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 2026-04-01 |
| Last Updated | 2026-05-26 1:17 PM 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. 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 | 166.819265564914 |
| 1990-02-01 | 166.999779522509 |
| 1990-03-01 | 167.473635357100 |
| 1990-04-01 | 167.836752927772 |
| 1990-05-01 | 167.484523432536 |
| 1990-06-01 | 167.730401055741 |
| 1990-07-01 | 168.071032093849 |
| 1990-08-01 | 168.504424966512 |
| 1990-09-01 | 168.427168720999 |
| 1990-10-01 | 168.968360287940 |
| 1990-11-01 | 169.895559424595 |
| 1990-12-01 | 169.834430579617 |
| 1991-01-01 | 168.912554072981 |
| 1991-02-01 | 168.640992073700 |
| 1991-03-01 | 168.881532429622 |
| 1991-04-01 | 168.638609089297 |
| 1991-05-01 | 168.850281623223 |
| 1991-06-01 | 169.590404678791 |
| 1991-07-01 | 169.899481862779 |
| 1991-08-01 | 170.269330524953 |
| 1991-09-01 | 170.860813712351 |
| 1991-10-01 | 170.496796058445 |
| 1991-11-01 | 170.571334670084 |
| 1991-12-01 | 170.724882874641 |
| 1992-01-01 | 171.337557875039 |
| 1992-02-01 | 171.549377171529 |
| 1992-03-01 | 171.074386458046 |
| 1992-04-01 | 173.589126376814 |
| 1992-05-01 | 173.385615300511 |
| 1992-06-01 | 173.334961579139 |
| 1992-07-01 | 173.930034882176 |
| 1992-08-01 | 174.165872682440 |
| 1992-09-01 | 173.272101418730 |
| 1992-10-01 | 175.605649249978 |
| 1992-11-01 | 174.362312374829 |
| 1992-12-01 | 174.793125309034 |
| 1993-01-01 | 175.777025343645 |
| 1993-02-01 | 176.294075180148 |
| 1993-03-01 | 175.882525608742 |
| 1993-04-01 | 176.367264844235 |
| 1993-05-01 | 176.188016869436 |
| 1993-06-01 | 176.207726621518 |
| 1993-07-01 | 176.553871456658 |
| 1993-08-01 | 177.428277646178 |
| 1993-09-01 | 178.410456177466 |
| 1993-10-01 | 179.850199741236 |
| 1993-11-01 | 181.092280839140 |
| 1993-12-01 | 181.397409170910 |
| 1994-01-01 | 183.817442807330 |
| 1994-02-01 | 184.885893363036 |
| 1994-03-01 | 185.806944377739 |
| 1994-04-01 | 183.167454075332 |
| 1994-05-01 | 184.232339954405 |
| 1994-06-01 | 185.600076836175 |
| 1994-07-01 | 185.648168894668 |
| 1994-08-01 | 185.432838483960 |
| 1994-09-01 | 186.551944511686 |
| 1994-10-01 | 186.628713768676 |
| 1994-11-01 | 187.903774138128 |
| 1994-12-01 | 188.329103613958 |
| 1995-01-01 | 188.717293641879 |
| 1995-02-01 | 189.796843015442 |
| 1995-03-01 | 190.673274011884 |
| 1995-04-01 | 190.813168747064 |
| 1995-05-01 | 190.612712856320 |
| 1995-06-01 | 192.311862047680 |
| 1995-07-01 | 193.010761054748 |
| 1995-08-01 | 194.189795197584 |
| 1995-09-01 | 193.845165638357 |
| 1995-10-01 | 192.473990078632 |
| 1995-11-01 | 193.230084961543 |
| 1995-12-01 | 194.259248767050 |
| 1996-01-01 | 195.130448965365 |
| 1996-02-01 | 194.782292045676 |
| 1996-03-01 | 195.043925948568 |
| 1996-04-01 | 195.236289078555 |
| 1996-05-01 | 196.156541177611 |
| 1996-06-01 | 196.028877774705 |
| 1996-07-01 | 196.615955497662 |
| 1996-08-01 | 197.704688983737 |
| 1996-09-01 | 198.166679647398 |
| 1996-10-01 | 199.243875710451 |
| 1996-11-01 | 199.866949672147 |
