Table Data - All Employees: Private Service Providing in Kokomo, IN (MSA)
| Title | All Employees: Private Service Providing in Kokomo, IN (MSA) |
|---|---|
| Series ID | SMU18290200800000001SA |
| 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 11:12 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 | 19.8622495543 |
| 1990-02-01 | 19.7832870714 |
| 1990-03-01 | 19.8225843569 |
| 1990-04-01 | 19.7297800753 |
| 1990-05-01 | 19.9100431055 |
| 1990-06-01 | 19.9366788403 |
| 1990-07-01 | 20.0994274443 |
| 1990-08-01 | 20.1275637643 |
| 1990-09-01 | 20.2240908142 |
| 1990-10-01 | 20.2954231647 |
| 1990-11-01 | 20.3268291453 |
| 1990-12-01 | 20.2078160420 |
| 1991-01-01 | 19.7345008997 |
| 1991-02-01 | 19.6878188326 |
| 1991-03-01 | 18.6090857916 |
| 1991-04-01 | 19.0222586285 |
| 1991-05-01 | 20.0071313741 |
| 1991-06-01 | 20.2224383227 |
| 1991-07-01 | 19.9327822488 |
| 1991-08-01 | 19.9512479262 |
| 1991-09-01 | 20.0225249963 |
| 1991-10-01 | 19.9976994931 |
| 1991-11-01 | 19.9351534219 |
| 1991-12-01 | 20.0135559488 |
| 1992-01-01 | 20.1987694506 |
| 1992-02-01 | 20.5929296414 |
| 1992-03-01 | 20.5824527695 |
| 1992-04-01 | 20.7100549563 |
| 1992-05-01 | 20.5962173905 |
| 1992-06-01 | 20.4978579996 |
| 1992-07-01 | 20.8937583292 |
| 1992-08-01 | 20.7799763390 |
| 1992-09-01 | 20.6313086777 |
| 1992-10-01 | 20.6973407271 |
| 1992-11-01 | 20.7443764293 |
| 1992-12-01 | 20.8175926883 |
| 1993-01-01 | 21.0687653349 |
| 1993-02-01 | 20.9896535703 |
| 1993-03-01 | 21.0429780259 |
| 1993-04-01 | 21.2063159920 |
| 1993-05-01 | 21.2874439768 |
| 1993-06-01 | 21.3847878934 |
| 1993-07-01 | 21.2463417591 |
| 1993-08-01 | 21.4977583012 |
| 1993-09-01 | 21.2400517181 |
| 1993-10-01 | 21.6955074390 |
| 1993-11-01 | 21.9477325120 |
| 1993-12-01 | 22.0107831526 |
| 1994-01-01 | 22.0580330740 |
| 1994-02-01 | 21.8038918129 |
| 1994-03-01 | 22.3085747800 |
| 1994-04-01 | 21.7241974767 |
| 1994-05-01 | 21.5566760804 |
| 1994-06-01 | 21.6472125027 |
| 1994-07-01 | 19.9057094350 |
| 1994-08-01 | 21.5094644916 |
| 1994-09-01 | 21.8447201262 |
| 1994-10-01 | 21.8857108950 |
| 1994-11-01 | 21.8485960411 |
| 1994-12-01 | 21.9965790533 |
| 1995-01-01 | 22.3810520770 |
| 1995-02-01 | 22.5088355756 |
| 1995-03-01 | 22.7998974021 |
| 1995-04-01 | 22.8589154134 |
| 1995-05-01 | 23.0226252604 |
| 1995-06-01 | 23.0158597190 |
| 1995-07-01 | 22.8250471861 |
| 1995-08-01 | 22.8968586881 |
| 1995-09-01 | 22.7356422031 |
| 1995-10-01 | 22.8742111929 |
| 1995-11-01 | 22.8530695267 |
| 1995-12-01 | 23.1760314451 |
| 1996-01-01 | 22.4580295261 |
| 1996-02-01 | 22.4238780312 |
| 1996-03-01 | 22.3145080958 |
| 1996-04-01 | 22.1882515884 |
| 1996-05-01 | 22.0780159656 |
| 1996-06-01 | 21.9592928578 |
| 1996-07-01 | 22.4419484955 |
| 1996-08-01 | 22.2561813476 |
