Federal Reserve Economic Data

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 2024-07-01
Last Updated 2024-08-17 6:45 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 12.756555746899800
1990-02-01 12.716866902188900
1990-03-01 12.652357763643101
1990-04-01 12.562651470838599
1990-05-01 12.713320747390199
1990-06-01 12.800415743176801
1990-07-01 12.963796130668600
1990-08-01 13.132504456180301
1990-09-01 12.984586768668999
1990-10-01 13.006698718331098
1990-11-01 12.840115858881000
1990-12-01 13.056925999320299
1991-01-01 13.465385133910400
1991-02-01 13.330924276866100
1991-03-01 13.356086948915800
1991-04-01 13.461891290908100
1991-05-01 13.496909115893303
1991-06-01 13.600917251597302
1991-07-01 13.565011076920399
1991-08-01 13.731708297640400
1991-09-01 13.696205821251400
1991-10-01 13.588067334620199
1991-11-01 13.643861758743100
1991-12-01 13.745286736541901
1992-01-01 13.680213990373800
1992-02-01 13.847287951637002
1992-03-01 13.863419478760200
1992-04-01 13.849438215053699
1992-05-01 13.675678907243901
1992-06-01 13.698151049355399
1992-07-01 13.783262276099900
1992-08-01 13.741482682552900
1992-09-01 14.011783994815800
1992-10-01 13.954597702469199
1992-11-01 14.039225525215000
1992-12-01 14.021871993308300
1993-01-01 13.605860161686198
1993-02-01 13.465137285547700
1993-03-01 13.375529651763301
1993-04-01 13.736042259337700
1993-05-01 13.854404270205000
1993-06-01 13.894761756136699
1993-07-01 13.901951176668000
1993-08-01 13.855784318286300
1993-09-01 13.822309202605300
1993-10-01 14.022863696690500
1993-11-01 14.034314771542300
1993-12-01 14.105637460829000
1994-01-01 13.813161448283800
1994-02-01 13.885965503850000
1994-03-01 13.902300767490498
1994-04-01 13.820362189473801
1994-05-01 14.133642792778803
1994-06-01 13.883584756379001
1994-07-01 14.016988573081100
1994-08-01 14.064607139598800
1994-09-01 13.949830647480303
1994-10-01 13.996755300241599
1994-11-01 13.819366021981600
1994-12-01 13.685008297894000
1995-01-01 14.122254380046700
1995-02-01 14.201767150238100
1995-03-01 14.129663750321200
1995-04-01 14.113200957817302
1995-05-01 13.823543372476001
1995-06-01 14.071205954794000
1995-07-01 13.909346077409500
1995-08-01 13.957950452770698
1995-09-01 14.279539574271600
1995-10-01 14.090106844821800
1995-11-01 14.120128630432800
1995-12-01 13.989816240118401
1996-01-01 13.910087725802699
1996-02-01 13.900580006011000
1996-03-01 13.953811874597399
1996-04-01 13.999833055827400
1996-05-01 14.025569892186000
1996-06-01 14.054394319343000
1996-07-01 14.002730561121199
1996-08-01 14.037744015207801
1996-09-01 14.214160096955199
1996-10-01 14.100346648685100
1996-11-01 14.216298797340600
1996-12-01 14.299374887717303
1997-01-01 14.406074100435099
1997-02-01 14.394040528973400
1997-03-01 14.359800513443401
1997-04-01 14.486281434812900
1997-05-01 14.539479506499000
1997-06-01 14.539710847086600
1997-07-01 14.790018524323500
1997-08-01 14.717205574336200
1997-09-01 14.630037036075300
1997-10-01 14.725265731722300
1997-11-01 14.726609344596600
1997-12-01 14.717144195896001
1998-01-01 14.581267187883100
1998-02-01 14.594429746960198
1998-03-01 14.656142996667200
1998-04-01 14.685968600247000
