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

Title All Employees: Education and Health Services: Private Education and Health Services in Binghamton, NY (MSA)
Series ID BING736EDUH
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 2026-04-01
Last Updated 2026-05-26 3:09 PM 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 12.7647093921977
1990-02-01 12.7782184273940
1990-03-01 12.7056775440979
1990-04-01 12.5756549872384
1990-05-01 12.7336947577044
1990-06-01 12.8019530964695
1990-07-01 12.9473764566793
1990-08-01 13.1231367727695
1990-09-01 12.9445395942819
1990-10-01 12.9656454518575
1990-11-01 12.8647719878250
1990-12-01 12.9870561985989
1991-01-01 13.4831765056630
1991-02-01 13.3867531728975
1991-03-01 13.4006281552446
1991-04-01 13.4730117557153
1991-05-01 13.5224735860885
1991-06-01 13.6074226655383
1991-07-01 13.5553877670732
1991-08-01 13.7316207120628
1991-09-01 13.6555052537670
1991-10-01 13.5473904586965
1991-11-01 13.6579747356611
1991-12-01 13.6727922144104
1992-01-01 13.6969198671862
1992-02-01 13.8963868865947
1992-03-01 13.8971570768076
1992-04-01 13.8618576752867
1992-05-01 13.7032030568969
1992-06-01 13.7025942174221
1992-07-01 13.7764868029925
1992-08-01 13.7373558007013
1992-09-01 13.9731475413996
1992-10-01 13.9239336468887
1992-11-01 14.0395300591095
1992-12-01 13.9672327588256
1993-01-01 13.6162294003390
1993-02-01 13.5010915061552
1993-03-01 13.4026245976223
1993-04-01 13.7485742325390
1993-05-01 13.8834081846145
1993-06-01 13.8981057944142
1993-07-01 13.8974705827997
1993-08-01 13.8507570851570
1993-09-01 13.7885535690922
1993-10-01 14.0040615912437
1993-11-01 14.0273595628851
1993-12-01 14.0698850986587
1994-01-01 13.8229591191293
1994-02-01 13.9110975502331
1994-03-01 13.9162645674270
1994-04-01 13.8317979006729
1994-05-01 14.1588219684281
1994-06-01 13.8843728625104
1994-07-01 14.0153843945734
1994-08-01 14.0611929814340
1994-09-01 13.9184085550565
1994-10-01 13.9906932904678
1994-11-01 13.8129897724986
1994-12-01 13.6759402202787
1995-01-01 14.1330973955117
1995-02-01 14.2155649140696
1995-03-01 14.1354645080640
1995-04-01 14.1190512990893
1995-05-01 13.8472092637077
1995-06-01 14.0716687225428
1995-07-01 13.9064109951716
1995-08-01 13.9526796178567
1995-09-01 14.2523756663114
1995-10-01 14.0876681778743
1995-11-01 14.1153244774282
1995-12-01 13.9837825436820
1996-01-01 13.9121305370196
1996-02-01 13.9103996430479
1996-03-01 13.9580318596388
1996-04-01 14.0051832849665
1996-05-01 14.0423307497056
1996-06-01 14.0537528394739
1996-07-01 14.0005808954837
1996-08-01 14.0333394538566
1996-09-01 14.1883938485537
1996-10-01 14.1018295922019
1996-11-01 14.2158641360371
1996-12-01 14.2971303392176
1997-01-01 14.4101177089622
1997-02-01 14.3996108588338
1997-03-01 14.3626206478345
1997-04-01 14.4883957468370
1997-05-01 14.5478821484961
1997-06-01 14.5403850046098
1997-07-01 14.7977169858125
1997-08-01 14.7214569448594
1997-09-01 14.6125409805815
1997-10-01 14.7206814404944
1997-11-01 14.7218753575524
1997-12-01 14.7131942116758
1998-01-01 14.5866605746086
1998-02-01 14.5981840252207
1998-03-01 14.6586599292715
1998-04-01 14.6871829043243
1998-05-01 14.6605097442940
