Table Data - All Employees: Service-Providing in Canton-Massillon, OH (MSA)
| Title | All Employees: Service-Providing in Canton-Massillon, OH (MSA) |
|---|---|
| Series ID | SMU39159400700000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:32 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 | 113.3491561638 |
| 1990-02-01 | 113.1846170752 |
| 1990-03-01 | 113.7660989946 |
| 1990-04-01 | 114.0006811528 |
| 1990-05-01 | 114.4112100761 |
| 1990-06-01 | 115.1581517332 |
| 1990-07-01 | 115.2783344951 |
| 1990-08-01 | 115.3986233152 |
| 1990-09-01 | 115.1099505577 |
| 1990-10-01 | 114.7474677766 |
| 1990-11-01 | 114.6545625730 |
| 1990-12-01 | 114.7684817330 |
| 1991-01-01 | 115.0672982979 |
| 1991-02-01 | 115.1358761603 |
| 1991-03-01 | 114.9009509579 |
| 1991-04-01 | 115.0979044822 |
| 1991-05-01 | 115.4292515056 |
| 1991-06-01 | 114.5465568228 |
| 1991-07-01 | 115.7427564474 |
| 1991-08-01 | 115.7196993816 |
| 1991-09-01 | 115.9705849802 |
| 1991-10-01 | 115.6243604613 |
| 1991-11-01 | 115.7534554906 |
| 1991-12-01 | 115.5447646405 |
| 1992-01-01 | 115.5392939842 |
| 1992-02-01 | 115.6333735390 |
| 1992-03-01 | 115.7715662633 |
| 1992-04-01 | 116.1789098389 |
| 1992-05-01 | 116.3649874175 |
| 1992-06-01 | 115.9547603538 |
| 1992-07-01 | 116.2572857482 |
| 1992-08-01 | 116.1814744117 |
| 1992-09-01 | 115.8315719233 |
| 1992-10-01 | 117.7679409217 |
| 1992-11-01 | 117.3323154162 |
| 1992-12-01 | 117.2824412388 |
| 1993-01-01 | 117.4631621185 |
| 1993-02-01 | 117.0554276059 |
| 1993-03-01 | 116.7061373556 |
| 1993-04-01 | 116.8578882912 |
| 1993-05-01 | 116.5029366844 |
| 1993-06-01 | 116.0296463173 |
| 1993-07-01 | 116.9835985177 |
| 1993-08-01 | 117.2717750419 |
| 1993-09-01 | 117.0856523471 |
| 1993-10-01 | 117.5017904370 |
| 1993-11-01 | 117.3899582266 |
| 1993-12-01 | 117.8112867400 |
| 1994-01-01 | 118.7235038856 |
| 1994-02-01 | 118.6889976097 |
| 1994-03-01 | 118.9546083326 |
| 1994-04-01 | 118.6600087754 |
| 1994-05-01 | 118.9437447286 |
| 1994-06-01 | 118.8849759053 |
| 1994-07-01 | 118.3579921014 |
| 1994-08-01 | 117.7551293107 |
| 1994-09-01 | 118.3919679867 |
| 1994-10-01 | 119.0400025683 |
| 1994-11-01 | 119.3929206309 |
| 1994-12-01 | 119.6679154345 |
| 1995-01-01 | 119.5881233538 |
| 1995-02-01 | 120.2617000694 |
| 1995-03-01 | 120.7380635801 |
| 1995-04-01 | 120.8745020247 |
| 1995-05-01 | 120.9185440391 |
| 1995-06-01 | 121.4121368950 |
| 1995-07-01 | 121.1937878956 |
| 1995-08-01 | 122.4186479805 |
| 1995-09-01 | 123.0982378713 |
| 1995-10-01 | 123.1032472014 |
| 1995-11-01 | 123.3012670506 |
| 1995-12-01 | 123.7466673847 |
| 1996-01-01 | 123.8561026216 |
| 1996-02-01 | 123.6421909529 |
| 1996-03-01 | 124.1151749098 |
| 1996-04-01 | 124.4469527552 |
| 1996-05-01 | 124.5453441325 |
| 1996-06-01 | 125.3543145032 |
| 1996-07-01 | 125.4660896363 |
| 1996-08-01 | 125.6830838788 |
| 1996-09-01 | 126.0699447910 |
