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 2026-06-01 |
| Last Updated | 2026-07-22 10:02 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 | 166.819291990393 |
| 1990-02-01 | 166.999806115015 |
| 1990-03-01 | 167.473685602054 |
| 1990-04-01 | 167.836677869035 |
| 1990-05-01 | 167.484462771572 |
| 1990-06-01 | 167.730335325064 |
| 1990-07-01 | 168.070977746176 |
| 1990-08-01 | 168.504382391336 |
| 1990-09-01 | 168.427132279574 |
| 1990-10-01 | 168.968327586595 |
| 1990-11-01 | 169.895633672444 |
| 1990-12-01 | 169.834597620186 |
| 1991-01-01 | 168.912595004412 |
| 1991-02-01 | 168.641050366389 |
| 1991-03-01 | 168.881638738036 |
| 1991-04-01 | 168.638479789178 |
| 1991-05-01 | 168.850190780015 |
| 1991-06-01 | 169.590336399301 |
| 1991-07-01 | 169.899418638818 |
| 1991-08-01 | 170.269278393632 |
| 1991-09-01 | 170.860775412243 |
| 1991-10-01 | 170.496766460986 |
| 1991-11-01 | 170.571406081792 |
| 1991-12-01 | 170.725048569103 |
| 1992-01-01 | 171.337626316820 |
| 1992-02-01 | 171.549478348957 |
| 1992-03-01 | 171.074553869154 |
| 1992-04-01 | 173.588940432929 |
| 1992-05-01 | 173.385477954087 |
| 1992-06-01 | 173.334882683266 |
| 1992-07-01 | 173.929957575277 |
| 1992-08-01 | 174.165811033766 |
| 1992-09-01 | 173.272065378319 |
| 1992-10-01 | 175.605634260076 |
| 1992-11-01 | 174.362374928824 |
| 1992-12-01 | 174.793280583571 |
| 1993-01-01 | 175.777126392717 |
| 1993-02-01 | 176.294219512483 |
| 1993-03-01 | 175.882755364970 |
| 1993-04-01 | 176.367019682091 |
| 1993-05-01 | 176.187834560420 |
| 1993-06-01 | 176.207639186093 |
| 1993-07-01 | 176.553782861666 |
| 1993-08-01 | 177.428211029441 |
| 1993-09-01 | 178.410429962466 |
| 1993-10-01 | 179.850203454258 |
| 1993-11-01 | 181.092333820571 |
| 1993-12-01 | 181.397543775955 |
| 1994-01-01 | 183.817580283907 |
| 1994-02-01 | 184.886049895739 |
| 1994-03-01 | 185.807167734029 |
| 1994-04-01 | 183.167216267161 |
| 1994-05-01 | 184.232141577820 |
| 1994-06-01 | 185.599981664860 |
| 1994-07-01 | 185.648077765086 |
| 1994-08-01 | 185.432778057056 |
| 1994-09-01 | 186.551927635761 |
| 1994-10-01 | 186.628731104398 |
| 1994-11-01 | 187.903814032598 |
| 1994-12-01 | 188.329211173065 |
| 1995-01-01 | 188.717442580691 |
| 1995-02-01 | 189.796989906559 |
| 1995-03-01 | 190.673481578553 |
| 1995-04-01 | 190.812943740018 |
| 1995-05-01 | 190.612523940804 |
| 1995-06-01 | 192.311777805420 |
| 1995-07-01 | 193.010681248136 |
| 1995-08-01 | 194.189746834495 |
| 1995-09-01 | 193.845160685766 |
| 1995-10-01 | 192.474015956922 |
| 1995-11-01 | 193.230115437777 |
| 1995-12-01 | 194.259326647706 |
| 1996-01-01 | 195.130587554873 |
| 1996-02-01 | 194.782395380389 |
| 1996-03-01 | 195.044057645061 |
| 1996-04-01 | 195.236138858166 |
| 1996-05-01 | 196.156396292177 |
| 1996-06-01 | 196.028808051813 |
| 1996-07-01 | 196.615896938638 |
| 1996-08-01 | 197.704659633711 |
| 1996-09-01 | 198.166681131900 |
| 1996-10-01 | 199.243902468519 |
| 1996-11-01 | 199.866967884569 |
| 1996-12-01 | 198.935445800826 |