| 1996-09-01 | 22.1168341354 |
| 1996-10-01 | 21.6819680663 |
| 1996-11-01 | 21.9547578986 |
| 1996-12-01 | 22.3536509241 |
| 1997-01-01 | 21.7665076642 |
| 1997-02-01 | 21.5378261292 |
| 1997-03-01 | 21.6465930019 |
| 1997-04-01 | 21.3847337400 |
| 1997-05-01 | 21.5543997733 |
| 1997-06-01 | 21.6166750670 |
| 1997-07-01 | 21.4287730495 |
| 1997-08-01 | 21.1935098527 |
| 1997-09-01 | 21.6006620285 |
| 1997-10-01 | 21.9061361743 |
| 1997-11-01 | 21.5548550775 |
| 1997-12-01 | 21.8411017469 |
| 1998-01-01 | 22.5712968384 |
| 1998-02-01 | 22.5753730928 |
| 1998-03-01 | 22.2710573569 |
| 1998-04-01 | 22.4609519037 |
| 1998-05-01 | 22.6213023990 |
| 1998-06-01 | 22.4491930785 |
| 1998-07-01 | 21.3365070522 |
| 1998-08-01 | 22.5519231341 |
| 1998-09-01 | 22.3967317083 |
| 1998-10-01 | 22.4262135468 |
| 1998-11-01 | 22.4600502950 |
| 1998-12-01 | 22.6524914654 |
| 1999-01-01 | 22.4398474871 |
| 1999-02-01 | 22.6953654409 |
| 1999-03-01 | 22.7926412695 |
| 1999-04-01 | 22.9127736186 |
| 1999-05-01 | 22.9026017246 |
| 1999-06-01 | 23.1096387496 |
| 1999-07-01 | 22.9341475637 |
| 1999-08-01 | 23.4238385857 |
| 1999-09-01 | 23.2017509428 |
| 1999-10-01 | 22.7432753645 |
| 1999-11-01 | 22.9716885567 |
| 1999-12-01 | 22.8874247023 |
| 2000-01-01 | 22.1732486654 |
| 2000-02-01 | 22.2061721689 |
| 2000-03-01 | 22.3920598361 |
| 2000-04-01 | 22.4574171941 |
| 2000-05-01 | 22.2799066969 |
| 2000-06-01 | 22.4869568068 |
| 2000-07-01 | 22.5444723286 |
| 2000-08-01 | 22.6202005034 |
| 2000-09-01 | 22.7121226676 |
| 2000-10-01 | 22.9708946433 |
| 2000-11-01 | 23.2787195182 |
| 2000-12-01 | 22.9358449211 |
| 2001-01-01 | 22.8554847953 |
| 2001-02-01 | 22.7925722752 |
| 2001-03-01 | 22.8699656818 |
| 2001-04-01 | 22.7170807790 |
| 2001-05-01 | 22.8748425856 |
| 2001-06-01 | 22.5998433212 |
| 2001-07-01 | 22.3429118576 |
| 2001-08-01 | 22.1315316079 |
| 2001-09-01 | 21.9380260353 |
| 2001-10-01 | 22.0948052735 |
| 2001-11-01 | 21.7777868418 |
| 2001-12-01 | 21.7859607090 |
| 2002-01-01 | 21.9023979264 |
| 2002-02-01 | 22.0708537239 |
| 2002-03-01 | 21.9212807798 |
| 2002-04-01 | 22.0088254474 |
| 2002-05-01 | 21.8710972679 |
| 2002-06-01 | 21.8223828882 |
| 2002-07-01 | 21.8393783904 |
| 2002-08-01 | 21.8704545352 |
| 2002-09-01 | 21.8669731481 |
| 2002-10-01 | 21.0098665788 |
| 2002-11-01 | 21.3834947575 |
| 2002-12-01 | 21.2287191398 |
| 2003-01-01 | 21.1285635950 |
| 2003-02-01 | 21.0216245302 |
| 2003-03-01 | 20.7584111147 |
| 2003-04-01 | 21.0358626539 |
| 2003-05-01 | 20.9887980574 |
| 2003-06-01 | 20.8758520663 |
| 2003-07-01 | 21.0236440527 |
| 2003-08-01 | 20.9851172826 |
| 2003-09-01 | 21.2000026630 |
| 2003-10-01 | 21.0229697732 |
| 2003-11-01 | 21.1742729611 |
| 2003-12-01 | 21.1238095940 |
| 2004-01-01 | 21.4778664875 |
| 2004-02-01 | 21.4960943961 |
