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 2024-10-01
Last Updated 2024-11-20 6:32 AM 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 12.756329347870700
1990-02-01 12.716814762860201
1990-03-01 12.652331643934200
1990-04-01 12.562629099802802
1990-05-01 12.713311356788099
1990-06-01 12.800418207217200
1990-07-01 12.963808682867400
1990-08-01 13.132524916790500
1990-09-01 12.984624684315000
1990-10-01 13.006754603166199
1990-11-01 12.840202469063001
1990-12-01 13.057049154798902
1991-01-01 13.465158373491800
1991-02-01 13.330868199988000
1991-03-01 13.356061461863500
1991-04-01 13.461868687382200
1991-05-01 13.496902335507100
1991-06-01 13.600920581651001
1991-07-01 13.565024353398600
1991-08-01 13.731729296094100
1991-09-01 13.696242432410099
1991-10-01 13.588119378661000
1991-11-01 13.643942991142400
1991-12-01 13.745409583919198
1992-01-01 13.679994001771000
1992-02-01 13.847232091149499
1992-03-01 13.863396236450400
1992-04-01 13.849415159701900
1992-05-01 13.675678490096600
1992-06-01 13.698153860953200
1992-07-01 13.783274139147100
1992-08-01 13.741501577950402
1992-09-01 14.011815696965199
1992-10-01 13.954640656576900
1992-11-01 14.039292493995000
1992-12-01 14.021987486263800
1993-01-01 13.605681225687801
1993-02-01 13.465083819027200
1993-03-01 13.375504973399101
1993-04-01 13.736017775011598
1993-05-01 13.854408931459401
1993-06-01 13.894762193056000
1993-07-01 13.901959860086802
1993-08-01 13.855799087654400
1993-09-01 13.822333738227599
1993-10-01 14.022896305963400
1993-11-01 14.034369710063801
1993-12-01 14.105742694220100
1994-01-01 13.813022917114100
1994-02-01 13.885914716639600
1994-03-01 13.902278102396100
1994-04-01 13.820338774186200
1994-05-01 14.133652430814600
1994-06-01 13.883584267278199
1994-07-01 14.016996168983500
1994-08-01 14.064617542781000
1994-09-01 13.949847513957500
1994-10-01 13.996775693885400
1994-11-01 13.819401191861598
1994-12-01 13.685090483270600
1995-01-01 14.122168550989500
1995-02-01 14.201726876369099
1995-03-01 14.129642915522801
1995-04-01 14.113181037539501
1995-05-01 13.823554037171900
1995-06-01 14.071204214507300
1995-07-01 13.909352490009300
1995-08-01 13.957956641585600
1995-09-01 14.279551005185000
1995-10-01 14.090117482033902
1995-11-01 14.120150719758199
1995-12-01 13.989875687068698
1996-01-01 13.910028159442700
1996-02-01 13.900556257387302
1996-03-01 13.953797167750800
1996-04-01 13.999818784293499
1996-05-01 14.025580248720100
1996-06-01 14.054391796269801
1996-07-01 14.002736405487600
1996-08-01 14.037747370806699
1996-09-01 14.214169944106601
1996-10-01 14.100352146959200
1996-11-01 14.216308660243700
1996-12-01 14.299408629007402
1997-01-01 14.406041220323500
1997-02-01 14.394027347341401
1997-03-01 14.359790416501400
1997-04-01 14.486271667423100
1997-05-01 14.539483895785600
1997-06-01 14.539706539575000
1997-07-01 14.790021912202100
1997-08-01 14.717207611174800
1997-09-01 14.630048687346001
1997-10-01 14.725273959700802
1997-11-01 14.726621116280400
1997-12-01 14.717174569571700
1998-01-01 14.581236640001800
1998-02-01 14.594411395286501
1998-03-01 14.656133436278500
1998-04-01 14.685959324023600
1998-05-01 14.658705955743900
