Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Educational Services in Buffalo-Cheektowaga-Niagara Falls, NY (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Buffalo-Cheektowaga-Niagara Falls, NY (MSA)
Series ID SMU36153806561000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2024-11-01
Last Updated 2024-12-21 5:28 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 9.747158667439210
1990-02-01 9.884312171099620
1990-03-01 9.934866009852120
1990-04-01 10.027251303800600
1990-05-01 10.191871216513801
1990-06-01 10.355200640474500
1990-07-01 10.189744516316802
1990-08-01 10.149605200000401
1990-09-01 10.304817211442000
1990-10-01 10.334480495057699
1990-11-01 10.405242101995400
1990-12-01 10.553728855404700
1991-01-01 10.758771320826499
1991-02-01 10.723948632594000
1991-03-01 10.779042880049698
1991-04-01 10.491523575449400
1991-05-01 10.567154236337199
1991-06-01 10.266585046671901
1991-07-01 10.428628953753400
1991-08-01 10.655141083601500
1991-09-01 10.716454501189698
1991-10-01 10.806685015360301
1991-11-01 10.775628953655500
1991-12-01 10.741982021679801
1992-01-01 10.574749491940000
1992-02-01 10.427639734918401
1992-03-01 10.324825088311900
1992-04-01 10.838218775224900
1992-05-01 10.845717242489900
1992-06-01 10.934062579915700
1992-07-01 11.020395999616198
1992-08-01 11.006025337883802
1992-09-01 11.138561299680700
1992-10-01 11.196282457404198
1992-11-01 11.243243487431700
1992-12-01 11.207841151179199
1993-01-01 11.314997227746700
1993-02-01 11.354933040482099
1993-03-01 11.371522614239400
1993-04-01 11.073548067062301
1993-05-01 11.199696229238200
1993-06-01 11.710199958340900
1993-07-01 11.466023013685698
1993-08-01 11.467973311899900
1993-09-01 11.367717721128800
1993-10-01 11.324001134085900
1993-11-01 11.362490288739100
1993-12-01 11.407007762000100
1994-01-01 11.544225589373600
1994-02-01 11.623969371696901
1994-03-01 11.570959159522399
1994-04-01 11.880975254569700
1994-05-01 11.850962159471800
1994-06-01 11.528853492166200
1994-07-01 11.507064173339000
1994-08-01 11.506452918583800
1994-09-01 12.007675564277699
1994-10-01 11.742804956133302
1994-11-01 11.864815280152600
1994-12-01 11.888753420545500
1995-01-01 11.768331873842900
1995-02-01 11.996339508466198
1995-03-01 11.960447948129700
1995-04-01 12.123642675812599
1995-05-01 12.009738869080401
1995-06-01 12.057685846022900
1995-07-01 12.319656199239098
1995-08-01 12.188297156438301
1995-09-01 12.223970721317300
1995-10-01 12.355396356076900
1995-11-01 12.380831395255600
1995-12-01 12.483907032013900
1996-01-01 12.364990300940900
1996-02-01 12.478247754254500
1996-03-01 12.422936250709600
1996-04-01 12.386609169445400
1996-05-01 12.570067765361301
1996-06-01 12.475862810170200
1996-07-01 12.355728231200800
1996-08-01 12.600251727145400
1996-09-01 12.532872003681700
1996-10-01 12.686437360071000
1996-11-01 12.713421156418600
1996-12-01 12.820685433103199
1997-01-01 12.947821030376401
1997-02-01 12.887448899783800
1997-03-01 13.064841851457901
1997-04-01 13.031516818808301
1997-05-01 13.037680887382800
1997-06-01 13.211969857059000
1997-07-01 13.270359734956800
1997-08-01 13.389356895425001
1997-09-01 13.228203237982600
1997-10-01 13.186278529589400
1997-11-01 13.221463237758400
1997-12-01 13.373621879777401
