Table Data - All Employees: Other Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Other Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026SRVO |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-11-01 |
| Last Updated | 2024-12-21 6:17 AM CST |
| 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 | 5.4341766562016610 |
| 1990-02-01 | 5.5150143988549996 |
| 1990-03-01 | 5.5016881318534990 |
| 1990-04-01 | 5.5583635120742000 |
| 1990-05-01 | 5.5445891429882100 |
| 1990-06-01 | 5.6521275338000000 |
| 1990-07-01 | 5.6391754871318310 |
| 1990-08-01 | 5.5901764716787900 |
| 1990-09-01 | 5.5628922983118600 |
| 1990-10-01 | 5.6176081612376905 |
| 1990-11-01 | 5.6744513727430090 |
| 1990-12-01 | 5.6088525490355100 |
| 1991-01-01 | 5.6330857477489290 |
| 1991-02-01 | 5.6201009361423600 |
| 1991-03-01 | 5.5977166746376390 |
| 1991-04-01 | 5.4570413704275795 |
| 1991-05-01 | 5.5427460863321790 |
| 1991-06-01 | 5.4574681532870490 |
| 1991-07-01 | 5.5447671278316800 |
| 1991-08-01 | 5.4888890125050500 |
| 1991-09-01 | 5.5601882080495000 |
| 1991-10-01 | 5.5159088071201690 |
| 1991-11-01 | 5.4731971711508500 |
| 1991-12-01 | 5.5053446418836100 |
| 1992-01-01 | 5.5287820949566200 |
| 1992-02-01 | 5.5280183530121600 |
| 1992-03-01 | 5.4877619883403100 |
| 1992-04-01 | 5.6654335842079290 |
| 1992-05-01 | 5.6414070479142000 |
| 1992-06-01 | 5.6672909529187310 |
| 1992-07-01 | 5.6495552631234505 |
| 1992-08-01 | 5.6878757386230900 |
| 1992-09-01 | 5.6476709568613800 |
| 1992-10-01 | 5.6146048612395900 |
| 1992-11-01 | 5.5793568254509610 |
| 1992-12-01 | 5.5972525373077000 |
| 1993-01-01 | 5.6232113147464300 |
| 1993-02-01 | 5.6362645673918000 |
| 1993-03-01 | 5.6791795707520800 |
| 1993-04-01 | 5.6762418115800500 |
| 1993-05-01 | 5.6427834708612300 |
| 1993-06-01 | 5.6745373976482805 |
| 1993-07-01 | 5.5534220805201790 |
| 1993-08-01 | 5.6849055433211895 |
| 1993-09-01 | 5.6375356434511790 |
| 1993-10-01 | 5.9123471080409600 |
| 1993-11-01 | 5.8873281668721900 |
| 1993-12-01 | 5.8905415276037600 |
| 1994-01-01 | 5.7140848332204905 |
| 1994-02-01 | 5.7403959464441110 |
| 1994-03-01 | 5.8660755038471400 |
| 1994-04-01 | 5.9934252099210590 |
| 1994-05-01 | 5.9524261877722400 |
| 1994-06-01 | 5.8762790384169400 |
| 1994-07-01 | 5.9560876100525600 |
| 1994-08-01 | 5.9826876768673100 |
| 1994-09-01 | 6.0332857307330890 |
| 1994-10-01 | 6.0064089773624600 |
| 1994-11-01 | 5.9957836416447500 |
| 1994-12-01 | 5.9794043412290990 |
| 1995-01-01 | 6.0029433890635500 |
| 1995-02-01 | 6.0422033879414700 |
| 1995-03-01 | 6.1656588593476390 |
