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 2026-09-01 |
| Last Updated | 2026-10-20 10:12 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 | 19.7837846491 |
| 1990-02-01 | 19.8188858610 |
| 1990-03-01 | 19.7604587851 |
| 1990-04-01 | 19.7013214036 |
| 1990-05-01 | 19.8614410331 |
| 1990-06-01 | 19.8415335896 |
| 1990-07-01 | 20.1937219308 |
| 1990-08-01 | 20.1621617109 |
| 1990-09-01 | 20.2577839142 |
| 1990-10-01 | 20.3299609224 |
| 1990-11-01 | 20.3619229056 |
| 1990-12-01 | 20.2439940654 |
| 1991-01-01 | 19.6639880888 |
| 1991-02-01 | 19.7180884293 |
| 1991-03-01 | 18.5519094287 |
| 1991-04-01 | 18.9961860949 |
| 1991-05-01 | 19.9636987321 |
| 1991-06-01 | 20.1385775200 |
| 1991-07-01 | 20.0161602561 |
| 1991-08-01 | 19.9819435853 |
| 1991-09-01 | 20.0518870195 |
| 1991-10-01 | 20.0276813325 |
| 1991-11-01 | 19.9650740594 |
| 1991-12-01 | 20.0440041341 |
| 1992-01-01 | 20.1394573691 |
| 1992-02-01 | 20.6207521210 |
| 1992-03-01 | 20.5330850641 |
| 1992-04-01 | 20.6891721038 |
| 1992-05-01 | 20.5603617351 |
| 1992-06-01 | 20.4267961175 |
| 1992-07-01 | 20.9667001673 |
| 1992-08-01 | 20.8056659976 |
| 1992-09-01 | 20.6538265107 |
| 1992-10-01 | 20.7188127798 |
| 1992-11-01 | 20.7631087227 |
| 1992-12-01 | 20.8335373098 |
| 1993-01-01 | 21.0284975398 |
| 1993-02-01 | 21.0183215492 |
| 1993-03-01 | 21.0054297874 |
| 1993-04-01 | 21.1891834980 |
| 1993-05-01 | 21.2624131703 |
| 1993-06-01 | 21.3321339691 |
| 1993-07-01 | 21.3054123640 |
| 1993-08-01 | 21.5135480708 |
| 1993-09-01 | 21.2536654410 |
| 1993-10-01 | 21.7079799087 |
| 1993-11-01 | 21.9571864304 |
| 1993-12-01 | 22.0168120835 |
| 1994-01-01 | 22.0364112881 |
| 1994-02-01 | 21.8242558485 |
| 1994-03-01 | 22.2853849197 |
| 1994-04-01 | 21.7133759622 |
| 1994-05-01 | 21.5427692942 |
| 1994-06-01 | 21.6168087185 |
| 1994-07-01 | 19.9435733556 |
| 1994-08-01 | 21.5175589654 |
| 1994-09-01 | 21.8510300533 |
| 1994-10-01 | 21.8907582133 |
| 1994-11-01 | 21.8504662092 |
| 1994-12-01 | 21.9952655218 |
| 1995-01-01 | 22.3755996283 |
| 1995-02-01 | 22.5187580155 |
| 1995-03-01 | 22.7892397515 |
| 1995-04-01 | 22.8525600984 |
| 1995-05-01 | 23.0179607465 |
| 1995-06-01 | 23.0060229536 |
| 1995-07-01 | 22.8412544612 |
| 1995-08-01 | 22.8979009584 |
| 1995-09-01 | 22.7371375160 |
| 1995-10-01 | 22.8756845209 |
| 1995-11-01 | 22.8537471419 |
| 1995-12-01 | 23.1770583352 |
| 1996-01-01 | 22.4570303029 |
| 1996-02-01 | 22.4231264552 |
| 1996-03-01 | 22.3110688285 |
| 1996-04-01 | 22.1872185358 |
| 1996-05-01 | 22.0772686725 |
| 1996-06-01 | 21.9590588349 |
| 1996-07-01 | 22.4451130195 |
| 1996-08-01 | 22.2563708183 |
| 1996-09-01 | 22.1172384789 |
| 1996-10-01 | 21.6819363396 |
| 1996-11-01 | 21.9543260052 |
| 1996-12-01 | 22.3547644459 |
| 1997-01-01 | 21.7658715220 |
