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 2024-07-01 |
| Last Updated | 2024-08-17 6:11 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 | 6.6041033299117800 |
| 1990-02-01 | 6.5983434349042200 |
| 1990-03-01 | 6.4399180071459400 |
| 1990-04-01 | 6.4890038104813900 |
| 1990-05-01 | 6.2640458395456910 |
| 1990-06-01 | 6.4127892293206505 |
| 1990-07-01 | 6.4278654461425490 |
| 1990-08-01 | 6.5163977372754600 |
| 1990-09-01 | 6.4881382784406900 |
| 1990-10-01 | 6.5642083463798500 |
| 1990-11-01 | 6.5426712534510200 |
| 1990-12-01 | 6.5548754810485600 |
| 1991-01-01 | 6.4035470569059300 |
| 1991-02-01 | 6.3922039416934200 |
| 1991-03-01 | 6.4325608812091100 |
| 1991-04-01 | 6.4957576012733190 |
| 1991-05-01 | 6.6606253211623200 |
| 1991-06-01 | 6.5161518474276106 |
| 1991-07-01 | 6.6326757052560100 |
| 1991-08-01 | 6.6308704377991990 |
| 1991-09-01 | 6.5967705690178800 |
| 1991-10-01 | 6.4538444232243390 |
| 1991-11-01 | 6.4332656722656205 |
| 1991-12-01 | 6.5507328810093090 |
| 1992-01-01 | 6.7025319242567100 |
| 1992-02-01 | 6.6858760330110300 |
| 1992-03-01 | 6.7120599185017090 |
| 1992-04-01 | 6.6097179053935190 |
| 1992-05-01 | 6.5627317902028300 |
| 1992-06-01 | 6.6243748333613710 |
| 1992-07-01 | 6.5381001604731300 |
| 1992-08-01 | 6.5530969515832105 |
| 1992-09-01 | 6.6071195900715010 |
| 1992-10-01 | 6.5401897163641800 |
| 1992-11-01 | 6.5237532217318890 |
| 1992-12-01 | 6.5511965438998600 |
| 1993-01-01 | 6.5923349919522000 |
| 1993-02-01 | 6.5651066084185490 |
| 1993-03-01 | 6.6829290241504500 |
| 1993-04-01 | 7.0295950955000800 |
| 1993-05-01 | 7.0799447406348490 |
| 1993-06-01 | 7.0350370407119810 |
| 1993-07-01 | 7.0482471583842000 |
| 1993-08-01 | 7.0752078137304700 |
| 1993-09-01 | 7.1117017823220300 |
| 1993-10-01 | 7.2239056604907095 |
| 1993-11-01 | 7.2102961611344700 |
| 1993-12-01 | 7.2538888561450900 |
| 1994-01-01 | 7.1827402544212005 |
| 1994-02-01 | 7.2490504359623396 |
| 1994-03-01 | 7.1597712693113100 |
| 1994-04-01 | 7.0445268922625010 |
| 1994-05-01 | 7.0949660276463100 |
| 1994-06-01 | 7.0504147805661390 |
| 1994-07-01 | 6.8510353924057800 |
| 1994-08-01 | 6.9887754093159495 |
| 1994-09-01 | 7.0160205178882995 |
| 1994-10-01 | 7.1114512458729290 |
| 1994-11-01 | 7.2011194487807595 |
| 1994-12-01 | 7.3638566333702400 |
| 1995-01-01 | 6.9716232171578390 |
| 1995-02-01 | 6.9252479903116200 |
| 1995-03-01 | 6.9475589982660800 |
| 1995-04-01 | 6.8535480944949905 |
| 1995-05-01 | 6.7128888683285600 |
| 1995-06-01 | 6.6712170830583210 |
| 1995-07-01 | 6.8542399054479900 |
| 1995-08-01 | 6.8865770490317310 |
| 1995-09-01 | 6.9094764577743100 |
| 1995-10-01 | 7.0020507068957600 |
| 1995-11-01 | 6.9917545175452105 |
| 1995-12-01 | 7.0800623662531700 |
| 1996-01-01 | 7.1672157160356700 |
| 1996-02-01 | 7.2162693438352300 |
| 1996-03-01 | 7.2471153881544100 |
| 1996-04-01 | 7.2467220045802900 |
| 1996-05-01 | 7.2227365514445100 |
| 1996-06-01 | 7.2954999067858300 |
| 1996-07-01 | 7.2517207989001300 |
| 1996-08-01 | 7.2691886239617690 |
