Table Data - All Employees: Education and Health Services: Private Education and Health Services in Kalamazoo-Portage, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Kalamazoo-Portage, MI (MSA) |
|---|---|
| Series ID | KALA026EDUH |
| 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 2025-11-01 |
| Last Updated | 2026-01-07 9:50 PM CST |
| 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 | 13.5599735026975 |
| 1990-02-01 | 13.6419355999627 |
| 1990-03-01 | 13.6526713239296 |
| 1990-04-01 | 13.8253667100557 |
| 1990-05-01 | 13.8200880899798 |
| 1990-06-01 | 13.8195847782756 |
| 1990-07-01 | 13.8119470238633 |
| 1990-08-01 | 13.8358312759676 |
| 1990-09-01 | 14.1025954001594 |
| 1990-10-01 | 14.3845396868975 |
| 1990-11-01 | 14.2807105975617 |
| 1990-12-01 | 14.4524453503179 |
| 1991-01-01 | 13.9614151771561 |
| 1991-02-01 | 14.1442203907260 |
| 1991-03-01 | 14.1532852240686 |
| 1991-04-01 | 14.3244784041780 |
| 1991-05-01 | 14.1173225963742 |
| 1991-06-01 | 14.1136600922575 |
| 1991-07-01 | 14.0063553249570 |
| 1991-08-01 | 14.0408318715842 |
| 1991-09-01 | 14.0093451112592 |
| 1991-10-01 | 13.9979311105164 |
| 1991-11-01 | 13.8974620351439 |
| 1991-12-01 | 13.9510822588227 |
| 1992-01-01 | 14.0539037791346 |
| 1992-02-01 | 14.1447595309523 |
| 1992-03-01 | 14.1493436469772 |
| 1992-04-01 | 14.1278085290883 |
| 1992-05-01 | 14.2121947003209 |
| 1992-06-01 | 14.3042920042119 |
| 1992-07-01 | 14.4869451168585 |
| 1992-08-01 | 14.4456496085792 |
| 1992-09-01 | 14.5179169052100 |
| 1992-10-01 | 14.5142849578143 |
| 1992-11-01 | 14.6121158017790 |
| 1992-12-01 | 14.5457120128894 |
| 1993-01-01 | 15.0528472152362 |
| 1993-02-01 | 15.0433208787171 |
| 1993-03-01 | 15.1541591875864 |
| 1993-04-01 | 15.0304641521780 |
| 1993-05-01 | 15.1026956539170 |
| 1993-06-01 | 15.0901405018945 |
| 1993-07-01 | 15.0590532672405 |
| 1993-08-01 | 15.1486769638975 |
| 1993-09-01 | 15.1235887381681 |
| 1993-10-01 | 15.3384794668248 |
| 1993-11-01 | 15.3285244807089 |
| 1993-12-01 | 15.4328604976604 |
| 1994-01-01 | 15.5610000329419 |
| 1994-02-01 | 15.6545704341724 |
| 1994-03-01 | 15.6624325730038 |
| 1994-04-01 | 15.8299154774616 |
| 1994-05-01 | 15.7831901840000 |
| 1994-06-01 | 15.8680537609342 |
| 1994-07-01 | 16.0449250612652 |
| 1994-08-01 | 15.8345679219362 |
| 1994-09-01 | 15.9275702406316 |
| 1994-10-01 | 15.8454304182173 |
| 1994-11-01 | 15.7596519382727 |
| 1994-12-01 | 16.0163854814880 |
| 1995-01-01 | 16.0901215623450 |
| 1995-02-01 | 15.9746136774984 |
| 1995-03-01 | 16.0899449353325 |
| 1995-04-01 | 15.8105455771482 |
| 1995-05-01 | 15.7581362227433 |
| 1995-06-01 | 15.6443109805967 |
| 1995-07-01 | 15.7343219446013 |
| 1995-08-01 | 15.6200803751627 |
| 1995-09-01 | 15.6250625082770 |
| 1995-10-01 | 15.4442618330606 |
| 1995-11-01 | 15.5841756342191 |
| 1995-12-01 | 15.4064568859657 |
| 1996-01-01 | 15.6224948604880 |
| 1996-02-01 | 15.6949202131776 |
| 1996-03-01 | 15.7057508730504 |
| 1996-04-01 | 15.6920771616133 |
| 1996-05-01 | 15.7431358741657 |