| 1996-10-01 | 126.1292495190 |
| 1996-11-01 | 126.4316112560 |
| 1996-12-01 | 126.2476259115 |
| 1997-01-01 | 126.2770489216 |
| 1997-02-01 | 126.7622075714 |
| 1997-03-01 | 126.9476603551 |
| 1997-04-01 | 126.6482786902 |
| 1997-05-01 | 127.2326570055 |
| 1997-06-01 | 127.0839150025 |
| 1997-07-01 | 127.7462150351 |
| 1997-08-01 | 127.0582269674 |
| 1997-09-01 | 127.3834382157 |
| 1997-10-01 | 127.3863135384 |
| 1997-11-01 | 127.2299749371 |
| 1997-12-01 | 127.5432956090 |
| 1998-01-01 | 127.9594702821 |
| 1998-02-01 | 128.1681811334 |
| 1998-03-01 | 128.2372901776 |
| 1998-04-01 | 128.1120532818 |
| 1998-05-01 | 128.7764337768 |
| 1998-06-01 | 127.9016875824 |
| 1998-07-01 | 128.4828467384 |
| 1998-08-01 | 129.0421478441 |
| 1998-09-01 | 128.7946144247 |
| 1998-10-01 | 129.3743948510 |
| 1998-11-01 | 129.2523257542 |
| 1998-12-01 | 129.3207744800 |
| 1999-01-01 | 128.4811370575 |
| 1999-02-01 | 129.2898377610 |
| 1999-03-01 | 128.9701277164 |
| 1999-04-01 | 129.9146227413 |
| 1999-05-01 | 129.7882497761 |
| 1999-06-01 | 129.7404490460 |
| 1999-07-01 | 129.9484227706 |
| 1999-08-01 | 130.0001989000 |
| 1999-09-01 | 129.3185892397 |
| 1999-10-01 | 130.4037083379 |
| 1999-11-01 | 131.2197591956 |
| 1999-12-01 | 131.5388498287 |
| 2000-01-01 | 132.9276945172 |
| 2000-02-01 | 132.5506300112 |
| 2000-03-01 | 133.1995584910 |
| 2000-04-01 | 133.6530125985 |
| 2000-05-01 | 133.8790843648 |
| 2000-06-01 | 134.1328126669 |
| 2000-07-01 | 133.7887521248 |
| 2000-08-01 | 134.2259726985 |
| 2000-09-01 | 134.1935741209 |
| 2000-10-01 | 134.4686899263 |
| 2000-11-01 | 134.7754139517 |
| 2000-12-01 | 135.0540399393 |
| 2001-01-01 | 136.2766524627 |
| 2001-02-01 | 135.9764429112 |
| 2001-03-01 | 135.5469488869 |
| 2001-04-01 | 136.3622482201 |
| 2001-05-01 | 135.9898426089 |
| 2001-06-01 | 136.7590004684 |
| 2001-07-01 | 136.8015395571 |
| 2001-08-01 | 136.1151773640 |
| 2001-09-01 | 136.3617402443 |
| 2001-10-01 | 135.7221910277 |
| 2001-11-01 | 135.8016038400 |
| 2001-12-01 | 135.8811962627 |
| 2002-01-01 | 135.8491705808 |
| 2002-02-01 | 135.5177084907 |
| 2002-03-01 | 135.7935505325 |
| 2002-04-01 | 134.9857369089 |
| 2002-05-01 | 135.0665613925 |
| 2002-06-01 | 134.2223268857 |
| 2002-07-01 | 135.4275314321 |
| 2002-08-01 | 135.2148384239 |
| 2002-09-01 | 135.4269562472 |
| 2002-10-01 | 135.2552066338 |
| 2002-11-01 | 135.2500631690 |
| 2002-12-01 | 135.1781733311 |
| 2003-01-01 | 134.3512454476 |
| 2003-02-01 | 134.1219436778 |
| 2003-03-01 | 133.5044843822 |
| 2003-04-01 | 134.0302383090 |
| 2003-05-01 | 134.0704862178 |
| 2003-06-01 | 133.9110494419 |
| 2003-07-01 | 134.4472564032 |
| 2003-08-01 | 134.6307011522 |
| 2003-09-01 | 134.1151057799 |
| 2003-10-01 | 134.3740496115 |
| 2003-11-01 | 133.7857500979 |
| 2003-12-01 | 133.5997909793 |
| 2004-01-01 | 133.2956118642 |
| 2004-02-01 | 133.5931082204 |
| 2004-03-01 | 134.0047095484 |
