Title: All Employees: Education and Health Services: Private Education and Health Services in Michigan City-La Porte, IN (MSA) Series ID: MICH118EDUH 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 2024-03-01 Last Updated: 2024-04-20 6:09 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/MICH118EDUHN). 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 4.6133258534235200 1990-02-01 4.6230866028216300 1990-03-01 4.6212618520459000 1990-04-01 4.5051206238681910 1990-05-01 4.5646573164714410 1990-06-01 4.6004658990694690 1990-07-01 4.6594328506142500 1990-08-01 4.6180049500500000 1990-09-01 4.6966519920193300 1990-10-01 4.5295290377552100 1990-11-01 4.6966038323434700 1990-12-01 4.6664744728329200 1991-01-01 4.7202968028063900 1991-02-01 4.7250756230181900 1991-03-01 4.7201001833088090 1991-04-01 4.7036183869300300 1991-05-01 4.6647337076900195 1991-06-01 4.6973823191101500 1991-07-01 4.6616903486841110 1991-08-01 4.7167783989293300 1991-09-01 4.6949682570355300 1991-10-01 4.7308114044345600 1991-11-01 4.6950792325936300 1991-12-01 4.7633242692032995 1992-01-01 4.8301109929060795 1992-02-01 4.8305151241400495 1992-03-01 4.8165232694444695 1992-04-01 4.8976998703203090 1992-05-01 4.9633949159385400 1992-06-01 4.8928382027569300 1992-07-01 5.0691247041337400 1992-08-01 5.0140049705255000 1992-09-01 4.9983180563550700 1992-10-01 5.0324793620673400 1992-11-01 5.0911139191255600 1992-12-01 5.0574540269267300 1993-01-01 5.0413836552460305 1993-02-01 5.0315331680286900 1993-03-01 5.0129149067114900 1993-04-01 5.1938945184460400 1993-05-01 5.1603830217309800 1993-06-01 5.1877726807007000 1993-07-01 5.1761343830446200 1993-08-01 5.1152108390733700 1993-09-01 5.2062317723067400 1993-10-01 5.2393465319170400 1993-11-01 5.1821605814152600 1993-12-01 5.2488717090327200 1994-01-01 5.1478140497720500 1994-02-01 5.2298905049536910 1994-03-01 5.2036472441297900 1994-04-01 5.1943632637377600 1994-05-01 5.1673725767854695 1994-06-01 5.1829565112596505 1994-07-01 5.1792951353097100 1994-08-01 5.2208235104334500 1994-09-01 5.2102975985745100 1994-10-01 5.1496159299164200 1994-11-01 5.1788198150965705 1994-12-01 5.1383494756420100 1995-01-01 5.1437598025662900 1995-02-01 5.1176581135510000 1995-03-01 5.1958409616000700 1995-04-01 5.1967124559535804 1995-05-01 5.1876482324965990 1995-06-01 5.1871089497232000 1995-07-01 5.1758739269621390 1995-08-01 5.2258372106423300 1995-09-01 5.2074533632117310 1995-10-01 5.2659652692329600 1995-11-01 5.2719387872440200 1995-12-01 5.2316840679983700 1996-01-01 5.2329704241974600 1996-02-01 5.3022101772397410 1996-03-01 5.2841027144784600 1996-04-01 5.2987205717283800 1996-05-01 5.4169699207547810 1996-06-01 5.4017953452534290 1996-07-01 5.2687475447329290 1996-08-01 5.2321745772417100 1996-09-01 5.1984393124592100 1996-10-01 5.2756264142253800 1996-11-01 5.2654603118557100 1996-12-01 5.3330989589246700 1997-01-01 5.3241016129472100 1997-02-01 5.2821142598949695 1997-03-01 5.2739214251055600 1997-04-01 5.2006716681483800 1997-05-01 5.1390083096345990 1997-06-01 5.2168290561180710 1997-07-01 5.2678405189282310 1997-08-01 5.2405621575094905 1997-09-01 5.2909737662348390 1997-10-01 5.0751363852292000 