Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Williamsport, PA (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Williamsport, PA (MSA)
Series ID WILL742EDUH
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 2025-11-01
Last Updated 2026-01-07 9:30 PM 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 5.82046782596830
1990-02-01 5.86691929765173
1990-03-01 6.00093011688807
1990-04-01 5.90846298282968
1990-05-01 6.24866083844509
1990-06-01 5.91243785962805
1990-07-01 6.03283098137633
1990-08-01 6.06178995066276
1990-09-01 6.08981612567906
1990-10-01 6.04554475684685
1990-11-01 6.04349289134390
1990-12-01 6.07017743000417
1991-01-01 6.32371433388035
1991-02-01 6.26641230365352
1991-03-01 6.29259067297826
1991-04-01 6.40220718845835
1991-05-01 6.45109226115239
1991-06-01 6.51318050203706
1991-07-01 6.53903904590587
1991-08-01 6.57105718311566
1991-09-01 6.58898411236028
1991-10-01 6.64568018145675
1991-11-01 6.73869026643431
1991-12-01 6.77524110209125
1992-01-01 6.72190072018899
1992-02-01 6.76041617314268
1992-03-01 6.68486669973375
1992-04-01 6.58317926658675
1992-05-01 6.75977530348552
1992-06-01 6.82231523459283
1992-07-01 6.84959229313558
1992-08-01 6.89399502604595
1992-09-01 6.88555402230721
1992-10-01 6.93834288618798
1992-11-01 6.92558365071297
1992-12-01 6.97638851049529
1993-01-01 7.03165176542755
1993-02-01 6.84571081288690
1993-03-01 6.86186064970249
1993-04-01 7.07211150657895
1993-05-01 7.08072129684789
1993-06-01 7.03008231796943
1993-07-01 7.16236820068412
1993-08-01 7.22397279359602
1993-09-01 7.17961934786640
1993-10-01 7.22776223764984
1993-11-01 7.21260152223703
1993-12-01 7.27610611874035
1994-01-01 7.23358084774644
1994-02-01 7.33169964585680
1994-03-01 7.43157443167727
1994-04-01 7.36169967615516
1994-05-01 7.40967436180950
1994-06-01 7.45125739049915
1994-07-01 7.27007712530577
1994-08-01 7.25103811732832
1994-09-01 7.27933298710015
1994-10-01 7.21167393307014
1994-11-01 7.29881654708130
1994-12-01 7.16412520209288
1995-01-01 7.34638933243252
1995-02-01 7.32061219828664
1995-03-01 7.29065861958486
1995-04-01 7.46139179915903
1995-05-01 7.64154913258014
1995-06-01 7.36076081389299
1995-07-01 7.47686569154598
1995-08-01 7.47791111443583
1995-09-01 7.68742357762840
1995-10-01 7.69451775869895
1995-11-01 7.69081802498606
1995-12-01 7.65568319891050
1996-01-01 7.54294602107807
1996-02-01 7.71183607927098
1996-03-01 7.75873371517281
1996-04-01 7.56203445299663
1996-05-01 7.56093067001960
1996-06-01 7.67817925141020
1996-07-01 7.68601447162539
1996-08-01 7.69620657541889
1996-09-01 7.70429771773872
1996-10-01 7.67001558208248
1996-11-01 7.67808205405913
1996-12-01 7.73911599296570
1997-01-01 7.74925493098299
1997-02-01 7.71190306770348
1997-03-01 7.84363359547500
1997-04-01 7.66989963107725
1997-05-01 7.66911468044000
1997-06-01 7.67981595487292
1997-07-01 7.78967933432996
1997-08-01 7.79988053008569
1997-09-01 7.72428228805953
1997-10-01 7.75351058782633
1997-11-01 7.76761033774797
1997-12-01 7.82396981686219
1998-01-01 7.75718353571027
1998-02-01 7.72151210131659
1998-03-01 7.74983554554820
1998-04-01 7.87852634138611
1998-05-01 7.75386053411818
