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 2024-08-01 |
| Last Updated | 2024-09-21 6:16 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 | 5.4341766503374810 |
| 1990-02-01 | 5.5150143914827090 |
| 1990-03-01 | 5.5016881370397400 |
| 1990-04-01 | 5.5583635064418490 |
| 1990-05-01 | 5.5445891376252000 |
| 1990-06-01 | 5.6521275304668400 |
| 1990-07-01 | 5.6391754951486694 |
| 1990-08-01 | 5.5901764722492695 |
| 1990-09-01 | 5.5628923092308200 |
| 1990-10-01 | 5.6176081636863600 |
| 1990-11-01 | 5.6744513757932800 |
| 1990-12-01 | 5.6088525511476695 |
| 1991-01-01 | 5.6330857423199290 |
| 1991-02-01 | 5.6201009156087400 |
| 1991-03-01 | 5.5977166827037510 |
| 1991-04-01 | 5.4570413640751690 |
| 1991-05-01 | 5.5427460831850600 |
| 1991-06-01 | 5.4574681508028790 |
| 1991-07-01 | 5.5447671378729700 |
| 1991-08-01 | 5.4888890127113310 |
| 1991-09-01 | 5.5601882211344810 |
| 1991-10-01 | 5.5159088108500490 |
| 1991-11-01 | 5.4731971775066400 |
| 1991-12-01 | 5.5053446490373705 |
| 1992-01-01 | 5.5287820921747900 |
| 1992-02-01 | 5.5280183200501910 |
| 1992-03-01 | 5.4877619901880506 |
| 1992-04-01 | 5.6654335727245700 |
| 1992-05-01 | 5.6414070504287200 |
| 1992-06-01 | 5.6672909457409600 |
| 1992-07-01 | 5.6495552710104800 |
| 1992-08-01 | 5.6878757366950000 |
| 1992-09-01 | 5.6476709863793300 |
| 1992-10-01 | 5.6146048688501700 |
| 1992-11-01 | 5.5793568394932900 |
| 1992-12-01 | 5.5972525536682305 |
| 1993-01-01 | 5.6232113152707100 |
| 1993-02-01 | 5.6362645159698100 |
| 1993-03-01 | 5.6791795554293800 |
| 1993-04-01 | 5.6762417818555090 |
| 1993-05-01 | 5.6427834704412490 |
| 1993-06-01 | 5.6745373863850400 |
| 1993-07-01 | 5.5534220972025300 |
| 1993-08-01 | 5.6849055630941000 |
| 1993-09-01 | 5.6375357103438610 |
| 1993-10-01 | 5.9123471315559900 |
| 1993-11-01 | 5.8873281854501200 |
| 1993-12-01 | 5.8905415341393400 |
| 1994-01-01 | 5.7140848051348490 |
| 1994-02-01 | 5.7403958620586690 |
| 1994-03-01 | 5.8660754513021205 |
| 1994-04-01 | 5.9934251984427690 |
| 1994-05-01 | 5.9524260285335900 |
| 1994-06-01 | 5.8762791245312500 |
| 1994-07-01 | 5.9560877443056710 |
| 1994-08-01 | 5.9826878060458100 |
| 1994-09-01 | 6.0332858808504910 |
| 1994-10-01 | 6.0064089973606200 |
| 1994-11-01 | 5.9957835828425900 |
| 1994-12-01 | 5.9794042248934900 |
| 1995-01-01 | 6.0029432229751505 |
| 1995-02-01 | 6.0422031962598700 |
| 1995-03-01 | 6.1656587633449010 |
| 1995-04-01 | 6.0077542217659110 |
| 1995-05-01 | 5.9621089060589890 |
| 1995-06-01 | 6.1741201305828500 |
| 1995-07-01 | 6.2537252981713705 |
| 1995-08-01 | 6.1784196657145500 |
| 1995-09-01 | 6.3359075931891800 |
| 1995-10-01 | 6.2036324992636390 |
| 1995-11-01 | 6.2010414677619100 |
| 1995-12-01 | 6.2759998078607200 |
| 1996-01-01 | 6.2859561233638200 |
| 1996-02-01 | 6.3381987929732695 |
| 1996-03-01 | 6.3690606129088790 |
| 1996-04-01 | 6.3244872451320100 |
| 1996-05-01 | 6.3747321246859010 |
| 1996-06-01 | 6.3685811893622000 |
| 1996-07-01 | 6.3471856849188900 |
| 1996-08-01 | 6.3734232971877900 |
