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 2026-05-01 |
| Last Updated | 2026-06-24 10:11 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. 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 | 166.819271268402 |
| 1990-02-01 | 166.999785263097 |
| 1990-03-01 | 167.473646206872 |
| 1990-04-01 | 167.836736715678 |
| 1990-05-01 | 167.484510330518 |
| 1990-06-01 | 167.730386859275 |
| 1990-07-01 | 168.071020356052 |
| 1990-08-01 | 168.504415770925 |
| 1990-09-01 | 168.427160856812 |
| 1990-10-01 | 168.968353222681 |
| 1990-11-01 | 169.895575471461 |
| 1990-12-01 | 169.834466651253 |
| 1991-01-01 | 168.912562910282 |
| 1991-02-01 | 168.641004661242 |
| 1991-03-01 | 168.881555387844 |
| 1991-04-01 | 168.638581162395 |
| 1991-05-01 | 168.850262002540 |
| 1991-06-01 | 169.590389932641 |
| 1991-07-01 | 169.899468208220 |
| 1991-08-01 | 170.269319264550 |
| 1991-09-01 | 170.860805446254 |
| 1991-10-01 | 170.496789664026 |
| 1991-11-01 | 170.571350103349 |
| 1991-12-01 | 170.724918653861 |
| 1992-01-01 | 171.337572655081 |
| 1992-02-01 | 171.549399021998 |
| 1992-03-01 | 171.074422613475 |
| 1992-04-01 | 173.589086216696 |
| 1992-05-01 | 173.385585635800 |
| 1992-06-01 | 173.334944541303 |
| 1992-07-01 | 173.930018186183 |
| 1992-08-01 | 174.165859366050 |
| 1992-09-01 | 173.272093640306 |
| 1992-10-01 | 175.605646011802 |
| 1992-11-01 | 174.362325890561 |
| 1992-12-01 | 174.793158835985 |
| 1993-01-01 | 175.777047169374 |
| 1993-02-01 | 176.294106351847 |
| 1993-03-01 | 175.882575229683 |
| 1993-04-01 | 176.367211895120 |
| 1993-05-01 | 176.187977493481 |
| 1993-06-01 | 176.207707740254 |
| 1993-07-01 | 176.553852322794 |
| 1993-08-01 | 177.428263256552 |
| 1993-09-01 | 178.410450519468 |
| 1993-10-01 | 179.850200543007 |
| 1993-11-01 | 181.092292284354 |
| 1993-12-01 | 181.397438233270 |
| 1994-01-01 | 183.817472503845 |
| 1994-02-01 | 184.885927169963 |
| 1994-03-01 | 185.806992616866 |
| 1994-04-01 | 183.167402715040 |
| 1994-05-01 | 184.232297107674 |
| 1994-06-01 | 185.600056284223 |
| 1994-07-01 | 185.648149213223 |
| 1994-08-01 | 185.432825431746 |
| 1994-09-01 | 186.551940868929 |
| 1994-10-01 | 186.628717513189 |
| 1994-11-01 | 187.903782754846 |
| 1994-12-01 | 188.329126834399 |
| 1995-01-01 | 188.717325817384 |
| 1995-02-01 | 189.796874740158 |
| 1995-03-01 | 190.673318840928 |
| 1995-04-01 | 190.813120151627 |
| 1995-05-01 | 190.612672052802 |
| 1995-06-01 | 192.311843855660 |
| 1995-07-01 | 193.010743818514 |
| 1995-08-01 | 194.189784750894 |
| 1995-09-01 | 193.845164568787 |
| 1995-10-01 | 192.473995667605 |
| 1995-11-01 | 193.230091544955 |
| 1995-12-01 | 194.259265579927 |
| 1996-01-01 | 195.130478906270 |
| 1996-02-01 | 194.782314363021 |
| 1996-03-01 | 195.043954391486 |
| 1996-04-01 | 195.236256634975 |
| 1996-05-01 | 196.156509883239 |
| 1996-06-01 | 196.028862717395 |
| 1996-07-01 | 196.615942849821 |
| 1996-08-01 | 197.704682644143 |
| 1996-09-01 | 198.166679967459 |
| 1996-10-01 | 199.243881489299 |
| 1996-11-01 | 199.866953606495 |
