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 2024-10-01 |
| Last Updated | 2024-11-20 5:21 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 | 6.6041025207892600 |
| 1990-02-01 | 6.5983428151817600 |
| 1990-03-01 | 6.4399178272399600 |
| 1990-04-01 | 6.4890078465629810 |
| 1990-05-01 | 6.2640508769323800 |
| 1990-06-01 | 6.4127895381339000 |
| 1990-07-01 | 6.4278655418960895 |
| 1990-08-01 | 6.5163974189087910 |
| 1990-09-01 | 6.4881374537785605 |
| 1990-10-01 | 6.5642065404570100 |
| 1990-11-01 | 6.5426682239849600 |
| 1990-12-01 | 6.5548736984215100 |
| 1991-01-01 | 6.4035459225197810 |
| 1991-02-01 | 6.3922029663281790 |
| 1991-03-01 | 6.4325603578727400 |
| 1991-04-01 | 6.4957629181818700 |
| 1991-05-01 | 6.6606302831825900 |
| 1991-06-01 | 6.5161520021712100 |
| 1991-07-01 | 6.6326759537859300 |
| 1991-08-01 | 6.6308703123082395 |
| 1991-09-01 | 6.5967701626188000 |
| 1991-10-01 | 6.4538432685675500 |
| 1991-11-01 | 6.4332604429722310 |
| 1991-12-01 | 6.5507302479675800 |
| 1992-01-01 | 6.7025310163294400 |
| 1992-02-01 | 6.6858751078371500 |
| 1992-03-01 | 6.7120593893679100 |
| 1992-04-01 | 6.6097248859559590 |
| 1992-05-01 | 6.5627374106835110 |
| 1992-06-01 | 6.6243758563039100 |
| 1992-07-01 | 6.5381005637850400 |
| 1992-08-01 | 6.5530965165535090 |
| 1992-09-01 | 6.6071185396280400 |
| 1992-10-01 | 6.5401878672196600 |
| 1992-11-01 | 6.5237446189047095 |
| 1992-12-01 | 6.5511924300616595 |
| 1993-01-01 | 6.5923346045255710 |
| 1993-02-01 | 6.5651069582709600 |
| 1993-03-01 | 6.6829303766846900 |
| 1993-04-01 | 7.0296045792381390 |
| 1993-05-01 | 7.0799519403316200 |
| 1993-06-01 | 7.0350402089536900 |
| 1993-07-01 | 7.0482479243498490 |
| 1993-08-01 | 7.0752059855139100 |
| 1993-09-01 | 7.1116978748672500 |
| 1993-10-01 | 7.2239005033856900 |
| 1993-11-01 | 7.2102821288780500 |
| 1993-12-01 | 7.2538821311114800 |
| 1994-01-01 | 7.1827408277826300 |
| 1994-02-01 | 7.2490538214576700 |
| 1994-03-01 | 7.1597770480922005 |
| 1994-04-01 | 7.0445411695085300 |
| 1994-05-01 | 7.0949775871692400 |
| 1994-06-01 | 7.0504224903781790 |
| 1994-07-01 | 6.8510380659734110 |
| 1994-08-01 | 6.9887703037047400 |
| 1994-09-01 | 7.0160114194860000 |
| 1994-10-01 | 7.1114395517807605 |
| 1994-11-01 | 7.2010909015108700 |
| 1994-12-01 | 7.3638290097881400 |
| 1995-01-01 | 6.9716426688560000 |
| 1995-02-01 | 6.9252648844964300 |
| 1995-03-01 | 6.9475737524333505 |
| 1995-04-01 | 6.8535661531434500 |
| 1995-05-01 | 6.7129020457189110 |
| 1995-06-01 | 6.6712334886179290 |
