Table Data - All Employees: Private Service Providing in Canton-Massillon, OH (MSA)
| Title | All Employees: Private Service Providing in Canton-Massillon, OH (MSA) |
|---|---|
| Series ID | SMU39159400800000001SA |
| 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 10:35 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 | 94.3559479991 |
| 1990-02-01 | 94.0474618167 |
| 1990-03-01 | 94.5354489906 |
| 1990-04-01 | 94.5092745838 |
| 1990-05-01 | 94.7422862298 |
| 1990-06-01 | 95.8428895944 |
| 1990-07-01 | 95.7784227885 |
| 1990-08-01 | 95.8552817511 |
| 1990-09-01 | 95.8206445304 |
| 1990-10-01 | 95.5433036082 |
| 1990-11-01 | 95.6570004491 |
| 1990-12-01 | 95.7461693446 |
| 1991-01-01 | 95.8600590715 |
| 1991-02-01 | 95.8921026206 |
| 1991-03-01 | 95.6845021691 |
| 1991-04-01 | 96.1188244683 |
| 1991-05-01 | 96.2701832672 |
| 1991-06-01 | 95.9152520305 |
| 1991-07-01 | 96.1265330319 |
| 1991-08-01 | 96.2737286632 |
| 1991-09-01 | 96.6842014241 |
| 1991-10-01 | 96.3418408990 |
| 1991-11-01 | 96.2489480835 |
| 1991-12-01 | 96.2310190873 |
| 1992-01-01 | 96.1925511915 |
| 1992-02-01 | 96.2839685651 |
| 1992-03-01 | 96.3875441176 |
| 1992-04-01 | 96.7365503059 |
| 1992-05-01 | 97.1098949396 |
| 1992-06-01 | 96.8875591279 |
| 1992-07-01 | 97.1093494219 |
| 1992-08-01 | 97.0234029328 |
| 1992-09-01 | 96.7708008793 |
| 1992-10-01 | 98.4190573383 |
| 1992-11-01 | 97.9274427910 |
| 1992-12-01 | 97.8869293158 |
| 1993-01-01 | 97.9360222231 |
| 1993-02-01 | 97.6861713711 |
| 1993-03-01 | 97.4582651573 |
| 1993-04-01 | 97.6714588160 |
| 1993-05-01 | 97.4738771628 |
| 1993-06-01 | 97.2268246919 |
| 1993-07-01 | 98.0964906087 |
| 1993-08-01 | 98.3912435290 |
| 1993-09-01 | 98.2604267024 |
| 1993-10-01 | 98.3871209342 |
| 1993-11-01 | 98.1881029952 |
| 1993-12-01 | 98.7329753576 |
| 1994-01-01 | 99.7861050224 |
| 1994-02-01 | 100.0190411179 |
| 1994-03-01 | 100.4373149398 |
| 1994-04-01 | 99.9164999397 |
| 1994-05-01 | 100.0340319887 |
| 1994-06-01 | 100.2760069258 |
| 1994-07-01 | 99.6453406947 |
| 1994-08-01 | 99.0392736896 |
| 1994-09-01 | 99.7159166937 |
| 1994-10-01 | 100.3578323368 |
| 1994-11-01 | 100.8864896545 |
| 1994-12-01 | 101.1950412599 |
| 1995-01-01 | 101.1179356392 |
| 1995-02-01 | 101.8067939671 |
| 1995-03-01 | 102.2461335338 |
| 1995-04-01 | 102.1586529052 |
| 1995-05-01 | 102.3594866234 |
| 1995-06-01 | 102.7268781975 |
| 1995-07-01 | 102.3441561504 |
| 1995-08-01 | 103.5567097327 |
| 1995-09-01 | 104.1584230961 |
| 1995-10-01 | 104.4499602073 |
| 1995-11-01 | 104.5969479489 |
| 1995-12-01 | 104.7622105140 |
| 1996-01-01 | 104.6754178474 |
| 1996-02-01 | 104.4162219253 |
| 1996-03-01 | 104.7328483833 |
| 1996-04-01 | 105.1606005321 |
| 1996-05-01 | 105.2229322924 |
| 1996-06-01 | 106.0098917476 |
| 1996-07-01 | 105.9855217583 |
| 1996-08-01 | 106.2557662277 |
| 1996-09-01 | 106.5595358375 |
| 1996-10-01 | 106.6952451420 |
