Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Flint, MI (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Flint, MI (MSA)
Series ID SMU26224206561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-12-01
Last Updated 2025-01-29 7:02 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 1.4798585151585901
1990-02-01 1.6428291736863300
1990-03-01 1.6946891577462300
1990-04-01 1.7938186769252300
1990-05-01 1.8042008188878300
1990-06-01 1.8439198197092200
1990-07-01 1.8746425955594200
1990-08-01 1.9983702694400200
1990-09-01 1.9503028392894899
1990-10-01 1.9440326927182499
1990-11-01 2.0101482389221900
1990-12-01 2.2595263471376600
1991-01-01 2.3838383670136802
1991-02-01 2.4503426313239505
1991-03-01 2.4975504939361604
1991-04-01 2.0841589568710600
1991-05-01 2.0931405264397700
1991-06-01 2.1442683275289400
1991-07-01 2.2767328951529000
1991-08-01 2.4080916215596500
1991-09-01 2.3646181621149000
1991-10-01 2.2339102937652298
1991-11-01 2.1998848523461403
1991-12-01 2.1565723316834100
1992-01-01 2.1842634641578798
1992-02-01 2.1634685402840900
1992-03-01 2.2036226941634904
1992-04-01 2.1703575523785700
1992-05-01 2.2753313819111600
1992-06-01 2.4497727170191097
1992-07-01 2.3824169789374103
1992-08-01 2.3262313733656200
1992-09-01 2.3920625090858600
1992-10-01 2.4134862754235296
1992-11-01 2.3786164597390200
1992-12-01 2.4471927635984000
1993-01-01 1.9857587176317200
1993-02-01 1.9702881500432399
1993-03-01 2.0018560470016400
1993-04-01 2.0677462793255600
1993-05-01 2.0652480985207800
1993-06-01 2.1636667974471100
1993-07-01 1.9881599141923898
1993-08-01 1.9477987950944200
1993-09-01 1.9268437752636498
1993-10-01 1.8851106211385400
1993-11-01 1.9447173156153699
1993-12-01 1.9260297178353900
1994-01-01 1.9861559889504900
1994-02-01 2.0765814895079497
1994-03-01 2.0981412201123000
1994-04-01 2.1774837965849000
1994-05-01 2.1674605426115803
1994-06-01 2.0868416686178100
1994-07-01 2.0931235083917400
1994-08-01 2.0565281673996100
1994-09-01 2.0661455069322700
1994-10-01 2.1554152197343700
1994-11-01 2.1058229888068500
1994-12-01 2.0871921309902900
1995-01-01 2.0944928239384300
1995-02-01 2.0796659470087300
1995-03-01 2.0900040000786400
1995-04-01 2.3038562110019702
1995-05-01 2.2827432438403500
1995-06-01 2.2142683453397100
1995-07-01 2.1900939404084800
1995-08-01 2.2543685414417500
1995-09-01 2.2052468618037000
1995-10-01 2.2237777315557300
1995-11-01 2.1664260172430700
1995-12-01 2.3359235301817800
1996-01-01 2.5147350147912200
1996-02-01 2.4883862360553600
1996-03-01 2.4916415742061000
1996-04-01 2.2284135873914903
1996-05-01 2.1936638716710704
1996-06-01 2.1415643042909300
1996-07-01 2.2830733334185602
1996-08-01 2.2410460278211200
1996-09-01 2.3340464497589704
1996-10-01 2.1972194969229200
1996-11-01 2.2418859619317200
1996-12-01 2.0835731966216500
1997-01-01 2.1516507711371298
1997-02-01 2.0974926307565400
1997-03-01 2.0971244805051000
1997-04-01 1.9458612341166899
1997-05-01 1.8984630875089300
1997-06-01 2.0554409390289600
1997-07-01 2.8693724928268796
1997-08-01 2.9293611611682002
1997-09-01 2.8508728810465200
1997-10-01 3.1758573807869000
1997-11-01 3.1243492394384997
1997-12-01 2.9494020420806097
1998-01-01 2.8044930045525400
1998-02-01 2.6148307510944000