| 1995-07-01 | 6.8542416528088000 |
| 1995-08-01 | 6.8865651812786200 |
| 1995-09-01 | 6.9094612850122500 |
| 1995-10-01 | 7.0020325534933500 |
| 1995-11-01 | 6.9917102415760800 |
| 1995-12-01 | 7.0800092625160500 |
| 1996-01-01 | 7.1672567390977600 |
| 1996-02-01 | 7.2163025809517505 |
| 1996-03-01 | 7.2471416843445800 |
| 1996-04-01 | 7.2467451024191100 |
| 1996-05-01 | 7.2227471904773095 |
| 1996-06-01 | 7.2955252340600190 |
| 1996-07-01 | 7.2517211973817100 |
| 1996-08-01 | 7.2691698277050400 |
| 1996-09-01 | 7.3029700451798000 |
| 1996-10-01 | 7.1992257776201000 |
| 1996-11-01 | 7.2916254338489290 |
| 1996-12-01 | 7.3017787594533900 |
| 1997-01-01 | 7.3588156255975110 |
| 1997-02-01 | 7.4057221688378890 |
| 1997-03-01 | 7.4539783008903800 |
| 1997-04-01 | 7.4355944492373800 |
| 1997-05-01 | 7.5319961981552690 |
| 1997-06-01 | 7.5064036592174200 |
| 1997-07-01 | 7.5600034992580790 |
| 1997-08-01 | 7.6559924634576900 |
| 1997-09-01 | 7.3929855748529400 |
| 1997-10-01 | 7.0996969446235900 |
| 1997-11-01 | 7.2946057557379700 |
| 1997-12-01 | 7.2105723551559400 |
| 1998-01-01 | 7.6502914798126100 |
| 1998-02-01 | 7.5933176894864600 |
| 1998-03-01 | 7.5632434308747000 |
| 1998-04-01 | 7.6308809879682400 |
| 1998-05-01 | 7.6409260229260200 |
| 1998-06-01 | 7.5107002363664900 |
| 1998-07-01 | 7.6739295876676210 |
| 1998-08-01 | 7.8593936621413100 |
| 1998-09-01 | 7.8856630973131800 |
| 1998-10-01 | 7.8945835803561400 |
| 1998-11-01 | 7.7912142111684000 |
| 1998-12-01 | 7.8961970030448600 |
| 1999-01-01 | 8.0478267478012100 |
| 1999-02-01 | 8.0759761454164800 |
| 1999-03-01 | 8.1636640415995000 |
| 1999-04-01 | 8.3414833031683690 |
| 1999-05-01 | 8.4573866851769510 |
| 1999-06-01 | 8.3116687440965490 |
| 1999-07-01 | 8.3986934849845300 |
| 1999-08-01 | 8.4858628916819680 |
| 1999-09-01 | 8.3688186777550580 |
| 1999-10-01 | 8.4828108836077600 |
| 1999-11-01 | 8.4825281658881520 |
| 1999-12-01 | 8.4624709491253790 |
| 2000-01-01 | 8.5433675554597500 |
| 2000-02-01 | 8.5577627661584010 |
| 2000-03-01 | 8.5555334747503200 |
| 2000-04-01 | 8.6683862396679700 |
| 2000-05-01 | 8.6902368056979700 |
| 2000-06-01 | 8.8100552302439910 |
| 2000-07-01 | 8.7212960686757100 |
| 2000-08-01 | 8.7157344289113200 |
| 2000-09-01 | 8.6482675103695500 |
| 2000-10-01 | 8.7677841847040200 |
| 2000-11-01 | 8.7707325799319290 |
| 2000-12-01 | 8.9231276470620510 |
| 2001-01-01 | 8.9385271107487100 |
| 2001-02-01 | 9.0461210832297700 |
| 2001-03-01 | 9.1432083932969000 |
| 2001-04-01 | 8.9024212554731310 |
| 2001-05-01 | 8.9258352816130610 |
