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 2026-07-01 |
| Last Updated | 2026-08-21 7:39 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 | 4.90583057062706 |
| 1990-02-01 | 4.92943021716830 |
| 1990-03-01 | 4.92513125126458 |
| 1990-04-01 | 5.05233588353563 |
| 1990-05-01 | 5.00829885689981 |
| 1990-06-01 | 5.18706629170391 |
| 1990-07-01 | 5.14818715853613 |
| 1990-08-01 | 5.11238986871739 |
| 1990-09-01 | 5.04440657750926 |
| 1990-10-01 | 5.02107974285647 |
| 1990-11-01 | 5.08374984054723 |
| 1990-12-01 | 5.08478296834216 |
| 1991-01-01 | 5.00140505611354 |
| 1991-02-01 | 5.03374754662867 |
| 1991-03-01 | 5.01579363877777 |
| 1991-04-01 | 4.95275153357068 |
| 1991-05-01 | 5.00885488778398 |
| 1991-06-01 | 4.88987545605571 |
| 1991-07-01 | 5.05870324149830 |
| 1991-08-01 | 4.91425310487533 |
| 1991-09-01 | 5.04709522410726 |
| 1991-10-01 | 5.01485738980293 |
| 1991-11-01 | 4.98045056872565 |
| 1991-12-01 | 4.98272546535542 |
| 1992-01-01 | 4.99680281464219 |
| 1992-02-01 | 5.03723417082021 |
| 1992-03-01 | 4.99246961661902 |
| 1992-04-01 | 5.06398291281273 |
| 1992-05-01 | 5.11034609959032 |
| 1992-06-01 | 5.09805247033206 |
| 1992-07-01 | 5.07573354541543 |
| 1992-08-01 | 5.12047965015948 |
| 1992-09-01 | 5.04262807435366 |
| 1992-10-01 | 5.00342616660105 |
| 1992-11-01 | 4.98067562929950 |
| 1992-12-01 | 4.97966612306065 |
| 1993-01-01 | 5.09136378985461 |
| 1993-02-01 | 5.03720799572856 |
| 1993-03-01 | 5.06585845638329 |
| 1993-04-01 | 5.08174544628729 |
| 1993-05-01 | 5.01653173673967 |
| 1993-06-01 | 5.10294367335250 |
| 1993-07-01 | 4.99143585890738 |
| 1993-08-01 | 5.12072681119488 |
| 1993-09-01 | 5.04314177652530 |
| 1993-10-01 | 5.29529650239233 |
| 1993-11-01 | 5.28361235942956 |
| 1993-12-01 | 5.27816278662853 |
| 1994-01-01 | 5.08410488147632 |
| 1994-02-01 | 5.12999052258194 |
| 1994-03-01 | 5.23152896531696 |
| 1994-04-01 | 5.30397415375024 |
| 1994-05-01 | 5.33411837320434 |
| 1994-06-01 | 5.20456663792524 |
| 1994-07-01 | 5.30376638848207 |
| 1994-08-01 | 5.32034639194478 |
| 1994-09-01 | 5.34468943805501 |
| 1994-10-01 | 5.38566653245425 |
| 1994-11-01 | 5.38925266746988 |
| 1994-12-01 | 5.37174026890054 |
| 1995-01-01 | 5.37886706544919 |
| 1995-02-01 | 5.42553623142275 |
| 1995-03-01 | 5.51198960971970 |
| 1995-04-01 | 5.41781265110990 |
| 1995-05-01 | 5.35288130981152 |
| 1995-06-01 | 5.50185670596400 |
| 1995-07-01 | 5.70243675386832 |
| 1995-08-01 | 5.51213961103903 |
| 1995-09-01 | 5.65246043368050 |
| 1995-10-01 | 5.58680510726844 |