1998-03-01 2.6128930534493500
1998-04-01 2.5344684662592103
1998-05-01 2.5850536505021298
1998-06-01 2.6513729978167000
1998-07-01 2.6560458374418903
1998-08-01 2.6162905414946100
1998-09-01 2.5655232765441900
1998-10-01 2.6728535482406603
1998-11-01 2.7281833604947000
1998-12-01 2.8280869322186204
1999-01-01 2.6650402783904300
1999-02-01 2.7208101418999200
1999-03-01 2.7236953710743700
1999-04-01 2.8028468423057600
1999-05-01 2.8577788372469700
1999-06-01 2.7430243964833796
1999-07-01 2.7480659914012797
1999-08-01 2.7138556209702402
1999-09-01 2.7782087024409300
1999-10-01 2.7802923542470200
1999-11-01 2.7375985665989600
1999-12-01 2.8174211086063200
2000-01-01 2.8214783691201095
2000-02-01 2.9173925107963500
2000-03-01 2.9262252674895604
2000-04-01 3.0655935769396400
2000-05-01 3.0259165559793100
2000-06-01 3.0360652556126600
2000-07-01 3.0539935029098600
2000-08-01 3.1142996522919906
2000-09-01 3.0890354643245397
2000-10-01 3.0937979624467404
2000-11-01 3.0510266757308700
2000-12-01 3.0080176921027100
2001-01-01 3.0605790515714000
2001-02-01 3.0030985681784600
2001-03-01 3.0134238567147404
2001-04-01 3.1427626390800100
2001-05-01 3.0050353692182500
2001-06-01 3.0401265012170695
2001-07-01 3.0693566621306700
2001-08-01 3.0260393905614102
2001-09-01 2.9841015466469000
2001-10-01 2.9089414469222500
2001-11-01 2.9475228310314305
2001-12-01 2.9030176307979000
2002-01-01 3.0748738186211497
2002-02-01 3.2884033719816000
2002-03-01 3.2915065651632203
2002-04-01 3.3436875695504904
2002-05-01 3.4056917047906100
2002-06-01 3.6407810796586600
2002-07-01 3.1946343361249400
2002-08-01 3.3461512231820500
2002-09-01 3.3707180214573103
2002-10-01 3.4146498501841402
2002-11-01 3.4316536745729500
2002-12-01 3.4929502696911000
2003-01-01 3.0714092548672496
2003-02-01 3.3814275284873903
2003-03-01 3.3706940243522800
2003-04-01 3.2555528856115603
2003-05-01 3.3136308559249400
2003-06-01 3.6457890079557997
2003-07-01 3.4311618425289603
2003-08-01 3.5837486473526300
2003-09-01 3.4415649670615500
2003-10-01 3.6052783089383800
2003-11-01 3.5997741903407000
2003-12-01 3.5835246146132405
2004-01-01 3.1607703463108794
2004-02-01 3.4826241415059400
2004-03-01 3.5571293229547503
2004-04-01 3.8649048276187496
2004-05-01 3.7339114321694000
2004-06-01 3.6552477248676496
2004-07-01 3.7673706933138100
2004-08-01 3.7207042371675200
2004-09-01 3.8037812411270000
2004-10-01 3.6803297764418300
2004-11-01 3.7732920548998905
2004-12-01 3.7874925918688000
2005-01-01 3.8468972281695897
2005-02-01 3.8897257485675400
2005-03-01 3.8523924718578000
2005-04-01 3.7578021238514900
2005-05-01 3.7514732634777896
2005-06-01 3.8747980731615300
2005-07-01 3.6946883773687897
2005-08-01 3.6494357402448200
2005-09-01 3.6586856250905497
2005-10-01 3.6552095457382405
2005-11-01 3.6603867025645695
2005-12-01 3.7116962315512500
2006-01-01 3.7312515952132500
2006-02-01 3.6940776501094104
2006-03-01 3.7534828309248300
2006-04-01 3.7438488964264500
2006-05-01 3.7731954470688702
2006-06-01 3.5814193792044997
2006-07-01 3.6968871619335400
2006-08-01 3.7629805224918402
2006-09-01 4.0317293206716900
2006-10-01 3.9351516352936398
2006-11-01 3.9631013021542203
2006-12-01 4.0508844782867195
2007-01-01 3.7267871412377405
2007-02-01 3.6946602706694196
