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 2026-06-01 |
| Last Updated | 2026-07-22 10:23 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 | 19.8622485004226 |
| 1990-02-01 | 19.7832900211094 |
| 1990-03-01 | 19.8225758078771 |
| 1990-04-01 | 19.7297805401463 |
| 1990-05-01 | 19.9100433582541 |
| 1990-06-01 | 19.9366807123941 |
| 1990-07-01 | 20.0994174671619 |
| 1990-08-01 | 20.1275655983619 |
| 1990-09-01 | 20.2240942286874 |
| 1990-10-01 | 20.2954253438031 |
| 1990-11-01 | 20.3268317908045 |
| 1990-12-01 | 20.2078192006700 |
| 1991-01-01 | 19.7345002049599 |
| 1991-02-01 | 19.6878218264462 |
| 1991-03-01 | 18.6090782779370 |
| 1991-04-01 | 19.0222596391469 |
| 1991-05-01 | 20.0071324546508 |
| 1991-06-01 | 20.2224410475772 |
| 1991-07-01 | 19.9327669753636 |
| 1991-08-01 | 19.9512505501828 |
| 1991-09-01 | 20.0225292677693 |
| 1991-10-01 | 19.9977018660370 |
| 1991-11-01 | 19.9351559733471 |
| 1991-12-01 | 20.0135588568658 |
| 1992-01-01 | 20.1987693300859 |
| 1992-02-01 | 20.5929328307199 |
| 1992-03-01 | 20.5824464800725 |
| 1992-04-01 | 20.7100566498239 |
| 1992-05-01 | 20.5962192998914 |
| 1992-06-01 | 20.4978614313702 |
| 1992-07-01 | 20.8937375376727 |
| 1992-08-01 | 20.7799795552765 |
| 1992-09-01 | 20.6313136959060 |
| 1992-10-01 | 20.6973432601241 |
| 1992-11-01 | 20.7443788690089 |
| 1992-12-01 | 20.8175950449462 |
| 1993-01-01 | 21.0687659911492 |
| 1993-02-01 | 20.9896562297276 |
| 1993-03-01 | 21.0429742390806 |
| 1993-04-01 | 21.2063181244688 |
| 1993-05-01 | 21.2874466227287 |
| 1993-06-01 | 21.3847917393679 |
| 1993-07-01 | 21.2463166495410 |
| 1993-08-01 | 21.4977620260997 |
| 1993-09-01 | 21.2400569342087 |
| 1993-10-01 | 21.6955100305038 |
| 1993-11-01 | 21.9477348756816 |
| 1993-12-01 | 22.0107852543979 |
| 1994-01-01 | 22.0580341440463 |
| 1994-02-01 | 21.8038936563767 |
| 1994-03-01 | 22.3085729258379 |
| 1994-04-01 | 21.7241993849176 |
| 1994-05-01 | 21.5566785897210 |
| 1994-06-01 | 21.6472159175345 |
| 1994-07-01 | 19.9056888087952 |
| 1994-08-01 | 21.5094643995041 |
| 1994-09-01 | 21.8447251262514 |
| 1994-10-01 | 21.8857130611958 |
| 1994-11-01 | 21.8485977601134 |
| 1994-12-01 | 21.9965808251491 |
| 1995-01-01 | 22.3810543255965 |
| 1995-02-01 | 22.5088361041023 |
| 1995-03-01 | 22.7998965968806 |
| 1995-04-01 | 22.8589161396232 |
| 1995-05-01 | 23.0226264559421 |
| 1995-06-01 | 23.0158613032690 |
| 1995-07-01 | 22.8250397200484 |
| 1995-08-01 | 22.8968534381382 |
| 1995-09-01 | 22.7356452630320 |
| 1995-10-01 | 22.8742122761793 |