1998-06-01 7.99028096736437
1998-07-01 7.78811641894688
1998-08-01 7.68079691533954
1998-09-01 7.73546374967813
1998-10-01 7.83493112922993
1998-11-01 7.66125053678620
1998-12-01 7.81393415087380
1999-01-01 7.98781904490958
1999-02-01 8.04474755728484
1999-03-01 7.96614491229337
1999-04-01 7.78766841145070
1999-05-01 7.82306824723094
1999-06-01 7.68725290364060
1999-07-01 7.58005150197675
1999-08-01 7.65511494396385
1999-09-01 7.63250737201393
1999-10-01 7.72115236107260
1999-11-01 7.75898186523080
1999-12-01 7.72266781982125
2000-01-01 7.72757295808345
2000-02-01 7.66558481430532
2000-03-01 7.68765764379572
2000-04-01 7.79671539438305
2000-05-01 7.78069344706025
2000-06-01 7.89143893878934
2000-07-01 7.87076815785389
2000-08-01 7.82307319641367
2000-09-01 7.60921324326256
2000-10-01 7.70689297430624
2000-11-01 7.86675568705093
2000-12-01 7.94080670366874
2001-01-01 7.77345723752377
2001-02-01 7.88592815069558
2001-03-01 7.80753937356262
2001-04-01 7.90336589860593
2001-05-01 7.94744869036892
2001-06-01 7.88651087915656
2001-07-01 7.95325408193311
2001-08-01 7.99260848118176
2001-09-01 7.98294399564206
2001-10-01 8.00473397926775
2001-11-01 7.88177969818068
2001-12-01 7.65722784449822
2002-01-01 7.91421515425002
2002-02-01 7.89380854543005
2002-03-01 8.02534350101398
2002-04-01 7.90112596544924
2002-05-01 8.02499136229894
2002-06-01 7.99290639164689
2002-07-01 8.03563409851627
2002-08-01 8.06375100897085
2002-09-01 8.05872133566635
2002-10-01 8.10536608449424
2002-11-01 8.10534622943252
2002-12-01 7.77276684316887
2003-01-01 7.93508423737355
2003-02-01 7.99785843791348
2003-03-01 8.03353322680224
2003-04-01 8.08823479394991
2003-05-01 8.31654634178101
2003-06-01 8.19967735035861
2003-07-01 8.22490629893143
2003-08-01 8.25218646254230
2003-09-01 8.34448828558130
2003-10-01 8.30799123054210
2003-11-01 8.32263601486375
2003-12-01 8.18811822742612
2004-01-01 8.63756147936724
2004-02-01 8.69097700085524
2004-03-01 8.73435807633438
2004-04-01 8.76847820973746
2004-05-01 8.81484833148182
2004-06-01 8.91093193159085
2004-07-01 8.82829066002722
2004-08-01 8.85572486100213
2004-09-01 8.83622439080210
2004-10-01 8.91348352530857
2004-11-01 8.93349526905986
2004-12-01 9.00103659526090
2005-01-01 8.91792431532043
2005-02-01 8.98172002996263
2005-03-01 8.93233908973453
2005-04-01 9.05077736284084
2005-05-01 9.01653641763998
2005-06-01 9.01724171156541
2005-07-01 9.14055798327675
2005-08-01 9.16766135438694
2005-09-01 9.13662476040204
2005-10-01 9.12045952781404
2005-11-01 9.13431051648044
2005-12-01 9.10749309582420
2006-01-01 9.09807948591782
2006-02-01 9.07092091347947
2006-03-01 9.23186849684432
2006-04-01 9.03636590303187
2006-05-01 9.01227985219258
2006-06-01 9.02755536931910
2006-07-01 9.05181241141059
2006-08-01 9.08272322417679
2006-09-01 9.13709575052431
2006-10-01 9.12390917891009
2006-11-01 9.13734103300984
2006-12-01 9.01498700722162
2007-01-01 9.17243018769487
2007-02-01 9.16503430413804
2007-03-01 9.22721839654123
2007-04-01 9.24166395851668
2007-05-01 9.19618982209500
2007-06-01 9.23283640166333
2007-07-01 9.06539851118461
2007-08-01 9.19462874910183
2007-09-01 9.13403996865737
