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 2026-06-01
Last Updated 2026-07-22 9:56 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 12.7646657494603
1990-02-01 12.7781825297076
1990-03-01 12.7056528959301
1990-04-01 12.5756387696542
1990-05-01 12.7336830067071
1990-06-01 12.8019490971800
1990-07-01 12.9473798639169
1990-08-01 13.1231463939826
1990-09-01 12.9445566271297
1990-10-01 12.9656721758576
1990-11-01 12.8648076087242
1990-12-01 12.9871021570794
1991-01-01 13.4831260270107
1991-02-01 13.3867163303963
1991-03-01 13.4006038832124
1991-04-01 13.4729949805522
1991-05-01 13.5224623773319
1991-06-01 13.6074191533536
1991-07-01 13.5553919705237
1991-08-01 13.7316311160216
1991-09-01 13.6555223084286
1991-10-01 13.5474166525097
1991-11-01 13.6580106109181
1991-12-01 13.6728373874987
1992-01-01 13.6968669010961
1992-02-01 13.8963497145211
1992-03-01 13.8971357654362
1992-04-01 13.8618418507758
1992-05-01 13.7031953132707
1992-06-01 13.7025921774472
1992-07-01 13.7764916308959
1992-08-01 13.7373659550172
1992-09-01 13.9731623418564
1992-10-01 13.9239564858805
1992-11-01 14.0395617354087
1992-12-01 13.9672714613770
1993-01-01 13.6161819838333
1993-02-01 13.5010604538388
1993-03-01 13.4026085776746
1993-04-01 13.7485608117951
1993-05-01 13.8834039325617
1993-06-01 13.8981045922543
1993-07-01 13.8974749071154
1993-08-01 13.8507656113992
1993-09-01 13.7885644818361
1993-10-01 14.0040791324269
1993-11-01 14.0273857622515
1993-12-01 14.0699181641567
1994-01-01 13.8229175160634
1994-02-01 13.9110693430200
1994-03-01 13.9162530872683
1994-04-01 13.8317875899135
1994-05-01 14.1588215729051
1994-06-01 13.8843731107673
1994-07-01 14.0153888540295
1994-08-01 14.0611998464012
1994-09-01 13.9184155079580
1994-10-01 13.9907048301245
1994-11-01 13.8130072771695
1994-12-01 13.6759614790431
1995-01-01 14.1330667351132
1995-02-01 14.2155449886550
1995-03-01 14.1354575348846
1995-04-01 14.1190447635060
1995-05-01 13.8472109540212
1995-06-01 14.0716693814916
1995-07-01 13.9064144775684
1995-08-01 13.9526837428639
1995-09-01 14.2523792318104
1995-10-01 14.0876742549455
1995-11-01 14.1153353834965
1995-12-01 13.9837957167044
1996-01-01 13.9121127227525
1996-02-01 13.9103862949256
1996-03-01 13.9580281664818
1996-04-01 14.0051799539444
1996-05-01 14.0423336941786
1996-06-01 14.0537537817223
1996-07-01 14.0005838837608
1996-08-01 14.0333417682818
1996-09-01 14.1883951481951
1996-10-01 14.1018315839799
1996-11-01 14.2158678905906
1996-12-01 14.2971334430490
1997-01-01 14.4101114124680
1997-02-01 14.3996068805024
1997-03-01 14.3626185709683
1997-04-01 14.4883942723858
1997-05-01 14.5478844986664
1997-06-01 14.5403856578898
1997-07-01 14.7977179965850
1997-08-01 14.7214578528838
1997-09-01 14.6125411239017
1997-10-01 14.7206814800275
1997-11-01 14.7218764742542
1997-12-01 14.7131950598463
1998-01-01 14.5866568803081
1998-02-01 14.5981843942228
1998-03-01 14.6586586226741
1998-04-01 14.6871827524183
1998-05-01 14.6605117453188
1998-06-01 14.7207102757062
1998-07-01 14.7779585074708
1998-08-01 14.6829520416524
1998-09-01 14.6364575335492
1998-10-01 14.8525370439827
