Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Baltimore-Columbia-Towson, MD (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Baltimore-Columbia-Towson, MD (MSA)
Series ID SMU24125806561000001SA
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 2024-11-01
Last Updated 2024-12-21 6:57 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 29.386748507154497
1990-02-01 30.155531973145800
1990-03-01 30.224124463909195
1990-04-01 29.675429972860304
1990-05-01 29.860267301056400
1990-06-01 29.010426497403397
1990-07-01 28.760397535978697
1990-08-01 29.738372226767996
1990-09-01 29.766311207811498
1990-10-01 30.364082574704103
1990-11-01 30.624760777804102
1990-12-01 30.727614052786002
1991-01-01 30.630783518706200
1991-02-01 30.851379078742000
1991-03-01 31.106876394108895
1991-04-01 31.020872708154997
1991-05-01 30.760400625731300
1991-06-01 30.885604345107698
1991-07-01 30.384738145969400
1991-08-01 30.391341765490400
1991-09-01 30.958332712384500
1991-10-01 30.947447868500200
1991-11-01 31.032117013572602
1991-12-01 30.845203054328998
1992-01-01 31.033277058250200
1992-02-01 30.899920394031803
1992-03-01 30.959925881927900
1992-04-01 31.199717417469802
1992-05-01 31.256819528902200
1992-06-01 31.365215030185105
1992-07-01 31.530930588676600
1992-08-01 31.800992654383200
1992-09-01 31.113021418529502
1992-10-01 31.654396321414104
1992-11-01 31.665513460082900
1992-12-01 32.168709899268200
1993-01-01 31.833641657871400
1993-02-01 32.020809162690300
1993-03-01 31.979902884833397
1993-04-01 32.063825220623400
1993-05-01 32.747173793577600
1993-06-01 32.325302075388900
1993-07-01 30.760040517186898
1993-08-01 30.945070917250300
1993-09-01 30.874612518361100
1993-10-01 30.737429191883200
1993-11-01 30.785498030562803
1993-12-01 30.862542025859700
1994-01-01 29.594545378928103
1994-02-01 29.620192311480900
1994-03-01 29.730121672525700
1994-04-01 29.765461631466103
1994-05-01 29.264501490076103
1994-06-01 29.401687184102200
1994-07-01 29.678060995177700
1994-08-01 29.543125781379900
1994-09-01 29.929161689687298
1994-10-01 30.137843276565900
1994-11-01 30.103477957143603
1994-12-01 30.170501026077600
1995-01-01 29.728511700610900
1995-02-01 30.026614828228897
1995-03-01 30.161356635962300
1995-04-01 30.368753518312502
1995-05-01 30.652753830263500
1995-06-01 30.531946462716302
1995-07-01 30.663754812172797
1995-08-01 30.527029996068300
1995-09-01 32.247598316080800
1995-10-01 30.779861181699100
1995-11-01 31.632560723146200
1995-12-01 30.944477403833800
1996-01-01 30.998310317583602
1996-02-01 31.330243521134896
1996-03-01 31.365068749618400
1996-04-01 31.267683763643000
1996-05-01 31.321439639431200
1996-06-01 31.732293730660500
1996-07-01 31.596458577332697
1996-08-01 31.732798152078498
1996-09-01 31.645681829500800
1996-10-01 31.707935953992400
1996-11-01 31.781902546510700
1996-12-01 31.613350492659100
1997-01-01 32.555484340378900
1997-02-01 32.536402879477900
1997-03-01 32.667080832758800
1997-04-01 32.983566893221300
1997-05-01 33.005744275715610
1997-06-01 33.117443221436890
1997-07-01 33.450616476441000
1997-08-01 33.757832779166100
1997-09-01 34.196630860261700
1997-10-01 33.698861149012300
1997-11-01 34.080277032591894
1997-12-01 34.128843015620696
1998-01-01 34.313283444336600