| 1996-09-01 | 6.3337687766196500 |
| 1996-10-01 | 6.4062278034183700 |
| 1996-11-01 | 6.4097896882915200 |
| 1996-12-01 | 6.3750560834157195 |
| 1997-01-01 | 6.3715095690461805 |
| 1997-02-01 | 6.3314267937994410 |
| 1997-03-01 | 6.4819477199084400 |
| 1997-04-01 | 6.3261696479576300 |
| 1997-05-01 | 6.1839639237168800 |
| 1997-06-01 | 6.2625731086848400 |
| 1997-07-01 | 6.2479840498755510 |
| 1997-08-01 | 6.2702787638826300 |
| 1997-09-01 | 6.2292977561681100 |
| 1997-10-01 | 6.3076517371791400 |
| 1997-11-01 | 6.2112086085807190 |
| 1997-12-01 | 6.2804088067574595 |
| 1998-01-01 | 6.2688248277337095 |
| 1998-02-01 | 6.2244299902895000 |
| 1998-03-01 | 6.1874026086521190 |
| 1998-04-01 | 6.2197167728895090 |
| 1998-05-01 | 6.2974521845368300 |
| 1998-06-01 | 6.2537084488466200 |
| 1998-07-01 | 6.4518602806579600 |
| 1998-08-01 | 6.2720973071859910 |
| 1998-09-01 | 6.2231568687128090 |
| 1998-10-01 | 6.2062058082990100 |
| 1998-11-01 | 6.3084136776942600 |
| 1998-12-01 | 6.2827377641033000 |
| 1999-01-01 | 6.3813736354331600 |
| 1999-02-01 | 6.3204062627946600 |
| 1999-03-01 | 6.2910345549655595 |
| 1999-04-01 | 6.3069272012702500 |
| 1999-05-01 | 6.3008580913537890 |
| 1999-06-01 | 6.4459042822418500 |
| 1999-07-01 | 6.1601113752864410 |
| 1999-08-01 | 6.2810565914378400 |
| 1999-09-01 | 6.2135245456455990 |
| 1999-10-01 | 6.1070163073232200 |
| 1999-11-01 | 6.0979767021234200 |
| 1999-12-01 | 6.0872829226947704 |
| 2000-01-01 | 6.0988154938154200 |
| 2000-02-01 | 6.1191070159286390 |
| 2000-03-01 | 6.0870430597285400 |
| 2000-04-01 | 6.2027970075592505 |
| 2000-05-01 | 6.1068479751752100 |
| 2000-06-01 | 6.1304915038754600 |
| 2000-07-01 | 6.1599512944300810 |
| 2000-08-01 | 6.1906029173717900 |
| 2000-09-01 | 6.3992368201537190 |
| 2000-10-01 | 6.4138031209433600 |
| 2000-11-01 | 6.3999851217509995 |
| 2000-12-01 | 6.3879247190499600 |
| 2001-01-01 | 6.3183622317076695 |
| 2001-02-01 | 6.4179342422879700 |
| 2001-03-01 | 6.4758609054776500 |
| 2001-04-01 | 6.4040635392516500 |
| 2001-05-01 | 6.4047321455674410 |
| 2001-06-01 | 6.4168588887521100 |
| 2001-07-01 | 6.4600952975846700 |
| 2001-08-01 | 6.4018571596652310 |
| 2001-09-01 | 6.3885648330721105 |
| 2001-10-01 | 6.4193214490562900 |
| 2001-11-01 | 6.4019418146644900 |
| 2001-12-01 | 6.3895233393660590 |
| 2002-01-01 | 6.3307642313343395 |
| 2002-02-01 | 6.2192378495394410 |
| 2002-03-01 | 6.3666426801010700 |
| 2002-04-01 | 6.4109995703770900 |
| 2002-05-01 | 6.5955139356307100 |
| 2002-06-01 | 6.5085311648225200 |
| 2002-07-01 | 6.2530888604953000 |
| 2002-08-01 | 6.3088235198662690 |
| 2002-09-01 | 6.0869322977033790 |
| 2002-10-01 | 6.3246776089003210 |
| 2002-11-01 | 6.4133616401494300 |
| 2002-12-01 | 6.3840128747150100 |
| 2003-01-01 | 6.4345365999136100 |
| 2003-02-01 | 6.2188424081540505 |
| 2003-03-01 | 6.3631101189489200 |
| 2003-04-01 | 6.0194386539758300 |
| 2003-05-01 | 5.9735664789172100 |
| 2003-06-01 | 6.1137155359773100 |
| 2003-07-01 | 6.5526923580336100 |
| 2003-08-01 | 6.7077578636102900 |