1998-11-01 14.8373480623114
1998-12-01 14.8239876752606
1999-01-01 15.1683427313131
1999-02-01 15.1053551773610
1999-03-01 15.0448200237537
1999-04-01 15.1055578861593
1999-05-01 15.0741066572915
1999-06-01 15.0022643649648
1999-07-01 14.9553072544740
1999-08-01 15.2377950838657
1999-09-01 14.9452670258331
1999-10-01 14.9921945483107
1999-11-01 15.0670537576513
1999-12-01 15.0384114532029
2000-01-01 15.0295440252900
2000-02-01 15.2126286333141
2000-03-01 15.1385279718143
2000-04-01 15.1379644147989
2000-05-01 15.0833037318062
2000-06-01 15.0810040938362
2000-07-01 14.9351844765618
2000-08-01 15.0784614997233
2000-09-01 15.2409623745441
2000-10-01 15.2360478044200
2000-11-01 15.1949501058345
2000-12-01 15.2515024939825
2001-01-01 14.4987210084556
2001-02-01 14.4203769959545
2001-03-01 14.6464581587418
2001-04-01 14.5691897314138
2001-05-01 14.5779836115342
2001-06-01 14.7610662632833
2001-07-01 14.7173826962329
2001-08-01 14.7394869625715
2001-09-01 14.6119970291331
2001-10-01 14.5835485321862
2001-11-01 14.5196986870563
2001-12-01 14.5689471030175
2002-01-01 15.1756664022938
2002-02-01 15.0393481511999
2002-03-01 15.1638883256538
2002-04-01 14.8882120398142
2002-05-01 14.7593389488285
2002-06-01 14.8414400482619
2002-07-01 14.9049284985604
2002-08-01 15.0141264439008
2002-09-01 15.1069682386621
2002-10-01 14.9178778562468
2002-11-01 15.0334297027913
2002-12-01 14.9651390523193
2003-01-01 14.9514674654645
2003-02-01 14.9521774567750
2003-03-01 14.8900500254707
2003-04-01 14.8926352994521
2003-05-01 14.9374414234386
2003-06-01 14.9301521332672
2003-07-01 15.0000183724412
2003-08-01 14.9161820754998
2003-09-01 14.7976107127324
2003-10-01 14.7334204935872
2003-11-01 14.6426974629814
2003-12-01 14.6661967729132
2004-01-01 14.6263402775377
2004-02-01 14.7600584725772
2004-03-01 14.7126166972774
2004-04-01 14.7894851311506
2004-05-01 14.8221704427577
2004-06-01 14.8302945973982
2004-07-01 14.7982824493042
2004-08-01 14.7275642700474
2004-09-01 14.7969094160704
2004-10-01 14.7303769398878
2004-11-01 14.8507574546688
2004-12-01 14.7599451162167
2005-01-01 14.8074257298482
2005-02-01 14.7596820906942
2005-03-01 14.8277939696366
2005-04-01 14.8819203710792
2005-05-01 14.9171622443156
2005-06-01 15.0374360495877
2005-07-01 14.8011829582017
2005-08-01 14.7520473245530
2005-09-01 14.8896121204659
2005-10-01 15.0167010131679
2005-11-01 15.0560224485722
2005-12-01 15.1504107516059
2006-01-01 15.0868157217032
2006-02-01 15.0628966399754
2006-03-01 15.0287619765980
2006-04-01 15.0836907808713
2006-05-01 15.0269201539754
2006-06-01 15.2474807148985
2006-07-01 15.0004704749452
2006-08-01 15.0719440254467
2006-09-01 15.2846365981827
2006-10-01 15.1991633183472
2006-11-01 15.1653202910830
2006-12-01 15.2458471724311
2007-01-01 15.3662540251279
2007-02-01 15.3595621265194
2007-03-01 15.4217506945722
2007-04-01 15.3916751984867
2007-05-01 15.3450826284883
2007-06-01 15.4599212200095
2007-07-01 15.5970084241637
2007-08-01 15.6904758634017
2007-09-01 15.6762005153343
2007-10-01 15.6858192683504
2007-11-01 15.6666608809247
2007-12-01 15.6521373666710
2008-01-01 15.6527844305378
2008-02-01 15.6496808846967