| 2004-04-01 | 133.7342611726 |
| 2004-05-01 | 133.9840489335 |
| 2004-06-01 | 134.2195343098 |
| 2004-07-01 | 133.9563046681 |
| 2004-08-01 | 134.5463102857 |
| 2004-09-01 | 134.7540893306 |
| 2004-10-01 | 135.2677503728 |
| 2004-11-01 | 135.8284777487 |
| 2004-12-01 | 135.3942327757 |
| 2005-01-01 | 134.6669829709 |
| 2005-02-01 | 134.7780313255 |
| 2005-03-01 | 135.1158664881 |
| 2005-04-01 | 135.0394585969 |
| 2005-05-01 | 134.4566496548 |
| 2005-06-01 | 134.1209728230 |
| 2005-07-01 | 133.7906225064 |
| 2005-08-01 | 133.3662583094 |
| 2005-09-01 | 133.3042815238 |
| 2005-10-01 | 133.0012588236 |
| 2005-11-01 | 133.1910990538 |
| 2005-12-01 | 133.0921236500 |
| 2006-01-01 | 133.7266715605 |
| 2006-02-01 | 133.7204649275 |
| 2006-03-01 | 133.3774607501 |
| 2006-04-01 | 133.4949934055 |
| 2006-05-01 | 133.3375830398 |
| 2006-06-01 | 133.7341136406 |
| 2006-07-01 | 133.0284056715 |
| 2006-08-01 | 132.9946458401 |
| 2006-09-01 | 133.3788011532 |
| 2006-10-01 | 133.1014184148 |
| 2006-11-01 | 133.0870430883 |
| 2006-12-01 | 133.0170927693 |
| 2007-01-01 | 133.3637972040 |
| 2007-02-01 | 132.7035402658 |
| 2007-03-01 | 132.7171324157 |
| 2007-04-01 | 132.7493254730 |
| 2007-05-01 | 133.4748029074 |
| 2007-06-01 | 133.2512425781 |
| 2007-07-01 | 133.6097483832 |
| 2007-08-01 | 133.8404286071 |
| 2007-09-01 | 133.5556350385 |
| 2007-10-01 | 133.7894004923 |
| 2007-11-01 | 134.1935104686 |
| 2007-12-01 | 134.0070628776 |
| 2008-01-01 | 134.0648887563 |
| 2008-02-01 | 134.0097628433 |
| 2008-03-01 | 132.8452232383 |
| 2008-04-01 | 133.2529536582 |
| 2008-05-01 | 133.3362397890 |
| 2008-06-01 | 132.5836827804 |
| 2008-07-01 | 132.9353252483 |
| 2008-08-01 | 133.1606223925 |
| 2008-09-01 | 132.7823307326 |
| 2008-10-01 | 132.1866344116 |
| 2008-11-01 | 131.4079610767 |
| 2008-12-01 | 131.0060040305 |
| 2009-01-01 | 129.9143167520 |
| 2009-02-01 | 129.9008948952 |
| 2009-03-01 | 129.5258542533 |
| 2009-04-01 | 129.2244393713 |
| 2009-05-01 | 128.7080092607 |
| 2009-06-01 | 127.6857387677 |
| 2009-07-01 | 128.0102980834 |
| 2009-08-01 | 127.5996802581 |
| 2009-09-01 | 127.4962155400 |
| 2009-10-01 | 127.4666093181 |
| 2009-11-01 | 127.3185297561 |
| 2009-12-01 | 127.3853105662 |
| 2010-01-01 | 127.7150783116 |
| 2010-02-01 | 127.6376447907 |
| 2010-03-01 | 127.7138958008 |
| 2010-04-01 | 127.7628964596 |
| 2010-05-01 | 127.6298268771 |
| 2010-06-01 | 127.9324240318 |
| 2010-07-01 | 128.4151445523 |
| 2010-08-01 | 128.0261916163 |
| 2010-09-01 | 128.1438307646 |
| 2010-10-01 | 128.5733078818 |
| 2010-11-01 | 128.6251575259 |
| 2010-12-01 | 128.7778345890 |
| 2011-01-01 | 128.7917273006 |
| 2011-02-01 | 128.9941223910 |
| 2011-03-01 | 129.1378505590 |
| 2011-04-01 | 129.2275780622 |
| 2011-05-01 | 128.8021131956 |
| 2011-06-01 | 128.6113511818 |
| 2011-07-01 | 129.3797240704 |
| 2011-08-01 | 129.5250655467 |