| 1995-11-01 | 5.59526745947740 |
| 1995-12-01 | 5.67013064365284 |
| 1996-01-01 | 5.67245651189097 |
| 1996-02-01 | 5.71782369854739 |
| 1996-03-01 | 5.70329410555758 |
| 1996-04-01 | 5.62693660668447 |
| 1996-05-01 | 5.67104178906462 |
| 1996-06-01 | 5.69769818161270 |
| 1996-07-01 | 5.69293300192033 |
| 1996-08-01 | 5.70317529505547 |
| 1996-09-01 | 5.64990077027160 |
| 1996-10-01 | 5.69495804098374 |
| 1996-11-01 | 5.70611458909906 |
| 1996-12-01 | 5.67125179918902 |
| 1997-01-01 | 5.66720954204711 |
| 1997-02-01 | 5.71096856947260 |
| 1997-03-01 | 5.71551806524107 |
| 1997-04-01 | 5.61998720411909 |
| 1997-05-01 | 5.58459662916083 |
| 1997-06-01 | 5.58950764201397 |
| 1997-07-01 | 5.58325479566848 |
| 1997-08-01 | 5.59174892654724 |
| 1997-09-01 | 5.54553175509646 |
| 1997-10-01 | 5.60817974231943 |
| 1997-11-01 | 5.50839019342284 |
| 1997-12-01 | 5.58402751672419 |
| 1998-01-01 | 5.56745813044945 |
| 1998-02-01 | 5.50283897015904 |
| 1998-03-01 | 5.42743962816934 |
| 1998-04-01 | 5.60413741204334 |
| 1998-05-01 | 5.60175563580792 |
| 1998-06-01 | 5.57817955264931 |
| 1998-07-01 | 5.77756196062012 |
| 1998-08-01 | 5.58638888724748 |
| 1998-09-01 | 5.53697859758611 |
| 1998-10-01 | 5.51640755219902 |
| 1998-11-01 | 5.60703105430845 |
| 1998-12-01 | 5.59316832831615 |
| 1999-01-01 | 5.67421388835408 |
| 1999-02-01 | 5.60435815860698 |
| 1999-03-01 | 5.54334316355799 |
| 1999-04-01 | 5.58056100983688 |
| 1999-05-01 | 5.60876170079468 |
| 1999-06-01 | 5.76542238690992 |
| 1999-07-01 | 5.47558002192891 |
| 1999-08-01 | 5.59536082918756 |
| 1999-09-01 | 5.52836235018764 |
| 1999-10-01 | 5.42233057448957 |
| 1999-11-01 | 5.39435753196652 |
| 1999-12-01 | 5.40160957531771 |
| 2000-01-01 | 5.38287532752970 |
| 2000-02-01 | 5.40882698923321 |
| 2000-03-01 | 5.35223593657645 |
| 2000-04-01 | 5.47090569098468 |
| 2000-05-01 | 5.41422387050642 |
| 2000-06-01 | 5.44602947537924 |
| 2000-07-01 | 5.47181548613649 |
| 2000-08-01 | 5.51012039217567 |
| 2000-09-01 | 5.61416543878942 |
| 2000-10-01 | 5.62711417891541 |
| 2000-11-01 | 5.69425495299766 |
| 2000-12-01 | 5.60049343303867 |
| 2001-01-01 | 5.59303633857022 |
| 2001-02-01 | 5.71368179824880 |
| 2001-03-01 | 5.75371047477978 |
| 2001-04-01 | 5.67290001294300 |
| 2001-05-01 | 5.61164925372735 |
| 2001-06-01 | 5.62749301308401 |
| 2001-07-01 | 5.66810809406229 |
| 2001-08-01 | 5.62818242074591 |
| 2001-09-01 | 5.60594802572325 |
| 2001-10-01 | 5.62698679925345 |
| 2001-11-01 | 5.59132103164982 |
| 2001-12-01 | 5.60196570755043 |
