Table Data - All Employees: Service-Providing in Kalamazoo-Portage, MI (MSA)
NOTE: To improve accessibility of data for all users, this file was converted from a text format to an html table.
| Title | All Employees: Service-Providing in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | SMU26280200700000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-05-01 |
| Last Updated | 2024-06-26 5:09 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 | 90.95716246665510 |
| 1990-02-01 | 91.64613763209270 |
| 1990-03-01 | 91.86940643593980 |
| 1990-04-01 | 92.85806111202860 |
| 1990-05-01 | 93.32894260893740 |
| 1990-06-01 | 93.57858894304741 |
| 1990-07-01 | 94.60007783914820 |
| 1990-08-01 | 93.34994280494921 |
| 1990-09-01 | 93.57265674326608 |
| 1990-10-01 | 93.79539178773659 |
| 1990-11-01 | 93.82067853750851 |
| 1990-12-01 | 93.41003099042060 |
| 1991-01-01 | 93.73744063663060 |
| 1991-02-01 | 93.97339314365601 |
| 1991-03-01 | 94.17479816569180 |
| 1991-04-01 | 93.77083172333401 |
| 1991-05-01 | 93.95758960747140 |
| 1991-06-01 | 93.90870700943329 |
| 1991-07-01 | 93.97169575860290 |
| 1991-08-01 | 93.21942050386610 |
| 1991-09-01 | 94.64214436116120 |
| 1991-10-01 | 95.02287824202320 |
| 1991-11-01 | 94.76739464379900 |
| 1991-12-01 | 95.69649164180890 |
| 1992-01-01 | 95.40573951469801 |
| 1992-02-01 | 95.42129290955691 |
| 1992-03-01 | 95.46884082773870 |
| 1992-04-01 | 95.83160227091350 |
| 1992-05-01 | 96.13194119047510 |
| 1992-06-01 | 96.47554977432542 |
| 1992-07-01 | 96.22574863651090 |
| 1992-08-01 | 96.32231773279920 |
| 1992-09-01 | 95.99210456627590 |
| 1992-10-01 | 95.95639167956871 |
| 1992-11-01 | 95.99200518096090 |
| 1992-12-01 | 95.52412335953458 |
| 1993-01-01 | 97.01973491291142 |
| 1993-02-01 | 97.21086917100310 |
| 1993-03-01 | 97.52097970214610 |
| 1993-04-01 | 97.42664895116430 |
| 1993-05-01 | 96.99938636437440 |
| 1993-06-01 | 96.67476050354271 |
| 1993-07-01 | 97.14190759610470 |
| 1993-08-01 | 97.61826031109409 |
| 1993-09-01 | 97.96572208680278 |
| 1993-10-01 | 99.09676496330330 |
| 1993-11-01 | 98.69561153527130 |
| 1993-12-01 | 98.53228189186609 |
| 1994-01-01 | 98.89772744502840 |
| 1994-02-01 | 98.89861321063890 |
| 1994-03-01 | 99.28039266117260 |
| 1994-04-01 | 100.61896316948400 |
| 1994-05-01 | 100.45510784559400 |
| 1994-06-01 | 99.95456286951229 |
| 1994-07-01 | 101.35810536666000 |
| 1994-08-01 | 101.19731805119400 |
| 1994-09-01 | 101.55001915606900 |
| 1994-10-01 | 101.13076727760999 |
| 1994-11-01 | 101.48062672018000 |
| 1994-12-01 | 101.35255718392100 |
| 1995-01-01 | 101.85161403048299 |
| 1995-02-01 | 101.89640861576300 |
| 1995-03-01 | 102.09658092180300 |
| 1995-04-01 | 101.88297432119400 |
| 1995-05-01 | 101.91664444394699 |
| 1995-06-01 | 101.92584627166599 |
| 1995-07-01 | 102.68475567673599 |
| 1995-08-01 | 103.52726557943300 |
| 1995-09-01 | 103.29326478498301 |
| 1995-10-01 | 103.65801299413201 |
| 1995-11-01 | 103.76957777665599 |
| 1995-12-01 | 104.28803888438999 |
| 1996-01-01 | 104.15576988076799 |
| 1996-02-01 | 104.27982357096300 |