| 1996-12-01 | 198.935398171944 |
| 1997-01-01 | 198.308180086365 |
| 1997-02-01 | 199.144279026526 |
| 1997-03-01 | 199.216522438468 |
| 1997-04-01 | 199.096970550794 |
| 1997-05-01 | 199.533617543475 |
| 1997-06-01 | 200.248590220991 |
| 1997-07-01 | 200.704832432721 |
| 1997-08-01 | 200.799789482606 |
| 1997-09-01 | 200.755095316033 |
| 1997-10-01 | 200.448907613869 |
| 1997-11-01 | 199.982270141596 |
| 1997-12-01 | 200.437410002159 |
| 1998-01-01 | 200.730243891984 |
| 1998-02-01 | 200.943328254136 |
| 1998-03-01 | 201.114774839373 |
| 1998-04-01 | 201.978168643263 |
| 1998-05-01 | 201.519674912806 |
| 1998-06-01 | 201.031562061168 |
| 1998-07-01 | 200.798505734424 |
| 1998-08-01 | 200.675203324961 |
| 1998-09-01 | 200.161478253457 |
| 1998-10-01 | 202.533613493111 |
| 1998-11-01 | 202.634539428207 |
| 1998-12-01 | 203.187383765333 |
| 1999-01-01 | 203.020376633796 |
| 1999-02-01 | 204.005093015971 |
| 1999-03-01 | 204.495984990242 |
| 1999-04-01 | 206.889691969354 |
| 1999-05-01 | 205.738820237971 |
| 1999-06-01 | 205.574134915544 |
| 1999-07-01 | 208.109354011099 |
| 1999-08-01 | 207.059022236164 |
| 1999-09-01 | 207.102975007651 |
| 1999-10-01 | 207.671645129674 |
| 1999-11-01 | 208.413098823843 |
| 1999-12-01 | 208.754074122525 |
| 2000-01-01 | 208.148218984260 |
| 2000-02-01 | 207.951492386449 |
| 2000-03-01 | 209.106574417947 |
| 2000-04-01 | 208.767634326937 |
| 2000-05-01 | 207.908099832288 |
| 2000-06-01 | 208.945950881322 |
| 2000-07-01 | 209.117181511465 |
| 2000-08-01 | 209.108962743258 |
| 2000-09-01 | 208.929285904884 |
| 2000-10-01 | 208.850104996390 |
| 2000-11-01 | 208.878833712333 |
| 2000-12-01 | 209.135019233051 |
| 2001-01-01 | 209.696222606517 |
| 2001-02-01 | 209.800276433463 |
| 2001-03-01 | 209.497754721478 |
| 2001-04-01 | 210.014496875728 |
| 2001-05-01 | 211.387865130507 |
| 2001-06-01 | 211.934635107224 |
| 2001-07-01 | 210.119363123635 |
| 2001-08-01 | 210.666650786946 |
| 2001-09-01 | 210.356849285720 |
| 2001-10-01 | 210.987213166672 |
| 2001-11-01 | 211.405957282275 |
| 2001-12-01 | 211.389082301108 |
| 2002-01-01 | 210.930245184877 |
| 2002-02-01 | 210.379401361114 |
| 2002-03-01 | 210.529557603426 |
| 2002-04-01 | 208.927254752204 |
| 2002-05-01 | 208.573150537144 |
| 2002-06-01 | 209.264119776479 |
| 2002-07-01 | 209.412761687147 |
| 2002-08-01 | 209.753214290536 |
| 2002-09-01 | 209.958708729215 |
| 2002-10-01 | 209.694856407329 |
| 2002-11-01 | 208.286611416358 |
| 2002-12-01 | 208.278077992390 |
| 2003-01-01 | 211.580343996252 |
| 2003-02-01 | 211.091116889930 |
| 2003-03-01 | 210.811710567456 |
| 2003-04-01 | 211.645594645201 |
| 2003-05-01 | 212.297305174983 |
| 2003-06-01 | 211.980828094855 |
| 2003-07-01 | 212.671056057482 |
| 2003-08-01 | 213.324725012873 |
| 2003-09-01 | 213.776384390316 |
| 2003-10-01 | 213.592425846230 |
| 2003-11-01 | 213.881246855564 |
| 2003-12-01 | 214.178013473887 |
| 2004-01-01 | 214.621410753328 |
| 2004-02-01 | 214.768499282678 |
| 2004-03-01 | 215.600835067170 |