| 2002-01-01 | 5.60263502072697 |
| 2002-02-01 | 5.41564740412133 |
| 2002-03-01 | 5.54977190290938 |
| 2002-04-01 | 5.58673191534957 |
| 2002-05-01 | 5.80020685758056 |
| 2002-06-01 | 5.71601808605699 |
| 2002-07-01 | 5.46088838131532 |
| 2002-08-01 | 5.43918156129480 |
| 2002-09-01 | 5.30541945623357 |
| 2002-10-01 | 5.52430384513637 |
| 2002-11-01 | 5.60266785685509 |
| 2002-12-01 | 5.59523403904184 |
| 2003-01-01 | 5.60868913436154 |
| 2003-02-01 | 5.41421235186805 |
| 2003-03-01 | 5.54827098156393 |
| 2003-04-01 | 5.10005743113425 |
| 2003-05-01 | 5.07515131951750 |
| 2003-06-01 | 5.21807668141078 |
| 2003-07-01 | 5.65873335979540 |
| 2003-08-01 | 5.84670895851771 |
| 2003-09-01 | 5.61405968239225 |
| 2003-10-01 | 5.42170656943262 |
| 2003-11-01 | 5.40910422660765 |
| 2003-12-01 | 5.48700334964576 |
| 2004-01-01 | 5.40271549037037 |
| 2004-02-01 | 5.41171411390699 |
| 2004-03-01 | 5.45645461823721 |
| 2004-04-01 | 5.31048959397660 |
| 2004-05-01 | 5.35261360035082 |
| 2004-06-01 | 5.32693393702672 |
| 2004-07-01 | 5.35801327051026 |
| 2004-08-01 | 5.34097353988169 |
| 2004-09-01 | 5.32414150871624 |
| 2004-10-01 | 5.32130186060525 |
| 2004-11-01 | 5.32166859511345 |
| 2004-12-01 | 5.17924708827744 |
| 2005-01-01 | 5.29475313907547 |
| 2005-02-01 | 5.30844565449073 |
| 2005-03-01 | 5.26298863981242 |
| 2005-04-01 | 5.50990510298699 |
| 2005-05-01 | 5.43279145823313 |
| 2005-06-01 | 5.34223933831000 |
| 2005-07-01 | 5.36156347751137 |
| 2005-08-01 | 5.33837335050751 |
| 2005-09-01 | 5.33977961425631 |
| 2005-10-01 | 5.31416018511807 |
| 2005-11-01 | 5.32203573659391 |
| 2005-12-01 | 5.37817733825954 |
| 2006-01-01 | 5.28642587994894 |
| 2006-02-01 | 5.40992553022496 |
| 2006-03-01 | 5.47075967342383 |
| 2006-04-01 | 5.30091065729507 |
| 2006-05-01 | 5.31841803438292 |
| 2006-06-01 | 5.25145918278882 |
| 2006-07-01 | 5.16724404322528 |
| 2006-08-01 | 5.33381197583361 |
| 2006-09-01 | 5.35710935651381 |
| 2006-10-01 | 5.41213813550082 |
| 2006-11-01 | 5.42479336904400 |
| 2006-12-01 | 5.47409946505274 |
| 2007-01-01 | 5.47848695140776 |
| 2007-02-01 | 5.41411403303849 |
| 2007-03-01 | 5.36978809862435 |
| 2007-04-01 | 5.38909047349396 |
| 2007-05-01 | 5.31095801240171 |
| 2007-06-01 | 5.35348823725195 |
| 2007-07-01 | 5.37862215618274 |
| 2007-08-01 | 5.43465037091675 |
| 2007-09-01 | 5.57767990917986 |
| 2007-10-01 | 5.41175388117701 |
| 2007-11-01 | 5.41731673465416 |
| 2007-12-01 | 5.36612963500475 |
| 2008-01-01 | 5.46601393922103 |