1998-02-01 34.436515819794600
1998-03-01 34.479819206481800
1998-04-01 34.622441439461696
1998-05-01 34.672639399368500
1998-06-01 34.712999371069700
1998-07-01 35.323347533351296
1998-08-01 34.979939404023700
1998-09-01 35.257807989798400
1998-10-01 35.492830721925100
1998-11-01 35.593264999638900
1998-12-01 35.639007318300600
1999-01-01 36.005718362874600
1999-02-01 36.003851247092210
1999-03-01 36.356140331638300
1999-04-01 36.567291523364794
1999-05-01 36.656246820413300
1999-06-01 36.749167898183800
1999-07-01 35.794301501970200
1999-08-01 35.746954967144700
1999-09-01 37.782916722545600
1999-10-01 38.626104691858000
1999-11-01 37.962665697145900
1999-12-01 38.110460653553710
2000-01-01 38.251216725629300
2000-02-01 38.049470164303500
2000-03-01 38.216693252967100
2000-04-01 39.561353760660400
2000-05-01 39.983478833084995
2000-06-01 40.738014023754500
2000-07-01 41.454807006297600
2000-08-01 42.423323393025704
2000-09-01 42.680419233108700
2000-10-01 41.346439179227204
2000-11-01 41.452168656846794
2000-12-01 43.107417519871290
2001-01-01 41.779694555552300
2001-02-01 41.627909209759600
2001-03-01 41.509982415759700
2001-04-01 42.072034741927100
2001-05-01 42.346422858265100
2001-06-01 43.754312052362790
2001-07-01 43.289386016021990
2001-08-01 43.922875097601500
2001-09-01 42.878699328686200
2001-10-01 42.333186849666600
2001-11-01 43.164274992121400
2001-12-01 43.230936842843796
2002-01-01 43.247249395738500
2002-02-01 44.036896381841900
2002-03-01 44.133764814113206
2002-04-01 43.738172688123996
2002-05-01 43.707919399506906
2002-06-01 43.587916176797705
2002-07-01 43.242582941289605
2002-08-01 43.620432344448500
2002-09-01 43.328204550835200
2002-10-01 43.805980053713796
2002-11-01 44.180947546898790
2002-12-01 44.433888531392100
2003-01-01 44.830455630959705
2003-02-01 44.985627781490500
2003-03-01 45.185056213311010
2003-04-01 45.075249819962800
2003-05-01 45.267796232163500
2003-06-01 45.309476851928700
2003-07-01 44.945698121139600
2003-08-01 45.143283331696300
2003-09-01 45.667390758970700
2003-10-01 45.968113097705710
2003-11-01 46.095099658692895
2003-12-01 46.532922208806600
2004-01-01 45.753461291442000
2004-02-01 45.875003677523004
2004-03-01 45.946577303146400
2004-04-01 46.486065552783700
2004-05-01 46.702135686688390
2004-06-01 47.043041721794100
2004-07-01 47.578256712624100
2004-08-01 48.317639952699790
2004-09-01 47.749999139302700
2004-10-01 47.540945711106204
2004-11-01 47.940607073078795
2004-12-01 47.858369206303700
2005-01-01 47.745976130733100
2005-02-01 47.764288029675505
2005-03-01 47.221843682518795
2005-04-01 47.909600770606794
2005-05-01 47.876015603006710
2005-06-01 47.973031922206400
2005-07-01 47.733044363610000
2005-08-01 48.387307756035796
2005-09-01 49.064715749470100
2005-10-01 48.685825069229004
2005-11-01 48.684861469878400
2005-12-01 48.919785765635396
2006-01-01 46.991074971131600
2006-02-01 47.112258281667610
2006-03-01 47.343984746237204
2006-04-01 47.504752282475300
2006-05-01 48.061107426941500
2006-06-01 47.668190480636700
2006-07-01 47.604173113421900
2006-08-01 48.153445136899500
2006-09-01 48.237084023301400
2006-10-01 48.677706941406605
2006-11-01 48.588485834603794
2006-12-01 48.935951503307200
2007-01-01 48.886888469498500
