Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in South Bend-Mishawaka, IN-MI (MSA)
Series ID SOUT718EDUH
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 5:32 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 19.379306770810600
1990-02-01 19.505842768969398
1990-03-01 19.677070087213302
1990-04-01 19.780144069174800
1990-05-01 19.830245235410100
1990-06-01 19.674916172477502
1990-07-01 19.666999263514700
1990-08-01 19.848394196812800
1990-09-01 19.914628511417803
1990-10-01 19.907336455495700
1990-11-01 19.974363727103697
1990-12-01 20.005902719160200
1991-01-01 20.083104399097603
1991-02-01 20.216524565231897
1991-03-01 20.290567540487700
1991-04-01 20.364944584137800
1991-05-01 20.537555163921400
1991-06-01 20.606648868124000
1991-07-01 20.172234692472600
1991-08-01 20.349278506700700
1991-09-01 20.600560729395400
1991-10-01 20.497551500417302
1991-11-01 20.552083219084900
1991-12-01 20.491818153078400
1992-01-01 20.978403095565700
1992-02-01 21.124206016209500
1992-03-01 21.005168753789900
1992-04-01 20.674226415232802
1992-05-01 20.775775031517500
1992-06-01 21.221129022717500
1992-07-01 21.489316478094100
1992-08-01 21.342684398387700
1992-09-01 21.098534696462000
1992-10-01 21.486933049291100
1992-11-01 21.427325042748700
1992-12-01 21.559865401896000
1993-01-01 21.375028821326400
1993-02-01 21.426144430722100
1993-03-01 21.405741868909700
1993-04-01 21.603984174467600
1993-05-01 21.839595946237502
1993-06-01 21.418081404088300
1993-07-01 21.649184444902700
1993-08-01 21.566592730727702
1993-09-01 21.805306909489100
1993-10-01 22.291243942955198
1993-11-01 22.110724950524100
1993-12-01 22.245526262786196
1994-01-01 23.182154694832803
1994-02-01 23.108389032171600
1994-03-01 23.187638311297803
1994-04-01 23.643339316510100
1994-05-01 23.491471803022698
1994-06-01 23.545312783541800
1994-07-01 23.695880242937000
1994-08-01 23.769372739443200
1994-09-01 23.811248577803198
1994-10-01 23.582621667697502
1994-11-01 23.667917582619100
1994-12-01 23.510906665199105
1995-01-01 23.792623567457500
1995-02-01 23.797423066073900
1995-03-01 23.861747170380696
1995-04-01 23.706331885219900
1995-05-01 23.618239262664200
1995-06-01 23.803148125494800
1995-07-01 23.912161889784397
1995-08-01 24.009844620734896
1995-09-01 23.854622928258400
1995-10-01 23.787229631207598
1995-11-01 23.750284680399698
1995-12-01 23.912680390693500
1996-01-01 23.809112653336896
1996-02-01 23.992068915186400
1996-03-01 24.038375335194600
1996-04-01 23.756954476532698
1996-05-01 23.506741026166500
1996-06-01 23.513439751900897
1996-07-01 24.368735316748400
1996-08-01 24.186691387392003
1996-09-01 24.119957658249900
1996-10-01 23.978011219326500
1996-11-01 24.019612777827500
1996-12-01 24.019928650342102
1997-01-01 24.218318405763398
1997-02-01 24.403723775387803
1997-03-01 24.336775722705700
1997-04-01 24.391969420204200
1997-05-01 24.481916485101500
1997-06-01 24.526909799428100
1997-07-01 24.607266568738300
1997-08-01 24.358160705258000
1997-09-01 24.583665617381800
1997-10-01 24.763632050474502
1997-11-01 24.891809505108900
1997-12-01 25.023816762957600
1998-01-01 25.136023657069998
1998-02-01 25.028727691962900
1998-03-01 25.164242601194200
1998-04-01 25.875027215348503