1998-05-01 14.658708744154000
1998-06-01 14.720438542135101
1998-07-01 14.772539162443400
1998-08-01 14.681796778634000
1998-09-01 14.649143689229300
1998-10-01 14.855854590463600
1998-11-01 14.840388295634000
1998-12-01 14.826017407207502
1999-01-01 15.158082090338800
1999-02-01 15.104169909453699
1999-03-01 15.043965035684100
1999-04-01 15.107009528394000
1999-05-01 15.074850416535199
1999-06-01 15.002941316952400
1999-07-01 14.950494769712300
1999-08-01 15.233912235561100
1999-09-01 14.949844306109500
1999-10-01 14.994544031336998
1999-11-01 15.069891212762101
1999-12-01 15.040750970986100
2000-01-01 15.022911880553200
2000-02-01 15.212632236376901
2000-03-01 15.139254431259001
2000-04-01 15.139345662801599
2000-05-01 15.084171660342500
2000-06-01 15.082802381689800
2000-07-01 14.932644192686600
2000-08-01 15.077773818590400
2000-09-01 15.240670602195400
2000-10-01 15.237262598806600
2000-11-01 15.195998322426200
2000-12-01 15.253264151575001
2001-01-01 14.498386237136800
2001-02-01 14.423109190747300
2001-03-01 14.646321504044900
2001-04-01 14.569455194856400
2001-05-01 14.578475936548700
2001-06-01 14.762411414413302
2001-07-01 14.717072096321600
2001-08-01 14.740001776453600
2001-09-01 14.614849789188400
2001-10-01 14.581972057213099
2001-11-01 14.516047930539000
2001-12-01 14.564430477287400
2002-01-01 15.172521829886500
2002-02-01 15.041418304928602
2002-03-01 15.166201602887900
2002-04-01 14.889897025911200
2002-05-01 14.760384797679999
2002-06-01 14.842779446288700
2002-07-01 14.903273825553200
2002-08-01 15.013655194854800
2002-09-01 15.102931589539402
2002-10-01 14.914689048765900
2002-11-01 15.030495886760098
2002-12-01 14.969062182738900
2003-01-01 14.951231579446900
2003-02-01 14.955174276815500
2003-03-01 14.892390423946303
2003-04-01 14.894859944783300
2003-05-01 14.939046777430600
2003-06-01 14.930666164026999
2003-07-01 14.998109314831500
2003-08-01 14.913947659151900
2003-09-01 14.793521294902000
2003-10-01 14.727010054125700
2003-11-01 14.634366067351400
2003-12-01 14.676453623608500
2004-01-01 14.628820498706400
2004-02-01 14.764708940621200
2004-03-01 14.716178368662200
2004-04-01 14.792394256919199
2004-05-01 14.822004790785700
2004-06-01 14.829511089622200
2004-07-01 14.798723022155900
2004-08-01 14.723019754178100
2004-09-01 14.790370195968500
2004-10-01 14.718716313348802
2004-11-01 14.836606774788699
2004-12-01 14.782262366711700
2005-01-01 14.813132234101100
2005-02-01 14.766728849386801
2005-03-01 14.832537464583199
2005-04-01 14.885340993460801
2005-05-01 14.915721120568302
2005-06-01 15.036419704938000
2005-07-01 14.802215365324200
2005-08-01 14.745460118390300
2005-09-01 14.880980150442099
2005-10-01 14.999677071871400
2005-11-01 15.036133044428698
2005-12-01 15.186914314111700
2006-01-01 15.092074776363699
2006-02-01 15.072526831662000
2006-03-01 15.035592159699302
2006-04-01 15.088127261189700
2006-05-01 15.023421039777999
2006-06-01 15.244757344621199
2006-07-01 15.004615913037600
2006-08-01 15.060632503611100
2006-09-01 15.275841995979400
2006-10-01 15.174921998482699
2006-11-01 15.142419703393900
2006-12-01 15.189490076920400
2007-01-01 15.269895602108600
2007-02-01 15.271373992416999