| 2011-09-01 | 129.7945025235 |
| 2011-10-01 | 129.7704168481 |
| 2011-11-01 | 130.1881069135 |
| 2011-12-01 | 130.5572940822 |
| 2012-01-01 | 130.7742538841 |
| 2012-02-01 | 131.1959927691 |
| 2012-03-01 | 131.5297737018 |
| 2012-04-01 | 131.6649467398 |
| 2012-05-01 | 131.7432625154 |
| 2012-06-01 | 131.6441453086 |
| 2012-07-01 | 131.7382092690 |
| 2012-08-01 | 131.8304417185 |
| 2012-09-01 | 132.6475739091 |
| 2012-10-01 | 132.6967858478 |
| 2012-11-01 | 133.0532483049 |
| 2012-12-01 | 133.1565514298 |
| 2013-01-01 | 133.3272888951 |
| 2013-02-01 | 133.5006961977 |
| 2013-03-01 | 133.3160836466 |
| 2013-04-01 | 133.4565563106 |
| 2013-05-01 | 134.0999784985 |
| 2013-06-01 | 133.6921213043 |
| 2013-07-01 | 133.6409861667 |
| 2013-08-01 | 133.6064423759 |
| 2013-09-01 | 133.1501912897 |
| 2013-10-01 | 133.3909884835 |
| 2013-11-01 | 133.1000821743 |
| 2013-12-01 | 134.0453468831 |
| 2014-01-01 | 132.4886030153 |
| 2014-02-01 | 133.3962852217 |
| 2014-03-01 | 133.7694772409 |
| 2014-04-01 | 134.1905578168 |
| 2014-05-01 | 134.6510096748 |
| 2014-06-01 | 134.4423442640 |
| 2014-07-01 | 134.2299341883 |
| 2014-08-01 | 134.5924033338 |
| 2014-09-01 | 134.3227842095 |
| 2014-10-01 | 135.2679672965 |
| 2014-11-01 | 134.7778838159 |
| 2014-12-01 | 134.4174573787 |
| 2015-01-01 | 132.7276926097 |
| 2015-02-01 | 133.9498254143 |
| 2015-03-01 | 133.5180363117 |
| 2015-04-01 | 133.9618117588 |
| 2015-05-01 | 134.3241604998 |
| 2015-06-01 | 134.6381462115 |
| 2015-07-01 | 135.0178902189 |
| 2015-08-01 | 134.9118649485 |
| 2015-09-01 | 134.6750576342 |
| 2015-10-01 | 134.3116364824 |
| 2015-11-01 | 134.3133974889 |
| 2015-12-01 | 134.3639440002 |
| 2016-01-01 | 135.0816086875 |
| 2016-02-01 | 135.0788773382 |
| 2016-03-01 | 135.2156238485 |
| 2016-04-01 | 135.5580139886 |
| 2016-05-01 | 135.7109897016 |
| 2016-06-01 | 135.4750911439 |
| 2016-07-01 | 135.4204463994 |
| 2016-08-01 | 135.0609934706 |
| 2016-09-01 | 137.1818990998 |
| 2016-10-01 | 136.5633373478 |
| 2016-11-01 | 136.6620161467 |
| 2016-12-01 | 136.8308417313 |
| 2017-01-01 | 136.7318376002 |
| 2017-02-01 | 136.8675992008 |
| 2017-03-01 | 137.1787857234 |
| 2017-04-01 | 137.1676684496 |
| 2017-05-01 | 136.8363209565 |
| 2017-06-01 | 137.1735073393 |
| 2017-07-01 | 136.6924381826 |
| 2017-08-01 | 136.8238754731 |
| 2017-09-01 | 137.4255813321 |
| 2017-10-01 | 137.5760546865 |
| 2017-11-01 | 137.6008999404 |
| 2017-12-01 | 138.0197590106 |
| 2018-01-01 | 137.7148955478 |
| 2018-02-01 | 137.9014702314 |
| 2018-03-01 | 137.8019599311 |
| 2018-04-01 | 136.9605339418 |
| 2018-05-01 | 136.9475608561 |
| 2018-06-01 | 137.0451643798 |
| 2018-07-01 | 136.7541968258 |
| 2018-08-01 | 137.0018018570 |
| 2018-09-01 | 136.4474460998 |
| 2018-10-01 | 136.5138866347 |
| 2018-11-01 | 136.5692700027 |
| 2018-12-01 | 136.4122086549 |
| 2019-01-01 | 136.5370796563 |
| 2019-02-01 | 136.4736333563 |
