NOTE: THIS DATA FILE WILL CHANGE! To improve accessibility of data for all users, we will convert this file from a text format to an html table by the end of June 2024. Title: All Employees: Private Service Providing in Kalamazoo-Portage, MI (MSA) Series ID: SMU26280200800000001SA 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 2024-03-01 Last Updated: 2024-04-20 5:28 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU26280200800000001). 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 68.03172534974300 1990-02-01 68.57266482801740 1990-03-01 69.00607630366571 1990-04-01 69.35204242838540 1990-05-01 69.99853830341920 1990-06-01 69.72435942580879 1990-07-01 69.77381959574350 1990-08-01 69.46887288079090 1990-09-01 70.15113081668450 1990-10-01 70.12002936654010 1990-11-01 70.19751214523579 1990-12-01 69.98487854667220 1991-01-01 70.13436671190190 1991-02-01 70.09034635376061 1991-03-01 70.33144193981150 1991-04-01 70.14620511697840 1991-05-01 70.11047207756280 1991-06-01 70.14454853308821 1991-07-01 70.11816934015070 1991-08-01 70.35117438454449 1991-09-01 70.84394272693770 1991-10-01 71.34286226694610 1991-11-01 71.18136705498542 1991-12-01 71.55341319225730 1992-01-01 71.73926181386860 1992-02-01 71.83052320706610 1992-03-01 71.75833435127920 1992-04-01 72.17431317150759 1992-05-01 72.46157188171371 1992-06-01 72.75442960371580 1992-07-01 72.50453972908340 1992-08-01 72.58994073471220 1992-09-01 72.21794850176579 1992-10-01 72.09042855143700 1992-11-01 72.18245666615009 1992-12-01 72.20576405217690 1993-01-01 73.18898151434630 1993-02-01 73.39384407103060 1993-03-01 73.80818263877809 1993-04-01 73.22494224299860 1993-05-01 73.08774207672210 1993-06-01 73.22389221807230 1993-07-01 73.55732534440070 1993-08-01 73.88736849287370 1993-09-01 74.11797132148241 1993-10-01 75.35928350216099 1993-11-01 75.29441901079109 1993-12-01 75.36417456621601 1994-01-01 75.27372897937130 1994-02-01 75.44991693814740 1994-03-01 75.63944839539450 1994-04-01 76.68351408654010 1994-05-01 76.89076587155720 1994-06-01 76.87476838881050 1994-07-01 77.83652472694690 1994-08-01 77.38670517029080 1994-09-01 77.80986784027540 1994-10-01 77.60297153389841 1994-11-01 77.80799995268370 1994-12-01 78.03081772450790 1995-01-01 78.12715529930409 1995-02-01 78.11772021645830 1995-03-01 78.58765457092392 1995-04-01 78.19099926763121 1995-05-01 78.20346460880870 1995-06-01 78.68997647089249 1995-07-01 79.07477839781980 1995-08-01 79.14131515485040 1995-09-01 79.44360805035010 1995-10-01 78.59515704823220 1995-11-01 79.21438408160710 1995-12-01 79.51291800517940 1996-01-01 79.80989235765641 1996-02-01 79.98625751550291 1996-03-01 80.11249987563730 1996-04-01 79.63699902893559 1996-05-01 80.18220646316100 1996-06-01 80.47862905775621 1996-07-01 80.60423003972940 1996-08-01 80.96137052417210 1996-09-01 80.49171659717690 1996-10-01 81.12969505682030 1996-11-01 81.32349977600340 1996-12-01 81.43289676951510 1997-01-01 81.15701843024930 1997-02-01 81.23692352495470 1997-03-01 81.03201745480641 1997-04-01 81.36436520262350 1997-05-01 81.63575212064120 1997-06-01 81.55477189131959 