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 2026-05-01 |
| Last Updated | 2026-06-24 10:00 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 | 4.90583057079300 |
| 1990-02-01 | 4.92943021627586 |
| 1990-03-01 | 4.92513124951458 |
| 1990-04-01 | 5.05233588129236 |
| 1990-05-01 | 5.00829885455556 |
| 1990-06-01 | 5.18706628679986 |
| 1990-07-01 | 5.14818715506747 |
| 1990-08-01 | 5.11238986818851 |
| 1990-09-01 | 5.04440658487796 |
| 1990-10-01 | 5.02107974889129 |
| 1990-11-01 | 5.08374984249194 |
| 1990-12-01 | 5.08478296924799 |
| 1991-01-01 | 5.00140505821208 |
| 1991-02-01 | 5.03374754465461 |
| 1991-03-01 | 5.01579363589582 |
| 1991-04-01 | 4.95275153020011 |
| 1991-05-01 | 5.00885488470052 |
| 1991-06-01 | 4.88987545023326 |
| 1991-07-01 | 5.05870323822935 |
| 1991-08-01 | 4.91425310428673 |
| 1991-09-01 | 5.04709523322780 |
| 1991-10-01 | 5.01485739744905 |
| 1991-11-01 | 4.98045057163434 |
| 1991-12-01 | 4.98272546823328 |
| 1992-01-01 | 4.99680282185917 |
| 1992-02-01 | 5.03723417222809 |
| 1992-03-01 | 4.99246959396580 |
| 1992-04-01 | 5.06398291342174 |
| 1992-05-01 | 5.11034609152818 |
| 1992-06-01 | 5.09805246654735 |
| 1992-07-01 | 5.07573354453939 |
| 1992-08-01 | 5.12047965079584 |
| 1992-09-01 | 5.04262808636474 |
| 1992-10-01 | 5.00342617715555 |
| 1992-11-01 | 4.98067563463701 |
| 1992-12-01 | 4.97966612878940 |
| 1993-01-01 | 5.09136380181142 |
| 1993-02-01 | 5.03720799874239 |
| 1993-03-01 | 5.06585841112155 |
| 1993-04-01 | 5.08174544741745 |
| 1993-05-01 | 5.01653172059723 |
| 1993-06-01 | 5.10294367021661 |
| 1993-07-01 | 4.99143586212337 |
| 1993-08-01 | 5.12072681757781 |
| 1993-09-01 | 5.04314179633597 |
| 1993-10-01 | 5.29529652227050 |
| 1993-11-01 | 5.28361237330885 |
| 1993-12-01 | 5.27816279754608 |
| 1994-01-01 | 5.08410489149697 |
| 1994-02-01 | 5.12999051684900 |
| 1994-03-01 | 5.23152888465157 |
| 1994-04-01 | 5.30397414518045 |
| 1994-05-01 | 5.33411834542773 |
| 1994-06-01 | 5.20456664074783 |
| 1994-07-01 | 5.30376640692879 |
| 1994-08-01 | 5.32034641842052 |
| 1994-09-01 | 5.34468948006609 |
| 1994-10-01 | 5.38566657133252 |
| 1994-11-01 | 5.38925269204201 |
| 1994-12-01 | 5.37174028240122 |
| 1995-01-01 | 5.37886706458623 |
| 1995-02-01 | 5.42553620393713 |
| 1995-03-01 | 5.51198945060062 |
| 1995-04-01 | 5.41781262277928 |
| 1995-05-01 | 5.35288127155133 |
| 1995-06-01 | 5.50185671176822 |
| 1995-07-01 | 5.70243684890194 |
| 1995-08-01 | 5.51213964666525 |
| 1995-09-01 | 5.65246047225349 |
| 1995-10-01 | 5.58680528842964 |
| 1995-11-01 | 5.59526746618896 |
| 1995-12-01 | 5.67013064680406 |
| 1996-01-01 | 5.67245644242059 |
| 1996-02-01 | 5.71782363868854 |
| 1996-03-01 | 5.70329385923260 |
| 1996-04-01 | 5.62693653641126 |
| 1996-05-01 | 5.67104169180035 |
| 1996-06-01 | 5.69769794190800 |
| 1996-07-01 | 5.69293375285484 |
| 1996-08-01 | 5.70317523584408 |
| 1996-09-01 | 5.64990071872431 |
| 1996-10-01 | 5.69495830755958 |
| 1996-11-01 | 5.70611455350880 |
| 1996-12-01 | 5.67125178539143 |
