Table Data - All Employees: Education and Health Services: Private Education and Health Services in Niles-Benton Harbor, MI (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Niles-Benton Harbor, MI (MSA) |
|---|---|
| Series ID | NILE626EDUH |
| 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 2024-12-01 |
| Last Updated | 2025-01-29 5:46 AM 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 | 6.6041026632500710 |
| 1990-02-01 | 6.5983429317349700 |
| 1990-03-01 | 6.4399178608502900 |
| 1990-04-01 | 6.4890071458440590 |
| 1990-05-01 | 6.2640500084732400 |
| 1990-06-01 | 6.4127894864404810 |
| 1990-07-01 | 6.4278655266971200 |
| 1990-08-01 | 6.5163974743640900 |
| 1990-09-01 | 6.4881375956364590 |
| 1990-10-01 | 6.5642068454491000 |
| 1990-11-01 | 6.5426687362476700 |
| 1990-12-01 | 6.5548740081166190 |
| 1991-01-01 | 6.4035461218633500 |
| 1991-02-01 | 6.3922031462658800 |
| 1991-03-01 | 6.4325604502456700 |
| 1991-04-01 | 6.4957619974319805 |
| 1991-05-01 | 6.6606294245251200 |
| 1991-06-01 | 6.5161519741106800 |
| 1991-07-01 | 6.6326759128000700 |
| 1991-08-01 | 6.6308703346131095 |
| 1991-09-01 | 6.5967702348758600 |
| 1991-10-01 | 6.4538434661455410 |
| 1991-11-01 | 6.4332613224231700 |
| 1991-12-01 | 6.5507307056731110 |
| 1992-01-01 | 6.7025311819889010 |
| 1992-02-01 | 6.6858752850027800 |
| 1992-03-01 | 6.7120594877580700 |
| 1992-04-01 | 6.6097236884353100 |
| 1992-05-01 | 6.5627364200125005 |
| 1992-06-01 | 6.6243756528139100 |
| 1992-07-01 | 6.5381005099341300 |
| 1992-08-01 | 6.5530966013194800 |
| 1992-09-01 | 6.6071187302042810 |
| 1992-10-01 | 6.5401881919574410 |
| 1992-11-01 | 6.5237460697252310 |
| 1992-12-01 | 6.5511931449559110 |
| 1993-01-01 | 6.5923346847416700 |
| 1993-02-01 | 6.5651069103431800 |
| 1993-03-01 | 6.6829301395290710 |
| 1993-04-01 | 7.0296029466311300 |
| 1993-05-01 | 7.0799506519329105 |
| 1993-06-01 | 7.0350396176390300 |
| 1993-07-01 | 7.0482478407856500 |
| 1993-08-01 | 7.0752063415720800 |
| 1993-09-01 | 7.1116985817305010 |
| 1993-10-01 | 7.2239014141103490 |
| 1993-11-01 | 7.2102845106398890 |
| 1993-12-01 | 7.2538833007073090 |
| 1994-01-01 | 7.1827407487610810 |
| 1994-02-01 | 7.2490532296449510 |
| 1994-03-01 | 7.1597759989737110 |
| 1994-04-01 | 7.0445386539306300 |
| 1994-05-01 | 7.0949754789570500 |
| 1994-06-01 | 7.0504210770271500 |
| 1994-07-01 | 6.8510376828481100 |
| 1994-08-01 | 6.9887714815938200 |
| 1994-09-01 | 7.0160130418522100 |
| 1994-10-01 | 7.1114416089205506 |
| 1994-11-01 | 7.2010957206515990 |
| 1994-12-01 | 7.3638336627951600 |
| 1995-01-01 | 6.9716395159669100 |