| 1996-06-01 | 15.7342694822403 |
| 1996-07-01 | 15.6366860091508 |
| 1996-08-01 | 15.6036974572512 |
| 1996-09-01 | 15.5293136427526 |
| 1996-10-01 | 15.4114781480331 |
| 1996-11-01 | 15.3926913136657 |
| 1996-12-01 | 15.3991188334235 |
| 1997-01-01 | 15.3611946303771 |
| 1997-02-01 | 15.3092750279827 |
| 1997-03-01 | 15.3017390878126 |
| 1997-04-01 | 15.3880036049804 |
| 1997-05-01 | 15.4383436609248 |
| 1997-06-01 | 15.5355905088732 |
| 1997-07-01 | 15.4487310078894 |
| 1997-08-01 | 15.7039427539319 |
| 1997-09-01 | 15.6297986732687 |
| 1997-10-01 | 15.6731846446724 |
| 1997-11-01 | 15.4722103712400 |
| 1997-12-01 | 15.5943914275395 |
| 1998-01-01 | 15.1923083634452 |
| 1998-02-01 | 15.2104051642033 |
| 1998-03-01 | 15.2821866504313 |
| 1998-04-01 | 15.5922983109051 |
| 1998-05-01 | 15.6479064337108 |
| 1998-06-01 | 15.6572504997121 |
| 1998-07-01 | 15.0686724488037 |
| 1998-08-01 | 14.9141708932052 |
| 1998-09-01 | 14.9354387300914 |
| 1998-10-01 | 14.9350108165992 |
| 1998-11-01 | 14.9425207569520 |
| 1998-12-01 | 15.0022789662846 |
| 1999-01-01 | 15.1059865988680 |
| 1999-02-01 | 15.3075792401727 |
| 1999-03-01 | 15.3560187944108 |
| 1999-04-01 | 15.3948490611811 |
| 1999-05-01 | 15.3539959791697 |
| 1999-06-01 | 15.3731654662948 |
| 1999-07-01 | 15.9025893531255 |
| 1999-08-01 | 15.7550111414885 |
| 1999-09-01 | 15.7465034022684 |
| 1999-10-01 | 16.1046732234813 |
| 1999-11-01 | 16.1851458614394 |
| 1999-12-01 | 16.2011810548675 |
| 2000-01-01 | 16.2157984441360 |
| 2000-02-01 | 16.1887085765318 |
| 2000-03-01 | 16.4244900269912 |
| 2000-04-01 | 16.1948814209070 |
| 2000-05-01 | 16.3545090601268 |
| 2000-06-01 | 16.3859051986854 |
| 2000-07-01 | 16.3348924214974 |
| 2000-08-01 | 16.5033912463571 |
| 2000-09-01 | 16.6650470303563 |
| 2000-10-01 | 16.5088042209249 |
| 2000-11-01 | 16.5555388976758 |
| 2000-12-01 | 16.8095412250988 |
| 2001-01-01 | 16.3929085086559 |
| 2001-02-01 | 16.4622881690196 |
| 2001-03-01 | 16.2807500302544 |
| 2001-04-01 | 16.3933053945118 |
| 2001-05-01 | 16.3420359046158 |
| 2001-06-01 | 16.3796318754252 |
| 2001-07-01 | 16.7781610053933 |
| 2001-08-01 | 16.7436505646883 |
| 2001-09-01 | 16.8610042813692 |
| 2001-10-01 | 17.0553561249092 |
| 2001-11-01 | 17.1560103760183 |
| 2001-12-01 | 17.1198413567816 |
| 2002-01-01 | 17.3756119748996 |
| 2002-02-01 | 17.3263935534754 |
| 2002-03-01 | 17.4383020922912 |
| 2002-04-01 | 18.1756909610547 |
| 2002-05-01 | 18.2172123509745 |
| 2002-06-01 | 18.3668228549187 |
| 2002-07-01 | 18.0276667558901 |
| 2002-08-01 | 17.8821828479501 |
| 2002-09-01 | 17.9448726813518 |
| 2002-10-01 | 18.3099022262277 |
| 2002-11-01 | 18.4807198202794 |
| 2002-12-01 | 18.4162895493573 |
| 2003-01-01 | 18.2567392789534 |
| 2003-02-01 | 18.3071586226742 |
| 2003-03-01 | 18.3040208574481 |
| 2003-04-01 | 18.3461786301801 |
| 2003-05-01 | 18.4914112645859 |
| 2003-06-01 | 18.5482236976108 |
| 2003-07-01 | 18.4617273886473 |
| 2003-08-01 | 18.5151235291272 |
| 2003-09-01 | 18.5155285767621 |