1997-07-01 81.59084891766880 1997-08-01 82.30099590114020 1997-09-01 81.89199592607359 1997-10-01 80.63665281505570 1997-11-01 80.78726741020209 1997-12-01 81.27666679349821 1998-01-01 81.58955296280380 1998-02-01 81.79317242529650 1998-03-01 81.74259632248480 1998-04-01 81.76186067905450 1998-05-01 81.68318660108810 1998-06-01 81.55054838370900 1998-07-01 81.40785591528010 1998-08-01 81.14562575155949 1998-09-01 81.16005640716621 1998-10-01 81.87285313561770 1998-11-01 81.73605116821950 1998-12-01 81.97274735751220 1999-01-01 81.28106570476629 1999-02-01 81.74497463753290 1999-03-01 81.92924161510060 1999-04-01 82.76433782231940 1999-05-01 82.62681714227830 1999-06-01 82.87716770254141 1999-07-01 82.81343654849900 1999-08-01 82.98752589807590 1999-09-01 82.71568511513670 1999-10-01 84.12874154370630 1999-11-01 84.18472786628770 1999-12-01 84.47842199210330 2000-01-01 85.13057624704241 2000-02-01 85.11862490997721 2000-03-01 85.30731481299350 2000-04-01 84.77809616805209 2000-05-01 85.09678561839560 2000-06-01 85.40873165555550 2000-07-01 85.79036480285741 2000-08-01 86.08783790870150 2000-09-01 86.82630228290790 2000-10-01 86.17582488990610 2000-11-01 86.40138683659191 2000-12-01 86.61675717241850 2001-01-01 85.48562878939809 2001-02-01 85.52550425921120 2001-03-01 84.75380952167820 2001-04-01 85.64526592736320 2001-05-01 85.71567235150300 2001-06-01 85.57121830646390 2001-07-01 85.44657329030050 2001-08-01 85.46028569933300 2001-09-01 85.31431106614750 2001-10-01 85.36191069283859 2001-11-01 85.64753379440930 2001-12-01 85.61120914365610 2002-01-01 85.82285524170429 2002-02-01 86.40627984684550 2002-03-01 86.83666615700340 2002-04-01 87.20543774311359 2002-05-01 87.73290572661520 2002-06-01 87.84378169151991 2002-07-01 87.99552179450520 2002-08-01 88.27058916993170 2002-09-01 88.46440340227970 2002-10-01 88.91139423874250 2002-11-01 88.72259288299830 2002-12-01 88.75807567330550 2003-01-01 89.34217958711080 2003-02-01 88.81978238339458 2003-03-01 88.98686286483570 2003-04-01 88.99151946574930 2003-05-01 88.96910249194040 2003-06-01 89.15203298218980 2003-07-01 89.26519534591580 2003-08-01 89.56218525996080 2003-09-01 89.30608885585980 2003-10-01 89.31978878844570 2003-11-01 89.58107348419690 2003-12-01 89.82287654516121 2004-01-01 90.85662682960181 2004-02-01 90.52676636262800 2004-03-01 90.54332085357560 2004-04-01 90.90710788739571 2004-05-01 90.64082578491270 2004-06-01 90.85998157578881 2004-07-01 91.85023033094210 2004-08-01 91.19230230484008 2004-09-01 91.17048415757300 2004-10-01 90.99099250866530 2004-11-01 90.79300463640750 2004-12-01 90.92472904007450 2005-01-01 90.27462414267870 2005-02-01 91.11472819668279 2005-03-01 90.99984693838110 2005-04-01 92.59809383762541 2005-05-01 92.57314193156391 2005-06-01 91.80454211471951 2005-07-01 91.91241884940540 2005-08-01 91.80819005505430 2005-09-01 92.34156402564440 2005-10-01 92.16415831291809 2005-11-01 92.64268656469672 2005-12-01 93.08882736444040 2006-01-01 91.93804778612410 2006-02-01 92.44954526781429 2006-03-01 92.72687704136040 2006-04-01 92.32865135791010 2006-05-01 92.54688521089459 