| 1996-12-01 | 198.935408454260 |
| 1997-01-01 | 198.308203177965 |
| 1997-02-01 | 199.144291303804 |
| 1997-03-01 | 199.216536524097 |
| 1997-04-01 | 199.096952491891 |
| 1997-05-01 | 199.533598611822 |
| 1997-06-01 | 200.248579375739 |
| 1997-07-01 | 200.704824800628 |
| 1997-08-01 | 200.799786524036 |
| 1997-09-01 | 200.755096418160 |
| 1997-10-01 | 200.448912561777 |
| 1997-11-01 | 199.982272135629 |
| 1997-12-01 | 200.437413985617 |
| 1998-01-01 | 200.730260892628 |
| 1998-02-01 | 200.943331418078 |
| 1998-03-01 | 201.114775066318 |
| 1998-04-01 | 201.978164902198 |
| 1998-05-01 | 201.519667609632 |
| 1998-06-01 | 201.031554256866 |
| 1998-07-01 | 200.798502069160 |
| 1998-08-01 | 200.675202879346 |
| 1998-09-01 | 200.161478712829 |
| 1998-10-01 | 202.533616253816 |
| 1998-11-01 | 202.634540131954 |
| 1998-12-01 | 203.187384833633 |
| 1999-01-01 | 203.020385909557 |
| 1999-02-01 | 204.005093435126 |
| 1999-03-01 | 204.495984445524 |
| 1999-04-01 | 206.889689871648 |
| 1999-05-01 | 205.738818201505 |
| 1999-06-01 | 205.574130656875 |
| 1999-07-01 | 208.109352672707 |
| 1999-08-01 | 207.059022270585 |
| 1999-09-01 | 207.102975217758 |
| 1999-10-01 | 207.671646854591 |
| 1999-11-01 | 208.413099276929 |
| 1999-12-01 | 208.754074143019 |
| 2000-01-01 | 208.148223064332 |
| 2000-02-01 | 207.951492188899 |
| 2000-03-01 | 209.106573995104 |
| 2000-04-01 | 208.767633365038 |
| 2000-05-01 | 207.908099504648 |
| 2000-06-01 | 208.945948294564 |
| 2000-07-01 | 209.117181139796 |
| 2000-08-01 | 209.108962994450 |
| 2000-09-01 | 208.929285985597 |
| 2000-10-01 | 208.850106083309 |
| 2000-11-01 | 208.878834020007 |
| 2000-12-01 | 209.135019713446 |
| 2001-01-01 | 209.696223118756 |
| 2001-02-01 | 209.800276788793 |
| 2001-03-01 | 209.497754714676 |
| 2001-04-01 | 210.014496408541 |
| 2001-05-01 | 211.387865013971 |
| 2001-06-01 | 211.934633531984 |
| 2001-07-01 | 210.119362946817 |
| 2001-08-01 | 210.666650964850 |
| 2001-09-01 | 210.356849452785 |
| 2001-10-01 | 210.987213847257 |
| 2001-11-01 | 211.405957504199 |
| 2001-12-01 | 211.389082501678 |
| 2002-01-01 | 210.930245321409 |
| 2002-02-01 | 210.379401426464 |
| 2002-03-01 | 210.529557549487 |
| 2002-04-01 | 208.927254587891 |
| 2002-05-01 | 208.573150532868 |
| 2002-06-01 | 209.264118975620 |
| 2002-07-01 | 209.412761609518 |
| 2002-08-01 | 209.753214425600 |
| 2002-09-01 | 209.958708918877 |
| 2002-10-01 | 209.694856601408 |
| 2002-11-01 | 208.286611584451 |
| 2002-12-01 | 208.278078076019 |
| 2003-01-01 | 211.580344000269 |
| 2003-02-01 | 211.091116862530 |
| 2003-03-01 | 210.811710542388 |
| 2003-04-01 | 211.645594589811 |
| 2003-05-01 | 212.297305112360 |
| 2003-06-01 | 211.980827976027 |
| 2003-07-01 | 212.671055985022 |
| 2003-08-01 | 213.324725011699 |
| 2003-09-01 | 213.776384443145 |
| 2003-10-01 | 213.592425912024 |
| 2003-11-01 | 213.881246911578 |
| 2003-12-01 | 214.178013507488 |
| 2004-01-01 | 214.621410782047 |
| 2004-02-01 | 214.768499269279 |
| 2004-03-01 | 215.600835075649 |