1998-05-01 26.129971154243602
1998-06-01 26.261135055381200
1998-07-01 26.150092578627200
1998-08-01 25.875665243743800
1998-09-01 26.740010649413100
1998-10-01 27.232507028180297
1998-11-01 27.240101167395803
1998-12-01 27.506063514614300
1999-01-01 26.956628460143800
1999-02-01 27.166202529290400
1999-03-01 27.304419900521196
1999-04-01 27.436235147211104
1999-05-01 27.393908104743097
1999-06-01 27.393257331852002
1999-07-01 27.017548233356700
1999-08-01 26.740794008378100
1999-09-01 27.253371679736600
1999-10-01 27.970621166728300
1999-11-01 27.969598285190500
1999-12-01 27.979929405532197
2000-01-01 28.087415459150800
2000-02-01 28.090292485188900
2000-03-01 28.138007592995802
2000-04-01 28.463118057227998
2000-05-01 28.605741855683604
2000-06-01 28.653604102589195
2000-07-01 28.541126965634800
2000-08-01 28.732642094815700
2000-09-01 28.445022847347000
2000-10-01 28.032327794071400
2000-11-01 28.029240923641500
2000-12-01 28.162076377558900
2001-01-01 28.415069449662102
2001-02-01 28.488292970779300
2001-03-01 28.552548291897697
2001-04-01 28.701670379403602
2001-05-01 28.890365660387200
2001-06-01 28.637970874382400
2001-07-01 28.994963592885700
2001-08-01 29.108693561533100
2001-09-01 28.882253288183500
2001-10-01 28.864745238538000
2001-11-01 28.942745882388100
2001-12-01 28.930676113143200
2002-01-01 29.077322144976800
2002-02-01 29.177283262799502
2002-03-01 29.239609829436300
2002-04-01 29.041327726493698
2002-05-01 30.026164736343603
2002-06-01 29.672518739186398
2002-07-01 29.535594152181396
2002-08-01 29.884726143260900
2002-09-01 29.795620587482400
2002-10-01 29.737339866934800
2002-11-01 29.668991486726800
2002-12-01 29.852920846814605
2003-01-01 30.163444018597303
2003-02-01 30.296293136299802
2003-03-01 30.309230005664500
2003-04-01 30.623945724369600
2003-05-01 30.490387732997800
2003-06-01 30.515891264722700
2003-07-01 30.629857960140600
2003-08-01 30.517522520602103
2003-09-01 30.384208673145498
2003-10-01 30.420351252406600
2003-11-01 30.211002097220604
2003-12-01 30.721603390450397
2004-01-01 31.100417444346900
2004-02-01 31.176993929624402
2004-03-01 31.110667596762000
2004-04-01 31.921912064317603
2004-05-01 31.128105694526100
2004-06-01 31.445126068265700
2004-07-01 31.769558202494302
2004-08-01 31.287421138488398
2004-09-01 32.055380340689100
2004-10-01 32.823845745985700
2004-11-01 32.583390790489900
2004-12-01 32.325236214539196
2005-01-01 32.120884771510404
2005-02-01 32.499652921023895
2005-03-01 32.758243471216200
2005-04-01 32.656447608593600
2005-05-01 31.731089584123502
2005-06-01 32.729153804766895
2005-07-01 32.945255362541500
2005-08-01 32.541034186745600
2005-09-01 32.938199103926100
2005-10-01 33.490986433672500
2005-11-01 33.156588520872200
2005-12-01 32.822688733564895
2006-01-01 32.834559554597895
2006-02-01 32.810474746312195
2006-03-01 33.115158254678995
2006-04-01 32.889733371698500
2006-05-01 32.028819851825500
2006-06-01 32.974237164191400
2006-07-01 33.387334738424000
2006-08-01 33.272594138511200
2006-09-01 33.417001256602894
2006-10-01 33.943488335531896
2006-11-01 33.814605976813900
2006-12-01 33.406643982609300
2007-01-01 33.108929031260900
2007-02-01 32.874287570503700