| 1996-09-01 | 7.3029911869572310 |
| 1996-10-01 | 7.1992501498251910 |
| 1996-11-01 | 7.2916824464617800 |
| 1996-12-01 | 7.3018558343342010 |
| 1997-01-01 | 7.3587533020774900 |
| 1997-02-01 | 7.4056732070479000 |
| 1997-03-01 | 7.4539416532225400 |
| 1997-04-01 | 7.4355681823149204 |
| 1997-05-01 | 7.5319913089727310 |
| 1997-06-01 | 7.5063718739846400 |
| 1997-07-01 | 7.5600080719124800 |
| 1997-08-01 | 7.6560181195036900 |
| 1997-09-01 | 7.3930073560407700 |
| 1997-10-01 | 7.0997251448593700 |
| 1997-11-01 | 7.2946640369367000 |
| 1997-12-01 | 7.2106544107479404 |
| 1998-01-01 | 7.6502270658356800 |
| 1998-02-01 | 7.5932625987762400 |
| 1998-03-01 | 7.5632011322576200 |
| 1998-04-01 | 7.6308525031692300 |
| 1998-05-01 | 7.6409253701347300 |
| 1998-06-01 | 7.5106659883511700 |
| 1998-07-01 | 7.6739367904754605 |
| 1998-08-01 | 7.8594317768685900 |
| 1998-09-01 | 7.8856777976398895 |
| 1998-10-01 | 7.8946085899217810 |
| 1998-11-01 | 7.7912710356934200 |
| 1998-12-01 | 7.8962761388957200 |
| 1999-01-01 | 8.0477624602162300 |
| 1999-02-01 | 8.0759201090904500 |
| 1999-03-01 | 8.1636228029677810 |
| 1999-04-01 | 8.3414582908709800 |
| 1999-05-01 | 8.4573897840150400 |
| 1999-06-01 | 8.3116357853387900 |
| 1999-07-01 | 8.3987041337463700 |
| 1999-08-01 | 8.4859139351296110 |
| 1999-09-01 | 8.3688218186639300 |
| 1999-10-01 | 8.4828271613609300 |
| 1999-11-01 | 8.4825725524148300 |
| 1999-12-01 | 8.4625278719581520 |
| 2000-01-01 | 8.5433212452138400 |
| 2000-02-01 | 8.5577168855078800 |
| 2000-03-01 | 8.5554984272215700 |
| 2000-04-01 | 8.6683703640850100 |
| 2000-05-01 | 8.6902404309175400 |
| 2000-06-01 | 8.8100275827466000 |
| 2000-07-01 | 8.7213047562861300 |
| 2000-08-01 | 8.7157923663828600 |
| 2000-09-01 | 8.6482601452935800 |
| 2000-10-01 | 8.7677897879255600 |
| 2000-11-01 | 8.7707618496211910 |
| 2000-12-01 | 8.9231568307771900 |
| 2001-01-01 | 8.9385010630819300 |
| 2001-02-01 | 9.0460914545918690 |
| 2001-03-01 | 9.1431858308207300 |
| 2001-04-01 | 8.9024196371587400 |
| 2001-05-01 | 8.9258333289925280 |
| 2001-06-01 | 9.0093903078719500 |
| 2001-07-01 | 8.8432177264548810 |
| 2001-08-01 | 9.4457298108881510 |
| 2001-09-01 | 9.2155549712268900 |
| 2001-10-01 | 9.1484259656980900 |
| 2001-11-01 | 9.2600866821710600 |
| 2001-12-01 | 9.1843889200093400 |
| 2002-01-01 | 9.0418528498051200 |
| 2002-02-01 | 9.0398430926183700 |
| 2002-03-01 | 9.1386789408131310 |
| 2002-04-01 | 9.0380562111895000 |
| 2002-05-01 | 9.0615967156608900 |
| 2002-06-01 | 9.0123037195128110 |
| 2002-07-01 | 8.8550699724128810 |
| 2002-08-01 | 8.9642428248052410 |
| 2002-09-01 | 9.1724977976627400 |
| 2002-10-01 | 9.2243972125741410 |
| 2002-11-01 | 9.2364535427093800 |
| 2002-12-01 | 9.3528001954850100 |
| 2003-01-01 | 9.4625289933337110 |
| 2003-02-01 | 9.4615324103752300 |
| 2003-03-01 | 9.4486791368184500 |
| 2003-04-01 | 9.3589728022811200 |
| 2003-05-01 | 9.4783479465518100 |
| 2003-06-01 | 9.6259946525255000 |
| 2003-07-01 | 9.5644395726741600 |
| 2003-08-01 | 9.5666376725401000 |