2007-10-01 9.32545343212449
2007-11-01 9.43675216901467
2007-12-01 9.42524617678523
2008-01-01 9.45645640406201
2008-02-01 9.46363685870848
2008-03-01 9.42467547512478
2008-04-01 9.45614641681053
2008-05-01 9.26816351627659
2008-06-01 9.43393564650261
2008-07-01 9.37218680284433
2008-08-01 9.40418931216988
2008-09-01 9.32706851822865
2008-10-01 9.33614235649443
2008-11-01 9.23852987791891
2008-12-01 9.23542858231224
2009-01-01 9.23853185501159
2009-02-01 9.26510449386347
2009-03-01 9.32700425919283
2009-04-01 9.28004515506409
2009-05-01 9.13328340315229
2009-06-01 9.23121848644597
2009-07-01 9.27497180246671
2009-08-01 9.19986181457983
2009-09-01 9.22494051916484
2009-10-01 9.24851805860313
2009-11-01 9.14219410230933
2009-12-01 9.24321310558490
2010-01-01 9.23133460504431
2010-02-01 9.17165081997678
2010-03-01 9.12986929173200
2010-04-01 9.10113954017957
2010-05-01 9.19888615032878
2010-06-01 9.12746626125135
2010-07-01 9.06793231108050
2010-08-01 9.09047861091396
2010-09-01 9.12891361968660
2010-10-01 9.06460356707426
2010-11-01 9.14340623423749
2010-12-01 9.05225387642043
2011-01-01 9.02303978845428
2011-02-01 9.08212380888493
2011-03-01 9.03365791249078
2011-04-01 9.01963457304528
2011-05-01 9.07105483269730
2011-06-01 9.01674471174035
2011-07-01 9.06211431895401
2011-08-01 9.07736502636494
2011-09-01 9.13425307846608
2011-10-01 9.07936813124181
2011-11-01 9.14072100896525
2011-12-01 9.16568522793444
2012-01-01 9.22386238396874
2012-02-01 9.19287034121688
2012-03-01 9.23266085283442
2012-04-01 9.22872134345250
2012-05-01 9.25129079614801
2012-06-01 9.19995176809434
2012-07-01 9.25592499838999
2012-08-01 9.26858417030786
2012-09-01 9.14658582676744
2012-10-01 9.19345539537635
2012-11-01 9.13426978946256
2012-12-01 9.18165904196141
2013-01-01 9.12446992460562
2013-02-01 9.09952055821489
2013-03-01 9.12912270101057
2013-04-01 9.12923813413847
2013-05-01 9.13895110303532
2013-06-01 9.18615097945125
2013-07-01 9.15091385929906
2013-08-01 9.16480091573001
2013-09-01 9.16116129270930
2013-10-01 9.19917577015068
2013-11-01 9.22821037508916
2013-12-01 9.19655106541292
2014-01-01 9.33136421320348
2014-02-01 9.29902059990704
2014-03-01 9.22520275269339
2014-04-01 9.32303047221222
2014-05-01 9.33318896783443
2014-06-01 9.37602153835932
2014-07-01 9.34551121741937
2014-08-01 9.36869493892727
2014-09-01 9.47730508851561
2014-10-01 9.39820209792788
2014-11-01 9.42075746132955
2014-12-01 9.40981007874639
2015-01-01 9.33462341979733
2015-02-01 9.39770474825084
2015-03-01 9.42099826131309
2015-04-01 9.41487532958671
2015-05-01 9.42708467246596
2015-06-01 9.47183178551415
2015-07-01 9.54963769355222
2015-08-01 9.48004631047708
2015-09-01 9.38682022457501
2015-10-01 9.38957996894411
2015-11-01 9.30761136369166
2015-12-01 9.41432522962838
2016-01-01 9.44693900499283
2016-02-01 9.49358549256821
2016-03-01 9.52237050468489
2016-04-01 9.50744988664272
2016-05-01 9.52290198182632
2016-06-01 9.47127002450398
2016-07-01 9.55920258951412
2016-08-01 9.48505601211791
2016-09-01 9.59403560168065
2016-10-01 9.57883397502905
2016-11-01 9.49175349330239
2016-12-01 9.60995172272348