| 2003-10-01 | 18.3739659533498 |
| 2003-11-01 | 18.6305369816901 |
| 2003-12-01 | 18.9058202552399 |
| 2004-01-01 | 19.3528840584382 |
| 2004-02-01 | 19.3843651567655 |
| 2004-03-01 | 19.4703112771100 |
| 2004-04-01 | 19.5141172044243 |
| 2004-05-01 | 19.2791336390437 |
| 2004-06-01 | 19.5463823352346 |
| 2004-07-01 | 19.9948198589771 |
| 2004-08-01 | 19.7481857573020 |
| 2004-09-01 | 19.6934591258652 |
| 2004-10-01 | 19.4067590911750 |
| 2004-11-01 | 19.4689801810099 |
| 2004-12-01 | 19.4814534330324 |
| 2005-01-01 | 19.6399626429675 |
| 2005-02-01 | 19.7737323816513 |
| 2005-03-01 | 19.9502643042760 |
| 2005-04-01 | 19.8994912146501 |
| 2005-05-01 | 19.9847640818455 |
| 2005-06-01 | 19.9673649236021 |
| 2005-07-01 | 19.8948259561197 |
| 2005-08-01 | 19.9579177634137 |
| 2005-09-01 | 20.2705011274652 |
| 2005-10-01 | 20.1137032230406 |
| 2005-11-01 | 20.1856775621306 |
| 2005-12-01 | 20.2488254177596 |
| 2006-01-01 | 19.8306840162223 |
| 2006-02-01 | 19.8635328587964 |
| 2006-03-01 | 19.8544377651977 |
| 2006-04-01 | 19.9984841045716 |
| 2006-05-01 | 20.0112112041779 |
| 2006-06-01 | 20.1022288340061 |
| 2006-07-01 | 20.1905455789318 |
| 2006-08-01 | 20.1730670432592 |
| 2006-09-01 | 20.2713159229580 |
| 2006-10-01 | 20.2804450323078 |
| 2006-11-01 | 20.2699439139202 |
| 2006-12-01 | 20.3118316075349 |
| 2007-01-01 | 20.4157073862908 |
| 2007-02-01 | 20.4691179859909 |
| 2007-03-01 | 20.4870004360365 |
| 2007-04-01 | 20.4042125744225 |
| 2007-05-01 | 20.3407615321422 |
| 2007-06-01 | 20.3257756599430 |
| 2007-07-01 | 20.3836520927324 |
| 2007-08-01 | 20.3853402301808 |
| 2007-09-01 | 20.2955587318673 |
| 2007-10-01 | 20.5272180446726 |
| 2007-11-01 | 20.3305512448154 |
| 2007-12-01 | 20.3767536066078 |
| 2008-01-01 | 20.3978827710280 |
| 2008-02-01 | 20.4819106551251 |
| 2008-03-01 | 20.5331262250113 |
| 2008-04-01 | 20.6243302252454 |
| 2008-05-01 | 20.7697925340357 |
| 2008-06-01 | 20.7328035938839 |
| 2008-07-01 | 20.8843843067828 |
| 2008-08-01 | 20.8922657702152 |
| 2008-09-01 | 20.9240259763609 |
| 2008-10-01 | 20.9747845471664 |
| 2008-11-01 | 20.9850958858579 |
| 2008-12-01 | 21.0430950199751 |
| 2009-01-01 | 21.0830000189885 |
| 2009-02-01 | 21.0967066591564 |
| 2009-03-01 | 21.0848389544205 |
| 2009-04-01 | 21.0400005313792 |
| 2009-05-01 | 20.9884755404437 |
| 2009-06-01 | 21.0364507002758 |
| 2009-07-01 | 20.9783814522445 |
| 2009-08-01 | 20.9806058436253 |
| 2009-09-01 | 20.9390834712108 |
| 2009-10-01 | 21.3387415068242 |
| 2009-11-01 | 21.1611466166006 |
| 2009-12-01 | 21.1372291549142 |
| 2010-01-01 | 21.2731333815322 |
| 2010-02-01 | 21.1051479088073 |
| 2010-03-01 | 21.0155398145875 |
| 2010-04-01 | 21.0516578718753 |
| 2010-05-01 | 20.9994446537733 |
| 2010-06-01 | 21.0366377733480 |
| 2010-07-01 | 20.9775583206917 |
| 2010-08-01 | 20.9693856269410 |
| 2010-09-01 | 20.9440890910432 |
| 2010-10-01 | 21.1139265249102 |
| 2010-11-01 | 20.9461317518533 |
| 2010-12-01 | 20.9461602608502 |
| 2011-01-01 | 20.8767001400433 |
| 2011-02-01 | 20.8140108264709 |