| 1995-02-01 | 6.9252620172694690 |
| 1995-03-01 | 6.9475710752754810 |
| 1995-04-01 | 6.8535628203227100 |
| 1995-05-01 | 6.7128993942637600 |
| 1995-06-01 | 6.6712303464180005 |
| 1995-07-01 | 6.8542410364488490 |
| 1995-08-01 | 6.8865692077721100 |
| 1995-09-01 | 6.9094635995071600 |
| 1995-10-01 | 7.0020354579153710 |
| 1995-11-01 | 6.9917176987928290 |
| 1995-12-01 | 7.0800182877537905 |
| 1996-01-01 | 7.1672500537706190 |
| 1996-02-01 | 7.2162970268609700 |
| 1996-03-01 | 7.2471370959268295 |
| 1996-04-01 | 7.2467409383482100 |
| 1996-05-01 | 7.2227433954707690 |
| 1996-06-01 | 7.2955206046342900 |
| 1996-07-01 | 7.2517206852636390 |
| 1996-08-01 | 7.2691769518548800 |
| 1996-09-01 | 7.3029731950186690 |
| 1996-10-01 | 7.1992295970983310 |
| 1996-11-01 | 7.2916350392331600 |
| 1996-12-01 | 7.3017918452110990 |
| 1997-01-01 | 7.3588053794872400 |
| 1997-02-01 | 7.4057138951002010 |
| 1997-03-01 | 7.4539719013167405 |
| 1997-04-01 | 7.4355897928295605 |
| 1997-05-01 | 7.5319920479371200 |
| 1997-06-01 | 7.5063970892307110 |
| 1997-07-01 | 7.5600044164795710 |
| 1997-08-01 | 7.6560032611976300 |
| 1997-09-01 | 7.3929876212542000 |
| 1997-10-01 | 7.0997017578564110 |
| 1997-11-01 | 7.2946158355637410 |
| 1997-12-01 | 7.2105863718625310 |
| 1998-01-01 | 7.6502807664177315 |
| 1998-02-01 | 7.5933083222771300 |
| 1998-03-01 | 7.5632358515073100 |
| 1998-04-01 | 7.6308757470288210 |
| 1998-05-01 | 7.6409207622744200 |
| 1998-06-01 | 7.5106914308012490 |
| 1998-07-01 | 7.6739316304983700 |
| 1998-08-01 | 7.8594132772664290 |
| 1998-09-01 | 7.8856614275459100 |
| 1998-10-01 | 7.8945871306206800 |
| 1998-11-01 | 7.7912246468056200 |
| 1998-12-01 | 7.8962098664975890 |
| 1999-01-01 | 8.0478155595025990 |
| 1999-02-01 | 8.0759664550021000 |
| 1999-03-01 | 8.1636564309974600 |
| 1999-04-01 | 8.3414784060318610 |
| 1999-05-01 | 8.4573816953128200 |
| 1999-06-01 | 8.3116581474320400 |
| 1999-07-01 | 8.3986956722529900 |
| 1999-08-01 | 8.4858924534574500 |
| 1999-09-01 | 8.3688122580795010 |
| 1999-10-01 | 8.4828118930571100 |
| 1999-11-01 | 8.4825368538229700 |
| 1999-12-01 | 8.4624793573699900 |
| 2000-01-01 | 8.5433586068417700 |
| 2000-02-01 | 8.5577542238718700 |
| 2000-03-01 | 8.5555259762499900 |
| 2000-04-01 | 8.6683880023049600 |
| 2000-05-01 | 8.6902300898881400 |
| 2000-06-01 | 8.8100433010495290 |
| 2000-07-01 | 8.7212961411624600 |
| 2000-08-01 | 8.7157699700041100 |
| 2000-09-01 | 8.6482575062106300 |
| 2000-10-01 | 8.7677820558597010 |
| 2000-11-01 | 8.7707391630111910 |
| 2000-12-01 | 8.9231311440783680 |
| 2001-01-01 | 8.9385217914933000 |