| 1995-11-01 | 22.8530702986937 |
| 1995-12-01 | 23.1760329950199 |
| 1996-01-01 | 22.4580324218508 |
| 1996-02-01 | 22.4238778567234 |
| 1996-03-01 | 22.3145065749205 |
| 1996-04-01 | 22.1882508928844 |
| 1996-05-01 | 22.0780153910450 |
| 1996-06-01 | 21.9592924797615 |
| 1996-07-01 | 22.4419595374886 |
| 1996-08-01 | 22.2561682657451 |
| 1996-09-01 | 22.1168351269599 |
| 1996-10-01 | 21.6819680455741 |
| 1996-11-01 | 21.9547576261139 |
| 1996-12-01 | 22.3536519576777 |
| 1997-01-01 | 21.7665113391884 |
| 1997-02-01 | 21.5378249740928 |
| 1997-03-01 | 21.6465909333270 |
| 1997-04-01 | 21.3847318075184 |
| 1997-05-01 | 21.5543975094248 |
| 1997-06-01 | 21.6166725949152 |
| 1997-07-01 | 21.4287995908610 |
| 1997-08-01 | 21.1934921411955 |
| 1997-09-01 | 21.6006604843917 |
| 1997-10-01 | 21.9061346395052 |
| 1997-11-01 | 21.5548552925057 |
| 1997-12-01 | 21.8411019059816 |
| 1998-01-01 | 22.5712999357502 |
| 1998-02-01 | 22.5753711847445 |
| 1998-03-01 | 22.2710554394920 |
| 1998-04-01 | 22.4609496702405 |
| 1998-05-01 | 22.6213000573629 |
| 1998-06-01 | 22.4491904042559 |
| 1998-07-01 | 21.3365389933242 |
| 1998-08-01 | 22.5519027161805 |
| 1998-09-01 | 22.3967297934847 |
| 1998-10-01 | 22.4262115701105 |
| 1998-11-01 | 22.4600514888584 |
| 1998-12-01 | 22.6524909211999 |
| 1999-01-01 | 22.4398503360494 |
| 1999-02-01 | 22.6953630700349 |
| 1999-03-01 | 22.7926394430797 |
| 1999-04-01 | 22.9127715198061 |
| 1999-05-01 | 22.9025996161976 |
| 1999-06-01 | 23.1096359233912 |
| 1999-07-01 | 22.9341771473397 |
| 1999-08-01 | 23.4238212734167 |
| 1999-09-01 | 23.2017484726319 |
| 1999-10-01 | 22.7432730404377 |
| 1999-11-01 | 22.9716912331861 |
| 1999-12-01 | 22.8874235939972 |
| 2000-01-01 | 22.1732501911129 |
| 2000-02-01 | 22.2061700357959 |
| 2000-03-01 | 22.3920586357806 |
| 2000-04-01 | 22.4574159405950 |
| 2000-05-01 | 22.2799059536646 |
| 2000-06-01 | 22.4869554236289 |
| 2000-07-01 | 22.5444912420803 |
| 2000-08-01 | 22.6201881084831 |
| 2000-09-01 | 22.7121212496420 |
| 2000-10-01 | 22.9708932375720 |
| 2000-11-01 | 23.2787229527968 |
| 2000-12-01 | 22.9358439059531 |
| 2001-01-01 | 22.8554853381195 |
| 2001-02-01 | 22.7925703779159 |
| 2001-03-01 | 22.8699650522122 |
| 2001-04-01 | 22.7170801725358 |
| 2001-05-01 | 22.8748425009932 |
| 2001-06-01 | 22.5998425346104 |
| 2001-07-01 | 22.3429211208140 |
| 2001-08-01 | 22.1315256191756 |
| 2001-09-01 | 21.9380248750568 |
| 2001-10-01 | 22.0948041841169 |
| 2001-11-01 | 21.7777908078126 |