2007-03-01 32.713852146207800
2007-04-01 33.011365195131500
2007-05-01 32.159607600613000
2007-06-01 33.329976324099896
2007-07-01 33.896993166072000
2007-08-01 33.585319666024900
2007-09-01 33.618597013551300
2007-10-01 33.671457181304305
2007-11-01 33.483597869386394
2007-12-01 33.816165323513700
2008-01-01 33.959371820950400
2008-02-01 33.659300486462100
2008-03-01 33.568281545227500
2008-04-01 33.771295379753000
2008-05-01 33.753602410009500
2008-06-01 34.651621475396105
2008-07-01 34.587991150585700
2008-08-01 34.435830900572704
2008-09-01 33.743041934916604
2008-10-01 33.727895733297500
2008-11-01 33.688405037903600
2008-12-01 34.025642606419900
2009-01-01 34.135577269032694
2009-02-01 34.252127545841695
2009-03-01 34.293169484008700
2009-04-01 34.406777666823800
2009-05-01 34.661164744128000
2009-06-01 35.654382023465790
2009-07-01 34.048831143790100
2009-08-01 34.181731191132200
2009-09-01 34.811286630856900
2009-10-01 34.383349612072000
2009-11-01 34.649440668772804
2009-12-01 34.645819145218000
2010-01-01 34.197563772511000
2010-02-01 34.386910004137300
2010-03-01 34.012274428233400
2010-04-01 35.924154285634900
2010-05-01 35.961072884242604
2010-06-01 34.822175802613394
2010-07-01 33.734999872910900
2010-08-01 34.714788013673896
2010-09-01 35.698471024891894
2010-10-01 35.708888465769000
2010-11-01 35.844271717447210
2010-12-01 35.859350267019600
2011-01-01 36.301968826003900
2011-02-01 36.446917408879300
2011-03-01 36.429714920663800
2011-04-01 37.273724975438600
2011-05-01 36.981853738611300
2011-06-01 35.733493122663795
2011-07-01 34.614260913299000
2011-08-01 35.267516986461295
2011-09-01 36.031000820650300
2011-10-01 36.512214104806795
2011-11-01 36.420804867656400
2011-12-01 36.724734707375300
2012-01-01 36.647637323117200
2012-02-01 36.851427695206700
2012-03-01 36.433244001254295
2012-04-01 35.493796314291100
2012-05-01 35.387526245218700
2012-06-01 35.801641988729294
2012-07-01 35.879276154321204
2012-08-01 36.279359656289394
2012-09-01 35.668222807392100
2012-10-01 35.728956065969290
2012-11-01 35.833556814896600
2012-12-01 35.959861930477096
2013-01-01 35.860918770175790
2013-02-01 36.031481294826605
2013-03-01 36.105477206371496
2013-04-01 36.215443093841900
2013-05-01 36.225423271949700
2013-06-01 35.985625131506794
2013-07-01 36.234647239120500
2013-08-01 36.817597588087800
2013-09-01 36.469424080824396
2013-10-01 36.527400491154000
2013-11-01 36.736426365485600
2013-12-01 36.704774899642700
2014-01-01 36.717670728768000
2014-02-01 36.844321504467600
2014-03-01 37.066063709328400
2014-04-01 37.024207612840000
2014-05-01 37.241512884470700
2014-06-01 37.669949210398100
2014-07-01 37.087513899344900
2014-08-01 37.282816848414000
2014-09-01 37.321863019353100
2014-10-01 37.419320268330900
2014-11-01 37.551474967423700
2014-12-01 37.694105942122400
2015-01-01 37.823841492894700
2015-02-01 37.685522767902796
2015-03-01 37.692240102711104
2015-04-01 37.706111863922200
2015-05-01 38.064819855876600
2015-06-01 38.192787428938500
2015-07-01 38.193040389512300
2015-08-01 38.101617497997200
2015-09-01 38.367286574714704
2015-10-01 38.315901782934496
2015-11-01 38.405744573920900
2015-12-01 38.525160781730800
2016-01-01 38.715082110923100