| 2001-06-01 | 9.0094121506756100 |
| 2001-07-01 | 8.8432131633569000 |
| 2001-08-01 | 9.4456769722953900 |
| 2001-09-01 | 9.2155672188892300 |
| 2001-10-01 | 9.1484279463758800 |
| 2001-11-01 | 9.2600740740704300 |
| 2001-12-01 | 9.1843852821784200 |
| 2002-01-01 | 9.0418568107353000 |
| 2002-02-01 | 9.0398548941435200 |
| 2002-03-01 | 9.1386871552087410 |
| 2002-04-01 | 9.0380407600972800 |
| 2002-05-01 | 9.0616107972233600 |
| 2002-06-01 | 9.0123239689609900 |
| 2002-07-01 | 8.8550740535412100 |
| 2002-08-01 | 8.9641996826433800 |
| 2002-09-01 | 9.1725103505843200 |
| 2002-10-01 | 9.2244047442979620 |
| 2002-11-01 | 9.2364459329580290 |
| 2002-12-01 | 9.3528023054778700 |
| 2003-01-01 | 9.4625294419234100 |
| 2003-02-01 | 9.4615331545509010 |
| 2003-03-01 | 9.4486742599351320 |
| 2003-04-01 | 9.3589446142848100 |
| 2003-05-01 | 9.4783707380208000 |
| 2003-06-01 | 9.6260169832943500 |
| 2003-07-01 | 9.5644496396964200 |
| 2003-08-01 | 9.5666109303980990 |
| 2003-09-01 | 9.4249891262853300 |
| 2003-10-01 | 9.3933537318224300 |
| 2003-11-01 | 9.4061129362355200 |
| 2003-12-01 | 9.4272256816888010 |
| 2004-01-01 | 9.5941209968754500 |
| 2004-02-01 | 9.6046247254430600 |
| 2004-03-01 | 9.6807233316573900 |
| 2004-04-01 | 9.6669248699276800 |
| 2004-05-01 | 9.1840478817973300 |
| 2004-06-01 | 9.1391587515987600 |
| 2004-07-01 | 9.2644649786400800 |
| 2004-08-01 | 9.3393036857022200 |
| 2004-09-01 | 9.5906552901652410 |
| 2004-10-01 | 9.5707181596542700 |
| 2004-11-01 | 9.5693703259446900 |
| 2004-12-01 | 9.2049888237087800 |
| 2005-01-01 | 9.7307193350800100 |
| 2005-02-01 | 9.9649941856768600 |
| 2005-03-01 | 10.0227623615777000 |
| 2005-04-01 | 10.1695526765333020 |
| 2005-05-01 | 9.6755621663940710 |
| 2005-06-01 | 9.8475118433411310 |
| 2005-07-01 | 9.8571531124446700 |
| 2005-08-01 | 9.7991291350548700 |
| 2005-09-01 | 9.9750384881681700 |
| 2005-10-01 | 9.9513651604815810 |
| 2005-11-01 | 9.9382237850228500 |
| 2005-12-01 | 9.8776739116247600 |
| 2006-01-01 | 9.6732833551711190 |
| 2006-02-01 | 9.7239182170127400 |
| 2006-03-01 | 9.6646566705613800 |
| 2006-04-01 | 9.6698357118763200 |
| 2006-05-01 | 9.6729248540967900 |
| 2006-06-01 | 9.4432775653657310 |
| 2006-07-01 | 9.5403292075908300 |
| 2006-08-01 | 9.5535283991293910 |
| 2006-09-01 | 9.5714157253527300 |
| 2006-10-01 | 9.5453648894641090 |
| 2006-11-01 | 9.6124801088357900 |
| 2006-12-01 | 9.5518039430039100 |
| 2007-01-01 | 9.5114709123214710 |
| 2007-02-01 | 9.4761493392458600 |
| 2007-03-01 | 9.4002586615342400 |