| 2001-02-01 | 9.0461157660110200 |
| 2001-03-01 | 9.1432029057771700 |
| 2001-04-01 | 8.9024306273561590 |
| 2001-05-01 | 8.9258279038375790 |
| 2001-06-01 | 9.0093986992829010 |
| 2001-07-01 | 8.8432084775819710 |
| 2001-08-01 | 9.4457076982510380 |
| 2001-09-01 | 9.2155610022371100 |
| 2001-10-01 | 9.1484210291281200 |
| 2001-11-01 | 9.2600748996511400 |
| 2001-12-01 | 9.1843902110340880 |
| 2002-01-01 | 9.0418550671183300 |
| 2002-02-01 | 9.0398543819502400 |
| 2002-03-01 | 9.1386881787762000 |
| 2002-04-01 | 9.0380660657982510 |
| 2002-05-01 | 9.0615929083293000 |
| 2002-06-01 | 9.0123042887844800 |
| 2002-07-01 | 8.8550619229057510 |
| 2002-08-01 | 8.9642213640039610 |
| 2002-09-01 | 9.1725103098810000 |
| 2002-10-01 | 9.2243943599312700 |
| 2002-11-01 | 9.2364446069336100 |
| 2002-12-01 | 9.3528137876340200 |
| 2003-01-01 | 9.4625279083027400 |
| 2003-02-01 | 9.4615383740162890 |
| 2003-03-01 | 9.4486836804699200 |
| 2003-04-01 | 9.3589804365481300 |
| 2003-05-01 | 9.4783444421390790 |
| 2003-06-01 | 9.6259904716477780 |
| 2003-07-01 | 9.5644304898157110 |
| 2003-08-01 | 9.5666181746936410 |
| 2003-09-01 | 9.4249976614141090 |
| 2003-10-01 | 9.3933419132507300 |
| 2003-11-01 | 9.4061093386398210 |
| 2003-12-01 | 9.4272458134070400 |
| 2004-01-01 | 9.5941195895621100 |
| 2004-02-01 | 9.6046349165170200 |
| 2004-03-01 | 9.6807413166910500 |
| 2004-04-01 | 9.6669714088465600 |
| 2004-05-01 | 9.1840070091940300 |
| 2004-06-01 | 9.1391275016787500 |
| 2004-07-01 | 9.2644428460409900 |
| 2004-08-01 | 9.3392979201163900 |
| 2004-09-01 | 9.5906679033869620 |
| 2004-10-01 | 9.5707094153541100 |
| 2004-11-01 | 9.5693683756904500 |
| 2004-12-01 | 9.2050126841435500 |
| 2005-01-01 | 9.7307189542166410 |
| 2005-02-01 | 9.9650079788957900 |
| 2005-03-01 | 10.0227843888607000 |
| 2005-04-01 | 10.1695972490423010 |
| 2005-05-01 | 9.6755169514870510 |
| 2005-06-01 | 9.8474809848620790 |
| 2005-07-01 | 9.8571321374049300 |
| 2005-08-01 | 9.7991136562024380 |
| 2005-09-01 | 9.9750536445020300 |
| 2005-10-01 | 9.9513590948081500 |
| 2005-11-01 | 9.9382219047390700 |
| 2005-12-01 | 9.8776990977933200 |
| 2006-01-01 | 9.6732834781268600 |
| 2006-02-01 | 9.7239318680469200 |
| 2006-03-01 | 9.6646818408727200 |
| 2006-04-01 | 9.6698767836329620 |
| 2006-05-01 | 9.6728749266294300 |
| 2006-06-01 | 9.4432494757808010 |
| 2006-07-01 | 9.5403126610630600 |
| 2006-08-01 | 9.5535144792354300 |
| 2006-09-01 | 9.5714262037328900 |
| 2006-10-01 | 9.5453630999432900 |
| 2006-11-01 | 9.6124815610862900 |
| 2006-12-01 | 9.5518233407702890 |
