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 2026-04-01 |
| Last Updated | 2026-05-26 3:01 PM 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 | 4.90583057258783 |
| 1990-02-01 | 4.92943021853399 |
| 1990-03-01 | 4.92513125183697 |
| 1990-04-01 | 5.05233588321731 |
| 1990-05-01 | 5.00829885574769 |
| 1990-06-01 | 5.18706628562968 |
| 1990-07-01 | 5.14818715099277 |
| 1990-08-01 | 5.11238986730155 |
| 1990-09-01 | 5.04440658844900 |
| 1990-10-01 | 5.02107974194542 |
| 1990-11-01 | 5.08374984100470 |
| 1990-12-01 | 5.08478296849657 |
| 1991-01-01 | 5.00140506123029 |
| 1991-02-01 | 5.03374755114825 |
| 1991-03-01 | 5.01579363741818 |
| 1991-04-01 | 4.95275153128743 |
| 1991-05-01 | 5.00885488500865 |
| 1991-06-01 | 4.88987544971774 |
| 1991-07-01 | 5.05870323280393 |
| 1991-08-01 | 4.91425310255563 |
| 1991-09-01 | 5.04709523720665 |
| 1991-10-01 | 5.01485738866153 |
| 1991-11-01 | 4.98045056946573 |
| 1991-12-01 | 4.98272546641822 |
| 1992-01-01 | 4.99680282554123 |
| 1992-02-01 | 5.03723418233492 |
| 1992-03-01 | 4.99246960250188 |
| 1992-04-01 | 5.06398291377723 |
| 1992-05-01 | 5.11034608823696 |
| 1992-06-01 | 5.09805246859158 |
| 1992-07-01 | 5.07573352973516 |
| 1992-08-01 | 5.12047964964553 |
| 1992-09-01 | 5.04262809148015 |
| 1992-10-01 | 5.00342616665456 |
| 1992-11-01 | 4.98067563157585 |
| 1992-12-01 | 4.97966612612208 |
| 1993-01-01 | 5.09136380700348 |
| 1993-02-01 | 5.03720801402747 |
| 1993-03-01 | 5.06585842872266 |
| 1993-04-01 | 5.08174544867263 |
| 1993-05-01 | 5.01653171411573 |
| 1993-06-01 | 5.10294367368653 |
| 1993-07-01 | 4.99143583602338 |
| 1993-08-01 | 5.12072681275271 |
| 1993-09-01 | 5.04314179627311 |
| 1993-10-01 | 5.29529650827386 |
| 1993-11-01 | 5.28361236864918 |
| 1993-12-01 | 5.27816279762034 |
| 1994-01-01 | 5.08410490534076 |
| 1994-02-01 | 5.12999054482647 |
| 1994-03-01 | 5.23152892251709 |
| 1994-04-01 | 5.30397415254191 |
| 1994-05-01 | 5.33411833273744 |
| 1994-06-01 | 5.20456663391949 |
| 1994-07-01 | 5.30376635528527 |
| 1994-08-01 | 5.32034639697830 |
| 1994-09-01 | 5.34468946710612 |
| 1994-10-01 | 5.38566655183279 |
| 1994-11-01 | 5.38925269083399 |
| 1994-12-01 | 5.37174029437540 |
| 1995-01-01 | 5.37886710073823 |
| 1995-02-01 | 5.42553625936979 |
| 1995-03-01 | 5.51198953665568 |
| 1995-04-01 | 5.41781263973197 |
| 1995-05-01 | 5.35288125289086 |
| 1995-06-01 | 5.50185668721328 |
| 1995-07-01 | 5.70243669696915 |
| 1995-08-01 | 5.51213960309911 |
| 1995-09-01 | 5.65246044448011 |
| 1995-10-01 | 5.58680526351598 |
| 1995-11-01 | 5.59526746613790 |
| 1995-12-01 | 5.67013066367921 |
| 1996-01-01 | 5.67245657628516 |
| 1996-02-01 | 5.71782372298687 |
| 1996-03-01 | 5.70329401218835 |
| 1996-04-01 | 5.62693660909877 |
| 1996-05-01 | 5.67104174472488 |
| 1996-06-01 | 5.69769784464050 |
| 1996-07-01 | 5.69293317153944 |
| 1996-08-01 | 5.70317526143185 |
| 1996-09-01 | 5.64990074101531 |
| 1996-10-01 | 5.69495831790169 |
| 1996-11-01 | 5.70611458419179 |
| 1996-12-01 | 5.67125183671406 |