2007-02-01 49.479245802233800
2007-03-01 49.791573765086300
2007-04-01 49.722922107999710
2007-05-01 50.023912743741896
2007-06-01 50.021255020782000
2007-07-01 50.345906583003995
2007-08-01 50.048263666623896
2007-09-01 50.057287383162205
2007-10-01 50.247719143722600
2007-11-01 50.540996303910504
2007-12-01 50.544617787899800
2008-01-01 51.207944229819496
2008-02-01 51.142035974634300
2008-03-01 51.139756802489700
2008-04-01 51.658630967222500
2008-05-01 51.599558066311700
2008-06-01 52.067232906767906
2008-07-01 52.343961561562004
2008-08-01 52.703019898375000
2008-09-01 53.303808797160700
2008-10-01 52.884606896888900
2008-11-01 52.748429702226300
2008-12-01 53.225745050388100
2009-01-01 53.462228125568295
2009-02-01 53.019386432214795
2009-03-01 53.018009819830105
2009-04-01 52.598034967161595
2009-05-01 52.919010168905710
2009-06-01 53.268830948669994
2009-07-01 51.746021329524496
2009-08-01 52.436878791134700
2009-09-01 52.828295101978600
2009-10-01 52.650551413730100
2009-11-01 52.867682358593800
2009-12-01 53.122211976879704
2010-01-01 53.683754609053295
2010-02-01 52.658353139968010
2010-03-01 53.619267361691506
2010-04-01 54.044174824910790
2010-05-01 54.258249239598996
2010-06-01 54.230978157957200
2010-07-01 54.349241805968000
2010-08-01 54.237945685785000
2010-09-01 54.513861368136396
2010-10-01 54.531651979839600
2010-11-01 54.612093184917796
2010-12-01 54.364411798951394
2011-01-01 54.596949274375600
2011-02-01 55.181575384279000
2011-03-01 55.135823753895600
2011-04-01 55.102138796563610
2011-05-01 54.903136825554200
2011-06-01 54.845353102180100
2011-07-01 55.218633139742600
2011-08-01 55.343907848281496
2011-09-01 55.418617127844000
2011-10-01 55.480237889842606
2011-11-01 55.551049254027400
2011-12-01 55.200207909223610
2012-01-01 56.121250354273904
2012-02-01 56.433259516454500
2012-03-01 55.954432809756405
2012-04-01 56.190049297503390
2012-05-01 56.128983473114005
2012-06-01 56.384036259503000
2012-07-01 56.388381580985900
2012-08-01 56.335914623474295
2012-09-01 56.127742985818900
2012-10-01 56.311780865270000
2012-11-01 56.269828129576595
2012-12-01 56.526934891242504
2013-01-01 56.206012567747500
2013-02-01 56.526781336860296
2013-03-01 56.716048998721895
2013-04-01 56.598384206651204
2013-05-01 56.541566742033600
2013-06-01 56.896586070718700
2013-07-01 56.629562417078105
2013-08-01 56.816345288634500
2013-09-01 56.624024308995104
2013-10-01 56.748623570657700
2013-11-01 56.796424268939600
2013-12-01 56.674421348529800
2014-01-01 56.712300291074600
2014-02-01 56.486840500711200
2014-03-01 56.463323658537000
2014-04-01 56.645608397904100
2014-05-01 56.832370305836110
2014-06-01 57.536938781676000
2014-07-01 56.589016834361200
2014-08-01 57.027854577630210
2014-09-01 57.509832878655900
2014-10-01 56.695597046486505
2014-11-01 56.734466650515000
2014-12-01 56.869140971960896
2015-01-01 56.725979470076396
2015-02-01 56.805769117771400
2015-03-01 56.876852002887600
2015-04-01 59.635725039294606
2015-05-01 59.790690552537000
2015-06-01 59.750490721792005
2015-07-01 59.810708791749896
2015-08-01 59.792738668774206
2015-09-01 60.113448031428500
2015-10-01 60.088604922318105
2015-11-01 60.098540349226000
2015-12-01 60.069651513361500
2016-01-01 59.883475339467900