| 2007-01-01 | 9.5114707917296100 |
| 2007-02-01 | 9.4761604225648200 |
| 2007-03-01 | 9.4002807145106100 |
| 2007-04-01 | 9.5728591121282700 |
| 2007-05-01 | 9.6682340119477600 |
| 2007-06-01 | 9.5323910540864300 |
| 2007-07-01 | 9.6186263974316800 |
| 2007-08-01 | 9.7106344949917100 |
| 2007-09-01 | 9.6761982065080600 |
| 2007-10-01 | 9.6478345095894800 |
| 2007-11-01 | 9.7035573432027800 |
| 2007-12-01 | 9.7284242091281090 |
| 2008-01-01 | 9.7391022369050000 |
| 2008-02-01 | 9.7127346973536900 |
| 2008-03-01 | 9.7268152219746900 |
| 2008-04-01 | 9.6761793449857890 |
| 2008-05-01 | 9.7745662732819200 |
| 2008-06-01 | 9.8143856443593820 |
| 2008-07-01 | 9.7927496488399100 |
| 2008-08-01 | 9.7682154283240390 |
| 2008-09-01 | 9.6850403307115700 |
| 2008-10-01 | 9.7642268716161600 |
| 2008-11-01 | 9.7102856798507000 |
| 2008-12-01 | 9.7135344830084610 |
| 2009-01-01 | 9.6449047723576900 |
| 2009-02-01 | 9.6294086346177900 |
| 2009-03-01 | 9.7475023515296600 |
| 2009-04-01 | 9.6833014315922410 |
| 2009-05-01 | 9.5847263900965190 |
| 2009-06-01 | 9.5983421868535900 |
| 2009-07-01 | 9.5668053401361800 |
| 2009-08-01 | 9.5371588966005710 |
| 2009-09-01 | 9.4924993497906200 |
| 2009-10-01 | 9.6779539064043200 |
| 2009-11-01 | 9.5276480403101900 |
| 2009-12-01 | 9.5078346251844900 |
| 2010-01-01 | 9.5467230327590400 |
| 2010-02-01 | 9.6317494607161900 |
| 2010-03-01 | 9.5576504859319100 |
| 2010-04-01 | 9.5790314618800600 |
| 2010-05-01 | 9.5981318271043300 |
| 2010-06-01 | 9.7825209480539710 |
| 2010-07-01 | 9.5509068321731300 |
| 2010-08-01 | 9.5247997571827110 |
| 2010-09-01 | 9.4966779060701100 |
| 2010-10-01 | 9.3906261292420900 |
| 2010-11-01 | 9.3452393903978200 |
| 2010-12-01 | 9.4123232370090000 |
| 2011-01-01 | 9.2399309530623200 |
| 2011-02-01 | 9.3253369344152800 |
| 2011-03-01 | 9.3641678315710610 |
| 2011-04-01 | 9.3659181968132880 |
| 2011-05-01 | 9.3990683639451320 |
| 2011-06-01 | 9.4714453544603480 |
| 2011-07-01 | 9.5444489495026500 |
| 2011-08-01 | 9.6284951129919100 |
| 2011-09-01 | 9.6982597870867400 |
| 2011-10-01 | 9.7072930933606000 |
| 2011-11-01 | 9.8631097963263500 |
| 2011-12-01 | 9.8281960315681190 |
| 2012-01-01 | 9.8326225517096600 |
| 2012-02-01 | 9.7145374662541090 |
| 2012-03-01 | 9.6529784184225500 |
| 2012-04-01 | 9.6395221275876300 |
| 2012-05-01 | 9.5891902651260300 |
| 2012-06-01 | 9.6712303482060200 |
| 2012-07-01 | 9.7450484344225500 |
| 2012-08-01 | 9.7436951075703600 |
| 2012-09-01 | 9.7036113156420290 |
| 2012-10-01 | 9.7273255771192600 |
| 2012-11-01 | 9.6775438437946000 |
| 2012-12-01 | 9.6511246610880700 |