| 1995-04-01 | 6.0077541743682390 |
| 1995-05-01 | 5.9621091679949490 |
| 1995-06-01 | 6.1741198949342000 |
| 1995-07-01 | 6.2537246550779610 |
| 1995-08-01 | 6.1784193679379810 |
| 1995-09-01 | 6.3359073427955100 |
| 1995-10-01 | 6.2036326322869100 |
| 1995-11-01 | 6.2010415973769200 |
| 1995-12-01 | 6.2760000315338600 |
| 1996-01-01 | 6.2859574437574600 |
| 1996-02-01 | 6.3381989684018300 |
| 1996-03-01 | 6.3690606099619900 |
| 1996-04-01 | 6.3244870242024900 |
| 1996-05-01 | 6.3747324643768200 |
| 1996-06-01 | 6.3685802001057805 |
| 1996-07-01 | 6.3471838963980405 |
| 1996-08-01 | 6.3734230042826400 |
| 1996-09-01 | 6.3337685486980090 |
| 1996-10-01 | 6.4062282749538210 |
| 1996-11-01 | 6.4097902039775100 |
| 1996-12-01 | 6.3750568107486100 |
| 1997-01-01 | 6.3715125786114095 |
| 1997-02-01 | 6.3314276495271800 |
| 1997-03-01 | 6.4819483571723310 |
| 1997-04-01 | 6.3261658329466110 |
| 1997-05-01 | 6.1839646172280400 |
| 1997-06-01 | 6.2625715861127810 |
| 1997-07-01 | 6.2479809423317900 |
| 1997-08-01 | 6.2702780561232005 |
| 1997-09-01 | 6.2292985675064000 |
| 1997-10-01 | 6.3076521605078400 |
| 1997-11-01 | 6.2112091374412410 |
| 1997-12-01 | 6.2804097319726910 |
| 1998-01-01 | 6.2688343288801300 |
| 1998-02-01 | 6.2244309140531810 |
| 1998-03-01 | 6.1874030226152900 |
| 1998-04-01 | 6.2197082667652500 |
| 1998-05-01 | 6.2974519660961200 |
| 1998-06-01 | 6.2537050966793390 |
| 1998-07-01 | 6.4518552479311800 |
| 1998-08-01 | 6.2720958926920700 |
| 1998-09-01 | 6.2231590013305400 |
| 1998-10-01 | 6.2062069227730290 |
| 1998-11-01 | 6.3084157544335400 |
| 1998-12-01 | 6.2827409096961295 |
| 1999-01-01 | 6.3813905889139400 |
| 1999-02-01 | 6.3204065152146605 |
| 1999-03-01 | 6.2910353537240800 |
| 1999-04-01 | 6.3069136118570100 |
| 1999-05-01 | 6.3008544312408600 |
| 1999-06-01 | 6.4458971640087400 |
| 1999-07-01 | 6.1601037688809500 |
| 1999-08-01 | 6.2810535164142700 |
| 1999-09-01 | 6.2135280110830700 |
| 1999-10-01 | 6.1070179882618090 |
| 1999-11-01 | 6.0979813911598490 |
| 1999-12-01 | 6.0872909690810590 |
| 2000-01-01 | 6.0988449749371700 |
| 2000-02-01 | 6.1191027369594510 |
| 2000-03-01 | 6.0870572611467000 |
| 2000-04-01 | 6.2027703896631510 |
| 2000-05-01 | 6.1068324526044110 |
| 2000-06-01 | 6.1304744883008390 |
| 2000-07-01 | 6.1599446987550905 |
| 2000-08-01 | 6.1905985585650000 |
| 2000-09-01 | 6.3992428206708200 |
| 2000-10-01 | 6.4138087288044600 |
| 2000-11-01 | 6.3999942316934000 |
| 2000-12-01 | 6.3879391629074200 |
| 2001-01-01 | 6.3183993750389690 |
| 2001-02-01 | 6.4179266108083700 |