| 1997-02-01 | 21.5375405348 |
| 1997-03-01 | 21.6452301380 |
| 1997-04-01 | 21.3846064551 |
| 1997-05-01 | 21.5542677523 |
| 1997-06-01 | 21.6165393213 |
| 1997-07-01 | 21.4316637644 |
| 1997-08-01 | 21.1927718043 |
| 1997-09-01 | 21.6006190457 |
| 1997-10-01 | 21.9054999554 |
| 1997-11-01 | 21.5542711904 |
| 1997-12-01 | 21.8420715054 |
| 1998-01-01 | 22.5707833748 |
| 1998-02-01 | 22.5750820807 |
| 1998-03-01 | 22.2708865453 |
| 1998-04-01 | 22.4608057200 |
| 1998-05-01 | 22.6211880654 |
| 1998-06-01 | 22.4491154277 |
| 1998-07-01 | 21.3386700216 |
| 1998-08-01 | 22.5511203396 |
| 1998-09-01 | 22.3966631580 |
| 1998-10-01 | 22.4257325373 |
| 1998-11-01 | 22.4595928549 |
| 1998-12-01 | 22.6532272735 |
| 1999-01-01 | 22.4394913610 |
| 1999-02-01 | 22.6951956440 |
| 1999-03-01 | 22.7925869472 |
| 1999-04-01 | 22.9127117513 |
| 1999-05-01 | 22.9025347577 |
| 1999-06-01 | 23.1095776238 |
| 1999-07-01 | 22.9355735523 |
| 1999-08-01 | 23.4232290571 |
| 1999-09-01 | 23.2016931758 |
| 1999-10-01 | 22.7429951373 |
| 1999-11-01 | 22.9714607533 |
| 1999-12-01 | 22.8877360498 |
| 2000-01-01 | 22.1730399583 |
| 2000-02-01 | 22.2060932554 |
| 2000-03-01 | 22.3920753476 |
| 2000-04-01 | 22.4574349833 |
| 2000-05-01 | 22.2799367812 |
| 2000-06-01 | 22.4869908272 |
| 2000-07-01 | 22.5449992507 |
| 2000-08-01 | 22.6198560951 |
| 2000-09-01 | 22.7121193429 |
| 2000-10-01 | 22.9708252211 |
| 2000-11-01 | 23.2786686881 |
| 2000-12-01 | 22.9359252756 |
| 2001-01-01 | 22.8553804445 |
| 2001-02-01 | 22.7925196100 |
| 2001-03-01 | 22.8699858719 |
| 2001-04-01 | 22.7170985756 |
| 2001-05-01 | 22.8748613290 |
| 2001-06-01 | 22.5998447434 |
| 2001-07-01 | 22.3431489073 |
| 2001-08-01 | 22.1313925878 |
| 2001-09-01 | 21.9379874995 |
| 2001-10-01 | 22.0947634731 |
| 2001-11-01 | 21.7778699647 |
| 2001-12-01 | 21.7859277339 |
| 2002-01-01 | 21.9023661606 |
| 2002-02-01 | 22.0708200380 |
| 2002-03-01 | 21.9212876366 |
| 2002-04-01 | 22.0088367140 |
| 2002-05-01 | 21.8711239490 |
| 2002-06-01 | 21.8224012761 |
| 2002-07-01 | 21.8393945199 |
| 2002-08-01 | 21.8704049221 |
| 2002-09-01 | 21.8669695272 |
| 2002-10-01 | 21.0098583671 |
| 2002-11-01 | 21.3835647571 |
| 2002-12-01 | 21.2287074416 |
| 2003-01-01 | 21.1285455415 |
| 2003-02-01 | 21.0216021044 |
| 2003-03-01 | 20.7584087433 |
| 2003-04-01 | 21.0358622019 |
| 2003-05-01 | 20.9888068149 |
| 2003-06-01 | 20.8758542597 |
| 2003-07-01 | 21.0236443876 |
| 2003-08-01 | 20.9851149251 |
| 2003-09-01 | 21.1999959816 |
| 2003-10-01 | 21.0229646868 |
| 2003-11-01 | 21.1743086349 |
| 2003-12-01 | 21.1238040478 |
| 2004-01-01 | 21.4778588771 |
| 2004-02-01 | 21.4960894554 |
| 2004-03-01 | 21.2109500332 |
| 2004-04-01 | 20.9796372766 |
| 2004-05-01 | 21.0166455390 |
| 2004-06-01 | 21.0319595703 |