1997-11-01 5.0586738701185590 1997-12-01 5.2390778230796200 1998-01-01 5.3175274791135100 1998-02-01 5.2700004173502000 1998-03-01 5.2650911179952900 1998-04-01 5.3988356973231100 1998-05-01 5.3489657273411910 1998-06-01 5.3317796094446100 1998-07-01 5.5665312365282000 1998-08-01 5.6505616339045295 1998-09-01 5.6851589011683300 1998-10-01 5.6670976952164010 1998-11-01 5.7622108179867300 1998-12-01 5.7470487248842100 1999-01-01 5.7154399736261200 1999-02-01 5.7643374667563610 1999-03-01 5.7628310304070990 1999-04-01 5.5865156501351700 1999-05-01 5.7407783620507800 1999-06-01 5.7385861219309104 1999-07-01 5.8762592566283800 1999-08-01 5.8564234202749600 1999-09-01 5.9850027209000010 1999-10-01 6.0620420041606200 1999-11-01 6.1697856028970000 1999-12-01 6.0599796201691300 2000-01-01 6.2105686622007200 2000-02-01 6.3676653714793000 2000-03-01 6.4594123953202110 2000-04-01 6.3684991109677400 2000-05-01 6.4144282316359496 2000-06-01 6.5462117172389900 2000-07-01 6.3882821080223400 2000-08-01 6.4642377685807600 2000-09-01 6.4873549204402600 2000-10-01 6.5602171312957890 2000-11-01 6.4818927040125300 2000-12-01 6.4741800975604300 2001-01-01 6.5053603536195490 2001-02-01 6.4695811479867010 2001-03-01 6.4538033819330710 2001-04-01 6.5567397209638000 2001-05-01 6.5837010224768490 2001-06-01 6.5402565617715100 2001-07-01 6.6073487761562690 2001-08-01 6.5748714747740490 2001-09-01 6.4950292186919290 2001-10-01 6.5597831088352590 2001-11-01 6.4910767266275900 2001-12-01 6.5801517163996300 2002-01-01 6.4933308754935100 2002-02-01 6.4728937391739105 2002-03-01 6.4511145506842995 2002-04-01 6.5570257750603100 2002-05-01 6.5623403559259910 2002-06-01 6.6393233035337700 2002-07-01 6.5129424879398000 2002-08-01 6.5817610571465800 2002-09-01 6.5973802290259895 2002-10-01 6.5640285562911800 2002-11-01 6.6973495571005800 2002-12-01 6.6764674674226905 2003-01-01 6.8812578149010600 2003-02-01 6.8733271657677600 2003-03-01 6.9513341877957500 2003-04-01 6.9712095650868710 2003-05-01 6.9600803521787100 2003-06-01 6.8380690030528894 2003-07-01 6.8101733358950100 2003-08-01 6.7811853128769100 2003-09-01 6.7932679182267000 2003-10-01 6.6690248660708890 2003-11-01 6.5910087204503300 2003-12-01 6.5723175809782990 2004-01-01 6.5732653583492300 2004-02-01 6.5750499544769600 2004-03-01 6.5557171260527800 2004-04-01 6.4956462031636600 2004-05-01 6.4666355408768200 2004-06-01 6.5411117832409404 2004-07-01 6.4932311394021610 2004-08-01 6.4754529345754100 2004-09-01 6.4852250483930190 2004-10-01 6.5687700762355400 2004-11-01 6.5815948656532600 2004-12-01 6.5706311821304500 2005-01-01 6.4758424986373400 2005-02-01 6.4769671158292600 2005-03-01 6.4633092608362700 2005-04-01 6.4261080324073490 2005-05-01 6.2791535849177410 2005-06-01 6.3310346982996200 2005-07-01 6.5684537936535000 2005-08-01 6.4657617659879600 2005-09-01 6.4827882875177005 2005-10-01 6.4643984866920490 2005-11-01 6.4719514897111905 2005-12-01 6.4710931605948305 2006-01-01 6.4881802367581500 2006-02-01 6.4822835461136610 2006-03-01 6.4806931430388800 2006-04-01 6.3487301337176000 2006-05-01 6.2862395169923000 2006-06-01 6.3158387980069700 2006-07-01 6.4361022184331290 2006-08-01 