1998-06-01 14.720433000866500
1998-07-01 14.772541558497400
1998-08-01 14.681799691083600
1998-09-01 14.649159147836098
1998-10-01 14.855871397637598
1998-11-01 14.840411328117199
1998-12-01 14.826063711014099
1999-01-01 15.158034651325700
1999-02-01 15.104135831574400
1999-03-01 15.043952432583100
1999-04-01 15.106997547723301
1999-05-01 15.074841213109400
1999-06-01 15.002936454768800
1999-07-01 14.950498158388400
1999-08-01 15.233919889386002
1999-09-01 14.949857738039201
1999-10-01 14.994571487049100
1999-11-01 15.069929085816400
1999-12-01 15.040817113752501
2000-01-01 15.022844700197101
2000-02-01 15.212583946374100
2000-03-01 15.139235482884100
2000-04-01 15.139328488575302
2000-05-01 15.084159945048000
2000-06-01 15.082798722991098
2000-07-01 14.932648712214100
2000-08-01 15.077786372014101
2000-09-01 15.240680301822800
2000-10-01 15.237298679854698
2000-11-01 15.196047504640000
2000-12-01 15.253339108474698
2001-01-01 14.498312001803000
2001-02-01 14.423049909213299
2001-03-01 14.646298423954000
2001-04-01 14.569434544197000
2001-05-01 14.578463356450600
2001-06-01 14.762410398133500
2001-07-01 14.717078475593700
2001-08-01 14.740018814041700
2001-09-01 14.614852730809500
2001-10-01 14.582010892315500
2001-11-01 14.516098535243700
2001-12-01 14.564499550139699
2002-01-01 15.172454510365300
2002-02-01 15.041362358323100
2002-03-01 15.166177041814802
2002-04-01 14.889875668490300
2002-05-01 14.760372745470500
2002-06-01 14.842780076309900
2002-07-01 14.903280315863901
2002-08-01 15.013672842435101
2002-09-01 15.102930546572800
2002-10-01 14.914723650805199
2002-11-01 15.030540855415198
2002-12-01 14.969119659176400
2003-01-01 14.951176518757801
2003-02-01 14.955126997466400
2003-03-01 14.892369138433500
2003-04-01 14.894841408158200
2003-05-01 14.939037188870499
2003-06-01 14.930669121219802
2003-07-01 14.998116543159401
2003-08-01 14.913964458264400
2003-09-01 14.793515184607699
2003-10-01 14.727035358185100
2003-11-01 14.634396642276302
2003-12-01 14.676491779296000
2004-01-01 14.628784453034802
2004-02-01 14.764680118218200
2004-03-01 14.716162873829500
2004-04-01 14.792380698165400
2004-05-01 14.821998023561498
2004-06-01 14.829514309509400
2004-07-01 14.798727930992300
2004-08-01 14.723032737632801
2004-09-01 14.790365334747600
2004-10-01 14.718730350144500
2004-11-01 14.836621931178000
2004-12-01 14.782281201370198
2005-01-01 14.813115960630200
2005-02-01 14.766714585000802
2005-03-01 14.832528832541900
2005-04-01 14.885333103432400
2005-05-01 14.915717097880302
2005-06-01 15.036422184845300
2005-07-01 14.802218208657000
2005-08-01 14.745468644960900
2005-09-01 14.880977658085598
2005-10-01 14.999682192661199
2005-11-01 15.036136498055198
2005-12-01 15.186918088828499
2006-01-01 15.092073441738698
2006-02-01 15.072523681925900
2006-03-01 15.035588125855900
2006-04-01 15.088123621772200
2006-05-01 15.023418743183301
2006-06-01 15.244757973928799
2006-07-01 15.004615805431499
2006-08-01 15.060636827382400
2006-09-01 15.275843184171400
2006-10-01 15.174922272109400
2006-11-01 15.142419660347200
2006-12-01 15.189492357747200
2007-01-01 15.269894826245100
2007-02-01 15.271372879151700
2007-03-01 15.331707961189199
2007-04-01 15.295639620424400