2006-06-01 92.23721109911470 2006-07-01 92.20286996172209 2006-08-01 92.28458887252658 2006-09-01 92.84453011941861 2006-10-01 92.76659477820870 2006-11-01 93.03088654449141 2006-12-01 93.35726910757710 2007-01-01 93.85954393019110 2007-02-01 94.03741816773380 2007-03-01 94.51023377872178 2007-04-01 93.97108198686140 2007-05-01 94.05420680692950 2007-06-01 94.16527660397330 2007-07-01 93.62743288076281 2007-08-01 93.78988309808771 2007-09-01 93.64247007338860 2007-10-01 93.60269199796400 2007-11-01 93.52824858271080 2007-12-01 93.69966455616900 2008-01-01 94.17203128885151 2008-02-01 93.79151924118830 2008-03-01 93.73004533112700 2008-04-01 93.41723492742140 2008-05-01 94.39067491511250 2008-06-01 93.74807627671949 2008-07-01 93.89783300103741 2008-08-01 93.80344097071729 2008-09-01 93.23209581170750 2008-10-01 93.65704216391760 2008-11-01 93.35856372903179 2008-12-01 93.10456276430000 2009-01-01 92.52675243106590 2009-02-01 92.26959384835251 2009-03-01 91.75688038235600 2009-04-01 91.69273823901291 2009-05-01 91.29282467708230 2009-06-01 91.23217055748908 2009-07-01 91.45688149078579 2009-08-01 90.86972560478279 2009-09-01 90.71189633113691 2009-10-01 90.87154025632240 2009-11-01 90.73870643430090 2009-12-01 90.54988477051960 2010-01-01 90.28729614885250 2010-02-01 90.24126835718460 2010-03-01 89.94888806518308 2010-04-01 90.22540601887800 2010-05-01 89.94435634521959 2010-06-01 90.20788698765890 2010-07-01 90.23376419990178 2010-08-01 90.24972528928300 2010-09-01 90.37927882860530 2010-10-01 90.38195824588242 2010-11-01 90.23620862757679 2010-12-01 89.99941073749590 2011-01-01 90.47411811242490 2011-02-01 90.08794319914949 2011-03-01 90.48490233184842 2011-04-01 90.11519039102450 2011-05-01 89.30614106960300 2011-06-01 90.98299736221490 2011-07-01 91.45900993614880 2011-08-01 91.28414509438860 2011-09-01 91.67821059233700 2011-10-01 91.24873373563541 2011-11-01 91.07149995118851 2011-12-01 91.05078586700100 2012-01-01 90.91921230584760 2012-02-01 91.16973495525428 2012-03-01 91.26840862609569 2012-04-01 91.60088603408630 2012-05-01 91.34672778967790 2012-06-01 90.93078880277860 2012-07-01 90.82807004319349 2012-08-01 90.88303037154431 2012-09-01 90.73066745425020 2012-10-01 90.62245030954610 2012-11-01 90.91459897229750 2012-12-01 91.28348194886030 2013-01-01 91.44743393383129 2013-02-01 91.49960394883270 2013-03-01 91.65958247474400 2013-04-01 91.44864535459000 2013-05-01 90.94336550344900 2013-06-01 91.58388246770691 2013-07-01 91.93185826122999 2013-08-01 92.35218706287641 2013-09-01 92.63866401283000 2013-10-01 92.30115742982120 2013-11-01 92.75894733499790 2013-12-01 92.68792603644920 2014-01-01 92.49831394726759 2014-02-01 92.58370039997610 2014-03-01 92.83616957649790 2014-04-01 92.80459498794590 2014-05-01 93.39304040564319 2014-06-01 93.94372595897590 2014-07-01 93.57199395326741 2014-08-01 93.47322227300700 2014-09-01 93.15374765183800 2014-10-01 93.83388039758750 2014-11-01 93.66250104793560 2014-12-01 93.88439882450090 2015-01-01 93.82791406752230 2015-02-01 94.28374407522150 2015-03-01 93.99882262810520 2015-04-01 94.46502365966690 2015-05-01 