| 2001-12-01 | 21.7859597907944 |
| 2002-01-01 | 21.9023972791305 |
| 2002-02-01 | 22.0708524394820 |
| 2002-03-01 | 21.9212806176788 |
| 2002-04-01 | 22.0088254724604 |
| 2002-05-01 | 21.8710981439442 |
| 2002-06-01 | 21.8223833932342 |
| 2002-07-01 | 21.8393789342411 |
| 2002-08-01 | 21.8704523753912 |
| 2002-09-01 | 21.8669731629225 |
| 2002-10-01 | 21.0098663900669 |
| 2002-11-01 | 21.3834976873797 |
| 2002-12-01 | 21.2287187320705 |
| 2003-01-01 | 21.1285631029921 |
| 2003-02-01 | 21.0216237357604 |
| 2003-03-01 | 20.7584109288194 |
| 2003-04-01 | 21.0358625149447 |
| 2003-05-01 | 20.9887983882634 |
| 2003-06-01 | 20.8758520402923 |
| 2003-07-01 | 21.0236439849290 |
| 2003-08-01 | 20.9851170911890 |
| 2003-09-01 | 21.2000024413996 |
| 2003-10-01 | 21.0229696170315 |
| 2003-11-01 | 21.1742744779348 |
| 2003-12-01 | 21.1238094613901 |
| 2004-01-01 | 21.4778661777065 |
| 2004-02-01 | 21.4960942278716 |
| 2004-03-01 | 21.2109553475512 |
| 2004-04-01 | 20.9796384144002 |
| 2004-05-01 | 21.0166433935339 |
| 2004-06-01 | 21.0319594067331 |
| 2004-07-01 | 20.7030449206457 |
| 2004-08-01 | 20.6777733915251 |
| 2004-09-01 | 20.6116642563956 |
| 2004-10-01 | 20.7384789393957 |
| 2004-11-01 | 20.7620582035025 |
| 2004-12-01 | 20.6770529509924 |
| 2005-01-01 | 20.8468661620147 |
| 2005-02-01 | 20.7887811254482 |
| 2005-03-01 | 20.8737779027206 |
| 2005-04-01 | 20.8537475971414 |
| 2005-05-01 | 20.6699745114653 |
| 2005-06-01 | 20.6870108464090 |
| 2005-07-01 | 20.6831006309632 |
| 2005-08-01 | 20.4383618526920 |
| 2005-09-01 | 20.6062453766011 |
| 2005-10-01 | 20.6153894640323 |
| 2005-11-01 | 20.6506642960876 |
| 2005-12-01 | 20.6036284848104 |
| 2006-01-01 | 20.6469255262613 |
| 2006-02-01 | 20.7094397725174 |
| 2006-03-01 | 20.8731873365298 |
| 2006-04-01 | 20.6272536795179 |
| 2006-05-01 | 20.7331330753745 |
| 2006-06-01 | 20.6300697349366 |
| 2006-07-01 | 20.8485822138217 |
| 2006-08-01 | 20.9005906352626 |
| 2006-09-01 | 20.6705855171207 |
| 2006-10-01 | 20.6722905375844 |
| 2006-11-01 | 20.7507231291952 |
| 2006-12-01 | 20.7476217264059 |
| 2007-01-01 | 20.5557190185879 |
| 2007-02-01 | 20.5216117441326 |
| 2007-03-01 | 20.4888440328832 |
| 2007-04-01 | 21.1028276692609 |
| 2007-05-01 | 20.8998635662405 |
| 2007-06-01 | 20.8654119068814 |
| 2007-07-01 | 20.4125828883582 |
| 2007-08-01 | 20.7599676929931 |
| 2007-09-01 | 20.6225437542812 |
| 2007-10-01 | 20.6210192419169 |
| 2007-11-01 | 20.5463161224636 |
| 2007-12-01 | 20.7083796023686 |
| 2008-01-01 | 20.6762662753768 |
