Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD)

Title All Employees: Education and Health Services: Private Educational Services in Washington-Arlington-Alexandria, DC-VA-MD-WV (MD)
Series ID SMU11478946561000001SA
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 7:13 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 47.340751860940800
1990-02-01 46.506701268579900
1990-03-01 46.344183607609395
1990-04-01 45.769386457616704
1990-05-01 46.021852820371290
1990-06-01 46.733258881356790
1990-07-01 46.958900267675300
1990-08-01 48.062798074830894
1990-09-01 47.004652659551200
1990-10-01 47.032597280084200
1990-11-01 46.990147431076500
1990-12-01 46.828405591386000
1991-01-01 47.061639149795596
1991-02-01 47.076898894198210
1991-03-01 47.067271883857600
1991-04-01 48.074414088308004
1991-05-01 48.369988472731800
1991-06-01 48.916848980036500
1991-07-01 47.658350701763894
1991-08-01 48.244355066105896
1991-09-01 48.167507334528295
1991-10-01 46.417290559433205
1991-11-01 47.605863694753890
1991-12-01 47.523051331166400
1992-01-01 47.595662211282000
1992-02-01 47.922904600823706
1992-03-01 47.839068741593500
1992-04-01 49.092621797013100
1992-05-01 48.771525523022795
1992-06-01 48.799929951896200
1992-07-01 48.577143928446290
1992-08-01 49.103976921301204
1992-09-01 48.404467195147106
1992-10-01 49.176847639349700
1992-11-01 49.085748132860700
1992-12-01 49.497524658204604
1993-01-01 50.305105674940300
1993-02-01 49.900232625309500
1993-03-01 50.153119516337696
1993-04-01 49.304637763036300
1993-05-01 49.306774107925800
1993-06-01 49.491109873929990
1993-07-01 50.312527468856100
1993-08-01 50.108762244846400
1993-09-01 50.503655710442200
1993-10-01 50.296291892364700
1993-11-01 50.747299113860600
1993-12-01 50.809732629440404
1994-01-01 50.858727080340610
1994-02-01 50.659363216451204
1994-03-01 50.816774637348790
1994-04-01 51.335162714784900
1994-05-01 51.357155221360294
1994-06-01 50.773341151590800
1994-07-01 51.162742543157700
1994-08-01 51.118107876893400
1994-09-01 51.679393381084395
1994-10-01 52.765999368894400
1994-11-01 51.861433121575004
1994-12-01 51.763716602121400
1995-01-01 50.534418571742110
1995-02-01 50.583628091331995
1995-03-01 50.589606383568494
1995-04-01 50.134258980144610
1995-05-01 50.505052345990290
1995-06-01 52.240521840888796
1995-07-01 53.509849602023706
1995-08-01 51.986355337045710
1995-09-01 53.027532745124900
1995-10-01 53.238553268392295
1995-11-01 53.495520712559205
1995-12-01 53.339926286340510
1996-01-01 54.430547844240600
1996-02-01 55.691483481105200
1996-03-01 55.856298753303100
1996-04-01 55.935751566462095
1996-05-01 57.518971985743600
1996-06-01 55.695113364785996
1996-07-01 54.111866147057896
1996-08-01 55.642700577534200
1996-09-01 55.035093155375700
1996-10-01 55.623853855713904
1996-11-01 55.167537973470004
1996-12-01 55.531502755384210
1997-01-01 53.862697586454800
1997-02-01 54.163962231243104
1997-03-01 54.448391392817705
1997-04-01 54.538989040320900
1997-05-01 55.217228665445795
1997-06-01 54.766876586536206
1997-07-01 54.939152095023400
1997-08-01 55.853669311872610
1997-09-01 56.699266769089206
1997-10-01 56.489618727396000
1997-11-01 56.917398368481210
1997-12-01 58.671765036891200
1998-01-01 60.739743522466405
1998-02-01 61.178637311088710