| 1996-03-01 | 104.41076673892900 |
| 1996-04-01 | 104.20639916763099 |
| 1996-05-01 | 104.42961172967300 |
| 1996-06-01 | 104.97934791664100 |
| 1996-07-01 | 104.74647244623300 |
| 1996-08-01 | 104.65118318263300 |
| 1996-09-01 | 104.95057723996700 |
| 1996-10-01 | 105.45114065041800 |
| 1996-11-01 | 105.42111002621600 |
| 1996-12-01 | 105.67592416060200 |
| 1997-01-01 | 105.15174345847000 |
| 1997-02-01 | 105.33686790957898 |
| 1997-03-01 | 105.31704632828800 |
| 1997-04-01 | 105.70128358714700 |
| 1997-05-01 | 105.87866933708500 |
| 1997-06-01 | 106.13543324420601 |
| 1997-07-01 | 106.45416448593201 |
| 1997-08-01 | 106.50166733136200 |
| 1997-09-01 | 106.41669264895599 |
| 1997-10-01 | 105.92855279125901 |
| 1997-11-01 | 105.51440212911699 |
| 1997-12-01 | 106.47564453764299 |
| 1998-01-01 | 107.33325851524100 |
| 1998-02-01 | 107.55844324236601 |
| 1998-03-01 | 107.69520140459299 |
| 1998-04-01 | 107.54060077117400 |
| 1998-05-01 | 107.38228942592300 |
| 1998-06-01 | 107.45532704197299 |
| 1998-07-01 | 106.55819981222200 |
| 1998-08-01 | 105.59596243048800 |
| 1998-09-01 | 106.05561495908800 |
| 1998-10-01 | 108.06985818113000 |
| 1998-11-01 | 107.42548723828199 |
| 1998-12-01 | 107.87658177804100 |
| 1999-01-01 | 107.22553553551400 |
| 1999-02-01 | 107.32923887688100 |
| 1999-03-01 | 107.68149779854200 |
| 1999-04-01 | 110.07752982106600 |
| 1999-05-01 | 109.13858003351200 |
| 1999-06-01 | 110.12832476914900 |
| 1999-07-01 | 110.65655325527800 |
| 1999-08-01 | 110.78050738105600 |
| 1999-09-01 | 107.81347141073401 |
| 1999-10-01 | 110.88134129658400 |
| 1999-11-01 | 110.74902640799499 |
| 1999-12-01 | 110.66059537459400 |
| 2000-01-01 | 111.34644321950199 |
| 2000-02-01 | 111.65363611606100 |
| 2000-03-01 | 111.87728785310200 |
| 2000-04-01 | 112.10182278838700 |
| 2000-05-01 | 112.53131626843500 |
| 2000-06-01 | 112.19719302056801 |
| 2000-07-01 | 113.99011325601600 |
| 2000-08-01 | 114.44014424161400 |
| 2000-09-01 | 114.55448954769600 |
| 2000-10-01 | 114.06255968619400 |
| 2000-11-01 | 114.18023436016500 |
| 2000-12-01 | 114.31433323773199 |
| 2001-01-01 | 113.37659496854201 |
| 2001-02-01 | 113.19693249849600 |
| 2001-03-01 | 112.56197551746700 |
| 2001-04-01 | 112.64983869290400 |
| 2001-05-01 | 112.67894325663900 |
| 2001-06-01 | 112.85533633761400 |
| 2001-07-01 | 111.40939223802201 |
| 2001-08-01 | 111.07986974728500 |
| 2001-09-01 | 110.17267744249600 |
| 2001-10-01 | 113.15863823151000 |
| 2001-11-01 | 113.29416833238001 |
| 2001-12-01 | 113.32412895560600 |
| 2002-01-01 | 113.69106106303700 |
| 2002-02-01 | 113.70145978873501 |
| 2002-03-01 | 114.15051120130200 |
| 2002-04-01 | 114.06404811765800 |
| 2002-05-01 | 114.58181741364001 |
| 2002-06-01 | 115.12954407615901 |
| 2002-07-01 | 113.81490567157900 |
| 2002-08-01 | 113.89966354831600 |
| 2002-09-01 | 113.13917581755301 |
| 2002-10-01 | 113.40139982921200 |
| 2002-11-01 | 112.95118602624599 |
| 2002-12-01 | 113.33195213593300 |
| 2003-01-01 | 114.50278637881800 |
| 2003-02-01 | 113.40602556214800 |
| 2003-03-01 | 113.62721979576000 |
