Table Data - All Employees: Education and Health Services: Private Education and Health Services in Hagerstown-Martinsburg, MD-WV (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Hagerstown-Martinsburg, MD-WV (MSA)
Series ID HAGE124EDUH
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 2026-05-01
Last Updated 2026-06-24 10:03 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. 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 7.13709687041249
1990-02-01 7.25879316036182
1990-03-01 7.31447332551524
1990-04-01 7.41965249763640
1990-05-01 7.48403935754754
1990-06-01 7.54453055884308
1990-07-01 7.60404225527936
1990-08-01 7.65830937356263
1990-09-01 7.64636089927278
1990-10-01 7.69543979568642
1990-11-01 7.73148276481783
1990-12-01 7.70058367565098
1991-01-01 7.73908745717578
1991-02-01 7.76368935818413
1991-03-01 7.81620868851394
1991-04-01 7.91973672476196
1991-05-01 7.88063208522129
1991-06-01 7.94631663651673
1991-07-01 7.90278868910795
1991-08-01 7.85972878368556
1991-09-01 7.94003918082063
1991-10-01 7.99744785666848
1991-11-01 8.03163700396803
1991-12-01 8.09871886100600
1992-01-01 8.14260150709213
1992-02-01 8.26698997500586
1992-03-01 8.21936766354293
1992-04-01 8.21865891245453
1992-05-01 8.17578030811899
1992-06-01 8.35292043405941
1992-07-01 8.40077020277241
1992-08-01 8.46139211979054
1992-09-01 8.52810249861554
1992-10-01 8.59821190445045
1992-11-01 8.63148913951655
1992-12-01 8.69529788444244
1993-01-01 8.75175313755038
1993-02-01 8.76738875217372
1993-03-01 8.82735956579978
1993-04-01 8.81678807984583
1993-05-01 8.76602147333224
1993-06-01 8.86274280306204
1993-07-01 8.99967714313500
1993-08-01 8.96456668332451
1993-09-01 9.01794269823915
1993-10-01 8.99779499962513
1993-11-01 9.02315509790851
1993-12-01 9.09211841605470
1994-01-01 9.16570827225719
1994-02-01 9.16411820179605
1994-03-01 9.23829194410294
1994-04-01 9.31402489286782
1994-05-01 9.35609778229473
1994-06-01 9.36984068113491
1994-07-01 9.40155632030884
1994-08-01 9.36718182257187
1994-09-01 9.40919536237726
1994-10-01 9.39790558090846
1994-11-01 9.51386125841835
1994-12-01 9.48642094157471
1995-01-01 9.48257522042537
1995-02-01 9.56041309723866
1995-03-01 9.55151674214000
1995-04-01 9.60851974020599
1995-05-01 9.64566995984226
1995-06-01 9.66996633684400
1995-07-01 9.80664712192670
1995-08-01 9.87432889829079
1995-09-01 9.90639226238117
1995-10-01 10.29691749809360
1995-11-01 10.30098313635580
1995-12-01 10.27672109138860
1996-01-01 10.30650000630090
1996-02-01 10.35773128391680
1996-03-01 10.36584173904330
1996-04-01 10.40388709036560
1996-05-01 10.43686944803590
1996-06-01 10.35697222991250
1996-07-01 10.41311866680560
1996-08-01 10.48753604811930
1996-09-01 10.50737535581270
1996-10-01 10.69814223346390
1996-11-01 10.69213291965820
1996-12-01 10.66336716354640
1997-01-01 10.72310952100230
1997-02-01 10.75451262795990
1997-03-01 10.76763338557090
1997-04-01 10.80081284854060
1997-05-01 10.82893513125060
1997-06-01 10.93809065309050
1997-07-01 10.92574322882470
1997-08-01 11.00922870811710
1997-09-01 11.01388559484540
1997-10-01 10.90076011989210
1997-11-01 10.88546399747650
1997-12-01 10.94835098859390
1998-01-01 10.92831754740230
1998-02-01 10.95217395390470
1998-03-01 10.95919213780550
1998-04-01 10.99929436106070