| 2001-03-01 | 6.4758891476442100 |
| 2001-04-01 | 6.4040239849027900 |
| 2001-05-01 | 6.4047045206250800 |
| 2001-06-01 | 6.4168322865577490 |
| 2001-07-01 | 6.4600901195805704 |
| 2001-08-01 | 6.4018512082901500 |
| 2001-09-01 | 6.3885729722690705 |
| 2001-10-01 | 6.4193300655923700 |
| 2001-11-01 | 6.4019535683126400 |
| 2001-12-01 | 6.3895468445860710 |
| 2002-01-01 | 6.3308064950092190 |
| 2002-02-01 | 6.2192270152128100 |
| 2002-03-01 | 6.3666836387143490 |
| 2002-04-01 | 6.4109494370272300 |
| 2002-05-01 | 6.5954757173000990 |
| 2002-06-01 | 6.5084967689798000 |
| 2002-07-01 | 6.2530863158536300 |
| 2002-08-01 | 6.3088173356423400 |
| 2002-09-01 | 6.0869417422388100 |
| 2002-10-01 | 6.3246897404654100 |
| 2002-11-01 | 6.4133749998073400 |
| 2002-12-01 | 6.3840420010809600 |
| 2003-01-01 | 6.4345720247351300 |
| 2003-02-01 | 6.2188298585243500 |
| 2003-03-01 | 6.3631606840316700 |
| 2003-04-01 | 6.0193880531744000 |
| 2003-05-01 | 5.9735251230218305 |
| 2003-06-01 | 6.1136795416814500 |
| 2003-07-01 | 6.5526901903131600 |
| 2003-08-01 | 6.7077514711661790 |
| 2003-09-01 | 6.4948474448769410 |
| 2003-10-01 | 6.3298590408384600 |
| 2003-11-01 | 6.3194797404132700 |
| 2003-12-01 | 6.3777302983091200 |
| 2004-01-01 | 6.3212348354461100 |
| 2004-02-01 | 6.3193488564401700 |
| 2004-03-01 | 6.3713228157651995 |
| 2004-04-01 | 6.2271405279930500 |
| 2004-05-01 | 6.2573726679538000 |
| 2004-06-01 | 6.2277815103372000 |
| 2004-07-01 | 6.2480333581101700 |
| 2004-08-01 | 6.1960812849944500 |
| 2004-09-01 | 6.2000296413236110 |
| 2004-10-01 | 6.1347168003054900 |
| 2004-11-01 | 6.1299470045155190 |
| 2004-12-01 | 5.9739650167894190 |
| 2005-01-01 | 6.1052830734736500 |
| 2005-02-01 | 6.1225287019927600 |
| 2005-03-01 | 6.0787365683913900 |
| 2005-04-01 | 6.3273741388627505 |
| 2005-05-01 | 6.2448195477175200 |
| 2005-06-01 | 6.1495514323289400 |
| 2005-07-01 | 6.1444491187548400 |
| 2005-08-01 | 6.0848803699655000 |
| 2005-09-01 | 6.1053436492317810 |
| 2005-10-01 | 6.1291050781385710 |
| 2005-11-01 | 6.1327914074754700 |
| 2005-12-01 | 6.1761474550893200 |
| 2006-01-01 | 6.0937831996701695 |
| 2006-02-01 | 6.1314887006209800 |
| 2006-03-01 | 6.1921844804943890 |
| 2006-04-01 | 6.0200275226187600 |
| 2006-05-01 | 6.0362442025214005 |
| 2006-06-01 | 5.9651109130333090 |
| 2006-07-01 | 5.9364602315896200 |
| 2006-08-01 | 6.0734408878313600 |
| 2006-09-01 | 6.0083386675823895 |
| 2006-10-01 | 6.1250980890297200 |
| 2006-11-01 | 6.1347062214253310 |
| 2006-12-01 | 6.1818105833219095 |
| 2007-01-01 | 6.1926186687352300 |