1998-01-01 13.214181802149800
1998-02-01 13.396934271451002
1998-03-01 13.316309080513100
1998-04-01 13.584739673611699
1998-05-01 13.830322085033100
1998-06-01 13.763471906909801
1998-07-01 13.408377119299200
1998-08-01 13.424246301872499
1998-09-01 13.705712226184499
1998-10-01 13.583176513694902
1998-11-01 13.629967041031401
1998-12-01 13.651008915789001
1999-01-01 13.991696330354200
1999-02-01 13.793507710028301
1999-03-01 13.942587803388697
1999-04-01 13.849462172776501
1999-05-01 14.058393548555400
1999-06-01 13.915644854112001
1999-07-01 14.077036871731200
1999-08-01 13.889958538111902
1999-09-01 13.650311294406299
1999-10-01 13.659771283091400
1999-11-01 13.738250572411900
1999-12-01 13.619991734642700
2000-01-01 14.195791596726902
2000-02-01 13.691785448494100
2000-03-01 13.811081939366400
2000-04-01 13.738455644797700
2000-05-01 13.831564008988302
2000-06-01 13.894738965244699
2000-07-01 14.394544314380500
2000-08-01 14.280550201328198
2000-09-01 13.706658509235599
2000-10-01 14.258456780473500
2000-11-01 14.280352410199301
2000-12-01 14.205937015170601
2001-01-01 12.831444018173098
2001-02-01 11.856939268751700
2001-03-01 11.467157806693000
2001-04-01 12.141552944093800
2001-05-01 12.048897733021500
2001-06-01 12.161708967169700
2001-07-01 12.459661897516500
2001-08-01 12.471298701835300
2001-09-01 12.260877799734200
2001-10-01 12.046269251444302
2001-11-01 12.025500896018801
2001-12-01 12.002795366632400
2002-01-01 12.301771163274500
2002-02-01 12.082134620729600
2002-03-01 12.178809394798600
2002-04-01 12.313323820668100
2002-05-01 12.464540958718800
2002-06-01 12.694285007953802
2002-07-01 12.744969910231200
2002-08-01 12.792629487537400
2002-09-01 13.143708673402100
2002-10-01 13.278850128965000
2002-11-01 13.274427994390900
2002-12-01 13.463896434355302
2003-01-01 13.316098578623299
2003-02-01 13.415620837949099
2003-03-01 13.445776667640901
2003-04-01 13.224826541802200
2003-05-01 13.038254858231700
2003-06-01 12.795805139795402
2003-07-01 13.061000438366900
2003-08-01 13.122017435100698
2003-09-01 13.633208088445300
2003-10-01 13.601673506411300
2003-11-01 13.599597076368100
2003-12-01 13.585369500586099
2004-01-01 13.517480810302000
2004-02-01 13.821512147844999
2004-03-01 13.684054258440900
2004-04-01 13.854736719735700
2004-05-01 13.686025536278999
2004-06-01 14.239013932814300
2004-07-01 14.599165332166800
2004-08-01 14.308361385915600
2004-09-01 14.042469975421200
2004-10-01 14.402034023906800
2004-11-01 14.481402378031900
2004-12-01 14.554186982758200
2005-01-01 13.695661600879600
2005-02-01 14.524028902830100
2005-03-01 14.475865433440699
2005-04-01 14.576582995517398
2005-05-01 14.620867906923198
2005-06-01 14.478104681930098
2005-07-01 14.374164109109700
2005-08-01 14.299434427462598
2005-09-01 14.457146211256900
2005-10-01 14.494135093839800
2005-11-01 14.655248401066698
2005-12-01 14.502265610805900
2006-01-01 13.535184226775101
2006-02-01 14.693700271285100
2006-03-01 14.809954706820500
2006-04-01 14.736793333754001
2006-05-01 14.907249951810998
2006-06-01 14.587169448229199
2006-07-01 14.602267606408901
2006-08-01 14.760047815400900
2006-09-01 14.665054531382802
2006-10-01 14.690391611153000
2006-11-01 14.754388114856100
2006-12-01 14.853577043150402