| 1997-01-01 | 5.66720967422535 |
| 1997-02-01 | 5.71096863000137 |
| 1997-03-01 | 5.71551797660114 |
| 1997-04-01 | 5.61998718466126 |
| 1997-05-01 | 5.58459652817933 |
| 1997-06-01 | 5.58950687575106 |
| 1997-07-01 | 5.58325509268632 |
| 1997-08-01 | 5.59174881325056 |
| 1997-09-01 | 5.54553172146419 |
| 1997-10-01 | 5.60818027973034 |
| 1997-11-01 | 5.50839040632132 |
| 1997-12-01 | 5.58402784063759 |
| 1998-01-01 | 5.56745852310682 |
| 1998-02-01 | 5.50283907422527 |
| 1998-03-01 | 5.42743934428250 |
| 1998-04-01 | 5.60413695550621 |
| 1998-05-01 | 5.60175500715235 |
| 1998-06-01 | 5.57817798745931 |
| 1998-07-01 | 5.77756226138929 |
| 1998-08-01 | 5.58638885767548 |
| 1998-09-01 | 5.53697897887843 |
| 1998-10-01 | 5.51640875217776 |
| 1998-11-01 | 5.60703202256412 |
| 1998-12-01 | 5.59316935956659 |
| 1999-01-01 | 5.67421466801251 |
| 1999-02-01 | 5.60435860074760 |
| 1999-03-01 | 5.54334226686474 |
| 1999-04-01 | 5.58055965800863 |
| 1999-05-01 | 5.60875937866049 |
| 1999-06-01 | 5.76541834685371 |
| 1999-07-01 | 5.47558040368773 |
| 1999-08-01 | 5.59536153416356 |
| 1999-09-01 | 5.52836373733443 |
| 1999-10-01 | 5.42233328616560 |
| 1999-11-01 | 5.39436029969468 |
| 1999-12-01 | 5.40161268871983 |
| 2000-01-01 | 5.38287815579154 |
| 2000-02-01 | 5.40882497807125 |
| 2000-03-01 | 5.35223655391201 |
| 2000-04-01 | 5.47090100667903 |
| 2000-05-01 | 5.41421641335704 |
| 2000-06-01 | 5.44601791066852 |
| 2000-07-01 | 5.47182167203950 |
| 2000-08-01 | 5.51012260850766 |
| 2000-09-01 | 5.61416993313973 |
| 2000-10-01 | 5.62711896674196 |
| 2000-11-01 | 5.69426000916211 |
| 2000-12-01 | 5.60049829030991 |
| 2001-01-01 | 5.59304062038237 |
| 2001-02-01 | 5.71367677516092 |
| 2001-03-01 | 5.75371203938222 |
| 2001-04-01 | 5.67289152887859 |
| 2001-05-01 | 5.61163637418734 |
| 2001-06-01 | 5.62747422468061 |
| 2001-07-01 | 5.66812006444964 |
| 2001-08-01 | 5.62818651986585 |
| 2001-09-01 | 5.60595601508052 |
| 2001-10-01 | 5.62699394458386 |
| 2001-11-01 | 5.59132846906094 |
| 2001-12-01 | 5.60197160248388 |
| 2002-01-01 | 5.60264058485709 |
| 2002-02-01 | 5.41563881390725 |
| 2002-03-01 | 5.54977441482341 |
| 2002-04-01 | 5.58671950703288 |
| 2002-05-01 | 5.80018947452073 |
| 2002-06-01 | 5.71599406801654 |
| 2002-07-01 | 5.46090603389830 |
| 2002-08-01 | 5.43918724094442 |
| 2002-09-01 | 5.30543066091258 |
| 2002-10-01 | 5.52431260791219 |
| 2002-11-01 | 5.60267645390193 |
| 2002-12-01 | 5.59523918636660 |
| 2003-01-01 | 5.60869418199870 |
| 2003-02-01 | 5.41420266274606 |
| 2003-03-01 | 5.54827259110816 |
| 2003-04-01 | 5.10004380116874 |
| 2003-05-01 | 5.07513327006046 |
| 2003-06-01 | 5.21805283341561 |
| 2003-07-01 | 5.65875185607370 |
| 2003-08-01 | 5.84671523449529 |
| 2003-09-01 | 5.61407148265176 |
| 2003-10-01 | 5.42171565842979 |
| 2003-11-01 | 5.40911271612847 |
| 2003-12-01 | 5.48700738088076 |
| 2004-01-01 | 5.40272026385265 |
| 2004-02-01 | 5.41170359613536 |
| 2004-03-01 | 5.45645653455065 |
| 2004-04-01 | 5.31047607235545 |