2016-02-01 59.907126177700704
2016-03-01 60.157330353776295
2016-04-01 60.687840848711396
2016-05-01 60.827201336655600
2016-06-01 60.743338772067005
2016-07-01 61.197567717988800
2016-08-01 60.710487061634800
2016-09-01 61.407960185953600
2016-10-01 61.592991618945504
2016-11-01 61.699581096223895
2016-12-01 62.019121672551800
2017-01-01 61.543577562147600
2017-02-01 62.137919415757800
2017-03-01 62.105024411996900
2017-04-01 62.110881415091500
2017-05-01 62.161913266042994
2017-06-01 62.004743526901500
2017-07-01 65.774966975837900
2017-08-01 66.004326832600600
2017-09-01 65.812546683438400
2017-10-01 65.836233097092400
2017-11-01 65.869453824831800
2017-12-01 65.633473985912600
2018-01-01 66.594446578921390
2018-02-01 66.093632520529300
2018-03-01 66.040869364536900
2018-04-01 65.268644905455400
2018-05-01 65.481794151367910
2018-06-01 65.485489368231600
2018-07-01 65.792599766666800
2018-08-01 65.499833911004100
2018-09-01 65.425899301246300
2018-10-01 65.498293022405390
2018-11-01 65.693781143682800
2018-12-01 65.483578597342900
2019-01-01 66.260902044534800
2019-02-01 66.505981254005290
2019-03-01 66.541092831927300
2019-04-01 64.784925071419200
2019-05-01 64.769827266896500
2019-06-01 64.975633456942500
2019-07-01 65.096932274181300
2019-08-01 64.445394264824600
2019-09-01 64.373959136464900
2019-10-01 64.948588955888610
2019-11-01 65.003451490837490
2019-12-01 64.935251550077200
2020-01-01 63.754980919354104
2020-02-01 63.091827753154300
2020-03-01 63.911439566170500
2020-04-01 60.055706827365600
2020-05-01 60.029981917723596
2020-06-01 59.827760726006794
2020-07-01 58.887603880203200
2020-08-01 59.485686820756800
2020-09-01 59.128141679531794
2020-10-01 58.951544648915300
2020-11-01 58.449999710521600
2020-12-01 58.330286249546600
2021-01-01 58.629545217659210
2021-02-01 57.865283786195300
2021-03-01 58.098561899077396
2021-04-01 58.407418558280300
2021-05-01 58.592053928422600
2021-06-01 58.952610432418204
2021-07-01 59.470333316849000
2021-08-01 60.001103433168400
2021-09-01 60.225354114848390
2021-10-01 60.025374589924000
2021-11-01 60.097733833632205
2021-12-01 61.183618084159700
2022-01-01 60.308484858569300
2022-02-01 60.193149135834000
2022-03-01 60.245498556514900
2022-04-01 60.555681940621994
2022-05-01 60.605653512444704
2022-06-01 61.113771837057705
2022-07-01 61.112315229650300
2022-08-01 61.954359795593994
2022-09-01 61.054732739844000
2022-10-01 60.509946333994996
2022-11-01 60.640444045667400
2022-12-01 60.669582336640900
2023-01-01 61.055612843713400
2023-02-01 61.259266160808900
2023-03-01 61.345630813008000
2023-04-01 61.657501857813800
2023-05-01 62.156898847368710
2023-06-01 63.097520442823900
2023-07-01 62.037740665557390
2023-08-01 61.557004636889710
2023-09-01 61.810802552701794
2023-10-01 62.452525919711704
2023-11-01 62.920776016092700
2023-12-01 63.039535946115510
2024-01-01 63.107931271998500
2024-02-01 63.563454879022000
2024-03-01 63.691015299753104
2024-04-01 63.268855525948200
2024-05-01 63.070744007490700
2024-06-01 62.309375993790400
2024-07-01 62.017271218767100
2024-08-01 65.578261925590710
2024-09-01 68.205164657396800
2024-10-01 67.490667566071900
2024-11-01 67.493557066217200

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