| 2004-07-01 | 20.7030448199 |
| 2004-08-01 | 20.6777739717 |
| 2004-09-01 | 20.6116638693 |
| 2004-10-01 | 20.7384806737 |
| 2004-11-01 | 20.7620599075 |
| 2004-12-01 | 20.6770542398 |
| 2005-01-01 | 20.8468637823 |
| 2005-02-01 | 20.7887795079 |
| 2005-03-01 | 20.8737732963 |
| 2005-04-01 | 20.8537547614 |
| 2005-05-01 | 20.6699743936 |
| 2005-06-01 | 20.6870114702 |
| 2005-07-01 | 20.6831012791 |
| 2005-08-01 | 20.4383627997 |
| 2005-09-01 | 20.6062450749 |
| 2005-10-01 | 20.6153853045 |
| 2005-11-01 | 20.6506637696 |
| 2005-12-01 | 20.6036276139 |
| 2006-01-01 | 20.6469227949 |
| 2006-02-01 | 20.7094383841 |
| 2006-03-01 | 20.8731820600 |
| 2006-04-01 | 20.6272678260 |
| 2006-05-01 | 20.7331404391 |
| 2006-06-01 | 20.6300696688 |
| 2006-07-01 | 20.8485823071 |
| 2006-08-01 | 20.9005854466 |
| 2006-09-01 | 20.6705844153 |
| 2006-10-01 | 20.6722808255 |
| 2006-11-01 | 20.7507208584 |
| 2006-12-01 | 20.7476201919 |
| 2007-01-01 | 20.5557181417 |
| 2007-02-01 | 20.5216129543 |
| 2007-03-01 | 20.4888415973 |
| 2007-04-01 | 21.1028483872 |
| 2007-05-01 | 20.8998789941 |
| 2007-06-01 | 20.8654103675 |
| 2007-07-01 | 20.4125801558 |
| 2007-08-01 | 20.7599528750 |
| 2007-09-01 | 20.6225375905 |
| 2007-10-01 | 20.6210007030 |
| 2007-11-01 | 20.5463102547 |
| 2007-12-01 | 20.7083780970 |
| 2008-01-01 | 20.6762710023 |
| 2008-02-01 | 20.7491970786 |
| 2008-03-01 | 20.6304283775 |
| 2008-04-01 | 20.3408122664 |
| 2008-05-01 | 20.4383926225 |
| 2008-06-01 | 20.3758720510 |
| 2008-07-01 | 20.3763666306 |
| 2008-08-01 | 20.5581267278 |
| 2008-09-01 | 20.4698026504 |
| 2008-10-01 | 20.4975865606 |
| 2008-11-01 | 20.0401689268 |
| 2008-12-01 | 20.0994077861 |
| 2009-01-01 | 19.7879339927 |
| 2009-02-01 | 19.6573626431 |
| 2009-03-01 | 19.5486281547 |
| 2009-04-01 | 19.5712748384 |
| 2009-05-01 | 19.3465608634 |
| 2009-06-01 | 19.1722145934 |
| 2009-07-01 | 19.8624583961 |
| 2009-08-01 | 20.1905029773 |
| 2009-09-01 | 20.1375689247 |
| 2009-10-01 | 20.0798191812 |
| 2009-11-01 | 20.2165721846 |
| 2009-12-01 | 20.1004359253 |
| 2010-01-01 | 20.4040636983 |
| 2010-02-01 | 20.3689285778 |
| 2010-03-01 | 20.3584693030 |
| 2010-04-01 | 20.3607025150 |
| 2010-05-01 | 20.4409209729 |
| 2010-06-01 | 20.5674183971 |
| 2010-07-01 | 20.5492447499 |
| 2010-08-01 | 20.5419466659 |
| 2010-09-01 | 20.5273443524 |
| 2010-10-01 | 20.7908951423 |
| 2010-11-01 | 20.7884023850 |
| 2010-12-01 | 20.8152463984 |
| 2011-01-01 | 20.9083349272 |
| 2011-02-01 | 20.9660496460 |
| 2011-03-01 | 21.1419287844 |
| 2011-04-01 | 21.2395168316 |
| 2011-05-01 | 21.3164344065 |
| 2011-06-01 | 21.6750960824 |
| 2011-07-01 | 21.2494263710 |
| 2011-08-01 | 21.1832902801 |
| 2011-09-01 | 21.2627547136 |
| 2011-10-01 | 21.1006016203 |
| 2011-11-01 | 21.2574978099 |