2017-01-01 9.66753548528824
2017-02-01 9.69608586889458
2017-03-01 9.61774762401733
2017-04-01 9.70426586304373
2017-05-01 9.71574643923317
2017-06-01 9.77989983990908
2017-07-01 9.87042559314284
2017-08-01 9.88413282429288
2017-09-01 9.89197071370812
2017-10-01 9.96736323559195
2017-11-01 9.98003286370893
2017-12-01 10.00102911339520
2018-01-01 10.09584833066060
2018-02-01 9.99945855446059
2018-03-01 10.11185141833130
2018-04-01 10.10549336653770
2018-05-01 10.11279266683330
2018-06-01 10.08631206144120
2018-07-01 9.97371671869231
2018-08-01 9.97670207278072
2018-09-01 9.99084950410235
2018-10-01 10.05837342467060
2018-11-01 10.07304794293660
2018-12-01 10.08973770445480
2019-01-01 9.92508393341527
2019-02-01 10.21336987575660
2019-03-01 10.10077642625580
2019-04-01 10.21136918581680
2019-05-01 10.10395275939520
2019-06-01 10.28841545923180
2019-07-01 10.27387073064320
2019-08-01 10.36807768952040
2019-09-01 10.38082999558920
2019-10-01 10.55759885814320
2019-11-01 10.47360001101120
2019-12-01 10.48452260638890
2020-01-01 10.35055604125420
2020-02-01 10.42234537120400
2020-03-01 10.49145789509470
2020-04-01 9.72371206265238
2020-05-01 9.80428188972354
2020-06-01 10.28329780920320
2020-07-01 10.35672465536830
2020-08-01 10.55192248913420
2020-09-01 10.57725744888940
2020-10-01 10.46667518788040
2020-11-01 10.47601819362520
2020-12-01 10.47923109513920
2021-01-01 10.56916431561090
2021-02-01 10.63671360086950
2021-03-01 10.68884197956610
2021-04-01 10.63566720145480
2021-05-01 10.60328041715820
2021-06-01 10.57563287892810
2021-07-01 10.62937265527340
2021-08-01 10.53813859444790
2021-09-01 10.56910914120050
2021-10-01 10.68199399616620
2021-11-01 10.68639105342810
2021-12-01 10.78320824539400
2022-01-01 10.57044390271220
2022-02-01 10.74208041054830
2022-03-01 10.79739703537290
2022-04-01 10.84944572368440
2022-05-01 10.91264219395990
2022-06-01 10.86148178288680
2022-07-01 10.79168218993410
2022-08-01 10.82584999763650
2022-09-01 10.87058090513980
2022-10-01 10.79291364500040
2022-11-01 10.70034425355650
2022-12-01 10.78136232584260
2023-01-01 11.06417881960820
2023-02-01 10.95297820429210
2023-03-01 11.01551313243600
2023-04-01 10.95745989446650
2023-05-01 11.01680805592500
2023-06-01 11.14392771853960
2023-07-01 11.26675315109210
2023-08-01 11.31549172864310
2023-09-01 11.26933156266670
2023-10-01 11.29899026712060
2023-11-01 11.41671129030200
2023-12-01 11.58344358270770
2024-01-01 11.25448644172290
2024-02-01 11.35371865217580
2024-03-01 11.33309332029820
2024-04-01 11.46674217860270
2024-05-01 11.42826701271780
2024-06-01 11.42814506815000
2024-07-01 11.44692107052500
2024-08-01 11.40276550471700
2024-09-01 11.47301603661420
2024-10-01 11.50049546632300
2024-11-01 11.52690049423280
2024-12-01 11.57968018391460
2025-01-01 11.65188461228470
2025-02-01 11.65676865252940
2025-03-01 11.64861805832650
2025-04-01 11.66914165625030
2025-05-01 11.73348710381200
2025-06-01 11.82013790791380
2025-07-01 11.83858179799340
2025-08-01 11.99310120985890
2025-09-01 11.87112027688890
2025-10-01 11.89959520617460
2025-11-01 11.83619008568160

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