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 2025-08-01
Last Updated 2025-09-20 6:33 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 12.680048302906801
1990-02-01 12.709450152771700
1990-03-01 12.655900912315500
1990-04-01 12.531269635624700
1990-05-01 12.738601626950100
1990-06-01 12.798195394718000
1990-07-01 12.957451910841902
1990-08-01 13.152514404795498
1990-09-01 12.984370800089200
1990-10-01 13.024421218028400
1990-11-01 12.881982753470400
1990-12-01 13.087474793498900
1991-01-01 13.388701423413698
1991-02-01 13.310694995023999
1991-03-01 13.346556023433800
1991-04-01 13.425663567952100
1991-05-01 13.540775184793802
1991-06-01 13.601860450035698
1991-07-01 13.564449594876699
1991-08-01 13.760094319526000
1991-09-01 13.695315380745000
1991-10-01 13.606014070952899
1991-11-01 13.679558213130500
1991-12-01 13.777048274376199
1992-01-01 13.599595730268400
1992-02-01 13.814051467194500
1992-03-01 13.839334580358400
1992-04-01 13.814746765674100
1992-05-01 13.743103712960599
1992-06-01 13.693899614448500
1992-07-01 13.781494580357098
1992-08-01 13.759854248147800
1992-09-01 14.012546174626700
1992-10-01 13.974388158995302
1992-11-01 14.071261694337700
1992-12-01 14.058832056203200
1993-01-01 13.522123450625301
1993-02-01 13.426209667806699
1993-03-01 13.349954657413099
1993-04-01 13.706204122783400
1993-05-01 13.939517866377999
1993-06-01 13.887904044508300
1993-07-01 13.898539363849098
1993-08-01 13.866702570490501
1993-09-01 13.824752888906401
1993-10-01 14.041972857887500
1993-11-01 14.060501109557100
1993-12-01 14.141658139920500
1994-01-01 13.742138876107301
1994-02-01 13.844145353032400
1994-03-01 13.868320419281700
1994-04-01 13.795108518394300
1994-05-01 14.226875326629601
1994-06-01 13.872964173889999
1994-07-01 14.010733418804701
1994-08-01 14.069734011446700
1994-09-01 13.950783839544801
1994-10-01 14.014930669602000
1994-11-01 13.844742694057901
1994-12-01 13.726493210292700
1995-01-01 14.067490389208801
1995-02-01 14.162391293621800
1995-03-01 14.097579010087000
1995-04-01 14.089936925988901
1995-05-01 13.907796455620401
1995-06-01 14.062652057802100
1995-07-01 13.899695399248500
1995-08-01 13.956707885143400
1995-09-01 14.282067473917198
1995-10-01 14.101057605506101
1995-11-01 14.133545332221802
1995-12-01 14.018269208497100
1996-01-01 13.870791267901900
1996-02-01 13.874285790144501
1996-03-01 13.932228636750800
1996-04-01 13.985542957238400
1996-05-01 14.089216682023000
1996-06-01 14.047581451210000
1996-07-01 13.992548222310100
1996-08-01 14.034459173960400
1996-09-01 14.216065398874200
1996-10-01 14.106528574579501
1996-11-01 14.222825917281302
1996-12-01 14.313723241417800
1997-01-01 14.385885875713400
1997-02-01 14.381026479038200
1997-03-01 14.348839347918000
1997-04-01 14.478433229303600
1997-05-01 14.572091324422700
1997-06-01 14.538197443540199
1997-07-01 14.790070322562599
1997-08-01 14.722027101389900
1997-09-01 14.636812816434901
1997-10-01 14.720861979044098
1997-11-01 14.721889465239000
1997-12-01 14.716493149766300
1998-01-01 14.575638414545200
1998-02-01 14.592398936583700
1998-03-01 14.653530414263100
1998-04-01 14.683427971058900
1998-05-01 14.668883330506699
1998-06-01 14.720197570865901
1998-07-01 14.769958539017400
1998-08-01 14.683398508818800