| 2003-09-01 | 6.4948392933445405 |
| 2003-10-01 | 6.3298472506348490 |
| 2003-11-01 | 6.3194678478570090 |
| 2003-12-01 | 6.3776988172394800 |
| 2004-01-01 | 6.3212080733737700 |
| 2004-02-01 | 6.3193625571096600 |
| 2004-03-01 | 6.3712625451124090 |
| 2004-04-01 | 6.2271897781225710 |
| 2004-05-01 | 6.2574131601027900 |
| 2004-06-01 | 6.2278155986270995 |
| 2004-07-01 | 6.2480334738246395 |
| 2004-08-01 | 6.1960866896088400 |
| 2004-09-01 | 6.2000223778207990 |
| 2004-10-01 | 6.1347056675657310 |
| 2004-11-01 | 6.1299380010121700 |
| 2004-12-01 | 5.9739391786534500 |
| 2005-01-01 | 6.1052702050163790 |
| 2005-02-01 | 6.1225398042104610 |
| 2005-03-01 | 6.0786783955474400 |
| 2005-04-01 | 6.3274125225598800 |
| 2005-05-01 | 6.2448502382925100 |
| 2005-06-01 | 6.1495770511624400 |
| 2005-07-01 | 6.1444503122499900 |
| 2005-08-01 | 6.0848847769509700 |
| 2005-09-01 | 6.1053388930373300 |
| 2005-10-01 | 6.1290983914300090 |
| 2005-11-01 | 6.1327871823459100 |
| 2005-12-01 | 6.1761282142290790 |
| 2006-01-01 | 6.0937790043512310 |
| 2006-02-01 | 6.1314961407438900 |
| 2006-03-01 | 6.1921382674104300 |
| 2006-04-01 | 6.0200526740549410 |
| 2006-05-01 | 6.0362630320728390 |
| 2006-06-01 | 5.9651266495637310 |
| 2006-07-01 | 5.9364623408888490 |
| 2006-08-01 | 6.0734437068412700 |
| 2006-09-01 | 6.0083359622666395 |
| 2006-10-01 | 6.1250951350267995 |
| 2006-11-01 | 6.1347052975588700 |
| 2006-12-01 | 6.1818010641977410 |
| 2007-01-01 | 6.1926213600274410 |
| 2007-02-01 | 6.1400493398102590 |
| 2007-03-01 | 6.1007784663002800 |
| 2007-04-01 | 6.1083297626991100 |
| 2007-05-01 | 6.0328320244065000 |
| 2007-06-01 | 6.0716540913339290 |
| 2007-07-01 | 6.1342128760440990 |
| 2007-08-01 | 6.1605714816729410 |
| 2007-09-01 | 6.2146531621325400 |
| 2007-10-01 | 6.1212362366258000 |
| 2007-11-01 | 6.1311251089428900 |
| 2007-12-01 | 6.0888906919201900 |
| 2008-01-01 | 6.1884514416786400 |
| 2008-02-01 | 6.1490559448152690 |
| 2008-03-01 | 6.1121272256685900 |
| 2008-04-01 | 6.3022809671175395 |
| 2008-05-01 | 6.3421478545099990 |
| 2008-06-01 | 6.3653997885874400 |
| 2008-07-01 | 6.4273138008350800 |
| 2008-08-01 | 6.3486493034551800 |
| 2008-09-01 | 6.4104495528029910 |
| 2008-10-01 | 6.5230698301467400 |
| 2008-11-01 | 6.5316073522908900 |
| 2008-12-01 | 6.5947777374419500 |
| 2009-01-01 | 6.5858491576153200 |
| 2009-02-01 | 6.6577409563028205 |
| 2009-03-01 | 6.6165310207526600 |
| 2009-04-01 | 6.8034994738015810 |
| 2009-05-01 | 6.8547460692464295 |
| 2009-06-01 | 6.8524729568303390 |
| 2009-07-01 | 6.8247149436059200 |
| 2009-08-01 | 6.8464166135265100 |
| 2009-09-01 | 6.8076382949557600 |
| 2009-10-01 | 6.7200054285379600 |
| 2009-11-01 | 6.7267284605009290 |
| 2009-12-01 | 6.6939304061524405 |
| 2010-01-01 | 6.6810824849013900 |
| 2010-02-01 | 6.7619289512308000 |
| 2010-03-01 | 6.7221881440176000 |
| 2010-04-01 | 6.7130968675178595 |
| 2010-05-01 | 6.6692524537541510 |
| 2010-06-01 | 6.6391229492098400 |
| 2010-07-01 | 6.6256351698744810 |
| 2010-08-01 | 6.6527406211932990 |