| 2007-04-01 | 9.5728309975827410 |
| 2007-05-01 | 9.6682734869317600 |
| 2007-06-01 | 9.5324114803557100 |
| 2007-07-01 | 9.6186373789030010 |
| 2007-08-01 | 9.7106434582682800 |
| 2007-09-01 | 9.6761934393444000 |
| 2007-10-01 | 9.6478343697564300 |
| 2007-11-01 | 9.7035554653108600 |
| 2007-12-01 | 9.7284119790478400 |
| 2008-01-01 | 9.7391027050264610 |
| 2008-02-01 | 9.7127283804112210 |
| 2008-03-01 | 9.7267977764698590 |
| 2008-04-01 | 9.6761603738303810 |
| 2008-05-01 | 9.7745953792218000 |
| 2008-06-01 | 9.8143963912329200 |
| 2008-07-01 | 9.7927546349009900 |
| 2008-08-01 | 9.7682192057228000 |
| 2008-09-01 | 9.6850413638506080 |
| 2008-10-01 | 9.7642252237546100 |
| 2008-11-01 | 9.7102847516105600 |
| 2008-12-01 | 9.7135303824077300 |
| 2009-01-01 | 9.6449064317315600 |
| 2009-02-01 | 9.6294081639690390 |
| 2009-03-01 | 9.7474894845880100 |
| 2009-04-01 | 9.6832940584592800 |
| 2009-05-01 | 9.5847318811262200 |
| 2009-06-01 | 9.5983457511540990 |
| 2009-07-01 | 9.5668070892308690 |
| 2009-08-01 | 9.5371607562952310 |
| 2009-09-01 | 9.4925017510579100 |
| 2009-10-01 | 9.6779561548358900 |
| 2009-11-01 | 9.5276533085029900 |
| 2009-12-01 | 9.5078352506069610 |
| 2010-01-01 | 9.5467278672016800 |
| 2010-02-01 | 9.6317535575073490 |
| 2010-03-01 | 9.5576363366870610 |
| 2010-04-01 | 9.5790276824512600 |
| 2010-05-01 | 9.5981198711341100 |
| 2010-06-01 | 9.7825193068562000 |
| 2010-07-01 | 9.5509049529633110 |
| 2010-08-01 | 9.5248000269314890 |
| 2010-09-01 | 9.4966816494860700 |
| 2010-10-01 | 9.3906334801075900 |
| 2010-11-01 | 9.3452528011945600 |
| 2010-12-01 | 9.4123313619834100 |
| 2011-01-01 | 9.2399420187657900 |
| 2011-02-01 | 9.3253454295887490 |
| 2011-03-01 | 9.3641546114416800 |
| 2011-04-01 | 9.3658978692466500 |
| 2011-05-01 | 9.3990433742995520 |
| 2011-06-01 | 9.4714433276635900 |
| 2011-07-01 | 9.5444440200332400 |
| 2011-08-01 | 9.6284913963580800 |
| 2011-09-01 | 9.6982555462839390 |
| 2011-10-01 | 9.7072878402695400 |
| 2011-11-01 | 9.8632133750501100 |
| 2011-12-01 | 9.8281857120768500 |
| 2012-01-01 | 9.8326153949253500 |
| 2012-02-01 | 9.7145291386869400 |
| 2012-03-01 | 9.6529809324824200 |
| 2012-04-01 | 9.6394694422794900 |
| 2012-05-01 | 9.5891580757797100 |
| 2012-06-01 | 9.6712272394493300 |
| 2012-07-01 | 9.7450498850160000 |
| 2012-08-01 | 9.7437055814672210 |
| 2012-09-01 | 9.7036186122904600 |
| 2012-10-01 | 9.7273185216121900 |
| 2012-11-01 | 9.6777330164828110 |
| 2012-12-01 | 9.6510782766288000 |
| 2013-01-01 | 9.6238966616490100 |