| 2004-04-01 | 216.523226841648 |
| 2004-05-01 | 216.551546343422 |
| 2004-06-01 | 217.241231568985 |
| 2004-07-01 | 217.251785480770 |
| 2004-08-01 | 217.445816519586 |
| 2004-09-01 | 218.078142817463 |
| 2004-10-01 | 218.628510690017 |
| 2004-11-01 | 219.243355438952 |
| 2004-12-01 | 219.488937124792 |
| 2005-01-01 | 220.717911077830 |
| 2005-02-01 | 221.641106939316 |
| 2005-03-01 | 222.304389578512 |
| 2005-04-01 | 223.506694556515 |
| 2005-05-01 | 222.964809501755 |
| 2005-06-01 | 222.899791394264 |
| 2005-07-01 | 223.711139768058 |
| 2005-08-01 | 224.021337853280 |
| 2005-09-01 | 224.319628404007 |
| 2005-10-01 | 225.089715247553 |
| 2005-11-01 | 224.658177066109 |
| 2005-12-01 | 224.857419921209 |
| 2006-01-01 | 224.044754191771 |
| 2006-02-01 | 224.451563843413 |
| 2006-03-01 | 224.635951941457 |
| 2006-04-01 | 225.247321393282 |
| 2006-05-01 | 225.334767949502 |
| 2006-06-01 | 226.413150652176 |
| 2006-07-01 | 226.917976758439 |
| 2006-08-01 | 227.644467065099 |
| 2006-09-01 | 226.610265123565 |
| 2006-10-01 | 225.823295851224 |
| 2006-11-01 | 226.819758229393 |
| 2006-12-01 | 226.950665358278 |
| 2007-01-01 | 227.165500098023 |
| 2007-02-01 | 226.835969099512 |
| 2007-03-01 | 227.053355651527 |
| 2007-04-01 | 227.802610594748 |
| 2007-05-01 | 228.683328804631 |
| 2007-06-01 | 230.119501111174 |
| 2007-07-01 | 229.700665767343 |
| 2007-08-01 | 230.018824600034 |
| 2007-09-01 | 230.132791319979 |
| 2007-10-01 | 230.411546315446 |
| 2007-11-01 | 231.235922553123 |
| 2007-12-01 | 232.038553609070 |
| 2008-01-01 | 233.228981619536 |
| 2008-02-01 | 233.306521678862 |
| 2008-03-01 | 232.337708492572 |
| 2008-04-01 | 231.912307537698 |
| 2008-05-01 | 231.984673903803 |
| 2008-06-01 | 231.147717210929 |
| 2008-07-01 | 230.813027492519 |
| 2008-08-01 | 230.907199925619 |
| 2008-09-01 | 230.415607790396 |
| 2008-10-01 | 228.857114242074 |
| 2008-11-01 | 227.972826507036 |
| 2008-12-01 | 227.653672864660 |
| 2009-01-01 | 225.145413204671 |
| 2009-02-01 | 223.451436126709 |
| 2009-03-01 | 222.614567755885 |
| 2009-04-01 | 219.689854091787 |
| 2009-05-01 | 219.253775243753 |
| 2009-06-01 | 218.111400067057 |
| 2009-07-01 | 216.931675960310 |
| 2009-08-01 | 216.499230749477 |
| 2009-09-01 | 216.727955819775 |
| 2009-10-01 | 216.379868106982 |
| 2009-11-01 | 216.192290373167 |
| 2009-12-01 | 216.113609957619 |
| 2010-01-01 | 216.452456781823 |
| 2010-02-01 | 216.505627045778 |
| 2010-03-01 | 217.352517085348 |
| 2010-04-01 | 217.660391580190 |
| 2010-05-01 | 217.230119176541 |
| 2010-06-01 | 218.232776387514 |
| 2010-07-01 | 218.675053987411 |
| 2010-08-01 | 218.761025613648 |
| 2010-09-01 | 219.158431463340 |
| 2010-10-01 | 220.399481966707 |
| 2010-11-01 | 220.472611492986 |
| 2010-12-01 | 220.501230353250 |
| 2011-01-01 | 219.598694575626 |
| 2011-02-01 | 220.269841889182 |
| 2011-03-01 | 220.494152635041 |
| 2011-04-01 | 221.018309327570 |
| 2011-05-01 | 220.869965413886 |
| 2011-06-01 | 220.786019040941 |
| 2011-07-01 | 221.251495996512 |