| 2010-09-01 | 6.6026788921799600 |
| 2010-10-01 | 6.6191633323537300 |
| 2010-11-01 | 6.6154491980097900 |
| 2010-12-01 | 6.5846417274210500 |
| 2011-01-01 | 6.6757026002841910 |
| 2011-02-01 | 6.5594667271164300 |
| 2011-03-01 | 6.6248859766873100 |
| 2011-04-01 | 6.4250105263314290 |
| 2011-05-01 | 6.2865628882039000 |
| 2011-06-01 | 6.4296110094331390 |
| 2011-07-01 | 6.4376755883130400 |
| 2011-08-01 | 6.3677147134484695 |
| 2011-09-01 | 6.3016974160536910 |
| 2011-10-01 | 6.2105272062743400 |
| 2011-11-01 | 6.0979521036549700 |
| 2011-12-01 | 6.0691135041494600 |
| 2012-01-01 | 5.9623094108417090 |
| 2012-02-01 | 5.8523305783717205 |
| 2012-03-01 | 5.8318034659296400 |
| 2012-04-01 | 5.8433178981983000 |
| 2012-05-01 | 5.8063140352403600 |
| 2012-06-01 | 5.8256361804134700 |
| 2012-07-01 | 5.7447274588304005 |
| 2012-08-01 | 5.7863087233569690 |
| 2012-09-01 | 5.7991424863668500 |
| 2012-10-01 | 5.7995260329822600 |
| 2012-11-01 | 5.7785156087727090 |
| 2012-12-01 | 5.8600644832271400 |
| 2013-01-01 | 5.7478516307867690 |
| 2013-02-01 | 5.7459284577401510 |
| 2013-03-01 | 5.7435971490863500 |
| 2013-04-01 | 5.6517842466474000 |
| 2013-05-01 | 5.6156285595615100 |
| 2013-06-01 | 5.6252517228874200 |
| 2013-07-01 | 5.6550990529135990 |
| 2013-08-01 | 5.6055121752714910 |
| 2013-09-01 | 5.6034471896267600 |
| 2013-10-01 | 5.5877156862452600 |
| 2013-11-01 | 5.6588961747383800 |
| 2013-12-01 | 5.6580167115553890 |
| 2014-01-01 | 5.6338728837471900 |
| 2014-02-01 | 5.6328652425366200 |
| 2014-03-01 | 5.6533334801549290 |
| 2014-04-01 | 5.6620045518735600 |
| 2014-05-01 | 5.6154477230116500 |
| 2014-06-01 | 5.6299666476465500 |
| 2014-07-01 | 5.5644149399939500 |
| 2014-08-01 | 5.5171431375631395 |
| 2014-09-01 | 5.6121271758887300 |
| 2014-10-01 | 5.5800362030588200 |
| 2014-11-01 | 5.5434790710613200 |
| 2014-12-01 | 5.5618502949477100 |
| 2015-01-01 | 5.5197563023757600 |
| 2015-02-01 | 5.5205147869500495 |
| 2015-03-01 | 5.4581463326664600 |
| 2015-04-01 | 5.4673055736777310 |
| 2015-05-01 | 5.5093340805343400 |
| 2015-06-01 | 5.5410185986293100 |
| 2015-07-01 | 5.5790753619732600 |
| 2015-08-01 | 5.5199681412961200 |
| 2015-09-01 | 5.5184428173623000 |
| 2015-10-01 | 5.5766260221957800 |
| 2015-11-01 | 5.5320872224837310 |
| 2015-12-01 | 5.4633595774588800 |
| 2016-01-01 | 5.5058880303118490 |
| 2016-02-01 | 5.5112713995145500 |
| 2016-03-01 | 5.4597336116663300 |
| 2016-04-01 | 5.5787165911292400 |
| 2016-05-01 | 5.6027955763047310 |
| 2016-06-01 | 5.4559321280185590 |
| 2016-07-01 | 5.4882289892338390 |
| 2016-08-01 | 5.5167623905391300 |
| 2016-09-01 | 5.4220230747256300 |
| 2016-10-01 | 5.3684400338153710 |
| 2016-11-01 | 5.4257894864199905 |
| 2016-12-01 | 5.3606098886514290 |
| 2017-01-01 | 5.3993725838233600 |
| 2017-02-01 | 5.4088753487259105 |
| 2017-03-01 | 5.3631377149551795 |
| 2017-04-01 | 5.2850898028136900 |
| 2017-05-01 | 5.3023738781177090 |
| 2017-06-01 | 5.2693258022852100 |
| 2017-07-01 | 5.2015561085109300 |
| 2017-08-01 | 5.1047362310485400 |