| 2004-05-01 | 5.35259680193046 |
| 2004-06-01 | 5.32691232749390 |
| 2004-07-01 | 5.35803245039328 |
| 2004-08-01 | 5.34097924384874 |
| 2004-09-01 | 5.32415263777364 |
| 2004-10-01 | 5.32130959887810 |
| 2004-11-01 | 5.32167529004810 |
| 2004-12-01 | 5.17924888034049 |
| 2005-01-01 | 5.29475594739177 |
| 2005-02-01 | 5.30843732396915 |
| 2005-03-01 | 5.26298910457658 |
| 2005-04-01 | 5.50989473822977 |
| 2005-05-01 | 5.43277966381944 |
| 2005-06-01 | 5.34222513848563 |
| 2005-07-01 | 5.36157752939364 |
| 2005-08-01 | 5.33837745006557 |
| 2005-09-01 | 5.33978766957500 |
| 2005-10-01 | 5.31416564565581 |
| 2005-11-01 | 5.32204010920588 |
| 2005-12-01 | 5.37817735348332 |
| 2006-01-01 | 5.28642719348851 |
| 2006-02-01 | 5.40992022883711 |
| 2006-03-01 | 5.47075910520587 |
| 2006-04-01 | 5.30090408801783 |
| 2006-05-01 | 5.31841167677276 |
| 2006-06-01 | 5.25145255179476 |
| 2006-07-01 | 5.16725210735821 |
| 2006-08-01 | 5.33381422983712 |
| 2006-09-01 | 5.35711405976354 |
| 2006-10-01 | 5.41214110708372 |
| 2006-11-01 | 5.42479535475706 |
| 2006-12-01 | 5.47409841715011 |
| 2007-01-01 | 5.47848691979043 |
| 2007-02-01 | 5.41411228334612 |
| 2007-03-01 | 5.36978634542989 |
| 2007-04-01 | 5.38908787568427 |
| 2007-05-01 | 5.31095626323249 |
| 2007-06-01 | 5.35348729688533 |
| 2007-07-01 | 5.37862444961308 |
| 2007-08-01 | 5.43465114986838 |
| 2007-09-01 | 5.57768141561959 |
| 2007-10-01 | 5.41175498714121 |
| 2007-11-01 | 5.41731734938089 |
| 2007-12-01 | 5.36612905663015 |
| 2008-01-01 | 5.46601416837328 |
| 2008-02-01 | 5.42310380105450 |
| 2008-03-01 | 5.37103200967550 |
| 2008-04-01 | 5.58395111589602 |
| 2008-05-01 | 5.61659783114255 |
| 2008-06-01 | 5.64230567338543 |
| 2008-07-01 | 5.68850157068080 |
| 2008-08-01 | 5.63078517605740 |
| 2008-09-01 | 5.68738112546944 |
| 2008-10-01 | 5.82079112202580 |
| 2008-11-01 | 5.81202391391747 |
| 2008-12-01 | 5.85612243925619 |
| 2009-01-01 | 5.85534232428165 |
| 2009-02-01 | 5.93315563622136 |
| 2009-03-01 | 5.86859087450042 |
| 2009-04-01 | 6.18615713047439 |
| 2009-05-01 | 6.12864086950850 |
| 2009-06-01 | 6.12760609697931 |
| 2009-07-01 | 6.09244801993459 |
| 2009-08-01 | 6.13330057233499 |
| 2009-09-01 | 6.09341824007598 |
| 2009-10-01 | 6.02826048477266 |
| 2009-11-01 | 5.99796494311364 |
| 2009-12-01 | 6.04631074740459 |
| 2010-01-01 | 6.04477771353262 |
| 2010-02-01 | 6.04110265701018 |
| 2010-03-01 | 6.07707387112482 |
| 2010-04-01 | 5.99369073352331 |
| 2010-05-01 | 5.94014451528735 |
| 2010-06-01 | 5.91666246458679 |
| 2010-07-01 | 5.89040229041144 |
| 2010-08-01 | 5.93239899639696 |
| 2010-09-01 | 5.89186577261884 |
| 2010-10-01 | 5.93932320654982 |
| 2010-11-01 | 5.98930964733395 |
| 2010-12-01 | 5.83326689021368 |
| 2011-01-01 | 5.93503011947788 |
| 2011-02-01 | 5.94207977315977 |
| 2011-03-01 | 5.88613736581083 |
| 2011-04-01 | 5.80226444376448 |
| 2011-05-01 | 5.65800390883604 |
| 2011-06-01 | 5.81494674429172 |
| 2011-07-01 | 5.68342411555717 |
| 2011-08-01 | 5.63530392246741 |