| 2011-08-01 | 221.087321777039 |
| 2011-09-01 | 220.668784120854 |
| 2011-10-01 | 221.159187615679 |
| 2011-11-01 | 221.138924654523 |
| 2011-12-01 | 221.276444838428 |
| 2012-01-01 | 222.779203483215 |
| 2012-02-01 | 223.679685424981 |
| 2012-03-01 | 223.761696505117 |
| 2012-04-01 | 223.297029050556 |
| 2012-05-01 | 223.635472493757 |
| 2012-06-01 | 224.036223505949 |
| 2012-07-01 | 223.454674730270 |
| 2012-08-01 | 223.957754299059 |
| 2012-09-01 | 224.330747250671 |
| 2012-10-01 | 223.074783558292 |
| 2012-11-01 | 225.062690239699 |
| 2012-12-01 | 224.780974175788 |
| 2013-01-01 | 224.686495969363 |
| 2013-02-01 | 225.084787343818 |
| 2013-03-01 | 224.571858804137 |
| 2013-04-01 | 225.020823592590 |
| 2013-05-01 | 225.893847591258 |
| 2013-06-01 | 226.118592939390 |
| 2013-07-01 | 226.865983025223 |
| 2013-08-01 | 227.110122373842 |
| 2013-09-01 | 227.098299459250 |
| 2013-10-01 | 226.319881508196 |
| 2013-11-01 | 226.953781887133 |
| 2013-12-01 | 228.163890560619 |
| 2014-01-01 | 228.889871786323 |
| 2014-02-01 | 229.421314626118 |
| 2014-03-01 | 230.081371705329 |
| 2014-04-01 | 230.967612524735 |
| 2014-05-01 | 231.078427918555 |
| 2014-06-01 | 231.656968192326 |
| 2014-07-01 | 231.870498283707 |
| 2014-08-01 | 232.659945145293 |
| 2014-09-01 | 232.515624014855 |
| 2014-10-01 | 234.248081579762 |
| 2014-11-01 | 235.175122876109 |
| 2014-12-01 | 235.629286176756 |
| 2015-01-01 | 235.442318342116 |
| 2015-02-01 | 235.864695788469 |
| 2015-03-01 | 236.393280185336 |
| 2015-04-01 | 236.854133732876 |
| 2015-05-01 | 237.392054543334 |
| 2015-06-01 | 237.618767710886 |
| 2015-07-01 | 237.804550346763 |
| 2015-08-01 | 237.907280461302 |
| 2015-09-01 | 238.155751719382 |
| 2015-10-01 | 238.318098102973 |
| 2015-11-01 | 238.439088719985 |
| 2015-12-01 | 238.459150976717 |
| 2016-01-01 | 239.354601441094 |
| 2016-02-01 | 239.307234475089 |
| 2016-03-01 | 239.180097345461 |
| 2016-04-01 | 240.970566288619 |
| 2016-05-01 | 240.415537929430 |
| 2016-06-01 | 240.321853730871 |
| 2016-07-01 | 241.040033882940 |
| 2016-08-01 | 240.720374414058 |
| 2016-09-01 | 241.853860801205 |
| 2016-10-01 | 240.863624718281 |
| 2016-11-01 | 240.868813253057 |
| 2016-12-01 | 240.963581718075 |
| 2017-01-01 | 240.751590598976 |
| 2017-02-01 | 241.111453669513 |
| 2017-03-01 | 241.241211912924 |
| 2017-04-01 | 241.682726321921 |
| 2017-05-01 | 241.682047324147 |
| 2017-06-01 | 241.269695244420 |
| 2017-07-01 | 240.979665772384 |
| 2017-08-01 | 241.110253046184 |
| 2017-09-01 | 242.201643420549 |
| 2017-10-01 | 241.399613518850 |
| 2017-11-01 | 240.994540877875 |
| 2017-12-01 | 241.276237150888 |
| 2018-01-01 | 240.543422195694 |
| 2018-02-01 | 241.086690688744 |
| 2018-03-01 | 241.453819585321 |
| 2018-04-01 | 240.437033964975 |
| 2018-05-01 | 240.904990435683 |
| 2018-06-01 | 241.361699880010 |
| 2018-07-01 | 240.953436204485 |
| 2018-08-01 | 241.367303835599 |
| 2018-09-01 | 240.715294858829 |
| 2018-10-01 | 240.954108225861 |
| 2018-11-01 | 240.404793916928 |
| 2018-12-01 | 240.278238741542 |