1998-05-01 11.02888864729220
1998-06-01 11.02308274531550
1998-07-01 11.03544075854340
1998-08-01 11.02712087846110
1998-09-01 11.02243388808690
1998-10-01 11.21165446389560
1998-11-01 11.18788749566510
1998-12-01 11.23028076854880
1999-01-01 11.22637847414710
1999-02-01 11.25380574361840
1999-03-01 11.24470306220440
1999-04-01 11.29409734472810
1999-05-01 11.32456602919670
1999-06-01 11.41831460505340
1999-07-01 11.44894934931680
1999-08-01 11.34360587012630
1999-09-01 11.42476299256140
1999-10-01 11.42405578406930
1999-11-01 11.49057542329090
1999-12-01 11.51584762014300
2000-01-01 11.51610624243950
2000-02-01 11.55245142176400
2000-03-01 11.63417438074320
2000-04-01 11.58839652742310
2000-05-01 11.62380256295750
2000-06-01 11.62599145617040
2000-07-01 11.55861909222740
2000-08-01 11.54887700861410
2000-09-01 11.72567002304780
2000-10-01 11.83846646451300
2000-11-01 11.89246403646000
2000-12-01 11.80671521097190
2001-01-01 12.00244250245840
2001-02-01 12.05104235503360
2001-03-01 12.12128559307920
2001-04-01 12.18584887684750
2001-05-01 12.21809385250130
2001-06-01 12.34592873824720
2001-07-01 12.47873998292570
2001-08-01 12.54954603148270
2001-09-01 12.52344346023030
2001-10-01 12.54316475848810
2001-11-01 12.58741116589870
2001-12-01 12.69796451636540
2002-01-01 12.68845700516560
2002-02-01 12.74615282439570
2002-03-01 12.81446775060360
2002-04-01 12.88881809625410
2002-05-01 12.91940159224900
2002-06-01 12.87284912120830
2002-07-01 12.89033915965950
2002-08-01 12.94176267589910
2002-09-01 13.02272616699110
2002-10-01 12.93869386511070
2002-11-01 12.98406785730600
2002-12-01 12.89440179535670
2003-01-01 13.07549401611480
2003-02-01 13.03627247477870
2003-03-01 13.00788360157170
2003-04-01 13.09635139577310
2003-05-01 13.12402397540890
2003-06-01 13.20622466265580
2003-07-01 13.09937547753980
2003-08-01 13.13886647246360
2003-09-01 13.12203089120110
2003-10-01 13.12076674415880
2003-11-01 13.17513380482180
2003-12-01 13.19569070254760
2004-01-01 13.26680411025870
2004-02-01 13.22359080131050
2004-03-01 13.30402965804650
2004-04-01 13.20757088591030
2004-05-01 13.13423649857930
2004-06-01 13.23195187128290
2004-07-01 13.30149434876960
2004-08-01 13.33891754236930
2004-09-01 13.32199715023690
2004-10-01 13.40371632643170
2004-11-01 13.36480973289180
2004-12-01 13.39758633873920
2005-01-01 13.26372629691360
2005-02-01 13.31484888883210
2005-03-01 13.29281652836960
2005-04-01 13.31870732060590
2005-05-01 13.34214230174710
2005-06-01 13.35287477629290
2005-07-01 13.40320807695090
2005-08-01 13.33999875909450
2005-09-01 13.52347606585120
2005-10-01 13.48548035504420
2005-11-01 13.45527467926960
2005-12-01 13.50011731209650
2006-01-01 13.57061242434670
2006-02-01 13.60864096903530
2006-03-01 13.58378826519180
2006-04-01 13.62429443680980
2006-05-01 13.54747849665320
2006-06-01 13.66238673394440
2006-07-01 13.70286517790030
2006-08-01 13.74572162558370
2006-09-01 13.82547923522530
2006-10-01 13.87472874757210
2006-11-01 13.95378696024210
2006-12-01 13.89698386890280
2007-01-01 13.97843670315500
2007-02-01 14.00955110483120
2007-03-01 14.07517476571610
2007-04-01 14.01755168100200
2007-05-01 14.04573507275090
2007-06-01 14.06454845255720
2007-07-01 14.10582030006940
2007-08-01 14.15647296033170
2007-09-01 14.12460374095540