| 2013-02-01 | 9.6021486710471300 |
| 2013-03-01 | 9.5363683956435600 |
| 2013-04-01 | 9.5077236482944500 |
| 2013-05-01 | 9.4639254083197700 |
| 2013-06-01 | 9.4761371873079300 |
| 2013-07-01 | 9.3436620039954200 |
| 2013-08-01 | 9.3625523748696600 |
| 2013-09-01 | 9.3182327234555600 |
| 2013-10-01 | 9.3441103640963300 |
| 2013-11-01 | 9.2951398341856690 |
| 2013-12-01 | 9.2826838243201300 |
| 2014-01-01 | 9.2265962946580800 |
| 2014-02-01 | 9.1847864502129900 |
| 2014-03-01 | 9.2086568659710900 |
| 2014-04-01 | 9.2740183920796900 |
| 2014-05-01 | 9.3337292722844700 |
| 2014-06-01 | 8.9813480937440900 |
| 2014-07-01 | 9.0412128002422200 |
| 2014-08-01 | 8.9736475436916000 |
| 2014-09-01 | 9.0368293412954390 |
| 2014-10-01 | 8.9653075572587900 |
| 2014-11-01 | 8.9123444781301700 |
| 2014-12-01 | 9.0123006644963100 |
| 2015-01-01 | 9.1383849198046310 |
| 2015-02-01 | 9.1680789632411900 |
| 2015-03-01 | 9.1889707328510610 |
| 2015-04-01 | 9.1448293180767800 |
| 2015-05-01 | 9.0968679530491300 |
| 2015-06-01 | 9.0805844702140100 |
| 2015-07-01 | 9.1324795366035900 |
| 2015-08-01 | 9.0763957747059300 |
| 2015-09-01 | 9.1510821134665700 |
| 2015-10-01 | 9.1931912645988000 |
| 2015-11-01 | 9.2390125434688690 |
| 2015-12-01 | 9.2388789785680390 |
| 2016-01-01 | 9.2492597284260190 |
| 2016-02-01 | 9.2452468005957400 |
| 2016-03-01 | 9.2713234923972900 |
| 2016-04-01 | 9.3321611574103300 |
| 2016-05-01 | 9.3739636848649290 |
| 2016-06-01 | 9.2737582919832800 |
| 2016-07-01 | 9.3147371243945100 |
| 2016-08-01 | 9.3687350098860000 |
| 2016-09-01 | 9.3654643538814390 |
| 2016-10-01 | 9.5221059007704200 |
| 2016-11-01 | 9.4608535810275600 |
| 2016-12-01 | 9.3539104706772400 |
| 2017-01-01 | 9.4518777207650300 |
| 2017-02-01 | 9.5303595623060300 |
| 2017-03-01 | 9.5659384003565700 |
| 2017-04-01 | 9.5367871813131500 |
| 2017-05-01 | 9.5655445274413700 |
| 2017-06-01 | 9.5600562394791190 |
| 2017-07-01 | 9.5895066345740610 |
| 2017-08-01 | 9.6526164031794900 |
| 2017-09-01 | 9.5764344479128400 |
| 2017-10-01 | 9.4445839919458700 |
| 2017-11-01 | 9.4854686990538400 |
| 2017-12-01 | 9.4649500075193700 |
| 2018-01-01 | 9.2526861298304810 |
| 2018-02-01 | 9.2086009950392410 |
| 2018-03-01 | 9.3596179408762410 |
| 2018-04-01 | 9.4569348363435900 |
| 2018-05-01 | 9.4750826923630000 |
| 2018-06-01 | 9.4392678501424300 |
| 2018-07-01 | 9.3648818388489100 |
| 2018-08-01 | 9.3374918499459600 |
| 2018-09-01 | 9.3882373084432700 |
| 2018-10-01 | 9.3598597386797600 |
| 2018-11-01 | 9.3011254452660500 |
| 2018-12-01 | 9.2692698921518800 |