2007-03-01 15.331709271928300
2007-04-01 15.295640805331900
2007-05-01 15.239549859859700
2007-06-01 15.352964867450302
2007-07-01 15.506999422570800
2007-08-01 15.572280824087802
2007-09-01 15.567547669536300
2007-10-01 15.560373434362700
2007-11-01 15.547379143313599
2007-12-01 15.497962423216000
2008-01-01 15.449419281062601
2008-02-01 15.460995577367900
2008-03-01 15.520920194902100
2008-04-01 15.606836243983500
2008-05-01 15.656124339892200
2008-06-01 15.660789502906198
2008-07-01 15.706410865094400
2008-08-01 15.677058544622300
2008-09-01 15.660472349408400
2008-10-01 15.652841305491900
2008-11-01 15.654177386812801
2008-12-01 15.711247326728700
2009-01-01 15.745171554126700
2009-02-01 15.746321070623400
2009-03-01 15.706467359340300
2009-04-01 15.707917273494502
2009-05-01 15.762091257568400
2009-06-01 15.862367372792802
2009-07-01 15.907927625800099
2009-08-01 15.989685636975901
2009-09-01 16.050437386678098
2009-10-01 16.159633542472502
2009-11-01 16.156737296907900
2009-12-01 16.222878427285700
2010-01-01 16.248943258374698
2010-02-01 16.231168662164500
2010-03-01 16.293531953690600
2010-04-01 16.200272141945800
2010-05-01 16.157588118761400
2010-06-01 16.164891363955200
2010-07-01 16.119594986800198
2010-08-01 15.905994068760801
2010-09-01 16.139247582415198
2010-10-01 16.165833916240700
2010-11-01 16.250982329990600
2010-12-01 16.224953606690000
2011-01-01 16.364969822561900
2011-02-01 16.421752533217900
2011-03-01 16.384996394547200
2011-04-01 16.386747244329600
2011-05-01 16.350806066124300
2011-06-01 16.366237738854900
2011-07-01 16.334929147823600
2011-08-01 16.327716171754300
2011-09-01 16.225061690823500
2011-10-01 16.270296273312300
2011-11-01 16.237462873407800
2011-12-01 16.220197269416900
2012-01-01 16.282179667631000
2012-02-01 16.315403861541400
2012-03-01 16.385196461131600
2012-04-01 16.375212912606198
2012-05-01 16.447529078592600
2012-06-01 16.373867053019400
2012-07-01 16.546738448163200
2012-08-01 16.444804728927902
2012-09-01 16.510925579484000
2012-10-01 16.366160019733500
2012-11-01 16.316781313476300
2012-12-01 16.311412385133200
2013-01-01 16.204159218278402
2013-02-01 16.215441910519800
2013-03-01 16.193595549544497
2013-04-01 16.264194604787800
2013-05-01 16.246228098203403
2013-06-01 16.182900151142800
2013-07-01 16.152376439116400
2013-08-01 16.160689172039500
2013-09-01 16.201653091818900
2013-10-01 16.155024066426400
2013-11-01 16.199409507379100
2013-12-01 16.199423998490698
2014-01-01 16.116007683392300
2014-02-01 16.114375183009200
2014-03-01 16.211297098617400
2014-04-01 16.056618408827100
2014-05-01 16.046213530285197
2014-06-01 16.093842322699000
2014-07-01 16.058781334069200
2014-08-01 16.076210120855900
2014-09-01 16.098134035937600
2014-10-01 16.133854349488900
2014-11-01 16.185651444234400
2014-12-01 16.183613140241600
2015-01-01 16.222318476703600
2015-02-01 16.217132608063500
2015-03-01 16.224144021758000
2015-04-01 16.152555312330000
2015-05-01 16.251163564169800
2015-06-01 16.300818808419700
2015-07-01 16.367096706039902
2015-08-01 16.391429019439800
2015-09-01 16.402468282369100
2015-10-01 16.408342492279100
2015-11-01 16.476376638745600