| 2003-09-01 | 9.4249819642719290 |
| 2003-10-01 | 9.3933453773515900 |
| 2003-11-01 | 9.4061169772064710 |
| 2003-12-01 | 9.4272250358095800 |
| 2004-01-01 | 9.5941222335170100 |
| 2004-02-01 | 9.6046309792336000 |
| 2004-03-01 | 9.6807365812232300 |
| 2004-04-01 | 9.6669597939618600 |
| 2004-05-01 | 9.1840188237110200 |
| 2004-06-01 | 9.1391354891375100 |
| 2004-07-01 | 9.2644514889831300 |
| 2004-08-01 | 9.3393130583706400 |
| 2004-09-01 | 9.5906541331836600 |
| 2004-10-01 | 9.5707122705442900 |
| 2004-11-01 | 9.5693732519492800 |
| 2004-12-01 | 9.2049905355561990 |
| 2005-01-01 | 9.7307214565033590 |
| 2005-02-01 | 9.9650048665124200 |
| 2005-03-01 | 10.0227800348632000 |
| 2005-04-01 | 10.1695857136171000 |
| 2005-05-01 | 9.6755316698985600 |
| 2005-06-01 | 9.8474900005484200 |
| 2005-07-01 | 9.8571400364934200 |
| 2005-08-01 | 9.7991243325320810 |
| 2005-09-01 | 9.9750413188197400 |
| 2005-10-01 | 9.9513632361411890 |
| 2005-11-01 | 9.9382261657677800 |
| 2005-12-01 | 9.8776777651985500 |
| 2006-01-01 | 9.6732865620724600 |
| 2006-02-01 | 9.7239286829991000 |
| 2006-03-01 | 9.6646754270247200 |
| 2006-04-01 | 9.6698631025668200 |
| 2006-05-01 | 9.6728943902178700 |
| 2006-06-01 | 9.4432586906021800 |
| 2006-07-01 | 9.5403189763866000 |
| 2006-08-01 | 9.5535217977781600 |
| 2006-09-01 | 9.5714175727812110 |
| 2006-10-01 | 9.5453648579799810 |
| 2006-11-01 | 9.6124838434631190 |
| 2006-12-01 | 9.5518081275465190 |
| 2007-01-01 | 9.5114733326626700 |
| 2007-02-01 | 9.4761573764350380 |
| 2007-03-01 | 9.4002744307225190 |
| 2007-04-01 | 9.5728478242443400 |
| 2007-05-01 | 9.6682505400632300 |
| 2007-06-01 | 9.5323978494079200 |
| 2007-07-01 | 9.6186306426592500 |
| 2007-08-01 | 9.7106391189909900 |
| 2007-09-01 | 9.6761939020158100 |
| 2007-10-01 | 9.6478350708089800 |
| 2007-11-01 | 9.7035590486131800 |
| 2007-12-01 | 9.7284152649467500 |
| 2008-01-01 | 9.7391040709642200 |
| 2008-02-01 | 9.7127324993924400 |
| 2008-03-01 | 9.7268092812478810 |
| 2008-04-01 | 9.6761694619943000 |
| 2008-05-01 | 9.7745793337102100 |
| 2008-06-01 | 9.8143892738134000 |
| 2008-07-01 | 9.7927514549638400 |
| 2008-08-01 | 9.7682171961618010 |
| 2008-09-01 | 9.6850404275613800 |
| 2008-10-01 | 9.7642262986395200 |
| 2008-11-01 | 9.7102871155726200 |
| 2008-12-01 | 9.7135325051153800 |
| 2009-01-01 | 9.6449070082960700 |
| 2009-02-01 | 9.6294093278749620 |
| 2009-03-01 | 9.7474962513976510 |
| 2009-04-01 | 9.6832980059382100 |
| 2009-05-01 | 9.5847235817843810 |
| 2009-06-01 | 9.5983429462543800 |
| 2009-07-01 | 9.5668058380456880 |
| 2009-08-01 | 9.5371598241158500 |
| 2009-09-01 | 9.4925010057197500 |
| 2009-10-01 | 9.6779565709445100 |
| 2009-11-01 | 9.5276538728210800 |
| 2009-12-01 | 9.5078361968097110 |
| 2010-01-01 | 9.5467282306010390 |
| 2010-02-01 | 9.6317532729838490 |
| 2010-03-01 | 9.5576412590168900 |
| 2010-04-01 | 9.5790296911713000 |
| 2010-05-01 | 9.5981153787261490 |
| 2010-06-01 | 9.7825183987223200 |
| 2010-07-01 | 9.5509042956433500 |