| 2011-09-01 | 5.58743579041763 |
| 2011-10-01 | 5.44189483233864 |
| 2011-11-01 | 5.37969099675005 |
| 2011-12-01 | 5.32545540462165 |
| 2012-01-01 | 5.22166188120739 |
| 2012-02-01 | 5.13616749874562 |
| 2012-03-01 | 5.10307133913360 |
| 2012-04-01 | 5.10886665651434 |
| 2012-05-01 | 5.07603634981274 |
| 2012-06-01 | 5.12231806061541 |
| 2012-07-01 | 5.07425573217642 |
| 2012-08-01 | 5.03742421188092 |
| 2012-09-01 | 5.17951734973349 |
| 2012-10-01 | 5.03861229850597 |
| 2012-11-01 | 5.07285849031000 |
| 2012-12-01 | 5.02311836125364 |
| 2013-01-01 | 5.01014969640904 |
| 2013-02-01 | 4.93046368640055 |
| 2013-03-01 | 4.91789663033568 |
| 2013-04-01 | 4.90915217295106 |
| 2013-05-01 | 4.89042055716286 |
| 2013-06-01 | 4.83387405034893 |
| 2013-07-01 | 4.86581750242848 |
| 2013-08-01 | 4.84715099616419 |
| 2013-09-01 | 4.77323879524829 |
| 2013-10-01 | 4.92909924941872 |
| 2013-11-01 | 4.76195907495111 |
| 2013-12-01 | 4.83032261390186 |
| 2014-01-01 | 4.80045194016369 |
| 2014-02-01 | 4.81830491854676 |
| 2014-03-01 | 4.82913489198673 |
| 2014-04-01 | 4.81277849477806 |
| 2014-05-01 | 4.79375129779165 |
| 2014-06-01 | 4.84851334190977 |
| 2014-07-01 | 4.86749598488507 |
| 2014-08-01 | 4.95308182404258 |
| 2014-09-01 | 4.86914305389783 |
| 2014-10-01 | 4.81715984288353 |
| 2014-11-01 | 4.75623006156318 |
| 2014-12-01 | 4.73752592242095 |
| 2015-01-01 | 4.79237861530171 |
| 2015-02-01 | 4.80190124297841 |
| 2015-03-01 | 4.73067482398095 |
| 2015-04-01 | 4.82302065005032 |
| 2015-05-01 | 4.79778892452866 |
| 2015-06-01 | 4.76335649147532 |
| 2015-07-01 | 4.77583919711965 |
| 2015-08-01 | 4.75255099605769 |
| 2015-09-01 | 4.76456537556150 |
| 2015-10-01 | 4.90358539726074 |
| 2015-11-01 | 4.84957711861255 |
| 2015-12-01 | 4.85002449836276 |
| 2016-01-01 | 4.78366958085402 |
| 2016-02-01 | 4.78472134347179 |
| 2016-03-01 | 4.83081753690385 |
| 2016-04-01 | 4.83737684362990 |
| 2016-05-01 | 4.80208161313808 |
| 2016-06-01 | 4.77519659505664 |
| 2016-07-01 | 4.78910160866897 |
| 2016-08-01 | 4.74664051403819 |
| 2016-09-01 | 4.75917923473778 |
| 2016-10-01 | 4.68668028638372 |
| 2016-11-01 | 4.74300881409798 |
| 2016-12-01 | 4.65452997160501 |
| 2017-01-01 | 4.68198203888348 |
| 2017-02-01 | 4.67894572251322 |
| 2017-03-01 | 4.62918457103540 |
| 2017-04-01 | 4.55399741555384 |
| 2017-05-01 | 4.61142560175220 |
| 2017-06-01 | 4.57715149991402 |
| 2017-07-01 | 4.50167877983557 |
| 2017-08-01 | 4.43675943788500 |
| 2017-09-01 | 4.54738474616885 |
| 2017-10-01 | 4.57150957417826 |
| 2017-11-01 | 4.53950818283065 |
| 2017-12-01 | 4.56254879512700 |
| 2018-01-01 | 4.58452604312690 |
| 2018-02-01 | 4.57838154164039 |
| 2018-03-01 | 4.52694473169004 |
| 2018-04-01 | 4.46595715145552 |
| 2018-05-01 | 4.51596240512938 |
| 2018-06-01 | 4.47633414702726 |
| 2018-07-01 | 4.51444941344355 |
| 2018-08-01 | 4.52383934670470 |
| 2018-09-01 | 4.43706720326395 |
| 2018-10-01 | 4.45709841891577 |
| 2018-11-01 | 4.44536134888600 |
| 2018-12-01 | 4.46933173610439 |