1998-03-01 61.504370192861200
1998-04-01 60.045569414074900
1998-05-01 61.199887456100900
1998-06-01 62.081537215846204
1998-07-01 62.763670388277400
1998-08-01 62.574565054604210
1998-09-01 62.701133320410000
1998-10-01 63.287625920332700
1998-11-01 63.807332751726800
1998-12-01 63.708766108436606
1999-01-01 64.726627159126210
1999-02-01 64.219247640320700
1999-03-01 64.280349152301600
1999-04-01 65.641418063113900
1999-05-01 64.530611817778590
1999-06-01 63.283428649602100
1999-07-01 63.876940454487600
1999-08-01 65.529208894782400
1999-09-01 65.599616256700300
1999-10-01 65.388443366669210
1999-11-01 65.268342086657500
1999-12-01 64.636883933765600
2000-01-01 63.855947235458900
2000-02-01 64.299434839179800
2000-03-01 63.764849824900500
2000-04-01 65.645165111019710
2000-05-01 65.617395240310200
2000-06-01 67.177840191002500
2000-07-01 67.849874766779600
2000-08-01 69.181424375874000
2000-09-01 64.964562799134700
2000-10-01 65.335223310128300
2000-11-01 65.331834236864210
2000-12-01 65.373644885460790
2001-01-01 64.469572747189400
2001-02-01 64.006790615540300
2001-03-01 64.159039723365400
2001-04-01 64.121311443840500
2001-05-01 64.230834839155900
2001-06-01 65.147124743303600
2001-07-01 67.695592574780290
2001-08-01 69.594770006776900
2001-09-01 66.020375659492200
2001-10-01 65.722229803258000
2001-11-01 65.415488988441710
2001-12-01 66.542731750064600
2002-01-01 66.109035892272900
2002-02-01 65.032276030324110
2002-03-01 64.601283210993900
2002-04-01 65.140541235651500
2002-05-01 67.475583881705800
2002-06-01 68.325604566716600
2002-07-01 70.732902947596400
2002-08-01 72.498633515211810
2002-09-01 67.692314742273910
2002-10-01 67.881402243961100
2002-11-01 68.074655014358900
2002-12-01 68.139845527073090
2003-01-01 62.980896776344004
2003-02-01 62.469906817769700
2003-03-01 63.436549305433104
2003-04-01 62.005609436218900
2003-05-01 61.323680426859795
2003-06-01 61.244027369489096
2003-07-01 61.754083238565210
2003-08-01 61.613563539972105
2003-09-01 63.725472399838890
2003-10-01 63.397825545917800
2003-11-01 63.435602438296000
2003-12-01 63.648286228436795
2004-01-01 64.753577600480700
2004-02-01 66.289700074912700
2004-03-01 66.383951502898300
2004-04-01 67.287559823840300
2004-05-01 67.467634691080600
2004-06-01 67.814006137847600
2004-07-01 67.031071372708210
2004-08-01 66.987441787968100
2004-09-01 68.958017391329900
2004-10-01 69.308187181358700
2004-11-01 68.846852102814510
2004-12-01 68.220186298568700
2005-01-01 69.358784738183800
2005-02-01 69.675088005674300
2005-03-01 69.325073204613290
2005-04-01 68.617877272287200
2005-05-01 69.585169641258200
2005-06-01 69.137543754856010
2005-07-01 69.550307814560610
2005-08-01 69.399046744288200
2005-09-01 70.849362127809000
2005-10-01 71.477883166896590
2005-11-01 73.102977088308100
2005-12-01 73.542959059742700
2006-01-01 73.183937778490590
2006-02-01 73.681130107283100
2006-03-01 73.823489792108400
2006-04-01 74.412977200882710
2006-05-01 73.361130838838900
2006-06-01 73.641675394795000
2006-07-01 72.395283760925210
2006-08-01 71.395989358243500
2006-09-01 72.831682334793500
2006-10-01 74.834632369979200
2006-11-01 76.075116228081500
2006-12-01 76.428172106503000
2007-01-01 76.041825344175210
2007-02-01 77.601689132592200