| 1997-01-01 | 198.308286964309 |
| 1997-02-01 | 199.144335875336 |
| 1997-03-01 | 199.216587660864 |
| 1997-04-01 | 199.096886934681 |
| 1997-05-01 | 199.533529896087 |
| 1997-06-01 | 200.248540006414 |
| 1997-07-01 | 200.704797099307 |
| 1997-08-01 | 200.799775786278 |
| 1997-09-01 | 200.755100423803 |
| 1997-10-01 | 200.448930527350 |
| 1997-11-01 | 199.982279366046 |
| 1997-12-01 | 200.437428452389 |
| 1998-01-01 | 200.730322576769 |
| 1998-02-01 | 200.943342906219 |
| 1998-03-01 | 201.114775894820 |
| 1998-04-01 | 201.978151320993 |
| 1998-05-01 | 201.519641103305 |
| 1998-06-01 | 201.031525930523 |
| 1998-07-01 | 200.798488772647 |
| 1998-08-01 | 200.675201262640 |
| 1998-09-01 | 200.161480387022 |
| 1998-10-01 | 202.533626279535 |
| 1998-11-01 | 202.634542676973 |
| 1998-12-01 | 203.187388711245 |
| 1999-01-01 | 203.020419558812 |
| 1999-02-01 | 204.005094954994 |
| 1999-03-01 | 204.495982469852 |
| 1999-04-01 | 206.889682259077 |
| 1999-05-01 | 205.738810804212 |
| 1999-06-01 | 205.574115204700 |
| 1999-07-01 | 208.109347830257 |
| 1999-08-01 | 207.059022403106 |
| 1999-09-01 | 207.102975989333 |
| 1999-10-01 | 207.671653124385 |
| 1999-11-01 | 208.413100916120 |
| 1999-12-01 | 208.754074216883 |
| 2000-01-01 | 208.148237834559 |
| 2000-02-01 | 207.951491478300 |
| 2000-03-01 | 209.106572452735 |
| 2000-04-01 | 208.767629850908 |
| 2000-05-01 | 207.908098265677 |
| 2000-06-01 | 208.945938881991 |
| 2000-07-01 | 209.117179818941 |
| 2000-08-01 | 209.108963977577 |
| 2000-09-01 | 208.929286419217 |
| 2000-10-01 | 208.850110163126 |
| 2000-11-01 | 208.878835167892 |
| 2000-12-01 | 209.135021356939 |
| 2001-01-01 | 209.696224741401 |
| 2001-02-01 | 209.800277948206 |
| 2001-03-01 | 209.497754607134 |
| 2001-04-01 | 210.014494672083 |
| 2001-05-01 | 211.387864540753 |
| 2001-06-01 | 211.934627814666 |
| 2001-07-01 | 210.119362436218 |
| 2001-08-01 | 210.666651879659 |
| 2001-09-01 | 210.356850533033 |
| 2001-10-01 | 210.987216733885 |
| 2001-11-01 | 211.405958361968 |
| 2001-12-01 | 211.389082867217 |
| 2002-01-01 | 210.930245094058 |
| 2002-02-01 | 210.379401138165 |
| 2002-03-01 | 210.529557009977 |
| 2002-04-01 | 208.927253997712 |
| 2002-05-01 | 208.573150234161 |
| 2002-06-01 | 209.264115951594 |
| 2002-07-01 | 209.412761803496 |
| 2002-08-01 | 209.753215892479 |
| 2002-09-01 | 209.958710835382 |
| 2002-10-01 | 209.694859578397 |
| 2002-11-01 | 208.286612686315 |
| 2002-12-01 | 208.278078212560 |
| 2003-01-01 | 211.580337945694 |
| 2003-02-01 | 211.091116075844 |
| 2003-03-01 | 210.811709975632 |
| 2003-04-01 | 211.645594558940 |
| 2003-05-01 | 212.297304460233 |
| 2003-06-01 | 211.980827361258 |
| 2003-07-01 | 212.671058011838 |
| 2003-08-01 | 213.324727354576 |
| 2003-09-01 | 213.776388082209 |
| 2003-10-01 | 213.592430595076 |
| 2003-11-01 | 213.881248499904 |
| 2003-12-01 | 214.178012537239 |
| 2004-01-01 | 214.621397366896 |
| 2004-02-01 | 214.768496306173 |
| 2004-03-01 | 215.600833645826 |
| 2004-04-01 | 216.523227716485 |
| 2004-05-01 | 216.551547200512 |
