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 2026-09-01 |
| Last Updated | 2026-10-20 10:40 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 | 134.3512454475 |
| 2003-02-01 | 134.1219436778 |
| 2003-03-01 | 133.5044843822 |
| 2003-04-01 | 134.0302383090 |
| 2003-05-01 | 134.0704862178 |
| 2003-06-01 | 133.9110494420 |
| 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 | 133.5931082203 |
| 2004-03-01 | 134.0047095483 |
| 2004-04-01 | 133.7342611726 |
| 2004-05-01 | 133.9840489335 |
| 2004-06-01 | 134.2195343100 |
| 2004-07-01 | 133.9563046682 |
| 2004-08-01 | 134.5463102856 |
| 2004-09-01 | 134.7540893305 |
| 2004-10-01 | 135.2677503727 |
| 2004-11-01 | 135.8284777486 |
| 2004-12-01 | 135.3942327756 |
| 2005-01-01 | 134.6669829711 |
| 2005-02-01 | 134.7780313255 |
| 2005-03-01 | 135.1158664881 |
| 2005-04-01 | 135.0394585968 |
| 2005-05-01 | 134.4566496547 |
| 2005-06-01 | 134.1209728244 |
| 2005-07-01 | 133.7906225061 |
| 2005-08-01 | 133.3662583090 |
| 2005-09-01 | 133.3042815233 |
| 2005-10-01 | 133.0012588232 |
| 2005-11-01 | 133.1910990534 |
| 2005-12-01 | 133.0921236496 |
| 2006-01-01 | 133.7266715620 |
| 2006-02-01 | 133.7204649275 |
| 2006-03-01 | 133.3774607501 |
| 2006-04-01 | 133.4949934054 |
| 2006-05-01 | 133.3375830395 |
| 2006-06-01 | 133.7341136435 |
| 2006-07-01 | 133.0284056706 |
| 2006-08-01 | 132.9946458390 |
| 2006-09-01 | 133.3788011521 |
| 2006-10-01 | 133.1014184140 |
| 2006-11-01 | 133.0870430875 |
| 2006-12-01 | 133.0170927683 |
| 2007-01-01 | 133.3637972065 |
| 2007-02-01 | 132.7035402657 |
| 2007-03-01 | 132.7171324159 |
| 2007-04-01 | 132.7493254738 |
| 2007-05-01 | 133.4748029087 |
| 2007-06-01 | 133.2512425855 |
| 2007-07-01 | 133.6097483758 |
| 2007-08-01 | 133.8404286092 |
| 2007-09-01 | 133.5556350395 |
| 2007-10-01 | 133.7894004917 |
| 2007-11-01 | 134.1935104640 |
| 2007-12-01 | 134.0070628696 |
| 2008-01-01 | 134.0648887530 |
| 2008-02-01 | 134.0097628392 |
| 2008-03-01 | 132.8452232395 |
| 2008-04-01 | 133.2529536649 |
| 2008-05-01 | 133.3362398111 |
| 2008-06-01 | 132.5836827973 |
| 2008-07-01 | 132.9353252363 |
| 2008-08-01 | 133.1606223947 |
| 2008-09-01 | 132.7823307288 |
| 2008-10-01 | 132.1866344027 |
| 2008-11-01 | 131.4079610591 |
| 2008-12-01 | 131.0060040070 |
| 2009-01-01 | 129.9143167356 |
| 2009-02-01 | 129.9008948877 |
| 2009-03-01 | 129.5258542655 |
| 2009-04-01 | 129.2244394035 |
| 2009-05-01 | 128.7080093284 |
| 2009-06-01 | 127.6857388146 |
| 2009-07-01 | 128.0102980730 |
| 2009-08-01 | 127.5996802477 |
| 2009-09-01 | 127.4962154985 |
| 2009-10-01 | 127.4666092628 |
| 2009-11-01 | 127.3185296911 |
| 2009-12-01 | 127.3853105097 |
| 2010-01-01 | 127.7150782913 |
| 2010-02-01 | 127.6376447922 |
| 2010-03-01 | 127.7138958159 |
| 2010-04-01 | 127.7628964755 |
| 2010-05-01 | 127.6298274146 |
| 2010-06-01 | 127.9324240188 |
| 2010-07-01 | 128.4151444577 |
| 2010-08-01 | 128.0261915001 |
| 2010-09-01 | 128.1438305871 |
| 2010-10-01 | 128.5733076684 |
| 2010-11-01 | 128.6251573201 |
| 2010-12-01 | 128.7778344521 |