| 2011-03-01 | 20.7359168675692 |
| 2011-04-01 | 20.9538822586180 |
| 2011-05-01 | 20.8978726462837 |
| 2011-06-01 | 21.2300755789048 |
| 2011-07-01 | 21.4822102741472 |
| 2011-08-01 | 21.3667232268771 |
| 2011-09-01 | 21.4408768288998 |
| 2011-10-01 | 21.3015920423062 |
| 2011-11-01 | 21.3400259743676 |
| 2011-12-01 | 21.2594666031183 |
| 2012-01-01 | 20.8921233506756 |
| 2012-02-01 | 21.1168067438681 |
| 2012-03-01 | 21.0323546793191 |
| 2012-04-01 | 21.0494758761080 |
| 2012-05-01 | 20.9950220567707 |
| 2012-06-01 | 20.8267629187983 |
| 2012-07-01 | 20.7660046130633 |
| 2012-08-01 | 20.7460401045233 |
| 2012-09-01 | 20.7329017423159 |
| 2012-10-01 | 20.8073175487388 |
| 2012-11-01 | 20.7573162157126 |
| 2012-12-01 | 20.8914590481089 |
| 2013-01-01 | 21.0125940345795 |
| 2013-02-01 | 21.1172397211162 |
| 2013-03-01 | 21.1175158389989 |
| 2013-04-01 | 21.1311928224549 |
| 2013-05-01 | 20.8805598066496 |
| 2013-06-01 | 21.1241593821805 |
| 2013-07-01 | 21.2665595399429 |
| 2013-08-01 | 21.2474203535498 |
| 2013-09-01 | 21.1280761344756 |
| 2013-10-01 | 21.3153954734244 |
| 2013-11-01 | 21.4700362281179 |
| 2013-12-01 | 21.1205526166397 |
| 2014-01-01 | 21.1266722672569 |
| 2014-02-01 | 21.1085872079297 |
| 2014-03-01 | 21.0955491096988 |
| 2014-04-01 | 20.9103590831309 |
| 2014-05-01 | 20.9662552501995 |
| 2014-06-01 | 21.0210005803309 |
| 2014-07-01 | 20.8600675313886 |
| 2014-08-01 | 20.8404004892784 |
| 2014-09-01 | 20.9255846204239 |
| 2014-10-01 | 20.8370291964488 |
| 2014-11-01 | 20.9930852971522 |
| 2014-12-01 | 21.0601007260274 |
| 2015-01-01 | 20.9238471234404 |
| 2015-02-01 | 20.9940817136037 |
| 2015-03-01 | 21.0751055525882 |
| 2015-04-01 | 21.2912244652872 |
| 2015-05-01 | 21.1495843051637 |
| 2015-06-01 | 21.1080406035461 |
| 2015-07-01 | 21.2754369787983 |
| 2015-08-01 | 21.3565537251075 |
| 2015-09-01 | 21.3235937367035 |
| 2015-10-01 | 21.3598209242224 |
| 2015-11-01 | 21.3003160607330 |
| 2015-12-01 | 21.3828985354278 |
| 2016-01-01 | 21.4162728575534 |
| 2016-02-01 | 21.3797565590330 |
| 2016-03-01 | 21.4534275337789 |
| 2016-04-01 | 21.5817891892426 |
| 2016-05-01 | 21.5369910935493 |
| 2016-06-01 | 21.6062638982322 |
| 2016-07-01 | 21.6889378816229 |
| 2016-08-01 | 21.6691551833954 |
| 2016-09-01 | 21.7261004106781 |
| 2016-10-01 | 21.7733187316191 |
| 2016-11-01 | 21.8014976603869 |
| 2016-12-01 | 21.8039198106796 |
| 2017-01-01 | 21.8950509091203 |
| 2017-02-01 | 22.1549096780828 |
| 2017-03-01 | 22.0397231116714 |
| 2017-04-01 | 22.1862502015494 |
| 2017-05-01 | 22.3365510119539 |
| 2017-06-01 | 22.4121328072501 |
| 2017-07-01 | 22.3949833754505 |
| 2017-08-01 | 22.5938646681077 |
| 2017-09-01 | 22.7292495423868 |
| 2017-10-01 | 22.6702964693319 |
| 2017-11-01 | 22.7992565617266 |
| 2017-12-01 | 22.8104482815261 |
| 2018-01-01 | 22.9736238641393 |
| 2018-02-01 | 23.0254015556071 |
| 2018-03-01 | 23.0325744684051 |
| 2018-04-01 | 23.0016712930778 |
| 2018-05-01 | 23.0526985674730 |
| 2018-06-01 | 23.0328828630331 |