1998-09-01 14.654233429807300
1998-10-01 14.852398159482400
1998-11-01 14.837797300222700
1998-12-01 14.825212577037801
1999-01-01 15.159388170789200
1999-02-01 15.103835095666199
1999-03-01 15.043139627848499
1999-04-01 15.104948283987598
1999-05-01 15.074678328577699
1999-06-01 15.002971862253200
1999-07-01 14.948212231292699
1999-08-01 15.238619412524700
1999-09-01 14.958111244446900
1999-10-01 14.992700168958200
1999-11-01 15.067925282592302
1999-12-01 15.040505457424800
2000-01-01 15.021666469156498
2000-02-01 15.211705356629801
2000-03-01 15.137334685606898
2000-04-01 15.137533950154200
2000-05-01 15.084047759734199
2000-06-01 15.081302915866198
2000-07-01 14.929137423859599
2000-08-01 15.079242686686001
2000-09-01 15.250448201915300
2000-10-01 15.236935346309700
2000-11-01 15.196056893239100
2000-12-01 15.253300698099402
2001-01-01 14.492206329693598
2001-02-01 14.420041073600800
2001-03-01 14.645493993799100
2001-04-01 14.568789742215000
2001-05-01 14.579028053478698
2001-06-01 14.761327674250800
2001-07-01 14.712762526984400
2001-08-01 14.740224344573100
2001-09-01 14.617824663770799
2001-10-01 14.584438407517800
2001-11-01 14.520781603386800
2001-12-01 14.570516286524699
2002-01-01 15.170133810989300
2002-02-01 15.038864613751700
2002-03-01 15.163115171891901
2002-04-01 14.888005774806302
2002-05-01 14.760565665542100
2002-06-01 14.841881146500900
2002-07-01 14.902464691319300
2002-08-01 15.014952352767802
2002-09-01 15.109194496301100
2002-10-01 14.918683852366800
2002-11-01 15.034105862218000
2002-12-01 14.965650494367200
2003-01-01 14.948274997923000
2003-02-01 14.952141787733900
2003-03-01 14.889685004675501
2003-04-01 14.892519617725599
2003-05-01 14.938607453898900
2003-06-01 14.930305008785300
2003-07-01 14.998938112229400
2003-08-01 14.916329210094600
2003-09-01 14.799129621789000
2003-10-01 14.733553503029098
2003-11-01 14.642759771781100
2003-12-01 14.666158134239499
2004-01-01 14.624651016239300
2004-02-01 14.760127946067900
2004-03-01 14.712590302907600
2004-04-01 14.789496530593500
2004-05-01 14.822903605523400
2004-06-01 14.830211599562800
2004-07-01 14.798730187494199
2004-08-01 14.727321239611800
2004-09-01 14.797602457282300
2004-10-01 14.730130210598600
2004-11-01 14.850387633229802
2004-12-01 14.759349762364900
2005-01-01 14.807029998434000
2005-02-01 14.760004613174500
2005-03-01 14.827930698616600
2005-04-01 14.881996946774300
2005-05-01 14.917574727856500
2005-06-01 15.037358611867301
2005-07-01 14.801479215833400
2005-08-01 14.751815881217900
2005-09-01 14.889865516024301
2005-10-01 15.016496963852301
2005-11-01 15.055831417459200
2005-12-01 15.150234915697501
2006-01-01 15.086716596000700
2006-02-01 15.062867828377499
2006-03-01 15.028808028328700
2006-04-01 15.083788004014800
2006-05-01 15.027051035750699
2006-06-01 15.247519458380301
2006-07-01 15.000734635529499
2006-08-01 15.071849757335100
2006-09-01 15.284571525152000
2006-10-01 15.199090560442901
2006-11-01 15.165245993017600
2006-12-01 15.245763520662802
2007-01-01 15.366221351440000
2007-02-01 15.359567510769400
2007-03-01 15.421778709889699
2007-04-01 15.391717469107899
2007-05-01 15.345157351001600
2007-06-01 15.459929713323900
2007-07-01 15.597087401706200
2007-08-01 15.690418402740700