| 2013-01-01 | 9.6239483739261800 |
| 2013-02-01 | 9.6021969379263600 |
| 2013-03-01 | 9.5363624861797400 |
| 2013-04-01 | 9.5078148617423000 |
| 2013-05-01 | 9.4639646146338910 |
| 2013-06-01 | 9.4761332528738200 |
| 2013-07-01 | 9.3436387291637300 |
| 2013-08-01 | 9.3625091772954490 |
| 2013-09-01 | 9.3181844252107500 |
| 2013-10-01 | 9.3439596370010600 |
| 2013-11-01 | 9.2948216940894000 |
| 2013-12-01 | 9.2830583445400900 |
| 2014-01-01 | 9.2266797410763210 |
| 2014-02-01 | 9.1848821480922890 |
| 2014-03-01 | 9.2086648882233390 |
| 2014-04-01 | 9.2741440838660000 |
| 2014-05-01 | 9.3337684146585900 |
| 2014-06-01 | 8.9813302423864400 |
| 2014-07-01 | 9.0411353349147310 |
| 2014-08-01 | 8.9736122215477300 |
| 2014-09-01 | 9.0366418818375000 |
| 2014-10-01 | 8.9648835587937100 |
| 2014-11-01 | 8.9118170813128690 |
| 2014-12-01 | 9.0127772036684800 |
| 2015-01-01 | 9.1390736634566300 |
| 2015-02-01 | 9.1684099853811710 |
| 2015-03-01 | 9.1888722808460290 |
| 2015-04-01 | 9.1448957135657310 |
| 2015-05-01 | 9.0968530467683600 |
| 2015-06-01 | 9.0805098615163010 |
| 2015-07-01 | 9.1323212617625300 |
| 2015-08-01 | 9.0763734893245380 |
| 2015-09-01 | 9.1507813218612120 |
| 2015-10-01 | 9.1925122509292700 |
| 2015-11-01 | 9.2382176768563400 |
| 2015-12-01 | 9.2394373746186000 |
| 2016-01-01 | 9.2504952328630300 |
| 2016-02-01 | 9.2456732306054010 |
| 2016-03-01 | 9.2711115643331800 |
| 2016-04-01 | 9.3329315293432100 |
| 2016-05-01 | 9.3736439012230800 |
| 2016-06-01 | 9.2734338122556300 |
| 2016-07-01 | 9.3143853177749700 |
| 2016-08-01 | 9.3686772591439800 |
| 2016-09-01 | 9.3650387900430300 |
| 2016-10-01 | 9.5213175180130510 |
| 2016-11-01 | 9.4599520486380510 |
| 2016-12-01 | 9.3542742799977300 |
| 2017-01-01 | 9.4536925098812110 |
| 2017-02-01 | 9.5309164548308900 |
| 2017-03-01 | 9.5657004690885600 |
| 2017-04-01 | 9.5383492381922300 |
| 2017-05-01 | 9.5645221202186700 |
| 2017-06-01 | 9.5595732581812800 |
| 2017-07-01 | 9.5890469185069800 |
| 2017-08-01 | 9.6524953028165200 |
| 2017-09-01 | 9.5759525692510300 |
| 2017-10-01 | 9.4437401144731510 |
| 2017-11-01 | 9.4849027118426100 |
| 2017-12-01 | 9.4652465927004000 |
| 2018-01-01 | 9.2544173992643400 |
| 2018-02-01 | 9.2090223544386500 |
| 2018-03-01 | 9.3594375901025390 |
| 2018-04-01 | 9.4593290327582700 |
| 2018-05-01 | 9.4733862553775200 |
| 2018-06-01 | 9.4386854577265700 |
| 2018-07-01 | 9.3643899759623910 |
| 2018-08-01 | 9.3373673296434720 |
| 2018-09-01 | 9.3877459024235090 |
| 2018-10-01 | 9.3591294309817200 |
| 2018-11-01 | 9.3010119747284710 |
| 2018-12-01 | 9.2692462194390300 |