| 2018-07-01 | 22.8787330778470 |
| 2018-08-01 | 22.8968232094867 |
| 2018-09-01 | 22.9398821061436 |
| 2018-10-01 | 22.9555009548806 |
| 2018-11-01 | 23.0990319268838 |
| 2018-12-01 | 23.2131132533705 |
| 2019-01-01 | 23.2536843496207 |
| 2019-02-01 | 23.3012531666003 |
| 2019-03-01 | 23.5372622671080 |
| 2019-04-01 | 23.5324501612601 |
| 2019-05-01 | 23.7831525887976 |
| 2019-06-01 | 23.5450917427585 |
| 2019-07-01 | 23.6542616571332 |
| 2019-08-01 | 23.6963344063856 |
| 2019-09-01 | 23.7412903198023 |
| 2019-10-01 | 24.0405596749313 |
| 2019-11-01 | 24.0880391010336 |
| 2019-12-01 | 24.0942237858416 |
| 2020-01-01 | 24.4589628857873 |
| 2020-02-01 | 24.4968786587821 |
| 2020-03-01 | 24.4515380457037 |
| 2020-04-01 | 21.9602246904424 |
| 2020-05-01 | 21.5116760454706 |
| 2020-06-01 | 22.2495115400484 |
| 2020-07-01 | 22.8007998137676 |
| 2020-08-01 | 22.8603133103368 |
| 2020-09-01 | 23.1434478355641 |
| 2020-10-01 | 23.4353782467483 |
| 2020-11-01 | 23.1940885803411 |
| 2020-12-01 | 23.3803636645393 |
| 2021-01-01 | 23.4753979358461 |
| 2021-02-01 | 23.5136811938522 |
| 2021-03-01 | 23.5843197162282 |
| 2021-04-01 | 23.6787514791600 |
| 2021-05-01 | 23.6311262675899 |
| 2021-06-01 | 23.6417033694200 |
| 2021-07-01 | 23.7622985799794 |
| 2021-08-01 | 23.7338638125331 |
| 2021-09-01 | 23.5382552342608 |
| 2021-10-01 | 23.7388165635066 |
| 2021-11-01 | 23.7915669257540 |
| 2021-12-01 | 23.8684405311130 |
| 2022-01-01 | 23.9038722581137 |
| 2022-02-01 | 23.9416636742968 |
| 2022-03-01 | 24.0191010600723 |
| 2022-04-01 | 23.7823246148607 |
| 2022-05-01 | 24.0277508402632 |
| 2022-06-01 | 24.3165165542405 |
| 2022-07-01 | 24.0244146590697 |
| 2022-08-01 | 24.0997655077542 |
| 2022-09-01 | 24.2428904153486 |
| 2022-10-01 | 24.0600213993176 |
| 2022-11-01 | 24.0908983204956 |
| 2022-12-01 | 24.0655219022471 |
| 2023-01-01 | 24.0324392240580 |
| 2023-02-01 | 24.0714285286217 |
| 2023-03-01 | 24.0421899750686 |
| 2023-04-01 | 24.0786249902531 |
| 2023-05-01 | 24.1057947320407 |
| 2023-06-01 | 24.1814301519414 |
| 2023-07-01 | 24.2093233915357 |
| 2023-08-01 | 24.1739184029722 |
| 2023-09-01 | 24.2441475750461 |
| 2023-10-01 | 24.2879042857922 |
| 2023-11-01 | 24.2919837114840 |
| 2023-12-01 | 24.3664224474981 |
| 2024-01-01 | 24.2542583902929 |
| 2024-02-01 | 24.2008971279037 |
| 2024-03-01 | 24.3529392993498 |
| 2024-04-01 | 24.3662834347045 |
| 2024-05-01 | 24.4800593034975 |
| 2024-06-01 | 24.6519899536454 |
| 2024-07-01 | 24.3002340728729 |
| 2024-08-01 | 24.5668826479534 |
| 2024-09-01 | 24.4556983599675 |
| 2024-10-01 | 24.5052976945879 |
| 2024-11-01 | 24.5905899676973 |
| 2024-12-01 | 24.5681684150912 |
| 2025-01-01 | 24.7721296027037 |
| 2025-02-01 | 24.7153263343208 |
| 2025-03-01 | 24.7568718905596 |
| 2025-04-01 | 24.8605162894152 |
| 2025-05-01 | 24.8592728413969 |
| 2025-06-01 | 24.9337483593951 |
| 2025-07-01 | 25.0025480071018 |
| 2025-08-01 | 24.9657159128235 |
| 2025-09-01 | 24.9603636485942 |
| 2025-10-01 | 24.9121954917544 |
| 2025-11-01 | 24.9921134006254 |