| 2011-01-01 | 128.7917275184 |
| 2011-02-01 | 128.9941224778 |
| 2011-03-01 | 129.1378507051 |
| 2011-04-01 | 129.2275782040 |
| 2011-05-01 | 128.8021141059 |
| 2011-06-01 | 128.6113511624 |
| 2011-07-01 | 129.3797238751 |
| 2011-08-01 | 129.5250652447 |
| 2011-09-01 | 129.7945020236 |
| 2011-10-01 | 129.7704161392 |
| 2011-11-01 | 130.1881062869 |
| 2011-12-01 | 130.5572935781 |
| 2012-01-01 | 130.7742546295 |
| 2012-02-01 | 131.1959928204 |
| 2012-03-01 | 131.5297765239 |
| 2012-04-01 | 131.6649468324 |
| 2012-05-01 | 131.7432634374 |
| 2012-06-01 | 131.6441447127 |
| 2012-07-01 | 131.7382082833 |
| 2012-08-01 | 131.8304405174 |
| 2012-09-01 | 132.6475725788 |
| 2012-10-01 | 132.6967844590 |
| 2012-11-01 | 133.0532473873 |
| 2012-12-01 | 133.1565509685 |
| 2013-01-01 | 133.3272908773 |
| 2013-02-01 | 133.5006971942 |
| 2013-03-01 | 133.3160902049 |
| 2013-04-01 | 133.4565571152 |
| 2013-05-01 | 134.0999790933 |
| 2013-06-01 | 133.6921195600 |
| 2013-07-01 | 133.6409831131 |
| 2013-08-01 | 133.6064373399 |
| 2013-09-01 | 133.1501870636 |
| 2013-10-01 | 133.3909857185 |
| 2013-11-01 | 133.1000813468 |
| 2013-12-01 | 134.0453485009 |
| 2014-01-01 | 132.4886098012 |
| 2014-02-01 | 133.3962916337 |
| 2014-03-01 | 133.7694908623 |
| 2014-04-01 | 134.1905611661 |
| 2014-05-01 | 134.6510111012 |
| 2014-06-01 | 134.4423422692 |
| 2014-07-01 | 134.2299056205 |
| 2014-08-01 | 134.5923876493 |
| 2014-09-01 | 134.3227792115 |
| 2014-10-01 | 135.2679659945 |
| 2014-11-01 | 134.7778869666 |
| 2014-12-01 | 134.4174680090 |
| 2015-01-01 | 132.7277126561 |
| 2015-02-01 | 133.9498460366 |
| 2015-03-01 | 133.5180601894 |
| 2015-04-01 | 133.9618181783 |
| 2015-05-01 | 134.3241569987 |
| 2015-06-01 | 134.6381346828 |
| 2015-07-01 | 135.0178258542 |
| 2015-08-01 | 134.9118297898 |
| 2015-09-01 | 134.6750457474 |
| 2015-10-01 | 134.3116331845 |
| 2015-11-01 | 134.3134027748 |
| 2015-12-01 | 134.3639705188 |
| 2016-01-01 | 135.0816581931 |
| 2016-02-01 | 135.0789326642 |
| 2016-03-01 | 135.2156864584 |
| 2016-04-01 | 135.5580610471 |
| 2016-05-01 | 135.7110252417 |
| 2016-06-01 | 135.4748438206 |
| 2016-07-01 | 135.4203815651 |
| 2016-08-01 | 135.0609628994 |
| 2016-09-01 | 137.1818923229 |
| 2016-10-01 | 136.5633383240 |
| 2016-11-01 | 136.6620289380 |
| 2016-12-01 | 136.8308829698 |
| 2017-01-01 | 136.7319247126 |
| 2017-02-01 | 136.8677649003 |
| 2017-03-01 | 137.1788866351 |
| 2017-04-01 | 137.1677331511 |
| 2017-05-01 | 136.8363720607 |
| 2017-06-01 | 137.1729689396 |
| 2017-07-01 | 136.6924136824 |
| 2017-08-01 | 136.8238123570 |
| 2017-09-01 | 137.4255626424 |
| 2017-10-01 | 137.5760651651 |
| 2017-11-01 | 137.6009372472 |
| 2017-12-01 | 138.0198372151 |
| 2018-01-01 | 137.7150429322 |
| 2018-02-01 | 137.9017639759 |
| 2018-03-01 | 137.8021167769 |
| 2018-04-01 | 136.9606433393 |
| 2018-05-01 | 136.9476709931 |
| 2018-06-01 | 137.0441108206 |
| 2018-07-01 | 136.7542357496 |
| 2018-08-01 | 137.0017116569 |
| 2018-09-01 | 136.4474725267 |
| 2018-10-01 | 136.5138413928 |