2007-03-01 3.6538662271753903
2007-04-01 3.7232556818699400
2007-05-01 3.5854602713552004
2007-06-01 3.4751142855071198
2007-07-01 3.5877217590475300
2007-08-01 3.5611833949472200
2007-09-01 3.6205711557508904
2007-10-01 3.6278436032806898
2007-11-01 3.5744763615182995
2007-12-01 3.5816468051624400
2008-01-01 3.6377028202007200
2008-02-01 3.5982165813858000
2008-03-01 3.5545182041425900
2008-04-01 3.5090668568900902
2008-05-01 3.4994885586443902
2008-06-01 3.3516810354744100
2008-07-01 3.4603110262379700
2008-08-01 3.5371926636700200
2008-09-01 3.5357667919913900
2008-10-01 3.5272271865663702
2008-11-01 3.4924732245095496
2008-12-01 3.5002478486190496
2009-01-01 3.7587400017169204
2009-02-01 3.9060468875141800
2009-03-01 3.7569635907788500
2009-04-01 3.8052145268492596
2009-05-01 3.9079871523163200
2009-06-01 4.1201825469961400
2009-07-01 4.0262621769771405
2009-08-01 3.8996486007580202
2009-09-01 3.9543811660622300
2009-10-01 4.0408823998744605
2009-11-01 4.1155573567778510
2009-12-01 4.0023236132617300
2010-01-01 3.9822062938910494
2010-02-01 4.2128719424004900
2010-03-01 4.2638819883051600
2010-04-01 4.3195951212289305
2010-05-01 4.2179474781830800
2010-06-01 4.2801926167349100
2010-07-01 4.0817002353960500
2010-08-01 4.0652206665311410
2010-09-01 3.9735064994352003
2010-10-01 3.8544182146846400
2010-11-01 3.8430772676958100
2010-12-01 3.8965298771539700
2011-01-01 3.5974558935090200
2011-02-01 3.7202733658629197
2011-03-01 3.7711707545672297
2011-04-01 3.7486774925966600
2011-05-01 3.7227215590935896
2011-06-01 3.7383388634551400
2011-07-01 3.7538721251725398
2011-08-01 3.8378097412660900
2011-09-01 3.7742940627204500
2011-10-01 3.8659833780805500
2011-11-01 3.8724867045884000
2011-12-01 3.8840675440269500
2012-01-01 3.7971474475283900
2012-02-01 3.8332426796829107
2012-03-01 3.7879382369751100
2012-04-01 3.7860992197723900
2012-05-01 3.7171809856590100
2012-06-01 3.7045625401860200
2012-07-01 3.7338224493664303
2012-08-01 3.7223279038676695
2012-09-01 3.6604913894536204
2012-10-01 3.6725940137918200
2012-11-01 3.7018212402319404
2012-12-01 3.6750051836424498
2013-01-01 3.5805563697085296
2013-02-01 3.6410309797676700
2013-03-01 3.6130351196848705
2013-04-01 3.6306578280887503
2013-05-01 3.5026031640371000
2013-06-01 3.5794254113756400
2013-07-01 3.7238126464509600
2013-08-01 3.8169111655872200
2013-09-01 3.7314585627754500
2013-10-01 3.2814935650691197
2013-11-01 3.3226691719266497
2013-12-01 3.1659737615611500
2014-01-01 3.3596246068089104
2014-02-01 3.2514340775086100
2014-03-01 3.2440708755778096
2014-04-01 3.0695768884704195
2014-05-01 3.0839434256446200
2014-06-01 3.0630746200693704
2014-07-01 2.9154834749647303
2014-08-01 2.9229052786700000
2014-09-01 2.8918957787407296
2014-10-01 2.8959725583118300
2014-11-01 2.7287463451644600
2014-12-01 2.3589941979253597
2015-01-01 2.9440972627826802
2015-02-01 2.8620191499010996
2015-03-01 2.8690107125212996
2015-04-01 2.8956819086619197
2015-05-01 2.9752328055670400
2015-06-01 2.9563142848244800
2015-07-01 2.8142992848583104
2015-08-01 2.8281815600088400
2015-09-01 2.6443526150336703
2015-10-01 2.8174350693412995
2015-11-01 2.8292258428777903
2015-12-01 2.8450948087153702
2016-01-01 2.8354076828897203
2016-02-01 2.8728781360655000