2008-03-01 15.7065396042509
2008-04-01 15.8030587895750
2008-05-01 15.8628347448609
2008-06-01 15.8705826609413
2008-07-01 15.8871284928522
2008-08-01 15.8981942698038
2008-09-01 15.8685579738346
2008-10-01 15.8783470338599
2008-11-01 15.8630359332621
2008-12-01 15.9696555200573
2009-01-01 15.9597347707381
2009-02-01 16.0381250464026
2009-03-01 15.9893829933688
2009-04-01 16.0054168217439
2009-05-01 16.0697809090575
2009-06-01 16.1709968258645
2009-07-01 16.2799042048084
2009-08-01 16.3118060070623
2009-09-01 16.4625467177751
2009-10-01 16.4795727762337
2009-11-01 16.5527113488726
2009-12-01 16.5874544182622
2010-01-01 16.6779966283249
2010-02-01 16.6299605781365
2010-03-01 16.6731863209254
2010-04-01 16.5979832052038
2010-05-01 16.5649757057258
2010-06-01 16.5656832272212
2010-07-01 16.5820493098057
2010-08-01 16.3284828350799
2010-09-01 16.5529238408785
2010-10-01 16.6820761260873
2010-11-01 16.7356315541256
2010-12-01 16.7046399864247
2011-01-01 16.8031240362709
2011-02-01 16.8280737254251
2011-03-01 16.8591335049393
2011-04-01 16.8865794738387
2011-05-01 16.8593428675106
2011-06-01 16.8596492658316
2011-07-01 16.7877707286168
2011-08-01 16.8502566279652
2011-09-01 16.7460487020815
2011-10-01 16.7764410633833
2011-11-01 16.8240603519811
2011-12-01 16.8135981594445
2012-01-01 16.8202490470976
2012-02-01 16.9270674481422
2012-03-01 16.9541303280052
2012-04-01 16.9794331236712
2012-05-01 17.0555801490371
2012-06-01 17.0606510096574
2012-07-01 17.0934749324916
2012-08-01 17.0659353266568
2012-09-01 17.1402811310058
2012-10-01 16.9633315087482
2012-11-01 16.9146500449029
2012-12-01 17.0147900945266
2013-01-01 16.8320032992714
2013-02-01 16.8250459049319
2013-03-01 16.8599351181409
2013-04-01 16.9736464214214
2013-05-01 16.9541005824296
2013-06-01 16.9700623886570
2013-07-01 16.7918152784840
2013-08-01 16.8760208928834
2013-09-01 17.0338986463581
2013-10-01 16.9503138659285
2013-11-01 17.0148953877200
2013-12-01 16.9072380954611
2014-01-01 16.9318446654713
2014-02-01 16.9192897135786
2014-03-01 16.9739349484276
2014-04-01 16.8659869873018
2014-05-01 16.8557077346500
2014-06-01 16.8798895872324
2014-07-01 16.8950240751834
2014-08-01 16.9988440971451
2014-09-01 16.9283022094525
2014-10-01 17.0395747004171
2014-11-01 17.0105140545835
2014-12-01 17.0927562795968
2015-01-01 17.1278754713803
2015-02-01 17.1122652135245
2015-03-01 17.0816087491255
2015-04-01 17.0571095551906
2015-05-01 17.1619226597090
2015-06-01 17.1868924557037
2015-07-01 17.3098765676877
2015-08-01 17.3220635990412
2015-09-01 17.3333652771433
2015-10-01 17.4294505353165
2015-11-01 17.4013212708715
2015-12-01 17.4698264136774
2016-01-01 17.5182325832462
2016-02-01 17.6071681849352
2016-03-01 17.5853156461438
2016-04-01 17.7482734768703
2016-05-01 17.7674320954293
2016-06-01 17.7901918614228
2016-07-01 17.9377981922502
2016-08-01 17.9488822378252
2016-09-01 18.0405004131732
2016-10-01 18.0215249096050
2016-11-01 18.0819123712253
2016-12-01 18.0420519681277
2017-01-01 18.2151216887476
2017-02-01 18.1952598351182
2017-03-01 18.0896258802129
2017-04-01 18.2471634461142
2017-05-01 18.3735021316904