| 2004-06-01 | 217.241229437065 |
| 2004-07-01 | 217.251790980543 |
| 2004-08-01 | 217.445822276940 |
| 2004-09-01 | 218.078149370945 |
| 2004-10-01 | 218.628518024933 |
| 2004-11-01 | 219.243361101282 |
| 2004-12-01 | 219.488942025590 |
| 2005-01-01 | 220.717871970214 |
| 2005-02-01 | 221.641100149340 |
| 2005-03-01 | 222.304392042798 |
| 2005-04-01 | 223.506697264421 |
| 2005-05-01 | 222.964811142545 |
| 2005-06-01 | 222.899787267524 |
| 2005-07-01 | 223.711148242806 |
| 2005-08-01 | 224.021347149058 |
| 2005-09-01 | 224.319641615849 |
| 2005-10-01 | 225.089729883947 |
| 2005-11-01 | 224.658190444193 |
| 2005-12-01 | 224.857424181138 |
| 2006-01-01 | 224.044692634849 |
| 2006-02-01 | 224.451551689159 |
| 2006-03-01 | 224.635946605669 |
| 2006-04-01 | 225.247327982440 |
| 2006-05-01 | 225.334771013249 |
| 2006-06-01 | 226.413142819163 |
| 2006-07-01 | 226.917986257084 |
| 2006-08-01 | 227.644484340928 |
| 2006-09-01 | 226.610292779790 |
| 2006-10-01 | 225.823325924689 |
| 2006-11-01 | 226.819780898119 |
| 2006-12-01 | 226.950664205644 |
| 2007-01-01 | 227.165409356576 |
| 2007-02-01 | 226.835946985321 |
| 2007-03-01 | 227.053341270022 |
| 2007-04-01 | 227.802614793238 |
| 2007-05-01 | 228.683341636351 |
| 2007-06-01 | 230.119486619430 |
| 2007-07-01 | 229.700671821107 |
| 2007-08-01 | 230.018840431890 |
| 2007-09-01 | 230.132812687462 |
| 2007-10-01 | 230.411690475833 |
| 2007-11-01 | 231.235925424263 |
| 2007-12-01 | 232.038527333362 |
| 2008-01-01 | 233.228844803516 |
| 2008-02-01 | 233.306498488438 |
| 2008-03-01 | 232.337683400077 |
| 2008-04-01 | 231.912308329262 |
| 2008-05-01 | 231.984691159235 |
| 2008-06-01 | 231.147685877939 |
| 2008-07-01 | 230.813017507591 |
| 2008-08-01 | 230.907207249297 |
| 2008-09-01 | 230.415637192364 |
| 2008-10-01 | 228.857415212540 |
| 2008-11-01 | 227.972869473694 |
| 2008-12-01 | 227.653519930527 |
| 2009-01-01 | 225.145266268851 |
| 2009-02-01 | 223.451407324219 |
| 2009-03-01 | 222.614543170431 |
| 2009-04-01 | 219.689840616578 |
| 2009-05-01 | 219.253784054069 |
| 2009-06-01 | 218.111340070632 |
| 2009-07-01 | 216.931623085929 |
| 2009-08-01 | 216.499197362501 |
| 2009-09-01 | 216.727966719773 |
| 2009-10-01 | 216.380471234928 |
| 2009-11-01 | 216.192368275754 |
| 2009-12-01 | 216.113326627909 |
| 2010-01-01 | 216.452314801512 |
| 2010-02-01 | 216.505580904512 |
| 2010-03-01 | 217.352473052966 |
| 2010-04-01 | 217.660364909120 |
| 2010-05-01 | 217.230092927424 |
| 2010-06-01 | 218.232666695172 |
| 2010-07-01 | 218.674954786049 |
| 2010-08-01 | 218.760934215542 |
| 2010-09-01 | 219.158356176831 |
| 2010-10-01 | 220.400314934003 |
| 2010-11-01 | 220.473112886009 |
| 2010-12-01 | 220.500695067435 |
| 2011-01-01 | 219.598519507341 |
| 2011-02-01 | 220.269753506882 |
| 2011-03-01 | 220.494088110398 |
| 2011-04-01 | 221.018243781347 |
| 2011-05-01 | 220.869905265814 |
| 2011-06-01 | 220.785871499589 |
| 2011-07-01 | 221.251342200860 |
| 2011-08-01 | 221.087150999011 |
| 2011-09-01 | 220.668647818885 |
