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 2025-11-01 |
| Last Updated | 2026-01-07 9:52 PM 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 | 4.90583067805488 |
| 1990-02-01 | 4.92943029943329 |
| 1990-03-01 | 4.92513129591051 |
| 1990-04-01 | 5.05233588247539 |
| 1990-05-01 | 5.00829881037609 |
| 1990-06-01 | 5.18706599123340 |
| 1990-07-01 | 5.14818676633763 |
| 1990-08-01 | 5.11238979409096 |
| 1990-09-01 | 5.04440713012504 |
| 1990-10-01 | 5.02107964724380 |
| 1990-11-01 | 5.08374985134477 |
| 1990-12-01 | 5.08478297001674 |
| 1991-01-01 | 5.00140532418687 |
| 1991-02-01 | 5.03374781191526 |
| 1991-03-01 | 5.01579358458287 |
| 1991-04-01 | 4.95275143177639 |
| 1991-05-01 | 5.00885475658350 |
| 1991-06-01 | 4.88987514827470 |
| 1991-07-01 | 5.05870278394089 |
| 1991-08-01 | 4.91425298046686 |
| 1991-09-01 | 5.04709588356832 |
| 1991-10-01 | 5.01485726935680 |
| 1991-11-01 | 4.98045058799580 |
| 1991-12-01 | 4.98272550272834 |
| 1992-01-01 | 4.99680336533035 |
| 1992-02-01 | 5.03723479899063 |
| 1992-03-01 | 4.99246900179558 |
| 1992-04-01 | 5.06398296151813 |
| 1992-05-01 | 5.11034552911368 |
| 1992-06-01 | 5.09805240296942 |
| 1992-07-01 | 5.07573268313757 |
| 1992-08-01 | 5.12047961665836 |
| 1992-09-01 | 5.04262893561426 |
| 1992-10-01 | 5.00342609051083 |
| 1992-11-01 | 4.98067571550594 |
| 1992-12-01 | 4.97966625002124 |
| 1993-01-01 | 5.09136465200928 |
| 1993-02-01 | 5.03720898845223 |
| 1993-03-01 | 5.06585725853613 |
| 1993-04-01 | 5.08174556974587 |
| 1993-05-01 | 5.01653060034519 |
| 1993-06-01 | 5.10294371638739 |
| 1993-07-01 | 4.99143456694136 |
| 1993-08-01 | 5.12072685036211 |
| 1993-09-01 | 5.04314272628616 |
| 1993-10-01 | 5.29529668178026 |
| 1993-11-01 | 5.28361276852741 |
| 1993-12-01 | 5.27816331543738 |
| 1994-01-01 | 5.08410612872068 |
| 1994-02-01 | 5.12999179505525 |
| 1994-03-01 | 5.23152718623123 |
| 1994-04-01 | 5.30397414655591 |
| 1994-05-01 | 5.33411633275059 |
| 1994-06-01 | 5.20456639902380 |
| 1994-07-01 | 5.30376441774577 |
| 1994-08-01 | 5.32034648193142 |
| 1994-09-01 | 5.34469074525141 |
| 1994-10-01 | 5.38566732286131 |
| 1994-11-01 | 5.38925378155913 |
| 1994-12-01 | 5.37174157783739 |
| 1995-01-01 | 5.37886901618256 |
| 1995-02-01 | 5.42553796494039 |
| 1995-03-01 | 5.51198673770791 |
| 1995-04-01 | 5.41781221376794 |
| 1995-05-01 | 5.35287843089471 |
| 1995-06-01 | 5.50185563353508 |
| 1995-07-01 | 5.70243292635887 |
| 1995-08-01 | 5.51213892401163 |
| 1995-09-01 | 5.65246075794380 |
| 1995-10-01 | 5.58681246252447 |
| 1995-11-01 | 5.59526776873702 |
| 1995-12-01 | 5.67013171652812 |
| 1996-01-01 | 5.67246057719653 |
| 1996-02-01 | 5.71782544802122 |
| 1996-03-01 | 5.70329074654204 |
| 1996-04-01 | 5.62693721255163 |
| 1996-05-01 | 5.67104000505636 |
| 1996-06-01 | 5.69768116787877 |
| 1996-07-01 | 5.69293724094436 |
| 1996-08-01 | 5.70317382966503 |
| 1996-09-01 | 5.64989948774361 |
| 1996-10-01 | 5.69497144553718 |
| 1996-11-01 | 5.70611454056865 |