| 2008-02-01 | 5.42310448372762 |
| 2008-03-01 | 5.37103286507628 |
| 2008-04-01 | 5.58395204745517 |
| 2008-05-01 | 5.61659834364409 |
| 2008-06-01 | 5.64230592690496 |
| 2008-07-01 | 5.68850010185932 |
| 2008-08-01 | 5.63078506502079 |
| 2008-09-01 | 5.68738062141521 |
| 2008-10-01 | 5.82079100136949 |
| 2008-11-01 | 5.81202394571630 |
| 2008-12-01 | 5.85612260579327 |
| 2009-01-01 | 5.85534220759719 |
| 2009-02-01 | 5.93315582606873 |
| 2009-03-01 | 5.86859156100461 |
| 2009-04-01 | 6.18615726595073 |
| 2009-05-01 | 6.12864090331609 |
| 2009-06-01 | 6.12760605645351 |
| 2009-07-01 | 6.09244729137205 |
| 2009-08-01 | 6.13330061210437 |
| 2009-09-01 | 6.09341806374488 |
| 2009-10-01 | 6.02826053694717 |
| 2009-11-01 | 5.99796499692474 |
| 2009-12-01 | 6.04631077692805 |
| 2010-01-01 | 6.04477770611378 |
| 2010-02-01 | 6.04110260698035 |
| 2010-03-01 | 6.07707461274034 |
| 2010-04-01 | 5.99369070262849 |
| 2010-05-01 | 5.94014440008341 |
| 2010-06-01 | 5.91666224882937 |
| 2010-07-01 | 5.89040220049361 |
| 2010-08-01 | 5.93239891730531 |
| 2010-09-01 | 5.89186560598357 |
| 2010-10-01 | 5.93932317772759 |
| 2010-11-01 | 5.98930966913145 |
| 2010-12-01 | 5.83326690106186 |
| 2011-01-01 | 5.93503011662844 |
| 2011-02-01 | 5.94207975254899 |
| 2011-03-01 | 5.88613801132371 |
| 2011-04-01 | 5.80226442289286 |
| 2011-05-01 | 5.65800382064894 |
| 2011-06-01 | 5.81494656618463 |
| 2011-07-01 | 5.68342407671412 |
| 2011-08-01 | 5.63530357356233 |
| 2011-09-01 | 5.58743579398582 |
| 2011-10-01 | 5.44189485049727 |
| 2011-11-01 | 5.37969108341365 |
| 2011-12-01 | 5.32545548531954 |
| 2012-01-01 | 5.22166196007469 |
| 2012-02-01 | 5.13616757156507 |
| 2012-03-01 | 5.10307154484487 |
| 2012-04-01 | 5.10886668077022 |
| 2012-05-01 | 5.07603626474452 |
| 2012-06-01 | 5.12231784163277 |
| 2012-07-01 | 5.07425564404843 |
| 2012-08-01 | 5.03742352928337 |
| 2012-09-01 | 5.17951743701378 |
| 2012-10-01 | 5.03861272992787 |
| 2012-11-01 | 5.07285891264884 |
| 2012-12-01 | 5.02311877637123 |
| 2013-01-01 | 5.01014997356343 |
| 2013-02-01 | 4.93046372768383 |
| 2013-03-01 | 4.91789610150471 |
| 2013-04-01 | 4.90915179483002 |
| 2013-05-01 | 4.89042008722116 |
| 2013-06-01 | 4.83387360718519 |
| 2013-07-01 | 4.86581733427514 |
| 2013-08-01 | 4.84715009839044 |
| 2013-09-01 | 4.77323915274015 |
| 2013-10-01 | 4.92910124037243 |
| 2013-11-01 | 4.76196015574518 |
| 2013-12-01 | 4.83032360706850 |
| 2014-01-01 | 4.80045245642997 |
| 2014-02-01 | 4.81830470250186 |
| 2014-03-01 | 4.82913329164262 |