| 2019-01-01 | 241.067720666737 |
| 2019-02-01 | 240.689368291658 |
| 2019-03-01 | 240.850804889108 |
| 2019-04-01 | 241.518406369277 |
| 2019-05-01 | 241.062805387388 |
| 2019-06-01 | 241.027620016483 |
| 2019-07-01 | 240.465979411300 |
| 2019-08-01 | 240.395927804112 |
| 2019-09-01 | 239.794727490812 |
| 2019-10-01 | 239.318820774308 |
| 2019-11-01 | 241.557888175574 |
| 2019-12-01 | 242.249877170896 |
| 2020-01-01 | 242.642373700332 |
| 2020-02-01 | 243.207152992470 |
| 2020-03-01 | 241.155711883505 |
| 2020-04-01 | 200.638234069321 |
| 2020-05-01 | 208.269230740003 |
| 2020-06-01 | 219.902226620029 |
| 2020-07-01 | 221.921649831201 |
| 2020-08-01 | 223.535065136337 |
| 2020-09-01 | 225.887975065366 |
| 2020-10-01 | 228.256767398641 |
| 2020-11-01 | 227.730878216415 |
| 2020-12-01 | 227.643076005076 |
| 2021-01-01 | 228.360089946861 |
| 2021-02-01 | 229.656013993480 |
| 2021-03-01 | 230.010063383274 |
| 2021-04-01 | 230.604441066721 |
| 2021-05-01 | 231.460402619916 |
| 2021-06-01 | 231.599919038460 |
| 2021-07-01 | 232.865367640592 |
| 2021-08-01 | 232.801678648618 |
| 2021-09-01 | 230.461962808304 |
| 2021-10-01 | 233.344000676475 |
| 2021-11-01 | 233.860957706737 |
| 2021-12-01 | 234.183780343856 |
| 2022-01-01 | 234.460311210785 |
| 2022-02-01 | 235.089268007069 |
| 2022-03-01 | 235.618387522509 |
| 2022-04-01 | 238.842616632239 |
| 2022-05-01 | 238.821668184593 |
| 2022-06-01 | 239.835670002165 |
| 2022-07-01 | 240.759297359454 |
| 2022-08-01 | 241.565930458817 |
| 2022-09-01 | 241.980509608857 |
| 2022-10-01 | 243.078783562426 |
| 2022-11-01 | 243.430281093207 |
| 2022-12-01 | 243.912503106717 |
| 2023-01-01 | 244.684228031611 |
| 2023-02-01 | 244.980562402923 |
| 2023-03-01 | 244.228024604118 |
| 2023-04-01 | 243.609855091568 |
| 2023-05-01 | 242.999373046907 |
| 2023-06-01 | 243.629625282251 |
| 2023-07-01 | 243.134555099812 |
| 2023-08-01 | 242.831233158989 |
| 2023-09-01 | 242.947711115035 |
| 2023-10-01 | 242.595806540609 |
| 2023-11-01 | 242.854880065316 |
| 2023-12-01 | 243.057877895440 |
| 2024-01-01 | 243.078949295649 |
| 2024-02-01 | 243.152932147805 |
| 2024-03-01 | 243.556137204357 |
| 2024-04-01 | 243.497330358762 |
| 2024-05-01 | 244.182943162684 |
| 2024-06-01 | 243.930715005997 |
| 2024-07-01 | 243.769784278555 |
| 2024-08-01 | 243.505411929899 |
| 2024-09-01 | 243.637080362964 |
| 2024-10-01 | 243.814644688831 |
| 2024-11-01 | 243.817586317569 |
| 2024-12-01 | 244.348069861025 |
| 2025-01-01 | 243.940093371141 |
| 2025-02-01 | 244.164991511478 |
| 2025-03-01 | 243.810458654700 |
| 2025-04-01 | 243.911987396934 |
| 2025-05-01 | 243.282990865360 |
| 2025-06-01 | 242.589112685416 |
| 2025-07-01 | 242.324902985846 |
| 2025-08-01 | 242.609157096186 |
| 2025-09-01 | 241.878885086024 |
| 2025-10-01 | 241.487535953861 |
| 2025-11-01 | 240.570577970022 |
| 2025-12-01 | 240.402066154573 |
| 2026-01-01 | 240.935634029975 |
| 2026-02-01 | 240.351794407072 |
| 2026-03-01 | 240.940066224163 |
| 2026-04-01 | 240.771080807448 |