| 1996-12-01 | 5.67125395024584 |
| 1997-01-01 | 5.66721774842834 |
| 1997-02-01 | 5.71097234743066 |
| 1997-03-01 | 5.71551539412137 |
| 1997-04-01 | 5.61998701185650 |
| 1997-05-01 | 5.58459230869696 |
| 1997-06-01 | 5.58946883757241 |
| 1997-07-01 | 5.58326183020603 |
| 1997-08-01 | 5.59174369478671 |
| 1997-09-01 | 5.54553053487903 |
| 1997-10-01 | 5.60820635217587 |
| 1997-11-01 | 5.50840173894484 |
| 1997-12-01 | 5.58404489323513 |
| 1998-01-01 | 5.56748083605709 |
| 1998-02-01 | 5.50284567450454 |
| 1998-03-01 | 5.42742753430987 |
| 1998-04-01 | 5.60411533750572 |
| 1998-05-01 | 5.60172444744376 |
| 1998-06-01 | 5.57809939776085 |
| 1998-07-01 | 5.77756500460781 |
| 1998-08-01 | 5.58638722799390 |
| 1998-09-01 | 5.53699806184482 |
| 1998-10-01 | 5.51646811375264 |
| 1998-11-01 | 5.60708209545544 |
| 1998-12-01 | 5.59322336166824 |
| 1999-01-01 | 5.67425814649547 |
| 1999-02-01 | 5.60438477751223 |
| 1999-03-01 | 5.54330065010855 |
| 1999-04-01 | 5.58049292534300 |
| 1999-05-01 | 5.60864308786429 |
| 1999-06-01 | 5.76521674845556 |
| 1999-07-01 | 5.47558260310440 |
| 1999-08-01 | 5.59539220852299 |
| 1999-09-01 | 5.52843099168135 |
| 1999-10-01 | 5.42246628584583 |
| 1999-11-01 | 5.39450171065648 |
| 1999-12-01 | 5.40177578635951 |
| 2000-01-01 | 5.38303376834039 |
| 2000-02-01 | 5.40871826208905 |
| 2000-03-01 | 5.35229192398781 |
| 2000-04-01 | 5.47065767009269 |
| 2000-05-01 | 5.41384074221605 |
| 2000-06-01 | 5.44544698787082 |
| 2000-07-01 | 5.47209933487174 |
| 2000-08-01 | 5.51022266004134 |
| 2000-09-01 | 5.61438830124158 |
| 2000-10-01 | 5.62735588228009 |
| 2000-11-01 | 5.69451732318009 |
| 2000-12-01 | 5.60075561506311 |
| 2001-01-01 | 5.59328009633921 |
| 2001-02-01 | 5.71341056632345 |
| 2001-03-01 | 5.75383672375325 |
| 2001-04-01 | 5.67244815271551 |
| 2001-05-01 | 5.61098625362555 |
| 2001-06-01 | 5.62654802523257 |
| 2001-07-01 | 5.66867423156771 |
| 2001-08-01 | 5.62837304753074 |
| 2001-09-01 | 5.60634349564728 |
| 2001-10-01 | 5.62734753005278 |
| 2001-11-01 | 5.59170504396555 |
| 2001-12-01 | 5.60229217246736 |
| 2002-01-01 | 5.60295474513614 |
| 2002-02-01 | 5.41518420085315 |
| 2002-03-01 | 5.54996888375430 |
| 2002-04-01 | 5.58606885078647 |
| 2002-05-01 | 5.79931161819096 |
| 2002-06-01 | 5.71481042238092 |
| 2002-07-01 | 5.46173451011876 |
| 2002-08-01 | 5.43944778920183 |
| 2002-09-01 | 5.30597404741531 |
| 2002-10-01 | 5.52474717306339 |
| 2002-11-01 | 5.60310991356290 |
| 2002-12-01 | 5.59552904227180 |
| 2003-01-01 | 5.60898731390600 |
| 2003-02-01 | 5.41369392833293 |
| 2003-03-01 | 5.54842830816945 |
| 2003-04-01 | 5.09932920898595 |
| 2003-05-01 | 5.07422072400143 |
| 2003-06-01 | 5.21687619519114 |
| 2003-07-01 | 5.65962174015807 |
| 2003-08-01 | 5.84700386228646 |
| 2003-09-01 | 5.61464304634301 |
| 2003-10-01 | 5.42216491200533 |
| 2003-11-01 | 5.40953893552418 |
| 2003-12-01 | 5.48724487398421 |
| 2004-01-01 | 5.40300159388947 |
| 2004-02-01 | 5.41115061855171 |