2007-03-01 78.163159136243500
2007-04-01 77.121236971515900
2007-05-01 75.818597618249200
2007-06-01 75.906701863895800
2007-07-01 75.665062930951410
2007-08-01 74.588904511197700
2007-09-01 77.019291568107400
2007-10-01 79.354297485503510
2007-11-01 78.447844414491090
2007-12-01 79.986901230339700
2008-01-01 77.346181552363700
2008-02-01 76.976296406281700
2008-03-01 77.140726415416100
2008-04-01 78.002067190632420
2008-05-01 79.766549069910500
2008-06-01 80.248325486395800
2008-07-01 80.940462279804490
2008-08-01 80.567988494609300
2008-09-01 81.043896720778500
2008-10-01 79.767765893117500
2008-11-01 79.227097831861710
2008-12-01 80.736409798377800
2009-01-01 80.970969044057100
2009-02-01 80.665705454997210
2009-03-01 80.936846391420700
2009-04-01 81.125753709907500
2009-05-01 81.552769953974290
2009-06-01 81.334744829405100
2009-07-01 80.631529785719410
2009-08-01 79.549054335496790
2009-09-01 77.070733440822600
2009-10-01 80.209684803315200
2009-11-01 80.138647109417200
2009-12-01 81.373585501350010
2010-01-01 80.530483106285420
2010-02-01 79.863679564217100
2010-03-01 80.898040706143700
2010-04-01 81.856687160052300
2010-05-01 83.247609006211590
2010-06-01 83.539550375797600
2010-07-01 83.251772201280300
2010-08-01 84.136600408442500
2010-09-01 82.742396683519400
2010-10-01 81.459527823224400
2010-11-01 81.517934056048090
2010-12-01 82.821745439054100
2011-01-01 85.528223479548700
2011-02-01 85.902082468914300
2011-03-01 86.105332188912300
2011-04-01 85.380557027814500
2011-05-01 81.652337576260010
2011-06-01 85.617737478668500
2011-07-01 87.420835182474900
2011-08-01 87.346094779306510
2011-09-01 87.566101034953990
2011-10-01 85.670231557876800
2011-11-01 85.405204322832790
2011-12-01 84.278243514429100
2012-01-01 85.172771894467090
2012-02-01 84.723410938290700
2012-03-01 85.017321575430100
2012-04-01 85.236859539320490
2012-05-01 85.603054337796100
2012-06-01 84.559185637730600
2012-07-01 82.964518488391000
2012-08-01 85.074867627986900
2012-09-01 87.377256778716500
2012-10-01 89.145736980572210
2012-11-01 88.834230455507800
2012-12-01 89.421405234592300
2013-01-01 89.004714841738000
2013-02-01 89.745411465443310
2013-03-01 89.976725494676500
2013-04-01 93.162034580469400
2013-05-01 93.873655737425300
2013-06-01 89.586002767961100
2013-07-01 91.088480605675300
2013-08-01 91.439415288781590
2013-09-01 94.396309032647100
2013-10-01 93.006824737729490
2013-11-01 92.959595880776720
2013-12-01 93.216406514092100
2014-01-01 93.141403505802400
2014-02-01 92.755853333372290
2014-03-01 93.023537082348900
2014-04-01 92.993807624395000
2014-05-01 92.298217645770100
2014-06-01 94.131395360786100
2014-07-01 94.168622551302200
2014-08-01 94.810397670269080
2014-09-01 94.013407727283500
2014-10-01 94.519357595238090
2014-11-01 94.796716238695510
2014-12-01 95.217652834400300
2015-01-01 94.698734892555080
2015-02-01 96.031741198669410
2015-03-01 95.932388051342300
2015-04-01 98.554101700442000
2015-05-01 98.234044614283010
2015-06-01 98.806140145949400
2015-07-01 101.208619106655010
2015-08-01 101.343085047129010
2015-09-01 100.861902786157000
2015-10-01 102.833539816551000
2015-11-01 102.996406042005000
2015-12-01 102.746026528779000
2016-01-01 100.607956311824000
2016-02-01 101.981603123829000
2016-03-01 102.361750584155000