| 2007-02-01 | 6.1400443660268404 |
| 2007-03-01 | 6.1008129491232690 |
| 2007-04-01 | 6.1083186869611300 |
| 2007-05-01 | 6.0328232489645700 |
| 2007-06-01 | 6.0716463957860500 |
| 2007-07-01 | 6.1342091144504000 |
| 2007-08-01 | 6.1605696454085600 |
| 2007-09-01 | 6.2146533006414910 |
| 2007-10-01 | 6.1212355822782990 |
| 2007-11-01 | 6.1311242928893100 |
| 2007-12-01 | 6.0888942725520500 |
| 2008-01-01 | 6.1884493112660710 |
| 2008-02-01 | 6.1490524670015800 |
| 2008-03-01 | 6.1121528958249490 |
| 2008-04-01 | 6.3022749822225200 |
| 2008-05-01 | 6.3421431531760510 |
| 2008-06-01 | 6.3653954521737806 |
| 2008-07-01 | 6.4273115503578400 |
| 2008-08-01 | 6.3486483505748500 |
| 2008-09-01 | 6.4104496226663900 |
| 2008-10-01 | 6.5230687157877005 |
| 2008-11-01 | 6.5316062816375300 |
| 2008-12-01 | 6.5947765569950310 |
| 2009-01-01 | 6.5858484507351305 |
| 2009-02-01 | 6.6577393042084600 |
| 2009-03-01 | 6.6165469212063700 |
| 2009-04-01 | 6.8034974862430190 |
| 2009-05-01 | 6.8547439933547990 |
| 2009-06-01 | 6.8524705138318400 |
| 2009-07-01 | 6.8247131214656300 |
| 2009-08-01 | 6.8464161336434510 |
| 2009-09-01 | 6.8076376919912605 |
| 2009-10-01 | 6.7200041702330310 |
| 2009-11-01 | 6.7267274890039410 |
| 2009-12-01 | 6.6939291802968395 |
| 2010-01-01 | 6.6810835662791700 |
| 2010-02-01 | 6.7619295737125995 |
| 2010-03-01 | 6.7221935127881600 |
| 2010-04-01 | 6.7130977727311800 |
| 2010-05-01 | 6.6692527994291510 |
| 2010-06-01 | 6.6391219818747110 |
| 2010-07-01 | 6.6256333938081300 |
| 2010-08-01 | 6.6527397922239695 |
| 2010-09-01 | 6.6026774726450890 |
| 2010-10-01 | 6.6191616532609700 |
| 2010-11-01 | 6.6154479632563790 |
| 2010-12-01 | 6.5846396137727400 |
| 2011-01-01 | 6.6757035878394290 |
| 2011-02-01 | 6.5594680449686800 |
| 2011-03-01 | 6.6248913510397305 |
| 2011-04-01 | 6.4250136635372200 |
| 2011-05-01 | 6.2865659979966510 |
| 2011-06-01 | 6.4296130620614800 |
| 2011-07-01 | 6.4376767168570500 |
| 2011-08-01 | 6.3676986564029200 |
| 2011-09-01 | 6.3016968583188800 |
| 2011-10-01 | 6.2105261133310590 |
| 2011-11-01 | 6.0979508332996910 |
| 2011-12-01 | 6.0691105538389500 |
| 2012-01-01 | 5.9623109571700890 |
| 2012-02-01 | 5.8523338491470500 |
| 2012-03-01 | 5.8318106048030400 |
| 2012-04-01 | 5.8433253681544100 |
| 2012-05-01 | 5.8063215219973900 |
| 2012-06-01 | 5.8256415990035790 |
| 2012-07-01 | 5.7447305328451390 |
| 2012-08-01 | 5.7862758579662800 |
| 2012-09-01 | 5.7991413327190005 |
| 2012-10-01 | 5.7995231480445600 |
| 2012-11-01 | 5.7785118321769700 |
| 2012-12-01 | 5.8600641017615000 |
| 2013-01-01 | 5.7478481753310710 |