2007-09-01 15.676179460079698
2007-10-01 15.685804733458200
2007-11-01 15.666646482746800
2007-12-01 15.652110106843800
2008-01-01 15.652776586609399
2008-02-01 15.649681571456302
2008-03-01 15.706538398249199
2008-04-01 15.803060046613501
2008-05-01 15.862873999317100
2008-06-01 15.870576428987100
2008-07-01 15.887175917410099
2008-08-01 15.898157963363500
2008-09-01 15.868549812637902
2008-10-01 15.878342936721198
2008-11-01 15.863031859026000
2008-12-01 15.969644377693800
2009-01-01 15.959733686189198
2009-02-01 16.038129963136800
2009-03-01 15.989382766247600
2009-04-01 16.005415372799900
2009-05-01 16.069802796047400
2009-06-01 16.170993234404900
2009-07-01 16.279920883443598
2009-08-01 16.311787565787900
2009-09-01 16.462544033376200
2009-10-01 16.479566775080900
2009-11-01 16.552706631377500
2009-12-01 16.587455378636400
2010-01-01 16.677994897346600
2010-02-01 16.629964725499800
2010-03-01 16.673185488528300
2010-04-01 16.597993555597500
2010-05-01 16.564986876949100
2010-06-01 16.565680265442700
2010-07-01 16.582033205489400
2010-08-01 16.328471826003600
2010-09-01 16.552939641560600
2010-10-01 16.682070243285903
2010-11-01 16.735629853345700
2010-12-01 16.704645047268900
2011-01-01 16.803121303292800
2011-02-01 16.828075178577098
2011-03-01 16.859132055926700
2011-04-01 16.886601611963503
2011-05-01 16.859341597576698
2011-06-01 16.859648123182700
2011-07-01 16.787745448082600
2011-08-01 16.850237048169200
2011-09-01 16.746078327583100
2011-10-01 16.776434116806100
2011-11-01 16.824058314039398
2011-12-01 16.813601731194600
2012-01-01 16.820241598191500
2012-02-01 16.927068305454302
2012-03-01 16.954137009987498
2012-04-01 16.979461861978100
2012-05-01 17.055592219298802
2012-06-01 17.060659682133200
2012-07-01 17.093440381330500
2012-08-01 17.065895599430803
2012-09-01 17.140309049965400
2012-10-01 16.963311471697100
2012-11-01 16.914638816291600
2012-12-01 17.014783583245700
2013-01-01 16.831992803392600
2013-02-01 16.825056664661500
2013-03-01 16.859969039623200
2013-04-01 16.973692938244300
2013-05-01 16.954143771761700
2013-06-01 16.970087433830198
2013-07-01 16.791777620871500
2013-08-01 16.875945640051402
2013-09-01 17.033897082595000
2013-10-01 16.950271750808100
2013-11-01 17.014873730823200
2013-12-01 16.907182986646400
2014-01-01 16.931820584516200
2014-02-01 16.919295753559698
2014-03-01 16.974073929708098
2014-04-01 16.866002840239698
2014-05-01 16.855874129076400
2014-06-01 16.880175659055900
2014-07-01 16.894927994812400
2014-08-01 16.998292924519998
2014-09-01 16.928302341442300
2014-10-01 17.039550038123800
2014-11-01 17.010512720425000
2014-12-01 17.092659232429500
2015-01-01 17.128019621955700
2015-02-01 17.112237350045000
2015-03-01 17.081833019029000
2015-04-01 17.057096852066500
2015-05-01 17.162216372917400
2015-06-01 17.187438229345400
2015-07-01 17.309707652480100
2015-08-01 17.320981896229902
2015-09-01 17.333314824621500
2015-10-01 17.429430844382402
2015-11-01 17.401376227442300
2015-12-01 17.469751131315500
2016-01-01 17.518597367456998
2016-02-01 17.607108463916102
2016-03-01 17.585620411091100
2016-04-01 17.748189433383104
2016-05-01 17.767807382411200
2016-06-01 17.790979271681400
2016-07-01 17.937550963481200
2016-08-01 17.947269416523103