2016-02-01 38.495498276510700
2016-03-01 38.511589734584500
2016-04-01 38.682199597165610
2016-05-01 38.717408743412800
2016-06-01 38.607967807002100
2016-07-01 38.485850874479700
2016-08-01 38.613808386995900
2016-09-01 38.963254315107996
2016-10-01 38.930810380249206
2016-11-01 38.898320638718400
2016-12-01 38.746336864076600
2017-01-01 38.589320279593900
2017-02-01 38.790963890929000
2017-03-01 38.966846406168900
2017-04-01 38.869621199772500
2017-05-01 38.729881249297500
2017-06-01 38.552672295852700
2017-07-01 38.498252085939995
2017-08-01 38.661547509982704
2017-09-01 38.868135101273296
2017-10-01 38.890800845560705
2017-11-01 38.802775156418600
2017-12-01 38.522876558902700
2018-01-01 38.689137388304900
2018-02-01 39.004513009388300
2018-03-01 39.241375355533900
2018-04-01 39.270439090765294
2018-05-01 39.146620400826600
2018-06-01 38.840171265704200
2018-07-01 38.987479681335000
2018-08-01 38.999261348345300
2018-09-01 39.142656584109794
2018-10-01 39.161892314100300
2018-11-01 39.177323272053300
2018-12-01 39.444919003783400
2019-01-01 40.031977996185105
2019-02-01 40.163677053180100
2019-03-01 40.410369718688600
2019-04-01 38.795330984655100
2019-05-01 38.837415448133505
2019-06-01 39.547361931455500
2019-07-01 40.008987311753800
2019-08-01 40.268636110549700
2019-09-01 39.857837277064206
2019-10-01 39.156343451957400
2019-11-01 39.444638487284400
2019-12-01 39.661707610733100
2020-01-01 38.519543495622800
2020-02-01 38.030694635418290
2020-03-01 37.850591208134800
2020-04-01 32.594492652437204
2020-05-01 33.222072534007500
2020-06-01 33.752925727445600
2020-07-01 34.046199317158600
2020-08-01 34.396306014607700
2020-09-01 33.795508218541800
2020-10-01 34.112717694068195
2020-11-01 34.274514860800700
2020-12-01 34.349395492269004
2021-01-01 34.054438981090900
2021-02-01 33.979706198555604
2021-03-01 34.027131332150800
2021-04-01 34.315790467857200
2021-05-01 34.467940546797300
2021-06-01 34.695927621084500
2021-07-01 34.588213897189200
2021-08-01 34.335186803080100
2021-09-01 34.333917295109900
2021-10-01 34.786499633499105
2021-11-01 34.904618972738200
2021-12-01 35.062794076126700
2022-01-01 34.958054268335296
2022-02-01 35.003993592997600
2022-03-01 35.369764083041890
2022-04-01 35.434365482038200
2022-05-01 35.711651784931700
2022-06-01 35.911081871001800
2022-07-01 35.490348697808800
2022-08-01 35.637362426576900
2022-09-01 35.714153682284000
2022-10-01 35.627853485494300
2022-11-01 35.721119566499100
2022-12-01 35.687035465128800
2023-01-01 36.164768569930500
2023-02-01 36.403673532779900
2023-03-01 36.569917720061500
2023-04-01 36.845321493005900
2023-05-01 36.966404766743004
2023-06-01 37.099537308324100
2023-07-01 37.034603558046400
2023-08-01 37.355289876833400
2023-09-01 37.545868538743600
2023-10-01 37.555274814832700
2023-11-01 37.526456652923500
2023-12-01 37.603548660868704
2024-01-01 37.752972201521700
2024-02-01 37.766744842218100
2024-03-01 37.782499098880100
2024-04-01 37.454811449048210
2024-05-01 37.551238539255294
2024-06-01 37.439777783153890
2024-07-01 37.872432113456796
2024-08-01 37.968832035622896
2024-09-01 37.829390600783704
2024-10-01 37.972160658395000

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