2007-10-01 14.07527286280560
2007-11-01 14.15506627835590
2007-12-01 14.19661474793670
2008-01-01 14.18620140092620
2008-02-01 14.21147387588150
2008-03-01 14.26996211913550
2008-04-01 14.30247434128990
2008-05-01 14.33739469537520
2008-06-01 14.35540299357160
2008-07-01 14.41345141168890
2008-08-01 14.47015008917830
2008-09-01 14.32471952880720
2008-10-01 14.48558245248600
2008-11-01 14.46040494054330
2008-12-01 14.49511965312160
2009-01-01 14.48901297779110
2009-02-01 14.51624199905660
2009-03-01 14.46216728540280
2009-04-01 14.48215765279470
2009-05-01 14.53101023208310
2009-06-01 14.54230898603830
2009-07-01 14.52486891327760
2009-08-01 14.47838698907170
2009-09-01 14.52921814371980
2009-10-01 14.59479404502800
2009-11-01 14.56847554913770
2009-12-01 14.59899316140890
2010-01-01 14.58632477610540
2010-02-01 14.51589040077090
2010-03-01 14.55739131425790
2010-04-01 14.56538647470450
2010-05-01 14.32386153732440
2010-06-01 14.62728390908750
2010-07-01 14.54133588279790
2010-08-01 14.48373318847040
2010-09-01 14.53494173320330
2010-10-01 14.50312508997260
2010-11-01 14.57538296417320
2010-12-01 14.60544495038960
2011-01-01 14.57570503396630
2011-02-01 14.71835426220890
2011-03-01 14.75340970350540
2011-04-01 14.84722500169740
2011-05-01 14.91776161455940
2011-06-01 14.91682685922520
2011-07-01 14.86443770265710
2011-08-01 14.98249963093770
2011-09-01 15.13782706753520
2011-10-01 15.11231457906850
2011-11-01 15.17400672883640
2011-12-01 15.11502996026470
2012-01-01 15.26685523204010
2012-02-01 15.31724910670210
2012-03-01 15.34692314200500
2012-04-01 15.33641342877880
2012-05-01 15.31221410868660
2012-06-01 15.41281912762850
2012-07-01 15.39121102524490
2012-08-01 15.47922535748190
2012-09-01 15.43966286672990
2012-10-01 15.52073154909860
2012-11-01 15.46776245187970
2012-12-01 15.51837568862790
2013-01-01 15.65309790341920
2013-02-01 15.62217510988430
2013-03-01 15.64483307046310
2013-04-01 15.62463815115670
2013-05-01 15.71569047949890
2013-06-01 15.71655724238800
2013-07-01 15.71248506959520
2013-08-01 15.77290627786560
2013-09-01 15.74182526565860
2013-10-01 15.71740291691420
2013-11-01 15.76096842721640
2013-12-01 15.72166852559500
2014-01-01 15.63523519517660
2014-02-01 15.62190559719770
2014-03-01 15.65546397740690
2014-04-01 15.71821004474290
2014-05-01 15.71851159432450
2014-06-01 15.73010910691240
2014-07-01 15.71859924414930
2014-08-01 15.77681070415320
2014-09-01 15.74541399365660
2014-10-01 15.70358535530710
2014-11-01 15.75147815718250
2014-12-01 15.71394096731600
2015-01-01 15.82474385786370
2015-02-01 15.92440330913800
2015-03-01 15.97022746742900
2015-04-01 15.81071803914890
2015-05-01 15.92702581178710
2015-06-01 15.94790728818060
2015-07-01 15.91827809217370
2015-08-01 15.88490902827800
2015-09-01 15.95203870020280
2015-10-01 16.37915903686750
2015-11-01 16.43442144351810
2015-12-01 16.50410248010560
2016-01-01 16.52487480147220
2016-02-01 16.41929096828800
2016-03-01 16.48499397849310
2016-04-01 16.60840544366600
2016-05-01 16.53340029724000
2016-06-01 16.46810789815190
2016-07-01 16.61224411237080
2016-08-01 16.70544780924520
2016-09-01 16.75615688477790
2016-10-01 16.74678419266790
2016-11-01 16.72238273992560
2016-12-01 16.69390301635820
2017-01-01 16.72883857525230
2017-02-01 16.71376627295300