| 2019-01-01 | 9.5474650079834500 |
| 2019-02-01 | 9.5945857065028390 |
| 2019-03-01 | 9.7586496916765900 |
| 2019-04-01 | 9.4753123233856090 |
| 2019-05-01 | 9.5905009100084300 |
| 2019-06-01 | 9.6167320922016320 |
| 2019-07-01 | 9.6485545187883400 |
| 2019-08-01 | 9.6324702701626800 |
| 2019-09-01 | 9.5983707018921000 |
| 2019-10-01 | 9.6639969903321400 |
| 2019-11-01 | 9.7167500184443900 |
| 2019-12-01 | 9.6727389057551500 |
| 2020-01-01 | 9.7349164305721310 |
| 2020-02-01 | 9.6727890287763910 |
| 2020-03-01 | 9.7522040958862310 |
| 2020-04-01 | 8.8956075996387510 |
| 2020-05-01 | 8.9145556250647500 |
| 2020-06-01 | 9.1068544278635900 |
| 2020-07-01 | 9.2368102686305600 |
| 2020-08-01 | 9.3332584681403800 |
| 2020-09-01 | 9.4124800496840000 |
| 2020-10-01 | 9.3572767769651500 |
| 2020-11-01 | 9.3142596236264400 |
| 2020-12-01 | 9.4717292414646700 |
| 2021-01-01 | 9.4215948580089400 |
| 2021-02-01 | 9.5638398697139000 |
| 2021-03-01 | 9.5494335871150900 |
| 2021-04-01 | 9.5060381066539710 |
| 2021-05-01 | 9.5356665394027700 |
| 2021-06-01 | 9.5102742334336300 |
| 2021-07-01 | 9.4354075753358000 |
| 2021-08-01 | 9.3353372922345290 |
| 2021-09-01 | 9.3191719194363800 |
| 2021-10-01 | 9.3419003098224200 |
| 2021-11-01 | 9.3082773260148810 |
| 2021-12-01 | 9.2675111212321180 |
| 2022-01-01 | 9.3177433820379800 |
| 2022-02-01 | 9.2567517287925000 |
| 2022-03-01 | 9.2451608899247400 |
| 2022-04-01 | 9.3125351146441700 |
| 2022-05-01 | 9.4495490461685700 |
| 2022-06-01 | 9.3229280559879800 |
| 2022-07-01 | 9.2385825006630000 |
| 2022-08-01 | 9.3377370264664700 |
| 2022-09-01 | 9.3217669056906090 |
| 2022-10-01 | 9.4280282390027690 |
| 2022-11-01 | 9.3946866894269900 |
| 2022-12-01 | 9.4622307918718800 |
| 2023-01-01 | 9.5155336340242390 |
| 2023-02-01 | 9.5620344366445800 |
| 2023-03-01 | 9.5479663116846500 |
| 2023-04-01 | 9.5079229468716700 |
| 2023-05-01 | 9.5544680833634700 |
| 2023-06-01 | 9.5354118266869100 |
| 2023-07-01 | 9.7467104919957700 |
| 2023-08-01 | 9.7409408589312000 |
| 2023-09-01 | 9.7185278467481790 |
| 2023-10-01 | 9.7164311942422400 |
| 2023-11-01 | 9.7887771608946500 |
| 2023-12-01 | 9.7576855675492600 |
| 2024-01-01 | 9.7134102748030000 |
| 2024-02-01 | 9.6644498153123600 |
| 2024-03-01 | 9.7493599036076800 |
| 2024-04-01 | 9.8058474643257800 |
| 2024-05-01 | 9.7565834091416500 |
| 2024-06-01 | 9.7473510144568000 |
| 2024-07-01 | 9.7502990924331310 |
| 2024-08-01 | 9.7417901204175000 |
| 2024-09-01 | 9.8169259301543500 |
| 2024-10-01 | 9.8104721794377500 |