2016-09-01 18.040125783897400
2016-10-01 18.021591249623700
2016-11-01 18.082207876221500
2016-12-01 18.042158392448800
2017-01-01 18.215954109799398
2017-02-01 18.195771502656800
2017-03-01 18.091143258241300
2017-04-01 18.242012552082800
2017-05-01 18.374627740516400
2017-06-01 18.394387116572800
2017-07-01 17.964288907431400
2017-08-01 18.062705174814500
2017-09-01 18.145448639091498
2017-10-01 18.120981448287000
2017-11-01 18.157564868500900
2017-12-01 18.215166071594300
2018-01-01 18.113968939475300
2018-02-01 18.191791532049700
2018-03-01 18.295411693279000
2018-04-01 18.340576485681897
2018-05-01 18.380646365043198
2018-06-01 18.497489019833400
2018-07-01 18.388126038701700
2018-08-01 18.480598262106900
2018-09-01 18.454627378191000
2018-10-01 18.523638667411802
2018-11-01 18.526085328228200
2018-12-01 18.592652336547900
2019-01-01 18.615443055229200
2019-02-01 18.575827497095002
2019-03-01 18.696300799358300
2019-04-01 18.650215174016800
2019-05-01 18.690533092264500
2019-06-01 18.706762728893800
2019-07-01 18.696721296986300
2019-08-01 18.784038282655900
2019-09-01 18.873483182467100
2019-10-01 18.825234976843500
2019-11-01 18.803533774519398
2019-12-01 18.783624562374600
2020-01-01 18.808715222840900
2020-02-01 18.854875832191800
2020-03-01 18.687785693556100
2020-04-01 16.268629756821000
2020-05-01 16.601593811222100
2020-06-01 17.128316234911100
2020-07-01 17.578017670858900
2020-08-01 17.863715544035300
2020-09-01 17.985661832835397
2020-10-01 18.328536502476197
2020-11-01 18.298774704416800
2020-12-01 18.392068080849900
2021-01-01 18.201406262502400
2021-02-01 18.129605562074000
2021-03-01 18.178957490090300
2021-04-01 18.171611428445303
2021-05-01 18.112017552156697
2021-06-01 18.066824422662300
2021-07-01 17.969217690206400
2021-08-01 17.855941370633100
2021-09-01 17.692751383463303
2021-10-01 17.530161405127497
2021-11-01 17.602056513911500
2021-12-01 17.606978452384100
2022-01-01 17.695054493446300
2022-02-01 17.819184177763802
2022-03-01 17.760243094358700
2022-04-01 17.775572515544898
2022-05-01 17.921292980830103
2022-06-01 18.003474796280500
2022-07-01 18.160929225992300
2022-08-01 18.146138972782700
2022-09-01 18.194943167499897
2022-10-01 18.225961028749700
2022-11-01 18.199673774909400
2022-12-01 18.205220264997102
2023-01-01 18.493988655887800
2023-02-01 18.409203470986600
2023-03-01 18.440068831884602
2023-04-01 18.481089502781998
2023-05-01 18.429187782794400
2023-06-01 18.433977733642800
2023-07-01 18.460620646202102
2023-08-01 18.433730672375802
2023-09-01 18.588719508816700
2023-10-01 18.916385786888200
2023-11-01 18.901772412594603
2023-12-01 18.900507104855700
2024-01-01 18.594574489775700
2024-02-01 18.911173088892000
2024-03-01 19.018210405093000
2024-04-01 19.085550036314398
2024-05-01 19.036860767315700
2024-06-01 18.957079666415300
2024-07-01 18.871643809888700
2024-08-01 19.024284117960600
2024-09-01 19.179099616771500
2024-10-01 19.108165098537500
2024-11-01 19.105399499550398
2024-12-01 19.197469408788802
2025-01-01 19.196274217523698
2025-02-01 19.215980110180602
2025-03-01 19.309667051781002
2025-04-01 19.287786147905603
2025-05-01 19.440469671178500
2025-06-01 19.573477108945898
2025-07-01 19.688997918049700
2025-08-01 19.823548256066100

Back to Top