| 2004-03-01 | 21.2109553393 |
| 2004-04-01 | 20.9796388044 |
| 2004-05-01 | 21.0166433308 |
| 2004-06-01 | 21.0319594719 |
| 2004-07-01 | 20.7030449409 |
| 2004-08-01 | 20.6777734751 |
| 2004-09-01 | 20.6116642063 |
| 2004-10-01 | 20.7384787756 |
| 2004-11-01 | 20.7620579926 |
| 2004-12-01 | 20.6770527524 |
| 2005-01-01 | 20.8468662237 |
| 2005-02-01 | 20.7887811332 |
| 2005-03-01 | 20.8737775832 |
| 2005-04-01 | 20.8537484252 |
| 2005-05-01 | 20.6699745805 |
| 2005-06-01 | 20.6870108573 |
| 2005-07-01 | 20.6831005510 |
| 2005-08-01 | 20.4383618718 |
| 2005-09-01 | 20.6062452929 |
| 2005-10-01 | 20.6153892408 |
| 2005-11-01 | 20.6506641462 |
| 2005-12-01 | 20.6036283375 |
| 2006-01-01 | 20.6469255329 |
| 2006-02-01 | 20.7094397196 |
| 2006-03-01 | 20.8731867723 |
| 2006-04-01 | 20.6272549396 |
| 2006-05-01 | 20.7331336972 |
| 2006-06-01 | 20.6300695637 |
| 2006-07-01 | 20.8485820930 |
| 2006-08-01 | 20.9005901385 |
| 2006-09-01 | 20.6705853501 |
| 2006-10-01 | 20.6722900851 |
| 2006-11-01 | 20.7507228890 |
| 2006-12-01 | 20.7476215906 |
| 2007-01-01 | 20.5557191214 |
| 2007-02-01 | 20.5216119490 |
| 2007-03-01 | 20.4888437479 |
| 2007-04-01 | 21.1028294834 |
| 2007-05-01 | 20.8998648817 |
| 2007-06-01 | 20.8654114638 |
| 2007-07-01 | 20.4125824616 |
| 2007-08-01 | 20.7599662416 |
| 2007-09-01 | 20.6225430871 |
| 2007-10-01 | 20.6210182136 |
| 2007-11-01 | 20.5463155703 |
| 2007-12-01 | 20.7083795443 |
| 2008-01-01 | 20.6762668785 |
| 2008-02-01 | 20.7491880388 |
| 2008-03-01 | 20.6304209464 |
| 2008-04-01 | 20.3407849384 |
| 2008-05-01 | 20.4383668608 |
| 2008-06-01 | 20.3758779959 |
| 2008-07-01 | 20.3763733253 |
| 2008-08-01 | 20.5581538684 |
| 2008-09-01 | 20.4698203772 |
| 2008-10-01 | 20.4976177588 |
| 2008-11-01 | 20.0401875549 |
| 2008-12-01 | 20.0994152165 |
| 2009-01-01 | 19.7879249266 |
| 2009-02-01 | 19.6573387818 |
| 2009-03-01 | 19.5485910105 |
| 2009-04-01 | 19.5712053611 |
| 2009-05-01 | 19.3464754806 |
| 2009-06-01 | 19.1723249079 |
| 2009-07-01 | 19.8624507314 |
| 2009-08-01 | 20.1905315120 |
| 2009-09-01 | 20.1376185635 |
| 2009-10-01 | 20.0798744629 |
| 2009-11-01 | 20.2166045317 |
| 2009-12-01 | 20.1004677494 |
| 2010-01-01 | 20.4040349827 |
| 2010-02-01 | 20.3688776918 |
| 2010-03-01 | 20.3583895881 |
| 2010-04-01 | 20.3605850780 |
| 2010-05-01 | 20.4407699412 |
| 2010-06-01 | 20.5676296906 |
| 2010-07-01 | 20.5492238729 |
| 2010-08-01 | 20.5419837299 |
| 2010-09-01 | 20.5274336638 |
| 2010-10-01 | 20.7909557116 |
| 2010-11-01 | 20.7884879332 |
| 2010-12-01 | 20.8153638963 |
| 2011-01-01 | 20.9082354475 |
| 2011-02-01 | 20.9659432001 |
| 2011-03-01 | 21.1417954286 |
| 2011-04-01 | 21.2393495767 |
| 2011-05-01 | 21.3162265717 |
| 2011-06-01 | 21.6754085309 |
| 2011-07-01 | 21.2493975601 |
| 2011-08-01 | 21.1833333899 |