| 2003-04-01 | 114.35318847894800 |
| 2003-05-01 | 112.07726354001300 |
| 2003-06-01 | 112.58487441324700 |
| 2003-07-01 | 113.28322972646299 |
| 2003-08-01 | 113.42938883574499 |
| 2003-09-01 | 113.58360460777600 |
| 2003-10-01 | 113.88756095158600 |
| 2003-11-01 | 114.08570225721200 |
| 2003-12-01 | 113.71833970404500 |
| 2004-01-01 | 115.35160783497900 |
| 2004-02-01 | 114.34195929935801 |
| 2004-03-01 | 114.39773744802600 |
| 2004-04-01 | 114.23503475075199 |
| 2004-05-01 | 114.58967696940800 |
| 2004-06-01 | 113.78252276286100 |
| 2004-07-01 | 115.68164115807400 |
| 2004-08-01 | 114.72239477330900 |
| 2004-09-01 | 114.90120396212900 |
| 2004-10-01 | 114.78070590887200 |
| 2004-11-01 | 114.58478631675200 |
| 2004-12-01 | 114.34014731528400 |
| 2005-01-01 | 114.80766520938600 |
| 2005-02-01 | 115.04595507720100 |
| 2005-03-01 | 114.87279776784300 |
| 2005-04-01 | 116.57005330717600 |
| 2005-05-01 | 115.59126459054800 |
| 2005-06-01 | 115.33968461749399 |
| 2005-07-01 | 115.38111168267000 |
| 2005-08-01 | 115.29718051851101 |
| 2005-09-01 | 115.93109301062000 |
| 2005-10-01 | 115.55550095436500 |
| 2005-11-01 | 116.08561201100400 |
| 2005-12-01 | 116.11172334181800 |
| 2006-01-01 | 115.45503385483600 |
| 2006-02-01 | 115.82545354917500 |
| 2006-03-01 | 116.28160033306601 |
| 2006-04-01 | 116.35759866219801 |
| 2006-05-01 | 115.73315588706600 |
| 2006-06-01 | 115.67840012820700 |
| 2006-07-01 | 115.32896703121300 |
| 2006-08-01 | 115.81643071419701 |
| 2006-09-01 | 116.42345930399600 |
| 2006-10-01 | 116.27380764898100 |
| 2006-11-01 | 116.45577650273800 |
| 2006-12-01 | 116.85137463706100 |
| 2007-01-01 | 116.81648299671700 |
| 2007-02-01 | 117.41191301236900 |
| 2007-03-01 | 118.05565075522600 |
| 2007-04-01 | 117.17329514330900 |
| 2007-05-01 | 117.30613698061300 |
| 2007-06-01 | 117.55824251252800 |
| 2007-07-01 | 117.00107154415701 |
| 2007-08-01 | 117.00080817792400 |
| 2007-09-01 | 116.88355143213200 |
| 2007-10-01 | 116.76482197559200 |
| 2007-11-01 | 116.68260209526899 |
| 2007-12-01 | 117.04904729596700 |
| 2008-01-01 | 117.35274536680900 |
| 2008-02-01 | 116.72834115358000 |
| 2008-03-01 | 116.62364705238400 |
| 2008-04-01 | 116.63480779841300 |
| 2008-05-01 | 116.87907213404101 |
| 2008-06-01 | 116.74366171250401 |
| 2008-07-01 | 116.99370566132299 |
| 2008-08-01 | 117.10218172562200 |
| 2008-09-01 | 116.74579862778201 |
| 2008-10-01 | 116.96275895852800 |
| 2008-11-01 | 116.74660093222700 |
| 2008-12-01 | 116.11543249939899 |
| 2009-01-01 | 116.33317325629500 |
| 2009-02-01 | 115.65157004370000 |
| 2009-03-01 | 115.36109205152000 |
| 2009-04-01 | 115.07130308299699 |
| 2009-05-01 | 114.68600542596901 |
| 2009-06-01 | 114.91720534185900 |
| 2009-07-01 | 114.66452337069799 |
| 2009-08-01 | 113.71073950225800 |
| 2009-09-01 | 111.97880665825701 |
| 2009-10-01 | 113.99751463352800 |
| 2009-11-01 | 113.83706985004900 |
| 2009-12-01 | 113.80324084318100 |
| 2010-01-01 | 113.27560766979600 |
| 2010-02-01 | 113.20354787072100 |
| 2010-03-01 | 112.91854769942800 |
