |
| 2000-08-01 | 209.109136060663 |
| 2000-09-01 | 208.929935155733 |
| 2000-10-01 | 208.850068757887 |
| 2000-11-01 | 208.878265695214 |
| 2000-12-01 | 209.134269353207 |
| 2001-01-01 | 209.696134849366 |
| 2001-02-01 | 209.799649108210 |
| 2001-03-01 | 209.501680110824 |
| 2001-04-01 | 210.014567932776 |
| 2001-05-01 | 211.387587772850 |
| 2001-06-01 | 211.934055409006 |
| 2001-07-01 | 210.117619348705 |
| 2001-08-01 | 210.666883832273 |
| 2001-09-01 | 210.357263057718 |
| 2001-10-01 | 210.987367439238 |
| 2001-11-01 | 211.406009949107 |
| 2001-12-01 | 211.385493775649 |
| 2002-01-01 | 210.931506000893 |
| 2002-02-01 | 210.379507161836 |
| 2002-03-01 | 210.533580826553 |
| 2002-04-01 | 208.927522764158 |
| 2002-05-01 | 208.572624133909 |
| 2002-06-01 | 209.263729443184 |
| 2002-07-01 | 209.411264410063 |
| 2002-08-01 | 209.753208712653 |
| 2002-09-01 | 209.958344961920 |
| 2002-10-01 | 209.697195613537 |
| 2002-11-01 | 208.286065307243 |
| 2002-12-01 | 208.270220286943 |
| 2003-01-01 | 211.585442592716 |
| 2003-02-01 | 211.090986225716 |
| 2003-03-01 | 210.815584197701 |
| 2003-04-01 | 211.646500332475 |
| 2003-05-01 | 212.297046202029 |
| 2003-06-01 | 211.979884488203 |
| 2003-07-01 | 212.671073033246 |
| 2003-08-01 | 213.320754737837 |
| 2003-09-01 | 213.773913042133 |
| 2003-10-01 | 213.590820809454 |
| 2003-11-01 | 213.881260608765 |
| 2003-12-01 | 214.169936443059 |
| 2004-01-01 | 214.637668911897 |
| 2004-02-01 | 214.776165335461 |
| 2004-03-01 | 215.608805996382 |
| 2004-04-01 | 216.525273672264 |
| 2004-05-01 | 216.547002292593 |
| 2004-06-01 | 217.227942885742 |
| 2004-07-01 | 217.246027820194 |
| 2004-08-01 | 217.432096563950 |
| 2004-09-01 | 218.068470410786 |
| 2004-10-01 | 218.620776349836 |
| 2004-11-01 | 219.247643468977 |
| 2004-12-01 | 219.496501195486 |
| 2005-01-01 | 220.751018980930 |
| 2005-02-01 | 221.673971097327 |
| 2005-03-01 | 222.327909140701 |
| 2005-04-01 | 223.507501176259 |
| 2005-05-01 | 222.943135228306 |
| 2005-06-01 | 222.857171361918 |
| 2005-07-01 | 223.685065955421 |
| 2005-08-01 | 223.988653740351 |
| 2005-09-01 | 224.295299318830 |
| 2005-10-01 | 225.068764632242 |
| 2005-11-01 | 224.671556923177 |
| 2005-12-01 | 224.898651072736 |
| 2006-01-01 | 224.105771581785 |
| 2006-02-01 | 224.536788218333 |
| 2006-03-01 | 224.749585273175 |
| 2006-04-01 | 225.207959351935 |
| 2006-05-01 | 225.241897619865 |
| 2006-06-01 | 226.319500230314 |
| 2006-07-01 | 226.859458513622 |
| 2006-08-01 | 227.588271331325 |
| 2006-09-01 | 226.572422081206 |
| 2006-10-01 | 225.801386299959 |
| 2006-11-01 | 226.849700210430 |
| 2006-12-01 | 227.038351497739 |
| 2007-01-01 | 227.263321625814 |
| 2007-02-01 | 226.981346491995 |
| 2007-03-01 | 227.264272295124 |
| 2007-04-01 | 227.724058312327 |
| 2007-05-01 | 228.488570563852 |
| 2007-06-01 | 229.975151929509 |
| 2007-07-01 | 229.606497830950 |
| 2007-08-01 | 229.939657253984 |
| 2007-09-01 | 230.087660273780 |
| 2007-10-01 | 230.387975518431 |
| 2007-11-01 | 231.286920160580 |
| 2007-12-01 | 232.169086457876 |
| 2008-01-01 | 233.371191136987 |
| 2008-02-01 | 233.502410892811 |
| 2008-03-01 | 232.637324436901 |
| 2008-04-01 | 231.792020128897 |
| 2008-05-01 | 231.691461120452 |
| 2008-06-01 | 230.959504499623 |
| 2008-07-01 | 230.689600593502 |
| 2008-08-01 | 230.816685035448 |
| 2008-09-01 | 230.373584977176 |
| 2008-10-01 | 228.843688846250 |
| 2008-11-01 | 228.038329144482 |
| 2008-12-01 | 227.826183597741 |
| 2009-01-01 | 225.304396786541 |