| 2019-03-01 | 136.7879736462 |
| 2019-04-01 | 136.9435172396 |
| 2019-05-01 | 136.9952865787 |
| 2019-06-01 | 136.3757507508 |
| 2019-07-01 | 136.9515377980 |
| 2019-08-01 | 136.6362136211 |
| 2019-09-01 | 136.5739216142 |
| 2019-10-01 | 136.7105530260 |
| 2019-11-01 | 136.8800351174 |
| 2019-12-01 | 136.4843560229 |
| 2020-01-01 | 137.5753473544 |
| 2020-02-01 | 137.2081680238 |
| 2020-03-01 | 135.8617774070 |
| 2020-04-01 | 113.7847946356 |
| 2020-05-01 | 119.5681319080 |
| 2020-06-01 | 125.8437018870 |
| 2020-07-01 | 127.5907535163 |
| 2020-08-01 | 129.1931251069 |
| 2020-09-01 | 129.6888376419 |
| 2020-10-01 | 130.0712035032 |
| 2020-11-01 | 129.8414413614 |
| 2020-12-01 | 129.9524875113 |
| 2021-01-01 | 130.6018569225 |
| 2021-02-01 | 130.7391240533 |
| 2021-03-01 | 131.2831977902 |
| 2021-04-01 | 131.9009807106 |
| 2021-05-01 | 132.0849403332 |
| 2021-06-01 | 133.2637644732 |
| 2021-07-01 | 132.9790719384 |
| 2021-08-01 | 132.9432532955 |
| 2021-09-01 | 132.3219717527 |
| 2021-10-01 | 133.3484267845 |
| 2021-11-01 | 133.8253579808 |
| 2021-12-01 | 134.3831547293 |
| 2022-01-01 | 133.5284159818 |
| 2022-02-01 | 133.7925226708 |
| 2022-03-01 | 134.0300577614 |
| 2022-04-01 | 133.9823344334 |
| 2022-05-01 | 133.9714242441 |
| 2022-06-01 | 133.7316484962 |
| 2022-07-01 | 133.7147961111 |
| 2022-08-01 | 133.3208737375 |
| 2022-09-01 | 132.8660394433 |
| 2022-10-01 | 132.5722009870 |
| 2022-11-01 | 132.5951708352 |
| 2022-12-01 | 133.3879078691 |
| 2023-01-01 | 133.4530545834 |
| 2023-02-01 | 133.6084629187 |
| 2023-03-01 | 133.7317126135 |
| 2023-04-01 | 133.7087593842 |
| 2023-05-01 | 133.9751538858 |
| 2023-06-01 | 134.1759221924 |
| 2023-07-01 | 134.4923017869 |
| 2023-08-01 | 134.8614398233 |
| 2023-09-01 | 135.7534724381 |
| 2023-10-01 | 136.1080467320 |
| 2023-11-01 | 136.0777170166 |
| 2023-12-01 | 136.2677730150 |
| 2024-01-01 | 136.7542042915 |
| 2024-02-01 | 136.8174790282 |
| 2024-03-01 | 136.8970365807 |
| 2024-04-01 | 137.4447969045 |
| 2024-05-01 | 137.4829097746 |
| 2024-06-01 | 137.6631624272 |
| 2024-07-01 | 137.5043554090 |
| 2024-08-01 | 137.5029872437 |
| 2024-09-01 | 137.3324367768 |
| 2024-10-01 | 137.7091159082 |
| 2024-11-01 | 137.9336985931 |
| 2024-12-01 | 138.2810369663 |
| 2025-01-01 | 137.1470397956 |
| 2025-02-01 | 136.6071723985 |
| 2025-03-01 | 136.6258808922 |
| 2025-04-01 | 137.0928410110 |
| 2025-05-01 | 137.1139852108 |
| 2025-06-01 | 136.2828164019 |
| 2025-07-01 | 137.3494416684 |
| 2025-08-01 | 137.0362316707 |
| 2025-09-01 | 136.6274318550 |
| 2025-10-01 | 135.7512053925 |
| 2025-11-01 | 135.1715599275 |
| 2025-12-01 | 135.8949806368 |
| 2026-01-01 | 136.1483072130 |
| 2026-02-01 | 136.2135217269 |
| 2026-03-01 | 136.3477648360 |
| 2026-04-01 | 135.6192007047 |
| 2026-05-01 | 135.5354280911 |
| 2026-06-01 | 135.9469740729 |
| 2026-07-01 | 135.8087537874 |
| 2026-08-01 | 135.7811825204 |