| 2011-12-01 | 21.4267334486 |
| 2012-01-01 | 21.4057336741 |
| 2012-02-01 | 21.5568227420 |
| 2012-03-01 | 21.6341351610 |
| 2012-04-01 | 21.4958750024 |
| 2012-05-01 | 21.6905391730 |
| 2012-06-01 | 21.7753674471 |
| 2012-07-01 | 21.1630285090 |
| 2012-08-01 | 22.6153797503 |
| 2012-09-01 | 22.8242411459 |
| 2012-10-01 | 22.7161192357 |
| 2012-11-01 | 22.7491551682 |
| 2012-12-01 | 22.8393582624 |
| 2013-01-01 | 22.2706170106 |
| 2013-02-01 | 22.2136841923 |
| 2013-03-01 | 22.1177846478 |
| 2013-04-01 | 22.2612515112 |
| 2013-05-01 | 22.1916987386 |
| 2013-06-01 | 22.2905645899 |
| 2013-07-01 | 22.5888641843 |
| 2013-08-01 | 22.8359124847 |
| 2013-09-01 | 23.1871215506 |
| 2013-10-01 | 22.7994632914 |
| 2013-11-01 | 23.0476562527 |
| 2013-12-01 | 23.2588357258 |
| 2014-01-01 | 22.2173356992 |
| 2014-02-01 | 22.2674263873 |
| 2014-03-01 | 22.5200647264 |
| 2014-04-01 | 22.5214192719 |
| 2014-05-01 | 22.6332232634 |
| 2014-06-01 | 22.5022114845 |
| 2014-07-01 | 22.4996460615 |
| 2014-08-01 | 22.5502990233 |
| 2014-09-01 | 22.3409884149 |
| 2014-10-01 | 22.3770125861 |
| 2014-11-01 | 22.3502225050 |
| 2014-12-01 | 22.2923401845 |
| 2015-01-01 | 22.3432669462 |
| 2015-02-01 | 22.4169881603 |
| 2015-03-01 | 22.3358488115 |
| 2015-04-01 | 22.3933260324 |
| 2015-05-01 | 22.4804699712 |
| 2015-06-01 | 22.6093951095 |
| 2015-07-01 | 22.3915082330 |
| 2015-08-01 | 22.4728952652 |
| 2015-09-01 | 22.5900405611 |
| 2015-10-01 | 22.8541236322 |
| 2015-11-01 | 22.9552822255 |
| 2015-12-01 | 22.8314452632 |
| 2016-01-01 | 23.3619291333 |
| 2016-02-01 | 23.4600789352 |
| 2016-03-01 | 23.4684744908 |
| 2016-04-01 | 23.3780793004 |
| 2016-05-01 | 23.2155554304 |
| 2016-06-01 | 23.2000411295 |
| 2016-07-01 | 23.3864919326 |
| 2016-08-01 | 23.5002451038 |
| 2016-09-01 | 23.5376621095 |
| 2016-10-01 | 23.5556222655 |
| 2016-11-01 | 23.0579418504 |
| 2016-12-01 | 23.3475325659 |
| 2017-01-01 | 23.3779268192 |
| 2017-02-01 | 23.2907373565 |
| 2017-03-01 | 23.5018245888 |
| 2017-04-01 | 23.5884184090 |
| 2017-05-01 | 23.5465995888 |
| 2017-06-01 | 23.7063402528 |
| 2017-07-01 | 23.7808620756 |
| 2017-08-01 | 23.7228786230 |
| 2017-09-01 | 23.7646065670 |
| 2017-10-01 | 23.7659447598 |
| 2017-11-01 | 23.7479084103 |
| 2017-12-01 | 23.7462565856 |
| 2018-01-01 | 22.9200625554 |
| 2018-02-01 | 22.8351469647 |
| 2018-03-01 | 23.1236219487 |
| 2018-04-01 | 23.3035730763 |
| 2018-05-01 | 23.2699446781 |
| 2018-06-01 | 23.2238940912 |
| 2018-07-01 | 23.2767364127 |
| 2018-08-01 | 22.9356758102 |
| 2018-09-01 | 22.9953895968 |
| 2018-10-01 | 22.7793898526 |
| 2018-11-01 | 22.7255528413 |
| 2018-12-01 | 22.8307729336 |
| 2019-01-01 | 22.9885633093 |
| 2019-02-01 | 22.9948643225 |
| 2019-03-01 | 22.8363683024 |
| 2019-04-01 | 22.7119478797 |