6.4493021200987695 2006-09-01 6.4804234531610705 2006-10-01 6.4669698269062300 2006-11-01 6.4703431835040200 2006-12-01 6.4748423123967100 2007-01-01 6.5068435029164900 2007-02-01 6.4916302318078700 2007-03-01 6.5015601242192500 2007-04-01 6.5579321191464510 2007-05-01 6.5867393973275700 2007-06-01 6.5931762320317100 2007-07-01 6.6072686887325800 2007-08-01 6.6324908473866000 2007-09-01 6.5754272204222800 2007-10-01 6.6779032418115590 2007-11-01 6.6743625006853100 2007-12-01 6.6833389487195100 2008-01-01 6.7264447909727890 2008-02-01 6.7024567099467600 2008-03-01 6.7170550710949800 2008-04-01 6.7502973200799210 2008-05-01 6.7858883875243900 2008-06-01 6.7738902681244810 2008-07-01 6.7900665093598200 2008-08-01 6.7178538284184800 2008-09-01 6.6630314215158500 2008-10-01 6.6914095336852695 2008-11-01 6.6840602178320300 2008-12-01 6.6944744313298100 2009-01-01 6.6399041989558900 2009-02-01 6.7127383595233900 2009-03-01 6.7252458816903090 2009-04-01 6.5360757398429000 2009-05-01 6.4874133596730585 2009-06-01 6.4600281765951500 2009-07-01 6.3815038943377490 2009-08-01 6.3084008177869000 2009-09-01 6.2537850636549290 2009-10-01 6.1023475234963795 2009-11-01 6.0922689790259600 2009-12-01 5.9975184774641200 2010-01-01 5.9505375354620710 2010-02-01 5.9177488807772995 2010-03-01 5.9251632828380800 2010-04-01 6.1214581798039000 2010-05-01 6.0927843569107110 2010-06-01 6.0586112791053800 2010-07-01 5.8849657637358606 2010-08-01 5.9030172455175590 2010-09-01 6.0424296783063790 2010-10-01 6.1081111325914690 2010-11-01 5.9961207266515900 2010-12-01 5.9990346443146905 2011-01-01 5.9495822924198310 2011-02-01 5.9219368480441300 2011-03-01 5.9223127632193100 2011-04-01 5.9125671191068500 2011-05-01 5.7932742792381500 2011-06-01 5.6671214286779200 2011-07-01 5.7954831400522300 2011-08-01 5.8012149516631695 2011-09-01 5.8393260076017900 2011-10-01 5.8069499944813890 2011-11-01 5.7973106699336400 2011-12-01 5.7955163513890100 2012-01-01 5.8409257973971900 2012-02-01 5.8213621820598000 2012-03-01 5.8166585057463100 2012-04-01 5.8061044172406300 2012-05-01 5.7950396942542100 2012-06-01 5.7815584421958395 2012-07-01 5.8105108778674400 2012-08-01 5.8056885126232300 2012-09-01 5.7430519606647200 2012-10-01 5.6999422931040710 2012-11-01 5.6958992567650400 2012-12-01 5.6878305044690800 2013-01-01 5.6259656306953705 2013-02-01 5.6188413619422400 2013-03-01 5.6113730030891300 2013-04-01 5.6053207831885990 2013-05-01 5.6935359830594410 2013-06-01 5.5962989956129300 2013-07-01 5.5223842218523710 2013-08-01 5.6145215887209600 2013-09-01 5.6563866147159300 2013-10-01 5.6936801305968500 2013-11-01 5.6923311880242000 2013-12-01 5.6747042047219800 2014-01-01 5.7152068760609600 2014-02-01 5.7094662806592690 2014-03-01 5.7008966120723000 2014-04-01 5.7067388982073400 2014-05-01 5.7944684756552100 2014-06-01 5.8111601636342090 2014-07-01 5.6333657718752890 2014-08-01 5.7267082959671910 2014-09-01 5.6691673631709000 2014-10-01 5.6901480262030490 2014-11-01 5.6894634650728800 2014-12-01 5.6610652986494000 2015-01-01 5.7037968416889900 2015-02-01 5.7005268812224505 2015-03-01 5.6924189633796700 2015-04-01 5.7072034981752500 2015-05-01 5.6908894841856100 2015-06-01 