| 2010-08-01 | 9.5247995435360800 |
| 2010-09-01 | 9.4966811674901700 |
| 2010-10-01 | 9.3906336853550200 |
| 2010-11-01 | 9.3452523555616600 |
| 2010-12-01 | 9.4123319224526000 |
| 2011-01-01 | 9.2399421166832200 |
| 2011-02-01 | 9.3253449676288100 |
| 2011-03-01 | 9.3641572036565700 |
| 2011-04-01 | 9.3658989097831300 |
| 2011-05-01 | 9.3990427925078900 |
| 2011-06-01 | 9.4714425523472900 |
| 2011-07-01 | 9.5444434428893210 |
| 2011-08-01 | 9.6284909817699300 |
| 2011-09-01 | 9.6982552057446600 |
| 2011-10-01 | 9.7072879141750620 |
| 2011-11-01 | 9.8632118748415000 |
| 2011-12-01 | 9.8281864344222500 |
| 2012-01-01 | 9.8326157310814290 |
| 2012-02-01 | 9.7145290163013910 |
| 2012-03-01 | 9.6529825024669500 |
| 2012-04-01 | 9.6394700367630200 |
| 2012-05-01 | 9.5891580145454300 |
| 2012-06-01 | 9.6712268826175300 |
| 2012-07-01 | 9.7450494586557890 |
| 2012-08-01 | 9.7437052355456420 |
| 2012-09-01 | 9.7036185189365900 |
| 2012-10-01 | 9.7273187536634800 |
| 2012-11-01 | 9.6777307837879000 |
| 2012-12-01 | 9.6510791818208000 |
| 2013-01-01 | 9.6238972801923910 |
| 2013-02-01 | 9.6021488660336600 |
| 2013-03-01 | 9.5363687101742400 |
| 2013-04-01 | 9.5077248052423300 |
| 2013-05-01 | 9.4639255485216310 |
| 2013-06-01 | 9.4761369333236500 |
| 2013-07-01 | 9.3436614173275800 |
| 2013-08-01 | 9.3625518414400500 |
| 2013-09-01 | 9.3182322249229900 |
| 2013-10-01 | 9.3441106431834720 |
| 2013-11-01 | 9.2951356366651500 |
| 2013-12-01 | 9.2826891398327600 |
| 2014-01-01 | 9.2265958414228690 |
| 2014-02-01 | 9.1847860691091600 |
| 2014-03-01 | 9.2086569462398000 |
| 2014-04-01 | 9.2740197071658600 |
| 2014-05-01 | 9.3337295619558920 |
| 2014-06-01 | 8.9813477800450400 |
| 2014-07-01 | 9.0412118803789600 |
| 2014-08-01 | 8.9736472726285300 |
| 2014-09-01 | 9.0368285667139000 |
| 2014-10-01 | 8.9653050400229000 |
| 2014-11-01 | 8.9123402067481800 |
| 2014-12-01 | 9.0123118340217890 |
| 2015-01-01 | 9.1383826370507780 |
| 2015-02-01 | 9.1680772174199380 |
| 2015-03-01 | 9.1889726114020100 |
| 2015-04-01 | 9.1448320102769000 |
| 2015-05-01 | 9.0968677756181500 |
| 2015-06-01 | 9.0805818458506980 |
| 2015-07-01 | 9.1324756892371980 |
| 2015-08-01 | 9.0763937923752880 |
| 2015-09-01 | 9.1510803135938400 |
| 2015-10-01 | 9.1931857058452500 |
| 2015-11-01 | 9.2390196428414700 |
| 2015-12-01 | 9.2388969349299100 |
| 2016-01-01 | 9.2492528775435700 |
| 2016-02-01 | 9.2452379883516700 |
| 2016-03-01 | 9.2713269160828010 |
| 2016-04-01 | 9.3321822433199800 |
| 2016-05-01 | 9.3739533711286200 |
| 2016-06-01 | 9.2737451279622310 |
| 2016-07-01 | 9.3147243900130600 |
| 2016-08-01 | 9.3687280945420100 |
| 2016-09-01 | 9.3654613675205380 |
| 2016-10-01 | 9.5220994363906310 |
| 2016-11-01 | 9.4608789687196510 |
| 2016-12-01 | 9.3539369266454010 |
| 2017-01-01 | 9.4518749360393600 |
| 2017-02-01 | 9.5303526339412300 |
| 2017-03-01 | 9.5659500222533910 |
| 2017-04-01 | 9.5368453068699300 |
| 2017-05-01 | 9.5654887015699400 |
| 2017-06-01 | 9.5600273884374100 |
| 2017-07-01 | 9.5894728020974000 |