| 2008-02-01 | 20.7491869168157 |
| 2008-03-01 | 20.6304201769585 |
| 2008-04-01 | 20.3407823391273 |
| 2008-05-01 | 20.4383645966312 |
| 2008-06-01 | 20.3758794757308 |
| 2008-07-01 | 20.3763744165688 |
| 2008-08-01 | 20.5581566812258 |
| 2008-09-01 | 20.4698218752303 |
| 2008-10-01 | 20.4976195519719 |
| 2008-11-01 | 20.0401888999064 |
| 2008-12-01 | 20.0994155574760 |
| 2009-01-01 | 19.7879238376668 |
| 2009-02-01 | 19.6573365417617 |
| 2009-03-01 | 19.5485877215993 |
| 2009-04-01 | 19.5711988383975 |
| 2009-05-01 | 19.3464670393525 |
| 2009-06-01 | 19.1723399877511 |
| 2009-07-01 | 19.8624503369298 |
| 2009-08-01 | 20.1905336514726 |
| 2009-09-01 | 20.1376220650345 |
| 2009-10-01 | 20.0798770774449 |
| 2009-11-01 | 20.2166058178757 |
| 2009-12-01 | 20.1004653438769 |
| 2010-01-01 | 20.4040364844837 |
| 2010-02-01 | 20.3688739193422 |
| 2010-03-01 | 20.3583837055471 |
| 2010-04-01 | 20.3605751773904 |
| 2010-05-01 | 20.4407557110758 |
| 2010-06-01 | 20.5676588907658 |
| 2010-07-01 | 20.5492222902853 |
| 2010-08-01 | 20.5419848307525 |
| 2010-09-01 | 20.5274379333503 |
| 2010-10-01 | 20.7909613181733 |
| 2010-11-01 | 20.7884850226517 |
| 2010-12-01 | 20.8153526342859 |
| 2011-01-01 | 20.9082447207917 |
| 2011-02-01 | 20.9659411080995 |
| 2011-03-01 | 21.1417886264266 |
| 2011-04-01 | 21.2393369814547 |
| 2011-05-01 | 21.3162072939815 |
| 2011-06-01 | 21.6754505804422 |
| 2011-07-01 | 21.2493940683794 |
| 2011-08-01 | 21.1833322606082 |
| 2011-09-01 | 21.2628879397129 |
| 2011-10-01 | 21.1006729155862 |
| 2011-11-01 | 21.2576234325497 |
| 2011-12-01 | 21.4269122464205 |
| 2012-01-01 | 21.4055806730732 |
| 2012-02-01 | 21.5566646433020 |
| 2012-03-01 | 21.6339579848967 |
| 2012-04-01 | 21.4956756118623 |
| 2012-05-01 | 21.6903080221751 |
| 2012-06-01 | 21.7757218365669 |
| 2012-07-01 | 21.1630058878026 |
| 2012-08-01 | 22.6154330493409 |
| 2012-09-01 | 22.8243903505671 |
| 2012-10-01 | 22.7161808615267 |
| 2012-11-01 | 22.7493189888231 |
| 2012-12-01 | 22.8396128607593 |
| 2013-01-01 | 22.2704129747267 |
| 2013-02-01 | 22.2134932496807 |
| 2013-03-01 | 22.1175904497176 |
| 2013-04-01 | 22.2610456627695 |
| 2013-05-01 | 22.1914711474655 |
| 2013-06-01 | 22.2909144337200 |
| 2013-07-01 | 22.5888470528899 |
| 2013-08-01 | 22.8359621735496 |
| 2013-09-01 | 23.1872685551015 |
| 2013-10-01 | 22.7995187228007 |
| 2013-11-01 | 23.0478145837653 |
| 2013-12-01 | 23.2591044257751 |
| 2014-01-01 | 22.2171302598978 |
| 2014-02-01 | 22.2672409337240 |
| 2014-03-01 | 22.5198902005605 |