2017-03-01 16.60253618030820
2017-04-01 16.71399005789940
2017-05-01 16.74963437718330
2017-06-01 16.68288589055340
2017-07-01 16.79221140023470
2017-08-01 16.61137741275150
2017-09-01 16.76417306480410
2017-10-01 16.80897478898460
2017-11-01 16.81184002719340
2017-12-01 16.89835591989980
2018-01-01 16.83467067462110
2018-02-01 16.91077976360300
2018-03-01 16.91639395848310
2018-04-01 16.72812053770090
2018-05-01 16.86550439314380
2018-06-01 16.98947127778250
2018-07-01 16.75822594164410
2018-08-01 16.81352462837080
2018-09-01 16.77224563857740
2018-10-01 16.87982458332130
2018-11-01 17.00971398629520
2018-12-01 16.90067424199250
2019-01-01 16.94916856734170
2019-02-01 17.01234941927600
2019-03-01 17.12549886312630
2019-04-01 17.13881591710660
2019-05-01 17.18449645018330
2019-06-01 17.18137393996240
2019-07-01 17.22832730653980
2019-08-01 17.20572303594430
2019-09-01 17.38124800105600
2019-10-01 17.25738976419100
2019-11-01 17.20930529016230
2019-12-01 17.31349847948310
2020-01-01 17.36807093973040
2020-02-01 17.41755587477070
2020-03-01 17.32575476554960
2020-04-01 14.45826283295420
2020-05-01 14.80234407566260
2020-06-01 15.14925162122150
2020-07-01 15.38179968279100
2020-08-01 15.48774787880700
2020-09-01 15.58450447985300
2020-10-01 15.67144964434610
2020-11-01 15.73374641998560
2020-12-01 15.62985021487200
2021-01-01 16.27291682350550
2021-02-01 16.22322059887390
2021-03-01 16.32875474698740
2021-04-01 16.25394651170970
2021-05-01 16.21291792279020
2021-06-01 16.22541069205910
2021-07-01 16.16232397956320
2021-08-01 16.07907376661810
2021-09-01 15.97836065206740
2021-10-01 15.98620165854290
2021-11-01 15.94703503981000
2021-12-01 16.03762196117400
2022-01-01 15.97935396643050
2022-02-01 16.03497051568710
2022-03-01 16.02734285390350
2022-04-01 16.05295567611410
2022-05-01 16.01201427360050
2022-06-01 15.89514537247410
2022-07-01 16.04978532599040
2022-08-01 16.06887201002050
2022-09-01 16.07008408375870
2022-10-01 16.21601850442210
2022-11-01 16.16222259821130
2022-12-01 16.13708877552760
2023-01-01 16.18521565783660
2023-02-01 16.24332182107040
2023-03-01 16.22617468438890
2023-04-01 16.15324612953140
2023-05-01 16.29906223827510
2023-06-01 16.47140194502000
2023-07-01 16.55696207663150
2023-08-01 16.56152469536680
2023-09-01 16.66148828264850
2023-10-01 16.64249666372430
2023-11-01 16.76431050002960
2023-12-01 16.93586404582890
2024-01-01 17.09422214037140
2024-02-01 17.15368750406690
2024-03-01 17.22150338797460
2024-04-01 17.35645484648840
2024-05-01 17.38046644147140
2024-06-01 17.54995275161040
2024-07-01 17.17078235507580
2024-08-01 17.36025211051650
2024-09-01 17.34953033002920
2024-10-01 17.16726124282410
2024-11-01 17.16692084840530
2024-12-01 17.13375281124110
2025-01-01 16.98983139549800
2025-02-01 16.95613792076360
2025-03-01 17.02188917052820
2025-04-01 16.96429678869620
2025-05-01 16.96045063099040
2025-06-01 16.94727444905460
2025-07-01 16.88258175349390
2025-08-01 16.95602643136530
2025-09-01 16.94141440804280
2025-10-01 16.98335981793620
2025-11-01 17.06233110014670
2025-12-01 17.03337832699560
2026-01-01 17.08959585864200
2026-02-01 17.06241232105920
2026-03-01 17.01787521886240
2026-04-01 16.97226126824940
2026-05-01 17.04748812913020

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