| 2011-10-01 | 221.160210811347 |
| 2011-11-01 | 221.139808878495 |
| 2011-12-01 | 221.275782394681 |
| 2012-01-01 | 222.778958078551 |
| 2012-02-01 | 223.679543295518 |
| 2012-03-01 | 223.761601798348 |
| 2012-04-01 | 223.296942765372 |
| 2012-05-01 | 223.635390925659 |
| 2012-06-01 | 224.036063127901 |
| 2012-07-01 | 223.454490371964 |
| 2012-08-01 | 223.957523506238 |
| 2012-09-01 | 224.330579304606 |
| 2012-10-01 | 223.075746122130 |
| 2012-11-01 | 225.064001202694 |
| 2012-12-01 | 224.780185483747 |
| 2013-01-01 | 224.686218924327 |
| 2013-02-01 | 225.084574176379 |
| 2013-03-01 | 224.571733365402 |
| 2013-04-01 | 225.020846014249 |
| 2013-05-01 | 225.893743749028 |
| 2013-06-01 | 226.118453982364 |
| 2013-07-01 | 226.865803394879 |
| 2013-08-01 | 227.109886958121 |
| 2013-09-01 | 227.098013589113 |
| 2013-10-01 | 226.320723282708 |
| 2013-11-01 | 226.955102900322 |
| 2013-12-01 | 228.163221125778 |
| 2014-01-01 | 228.889610210944 |
| 2014-02-01 | 229.421076067703 |
| 2014-03-01 | 230.081254782412 |
| 2014-04-01 | 230.967824772890 |
| 2014-05-01 | 231.078336208085 |
| 2014-06-01 | 231.656858237846 |
| 2014-07-01 | 231.870364389800 |
| 2014-08-01 | 232.659764947451 |
| 2014-09-01 | 232.514880719543 |
| 2014-10-01 | 234.248712896038 |
| 2014-11-01 | 235.176521507601 |
| 2014-12-01 | 235.628766272362 |
| 2015-01-01 | 235.442062533481 |
| 2015-02-01 | 235.864398101685 |
| 2015-03-01 | 236.393185612133 |
| 2015-04-01 | 236.854666458050 |
| 2015-05-01 | 237.392241306767 |
| 2015-06-01 | 237.618886682999 |
| 2015-07-01 | 237.804441721985 |
| 2015-08-01 | 237.906933744498 |
| 2015-09-01 | 238.154280151880 |
| 2015-10-01 | 238.318399816332 |
| 2015-11-01 | 238.440198021967 |
| 2015-12-01 | 238.459036151358 |
| 2016-01-01 | 239.354420949004 |
| 2016-02-01 | 239.306841039642 |
| 2016-03-01 | 239.180033173156 |
| 2016-04-01 | 240.971584730687 |
| 2016-05-01 | 240.416565923751 |
| 2016-06-01 | 240.322600561127 |
| 2016-07-01 | 241.039822327428 |
| 2016-08-01 | 240.719504861669 |
| 2016-09-01 | 241.851410548496 |
| 2016-10-01 | 240.862715185223 |
| 2016-11-01 | 240.868666880168 |
| 2016-12-01 | 240.965446786687 |
| 2017-01-01 | 240.753347618113 |
| 2017-02-01 | 241.107917474431 |
| 2017-03-01 | 241.241198396445 |
| 2017-04-01 | 241.684883902074 |
| 2017-05-01 | 241.684097237472 |
| 2017-06-01 | 241.275186030190 |
| 2017-07-01 | 240.976859077607 |
| 2017-08-01 | 241.107778755882 |
| 2017-09-01 | 242.198280914573 |
| 2017-10-01 | 241.396538487336 |
| 2017-11-01 | 240.993091441377 |
| 2017-12-01 | 241.280286476829 |
| 2018-01-01 | 240.547322861010 |
| 2018-02-01 | 241.080090951187 |
| 2018-03-01 | 241.454029924283 |
| 2018-04-01 | 240.440488054540 |
| 2018-05-01 | 240.908373198385 |
| 2018-06-01 | 241.372127810101 |
| 2018-07-01 | 240.948069412526 |
| 2018-08-01 | 241.363179178812 |
| 2018-09-01 | 240.710849341304 |
| 2018-10-01 | 240.948697285366 |
| 2018-11-01 | 240.402217555936 |
| 2018-12-01 | 240.284085491511 |
| 2019-01-01 | 241.073157070459 |
| 2019-02-01 | 240.678922782255 |