| 2004-04-01 | 216.523226814896 |
| 2004-05-01 | 216.551546330281 |
| 2004-06-01 | 217.241231537554 |
| 2004-07-01 | 217.251785449061 |
| 2004-08-01 | 217.445816504889 |
| 2004-09-01 | 218.078142814363 |
| 2004-10-01 | 218.628510688449 |
| 2004-11-01 | 219.243355441572 |
| 2004-12-01 | 219.488937122095 |
| 2005-01-01 | 220.717911175352 |
| 2005-02-01 | 221.641106949470 |
| 2005-03-01 | 222.304389573990 |
| 2005-04-01 | 223.506694542759 |
| 2005-05-01 | 222.964809491612 |
| 2005-06-01 | 222.899791405123 |
| 2005-07-01 | 223.711139748084 |
| 2005-08-01 | 224.021337830635 |
| 2005-09-01 | 224.319628376058 |
| 2005-10-01 | 225.089715217125 |
| 2005-11-01 | 224.658177034199 |
| 2005-12-01 | 224.857419905333 |
| 2006-01-01 | 224.044754342773 |
| 2006-02-01 | 224.451563870251 |
| 2006-03-01 | 224.635951907998 |
| 2006-04-01 | 225.247321386546 |
| 2006-05-01 | 225.334767942608 |
| 2006-06-01 | 226.413150684195 |
| 2006-07-01 | 226.917976760271 |
| 2006-08-01 | 227.644467061480 |
| 2006-09-01 | 226.610265100563 |
| 2006-10-01 | 225.823295802324 |
| 2006-11-01 | 226.819758149770 |
| 2006-12-01 | 226.950665293642 |
| 2007-01-01 | 227.165500257940 |
| 2007-02-01 | 226.835969104737 |
| 2007-03-01 | 227.053355581641 |
| 2007-04-01 | 227.802610612213 |
| 2007-05-01 | 228.683328838556 |
| 2007-06-01 | 230.119501194813 |
| 2007-07-01 | 229.700665845987 |
| 2007-08-01 | 230.018824712104 |
| 2007-09-01 | 230.132791407339 |
| 2007-10-01 | 230.411545944407 |
| 2007-11-01 | 231.235922508813 |
| 2007-12-01 | 232.038553554037 |
| 2008-01-01 | 233.228981484027 |
| 2008-02-01 | 233.306521662222 |
| 2008-03-01 | 232.337708429114 |
| 2008-04-01 | 231.912307620975 |
| 2008-05-01 | 231.984674031051 |
| 2008-06-01 | 231.147717478861 |
| 2008-07-01 | 230.813027808851 |
| 2008-08-01 | 230.907200222947 |
| 2008-09-01 | 230.415607973844 |
| 2008-10-01 | 228.857113489541 |
| 2008-11-01 | 227.972826500618 |
| 2008-12-01 | 227.653672116382 |
| 2009-01-01 | 225.145412993242 |
| 2009-02-01 | 223.451435869018 |
| 2009-03-01 | 222.614567879519 |
| 2009-04-01 | 219.689854410973 |
| 2009-05-01 | 219.253775727329 |
| 2009-06-01 | 218.111400714799 |
| 2009-07-01 | 216.931676683227 |
| 2009-08-01 | 216.499231343666 |
| 2009-09-01 | 216.727956109287 |
| 2009-10-01 | 216.379866007543 |
| 2009-11-01 | 216.192290314193 |
| 2009-12-01 | 216.113608459053 |
| 2010-01-01 | 216.452456438060 |
| 2010-02-01 | 216.505626628246 |
| 2010-03-01 | 217.352517589457 |
| 2010-04-01 | 217.660392300973 |
| 2010-05-01 | 217.230120381954 |
| 2010-06-01 | 218.232777947079 |
| 2010-07-01 | 218.675055444616 |
| 2010-08-01 | 218.761026649960 |
| 2010-09-01 | 219.158431990353 |
| 2010-10-01 | 220.399478336291 |
| 2010-11-01 | 220.472607787659 |
| 2010-12-01 | 220.501227752897 |
| 2011-01-01 | 219.598694103638 |
| 2011-02-01 | 220.269841736379 |
| 2011-03-01 | 220.494155079662 |
| 2011-04-01 | 221.018312624481 |
| 2011-05-01 | 220.869968893852 |
| 2011-06-01 | 220.786022067731 |
| 2011-07-01 | 221.251498244305 |
| 2011-08-01 | 221.087323272510 |