1998-06-01 14.7207087562545
1998-07-01 14.7779578460892
1998-08-01 14.6829508034141
1998-09-01 14.6364575387065
1998-10-01 14.8525377970256
1998-11-01 14.8373498574373
1998-12-01 14.8239914061219
1999-01-01 15.1683530139387
1999-02-01 15.1053441825495
1999-03-01 15.0448192857605
1999-04-01 15.1055555300173
1999-05-01 15.0741051417160
1999-06-01 15.0022621744507
1999-07-01 14.9553080050994
1999-08-01 15.2377944434727
1999-09-01 14.9452633970517
1999-10-01 14.9921971714132
1999-11-01 15.0670581570954
1999-12-01 15.0384185807823
2000-01-01 15.0295608952844
2000-02-01 15.2126119799991
2000-03-01 15.1385248585749
2000-04-01 15.1379591870239
2000-05-01 15.0833013883518
2000-06-01 15.0810012106459
2000-07-01 14.9351844721295
2000-08-01 15.0784617030691
2000-09-01 15.2409552493233
2000-10-01 15.2360527257751
2000-11-01 15.1949579972977
2000-12-01 15.2515145028337
2001-01-01 14.4987422167346
2001-02-01 14.4203553140536
2001-03-01 14.6464528191791
2001-04-01 14.5691821367037
2001-05-01 14.5779808577766
2001-06-01 14.7610633061948
2001-07-01 14.7173828020353
2001-08-01 14.7394887318872
2001-09-01 14.6119872889612
2001-10-01 14.5835550515510
2001-11-01 14.5197077187255
2001-12-01 14.5689591126134
2002-01-01 15.1756886662457
2002-02-01 15.0393276769590
2002-03-01 15.1638817886405
2002-04-01 14.8882032263135
2002-05-01 14.7593355410702
2002-06-01 14.8414369854350
2002-07-01 14.9049266581864
2002-08-01 15.0141289513724
2002-09-01 15.1069584677668
2002-10-01 14.9178848577431
2002-11-01 15.0334396167577
2002-12-01 14.9651523703450
2003-01-01 14.9514871236845
2003-02-01 14.9521584279384
2003-03-01 14.8900430756482
2003-04-01 14.8926265328438
2003-05-01 14.9374384559464
2003-06-01 14.9301499143191
2003-07-01 15.0000164488029
2003-08-01 14.9161857404546
2003-09-01 14.7976014895765
2003-10-01 14.7334269075832
2003-11-01 14.6427055332391
2003-12-01 14.6662070322560
2004-01-01 14.6263526805057
2004-02-01 14.7600470202009
2004-03-01 14.7126112237126
2004-04-01 14.7894784685779
2004-05-01 14.8221678623302
2004-06-01 14.8302931623430
2004-07-01 14.7982795021881
2004-08-01 14.7275678301547
2004-09-01 14.7969037634027
2004-10-01 14.7303814872445
2004-11-01 14.8507630441677
2004-12-01 14.7599522414104
2005-01-01 14.8074315640818
2005-02-01 14.7596758945518
2005-03-01 14.8277906508908
2005-04-01 14.8819164291456
2005-05-01 14.9171603377938
2005-06-01 15.0374353146791
2005-07-01 14.8011809545261
2005-08-01 14.7520502329144
2005-09-01 14.8896097743877
2005-10-01 15.0167034507315
2005-11-01 15.0560247747245
2005-12-01 15.1504130865348
2006-01-01 15.0868165972426
2006-02-01 15.0628965163343
2006-03-01 15.0287610165602
2006-04-01 15.0836893917987
2006-05-01 15.0269185554246
2006-06-01 15.2474801089075
2006-07-01 15.0004686831345
2006-08-01 15.0719455460904
2006-09-01 15.2846371325290
2006-10-01 15.1991637841143
2006-11-01 15.1653208010960
2006-12-01 15.2458481643195
2007-01-01 15.3662542565055
2007-02-01 15.3595620243436
2007-03-01 15.4217504079143
2007-04-01 15.3916747656097
2007-05-01 15.3450817873421
2007-06-01 15.4599209738946
2007-07-01 15.5970078474413
2007-08-01 15.6904769228988
2007-09-01 15.6762006853376