| 2004-03-01 | 5.45663267936779 |
| 2004-04-01 | 5.30976458330655 |
| 2004-05-01 | 5.35174700634845 |
| 2004-06-01 | 5.32584594261880 |
| 2004-07-01 | 5.35893778172475 |
| 2004-08-01 | 5.34124295400224 |
| 2004-09-01 | 5.32469217065038 |
| 2004-10-01 | 5.32169282819022 |
| 2004-11-01 | 5.32201000245923 |
| 2004-12-01 | 5.17936887207258 |
| 2005-01-01 | 5.29493218765780 |
| 2005-02-01 | 5.30800250957126 |
| 2005-03-01 | 5.26307876581189 |
| 2005-04-01 | 5.50934945317490 |
| 2005-05-01 | 5.43218141192740 |
| 2005-06-01 | 5.34152146880240 |
| 2005-07-01 | 5.36223878956768 |
| 2005-08-01 | 5.33856693258939 |
| 2005-09-01 | 5.34017761106649 |
| 2005-10-01 | 5.31443527624150 |
| 2005-11-01 | 5.32225718328276 |
| 2005-12-01 | 5.37820153880353 |
| 2006-01-01 | 5.28651699238025 |
| 2006-02-01 | 5.40964557517470 |
| 2006-03-01 | 5.47077892519697 |
| 2006-04-01 | 5.30055777596689 |
| 2006-05-01 | 5.31808754666538 |
| 2006-06-01 | 5.25112038959199 |
| 2006-07-01 | 5.16762947194120 |
| 2006-08-01 | 5.33391798049080 |
| 2006-09-01 | 5.35734112703130 |
| 2006-10-01 | 5.41228731267748 |
| 2006-11-01 | 5.42489242533190 |
| 2006-12-01 | 5.47405762901907 |
| 2007-01-01 | 5.47849780811629 |
| 2007-02-01 | 5.41402450269626 |
| 2007-03-01 | 5.36972953815271 |
| 2007-04-01 | 5.38895001577465 |
| 2007-05-01 | 5.31086404720540 |
| 2007-06-01 | 5.35343487342540 |
| 2007-07-01 | 5.37872627880946 |
| 2007-08-01 | 5.43468538293368 |
| 2007-09-01 | 5.57775291070884 |
| 2007-10-01 | 5.41180774477281 |
| 2007-11-01 | 5.41734633234285 |
| 2007-12-01 | 5.36610418517028 |
| 2008-01-01 | 5.46603189856088 |
| 2008-02-01 | 5.42306760437897 |
| 2008-03-01 | 5.37101608003268 |
| 2008-04-01 | 5.58389866800996 |
| 2008-05-01 | 5.61656893983611 |
| 2008-06-01 | 5.64228903828902 |
| 2008-07-01 | 5.68856696350754 |
| 2008-08-01 | 5.63078817828019 |
| 2008-09-01 | 5.68740431643381 |
| 2008-10-01 | 5.82079583900709 |
| 2008-11-01 | 5.81202122233197 |
| 2008-12-01 | 5.85611281026183 |
| 2009-01-01 | 5.85535053080409 |
| 2009-02-01 | 5.93314409020053 |
| 2009-03-01 | 5.86857913523209 |
| 2009-04-01 | 6.18614723039555 |
| 2009-05-01 | 6.12863727558347 |
| 2009-06-01 | 6.12760480287650 |
| 2009-07-01 | 6.09247982259713 |
| 2009-08-01 | 6.13329661663497 |
| 2009-09-01 | 6.09342508570048 |
| 2009-10-01 | 6.02825665287960 |
| 2009-11-01 | 5.99796121259854 |
| 2009-12-01 | 6.04630816696530 |
| 2010-01-01 | 6.04477746915860 |
| 2010-02-01 | 6.04110455889863 |
| 2010-03-01 | 6.07705183886381 |
| 2010-04-01 | 5.99369128075745 |
| 2010-05-01 | 5.94015083129671 |
| 2010-06-01 | 5.91667118305720 |
| 2010-07-01 | 5.89040599100681 |
| 2010-08-01 | 5.93240209091841 |
| 2010-09-01 | 5.89187294726531 |
| 2010-10-01 | 5.93931591542807 |
| 2010-11-01 | 5.98930844919281 |
| 2010-12-01 | 5.83326600691585 |
| 2011-01-01 | 5.93503031882223 |
| 2011-02-01 | 5.94208100812821 |
| 2011-03-01 | 5.88611673031254 |
| 2011-04-01 | 5.80226580041476 |
| 2011-05-01 | 5.65800981587609 |