| 1996-11-01 | 106.8443349297 |
| 1996-12-01 | 106.7504065267 |
| 1997-01-01 | 107.0077254226 |
| 1997-02-01 | 107.1535532813 |
| 1997-03-01 | 107.3683464282 |
| 1997-04-01 | 107.0943652967 |
| 1997-05-01 | 107.5818608805 |
| 1997-06-01 | 107.2717939262 |
| 1997-07-01 | 107.5284125563 |
| 1997-08-01 | 107.4447039723 |
| 1997-09-01 | 107.5659973609 |
| 1997-10-01 | 107.5712593047 |
| 1997-11-01 | 107.3830431175 |
| 1997-12-01 | 107.8466583539 |
| 1998-01-01 | 108.3258091245 |
| 1998-02-01 | 108.3753169747 |
| 1998-03-01 | 108.5475323694 |
| 1998-04-01 | 108.4925537195 |
| 1998-05-01 | 108.9761945981 |
| 1998-06-01 | 108.1215538767 |
| 1998-07-01 | 108.7587662240 |
| 1998-08-01 | 108.9478265634 |
| 1998-09-01 | 108.7477567498 |
| 1998-10-01 | 109.1682688398 |
| 1998-11-01 | 109.0214983756 |
| 1998-12-01 | 109.0434659628 |
| 1999-01-01 | 108.5078419608 |
| 1999-02-01 | 108.9092175541 |
| 1999-03-01 | 108.5807979204 |
| 1999-04-01 | 109.7036174462 |
| 1999-05-01 | 109.5306948196 |
| 1999-06-01 | 109.5018856072 |
| 1999-07-01 | 109.6103636719 |
| 1999-08-01 | 109.5579864616 |
| 1999-09-01 | 108.8379100561 |
| 1999-10-01 | 109.6049642042 |
| 1999-11-01 | 110.2846068049 |
| 1999-12-01 | 110.6942332185 |
| 2000-01-01 | 112.1319493729 |
| 2000-02-01 | 111.8544783173 |
| 2000-03-01 | 112.4122574535 |
| 2000-04-01 | 112.7636559093 |
| 2000-05-01 | 112.6129676249 |
| 2000-06-01 | 113.6302549128 |
| 2000-07-01 | 112.8605420887 |
| 2000-08-01 | 113.6803198305 |
| 2000-09-01 | 113.6961488500 |
| 2000-10-01 | 113.8800259712 |
| 2000-11-01 | 114.1028953002 |
| 2000-12-01 | 114.4332977750 |
| 2001-01-01 | 115.4557448558 |
| 2001-02-01 | 115.0483827240 |
| 2001-03-01 | 114.6871801259 |
| 2001-04-01 | 115.4769629839 |
| 2001-05-01 | 115.2213572882 |
| 2001-06-01 | 116.0821065996 |
| 2001-07-01 | 115.6714375299 |
| 2001-08-01 | 115.0929866013 |
| 2001-09-01 | 115.2563344063 |
| 2001-10-01 | 114.6689594962 |
| 2001-11-01 | 114.5776507584 |
| 2001-12-01 | 114.4702670173 |
| 2002-01-01 | 114.3988147833 |
| 2002-02-01 | 114.0422705861 |
| 2002-03-01 | 114.3744405666 |
| 2002-04-01 | 113.6194844289 |
| 2002-05-01 | 113.5883064058 |
| 2002-06-01 | 113.0399217346 |
| 2002-07-01 | 113.8069653573 |
| 2002-08-01 | 113.5250058328 |
| 2002-09-01 | 113.7210820031 |
| 2002-10-01 | 113.8397993925 |
| 2002-11-01 | 113.8760364654 |
| 2002-12-01 | 114.1422924924 |
| 2003-01-01 | 113.0125121779 |
| 2003-02-01 | 112.8073877384 |
| 2003-03-01 | 112.2180945303 |
| 2003-04-01 | 112.6698894243 |
| 2003-05-01 | 112.9002225735 |
| 2003-06-01 | 112.6232963365 |
| 2003-07-01 | 113.0842824753 |
| 2003-08-01 | 113.1702101675 |
| 2003-09-01 | 112.7271432538 |
| 2003-10-01 | 113.0941323031 |
| 2003-11-01 | 112.3024216381 |
| 2003-12-01 | 112.1270781288 |
| 2004-01-01 | 111.8985018512 |
| 2004-02-01 | 112.0239992599 |
| 2004-03-01 | 112.3215358916 |