| 2009-02-01 | 223.671325524588 |
| 2009-03-01 | 222.920970709934 |
| 2009-04-01 | 219.562743672612 |
| 2009-05-01 | 218.917216218941 |
| 2009-06-01 | 217.911959242778 |
| 2009-07-01 | 216.795971627199 |
| 2009-08-01 | 216.410620917792 |
| 2009-09-01 | 216.694335622112 |
| 2009-10-01 | 216.373094389430 |
| 2009-11-01 | 216.260351001595 |
| 2009-12-01 | 216.300040840690 |
| 2010-01-01 | 216.606827765361 |
| 2010-02-01 | 216.716617697596 |
| 2010-03-01 | 217.642655892602 |
| 2010-04-01 | 217.526245097632 |
| 2010-05-01 | 216.897298593106 |
| 2010-06-01 | 218.049096932312 |
| 2010-07-01 | 218.551195044556 |
| 2010-08-01 | 218.688409886851 |
| 2010-09-01 | 219.139125602225 |
| 2010-10-01 | 220.407082171262 |
| 2010-11-01 | 220.535100277132 |
| 2010-12-01 | 220.675279149932 |
| 2011-01-01 | 219.720544689371 |
| 2011-02-01 | 220.437546629059 |
| 2011-03-01 | 220.690497355582 |
| 2011-04-01 | 220.919483538061 |
| 2011-05-01 | 220.603407501053 |
| 2011-06-01 | 220.650019651408 |
| 2011-07-01 | 221.158080941811 |
| 2011-08-01 | 221.036828424723 |
| 2011-09-01 | 220.661981637284 |
| 2011-10-01 | 221.168670677769 |
| 2011-11-01 | 221.190097208416 |
| 2011-12-01 | 221.408738574946 |
| 2012-01-01 | 222.865044819731 |
| 2012-02-01 | 223.787599722835 |
| 2012-03-01 | 223.859801513709 |
| 2012-04-01 | 223.235187244476 |
| 2012-05-01 | 223.468922778159 |
| 2012-06-01 | 223.949058947245 |
| 2012-07-01 | 223.395922874247 |
| 2012-08-01 | 223.929922353625 |
| 2012-09-01 | 224.331064394600 |
| 2012-10-01 | 223.084457916136 |
| 2012-11-01 | 225.098544006542 |
| 2012-12-01 | 224.874792160211 |
| 2013-01-01 | 224.724559646671 |
| 2013-02-01 | 225.142711582787 |
| 2013-03-01 | 224.579660676969 |
| 2013-04-01 | 224.998042344912 |
| 2013-05-01 | 225.825120691863 |
| 2013-06-01 | 226.075710737020 |
| 2013-07-01 | 226.835412826005 |
| 2013-08-01 | 227.097611370082 |
| 2013-09-01 | 227.097780900788 |
| 2013-10-01 | 226.324203530551 |
| 2013-11-01 | 226.975425011866 |
| 2013-12-01 | 228.216389229553 |
| 2014-01-01 | 228.900302189340 |
| 2014-02-01 | 229.447589561668 |
| 2014-03-01 | 230.075716074937 |
| 2014-04-01 | 230.949486434540 |
| 2014-05-01 | 231.057652798468 |
| 2014-06-01 | 231.638102322706 |
| 2014-07-01 | 231.858845505773 |
| 2014-08-01 | 232.655689042247 |
| 2014-09-01 | 232.513644900085 |
| 2014-10-01 | 234.252713543801 |
| 2014-11-01 | 235.190655678585 |
| 2014-12-01 | 235.652407173167 |
| 2015-01-01 | 235.440098940802 |
| 2015-02-01 | 235.874576156622 |
| 2015-03-01 | 236.385679773108 |
| 2015-04-01 | 236.842875268670 |
| 2015-05-01 | 237.384821696238 |
| 2015-06-01 | 237.613888159350 |
| 2015-07-01 | 237.802724693341 |
| 2015-08-01 | 237.907347413230 |
| 2015-09-01 | 238.154973528055 |
| 2015-10-01 | 238.323290360913 |
| 2015-11-01 | 238.451936245065 |
| 2015-12-01 | 238.460787572906 |
| 2016-01-01 | 239.355212770789 |
| 2016-02-01 | 239.306341417490 |
| 2016-03-01 | 239.173308049550 |
| 2016-04-01 | 240.962724135758 |
| 2016-05-01 | 240.412334257594 |
| 2016-06-01 | 240.320254297316 |
| 2016-07-01 | 241.041639586739 |
| 2016-08-01 | 240.725404773455 |
| 2016-09-01 | 241.856984623643 |
| 2016-10-01 | 240.871650637127 |
| 2016-11-01 | 240.876021269418 |
| 2016-12-01 | 240.967571579292 |
| 2017-01-01 | 240.743336059116 |
| 2017-02-01 | 241.098234710257 |
| 2017-03-01 | 241.239809897141 |
| 2017-04-01 | 241.669310016786 |
| 2017-05-01 | 241.692910109296 |
| 2017-06-01 | 241.247008205099 |