2007-01-01 14.171732207213399
2007-02-01 14.794414651363802
2007-03-01 14.968972681475401
2007-04-01 14.808855518107700
2007-05-01 14.924201425776200
2007-06-01 14.774541828431900
2007-07-01 14.926665481904399
2007-08-01 14.948508770290400
2007-09-01 14.975218937187500
2007-10-01 14.982041443519499
2007-11-01 14.860909975593800
2007-12-01 15.026778596049800
2008-01-01 15.012677391785900
2008-02-01 14.899780818821599
2008-03-01 14.946497640056100
2008-04-01 15.076979864654000
2008-05-01 14.955288035702200
2008-06-01 15.042495668534300
2008-07-01 15.251091530604901
2008-08-01 15.274357251426402
2008-09-01 15.279545766999900
2008-10-01 15.257554659511800
2008-11-01 15.240851164317698
2008-12-01 15.310921880823901
2009-01-01 15.331136833161700
2009-02-01 15.361632240835700
2009-03-01 15.304441253259700
2009-04-01 15.165503148709400
2009-05-01 15.080815716550000
2009-06-01 15.297168381217999
2009-07-01 15.459326475069000
2009-08-01 15.232246176764200
2009-09-01 14.978170589532700
2009-10-01 15.343672190165600
2009-11-01 15.432017299333400
2009-12-01 15.415765836342300
2010-01-01 15.554420931136901
2010-02-01 15.531228386733801
2010-03-01 15.664308791792500
2010-04-01 15.810654061863500
2010-05-01 15.885713325042600
2010-06-01 15.880583392878801
2010-07-01 15.931625377092700
2010-08-01 15.834872788731198
2010-09-01 15.671385667117699
2010-10-01 15.697334541406300
2010-11-01 15.794644623395900
2010-12-01 15.718952225460802
2011-01-01 15.674165647804100
2011-02-01 15.692995216992500
2011-03-01 15.574918538433600
2011-04-01 16.276886570677900
2011-05-01 16.397679269593898
2011-06-01 16.354765086119002
2011-07-01 16.402714005594400
2011-08-01 16.538565985426100
2011-09-01 16.784030817292700
2011-10-01 16.501969817843403
2011-11-01 16.884642130736900
2011-12-01 17.041584092016098
2012-01-01 17.161609377810300
2012-02-01 17.337699475855597
2012-03-01 17.225211367246200
2012-04-01 17.120387881565000
2012-05-01 17.209786402765200
2012-06-01 16.921421886393500
2012-07-01 16.989431471359300
2012-08-01 17.088825552214598
2012-09-01 17.308227128465100
2012-10-01 17.397671355290502
2012-11-01 17.339853609115400
2012-12-01 17.420425323702500
2013-01-01 17.388190873424500
2013-02-01 17.519466194428900
2013-03-01 17.627584878987200
2013-04-01 17.687146047577300
2013-05-01 17.434599579310400
2013-06-01 17.358536747339500
2013-07-01 17.674468114587500
2013-08-01 17.616321830927898
2013-09-01 17.960308857266500
2013-10-01 17.832975262146700
2013-11-01 17.972129768624400
2013-12-01 17.983307362105400
2014-01-01 18.150462079666898
2014-02-01 18.174762967652000
2014-03-01 18.134907601532900
2014-04-01 18.062711995439500
2014-05-01 17.951921671933600
2014-06-01 18.559597653243300
2014-07-01 18.358296080315498
2014-08-01 18.373997136466500
2014-09-01 18.109331036922500
2014-10-01 18.189028105528198
2014-11-01 18.053838060285000
2014-12-01 17.988819556161100
2015-01-01 18.394031934836200
2015-02-01 18.008018112265700
2015-03-01 18.100462835531100
2015-04-01 18.063200361679698
2015-05-01 18.054575710177200
2015-06-01 18.288752564807800
2015-07-01 18.196388316948102
2015-08-01 18.393665682664400
2015-09-01 18.049879964228800
2015-10-01 18.182641051252500
2015-11-01 18.227033924509500
2015-12-01 18.381639637784800