| 2011-09-01 | 21.2628837121 |
| 2011-10-01 | 21.1006652716 |
| 2011-11-01 | 21.2576316267 |
| 2011-12-01 | 21.4269329674 |
| 2012-01-01 | 21.4055633923 |
| 2012-02-01 | 21.5566640985 |
| 2012-03-01 | 21.6339632792 |
| 2012-04-01 | 21.4956869515 |
| 2012-05-01 | 21.6903260986 |
| 2012-06-01 | 21.7756797121 |
| 2012-07-01 | 21.1630095622 |
| 2012-08-01 | 22.6154355220 |
| 2012-09-01 | 22.8243880574 |
| 2012-10-01 | 22.7161718075 |
| 2012-11-01 | 22.7493318470 |
| 2012-12-01 | 22.8396418840 |
| 2013-01-01 | 22.2703897288 |
| 2013-02-01 | 22.2134881755 |
| 2013-03-01 | 22.1175926251 |
| 2013-04-01 | 22.2610550898 |
| 2013-05-01 | 22.1914878179 |
| 2013-06-01 | 22.2908737133 |
| 2013-07-01 | 22.5888519046 |
| 2013-08-01 | 22.8359665052 |
| 2013-09-01 | 23.1872677342 |
| 2013-10-01 | 22.7995110877 |
| 2013-11-01 | 23.0478293356 |
| 2013-12-01 | 23.2591359540 |
| 2014-01-01 | 22.2171059169 |
| 2014-02-01 | 22.2672336812 |
| 2014-03-01 | 22.5198887985 |
| 2014-04-01 | 22.5212572295 |
| 2014-05-01 | 22.6330633090 |
| 2014-06-01 | 22.5024122785 |
| 2014-07-01 | 22.4996500852 |
| 2014-08-01 | 22.5503538464 |
| 2014-09-01 | 22.3411035811 |
| 2014-10-01 | 22.3770355007 |
| 2014-11-01 | 22.3503885669 |
| 2014-12-01 | 22.2926425945 |
| 2015-01-01 | 22.3430532470 |
| 2015-02-01 | 22.4168209657 |
| 2015-03-01 | 22.3357099606 |
| 2015-04-01 | 22.3932128235 |
| 2015-05-01 | 22.4803663229 |
| 2015-06-01 | 22.6094856499 |
| 2015-07-01 | 22.3915254410 |
| 2015-08-01 | 22.4729354549 |
| 2015-09-01 | 22.5901111480 |
| 2015-10-01 | 22.8541355609 |
| 2015-11-01 | 22.9554067897 |
| 2015-12-01 | 22.8316747047 |
| 2016-01-01 | 23.3617963186 |
| 2016-02-01 | 23.4599787167 |
| 2016-03-01 | 23.4683919286 |
| 2016-04-01 | 23.3780177108 |
| 2016-05-01 | 23.2155041662 |
| 2016-06-01 | 23.2000148417 |
| 2016-07-01 | 23.3865065431 |
| 2016-08-01 | 23.5002596204 |
| 2016-09-01 | 23.5376805717 |
| 2016-10-01 | 23.5556189711 |
| 2016-11-01 | 23.0580221828 |
| 2016-12-01 | 23.3476972062 |
| 2017-01-01 | 23.3778889553 |
| 2017-02-01 | 23.2907314516 |
| 2017-03-01 | 23.5018383649 |
| 2017-04-01 | 23.5883816351 |
| 2017-05-01 | 23.5464703984 |
| 2017-06-01 | 23.7062879742 |
| 2017-07-01 | 23.7808518144 |
| 2017-08-01 | 23.7228607993 |
| 2017-09-01 | 23.7645939863 |
| 2017-10-01 | 23.7659456333 |
| 2017-11-01 | 23.7479515076 |
| 2017-12-01 | 23.7463550992 |
| 2018-01-01 | 22.9201148322 |
| 2018-02-01 | 22.8352286075 |
| 2018-03-01 | 23.1237229443 |
| 2018-04-01 | 23.3035562214 |
| 2018-05-01 | 23.2697325496 |
| 2018-06-01 | 23.2238120421 |
| 2018-07-01 | 23.2766935360 |
| 2018-08-01 | 22.9356323507 |
| 2018-09-01 | 22.9953583603 |
| 2018-10-01 | 22.7793802246 |
| 2018-11-01 | 22.7255917452 |
| 2018-12-01 | 22.8308740417 |
| 2019-01-01 | 22.9886526447 |
| 2019-02-01 | 22.9950035399 |