94.26799891473878 2015-06-01 94.67350756273309 2015-07-01 94.86776134968620 2015-08-01 94.72523454297679 2015-09-01 94.77355687252620 2015-10-01 95.32612807014891 2015-11-01 95.35475314184080 2015-12-01 95.48632536859640 2016-01-01 95.79967008161091 2016-02-01 96.00313610037479 2016-03-01 96.02488384092030 2016-04-01 96.95463168647870 2016-05-01 97.08123586234060 2016-06-01 95.90558830549670 2016-07-01 97.42865225309549 2016-08-01 97.56758364195320 2016-09-01 97.85225007836229 2016-10-01 97.38311474742520 2016-11-01 97.72785736603791 2016-12-01 97.19399402337250 2017-01-01 98.27925150166371 2017-02-01 98.74084220067720 2017-03-01 98.74981311798830 2017-04-01 97.94605123406141 2017-05-01 97.77726312547170 2017-06-01 97.76625398957898 2017-07-01 97.92907080687250 2017-08-01 98.10176945333660 2017-09-01 98.27208342398200 2017-10-01 98.76304883712660 2017-11-01 99.39327997872430 2017-12-01 98.98617475029920 2018-01-01 98.95578579236990 2018-02-01 99.19011623615070 2018-03-01 99.64681931983860 2018-04-01 99.64343629891191 2018-05-01 99.61256248825710 2018-06-01 100.29233738597200 2018-07-01 99.91205428733200 2018-08-01 99.99429309215880 2018-09-01 99.85450916872450 2018-10-01 100.22488798582899 2018-11-01 100.24585567829800 2018-12-01 100.15824610453801 2019-01-01 100.33377156160499 2019-02-01 99.94511555485501 2019-03-01 100.18343536808099 2019-04-01 100.01392070488701 2019-05-01 100.45601186408501 2019-06-01 100.09911783516199 2019-07-01 99.79539626850192 2019-08-01 100.07651558343700 2019-09-01 100.03972619597000 2019-10-01 99.80079419037871 2019-11-01 99.85730417706230 2019-12-01 99.94008829492991 2020-01-01 100.34515214369199 2020-02-01 100.61619769233299 2020-03-01 99.74357299858579 2020-04-01 78.94049421605580 2020-05-01 80.67835438112830 2020-06-01 85.80565752226210 2020-07-01 89.88808762037822 2020-08-01 90.42070535573420 2020-09-01 91.46952307250830 2020-10-01 92.79254380428921 2020-11-01 92.42106904019622 2020-12-01 90.42838811031120 2021-01-01 90.80974635894460 2021-02-01 92.86786362960870 2021-03-01 93.45426014222731 2021-04-01 93.34403351999730 2021-05-01 93.16184827424749 2021-06-01 93.67673432512258 2021-07-01 95.20467537511220 2021-08-01 95.05422084758110 2021-09-01 94.21567697452920 2021-10-01 96.03361463010022 2021-11-01 96.41972185657370 2021-12-01 96.84237901869258 2022-01-01 96.45575080671560 2022-02-01 97.34768106873501 2022-03-01 97.13498012684180 2022-04-01 97.84934951030340 2022-05-01 97.53696499949690 2022-06-01 97.95221207979169 2022-07-01 98.10399492087049 2022-08-01 97.55112352113760 2022-09-01 97.70430760255199 2022-10-01 97.36509040979700 2022-11-01 97.10764994836570 2022-12-01 97.44690984840159 2023-01-01 98.03514761636329 2023-02-01 97.81994381339760 2023-03-01 98.23483617567351 2023-04-01 98.26948918295330 2023-05-01 98.41754516280170 2023-06-01 98.88883231296431 2023-07-01 97.90593507855130 2023-08-01 97.85304718180470 2023-09-01 97.48569466080228 2023-10-01 97.69856033819080 2023-11-01 97.68601324094160 2023-12-01 97.76975926070980 2024-01-01 97.55748897573550 2024-02-01 97.72530873612140 2024-03-01 97.61820702890628