| 2011-09-01 | 220.668780086380 |
| 2011-10-01 | 221.159181832243 |
| 2011-11-01 | 221.138915949281 |
| 2011-12-01 | 221.276439986685 |
| 2012-01-01 | 222.779201806654 |
| 2012-02-01 | 223.679687147023 |
| 2012-03-01 | 223.761704020886 |
| 2012-04-01 | 223.297038600521 |
| 2012-05-01 | 223.635481289125 |
| 2012-06-01 | 224.036228891888 |
| 2012-07-01 | 223.454676158006 |
| 2012-08-01 | 223.957753622599 |
| 2012-09-01 | 224.330735880194 |
| 2012-10-01 | 223.074773110140 |
| 2012-11-01 | 225.062673551615 |
| 2012-12-01 | 224.780968460821 |
| 2013-01-01 | 224.686490938785 |
| 2013-02-01 | 225.084782749848 |
| 2013-03-01 | 224.571877217730 |
| 2013-04-01 | 225.020868671740 |
| 2013-05-01 | 225.893851628291 |
| 2013-06-01 | 226.118596196068 |
| 2013-07-01 | 226.865984115314 |
| 2013-08-01 | 227.110121197392 |
| 2013-09-01 | 227.098260502735 |
| 2013-10-01 | 226.319869070238 |
| 2013-11-01 | 226.953762493457 |
| 2013-12-01 | 228.163885266825 |
| 2014-01-01 | 228.889864669964 |
| 2014-02-01 | 229.421307600782 |
| 2014-03-01 | 230.081405770032 |
| 2014-04-01 | 230.967697475985 |
| 2014-05-01 | 231.078428055334 |
| 2014-06-01 | 231.656965363607 |
| 2014-07-01 | 231.870490972983 |
| 2014-08-01 | 232.659933612461 |
| 2014-09-01 | 232.515529057609 |
| 2014-10-01 | 234.248067862671 |
| 2014-11-01 | 235.175112665304 |
| 2014-12-01 | 235.629300508518 |
| 2015-01-01 | 235.442332570808 |
| 2015-02-01 | 235.864701369375 |
| 2015-03-01 | 236.393335478185 |
| 2015-04-01 | 236.854260857988 |
| 2015-05-01 | 237.392050878658 |
| 2015-06-01 | 237.618749799729 |
| 2015-07-01 | 237.804510259265 |
| 2015-08-01 | 237.907217519320 |
| 2015-09-01 | 238.155561356966 |
| 2015-10-01 | 238.318063514610 |
| 2015-11-01 | 238.439111756028 |
| 2015-12-01 | 238.459224262569 |
| 2016-01-01 | 239.354692057722 |
| 2016-02-01 | 239.307294946182 |
| 2016-03-01 | 239.180181557515 |
| 2016-04-01 | 240.970713212862 |
| 2016-05-01 | 240.415549968309 |
| 2016-06-01 | 240.321822519009 |
| 2016-07-01 | 241.039930649042 |
| 2016-08-01 | 240.720193936423 |
| 2016-09-01 | 241.853529389983 |
| 2016-10-01 | 240.863490848009 |
| 2016-11-01 | 240.868798749000 |
| 2016-12-01 | 240.963834973383 |
| 2017-01-01 | 240.751771815781 |
| 2017-02-01 | 241.111898339691 |
| 2017-03-01 | 241.240968985202 |
| 2017-04-01 | 241.683371351543 |
| 2017-05-01 | 241.681453702289 |
| 2017-06-01 | 241.270476036455 |
| 2017-07-01 | 240.979070182460 |
| 2017-08-01 | 241.109684917692 |
| 2017-09-01 | 242.201043684434 |
| 2017-10-01 | 241.399298810084 |
| 2017-11-01 | 240.994466032222 |
| 2017-12-01 | 241.276787717039 |
| 2018-01-01 | 240.544022831166 |
| 2018-02-01 | 241.087855726076 |
| 2018-03-01 | 241.453380738653 |
| 2018-04-01 | 240.438019899404 |
| 2018-05-01 | 240.903493963391 |
| 2018-06-01 | 241.362995706817 |
| 2018-07-01 | 240.952199841925 |
| 2018-08-01 | 241.366357350495 |
| 2018-09-01 | 240.714450532089 |
| 2018-10-01 | 240.953581238073 |
| 2018-11-01 | 240.404717870684 |
| 2018-12-01 | 240.279327824301 |