| 1997-01-01 | 5.66720942128905 |
| 1997-02-01 | 5.71096850489597 |
| 1997-03-01 | 5.71551776286054 |
| 1997-04-01 | 5.61998707504183 |
| 1997-05-01 | 5.58459644537705 |
| 1997-06-01 | 5.58950711411584 |
| 1997-07-01 | 5.58325616987439 |
| 1997-08-01 | 5.59174876796386 |
| 1997-09-01 | 5.54553165063345 |
| 1997-10-01 | 5.60818017146475 |
| 1997-11-01 | 5.50839021914325 |
| 1997-12-01 | 5.58402759408917 |
| 1998-01-01 | 5.56745801206431 |
| 1998-02-01 | 5.50283884598572 |
| 1998-03-01 | 5.42743914195169 |
| 1998-04-01 | 5.60413696197807 |
| 1998-05-01 | 5.60175511571836 |
| 1998-06-01 | 5.57817859742993 |
| 1998-07-01 | 5.77756393643620 |
| 1998-08-01 | 5.58638885612808 |
| 1998-09-01 | 5.53697879515614 |
| 1998-10-01 | 5.51640835393097 |
| 1998-11-01 | 5.60703140426532 |
| 1998-12-01 | 5.59316862159270 |
| 1999-01-01 | 5.67421376272015 |
| 1999-02-01 | 5.60435796867768 |
| 1999-03-01 | 5.54334219282946 |
| 1999-04-01 | 5.58056005704524 |
| 1999-05-01 | 5.60876027047682 |
| 1999-06-01 | 5.76541977276671 |
| 1999-07-01 | 5.47558265095909 |
| 1999-08-01 | 5.59536183355710 |
| 1999-09-01 | 5.52836343050298 |
| 1999-10-01 | 5.42233256895606 |
| 1999-11-01 | 5.39435880305616 |
| 1999-12-01 | 5.40161046393973 |
| 2000-01-01 | 5.38287513278603 |
| 2000-02-01 | 5.40882686834426 |
| 2000-03-01 | 5.35223301090651 |
| 2000-04-01 | 5.47090402983772 |
| 2000-05-01 | 5.41421963486562 |
| 2000-06-01 | 5.44602129838723 |
| 2000-07-01 | 5.47182350267761 |
| 2000-08-01 | 5.51012308951341 |
| 2000-09-01 | 5.61416884162557 |
| 2000-10-01 | 5.62711777281468 |
| 2000-11-01 | 5.69425750442646 |
| 2000-12-01 | 5.60049435660064 |
| 2001-01-01 | 5.59303546414523 |
| 2001-02-01 | 5.71368120322400 |
| 2001-03-01 | 5.75370514351003 |
| 2001-04-01 | 5.67289736317878 |
| 2001-05-01 | 5.61164214068704 |
| 2001-06-01 | 5.62747960457959 |
| 2001-07-01 | 5.66812116280552 |
| 2001-08-01 | 5.62818724214630 |
| 2001-09-01 | 5.60595417956688 |
| 2001-10-01 | 5.62699233620705 |
| 2001-11-01 | 5.59132507723000 |
| 2001-12-01 | 5.60196583098646 |
| 2002-01-01 | 5.60263341682283 |
| 2002-02-01 | 5.41564603898148 |
| 2002-03-01 | 5.54976408221774 |
| 2002-04-01 | 5.58672833497844 |
| 2002-05-01 | 5.80019732332472 |
| 2002-06-01 | 5.71600094648674 |
| 2002-07-01 | 5.46090605000142 |
| 2002-08-01 | 5.43918796740930 |
| 2002-09-01 | 5.30542810530039 |
| 2002-10-01 | 5.52431069980380 |
| 2002-11-01 | 5.60267283146997 |
| 2002-12-01 | 5.59523291546831 |
| 2003-01-01 | 5.60868648821521 |
| 2003-02-01 | 5.41421014148717 |
| 2003-03-01 | 5.54826171247290 |
| 2003-04-01 | 5.10005346436602 |
| 2003-05-01 | 5.07514154906607 |
| 2003-06-01 | 5.21805984745608 |
| 2003-07-01 | 5.65875158614101 |
| 2003-08-01 | 5.84671597348260 |
| 2003-09-01 | 5.61406892819458 |
| 2003-10-01 | 5.42171385563986 |
| 2003-11-01 | 5.40910938986412 |
| 2003-12-01 | 5.48700127147273 |
| 2004-01-01 | 5.40271238932627 |
| 2004-02-01 | 5.41171165145371 |
| 2004-03-01 | 5.45644482577699 |
| 2004-04-01 | 5.31048598822675 |