| 2010-04-01 | 113.37951655052600 |
| 2010-05-01 | 113.03522593573000 |
| 2010-06-01 | 113.23157340923300 |
| 2010-07-01 | 113.07898775972299 |
| 2010-08-01 | 113.13520430374800 |
| 2010-09-01 | 111.47188199578899 |
| 2010-10-01 | 112.68134232679400 |
| 2010-11-01 | 112.53695396509701 |
| 2010-12-01 | 112.57006353880101 |
| 2011-01-01 | 112.91366685107500 |
| 2011-02-01 | 112.31725561173500 |
| 2011-03-01 | 112.72091858158001 |
| 2011-04-01 | 112.33833090235001 |
| 2011-05-01 | 111.50247261021200 |
| 2011-06-01 | 112.89264012762600 |
| 2011-07-01 | 113.16452607308001 |
| 2011-08-01 | 113.06159751389800 |
| 2011-09-01 | 113.57050566383800 |
| 2011-10-01 | 113.10806612271900 |
| 2011-11-01 | 112.87003230760600 |
| 2011-12-01 | 111.61264712122299 |
| 2012-01-01 | 112.86001537332500 |
| 2012-02-01 | 112.95790711642100 |
| 2012-03-01 | 112.97827600053700 |
| 2012-04-01 | 113.21356279366100 |
| 2012-05-01 | 113.05058090645100 |
| 2012-06-01 | 112.42590586287100 |
| 2012-07-01 | 112.48975594212999 |
| 2012-08-01 | 112.67136971768299 |
| 2012-09-01 | 112.50366808208000 |
| 2012-10-01 | 112.12150691081400 |
| 2012-11-01 | 112.52505507163700 |
| 2012-12-01 | 111.59641444373000 |
| 2013-01-01 | 111.84950921922600 |
| 2013-02-01 | 112.99279179918100 |
| 2013-03-01 | 112.98780120020300 |
| 2013-04-01 | 112.87904055888100 |
| 2013-05-01 | 112.52774447058201 |
| 2013-06-01 | 112.75526660578600 |
| 2013-07-01 | 112.86017883277599 |
| 2013-08-01 | 113.43179074419500 |
| 2013-09-01 | 114.47479137600901 |
| 2013-10-01 | 113.76085408929100 |
| 2013-11-01 | 113.95282920927500 |
| 2013-12-01 | 114.17981656124600 |
| 2014-01-01 | 113.94241907066200 |
| 2014-02-01 | 113.89847403399100 |
| 2014-03-01 | 114.19664650922400 |
| 2014-04-01 | 114.06062461560400 |
| 2014-05-01 | 114.83951228762301 |
| 2014-06-01 | 115.54396734251000 |
| 2014-07-01 | 115.07857216875100 |
| 2014-08-01 | 114.98692602786000 |
| 2014-09-01 | 114.86584509487400 |
| 2014-10-01 | 115.06619918723801 |
| 2014-11-01 | 114.82484039667400 |
| 2014-12-01 | 115.43112251472500 |
| 2015-01-01 | 114.96037114324601 |
| 2015-02-01 | 115.34993926292700 |
| 2015-03-01 | 115.26363281797800 |
| 2015-04-01 | 115.45396002358801 |
| 2015-05-01 | 115.12714653538600 |
| 2015-06-01 | 115.57869714232800 |
| 2015-07-01 | 115.94903243765400 |
| 2015-08-01 | 115.66701246643700 |
| 2015-09-01 | 115.35585108758900 |
| 2015-10-01 | 116.39013268072400 |
| 2015-11-01 | 116.16908530556800 |
| 2015-12-01 | 116.49735779674900 |
| 2016-01-01 | 117.02423730434201 |
| 2016-02-01 | 117.02290828377701 |
| 2016-03-01 | 117.18295397551200 |
| 2016-04-01 | 117.97273263001900 |
| 2016-05-01 | 118.44376475709801 |
| 2016-06-01 | 117.40612095754999 |
| 2016-07-01 | 118.76702200121800 |
| 2016-08-01 | 118.95462068491699 |
| 2016-09-01 | 119.19221808887600 |
| 2016-10-01 | 118.68477453296600 |
| 2016-11-01 | 119.10005023692900 |
| 2016-12-01 | 118.40981652077600 |
| 2017-01-01 | 119.48104532310600 |
| 2017-02-01 | 119.71882709368799 |
| 2017-03-01 | 119.73860367835300 |
| 2017-04-01 | 118.98910197705400 |