| 2014-04-01 | 4.81277630675292 |
| 2014-05-01 | 4.79375035760620 |
| 2014-06-01 | 4.84851286612894 |
| 2014-07-01 | 4.86749582903727 |
| 2014-08-01 | 4.95307908045405 |
| 2014-09-01 | 4.86914276744862 |
| 2014-10-01 | 4.81716265845549 |
| 2014-11-01 | 4.75623208253967 |
| 2014-12-01 | 4.73753030834566 |
| 2015-01-01 | 4.79238499913070 |
| 2015-02-01 | 4.80190714962349 |
| 2015-03-01 | 4.73067711423349 |
| 2015-04-01 | 4.82300300851592 |
| 2015-05-01 | 4.79778444067697 |
| 2015-06-01 | 4.76334990089152 |
| 2015-07-01 | 4.77583211557998 |
| 2015-08-01 | 4.75255274234938 |
| 2015-09-01 | 4.76456218981128 |
| 2015-10-01 | 4.90358966645232 |
| 2015-11-01 | 4.84958329368713 |
| 2015-12-01 | 4.85003900057354 |
| 2016-01-01 | 4.78369057102019 |
| 2016-02-01 | 4.78474188334187 |
| 2016-03-01 | 4.83082759499804 |
| 2016-04-01 | 4.83733993737087 |
| 2016-05-01 | 4.80205609140828 |
| 2016-06-01 | 4.77517254545521 |
| 2016-07-01 | 4.78907406649472 |
| 2016-08-01 | 4.74664033005601 |
| 2016-09-01 | 4.75917739105647 |
| 2016-10-01 | 4.68669940710558 |
| 2016-11-01 | 4.74303640710016 |
| 2016-12-01 | 4.65457242881933 |
| 2017-01-01 | 4.68204403920205 |
| 2017-02-01 | 4.67898615188191 |
| 2017-03-01 | 4.62919074406338 |
| 2017-04-01 | 4.55395977382697 |
| 2017-05-01 | 4.61141414522351 |
| 2017-06-01 | 4.57672421857430 |
| 2017-07-01 | 4.50171773775311 |
| 2017-08-01 | 4.43686418080107 |
| 2017-09-01 | 4.54749561462167 |
| 2017-10-01 | 4.57164267044012 |
| 2017-11-01 | 4.53961216782343 |
| 2017-12-01 | 4.56263472188957 |
| 2018-01-01 | 4.58458917975663 |
| 2018-02-01 | 4.57835678654234 |
| 2018-03-01 | 4.52682968053765 |
| 2018-04-01 | 4.46582407076086 |
| 2018-05-01 | 4.51590702552487 |
| 2018-06-01 | 4.47551612347290 |
| 2018-07-01 | 4.51463001888679 |
| 2018-08-01 | 4.52414674310149 |
| 2018-09-01 | 4.43739950073717 |
| 2018-10-01 | 4.45741687273637 |
| 2018-11-01 | 4.44555559695208 |
| 2018-12-01 | 4.46943967372606 |
| 2019-01-01 | 4.49472075296598 |
| 2019-02-01 | 4.47990173947682 |
| 2019-03-01 | 4.52063385972002 |
| 2019-04-01 | 4.56754890261405 |
| 2019-05-01 | 4.51647443017945 |
| 2019-06-01 | 4.46741194727798 |
| 2019-07-01 | 4.62231325850421 |
| 2019-08-01 | 4.61624389003034 |
| 2019-09-01 | 4.62805684602955 |
| 2019-10-01 | 4.65301120941579 |
| 2019-11-01 | 4.66392865946333 |
| 2019-12-01 | 4.69010248526129 |
| 2020-01-01 | 4.59774588929478 |
| 2020-02-01 | 4.57480418286403 |
| 2020-03-01 | 4.61035586792148 |
| 2020-04-01 | 3.85747608432486 |
| 2020-05-01 | 3.90779171935977 |