2015-12-01 16.467055874410900
2016-01-01 16.518713566065000
2016-02-01 16.621490629525002
2016-03-01 16.630473563927698
2016-04-01 16.754754878924500
2016-05-01 16.760077455125100
2016-06-01 16.808371391154800
2016-07-01 16.872893539355700
2016-08-01 16.903345753371998
2016-09-01 16.908075457464700
2016-10-01 16.987623893755700
2016-11-01 16.967236747482300
2016-12-01 16.950905663423400
2017-01-01 17.110545966437300
2017-02-01 17.121548511615100
2017-03-01 17.036725275161900
2017-04-01 17.165897091722800
2017-05-01 17.270550522198800
2017-06-01 17.218170972643500
2017-07-01 16.773379547939598
2017-08-01 16.811074623946400
2017-09-01 16.916571714228800
2017-10-01 16.969961339113000
2017-11-01 16.954388440208100
2017-12-01 17.029857185211302
2018-01-01 17.005618741378900
2018-02-01 17.024420957752800
2018-03-01 17.142542369558900
2018-04-01 17.180038589639302
2018-05-01 17.177402504394000
2018-06-01 17.332787563527100
2018-07-01 17.165695869523300
2018-08-01 17.212969796841200
2018-09-01 17.223131271869100
2018-10-01 17.268366658287498
2018-11-01 17.238716772497803
2018-12-01 17.311530795363900
2019-01-01 17.303405186495400
2019-02-01 17.322359049158500
2019-03-01 17.444855242203400
2019-04-01 17.398140994110100
2019-05-01 17.387105505760300
2019-06-01 17.445069299990100
2019-07-01 17.247998036727900
2019-08-01 17.408621552305100
2019-09-01 17.532876581242000
2019-10-01 17.371505723771300
2019-11-01 17.429777306028800
2019-12-01 17.401841650230100
2020-01-01 17.503975841441200
2020-02-01 17.517150509161800
2020-03-01 17.339328538160400
2020-04-01 14.916264186350698
2020-05-01 15.198579984330499
2020-06-01 15.749027986827901
2020-07-01 16.122517095432700
2020-08-01 16.299520676404900
2020-09-01 16.441220362822000
2020-10-01 16.784983386902600
2020-11-01 16.832590005483100
2020-12-01 16.905953530937100
2021-01-01 16.703795535156600
2021-02-01 16.699443367053900
2021-03-01 16.739379953363800
2021-04-01 16.726703475880598
2021-05-01 16.610322287798100
2021-06-01 16.441838609157500
2021-07-01 16.399591549757200
2021-08-01 16.290791455819498
2021-09-01 16.151058885287700
2021-10-01 15.991890809189000
2021-11-01 16.045195317101700
2021-12-01 16.015522731854200
2022-01-01 16.107996536106697
2022-02-01 16.287474923728700
2022-03-01 16.237175367472400
2022-04-01 16.226711894457000
2022-05-01 16.315305526102200
2022-06-01 16.325349005959900
2022-07-01 16.483998635953300
2022-08-01 16.484274716441800
2022-09-01 16.557040914284002
2022-10-01 16.602307238245402
2022-11-01 16.565588998189302
2022-12-01 16.629183622252700
2023-01-01 16.910075552005800
2023-02-01 16.775714036226100
2023-03-01 16.834277976088902
2023-04-01 16.821999079277700
2023-05-01 16.919091005192500
2023-06-01 17.105000906202800
2023-07-01 17.077435011443800
2023-08-01 17.182232918454600
2023-09-01 17.259659782946600
2023-10-01 17.405517970140700
2023-11-01 17.485722987882800
2023-12-01 17.639923392984000
2024-01-01 17.711949822670103
2024-02-01 17.870872649415897
2024-03-01 17.928551716198000
2024-04-01 18.118435139685100
2024-05-01 18.121604100502000
2024-06-01 18.285310001807300
2024-07-01 18.277363282912802

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