2016-04-01 101.448709495993000
2016-05-01 100.723331678626990
2016-06-01 100.192857588995990
2016-07-01 101.314860328453010
2016-08-01 102.145861579828000
2016-09-01 101.712672689016000
2016-10-01 100.052245820049990
2016-11-01 99.494145655855790
2016-12-01 99.248863446184900
2017-01-01 99.778891224603710
2017-02-01 99.977240097085910
2017-03-01 100.058101915333000
2017-04-01 98.547526567215290
2017-05-01 98.951140244266910
2017-06-01 99.457740241589000
2017-07-01 98.994611091712500
2017-08-01 99.571536049565600
2017-09-01 100.110876218054000
2017-10-01 100.805344578430010
2017-11-01 100.889715654915010
2017-12-01 101.028100925377000
2018-01-01 100.864136857990000
2018-02-01 101.861917121596000
2018-03-01 101.754749027940010
2018-04-01 102.040720239563000
2018-05-01 102.179535618260000
2018-06-01 101.283102315287000
2018-07-01 101.409798656436010
2018-08-01 101.657303524314000
2018-09-01 102.141669376863000
2018-10-01 101.835211104964000
2018-11-01 102.430683850857000
2018-12-01 102.281428516340010
2019-01-01 102.645703689261000
2019-02-01 102.553075611344000
2019-03-01 103.619682108440000
2019-04-01 102.016989664376000
2019-05-01 101.176440189378000
2019-06-01 102.561234770036000
2019-07-01 100.629646327096000
2019-08-01 100.593231952900010
2019-09-01 100.358277398575000
2019-10-01 100.285174385944000
2019-11-01 100.813421086614000
2019-12-01 100.732347067535000
2020-01-01 101.250959974253000
2020-02-01 101.709597647702010
2020-03-01 101.727620377572010
2020-04-01 91.592465040662400
2020-05-01 89.827937156150710
2020-06-01 91.801417070261500
2020-07-01 91.343564156592010
2020-08-01 91.124940331638910
2020-09-01 90.487738360025600
2020-10-01 90.577128827150200
2020-11-01 90.613660562540910
2020-12-01 90.317845647987280
2021-01-01 91.043769078027500
2021-02-01 90.884365622941300
2021-03-01 91.004429148873000
2021-04-01 90.816696955376800
2021-05-01 88.823477327808490
2021-06-01 90.828655489981290
2021-07-01 91.929373756924920
2021-08-01 92.304636134989900
2021-09-01 92.359040351227390
2021-10-01 92.969464270716220
2021-11-01 92.531857144284800
2021-12-01 92.915141857212200
2022-01-01 91.348757288412800
2022-02-01 92.635190890081720
2022-03-01 92.840838696371400
2022-04-01 93.541079063400400
2022-05-01 93.727999249895590
2022-06-01 93.257153140063400
2022-07-01 93.764785153973900
2022-08-01 93.909311311071000
2022-09-01 94.590749420349710
2022-10-01 93.286490198978710
2022-11-01 93.323750466241800
2022-12-01 92.788202453073010
2023-01-01 93.438334995796000
2023-02-01 93.231318843095900
2023-03-01 93.781584671012810
2023-04-01 92.917476216501910
2023-05-01 93.924920646813900
2023-06-01 94.590383980207700
2023-07-01 94.162950516198700
2023-08-01 94.094318898034500
2023-09-01 94.007878862288800
2023-10-01 93.281845139724410
2023-11-01 92.420366212290200
2023-12-01 93.598393942907600
2024-01-01 92.715679427713510
2024-02-01 92.638478997903010
2024-03-01 92.152245773718090
2024-04-01 91.960454399443700
2024-05-01 92.438814394482590
2024-06-01 92.204917796293800
2024-07-01 91.193880575325410
2024-08-01 89.921373604825490
2024-09-01 91.313043050291400
2024-10-01 91.727360178654700
2024-11-01 92.247499168440910
2024-12-01 92.951256125953110

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