| 2020-06-01 | 4.05923987165747 |
| 2020-07-01 | 4.02718240152392 |
| 2020-08-01 | 4.11504090072083 |
| 2020-09-01 | 4.22269665761428 |
| 2020-10-01 | 4.25924821969363 |
| 2020-11-01 | 4.38760882010119 |
| 2020-12-01 | 4.31436527141567 |
| 2021-01-01 | 4.29591843281597 |
| 2021-02-01 | 4.37035961043189 |
| 2021-03-01 | 4.40015122732701 |
| 2021-04-01 | 4.44062350015154 |
| 2021-05-01 | 4.49188143929375 |
| 2021-06-01 | 4.44946051921202 |
| 2021-07-01 | 4.52246638864829 |
| 2021-08-01 | 4.61865019231455 |
| 2021-09-01 | 4.61758891845838 |
| 2021-10-01 | 4.67915829538867 |
| 2021-11-01 | 4.71672533265136 |
| 2021-12-01 | 4.74657076608713 |
| 2022-01-01 | 4.68251390730215 |
| 2022-02-01 | 4.75948137356477 |
| 2022-03-01 | 4.78792339686535 |
| 2022-04-01 | 4.82894863973326 |
| 2022-05-01 | 4.77825243371938 |
| 2022-06-01 | 4.84117426643244 |
| 2022-07-01 | 4.71440088474414 |
| 2022-08-01 | 4.61846208553012 |
| 2022-09-01 | 4.61346179395597 |
| 2022-10-01 | 4.79884674848892 |
| 2022-11-01 | 4.84408091572760 |
| 2022-12-01 | 4.86933828785273 |
| 2023-01-01 | 5.07229787309437 |
| 2023-02-01 | 5.15496041337339 |
| 2023-03-01 | 5.18219862040425 |
| 2023-04-01 | 5.01869043588302 |
| 2023-05-01 | 5.07263723867039 |
| 2023-06-01 | 5.03253518789592 |
| 2023-07-01 | 4.99716527852955 |
| 2023-08-01 | 5.01657090864640 |
| 2023-09-01 | 5.01257952277663 |
| 2023-10-01 | 4.91468849489093 |
| 2023-11-01 | 4.96333738684779 |
| 2023-12-01 | 4.98378252520147 |
| 2024-01-01 | 5.06333211427409 |
| 2024-02-01 | 5.05487895422608 |
| 2024-03-01 | 5.07910986842142 |
| 2024-04-01 | 5.21740607418398 |
| 2024-05-01 | 5.27841842508555 |
| 2024-06-01 | 5.22588742110277 |
| 2024-07-01 | 5.38024560835101 |
| 2024-08-01 | 5.30916496310059 |
| 2024-09-01 | 5.30955210647427 |
| 2024-10-01 | 5.22158500275734 |
| 2024-11-01 | 5.27098985561209 |
| 2024-12-01 | 5.28384572287117 |
| 2025-01-01 | 5.36594451788306 |
| 2025-02-01 | 5.36561258902194 |
| 2025-03-01 | 5.38462331176941 |
| 2025-04-01 | 5.31661615746120 |
| 2025-05-01 | 5.28653947955644 |
| 2025-06-01 | 5.42065943676645 |
| 2025-07-01 | 5.36295388217790 |
| 2025-08-01 | 5.40256520157388 |
| 2025-09-01 | 5.40571631087120 |
| 2025-10-01 | 5.42351810895157 |
| 2025-11-01 | 5.37118101544796 |
| 2025-12-01 | 5.37963991930244 |
| 2026-01-01 | 5.27260525731688 |
| 2026-02-01 | 5.27440583376355 |
| 2026-03-01 | 5.28839678764582 |
| 2026-04-01 | 5.32039638896792 |
| 2026-05-01 | 5.29583616224858 |
| 2026-06-01 | 5.31689749750828 |
| 2026-07-01 | 5.35414215863420 |