2007-10-01 15.6858192668078
2007-11-01 15.6666608946275
2007-12-01 15.6521377527173
2008-01-01 15.6527844216339
2008-02-01 15.6496807875438
2008-03-01 15.7065395723733
2008-04-01 15.8030587353824
2008-05-01 15.8628342389397
2008-06-01 15.8705826213050
2008-07-01 15.8871281713391
2008-08-01 15.8981950736423
2008-09-01 15.8685580331277
2008-10-01 15.8783470082622
2008-11-01 15.8630359020484
2008-12-01 15.9696556658058
2009-01-01 15.9597346961482
2009-02-01 16.0381249030984
2009-03-01 15.9893829554248
2009-04-01 16.0054168100639
2009-05-01 16.0697806293242
2009-06-01 16.1709968604500
2009-07-01 16.2799041482048
2009-08-01 16.3118064711951
2009-09-01 16.4625466759955
2009-10-01 16.4795728244183
2009-11-01 16.5527113765229
2009-12-01 16.5874543513274
2010-01-01 16.6779965997381
2010-02-01 16.6299604676760
2010-03-01 16.6731863109671
2010-04-01 16.5979830394290
2010-05-01 16.5649755660508
2010-06-01 16.5656832581300
2010-07-01 16.5820497623815
2010-08-01 16.3284831076371
2010-09-01 16.5529234795451
2010-10-01 16.6820761935696
2010-11-01 16.7356315357988
2010-12-01 16.7046398790334
2011-01-01 16.8031240389395
2011-02-01 16.8280736637730
2011-03-01 16.8591335016374
2011-04-01 16.8865791236489
2011-05-01 16.8593428693119
2011-06-01 16.8596492976110
2011-07-01 16.7877716298089
2011-08-01 16.8502566800324
2011-09-01 16.7460482423686
2011-10-01 16.7764412560596
2011-11-01 16.8240603497787
2011-12-01 16.8135979845013
2012-01-01 16.8202489493017
2012-02-01 16.9270672136121
2012-03-01 16.9541301096710
2012-04-01 16.9794323674530
2012-05-01 17.0555801856616
2012-06-01 17.0606512611427
2012-07-01 17.0934766660823
2012-08-01 17.0659357059785
2012-09-01 17.1402809847285
2012-10-01 16.9633319484121
2012-11-01 16.9146499130492
2012-12-01 17.0147895034445
2013-01-01 16.8320024885293
2013-02-01 16.8250448366984
2013-03-01 16.8599341747327
2013-04-01 16.9736452573015
2013-05-01 16.9541008975375
2013-06-01 16.9700634627829
2013-07-01 16.7918181825802
2013-08-01 16.8760223518055
2013-09-01 17.0338995639268
2013-10-01 16.9503148546410
2013-11-01 17.0148952610993
2013-12-01 16.9072360775376
2014-01-01 16.9318427294916
2014-02-01 16.9192872015936
2014-03-01 16.9739302275371
2014-04-01 16.8659841450009
2014-05-01 16.8557068689187
2014-06-01 16.8798966693485
2014-07-01 16.8950311844882
2014-08-01 16.9988507221037
2014-09-01 16.9283036393083
2014-10-01 17.0395757317210
2014-11-01 17.0105132208880
2014-12-01 17.0927518697352
2015-01-01 17.1278600278242
2015-02-01 17.1122607565389
2015-03-01 17.0816008166993
2015-04-01 17.0571073500771
2015-05-01 17.1619242031025
2015-06-01 17.1869104525569
2015-07-01 17.3098920626083
2015-08-01 17.3220787004799
2015-09-01 17.3333684077754
2015-10-01 17.4294498500680
2015-11-01 17.4013153808086
2015-12-01 17.4698133538871
2016-01-01 17.5181969486935
2016-02-01 17.6071575455531
2016-03-01 17.5853034072575
2016-04-01 17.7482747589197
2016-05-01 17.7674418927705
2016-06-01 17.7902280433551
2016-07-01 17.9378280805702
2016-08-01 17.9489106163570
2016-09-01 18.0405149078085
2016-10-01 18.0215214086253
2016-11-01 18.0818977208270
2016-12-01 18.0420218060537
2017-01-01 18.2150435852101