| 2004-05-01 | 5.35260456175462 |
| 2004-06-01 | 5.32691872987860 |
| 2004-07-01 | 5.35803174531034 |
| 2004-08-01 | 5.34097972008739 |
| 2004-09-01 | 5.32415016343257 |
| 2004-10-01 | 5.32130812533402 |
| 2004-11-01 | 5.32167291263939 |
| 2004-12-01 | 5.17924440700627 |
| 2005-01-01 | 5.29474977563807 |
| 2005-02-01 | 5.30844314957596 |
| 2005-03-01 | 5.26297985506157 |
| 2005-04-01 | 5.50990230514562 |
| 2005-05-01 | 5.43278530950200 |
| 2005-06-01 | 5.34222973477867 |
| 2005-07-01 | 5.36157728968256 |
| 2005-08-01 | 5.33837780739633 |
| 2005-09-01 | 5.33978598791045 |
| 2005-10-01 | 5.31416467402694 |
| 2005-11-01 | 5.32203876266429 |
| 2005-12-01 | 5.37817459664796 |
| 2006-01-01 | 5.28642324397147 |
| 2006-02-01 | 5.40992354015037 |
| 2006-03-01 | 5.47075274544261 |
| 2006-04-01 | 5.30090896534744 |
| 2006-05-01 | 5.31841491479189 |
| 2006-06-01 | 5.25145516848349 |
| 2006-07-01 | 5.16725225496768 |
| 2006-08-01 | 5.33381448755184 |
| 2006-09-01 | 5.35711319366314 |
| 2006-10-01 | 5.41214062756711 |
| 2006-11-01 | 5.42479496284555 |
| 2006-12-01 | 5.47409757154039 |
| 2007-01-01 | 5.47848515320134 |
| 2007-02-01 | 5.41411290791226 |
| 2007-03-01 | 5.36978284747767 |
| 2007-04-01 | 5.38908990708728 |
| 2007-05-01 | 5.31095752488898 |
| 2007-06-01 | 5.35348834686138 |
| 2007-07-01 | 5.37862523258154 |
| 2007-08-01 | 5.43465147358253 |
| 2007-09-01 | 5.57768135140760 |
| 2007-10-01 | 5.41175491715458 |
| 2007-11-01 | 5.41731735719203 |
| 2007-12-01 | 5.36612893840791 |
| 2008-01-01 | 5.46601320415091 |
| 2008-02-01 | 5.42310429903176 |
| 2008-03-01 | 5.37102874061950 |
| 2008-04-01 | 5.58395225341178 |
| 2008-05-01 | 5.61659850336227 |
| 2008-06-01 | 5.64230622333161 |
| 2008-07-01 | 5.68850206648969 |
| 2008-08-01 | 5.63078547366579 |
| 2008-09-01 | 5.68738119079148 |
| 2008-10-01 | 5.82079124427357 |
| 2008-11-01 | 5.81202406417597 |
| 2008-12-01 | 5.85612268014756 |
| 2009-01-01 | 5.85534195176277 |
| 2009-02-01 | 5.93315598455568 |
| 2009-03-01 | 5.86858815862325 |
| 2009-04-01 | 6.18615764720552 |
| 2009-05-01 | 6.12864129681615 |
| 2009-06-01 | 6.12760642642142 |
| 2009-07-01 | 6.09244837706919 |
| 2009-08-01 | 6.13330083781600 |
| 2009-09-01 | 6.09341834301320 |
| 2009-10-01 | 6.02826059794200 |
| 2009-11-01 | 5.99796503038751 |
| 2009-12-01 | 6.04631086801950 |
| 2010-01-01 | 6.04477776925536 |
| 2010-02-01 | 6.04110272637311 |
| 2010-03-01 | 6.07707219834520 |
| 2010-04-01 | 5.99369097372280 |
| 2010-05-01 | 5.94014472056824 |
| 2010-06-01 | 5.91666259483336 |
| 2010-07-01 | 5.89040250868126 |
| 2010-08-01 | 5.93239919321331 |
| 2010-09-01 | 5.89186586926086 |
| 2010-10-01 | 5.93932328010261 |
| 2010-11-01 | 5.98930973796433 |
| 2010-12-01 | 5.83326702363107 |
| 2011-01-01 | 5.93503018615075 |
| 2011-02-01 | 5.94207984080625 |
| 2011-03-01 | 5.88613620379075 |
| 2011-04-01 | 5.80226459508892 |
| 2011-05-01 | 5.65800402943817 |
| 2011-06-01 | 5.81494678265408 |
| 2011-07-01 | 5.68342425488868 |
| 2011-08-01 | 5.63530398252758 |
| 2011-09-01 | 5.58743590114774 |