| 2014-04-01 | 22.5212529922305 |
| 2014-05-01 | 22.6330534792648 |
| 2014-06-01 | 22.5024394756297 |
| 2014-07-01 | 22.4996466250481 |
| 2014-08-01 | 22.5503500461009 |
| 2014-09-01 | 22.3411022626165 |
| 2014-10-01 | 22.3770423321290 |
| 2014-11-01 | 22.3503722035846 |
| 2014-12-01 | 22.2926110834992 |
| 2015-01-01 | 22.3430754798285 |
| 2015-02-01 | 22.4168306689372 |
| 2015-03-01 | 22.3357150969865 |
| 2015-04-01 | 22.3932137838936 |
| 2015-05-01 | 22.4803633373642 |
| 2015-06-01 | 22.6094992174585 |
| 2015-07-01 | 22.3915219278571 |
| 2015-08-01 | 22.4729325543234 |
| 2015-09-01 | 22.5901086520250 |
| 2015-10-01 | 22.8541386776398 |
| 2015-11-01 | 22.9553920636013 |
| 2015-12-01 | 22.8316507434064 |
| 2016-01-01 | 23.3618108336157 |
| 2016-02-01 | 23.4599878669978 |
| 2016-03-01 | 23.4683999696493 |
| 2016-04-01 | 23.3780242111331 |
| 2016-05-01 | 23.2155086912487 |
| 2016-06-01 | 23.2000162569903 |
| 2016-07-01 | 23.3865032004978 |
| 2016-08-01 | 23.5002572375043 |
| 2016-09-01 | 23.5376763845337 |
| 2016-10-01 | 23.5556179478995 |
| 2016-11-01 | 23.0580093679715 |
| 2016-12-01 | 23.3476802085437 |
| 2017-01-01 | 23.3778951247587 |
| 2017-02-01 | 23.2907394502597 |
| 2017-03-01 | 23.5018485131869 |
| 2017-04-01 | 23.5883938917211 |
| 2017-05-01 | 23.5464879564915 |
| 2017-06-01 | 23.7062843941235 |
| 2017-07-01 | 23.7808431411460 |
| 2017-08-01 | 23.7228560454662 |
| 2017-09-01 | 23.7645852402619 |
| 2017-10-01 | 23.7659391986870 |
| 2017-11-01 | 23.7479388942357 |
| 2017-12-01 | 23.7463431533606 |
| 2018-01-01 | 22.9201138588385 |
| 2018-02-01 | 22.8352333998078 |
| 2018-03-01 | 23.1237336334393 |
| 2018-04-01 | 23.3035983497631 |
| 2018-05-01 | 23.2697622915493 |
| 2018-06-01 | 23.2238016338386 |
| 2018-07-01 | 23.2766757229512 |
| 2018-08-01 | 22.9356150631656 |
| 2018-09-01 | 22.9953350193058 |
| 2018-10-01 | 22.7793562824469 |
| 2018-11-01 | 22.7255668740627 |
| 2018-12-01 | 22.8308694651823 |
| 2019-01-01 | 22.9886679470827 |
| 2019-02-01 | 22.9950377954557 |
| 2019-03-01 | 22.8365843850419 |
| 2019-04-01 | 22.7120312870163 |
| 2019-05-01 | 22.7726632796886 |
| 2019-06-01 | 22.6501808270314 |
| 2019-07-01 | 22.3622047059818 |
| 2019-08-01 | 22.5517166003982 |
| 2019-09-01 | 22.3299045498457 |
| 2019-10-01 | 22.3988783970009 |
| 2019-11-01 | 22.5118951518753 |
| 2019-12-01 | 22.6271372244201 |
| 2020-01-01 | 22.6672358333519 |
| 2020-02-01 | 22.6581874121415 |
| 2020-03-01 | 22.5266010110415 |
| 2020-04-01 | 17.5078776260313 |