2017-02-01 18.1952058056144
2017-03-01 18.0896240519651
2017-04-01 18.2471964314571
2017-05-01 18.3735033706854
2017-06-01 18.3898726698041
2017-07-01 17.9645536096142
2017-08-01 18.0668332393914
2017-09-01 18.1477902892976
2017-10-01 18.1170183722059
2017-11-01 18.1573923720269
2017-12-01 18.2158197172534
2018-01-01 18.1127523732785
2018-02-01 18.1905632213068
2018-03-01 18.2926233500638
2018-04-01 18.3510165427937
2018-05-01 18.3790456802194
2018-06-01 18.4895585513568
2018-07-01 18.3889739049704
2018-08-01 18.4882022040007
2018-09-01 18.4600720068397
2018-10-01 18.5085022037172
2018-11-01 18.5273888088135
2018-12-01 18.5953205331486
2019-01-01 18.6148843138923
2019-02-01 18.5745880460760
2019-03-01 18.6928098028270
2019-04-01 18.6663525837818
2019-05-01 18.6885497218544
2019-06-01 18.6955776036734
2019-07-01 18.6978760844408
2019-08-01 18.7941335343339
2019-09-01 18.8810756118374
2019-10-01 18.7979134006463
2019-11-01 18.8061927749835
2019-12-01 18.7887921486066
2020-01-01 18.8114590359710
2020-02-01 18.8548683992191
2020-03-01 18.6846642239378
2020-04-01 16.2823291038951
2020-05-01 16.5992903268686
2020-06-01 17.1176833332378
2020-07-01 17.5789143128189
2020-08-01 17.8792771456115
2020-09-01 17.9946050728576
2020-10-01 18.2837531117351
2020-11-01 18.3023261195290
2020-12-01 18.4010182556736
2021-01-01 18.2111970889460
2021-02-01 18.1330565010016
2021-03-01 18.1797842118959
2021-04-01 18.1849002444404
2021-05-01 18.1044454470784
2021-06-01 18.0411432971840
2021-07-01 17.9742929491352
2021-08-01 17.8875216997490
2021-09-01 17.7006165448504
2021-10-01 17.4717616649237
2021-11-01 17.6070682277958
2021-12-01 17.6202285635947
2022-01-01 17.7163906755573
2022-02-01 17.8259274673778
2022-03-01 17.7697391556398
2022-04-01 17.7747243284717
2022-05-01 17.8990599730083
2022-06-01 17.9519689852948
2022-07-01 18.1783132703377
2022-08-01 18.2119188029419
2022-09-01 18.1980318318683
2022-10-01 18.1547519478882
2022-11-01 18.2082536003658
2022-12-01 18.2226898546775
2023-01-01 18.5281561870908
2023-02-01 18.4193932361962
2023-03-01 18.4624396840951
2023-04-01 18.4573069574947
2023-05-01 18.3837108157359
2023-06-01 18.3460850608713
2023-07-01 18.4996556485049
2023-08-01 18.5379181165387
2023-09-01 18.5824862932758
2023-10-01 18.8478954692136
2023-11-01 18.9140125106495
2023-12-01 18.9186236460817
2024-01-01 18.6413385514677
2024-02-01 18.9224243953671
2024-03-01 19.0529313610026
2024-04-01 19.1329265405665
2024-05-01 19.1641693856871
2024-06-01 19.2353954691361
2024-07-01 18.9340238692767
2024-08-01 19.0696907492149
2024-09-01 19.4649259778663
2024-10-01 19.4429974539243
2024-11-01 19.4172786868867
2024-12-01 19.5102082687313
2025-01-01 19.0527966704217
2025-02-01 19.5275918036299
2025-03-01 19.5544795991921
2025-04-01 20.6096011149978
2025-05-01 20.7420503447834
2025-06-01 20.8178787999774
2025-07-01 20.3836554324892
2025-08-01 20.7211495697651
2025-09-01 20.8501739279878
2025-10-01 20.7339920279419
2025-11-01 20.8065116514707
2025-12-01 20.8866112907864
2026-01-01 21.1699782279631
2026-02-01 21.0332663224977
2026-03-01 21.0554752864633
2026-04-01 21.1957983821522

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