| 2011-10-01 | 5.44189489220355 |
| 2011-11-01 | 5.37969112138293 |
| 2011-12-01 | 5.32545557476788 |
| 2012-01-01 | 5.22166197388540 |
| 2012-02-01 | 5.13616757557430 |
| 2012-03-01 | 5.10307045170739 |
| 2012-04-01 | 5.10886672836035 |
| 2012-05-01 | 5.07603637727540 |
| 2012-06-01 | 5.12231797760826 |
| 2012-07-01 | 5.07425575125468 |
| 2012-08-01 | 5.03742410628633 |
| 2012-09-01 | 5.17951745956800 |
| 2012-10-01 | 5.03861259067234 |
| 2012-11-01 | 5.07285883099103 |
| 2012-12-01 | 5.02311874041518 |
| 2013-01-01 | 5.01014993287702 |
| 2013-02-01 | 4.93046376235419 |
| 2013-03-01 | 4.91789550098856 |
| 2013-04-01 | 4.90915196199763 |
| 2013-05-01 | 4.89042029358669 |
| 2013-06-01 | 4.83387376501252 |
| 2013-07-01 | 4.86581740262678 |
| 2013-08-01 | 4.84715082523865 |
| 2013-09-01 | 4.77323904369325 |
| 2013-10-01 | 4.92910043925334 |
| 2013-11-01 | 4.76195984963113 |
| 2013-12-01 | 4.83032330488320 |
| 2014-01-01 | 4.80045227520536 |
| 2014-02-01 | 4.81830488431118 |
| 2014-03-01 | 4.82913332343417 |
| 2014-04-01 | 4.81277660612520 |
| 2014-05-01 | 4.79375120911988 |
| 2014-06-01 | 4.84851348326337 |
| 2014-07-01 | 4.86749614281517 |
| 2014-08-01 | 4.95307988625990 |
| 2014-09-01 | 4.86914265052651 |
| 2014-10-01 | 4.81716110098997 |
| 2014-11-01 | 4.75623110904077 |
| 2014-12-01 | 4.73752880861367 |
| 2015-01-01 | 4.79238319632692 |
| 2015-02-01 | 4.80190595282208 |
| 2015-03-01 | 4.73067659952887 |
| 2015-04-01 | 4.82300837496992 |
| 2015-05-01 | 4.79778673872065 |
| 2015-06-01 | 4.76335267820810 |
| 2015-07-01 | 4.77583483673692 |
| 2015-08-01 | 4.75254790081218 |
| 2015-09-01 | 4.76456351985575 |
| 2015-10-01 | 4.90358822344689 |
| 2015-11-01 | 4.84958172047544 |
| 2015-12-01 | 4.85003527943811 |
| 2016-01-01 | 4.78368542931254 |
| 2016-02-01 | 4.78473722917696 |
| 2016-03-01 | 4.83082437720045 |
| 2016-04-01 | 4.83734851521344 |
| 2016-05-01 | 4.80206393785305 |
| 2016-06-01 | 4.77518651224079 |
| 2016-07-01 | 4.78907773419984 |
| 2016-08-01 | 4.74662826884061 |
| 2016-09-01 | 4.75917933111101 |
| 2016-10-01 | 4.68669840300477 |
| 2016-11-01 | 4.74303516786394 |
| 2016-12-01 | 4.65456735804015 |
| 2017-01-01 | 4.68203506610860 |
| 2017-02-01 | 4.67897526232973 |
| 2017-03-01 | 4.62917714445407 |
| 2017-04-01 | 4.55396584629250 |
| 2017-05-01 | 4.61141600294716 |
| 2017-06-01 | 4.57678444701440 |
| 2017-07-01 | 4.50171104398899 |
| 2017-08-01 | 4.43683888784511 |
| 2017-09-01 | 4.54749897773903 |
| 2017-10-01 | 4.57164771115770 |
| 2017-11-01 | 4.53963515006409 |
| 2017-12-01 | 4.56263067364535 |
| 2018-01-01 | 4.58457350440873 |
| 2018-02-01 | 4.57833046368766 |
| 2018-03-01 | 4.52679163822350 |
| 2018-04-01 | 4.46580595689702 |
| 2018-05-01 | 4.51588831822608 |
| 2018-06-01 | 4.47561467280201 |
| 2018-07-01 | 4.51461499611345 |
| 2018-08-01 | 4.52413032649879 |
| 2018-09-01 | 4.43743075764785 |
| 2018-10-01 | 4.45745972664442 |
| 2018-11-01 | 4.44562767179013 |
| 2018-12-01 | 4.46944502225949 |
| 2019-01-01 | 4.49468191365186 |