| 2004-04-01 | 112.1875663236 |
| 2004-05-01 | 112.4340567151 |
| 2004-06-01 | 112.8889462930 |
| 2004-07-01 | 112.6688025257 |
| 2004-08-01 | 113.2211827274 |
| 2004-09-01 | 113.5836336938 |
| 2004-10-01 | 113.8971612178 |
| 2004-11-01 | 114.2667757894 |
| 2004-12-01 | 114.2708400300 |
| 2005-01-01 | 113.0234745720 |
| 2005-02-01 | 113.2844376550 |
| 2005-03-01 | 113.9103408652 |
| 2005-04-01 | 113.7906116648 |
| 2005-05-01 | 113.2371385640 |
| 2005-06-01 | 113.1487249052 |
| 2005-07-01 | 112.5737205299 |
| 2005-08-01 | 112.2717192964 |
| 2005-09-01 | 112.1668038560 |
| 2005-10-01 | 111.8236158703 |
| 2005-11-01 | 111.8610715356 |
| 2005-12-01 | 111.9187925152 |
| 2006-01-01 | 112.2276318873 |
| 2006-02-01 | 112.5313635646 |
| 2006-03-01 | 112.3187349195 |
| 2006-04-01 | 112.3464752482 |
| 2006-05-01 | 112.1408582322 |
| 2006-06-01 | 112.9234534628 |
| 2006-07-01 | 112.1142858249 |
| 2006-08-01 | 112.1356123087 |
| 2006-09-01 | 112.3608874294 |
| 2006-10-01 | 112.2951859758 |
| 2006-11-01 | 111.9754895535 |
| 2006-12-01 | 112.1893885281 |
| 2007-01-01 | 112.3316898666 |
| 2007-02-01 | 111.9529428235 |
| 2007-03-01 | 111.8880219186 |
| 2007-04-01 | 112.1888171862 |
| 2007-05-01 | 112.7523450893 |
| 2007-06-01 | 112.8543549676 |
| 2007-07-01 | 112.8013593037 |
| 2007-08-01 | 112.9153781923 |
| 2007-09-01 | 112.7562887934 |
| 2007-10-01 | 113.0574913122 |
| 2007-11-01 | 113.4914340693 |
| 2007-12-01 | 113.1521275059 |
| 2008-01-01 | 113.3649430144 |
| 2008-02-01 | 113.1878786863 |
| 2008-03-01 | 112.1600991223 |
| 2008-04-01 | 112.5001094852 |
| 2008-05-01 | 112.6651502539 |
| 2008-06-01 | 112.1945521576 |
| 2008-07-01 | 112.1474536263 |
| 2008-08-01 | 112.1911735710 |
| 2008-09-01 | 112.3709677122 |
| 2008-10-01 | 111.5484841631 |
| 2008-11-01 | 110.8917069538 |
| 2008-12-01 | 110.5334726249 |
| 2009-01-01 | 109.6259272575 |
| 2009-02-01 | 109.2142061388 |
| 2009-03-01 | 109.1133429339 |
| 2009-04-01 | 108.5872279556 |
| 2009-05-01 | 107.9906354606 |
| 2009-06-01 | 107.5845019496 |
| 2009-07-01 | 107.7381377115 |
| 2009-08-01 | 107.3668002075 |
| 2009-09-01 | 107.2756506561 |
| 2009-10-01 | 106.9500412770 |
| 2009-11-01 | 106.8857806104 |
| 2009-12-01 | 107.0034723781 |
| 2010-01-01 | 107.0197958566 |
| 2010-02-01 | 107.1635836123 |
| 2010-03-01 | 107.1784476742 |
| 2010-04-01 | 107.2576828317 |
| 2010-05-01 | 106.4158736099 |
| 2010-06-01 | 107.2013656973 |
| 2010-07-01 | 107.5389079872 |
| 2010-08-01 | 107.4277234879 |
| 2010-09-01 | 107.6844558554 |
| 2010-10-01 | 108.0833610458 |
| 2010-11-01 | 108.0863342260 |
| 2010-12-01 | 108.0869728078 |
| 2011-01-01 | 108.4102459382 |
| 2011-02-01 | 108.6195433257 |
| 2011-03-01 | 108.5854940212 |
| 2011-04-01 | 108.6311267819 |
| 2011-05-01 | 108.1158869972 |
| 2011-06-01 | 108.6727265580 |
| 2011-07-01 | 108.9741372508 |
| 2011-08-01 | 108.8392301486 |
| 2011-09-01 | 109.2037129591 |