2007-05-01 15.239548803509300
2007-06-01 15.352965251227200
2007-07-01 15.506999561618200
2007-08-01 15.572283412167900
2007-09-01 15.567547875914100
2007-10-01 15.560372860452400
2007-11-01 15.547378554095399
2007-12-01 15.497963578097000
2008-01-01 15.449418836084302
2008-02-01 15.460994928880900
2008-03-01 15.520919803618000
2008-04-01 15.606835987800000
2008-05-01 15.656123915020899
2008-06-01 15.660789776482199
2008-07-01 15.706410962370200
2008-08-01 15.677060455727000
2008-09-01 15.660472086645601
2008-10-01 15.652840861211400
2008-11-01 15.654176915807000
2008-12-01 15.711247601242200
2009-01-01 15.745171239344100
2009-02-01 15.746320363980300
2009-03-01 15.706467290605302
2009-04-01 15.707917521538501
2009-05-01 15.762091439348000
2009-06-01 15.862368013183200
2009-07-01 15.907927769514199
2009-08-01 15.989686790414900
2009-09-01 16.050436103384200
2009-10-01 16.159633418635000
2009-11-01 16.156737052241300
2009-12-01 16.222877941130100
2010-01-01 16.248942738391400
2010-02-01 16.231167869626300
2010-03-01 16.293532036251200
2010-04-01 16.200274609600402
2010-05-01 16.157588436512498
2010-06-01 16.164892199814600
2010-07-01 16.119594707170800
2010-08-01 15.905994880101499
2010-09-01 16.139244896164900
2010-10-01 16.165833758250600
2010-11-01 16.250981992700800
2010-12-01 16.224952949403100
2011-01-01 16.364968617446600
2011-02-01 16.421751433940102
2011-03-01 16.384998583817800
2011-04-01 16.386751496791700
2011-05-01 16.350806163342900
2011-06-01 16.366238581179303
2011-07-01 16.334928334309097
2011-08-01 16.327716238716800
2011-09-01 16.225057784002900
2011-10-01 16.270295645279300
2011-11-01 16.237462010525800
2011-12-01 16.220196113992300
2012-01-01 16.282177782719400
2012-02-01 16.315402967417800
2012-03-01 16.385201800991500
2012-04-01 16.375220793777400
2012-05-01 16.447529772555804
2012-06-01 16.373867726366200
2012-07-01 16.546736388806800
2012-08-01 16.444802493434903
2012-09-01 16.510918867037700
2012-10-01 16.366156760610100
2012-11-01 16.316778663342500
2012-12-01 16.311410794208800
2013-01-01 16.204158494141600
2013-02-01 16.215444114141600
2013-03-01 16.193607251012303
2013-04-01 16.264206919882000
2013-05-01 16.246231117042000
2013-06-01 16.182900450339197
2013-07-01 16.152370903931000
2013-08-01 16.160680976988700
2013-09-01 16.201639918298200
2013-10-01 16.155014485100300
2013-11-01 16.199402207366300
2013-12-01 16.199427234366400
2014-01-01 16.116009072372500
2014-02-01 16.114385038579200
2014-03-01 16.211308356354400
2014-04-01 16.056647200089700
2014-05-01 16.046221551952200
2014-06-01 16.093869228270700
2014-07-01 16.058746349935100
2014-08-01 16.076179977202500
2014-09-01 16.098107226903100
2014-10-01 16.133835716459803
2014-11-01 16.185639829402600
2014-12-01 16.183626021616900
2015-01-01 16.222331252438500
2015-02-01 16.217160292378700
2015-03-01 16.224167255521000
2015-04-01 16.152610911887300
2015-05-01 16.251187327969500
2015-06-01 16.300806769533200
2015-07-01 16.367031174228200
2015-08-01 16.391373246761600
2015-09-01 16.402427142235400
2015-10-01 16.408321659574400
2015-11-01 16.476376688782803
2015-12-01 16.467098150592300
2016-01-01 16.518755699978800
2016-02-01 16.621546323248598