2017-06-01 18.3897716368912
2017-07-01 17.9645039248582
2017-08-01 18.0667961218671
2017-09-01 18.1477652192431
2017-10-01 18.1170483346591
2017-11-01 18.1574232672224
2017-12-01 18.2158568213480
2018-01-01 18.1128718211467
2018-02-01 18.1906717804271
2018-03-01 18.2926210866843
2018-04-01 18.3509523652471
2018-05-01 18.3790488656688
2018-06-01 18.4893847712501
2018-07-01 18.3888900581119
2018-08-01 18.4881415674782
2018-09-01 18.4600241401788
2018-10-01 18.5085723113514
2018-11-01 18.5274392353934
2018-12-01 18.5953750574881
2019-01-01 18.6150660887977
2019-02-01 18.5747703445903
2019-03-01 18.6928093898209
2019-04-01 18.6662542848273
2019-05-01 18.6885482258409
2019-06-01 18.6953240295787
2019-07-01 18.6977427945188
2019-08-01 18.7940316526643
2019-09-01 18.8809921830873
2019-10-01 18.7980029381800
2019-11-01 18.8062350031645
2019-12-01 18.7888297101009
2020-01-01 18.8119196334352
2020-02-01 18.8550700220989
2020-03-01 18.6846734235842
2020-04-01 16.2822477288653
2020-05-01 16.5992870931368
2020-06-01 17.1172614238307
2020-07-01 17.5787610718653
2020-08-01 17.8791285698321
2020-09-01 17.9944591194702
2020-10-01 18.2837889578396
2020-11-01 18.3023082509629
2020-12-01 18.4010213675518
2021-01-01 18.2122339549977
2021-02-01 18.1332869203786
2021-03-01 18.1798308868143
2021-04-01 18.1848291949138
2021-05-01 18.1044263484540
2021-06-01 18.0404456077985
2021-07-01 17.9738993206383
2021-08-01 17.8871956759549
2021-09-01 17.7005053170088
2021-10-01 17.4716381531382
2021-11-01 17.6069348019264
2021-12-01 17.6201899740551
2022-01-01 17.7184132216830
2022-02-01 17.8262571859127
2022-03-01 17.7699541582369
2022-04-01 17.7746906803258
2022-05-01 17.8989197911673
2022-06-01 17.9508937130259
2022-07-01 18.1774831732516
2022-08-01 18.2112091138350
2022-09-01 18.1978295288308
2022-10-01 18.1543949012869
2022-11-01 18.2079876033311
2022-12-01 18.2226715611389
2023-01-01 18.5318557239364
2023-02-01 18.4199939817773
2023-03-01 18.4630931886961
2023-04-01 18.4577466340698
2023-05-01 18.3839912038613
2023-06-01 18.3429471933851
2023-07-01 18.4975428480912
2023-08-01 18.5365242020970
2023-09-01 18.5822482195747
2023-10-01 18.8475648017732
2023-11-01 18.9142134455580
2023-12-01 18.9196243251671
2024-01-01 18.6473352634142
2024-02-01 18.9241389623116
2024-03-01 19.0547578652386
2024-04-01 19.1348887460784
2024-05-01 19.1624175583729
2024-06-01 19.2251805537338
2024-07-01 18.9310454021810
2024-08-01 19.0681429965132
2024-09-01 19.4651694872917
2024-10-01 19.4434834343959
2024-11-01 19.4187651744492
2024-12-01 19.5129695228219
2025-01-01 19.0614594523987
2025-02-01 19.5310029908478
2025-03-01 19.5579694327184
2025-04-01 20.6140020900717
2025-05-01 20.7364558550145
2025-06-01 20.7958392298267
2025-07-01 20.3798868368584
2025-08-01 20.7198732989814
2025-09-01 20.8516120491801
2025-10-01 20.7360280848535
2025-11-01 20.8101718436456
2025-12-01 20.8921053150069
2026-01-01 21.1822801859088
2026-02-01 21.0391992132659
2026-03-01 21.0613230393781
2026-04-01 21.2029135001661
2026-05-01 21.2161037868833
2026-06-01 21.2658281998040

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