| 2013-02-01 | 5.7459270316359010 |
| 2013-03-01 | 5.7436198065617000 |
| 2013-04-01 | 5.6517947507742905 |
| 2013-05-01 | 5.6156473251155905 |
| 2013-06-01 | 5.6252708472628500 |
| 2013-07-01 | 5.6551021879603205 |
| 2013-08-01 | 5.6054390521401590 |
| 2013-09-01 | 5.6034477128465700 |
| 2013-10-01 | 5.5877130221814500 |
| 2013-11-01 | 5.6588916881958490 |
| 2013-12-01 | 5.6580202241914000 |
| 2014-01-01 | 5.6338656211536400 |
| 2014-02-01 | 5.6328594208440310 |
| 2014-03-01 | 5.6533718629445096 |
| 2014-04-01 | 5.6620178821967100 |
| 2014-05-01 | 5.6154771620762505 |
| 2014-06-01 | 5.6299981286025300 |
| 2014-07-01 | 5.5644164429620400 |
| 2014-08-01 | 5.5170361414149600 |
| 2014-09-01 | 5.6121284892729290 |
| 2014-10-01 | 5.5800342267884100 |
| 2014-11-01 | 5.5434755634614600 |
| 2014-12-01 | 5.5618604100291000 |
| 2015-01-01 | 5.5197331236369210 |
| 2015-02-01 | 5.5205047734518210 |
| 2015-03-01 | 5.4582006348965800 |
| 2015-04-01 | 5.4673228438520200 |
| 2015-05-01 | 5.5093766050600400 |
| 2015-06-01 | 5.5410659610922410 |
| 2015-07-01 | 5.5790781692797500 |
| 2015-08-01 | 5.5198279365265800 |
| 2015-09-01 | 5.5184427057925400 |
| 2015-10-01 | 5.5766207562669600 |
| 2015-11-01 | 5.5320811781367190 |
| 2015-12-01 | 5.4633699672751000 |
| 2016-01-01 | 5.5058540039944500 |
| 2016-02-01 | 5.5112656505434000 |
| 2016-03-01 | 5.4597956095746100 |
| 2016-04-01 | 5.5787457459725090 |
| 2016-05-01 | 5.6028514084540310 |
| 2016-06-01 | 5.4559900933179200 |
| 2016-07-01 | 5.4882355487246600 |
| 2016-08-01 | 5.5166246872773490 |
| 2016-09-01 | 5.4220065231599600 |
| 2016-10-01 | 5.3684118736364805 |
| 2016-11-01 | 5.4257616030381595 |
| 2016-12-01 | 5.3606058931132194 |
| 2017-01-01 | 5.3993240164289400 |
| 2017-02-01 | 5.4088841105976995 |
| 2017-03-01 | 5.3632320634041200 |
| 2017-04-01 | 5.2850866990524600 |
| 2017-05-01 | 5.3024802185912700 |
| 2017-06-01 | 5.2694796148948610 |
| 2017-07-01 | 5.2015938407933700 |
| 2017-08-01 | 5.1046378683187590 |
| 2017-09-01 | 5.2146515870848890 |
| 2017-10-01 | 5.2601903715160190 |
| 2017-11-01 | 5.2223688278794810 |
| 2017-12-01 | 5.2545303807886800 |
| 2018-01-01 | 5.3064871860031800 |
| 2018-02-01 | 5.2084581256038090 |
| 2018-03-01 | 5.2607790420524810 |
| 2018-04-01 | 5.1938262463793890 |
| 2018-05-01 | 5.2084054187705400 |
| 2018-06-01 | 5.1767780772700400 |
| 2018-07-01 | 5.2085097186278790 |
| 2018-08-01 | 5.1946483525570500 |
| 2018-09-01 | 5.2061149437270000 |
| 2018-10-01 | 5.1483007621294400 |
| 2018-11-01 | 5.2255418461852190 |
| 2018-12-01 | 5.2456886477739810 |