| 2017-08-01 | 9.6525840322148800 |
| 2017-09-01 | 9.5764035195768500 |
| 2017-10-01 | 9.4445497804533200 |
| 2017-11-01 | 9.4856604166680190 |
| 2017-12-01 | 9.4649559079662780 |
| 2018-01-01 | 9.2526705501245100 |
| 2018-02-01 | 9.2085913987970380 |
| 2018-03-01 | 9.3596388580638000 |
| 2018-04-01 | 9.4570302005500810 |
| 2018-05-01 | 9.4749789894285600 |
| 2018-06-01 | 9.4392158542391000 |
| 2018-07-01 | 9.3648125692714000 |
| 2018-08-01 | 9.3374199285805520 |
| 2018-09-01 | 9.3881701708164100 |
| 2018-10-01 | 9.3597979439349500 |
| 2018-11-01 | 9.3014822456422800 |
| 2018-12-01 | 9.2692593463570390 |
| 2019-01-01 | 9.5474645097914620 |
| 2019-02-01 | 9.5946255010492500 |
| 2019-03-01 | 9.7587291205685700 |
| 2019-04-01 | 9.4754822639876700 |
| 2019-05-01 | 9.5903923300992600 |
| 2019-06-01 | 9.6167307565302420 |
| 2019-07-01 | 9.6478115973434800 |
| 2019-08-01 | 9.6324429276670600 |
| 2019-09-01 | 9.5983589031775090 |
| 2019-10-01 | 9.6640089043912490 |
| 2019-11-01 | 9.7173799008252200 |
| 2019-12-01 | 9.6728160376866000 |
| 2020-01-01 | 9.7350047024730200 |
| 2020-02-01 | 9.6729263006312300 |
| 2020-03-01 | 9.7523190408867410 |
| 2020-04-01 | 8.8956952694369810 |
| 2020-05-01 | 8.9142048277263500 |
| 2020-06-01 | 9.1074129338199100 |
| 2020-07-01 | 9.2349515213691800 |
| 2020-08-01 | 9.3330887338926300 |
| 2020-09-01 | 9.4125297757751500 |
| 2020-10-01 | 9.3575049935703500 |
| 2020-11-01 | 9.3151664004911190 |
| 2020-12-01 | 9.4720951322990300 |
| 2021-01-01 | 9.4219563435725090 |
| 2021-02-01 | 9.5638790313966010 |
| 2021-03-01 | 9.5498377628622500 |
| 2021-04-01 | 9.5062266873164300 |
| 2021-05-01 | 9.5352272851675380 |
| 2021-06-01 | 9.5113729549027410 |
| 2021-07-01 | 9.4320587101400390 |
| 2021-08-01 | 9.3323252291075200 |
| 2021-09-01 | 9.3209110191187300 |
| 2021-10-01 | 9.3432615020422800 |
| 2021-11-01 | 9.3098257444866300 |
| 2021-12-01 | 9.2681912079646700 |
| 2022-01-01 | 9.3182464281875710 |
| 2022-02-01 | 9.2564480127550010 |
| 2022-03-01 | 9.2455608771837200 |
| 2022-04-01 | 9.3125018456393600 |
| 2022-05-01 | 9.4488593679268490 |
| 2022-06-01 | 9.3244185046797300 |
| 2022-07-01 | 9.2342905989014700 |
| 2022-08-01 | 9.3310425379539300 |
| 2022-09-01 | 9.3270862573516610 |
| 2022-10-01 | 9.4308894941045700 |
| 2022-11-01 | 9.3965369215607500 |
| 2022-12-01 | 9.4629856558955900 |
| 2023-01-01 | 9.5159387577101100 |
| 2023-02-01 | 9.5610413961957300 |
| 2023-03-01 | 9.5482090426813800 |
| 2023-04-01 | 9.5076735158575300 |
| 2023-05-01 | 9.5536560683329600 |
| 2023-06-01 | 9.5368305339510190 |
| 2023-07-01 | 9.7414665101736000 |
| 2023-08-01 | 9.7305675308104000 |
| 2023-09-01 | 9.7284788838029200 |
| 2023-10-01 | 9.7210380012833110 |
| 2023-11-01 | 9.7907941286823290 |
| 2023-12-01 | 9.7582775366497300 |
| 2024-01-01 | 9.7134344488025100 |
| 2024-02-01 | 9.6627199571235990 |
| 2024-03-01 | 9.7489904376135290 |
| 2024-04-01 | 9.8049896652132200 |
| 2024-05-01 | 9.7553629280418690 |
| 2024-06-01 | 9.7487409106508200 |
| 2024-07-01 | 9.7447042633213500 |