2016-03-01 2.7837827439792000
2016-04-01 2.8080867452786600
2016-05-01 2.8834555361677400
2016-06-01 2.8654334200788503
2016-07-01 2.9115113680889304
2016-08-01 2.8235547230960700
2016-09-01 2.6999707687446700
2016-10-01 2.8436704538042004
2016-11-01 2.9238971875871496
2016-12-01 2.8350386101859506
2017-01-01 2.6279012869932700
2017-02-01 2.6702088777295097
2017-03-01 2.6911371903270798
2017-04-01 2.7106846243516500
2017-05-01 2.7119917164971103
2017-06-01 2.6937481228325804
2017-07-01 2.6011608067383400
2017-08-01 2.6056580864117502
2017-09-01 2.6615592291401500
2017-10-01 2.5662815908885497
2017-11-01 2.6238208674927797
2017-12-01 2.7328299069295300
2018-01-01 2.4192778390450900
2018-02-01 2.3635589269092800
2018-03-01 2.3907738457460300
2018-04-01 2.6014085567529100
2018-05-01 2.3528222471109000
2018-06-01 2.3273012293759905
2018-07-01 2.3835475348770700
2018-08-01 2.3795184929686500
2018-09-01 2.4330216107319300
2018-10-01 2.3887521860263800
2018-11-01 2.3302208230345403
2018-12-01 2.4442341642146700
2019-01-01 2.4040702623957700
2019-02-01 2.4504066095496095
2019-03-01 2.4876796204096600
2019-04-01 2.3866570503501100
2019-05-01 2.3924547909208200
2019-06-01 2.2562422359554700
2019-07-01 2.4689905124126300
2019-08-01 2.4494663311732400
2019-09-01 2.4143963238356600
2019-10-01 2.4029541203159703
2019-11-01 2.4467374668687003
2019-12-01 2.3670459378497300
2020-01-01 2.4865707926103700
2020-02-01 2.4397250253159704
2020-03-01 2.4865510506539800
2020-04-01 2.1668512571157200
2020-05-01 2.1157944619396800
2020-06-01 2.1694589100875600
2020-07-01 2.1604453445195200
2020-08-01 2.2254358011502298
2020-09-01 2.2112136257117100
2020-10-01 2.2155733837851200
2020-11-01 2.1548569678146100
2020-12-01 2.1940452606420800
2021-01-01 2.2782128306781700
2021-02-01 2.2295400817295500
2021-03-01 2.2905564960829397
2021-04-01 2.3438774576770403
2021-05-01 2.3207479653752500
2021-06-01 2.3742942678142500
2021-07-01 2.4571395625627797
2021-08-01 2.4112166336041603
2021-09-01 2.4142724415491900
2021-10-01 2.4210719032687202
2021-11-01 2.4582802059850297
2021-12-01 2.5154587275109703
2022-01-01 2.4840707411451097
2022-02-01 2.5326800357135600
2022-03-01 2.4920780978120400
2022-04-01 2.5200965555126100
2022-05-01 2.5101081423428700
2022-06-01 2.5681701969205095
2022-07-01 2.5567331770850200
2022-08-01 2.6102610841307400
2022-09-01 2.6234532567813000
2022-10-01 2.6252296291677100
2022-11-01 2.6514062203013900
2022-12-01 2.6278575592137003
2023-01-01 2.7004540326011100
2023-02-01 2.6390910035074400
2023-03-01 2.6918928579680600
2023-04-01 2.8011274764389302
2023-05-01 2.7949422959940800
2023-06-01 2.8603918010186296
2023-07-01 2.7594773178971703
2023-08-01 2.8143280693032904
2023-09-01 2.7297933153239198
2023-10-01 2.8254963909901500
2023-11-01 2.8467479534068400
2023-12-01 2.8348616502531403
2024-01-01 2.8160320027728600
2024-02-01 2.8458673936078500
2024-03-01 2.8881358756804403
2024-04-01 2.8912429708656204
2024-05-01 2.8807277933060096
2024-06-01 2.8527541565536803
2024-07-01 2.8611164919660896
2024-08-01 2.8203925586361100
2024-09-01 2.8380722663839400
2024-10-01 2.8253104437441000
2024-11-01 2.8410614438676696
2024-12-01 2.8390867544523597

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