| 2019-01-01 | 5.2209271439403300 |
| 2019-02-01 | 5.2109264597811900 |
| 2019-03-01 | 5.2564171948702505 |
| 2019-04-01 | 5.2960104327694600 |
| 2019-05-01 | 5.3211387835626510 |
| 2019-06-01 | 5.2714709252601500 |
| 2019-07-01 | 5.3157421302006900 |
| 2019-08-01 | 5.2905846603372300 |
| 2019-09-01 | 5.2931728236004005 |
| 2019-10-01 | 5.3397668715118890 |
| 2019-11-01 | 5.3297863752780300 |
| 2019-12-01 | 5.3417238578508800 |
| 2020-01-01 | 5.3394951120517895 |
| 2020-02-01 | 5.4141698247422300 |
| 2020-03-01 | 5.3484209817538700 |
| 2020-04-01 | 4.2933036601258500 |
| 2020-05-01 | 4.4303687228890190 |
| 2020-06-01 | 4.6564672375805100 |
| 2020-07-01 | 4.6206157758555990 |
| 2020-08-01 | 4.7979950327210900 |
| 2020-09-01 | 4.8855602772135700 |
| 2020-10-01 | 4.9313331204851400 |
| 2020-11-01 | 4.9365758635518500 |
| 2020-12-01 | 4.8441736496035900 |
| 2021-01-01 | 4.9534843751286600 |
| 2021-02-01 | 5.0169118151915000 |
| 2021-03-01 | 5.1394923028829504 |
| 2021-04-01 | 5.0800376222895300 |
| 2021-05-01 | 5.1382767982975710 |
| 2021-06-01 | 5.1372587213424600 |
| 2021-07-01 | 5.2305747401401210 |
| 2021-08-01 | 5.2100438566502200 |
| 2021-09-01 | 5.1803176094318800 |
| 2021-10-01 | 5.2287861388095200 |
| 2021-11-01 | 5.2398102258831205 |
| 2021-12-01 | 5.3531202110535710 |
| 2022-01-01 | 5.3612525458923600 |
| 2022-02-01 | 5.4204977410045805 |
| 2022-03-01 | 5.4251482645224200 |
| 2022-04-01 | 5.5662530036100400 |
| 2022-05-01 | 5.4364232990696200 |
| 2022-06-01 | 5.5240413242308800 |
| 2022-07-01 | 5.4376316475317300 |
| 2022-08-01 | 5.4258524881054900 |
| 2022-09-01 | 5.2838069260075590 |
| 2022-10-01 | 5.4309640021592900 |
| 2022-11-01 | 5.4441283106996110 |
| 2022-12-01 | 5.3579993406055300 |
| 2023-01-01 | 5.8591400479029110 |
| 2023-02-01 | 5.8245424811307300 |
| 2023-03-01 | 5.8120524592939800 |
| 2023-04-01 | 5.7527138280786000 |
| 2023-05-01 | 5.7337262763733500 |
| 2023-06-01 | 5.7151554728634910 |
| 2023-07-01 | 5.6447850677215600 |
| 2023-08-01 | 5.6412775986129900 |
| 2023-09-01 | 5.6883510848147100 |
| 2023-10-01 | 5.6357043843938600 |
| 2023-11-01 | 5.6420505303132590 |
| 2023-12-01 | 5.6624542869859100 |
| 2024-01-01 | 5.6537803545747805 |
| 2024-02-01 | 5.6287901295876300 |
| 2024-03-01 | 5.7028963465127390 |
| 2024-04-01 | 5.7436777167920100 |
| 2024-05-01 | 5.8272069286202000 |
| 2024-06-01 | 5.6149551961040700 |
| 2024-07-01 | 5.7477758163621795 |
| 2024-08-01 | 5.7517341699876290 |
| 2024-09-01 | 5.7928200766029200 |
| 2024-10-01 | 5.8401307745593200 |
| 2024-11-01 | 5.8394555466475095 |