| 2011-06-01 | 5.81495397374916 |
| 2011-07-01 | 5.68342520494955 |
| 2011-08-01 | 5.63531806410408 |
| 2011-09-01 | 5.58743537478665 |
| 2011-10-01 | 5.44188076516263 |
| 2011-11-01 | 5.37969333140354 |
| 2011-12-01 | 5.32545864789312 |
| 2012-01-01 | 5.22166388360777 |
| 2012-02-01 | 5.13616631887769 |
| 2012-03-01 | 5.10306114705456 |
| 2012-04-01 | 5.10885993579506 |
| 2012-05-01 | 5.07603282242236 |
| 2012-06-01 | 5.12231640807521 |
| 2012-07-01 | 5.07425075233485 |
| 2012-08-01 | 5.03745140804983 |
| 2012-09-01 | 5.17952307023902 |
| 2012-10-01 | 5.03858256367903 |
| 2012-11-01 | 5.07288843523532 |
| 2012-12-01 | 5.02314823971066 |
| 2013-01-01 | 5.01016453890719 |
| 2013-02-01 | 4.93045305089517 |
| 2013-03-01 | 4.91787393948522 |
| 2013-04-01 | 4.90910595021741 |
| 2013-05-01 | 4.89037940304978 |
| 2013-06-01 | 4.83384859365260 |
| 2013-07-01 | 4.86581151564710 |
| 2013-08-01 | 4.84721126275962 |
| 2013-09-01 | 4.77327620979544 |
| 2013-10-01 | 4.92905677671241 |
| 2013-11-01 | 4.76205839038283 |
| 2013-12-01 | 4.83041147317918 |
| 2014-01-01 | 4.80050590579940 |
| 2014-02-01 | 4.81831011996066 |
| 2014-03-01 | 4.82912801726690 |
| 2014-04-01 | 4.81231770044724 |
| 2014-05-01 | 4.79372189020933 |
| 2014-06-01 | 4.84852416948662 |
| 2014-07-01 | 4.86755411157523 |
| 2014-08-01 | 4.95325185704775 |
| 2014-09-01 | 4.86925085608137 |
| 2014-10-01 | 4.81712488858164 |
| 2014-11-01 | 4.75640496295319 |
| 2014-12-01 | 4.73765352543619 |
| 2015-01-01 | 4.79245692738593 |
| 2015-02-01 | 4.80194783942889 |
| 2015-03-01 | 4.73076235785862 |
| 2015-04-01 | 4.82147257724892 |
| 2015-05-01 | 4.79797596212820 |
| 2015-06-01 | 4.76360536437690 |
| 2015-07-01 | 4.77611134878422 |
| 2015-08-01 | 4.75312673871593 |
| 2015-09-01 | 4.76472837497299 |
| 2015-10-01 | 4.90349303365047 |
| 2015-11-01 | 4.84969319913957 |
| 2015-12-01 | 4.85003966849877 |
| 2016-01-01 | 4.78361910643247 |
| 2016-02-01 | 4.78469714872949 |
| 2016-03-01 | 4.83093291231674 |
| 2016-04-01 | 4.83470612475978 |
| 2016-05-01 | 4.80238913627356 |
| 2016-06-01 | 4.77659148082196 |
| 2016-07-01 | 4.78962546742382 |
| 2016-08-01 | 4.74760029092767 |
| 2016-09-01 | 4.75935566486408 |
| 2016-10-01 | 4.68654062873305 |
| 2016-11-01 | 4.74311480956613 |
| 2016-12-01 | 4.65311437956133 |
| 2017-01-01 | 4.68191095116607 |
| 2017-02-01 | 4.67911922288592 |
| 2017-03-01 | 4.62968229353095 |
| 2017-04-01 | 4.54964524984635 |
| 2017-05-01 | 4.61098326705438 |
| 2017-06-01 | 4.58386760787989 |
| 2017-07-01 | 4.50169545012497 |
| 2017-08-01 | 4.43740808799904 |
| 2017-09-01 | 4.54706358351378 |
| 2017-10-01 | 4.57098672614244 |
| 2017-11-01 | 4.53722434288537 |
| 2017-12-01 | 4.55974573278348 |
| 2018-01-01 | 4.58477353160125 |
| 2018-02-01 | 4.57927213470806 |
| 2018-03-01 | 4.52849900762157 |
| 2018-04-01 | 4.46151976345235 |
| 2018-05-01 | 4.51542061888143 |
| 2018-06-01 | 4.48876596210981 |
| 2018-07-01 | 4.51390682649217 |
| 2018-08-01 | 4.52333293499926 |