| 2019-01-01 | 9.5491682560645300 |
| 2019-02-01 | 9.5949537487195700 |
| 2019-03-01 | 9.7584512139714500 |
| 2019-04-01 | 9.4776682381970510 |
| 2019-05-01 | 9.5880235777657500 |
| 2019-06-01 | 9.6161202344905800 |
| 2019-07-01 | 9.6493376611016990 |
| 2019-08-01 | 9.6322082124355800 |
| 2019-09-01 | 9.5978379592546400 |
| 2019-10-01 | 9.6633387978203500 |
| 2019-11-01 | 9.7169838691812110 |
| 2019-12-01 | 9.6724761906404000 |
| 2020-01-01 | 9.7359129435835710 |
| 2020-02-01 | 9.6731257191216800 |
| 2020-03-01 | 9.7520199428980900 |
| 2020-04-01 | 8.8979669783591610 |
| 2020-05-01 | 8.9118743128722100 |
| 2020-06-01 | 9.1043636418335800 |
| 2020-07-01 | 9.2411425834775380 |
| 2020-08-01 | 9.3328273102150180 |
| 2020-09-01 | 9.4117534111235500 |
| 2020-10-01 | 9.3564755458400700 |
| 2020-11-01 | 9.3143388684234400 |
| 2020-12-01 | 9.4709705010889500 |
| 2021-01-01 | 9.4216523259879300 |
| 2021-02-01 | 9.5653519591859900 |
| 2021-03-01 | 9.5489573423418300 |
| 2021-04-01 | 9.5073440317714700 |
| 2021-05-01 | 9.5329357972934900 |
| 2021-06-01 | 9.5061994925408210 |
| 2021-07-01 | 9.4437404222754600 |
| 2021-08-01 | 9.3355059458172890 |
| 2021-09-01 | 9.3193839824465100 |
| 2021-10-01 | 9.3395637574817900 |
| 2021-11-01 | 9.3059823825767000 |
| 2021-12-01 | 9.2671190113319000 |
| 2022-01-01 | 9.3171545062476700 |
| 2022-02-01 | 9.2595994721591400 |
| 2022-03-01 | 9.2444118353997600 |
| 2022-04-01 | 9.3127549866322890 |
| 2022-05-01 | 9.4475941422123920 |
| 2022-06-01 | 9.3176240212840900 |
| 2022-07-01 | 9.2502438380043210 |
| 2022-08-01 | 9.3393890208695800 |
| 2022-09-01 | 9.3238122903568700 |
| 2022-10-01 | 9.4231436136045890 |
| 2022-11-01 | 9.3883635060083400 |
| 2022-12-01 | 9.4610412955319300 |
| 2023-01-01 | 9.5152170218815500 |
| 2023-02-01 | 9.5667724842269900 |
| 2023-03-01 | 9.5470060791123400 |
| 2023-04-01 | 9.5070886302778810 |
| 2023-05-01 | 9.5532301536663300 |
| 2023-06-01 | 9.5303508590051890 |
| 2023-07-01 | 9.7604953061808590 |
| 2023-08-01 | 9.7444376041521590 |
| 2023-09-01 | 9.7230240842533000 |
| 2023-10-01 | 9.7086219244689910 |
| 2023-11-01 | 9.7774793674371310 |
| 2023-12-01 | 9.7553683412392100 |
| 2024-01-01 | 9.7137692423786890 |
| 2024-02-01 | 9.6704536764072900 |
| 2024-03-01 | 9.7486468677885510 |
| 2024-04-01 | 9.8051899362675390 |
| 2024-05-01 | 9.7564337320590900 |
| 2024-06-01 | 9.7422969500217700 |
| 2024-07-01 | 9.7659783646325800 |
| 2024-08-01 | 9.7471177104212590 |
| 2024-09-01 | 9.8235885008921320 |
| 2024-10-01 | 9.9007510455341610 |
| 2024-11-01 | 9.8654586785269700 |
| 2024-12-01 | 9.8511151064351790 |