| 2018-11-01 | 136.5692456062 |
| 2018-12-01 | 136.4127263797 |
| 2019-01-01 | 136.5371842724 |
| 2019-02-01 | 136.4739740920 |
| 2019-03-01 | 136.7881257531 |
| 2019-04-01 | 136.9436196375 |
| 2019-05-01 | 136.9953944259 |
| 2019-06-01 | 136.3743940562 |
| 2019-07-01 | 136.9516205372 |
| 2019-08-01 | 136.6360644190 |
| 2019-09-01 | 136.5739498189 |
| 2019-10-01 | 136.7103987479 |
| 2019-11-01 | 136.8798896152 |
| 2019-12-01 | 136.4852614497 |
| 2020-01-01 | 137.5753871093 |
| 2020-02-01 | 137.2085630273 |
| 2020-03-01 | 135.8621014711 |
| 2020-04-01 | 113.7851322980 |
| 2020-05-01 | 119.5684307079 |
| 2020-06-01 | 125.8421284322 |
| 2020-07-01 | 127.5907190864 |
| 2020-08-01 | 129.1926708459 |
| 2020-09-01 | 129.6885330242 |
| 2020-10-01 | 130.0706414664 |
| 2020-11-01 | 129.8410272566 |
| 2020-12-01 | 129.9538136355 |
| 2021-01-01 | 130.6020496481 |
| 2021-02-01 | 130.7399778694 |
| 2021-03-01 | 131.2841541219 |
| 2021-04-01 | 131.9019058636 |
| 2021-05-01 | 132.0854783917 |
| 2021-06-01 | 133.2621951882 |
| 2021-07-01 | 132.9783371296 |
| 2021-08-01 | 132.9417647036 |
| 2021-09-01 | 132.3205721329 |
| 2021-10-01 | 133.3470149302 |
| 2021-11-01 | 133.8257878783 |
| 2021-12-01 | 134.3845828329 |
| 2022-01-01 | 133.5284827938 |
| 2022-02-01 | 133.7946226734 |
| 2022-03-01 | 134.0325344107 |
| 2022-04-01 | 133.9834762580 |
| 2022-05-01 | 133.9723135694 |
| 2022-06-01 | 133.7349101396 |
| 2022-07-01 | 133.7110248954 |
| 2022-08-01 | 133.3102344322 |
| 2022-09-01 | 132.8673532687 |
| 2022-10-01 | 132.5681521425 |
| 2022-11-01 | 132.5975257396 |
| 2022-12-01 | 133.3917935990 |
| 2023-01-01 | 133.4543975303 |
| 2023-02-01 | 133.6122570234 |
| 2023-03-01 | 133.7358888900 |
| 2023-04-01 | 133.7096721836 |
| 2023-05-01 | 133.9755954991 |
| 2023-06-01 | 134.1828876002 |
| 2023-07-01 | 134.4830195497 |
| 2023-08-01 | 134.8376656154 |
| 2023-09-01 | 135.7624659565 |
| 2023-10-01 | 136.1036195045 |
| 2023-11-01 | 136.0839532333 |
| 2023-12-01 | 136.2746188540 |
| 2024-01-01 | 136.7568491389 |
| 2024-02-01 | 136.8219145252 |
| 2024-03-01 | 136.9013065953 |
| 2024-04-01 | 137.4439625807 |
| 2024-05-01 | 137.4819144998 |
| 2024-06-01 | 137.6734357287 |
| 2024-07-01 | 137.4901990100 |
| 2024-08-01 | 137.4675848345 |
| 2024-09-01 | 137.3487807687 |
| 2024-10-01 | 137.7048995094 |
| 2024-11-01 | 137.9438582493 |
| 2024-12-01 | 138.2916266318 |
| 2025-01-01 | 137.1516633719 |
| 2025-02-01 | 136.6118311291 |
| 2025-03-01 | 136.6293469121 |
| 2025-04-01 | 137.0898020171 |
| 2025-05-01 | 137.1106893404 |
| 2025-06-01 | 136.2919949290 |
| 2025-07-01 | 137.3312863888 |
| 2025-08-01 | 136.9942700812 |
| 2025-09-01 | 136.6525547490 |
| 2025-10-01 | 135.7489442687 |
| 2025-11-01 | 135.1854301715 |
| 2025-12-01 | 135.9075453622 |
| 2026-01-01 | 136.1533588672 |
| 2026-02-01 | 136.2174313009 |
| 2026-03-01 | 136.3503015889 |
| 2026-04-01 | 135.6148968536 |
| 2026-05-01 | 135.5314867020 |
| 2026-06-01 | 135.9586007163 |
| 2026-07-01 | 135.7899660268 |
| 2026-08-01 | 135.7360934204 |
| 2026-09-01 | 135.6462315643 |