| 2017-05-01 | 118.91819299375300 |
| 2017-06-01 | 118.83234869977899 |
| 2017-07-01 | 119.01216442265700 |
| 2017-08-01 | 119.17676597881201 |
| 2017-09-01 | 119.46504112750900 |
| 2017-10-01 | 119.93055202352100 |
| 2017-11-01 | 120.31469739537600 |
| 2017-12-01 | 120.28581345158600 |
| 2018-01-01 | 120.31987311534401 |
| 2018-02-01 | 120.50184374703600 |
| 2018-03-01 | 120.51291065837600 |
| 2018-04-01 | 120.93016419622101 |
| 2018-05-01 | 120.81378386940300 |
| 2018-06-01 | 121.37053119122700 |
| 2018-07-01 | 121.00504156545700 |
| 2018-08-01 | 121.04640726748501 |
| 2018-09-01 | 121.12638489909800 |
| 2018-10-01 | 121.47044647564700 |
| 2018-11-01 | 121.57178505893900 |
| 2018-12-01 | 121.54325817315001 |
| 2019-01-01 | 121.64327054610600 |
| 2019-02-01 | 121.31597306009500 |
| 2019-03-01 | 121.84189872809900 |
| 2019-04-01 | 121.36713950835400 |
| 2019-05-01 | 121.47214229437500 |
| 2019-06-01 | 121.04667668246100 |
| 2019-07-01 | 120.76562486250600 |
| 2019-08-01 | 121.08910411502200 |
| 2019-09-01 | 121.41592954528700 |
| 2019-10-01 | 121.34671389245500 |
| 2019-11-01 | 121.32510162230200 |
| 2019-12-01 | 121.62413454725599 |
| 2020-01-01 | 122.10405124745701 |
| 2020-02-01 | 122.35762796453600 |
| 2020-03-01 | 121.91590233591900 |
| 2020-04-01 | 97.57455620903170 |
| 2020-05-01 | 100.09165170791599 |
| 2020-06-01 | 104.76553555749099 |
| 2020-07-01 | 108.81354035391300 |
| 2020-08-01 | 109.74448928000700 |
| 2020-09-01 | 110.06426801228399 |
| 2020-10-01 | 111.18740344226600 |
| 2020-11-01 | 110.85742900970900 |
| 2020-12-01 | 108.40133196523700 |
| 2021-01-01 | 109.56340051344000 |
| 2021-02-01 | 111.28612930226400 |
| 2021-03-01 | 112.03244330048000 |
| 2021-04-01 | 111.75121425138501 |
| 2021-05-01 | 112.17393180810100 |
| 2021-06-01 | 112.91426490803600 |
| 2021-07-01 | 114.21829151953699 |
| 2021-08-01 | 114.00392889346001 |
| 2021-09-01 | 113.03198948727800 |
| 2021-10-01 | 114.73425348138399 |
| 2021-11-01 | 115.19103336259000 |
| 2021-12-01 | 116.21003359108299 |
| 2022-01-01 | 115.91583530726300 |
| 2022-02-01 | 116.41150627472200 |
| 2022-03-01 | 116.26644266869499 |
| 2022-04-01 | 117.13284465304800 |
| 2022-05-01 | 117.15329387900400 |
| 2022-06-01 | 117.72765644326000 |
| 2022-07-01 | 117.53475485614300 |
| 2022-08-01 | 116.89696028772500 |
| 2022-09-01 | 116.82789635279300 |
| 2022-10-01 | 116.44060688500800 |
| 2022-11-01 | 116.40501609393101 |
| 2022-12-01 | 116.55894183141899 |
| 2023-01-01 | 117.56331239091601 |
| 2023-02-01 | 117.31903397574499 |
| 2023-03-01 | 117.84391268839600 |
| 2023-04-01 | 118.10252367266600 |
| 2023-05-01 | 118.26088495559200 |
| 2023-06-01 | 116.72496500679900 |
| 2023-07-01 | 117.90624079915600 |
| 2023-08-01 | 117.71464261551000 |
| 2023-09-01 | 117.50771646286400 |
| 2023-10-01 | 118.03862788568900 |
| 2023-11-01 | 117.68110627268801 |
| 2023-12-01 | 117.51404614461399 |
| 2024-01-01 | 117.17016727948099 |
| 2024-02-01 | 117.14167392972100 |
| 2024-03-01 | 116.99295395342500 |
| 2024-04-01 | 116.48060004714900 |
| 2024-05-01 | 116.58049911273800 |