| 2019-01-01 | 4.49466395498358 |
| 2019-02-01 | 4.48001791721680 |
| 2019-03-01 | 4.52091799406556 |
| 2019-04-01 | 4.56778432081069 |
| 2019-05-01 | 4.51660348866046 |
| 2019-06-01 | 4.46950046574082 |
| 2019-07-01 | 4.62245337440129 |
| 2019-08-01 | 4.61379387628855 |
| 2019-09-01 | 4.62717990891068 |
| 2019-10-01 | 4.65319069826231 |
| 2019-11-01 | 4.66414151536302 |
| 2019-12-01 | 4.68926961062845 |
| 2020-01-01 | 4.59770096180736 |
| 2020-02-01 | 4.57576866477949 |
| 2020-03-01 | 4.61152942059585 |
| 2020-04-01 | 3.85740479494718 |
| 2020-05-01 | 3.90766792971901 |
| 2020-06-01 | 4.06191088152641 |
| 2020-07-01 | 4.02735794955781 |
| 2020-08-01 | 4.11008538828744 |
| 2020-09-01 | 4.22083965245224 |
| 2020-10-01 | 4.26265998756338 |
| 2020-11-01 | 4.38788526736629 |
| 2020-12-01 | 4.31266906383176 |
| 2021-01-01 | 4.29583160735274 |
| 2021-02-01 | 4.37205573453525 |
| 2021-03-01 | 4.40192742982736 |
| 2021-04-01 | 4.43972612483323 |
| 2021-05-01 | 4.49074616678786 |
| 2021-06-01 | 4.45181017191430 |
| 2021-07-01 | 4.52462030233414 |
| 2021-08-01 | 4.61048319558346 |
| 2021-09-01 | 4.61431929991203 |
| 2021-10-01 | 4.68760156758615 |
| 2021-11-01 | 4.71710312551939 |
| 2021-12-01 | 4.74418260368941 |
| 2022-01-01 | 4.68260471645260 |
| 2022-02-01 | 4.76209187337841 |
| 2022-03-01 | 4.79039835875192 |
| 2022-04-01 | 4.82746079376501 |
| 2022-05-01 | 4.77221547215285 |
| 2022-06-01 | 4.84223539014290 |
| 2022-07-01 | 4.71849320084381 |
| 2022-08-01 | 4.60957504457323 |
| 2022-09-01 | 4.60982495651880 |
| 2022-10-01 | 4.81250606633274 |
| 2022-11-01 | 4.84491094399137 |
| 2022-12-01 | 4.86767972204209 |
| 2023-01-01 | 5.07297811858439 |
| 2023-02-01 | 5.15771889664485 |
| 2023-03-01 | 5.18424975816766 |
| 2023-04-01 | 5.01631369475176 |
| 2023-05-01 | 5.05840406702732 |
| 2023-06-01 | 5.03148166001739 |
| 2023-07-01 | 5.00520549453683 |
| 2023-08-01 | 5.00806156369267 |
| 2023-09-01 | 5.00991488190903 |
| 2023-10-01 | 4.93190436501752 |
| 2023-11-01 | 4.96599956055470 |
| 2023-12-01 | 4.98370069411726 |
| 2024-01-01 | 5.06489972709395 |
| 2024-02-01 | 5.05767737330250 |
| 2024-03-01 | 5.08052430291765 |
| 2024-04-01 | 5.21383800560383 |
| 2024-05-01 | 5.25410441272605 |
| 2024-06-01 | 5.22193155833948 |
| 2024-07-01 | 5.39075679025712 |
| 2024-08-01 | 5.30389319430800 |
| 2024-09-01 | 5.30893335120703 |
| 2024-10-01 | 5.24157671524566 |
| 2024-11-01 | 5.27540343228336 |
| 2024-12-01 | 5.28627296392635 |
| 2025-01-01 | 5.36840774374776 |
| 2025-02-01 | 5.36747821913618 |
| 2025-03-01 | 5.38433422849202 |
| 2025-04-01 | 5.31160672503223 |
| 2025-05-01 | 5.25337639511667 |
| 2025-06-01 | 5.41371666827540 |
| 2025-07-01 | 5.37768184556162 |
| 2025-08-01 | 5.40040383209094 |
| 2025-09-01 | 5.40703178553958 |
| 2025-10-01 | 5.44429315894274 |
| 2025-11-01 | 5.37732386612648 |
| 2025-12-01 | 5.38442351782869 |
| 2026-01-01 | 5.27582881852975 |
| 2026-02-01 | 5.27555654872811 |
| 2026-03-01 | 5.28700981361354 |
| 2026-04-01 | 5.31490737079835 |