| 2019-03-01 | 240.852572062902 |
| 2019-04-01 | 241.523587780418 |
| 2019-05-01 | 241.067175351314 |
| 2019-06-01 | 241.042973048057 |
| 2019-07-01 | 240.458220848226 |
| 2019-08-01 | 240.390158278969 |
| 2019-09-01 | 239.789548523508 |
| 2019-10-01 | 239.311588227684 |
| 2019-11-01 | 241.554847209622 |
| 2019-12-01 | 242.255776009009 |
| 2020-01-01 | 242.647931684340 |
| 2020-02-01 | 243.193998540124 |
| 2020-03-01 | 241.159863939136 |
| 2020-04-01 | 200.644974063663 |
| 2020-05-01 | 208.276389501917 |
| 2020-06-01 | 219.918180271850 |
| 2020-07-01 | 221.913689100313 |
| 2020-08-01 | 223.528194076449 |
| 2020-09-01 | 225.881462066337 |
| 2020-10-01 | 228.247591555090 |
| 2020-11-01 | 227.725645972350 |
| 2020-12-01 | 227.647309084020 |
| 2021-01-01 | 228.365735826536 |
| 2021-02-01 | 229.642334816747 |
| 2021-03-01 | 230.019419946883 |
| 2021-04-01 | 230.614119435790 |
| 2021-05-01 | 231.479359208874 |
| 2021-06-01 | 231.612650076148 |
| 2021-07-01 | 232.852981121091 |
| 2021-08-01 | 232.789991224546 |
| 2021-09-01 | 230.450719229787 |
| 2021-10-01 | 233.329684651661 |
| 2021-11-01 | 233.850779807051 |
| 2021-12-01 | 234.183133880273 |
| 2022-01-01 | 234.466248611932 |
| 2022-02-01 | 235.085242291915 |
| 2022-03-01 | 235.642082042905 |
| 2022-04-01 | 238.864843429850 |
| 2022-05-01 | 238.858487055390 |
| 2022-06-01 | 239.834467114449 |
| 2022-07-01 | 240.738642642812 |
| 2022-08-01 | 241.541464625134 |
| 2022-09-01 | 241.954787222675 |
| 2022-10-01 | 243.051124825366 |
| 2022-11-01 | 243.417812354197 |
| 2022-12-01 | 243.901806954055 |
| 2023-01-01 | 244.692262037287 |
| 2023-02-01 | 244.995576647978 |
| 2023-03-01 | 244.279199691305 |
| 2023-04-01 | 243.665638226703 |
| 2023-05-01 | 243.086019989648 |
| 2023-06-01 | 243.578883008987 |
| 2023-07-01 | 243.086156611268 |
| 2023-08-01 | 242.783305866103 |
| 2023-09-01 | 242.899994816491 |
| 2023-10-01 | 242.549587212850 |
| 2023-11-01 | 242.840900841808 |
| 2023-12-01 | 243.042556321906 |
| 2024-01-01 | 243.095527188141 |
| 2024-02-01 | 243.193908961984 |
| 2024-03-01 | 243.645094280832 |
| 2024-04-01 | 243.606893332895 |
| 2024-05-01 | 244.307655593182 |
| 2024-06-01 | 243.817738618201 |
| 2024-07-01 | 243.688830295437 |
| 2024-08-01 | 243.430984414123 |
| 2024-09-01 | 243.565223482362 |
| 2024-10-01 | 243.748960012907 |
| 2024-11-01 | 243.805400424297 |
| 2024-12-01 | 244.331132391612 |
| 2025-01-01 | 243.967974168984 |
| 2025-02-01 | 244.230771622739 |
| 2025-03-01 | 243.936497275009 |
| 2025-04-01 | 244.078683334352 |
| 2025-05-01 | 243.440304530090 |
| 2025-06-01 | 242.413753041237 |
| 2025-07-01 | 242.207457340372 |
| 2025-08-01 | 242.510611090303 |
| 2025-09-01 | 241.787875389372 |
| 2025-10-01 | 241.407260104952 |
| 2025-11-01 | 240.558397973398 |
| 2025-12-01 | 240.388026599009 |
| 2026-01-01 | 240.973581187518 |
| 2026-02-01 | 240.437082198028 |
| 2026-03-01 | 241.094771756938 |
| 2026-04-01 | 241.083609707605 |
| 2026-05-01 | 241.287665619627 |
| 2026-06-01 | 242.386805231339 |