| 2019-01-01 | 241.069127384417 |
| 2019-02-01 | 240.691403708715 |
| 2019-03-01 | 240.850458106201 |
| 2019-04-01 | 241.520072244102 |
| 2019-05-01 | 241.059293560831 |
| 2019-06-01 | 241.028687374517 |
| 2019-07-01 | 240.463970116021 |
| 2019-08-01 | 240.394816540445 |
| 2019-09-01 | 239.793826090679 |
| 2019-10-01 | 239.318097779862 |
| 2019-11-01 | 241.558121208882 |
| 2019-12-01 | 242.251745877182 |
| 2020-01-01 | 242.644266736409 |
| 2020-02-01 | 243.211474389518 |
| 2020-03-01 | 241.156973393936 |
| 2020-04-01 | 200.642713874981 |
| 2020-05-01 | 208.254570853473 |
| 2020-06-01 | 219.904901860553 |
| 2020-07-01 | 221.920487401345 |
| 2020-08-01 | 223.534064387555 |
| 2020-09-01 | 225.886906274965 |
| 2020-10-01 | 228.256098966375 |
| 2020-11-01 | 227.731411403566 |
| 2020-12-01 | 227.645635272338 |
| 2021-01-01 | 228.363047751981 |
| 2021-02-01 | 229.663642914628 |
| 2021-03-01 | 230.013791993491 |
| 2021-04-01 | 230.611889136682 |
| 2021-05-01 | 231.433933499213 |
| 2021-06-01 | 231.603222480917 |
| 2021-07-01 | 232.864347876828 |
| 2021-08-01 | 232.800377480894 |
| 2021-09-01 | 230.460223584308 |
| 2021-10-01 | 233.342529689625 |
| 2021-11-01 | 233.860991217983 |
| 2021-12-01 | 234.186833049341 |
| 2022-01-01 | 234.465757340399 |
| 2022-02-01 | 235.102547852930 |
| 2022-03-01 | 235.627031819390 |
| 2022-04-01 | 238.854108342835 |
| 2022-05-01 | 238.783908226599 |
| 2022-06-01 | 239.836752365146 |
| 2022-07-01 | 240.756225856976 |
| 2022-08-01 | 241.565308696709 |
| 2022-09-01 | 241.975361600765 |
| 2022-10-01 | 243.073228785069 |
| 2022-11-01 | 243.431171103640 |
| 2022-12-01 | 243.914786256228 |
| 2023-01-01 | 244.693023738773 |
| 2023-02-01 | 245.000984589259 |
| 2023-03-01 | 244.248423262112 |
| 2023-04-01 | 243.630919038066 |
| 2023-05-01 | 242.951037795075 |
| 2023-06-01 | 243.621388492020 |
| 2023-07-01 | 243.126083605849 |
| 2023-08-01 | 242.829518848395 |
| 2023-09-01 | 242.937735940945 |
| 2023-10-01 | 242.584929845593 |
| 2023-11-01 | 242.856731601609 |
| 2023-12-01 | 243.060901865912 |
| 2024-01-01 | 243.092732404974 |
| 2024-02-01 | 243.183124502539 |
| 2024-03-01 | 243.594455491710 |
| 2024-04-01 | 243.537536424667 |
| 2024-05-01 | 244.102732082063 |
| 2024-06-01 | 243.914103367968 |
| 2024-07-01 | 243.756284698711 |
| 2024-08-01 | 243.503182821865 |
| 2024-09-01 | 243.622215984747 |
| 2024-10-01 | 243.799348958305 |
| 2024-11-01 | 243.822257809968 |
| 2024-12-01 | 244.352429744219 |
| 2025-01-01 | 243.959625600028 |
| 2025-02-01 | 244.204291931186 |
| 2025-03-01 | 243.868135924112 |
| 2025-04-01 | 243.972839102519 |
| 2025-05-01 | 243.163942326241 |
| 2025-06-01 | 242.564223955872 |
| 2025-07-01 | 242.307082057168 |
| 2025-08-01 | 242.605727401157 |
| 2025-09-01 | 241.861562042451 |
| 2025-10-01 | 241.470654468870 |
| 2025-11-01 | 240.576850837438 |
| 2025-12-01 | 240.408083851984 |
| 2026-01-01 | 240.960152024452 |
| 2026-02-01 | 240.397617029777 |
| 2026-03-01 | 241.011857519811 |
| 2026-04-01 | 240.948332364543 |
| 2026-05-01 | 241.174096510262 |