| 2011-10-01 | 109.2938265029 |
| 2011-11-01 | 109.7804167643 |
| 2011-12-01 | 110.1780075917 |
| 2012-01-01 | 110.4935685401 |
| 2012-02-01 | 110.6999299939 |
| 2012-03-01 | 111.1550906226 |
| 2012-04-01 | 111.4578857169 |
| 2012-05-01 | 111.2982995552 |
| 2012-06-01 | 111.7152325037 |
| 2012-07-01 | 111.3913279071 |
| 2012-08-01 | 111.3860032178 |
| 2012-09-01 | 112.3222935139 |
| 2012-10-01 | 112.4106348607 |
| 2012-11-01 | 112.7667902254 |
| 2012-12-01 | 112.9801156412 |
| 2013-01-01 | 113.0586851306 |
| 2013-02-01 | 113.2948837588 |
| 2013-03-01 | 113.2446289280 |
| 2013-04-01 | 113.2166597599 |
| 2013-05-01 | 113.9951640227 |
| 2013-06-01 | 113.6844958258 |
| 2013-07-01 | 113.6398833847 |
| 2013-08-01 | 113.4801230376 |
| 2013-09-01 | 113.3120723642 |
| 2013-10-01 | 113.3951651132 |
| 2013-11-01 | 113.2302567766 |
| 2013-12-01 | 113.9651442608 |
| 2014-01-01 | 112.5393162768 |
| 2014-02-01 | 113.5871057605 |
| 2014-03-01 | 113.9055591578 |
| 2014-04-01 | 114.3219337603 |
| 2014-05-01 | 114.6732447507 |
| 2014-06-01 | 114.2771295827 |
| 2014-07-01 | 114.3729138281 |
| 2014-08-01 | 114.5791673848 |
| 2014-09-01 | 114.2583353911 |
| 2014-10-01 | 115.2559196092 |
| 2014-11-01 | 114.7074890918 |
| 2014-12-01 | 114.4217035443 |
| 2015-01-01 | 113.3110688475 |
| 2015-02-01 | 114.0530212565 |
| 2015-03-01 | 113.8071504642 |
| 2015-04-01 | 114.0625342651 |
| 2015-05-01 | 114.4392964746 |
| 2015-06-01 | 114.7128378606 |
| 2015-07-01 | 115.0258481794 |
| 2015-08-01 | 114.8908221508 |
| 2015-09-01 | 114.6773525564 |
| 2015-10-01 | 114.3814102081 |
| 2015-11-01 | 114.3413511897 |
| 2015-12-01 | 114.4706089860 |
| 2016-01-01 | 114.9761257946 |
| 2016-02-01 | 115.0946889097 |
| 2016-03-01 | 115.1692381584 |
| 2016-04-01 | 115.6548374219 |
| 2016-05-01 | 115.7919788366 |
| 2016-06-01 | 115.4582838156 |
| 2016-07-01 | 115.5483653628 |
| 2016-08-01 | 115.3460772718 |
| 2016-09-01 | 116.8492858967 |
| 2016-10-01 | 116.3982686218 |
| 2016-11-01 | 116.5652658145 |
| 2016-12-01 | 116.5167171232 |
| 2017-01-01 | 116.4232069440 |
| 2017-02-01 | 116.5264691245 |
| 2017-03-01 | 116.8131653992 |
| 2017-04-01 | 116.8700643208 |
| 2017-05-01 | 116.4922729142 |
| 2017-06-01 | 116.7103705849 |
| 2017-07-01 | 116.4834655685 |
| 2017-08-01 | 116.6016527515 |
| 2017-09-01 | 116.9793713277 |
| 2017-10-01 | 117.2004469048 |
| 2017-11-01 | 117.0722775915 |
| 2017-12-01 | 117.5679154649 |
| 2018-01-01 | 117.2883466159 |
| 2018-02-01 | 117.4793392434 |
| 2018-03-01 | 117.3844076547 |
| 2018-04-01 | 116.6918941283 |
| 2018-05-01 | 116.6811619804 |
| 2018-06-01 | 116.8185795237 |
| 2018-07-01 | 116.6699593255 |
| 2018-08-01 | 116.7851589856 |
| 2018-09-01 | 116.4018172512 |
| 2018-10-01 | 116.3183881673 |
| 2018-11-01 | 116.4165032749 |
| 2018-12-01 | 116.1935246276 |
| 2019-01-01 | 116.4914335682 |
| 2019-02-01 | 116.4524630856 |
| 2019-03-01 | 116.6911785865 |