| 2018-09-01 | 4.43514711311408 |
| 2018-10-01 | 4.45497730244090 |
| 2018-11-01 | 4.43967171693374 |
| 2018-12-01 | 4.46463635226556 |
| 2019-01-01 | 4.49533567099845 |
| 2019-02-01 | 4.48231642296861 |
| 2019-03-01 | 4.52452854499526 |
| 2019-04-01 | 4.56474032531241 |
| 2019-05-01 | 4.51720723449672 |
| 2019-06-01 | 4.48993778876038 |
| 2019-07-01 | 4.62226927408087 |
| 2019-08-01 | 4.60945331254368 |
| 2019-09-01 | 4.62424022013085 |
| 2019-10-01 | 4.64656404633673 |
| 2019-11-01 | 4.64931002419025 |
| 2019-12-01 | 4.67584065176440 |
| 2020-01-01 | 4.60940908698626 |
| 2020-02-01 | 4.58144361421023 |
| 2020-03-01 | 4.61817990483459 |
| 2020-04-01 | 3.85615862326146 |
| 2020-05-01 | 3.91213441535938 |
| 2020-06-01 | 4.08715519347603 |
| 2020-07-01 | 4.02860442110488 |
| 2020-08-01 | 4.10205369022406 |
| 2020-09-01 | 4.21634743615112 |
| 2020-10-01 | 4.24886124023017 |
| 2020-11-01 | 4.36336141199183 |
| 2020-12-01 | 4.28818512039749 |
| 2021-01-01 | 4.32474216963493 |
| 2021-02-01 | 4.37895848757220 |
| 2021-03-01 | 4.40917142014112 |
| 2021-04-01 | 4.43730320530132 |
| 2021-05-01 | 4.50273697958823 |
| 2021-06-01 | 4.48373785807051 |
| 2021-07-01 | 4.52883492809627 |
| 2021-08-01 | 4.59818680504167 |
| 2021-09-01 | 4.61545292100429 |
| 2021-10-01 | 4.66260478795153 |
| 2021-11-01 | 4.67730731438622 |
| 2021-12-01 | 4.70337876486179 |
| 2022-01-01 | 4.73392356072961 |
| 2022-02-01 | 4.77381329437993 |
| 2022-03-01 | 4.80092361081682 |
| 2022-04-01 | 4.81418887922054 |
| 2022-05-01 | 4.79248798590902 |
| 2022-06-01 | 4.87624590508885 |
| 2022-07-01 | 4.72792438648354 |
| 2022-08-01 | 4.59915072306144 |
| 2022-09-01 | 4.62042166117732 |
| 2022-10-01 | 4.77837083357197 |
| 2022-11-01 | 4.79200054927390 |
| 2022-12-01 | 4.81472957847690 |
| 2023-01-01 | 5.13566879047305 |
| 2023-02-01 | 5.17075937961575 |
| 2023-03-01 | 5.19569392810650 |
| 2023-04-01 | 4.99208796179236 |
| 2023-05-01 | 5.08544010978810 |
| 2023-06-01 | 5.06832653831486 |
| 2023-07-01 | 5.02156404534563 |
| 2023-08-01 | 5.00197306034805 |
| 2023-09-01 | 5.03359662573473 |
| 2023-10-01 | 4.89210559944632 |
| 2023-11-01 | 4.90070134735216 |
| 2023-12-01 | 4.91920919859743 |
| 2024-01-01 | 5.13315966953243 |
| 2024-02-01 | 5.07161152842987 |
| 2024-03-01 | 5.09339738360006 |
| 2024-04-01 | 5.17663732414394 |
| 2024-05-01 | 5.18480134460782 |
| 2024-06-01 | 5.15896682047547 |
| 2024-07-01 | 5.31366053311675 |
| 2024-08-01 | 5.30686545511026 |
| 2024-09-01 | 5.24178936993161 |
| 2024-10-01 | 5.20177903530631 |
| 2024-11-01 | 5.30538072859510 |
| 2024-12-01 | 5.32005138332150 |
| 2025-01-01 | 5.32980025377298 |
| 2025-02-01 | 5.27543495504051 |
| 2025-03-01 | 5.29374275696692 |
| 2025-04-01 | 5.36841452815157 |
| 2025-05-01 | 5.28617581941977 |
| 2025-06-01 | 5.35374962642983 |
| 2025-07-01 | 5.30513226302710 |
| 2025-08-01 | 5.30987155072545 |
| 2025-09-01 | 5.34829536872785 |
| 2025-10-01 | 5.40586063495955 |
| 2025-11-01 | 5.40442079362113 |