| 2019-05-01 | 22.7729294216 |
| 2019-06-01 | 22.6503408178 |
| 2019-07-01 | 22.3623454720 |
| 2019-08-01 | 22.5518461198 |
| 2019-09-01 | 22.3300023942 |
| 2019-10-01 | 22.3989278645 |
| 2019-11-01 | 22.5118703792 |
| 2019-12-01 | 22.6269999774 |
| 2020-01-01 | 22.6670470835 |
| 2020-02-01 | 22.6579264132 |
| 2020-03-01 | 22.5262199106 |
| 2020-04-01 | 17.5076779868 |
| 2020-05-01 | 19.2611039169 |
| 2020-06-01 | 20.2648529561 |
| 2020-07-01 | 20.8612446410 |
| 2020-08-01 | 21.1693198899 |
| 2020-09-01 | 21.4767318672 |
| 2020-10-01 | 21.4177250993 |
| 2020-11-01 | 21.5134300658 |
| 2020-12-01 | 21.5276736559 |
| 2021-01-01 | 21.3471545011 |
| 2021-02-01 | 21.4376182416 |
| 2021-03-01 | 21.6073843350 |
| 2021-04-01 | 21.1821992099 |
| 2021-05-01 | 21.4458226315 |
| 2021-06-01 | 21.3735748134 |
| 2021-07-01 | 21.5604400084 |
| 2021-08-01 | 21.4767138496 |
| 2021-09-01 | 21.1988542578 |
| 2021-10-01 | 21.6401323667 |
| 2021-11-01 | 21.6410683362 |
| 2021-12-01 | 21.8505266391 |
| 2022-01-01 | 21.5419246929 |
| 2022-02-01 | 21.6426319649 |
| 2022-03-01 | 21.6728347885 |
| 2022-04-01 | 21.8332239786 |
| 2022-05-01 | 21.9145640201 |
| 2022-06-01 | 21.8684707349 |
| 2022-07-01 | 21.9668258591 |
| 2022-08-01 | 21.7805465375 |
| 2022-09-01 | 21.8164861286 |
| 2022-10-01 | 21.9595729747 |
| 2022-11-01 | 22.0812634520 |
| 2022-12-01 | 21.9771560608 |
| 2023-01-01 | 22.1441893391 |
| 2023-02-01 | 22.0637412259 |
| 2023-03-01 | 22.2560115758 |
| 2023-04-01 | 21.3719848118 |
| 2023-05-01 | 21.4671694115 |
| 2023-06-01 | 21.4503302865 |
| 2023-07-01 | 21.3752513224 |
| 2023-08-01 | 21.2846903896 |
| 2023-09-01 | 21.2206930131 |
| 2023-10-01 | 21.1879077561 |
| 2023-11-01 | 21.1300268577 |
| 2023-12-01 | 21.3044716308 |
| 2024-01-01 | 21.3440112127 |
| 2024-02-01 | 21.2751860245 |
| 2024-03-01 | 21.4367079839 |
| 2024-04-01 | 21.5293067857 |
| 2024-05-01 | 21.8226724661 |
| 2024-06-01 | 21.8297538995 |
| 2024-07-01 | 21.4982674995 |
| 2024-08-01 | 21.5781706890 |
| 2024-09-01 | 21.5248759577 |
| 2024-10-01 | 21.2106651652 |
| 2024-11-01 | 21.1735977605 |
| 2024-12-01 | 21.1098563284 |
| 2025-01-01 | 21.1433867152 |
| 2025-02-01 | 21.1879970405 |
| 2025-03-01 | 21.2252817546 |
| 2025-04-01 | 21.3055968846 |
| 2025-05-01 | 21.3921438875 |
| 2025-06-01 | 21.3157367421 |
| 2025-07-01 | 21.2248801489 |
| 2025-08-01 | 21.2653909485 |
| 2025-09-01 | 21.2138060030 |
| 2025-10-01 | 21.3262135777 |
| 2025-11-01 | 21.2984289388 |
| 2025-12-01 | 21.3096787902 |
| 2026-01-01 | 21.2547278364 |
| 2026-02-01 | 21.1970209391 |
| 2026-03-01 | 21.1102278271 |
| 2026-04-01 | 21.0982896294 |
| 2026-05-01 | 20.9732021931 |
| 2026-06-01 | 20.9116257294 |
| 2026-07-01 | 20.9408560853 |
| 2026-08-01 | 20.9585441276 |
| 2026-09-01 | 21.0078570607 |