2016-01-01 18.223871146223000
2016-02-01 18.117219543811103
2016-03-01 18.136689490565900
2016-04-01 18.339327325498000
2016-05-01 18.448460652144000
2016-06-01 18.359179101284603
2016-07-01 18.431054296129002
2016-08-01 18.076245137456200
2016-09-01 18.147984296410800
2016-10-01 18.271316262419397
2016-11-01 18.400672033202200
2016-12-01 18.322780791599400
2017-01-01 18.046688120629398
2017-02-01 18.387665411120103
2017-03-01 18.260461838273002
2017-04-01 18.343627091658200
2017-05-01 18.456201435849604
2017-06-01 18.340764915034700
2017-07-01 18.317180420808302
2017-08-01 18.523327202076900
2017-09-01 18.394864390477900
2017-10-01 18.443484568618300
2017-11-01 18.383539197606602
2017-12-01 18.567941185586000
2018-01-01 18.506532227510900
2018-02-01 18.643158069477500
2018-03-01 18.831715404636398
2018-04-01 18.906611303105400
2018-05-01 18.872102286239300
2018-06-01 18.788410675187198
2018-07-01 18.809044658764500
2018-08-01 18.989430767339698
2018-09-01 18.908018475451800
2018-10-01 18.899897293362600
2018-11-01 18.820823030667900
2018-12-01 18.911518887058000
2019-01-01 18.953764133662100
2019-02-01 18.888319190661303
2019-03-01 19.022999577964200
2019-04-01 18.849402633757100
2019-05-01 18.324970303604400
2019-06-01 18.904986005227900
2019-07-01 18.794791279794300
2019-08-01 18.702426474812200
2019-09-01 19.019862542360197
2019-10-01 19.098060953363200
2019-11-01 19.177283825838900
2019-12-01 18.960480185923200
2020-01-01 19.177314009343500
2020-02-01 19.239293170822900
2020-03-01 19.024343259787500
2020-04-01 16.298130560358200
2020-05-01 15.816593459888301
2020-06-01 16.524634176647100
2020-07-01 16.567893301747800
2020-08-01 16.718706469845000
2020-09-01 16.948913028454097
2020-10-01 17.401817050600400
2020-11-01 17.445192145056300
2020-12-01 16.817752327443800
2021-01-01 17.047922379396400
2021-02-01 16.842577096907200
2021-03-01 17.565677866224900
2021-04-01 17.953304029050102
2021-05-01 18.131510942207400
2021-06-01 18.049059106717802
2021-07-01 18.299687975269100
2021-08-01 18.186770881062802
2021-09-01 17.969903188233303
2021-10-01 18.476047154154898
2021-11-01 18.573818822974300
2021-12-01 18.543149376440603
2022-01-01 18.507482816269900
2022-02-01 18.520871112342000
2022-03-01 18.611779250518698
2022-04-01 18.019176993206600
2022-05-01 17.979027265555400
2022-06-01 17.760039016319602
2022-07-01 17.711987590447897
2022-08-01 17.968752791240000
2022-09-01 17.708860279680800
2022-10-01 17.908880653029000
2022-11-01 17.985411405674800
2022-12-01 18.184743067459700
2023-01-01 18.050722120337998
2023-02-01 18.082123068928198
2023-03-01 18.071952408803600
2023-04-01 18.082639489934603
2023-05-01 18.027788098930500
2023-06-01 18.254289306985896
2023-07-01 17.862729486339300
2023-08-01 17.622484121917697
2023-09-01 17.657476828451800
2023-10-01 17.327401451098098
2023-11-01 17.495751465833800
2023-12-01 17.534202285708300
2024-01-01 18.336088153112700
2024-02-01 17.833991191265604
2024-03-01 17.988535947495100
2024-04-01 18.216070064874803
2024-05-01 18.459675970054200
2024-06-01 19.088500135451200
2024-07-01 19.807343449556300
2024-08-01 19.685994704415500
2024-09-01 18.112476668045400
2024-10-01 17.929588018441300
2024-11-01 17.907237421745602

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