| 2017-07-01 | 240.995979282128 |
| 2017-08-01 | 241.125111777332 |
| 2017-09-01 | 242.209197627631 |
| 2017-10-01 | 241.411321075290 |
| 2017-11-01 | 240.997465903858 |
| 2017-12-01 | 241.283451832149 |
| 2018-01-01 | 240.525771679201 |
| 2018-02-01 | 241.060308260908 |
| 2018-03-01 | 241.457522671270 |
| 2018-04-01 | 240.417326508343 |
| 2018-05-01 | 240.928068534655 |
| 2018-06-01 | 241.316643114380 |
| 2018-07-01 | 240.984270719287 |
| 2018-08-01 | 241.392171471674 |
| 2018-09-01 | 240.727977807075 |
| 2018-10-01 | 240.970098580922 |
| 2018-11-01 | 240.407838045578 |
| 2018-12-01 | 240.287775932396 |
| 2019-01-01 | 241.039800852890 |
| 2019-02-01 | 240.649104087527 |
| 2019-03-01 | 240.860036578829 |
| 2019-04-01 | 241.489429068006 |
| 2019-05-01 | 241.099761460140 |
| 2019-06-01 | 240.961269408026 |
| 2019-07-01 | 240.510594411877 |
| 2019-08-01 | 240.428065893647 |
| 2019-09-01 | 239.810824336988 |
| 2019-10-01 | 239.337300172647 |
| 2019-11-01 | 241.563518262110 |
| 2019-12-01 | 242.260396185024 |
| 2020-01-01 | 242.611971043362 |
| 2020-02-01 | 243.160666277785 |
| 2020-03-01 | 241.163796737214 |
| 2020-04-01 | 200.605417835223 |
| 2020-05-01 | 208.308236629338 |
| 2020-06-01 | 219.835411130174 |
| 2020-07-01 | 221.963472372103 |
| 2020-08-01 | 223.562405686644 |
| 2020-09-01 | 225.901247748604 |
| 2020-10-01 | 228.275981473028 |
| 2020-11-01 | 227.742861094027 |
| 2020-12-01 | 227.664188882967 |
| 2021-01-01 | 228.340704712200 |
| 2021-02-01 | 229.612388134620 |
| 2021-03-01 | 230.012701364963 |
| 2021-04-01 | 230.560032689589 |
| 2021-05-01 | 231.518670653161 |
| 2021-06-01 | 231.528017983944 |
| 2021-07-01 | 232.888385889662 |
| 2021-08-01 | 232.804333563237 |
| 2021-09-01 | 230.465579376302 |
| 2021-10-01 | 233.347916732985 |
| 2021-11-01 | 233.875328594077 |
| 2021-12-01 | 234.237946035640 |
| 2022-01-01 | 234.505588358104 |
| 2022-02-01 | 235.053314459174 |
| 2022-03-01 | 235.607081290569 |
| 2022-04-01 | 238.789991532192 |
| 2022-05-01 | 238.904292194992 |
| 2022-06-01 | 239.743361532325 |
| 2022-07-01 | 240.726912010477 |
| 2022-08-01 | 241.532165966732 |
| 2022-09-01 | 241.967595820523 |
| 2022-10-01 | 243.057517090746 |
| 2022-11-01 | 243.456945828076 |
| 2022-12-01 | 244.006290553322 |
| 2023-01-01 | 244.855932532721 |
| 2023-02-01 | 244.929558461455 |
| 2023-03-01 | 244.234669243698 |
| 2023-04-01 | 243.538029769230 |
| 2023-05-01 | 243.110972486203 |
| 2023-06-01 | 243.480951882411 |
| 2023-07-01 | 243.032652276792 |
| 2023-08-01 | 242.755098044448 |
| 2023-09-01 | 242.915120496134 |
| 2023-10-01 | 242.542787607956 |
| 2023-11-01 | 242.906175622153 |
| 2023-12-01 | 243.204363837818 |
| 2024-01-01 | 243.383658757059 |
| 2024-02-01 | 243.072531709574 |
| 2024-03-01 | 243.588994683956 |
| 2024-04-01 | 243.236915071851 |
| 2024-05-01 | 243.813403304727 |
| 2024-06-01 | 243.007009892560 |
| 2024-07-01 | 242.896693446711 |
| 2024-08-01 | 242.694248841627 |
| 2024-09-01 | 242.682602824152 |
| 2024-10-01 | 242.935915064040 |
| 2024-11-01 | 241.602705114245 |
| 2024-12-01 | 243.138688484765 |
| 2025-01-01 | 242.849288787081 |
| 2025-02-01 | 243.640844762146 |
| 2025-03-01 | 243.788422541465 |
| 2025-04-01 | 244.170286785173 |
| 2025-05-01 | 242.733469988655 |
| 2025-06-01 | 244.384779111253 |
| 2025-07-01 | 243.305677091481 |
| 2025-08-01 | 243.470851125171 |
| 2025-09-01 | 242.808782062011 |
| 2025-10-01 | 242.386120176502 |
| 2025-11-01 | 241.580473933904 |
| 2025-12-01 | 241.333637943552 |