| 2020-05-01 | 19.2607417898626 |
| 2020-06-01 | 20.2645361465295 |
| 2020-07-01 | 20.8609224265916 |
| 2020-08-01 | 21.1690429413785 |
| 2020-09-01 | 21.4765544085285 |
| 2020-10-01 | 21.4176509613091 |
| 2020-11-01 | 21.5134802584998 |
| 2020-12-01 | 21.5279015407057 |
| 2021-01-01 | 21.3475147692140 |
| 2021-02-01 | 21.4381196901266 |
| 2021-03-01 | 21.6081252743246 |
| 2021-04-01 | 21.1827667010454 |
| 2021-05-01 | 21.4454452768458 |
| 2021-06-01 | 21.3729653315347 |
| 2021-07-01 | 21.5582969747545 |
| 2021-08-01 | 21.4767017233367 |
| 2021-09-01 | 21.1989019608679 |
| 2021-10-01 | 21.6402631041543 |
| 2021-11-01 | 21.6413139264179 |
| 2021-12-01 | 21.8509842752002 |
| 2022-01-01 | 21.5425828068591 |
| 2022-02-01 | 21.6434771786400 |
| 2022-03-01 | 21.6740076351589 |
| 2022-04-01 | 21.8341939670602 |
| 2022-05-01 | 21.9139158398685 |
| 2022-06-01 | 21.8673770345678 |
| 2022-07-01 | 21.9626002214336 |
| 2022-08-01 | 21.7805519672553 |
| 2022-09-01 | 21.8166200304134 |
| 2022-10-01 | 21.9599168695895 |
| 2022-11-01 | 22.0818582628823 |
| 2022-12-01 | 21.9780892304136 |
| 2023-01-01 | 22.1455023089813 |
| 2023-02-01 | 22.0653758019452 |
| 2023-03-01 | 22.2579075845975 |
| 2023-04-01 | 21.3735706030122 |
| 2023-05-01 | 21.4665444290912 |
| 2023-06-01 | 21.4489213347649 |
| 2023-07-01 | 21.3659017510165 |
| 2023-08-01 | 21.2843344223519 |
| 2023-09-01 | 21.2219977195848 |
| 2023-10-01 | 21.1888331075131 |
| 2023-11-01 | 21.1311727050957 |
| 2023-12-01 | 21.3061088272927 |
| 2024-01-01 | 21.3467006467444 |
| 2024-02-01 | 21.2782716852703 |
| 2024-03-01 | 21.4398101191436 |
| 2024-04-01 | 21.5314801478293 |
| 2024-05-01 | 21.8209231216739 |
| 2024-06-01 | 21.8255658076711 |
| 2024-07-01 | 21.4853741718188 |
| 2024-08-01 | 21.5763278292283 |
| 2024-09-01 | 21.5275566808014 |
| 2024-10-01 | 21.2125065986869 |
| 2024-11-01 | 21.1755933648076 |
| 2024-12-01 | 21.1123478318615 |
| 2025-01-01 | 21.1477522896468 |
| 2025-02-01 | 21.1929126023264 |
| 2025-03-01 | 21.2297739561414 |
| 2025-04-01 | 21.3084730566881 |
| 2025-05-01 | 21.3893440668553 |
| 2025-06-01 | 21.3083717914103 |
| 2025-07-01 | 21.2063878647731 |
| 2025-08-01 | 21.2626474613033 |
| 2025-09-01 | 21.2191390118895 |
| 2025-10-01 | 21.3292325310836 |
| 2025-11-01 | 21.3013271144411 |
| 2025-12-01 | 21.3129614328649 |
| 2026-01-01 | 21.2606473020079 |
| 2026-02-01 | 21.2036316590581 |
| 2026-03-01 | 21.1163077381568 |
| 2026-04-01 | 21.1021998757628 |
| 2026-05-01 | 20.9694412145038 |
| 2026-06-01 | 20.9010882132981 |