2016-03-01 16.630505062203000
2016-04-01 16.754823623517098
2016-05-01 16.760094754123003
2016-06-01 16.808299109244600
2016-07-01 16.872751978472400
2016-08-01 16.903278431937100
2016-09-01 16.908000104736200
2016-10-01 16.987655930933400
2016-11-01 16.967303754907700
2016-12-01 16.951009326633102
2017-01-01 17.110623926889300
2017-02-01 17.121603312476500
2017-03-01 17.036769970753400
2017-04-01 17.165959134865002
2017-05-01 17.270495374817400
2017-06-01 17.217961989457000
2017-07-01 16.773187570990200
2017-08-01 16.810993777044597
2017-09-01 16.916418924331400
2017-10-01 16.970150293064300
2017-11-01 16.954552036589902
2017-12-01 17.030243981874300
2018-01-01 17.005806681716003
2018-02-01 17.024263812004900
2018-03-01 17.142448494563800
2018-04-01 17.180011107890802
2018-05-01 17.177243684216197
2018-06-01 17.332515786282197
2018-07-01 17.165457908466500
2018-08-01 17.212879124698600
2018-09-01 17.222898287193300
2018-10-01 17.268962199742997
2018-11-01 17.239013365540800
2018-12-01 17.312315873665800
2019-01-01 17.303912700232100
2019-02-01 17.320956016044400
2019-03-01 17.444919174095500
2019-04-01 17.398231939456803
2019-05-01 17.386940574807300
2019-06-01 17.444684839142700
2019-07-01 17.247687838524000
2019-08-01 17.408407683392700
2019-09-01 17.532516531841600
2019-10-01 17.372488034438400
2019-11-01 17.430286850984400
2019-12-01 17.403143987843002
2020-01-01 17.504880211300200
2020-02-01 17.514635578557197
2020-03-01 17.339556217604800
2020-04-01 14.916298651974499
2020-05-01 15.198050868736598
2020-06-01 15.749558321255900
2020-07-01 16.121500021686500
2020-08-01 16.298716108909700
2020-09-01 16.440574163361198
2020-10-01 16.786343994426600
2020-11-01 16.833552223477900
2020-12-01 16.907847757261400
2021-01-01 16.705185687262098
2021-02-01 16.696201692340400
2021-03-01 16.740126960490800
2021-04-01 16.726900711758400
2021-05-01 16.609755894111302
2021-06-01 16.443713391001502
2021-07-01 16.398214821926597
2021-08-01 16.281822655192700
2021-09-01 16.153554592083100
2021-10-01 15.995240115445400
2021-11-01 16.047445734443000
2021-12-01 16.018319174709300
2022-01-01 16.109801762121800
2022-02-01 16.284335098653500
2022-03-01 16.237676564578100
2022-04-01 16.226513302705100
2022-05-01 16.314586969925300
2022-06-01 16.329340326121500
2022-07-01 16.484433281743100
2022-08-01 16.465416431461300
2022-09-01 16.561889852151403
2022-10-01 16.605830258912803
2022-11-01 16.569526219811100
2022-12-01 16.632978589140300
2023-01-01 16.912586716007900
2023-02-01 16.772893167734303
2023-03-01 16.834937848728200
2023-04-01 16.821721823271300
2023-05-01 16.918676794251600
2023-06-01 17.110664531756402
2023-07-01 17.080790359829600
2023-08-01 17.151859032512000
2023-09-01 17.267738193636400
2023-10-01 17.408076131469098
2023-11-01 17.491494772808000
2023-12-01 17.644668085955000
2024-01-01 17.715075266094900
2024-02-01 17.869136302142103
2024-03-01 17.928976213227100
2024-04-01 18.117594747483100
2024-05-01 18.120893545519200
2024-06-01 18.292579179559603
2024-07-01 18.283659144771400
2024-08-01 18.445709049826300
2024-09-01 18.369089983806300
2024-10-01 18.409367080569503

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