| 2019-02-01 | 4.47982376923988 |
| 2019-03-01 | 4.52052954234050 |
| 2019-04-01 | 4.56747577343065 |
| 2019-05-01 | 4.51642157100924 |
| 2019-06-01 | 4.46750840817875 |
| 2019-07-01 | 4.62230722108704 |
| 2019-08-01 | 4.61623535977327 |
| 2019-09-01 | 4.62826730349424 |
| 2019-10-01 | 4.65311063922224 |
| 2019-11-01 | 4.66407360560296 |
| 2019-12-01 | 4.69018249645500 |
| 2020-01-01 | 4.59775404108707 |
| 2020-02-01 | 4.57456333453256 |
| 2020-03-01 | 4.60978192663532 |
| 2020-04-01 | 3.85741854748631 |
| 2020-05-01 | 3.90776652301089 |
| 2020-06-01 | 4.05934061726944 |
| 2020-07-01 | 4.02723238039293 |
| 2020-08-01 | 4.11508461440260 |
| 2020-09-01 | 4.22310075003914 |
| 2020-10-01 | 4.25972479209411 |
| 2020-11-01 | 4.38781891994647 |
| 2020-12-01 | 4.31453557346390 |
| 2021-01-01 | 4.29593320295939 |
| 2021-02-01 | 4.36983062161766 |
| 2021-03-01 | 4.39891858387438 |
| 2021-04-01 | 4.44032717546990 |
| 2021-05-01 | 4.49158080716142 |
| 2021-06-01 | 4.44924294007970 |
| 2021-07-01 | 4.52379594988357 |
| 2021-08-01 | 4.61857785003957 |
| 2021-09-01 | 4.61814162099308 |
| 2021-10-01 | 4.68015566722485 |
| 2021-11-01 | 4.71711632405589 |
| 2021-12-01 | 4.74691679571607 |
| 2022-01-01 | 4.68253720661616 |
| 2022-02-01 | 4.75857058661417 |
| 2022-03-01 | 4.78585886985802 |
| 2022-04-01 | 4.82825516065370 |
| 2022-05-01 | 4.77675424248286 |
| 2022-06-01 | 4.84071689799618 |
| 2022-07-01 | 4.71722809993388 |
| 2022-08-01 | 4.61860177834835 |
| 2022-09-01 | 4.61438854451825 |
| 2022-10-01 | 4.80074452649785 |
| 2022-11-01 | 4.84499968967094 |
| 2022-12-01 | 4.87012717402182 |
| 2023-01-01 | 5.07241086547809 |
| 2023-02-01 | 5.15364710099733 |
| 2023-03-01 | 5.17920359612109 |
| 2023-04-01 | 5.01648916223191 |
| 2023-05-01 | 5.06816604388568 |
| 2023-06-01 | 5.03150160279513 |
| 2023-07-01 | 5.00347150947792 |
| 2023-08-01 | 5.01743580990071 |
| 2023-09-01 | 5.01419754519458 |
| 2023-10-01 | 4.91742053324939 |
| 2023-11-01 | 4.96496381613627 |
| 2023-12-01 | 4.98502116512437 |
| 2024-01-01 | 5.06339726851018 |
| 2024-02-01 | 5.05291646253282 |
| 2024-03-01 | 5.07498288431765 |
| 2024-04-01 | 5.21364687877644 |
| 2024-05-01 | 5.27102510791415 |
| 2024-06-01 | 5.22413973675589 |
| 2024-07-01 | 5.38955449035542 |
| 2024-08-01 | 5.31115457687203 |
| 2024-09-01 | 5.31194471226473 |
| 2024-10-01 | 5.22527956937842 |
| 2024-11-01 | 5.27338942126197 |
| 2024-12-01 | 5.28552151867988 |
| 2025-01-01 | 5.36584102300484 |
| 2025-02-01 | 5.36296144660870 |
| 2025-03-01 | 5.37956826506444 |
| 2025-04-01 | 5.31087614470503 |
| 2025-05-01 | 5.27621581828777 |
| 2025-06-01 | 5.41797001387573 |
| 2025-07-01 | 5.37674297711336 |
| 2025-08-01 | 5.40545838333004 |
| 2025-09-01 | 5.40861541571637 |
| 2025-10-01 | 5.42768411066197 |
| 2025-11-01 | 5.37408443786016 |
| 2025-12-01 | 5.38131868878003 |
| 2026-01-01 | 5.27198576393943 |
| 2026-02-01 | 5.27104515667327 |
| 2026-03-01 | 5.28271886579760 |
| 2026-04-01 | 5.31347644851757 |
| 2026-05-01 | 5.28376329221323 |