| 2017-09-01 | 5.2148689906486000 |
| 2017-10-01 | 5.2602303355409590 |
| 2017-11-01 | 5.2224192984273490 |
| 2017-12-01 | 5.2546259084523300 |
| 2018-01-01 | 5.3065661821554000 |
| 2018-02-01 | 5.2084676662019100 |
| 2018-03-01 | 5.2603825905935200 |
| 2018-04-01 | 5.1938843067758900 |
| 2018-05-01 | 5.2082610386062695 |
| 2018-06-01 | 5.1765353875037095 |
| 2018-07-01 | 5.2084363095268900 |
| 2018-08-01 | 5.1946872069332190 |
| 2018-09-01 | 5.2065370815946395 |
| 2018-10-01 | 5.1483726499713300 |
| 2018-11-01 | 5.2256717672893200 |
| 2018-12-01 | 5.2459729535885900 |
| 2019-01-01 | 5.2211867468937690 |
| 2019-02-01 | 5.2111415837371600 |
| 2019-03-01 | 5.2558815489143800 |
| 2019-04-01 | 5.2956100000761195 |
| 2019-05-01 | 5.3208930311696400 |
| 2019-06-01 | 5.2707231746650800 |
| 2019-07-01 | 5.3154048799816300 |
| 2019-08-01 | 5.2903966915537810 |
| 2019-09-01 | 5.2942503676928490 |
| 2019-10-01 | 5.3400128112910300 |
| 2019-11-01 | 5.3302740067442900 |
| 2019-12-01 | 5.3425258874483200 |
| 2020-01-01 | 5.3402410204615895 |
| 2020-02-01 | 5.4147748387152195 |
| 2020-03-01 | 5.3477305964044600 |
| 2020-04-01 | 4.2920987617540890 |
| 2020-05-01 | 4.4295171161697695 |
| 2020-06-01 | 4.6546597553641900 |
| 2020-07-01 | 4.6195118049196100 |
| 2020-08-01 | 4.7973747482715200 |
| 2020-09-01 | 4.8872722502595090 |
| 2020-10-01 | 4.9322792446758500 |
| 2020-11-01 | 4.9381138957474400 |
| 2020-12-01 | 4.8460801726312900 |
| 2021-01-01 | 4.9551939550793000 |
| 2021-02-01 | 5.0182716251125710 |
| 2021-03-01 | 5.1391577450876900 |
| 2021-04-01 | 5.0779315704678310 |
| 2021-05-01 | 5.1361226529561800 |
| 2021-06-01 | 5.1335821839148700 |
| 2021-07-01 | 5.2265372431562700 |
| 2021-08-01 | 5.2053285078490590 |
| 2021-09-01 | 5.1844548428112810 |
| 2021-10-01 | 5.2341316455827100 |
| 2021-11-01 | 5.2439236781914200 |
| 2021-12-01 | 5.3566086579490900 |
| 2022-01-01 | 5.3639484412413100 |
| 2022-02-01 | 5.4221634498820400 |
| 2022-03-01 | 5.4244234025920900 |
| 2022-04-01 | 5.5630252636030900 |
| 2022-05-01 | 5.4323526787955590 |
| 2022-06-01 | 5.5183919459167300 |
| 2022-07-01 | 5.4305718334630300 |
| 2022-08-01 | 5.4177367147611495 |
| 2022-09-01 | 5.2888163013566800 |
| 2022-10-01 | 5.4405088305283895 |
| 2022-11-01 | 5.4519482827478490 |
| 2022-12-01 | 5.3631764012859100 |
| 2023-01-01 | 5.8628572821812500 |
| 2023-02-01 | 5.8265702925455800 |
| 2023-03-01 | 5.8113184979644000 |
| 2023-04-01 | 5.7482378448093200 |
| 2023-05-01 | 5.7277268889158500 |
| 2023-06-01 | 5.7075282714182190 |
| 2023-07-01 | 5.6343930128578490 |
| 2023-08-01 | 5.6290689035508610 |
| 2023-09-01 | 5.6946234957518700 |
| 2023-10-01 | 5.6497911211286510 |
| 2023-11-01 | 5.6541884959420505 |
| 2023-12-01 | 5.6689651313389190 |
| 2024-01-01 | 5.6581201214310300 |
| 2024-02-01 | 5.6306833318138710 |
| 2024-03-01 | 5.7016449564979410 |
| 2024-04-01 | 5.7381421756836700 |
| 2024-05-01 | 5.8196739937214800 |
| 2024-06-01 | 5.6062083591800400 |
| 2024-07-01 | 5.7358948726356900 |
| 2024-08-01 | 5.7386481646176100 |