| 2019-03-01 | 22.8365437998 |
| 2019-04-01 | 22.7119460356 |
| 2019-05-01 | 22.7726313095 |
| 2019-06-01 | 22.6502288293 |
| 2019-07-01 | 22.3622724981 |
| 2019-08-01 | 22.5517831702 |
| 2019-09-01 | 22.3299649307 |
| 2019-10-01 | 22.3989244812 |
| 2019-11-01 | 22.5119156267 |
| 2019-12-01 | 22.6271031544 |
| 2020-01-01 | 22.6671656464 |
| 2020-02-01 | 22.6580921172 |
| 2020-03-01 | 22.5264475933 |
| 2020-04-01 | 17.5076844167 |
| 2020-05-01 | 19.2607841070 |
| 2020-06-01 | 20.2647030923 |
| 2020-07-01 | 20.8611220414 |
| 2020-08-01 | 21.1692243792 |
| 2020-09-01 | 21.4766841654 |
| 2020-10-01 | 21.4177258565 |
| 2020-11-01 | 21.5134831334 |
| 2020-12-01 | 21.5278069950 |
| 2021-01-01 | 21.3473165833 |
| 2021-02-01 | 21.4378380064 |
| 2021-03-01 | 21.6076988834 |
| 2021-04-01 | 21.1822560067 |
| 2021-05-01 | 21.4454963675 |
| 2021-06-01 | 21.3733053060 |
| 2021-07-01 | 21.5598956689 |
| 2021-08-01 | 21.4766598120 |
| 2021-09-01 | 21.1988579040 |
| 2021-10-01 | 21.6402874534 |
| 2021-11-01 | 21.6412018504 |
| 2021-12-01 | 21.8507519680 |
| 2022-01-01 | 21.5421862674 |
| 2022-02-01 | 21.6429234563 |
| 2022-03-01 | 21.6731849871 |
| 2022-04-01 | 21.8332617630 |
| 2022-05-01 | 21.9142924839 |
| 2022-06-01 | 21.8679257520 |
| 2022-07-01 | 21.9657148096 |
| 2022-08-01 | 21.7804472652 |
| 2022-09-01 | 21.8165319747 |
| 2022-10-01 | 21.9599363163 |
| 2022-11-01 | 22.0815849265 |
| 2022-12-01 | 21.9776125879 |
| 2023-01-01 | 22.1446987626 |
| 2023-02-01 | 22.0642761883 |
| 2023-03-01 | 22.2565002511 |
| 2023-04-01 | 21.3720348038 |
| 2023-05-01 | 21.4668747453 |
| 2023-06-01 | 21.4492348649 |
| 2023-07-01 | 21.3730096664 |
| 2023-08-01 | 21.2836104890 |
| 2023-09-01 | 21.2218719492 |
| 2023-10-01 | 21.1888924003 |
| 2023-11-01 | 21.1306701795 |
| 2023-12-01 | 21.3050474576 |
| 2024-01-01 | 21.3449572802 |
| 2024-02-01 | 21.2759946244 |
| 2024-03-01 | 21.4372799613 |
| 2024-04-01 | 21.5295227356 |
| 2024-05-01 | 21.8223459142 |
| 2024-06-01 | 21.8278828450 |
| 2024-07-01 | 21.4947756851 |
| 2024-08-01 | 21.5752752181 |
| 2024-09-01 | 21.5273479389 |
| 2024-10-01 | 21.2124203999 |
| 2024-11-01 | 21.1747132149 |
| 2024-12-01 | 21.1106283628 |
| 2025-01-01 | 21.1449106259 |
| 2025-02-01 | 21.1891803383 |
| 2025-03-01 | 21.2259718464 |
| 2025-04-01 | 21.3060487086 |
| 2025-05-01 | 21.3916677724 |
| 2025-06-01 | 21.3130063771 |
| 2025-07-01 | 21.2198551822 |
| 2025-08-01 | 21.2603036711 |
| 2025-09-01 | 21.2185286041 |
| 2025-10-01 | 21.3288233719 |
| 2025-11-01 | 21.2999658842 |
| 2025-12-01 | 21.3105084669 |
| 2026-01-01 | 21.2567345475 |
| 2026-02-01 | 21.1984028212 |
| 2026-03-01 | 21.1110834036 |
| 2026-04-01 | 21.0993788343 |
| 2026-05-01 | 20.9730585644 |
| 2026-06-01 | 20.9086281174 |
| 2026-07-01 | 20.9352902929 |
| 2026-08-01 | 20.9521450816 |