5.8215308218237904 2015-07-01 5.7449820035381105 2015-08-01 5.7385125436503500 2015-09-01 5.7868523257478410 2015-10-01 5.7879528469207690 2015-11-01 5.7879784958043890 2015-12-01 5.8474567883583000 2016-01-01 5.7917007218937400 2016-02-01 5.7895642572278090 2016-03-01 5.8814607370992600 2016-04-01 5.8076407073912310 2016-05-01 5.7967700318273200 2016-06-01 5.8341208553961510 2016-07-01 5.8521015965480310 2016-08-01 5.8423789756299700 2016-09-01 5.9034831253178500 2016-10-01 5.8817308202444100 2016-11-01 5.8915125469134500 2016-12-01 5.8347045648267100 2017-01-01 5.7762052767583800 2017-02-01 5.7845781074310500 2017-03-01 5.7791404180949600 2017-04-01 5.8106024679114290 2017-05-01 5.7046304895485305 2017-06-01 5.6406633654899500 2017-07-01 5.6550829469286000 2017-08-01 5.6370259822235300 2017-09-01 5.6178481777342200 2017-10-01 5.5721882136008300 2017-11-01 5.5965263760304590 2017-12-01 5.6287719129688090 2018-01-01 5.6648129557403895 2018-02-01 5.6823000052935100 2018-03-01 5.6806837397137600 2018-04-01 5.7156650132431100 2018-05-01 5.7136017883274900 2018-06-01 5.6435012146793900 2018-07-01 5.5567414038134200 2018-08-01 5.5229209354332305 2018-09-01 5.5250025571043700 2018-10-01 5.5619999181669600 2018-11-01 5.6028931724617195 2018-12-01 5.6314059298296910 2019-01-01 5.6547519616477295 2019-02-01 5.6853751081555600 2019-03-01 5.6893871572261000 2019-04-01 5.6166903440474900 2019-05-01 5.6195478200821400 2019-06-01 5.6397569365868610 2019-07-01 5.7601161597951400 2019-08-01 5.8074068100179600 2019-09-01 5.7251035915318210 2019-10-01 5.8563180802573390 2019-11-01 5.8071404791795596 2019-12-01 5.8387651688928495 2020-01-01 5.8496087295505800 2020-02-01 5.7861691774635400 2020-03-01 5.7954702645655290 2020-04-01 5.2187879479883300 2020-05-01 5.4309189403950890 2020-06-01 5.5350289672470400 2020-07-01 5.5591676292951500 2020-08-01 5.5955556915079010 2020-09-01 5.6189367428148000 2020-10-01 5.6522687387194095 2020-11-01 5.6064688619450700 2020-12-01 5.5460208130174990 2021-01-01 5.6500675250600600 2021-02-01 5.6909938201305400 2021-03-01 5.7031751819119690 2021-04-01 5.7178626190289010 2021-05-01 5.7397975821600200 2021-06-01 5.7272074257834100 2021-07-01 5.6552296344397400 2021-08-01 5.6938144291023600 2021-09-01 5.8080590404710900 2021-10-01 5.6532849998298710 2021-11-01 5.8012315107719690 2021-12-01 5.6541912306029900 2022-01-01 5.5576759506215090 2022-02-01 5.6911872744125700 2022-03-01 5.7037282463855705 2022-04-01 5.7172710577970800 2022-05-01 5.6448843818071000 2022-06-01 5.6222022407844700 2022-07-01 5.6515632385972910 2022-08-01 5.6983708395858890 2022-09-01 5.6987846576343000 2022-10-01 5.6582365287292990 2022-11-01 5.6922788552509110 2022-12-01 5.7618196291282200 2023-01-01 5.7645315804819900 2023-02-01 5.7905781872387100 2023-03-01 5.8023385621182095 2023-04-01 5.8132711100868610 2023-05-01 5.8453657232555996 2023-06-01 5.9204899248203100 2023-07-01 5.9495053497622300 2023-08-01 5.9059692733969100 2023-09-01 5.9937422613755700 2023-10-01 6.0654612553620100 2023-11-01 6.0851302938849290 2023-12-01 6.0643598154021205 2024-01-01 6.0688430856377900 2024-02-01 6.0864464530798700 2024-03-01 6.0978965448766900