| 2019-04-01 | 116.7924219672 |
| 2019-05-01 | 116.8978206324 |
| 2019-06-01 | 116.7190121769 |
| 2019-07-01 | 116.8016378194 |
| 2019-08-01 | 116.4531051288 |
| 2019-09-01 | 116.4436199975 |
| 2019-10-01 | 116.4889523289 |
| 2019-11-01 | 116.6085944005 |
| 2019-12-01 | 116.1116357294 |
| 2020-01-01 | 117.2102121107 |
| 2020-02-01 | 117.0557229685 |
| 2020-03-01 | 115.7427598078 |
| 2020-04-01 | 94.4421905464 |
| 2020-05-01 | 100.5288079671 |
| 2020-06-01 | 106.2783062281 |
| 2020-07-01 | 108.0816372535 |
| 2020-08-01 | 109.3614966202 |
| 2020-09-01 | 110.0017077093 |
| 2020-10-01 | 110.8073802884 |
| 2020-11-01 | 110.6604156269 |
| 2020-12-01 | 110.5333417678 |
| 2021-01-01 | 111.4297142213 |
| 2021-02-01 | 111.7555754009 |
| 2021-03-01 | 112.1230755190 |
| 2021-04-01 | 112.6332933747 |
| 2021-05-01 | 112.9978474121 |
| 2021-06-01 | 113.4277510662 |
| 2021-07-01 | 113.3533179578 |
| 2021-08-01 | 113.4645384246 |
| 2021-09-01 | 112.6896099102 |
| 2021-10-01 | 114.0649542312 |
| 2021-11-01 | 114.5458662938 |
| 2021-12-01 | 114.8512686965 |
| 2022-01-01 | 114.3548337488 |
| 2022-02-01 | 114.6750566232 |
| 2022-03-01 | 114.7953101741 |
| 2022-04-01 | 114.7781571955 |
| 2022-05-01 | 114.7330374972 |
| 2022-06-01 | 114.2546220538 |
| 2022-07-01 | 114.4206470742 |
| 2022-08-01 | 113.8807189722 |
| 2022-09-01 | 113.6133388672 |
| 2022-10-01 | 113.2534195460 |
| 2022-11-01 | 113.2384093728 |
| 2022-12-01 | 113.9618598340 |
| 2023-01-01 | 114.2896612094 |
| 2023-02-01 | 114.4816589024 |
| 2023-03-01 | 114.6317202127 |
| 2023-04-01 | 114.6296605618 |
| 2023-05-01 | 114.8751868566 |
| 2023-06-01 | 115.1914217343 |
| 2023-07-01 | 115.2803604619 |
| 2023-08-01 | 115.4497229623 |
| 2023-09-01 | 116.4699480307 |
| 2023-10-01 | 116.8643814578 |
| 2023-11-01 | 116.8338049011 |
| 2023-12-01 | 116.8847050448 |
| 2024-01-01 | 117.4025592838 |
| 2024-02-01 | 117.5912977093 |
| 2024-03-01 | 117.5383377561 |
| 2024-04-01 | 118.1027973392 |
| 2024-05-01 | 118.1266574265 |
| 2024-06-01 | 118.3342297035 |
| 2024-07-01 | 118.2693887295 |
| 2024-08-01 | 118.2075455297 |
| 2024-09-01 | 118.2184857611 |
| 2024-10-01 | 118.4461606732 |
| 2024-11-01 | 118.6955771464 |
| 2024-12-01 | 118.9379910978 |
| 2025-01-01 | 118.0041899875 |
| 2025-02-01 | 117.7916964514 |
| 2025-03-01 | 117.8402352145 |
| 2025-04-01 | 117.8936217207 |
| 2025-05-01 | 117.9123267039 |
| 2025-06-01 | 117.6915145202 |
| 2025-07-01 | 117.9929899787 |
| 2025-08-01 | 118.1375650577 |
| 2025-09-01 | 118.0601462312 |
| 2025-10-01 | 116.8972487654 |
| 2025-11-01 | 116.4334848324 |
| 2025-12-01 | 117.1808342109 |
| 2026-01-01 | 117.4103355120 |
| 2026-02-01 | 117.5016134750 |
| 2026-03-01 | 117.5360592958 |
| 2026-04-01 | 116.7980904044 |
| 2026-05-01 | 117.1049864852 |
| 2026-06-01 | 117.5645999127 |
| 2026-07-01 | 117.1533779482 |
| 2026-08-01 | 117.1838030247 |
| 2026-09-01 | 116.8828141218 |