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

Title All Employees: Education and Health Services: Private Educational Services in Buffalo-Cheektowaga, 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 2026-05-01
Last Updated 2026-06-24 10:19 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 9.74713382213075
1990-02-01 9.88424154037348
1990-03-01 9.93481593182346
1990-04-01 10.02721874247720
1990-05-01 10.19190002712980
1990-06-01 10.35539546340630
1990-07-01 10.18975323614600
1990-08-01 10.14960461406500
1990-09-01 10.30482889385160
1990-10-01 10.33448090304990
1990-11-01 10.40523012129890
1990-12-01 10.55370752901550
1991-01-01 10.75873940213400
1991-02-01 10.72386994705870
1991-03-01 10.77897936293260
1991-04-01 10.49148005088170
1991-05-01 10.56722749168160
1991-06-01 10.26675893813160
1991-07-01 10.42861465378190
1991-08-01 10.65517773153750
1991-09-01 10.71647902426780
1991-10-01 10.80667121037140
1991-11-01 10.77560727429170
1991-12-01 10.74195460585380
1992-01-01 10.57471524553880
1992-02-01 10.42756388223890
1992-03-01 10.32475898318590
1992-04-01 10.83816737795530
1992-05-01 10.84583818165190
1992-06-01 10.93422598004930
1992-07-01 11.02035160662880
1992-08-01 11.00609910743580
1992-09-01 11.13859130960580
1992-10-01 11.19624714721800
1992-11-01 11.24321140959530
1992-12-01 11.20781916729060
1993-01-01 11.31497996365120
1993-02-01 11.35486992964630
1993-03-01 11.37145409473530
1993-04-01 11.07349405124730
1993-05-01 11.19984633889080
1993-06-01 11.71028064328300
1993-07-01 11.46592830867810
1993-08-01 11.46807228516570
1993-09-01 11.36775150140050
1993-10-01 11.32395478861890
1993-11-01 11.36247254058950
1993-12-01 11.40702927418280
1994-01-01 11.54426918742190
1994-02-01 11.62396861079360
1994-03-01 11.57091221266420
1994-04-01 11.88088611525580
1994-05-01 11.85103930772790
1994-06-01 11.52881349873090
1994-07-01 11.50690003365450
1994-08-01 11.50652115091090
1994-09-01 12.00770993063800
1994-10-01 11.74276792151350
1994-11-01 11.86481312977700
1994-12-01 11.88883104258370
1995-01-01 11.76846894304860
1995-02-01 11.99647528573480
1995-03-01 11.96058766367720
1995-04-01 12.12381060824410
1995-05-01 12.00962781314590
1995-06-01 12.05654601947580
1995-07-01 12.31980253273420
1995-08-01 12.18861213456980
1995-09-01 12.22412752583730
1995-10-01 12.35534273009820
1995-11-01 12.38071986345120
1995-12-01 12.48385978024740
1996-01-01 12.36508175190680
1996-02-01 12.47852409956950
1996-03-01 12.42341981662840
1996-04-01 12.38726753809610
1996-05-01 12.56993920998840
1996-06-01 12.47376556605420
1996-07-01 12.35621378583440
1996-08-01 12.60080416852390
1996-09-01 12.53305773219360
1996-10-01 12.68621699960950
1996-11-01 12.71300973978050
1996-12-01 12.82035876582570
1997-01-01 12.94661923442950
1997-02-01 12.88806697760380
1997-03-01 13.06612908821070
1997-04-01 13.03328427907640
1997-05-01 13.03814403475850
1997-06-01 13.20940570251770
1997-07-01 13.27130731444020
1997-08-01 13.38948736140270
1997-09-01 13.22834709191040
1997-10-01 13.18627011385220
1997-11-01 13.22074500624060
1997-12-01 13.37228194717420
1998-01-01 13.20601164664420
1998-02-01 13.40138555326380
1998-03-01 13.31850223531430
1998-04-01 13.58898058719790
1998-05-01 13.83271569076410
1998-06-01 13.76253179814420
1998-07-01 13.40824276017410
1998-08-01 13.42175990607990
1998-09-01 13.70605588064060
1998-10-01 13.58346955390530
1998-11-01 13.62885827120910
1998-12-01 13.64846876874040
1999-01-01 13.97516544098970
1999-02-01 13.80189111348120
1999-03-01 13.94577771650350
1999-04-01 13.85637215563880
1999-05-01 14.06310398992820
1999-06-01 13.91673931308660
1999-07-01 14.07603992147990
1999-08-01 13.88477097897940
1999-09-01 13.65087645560360
1999-10-01 13.66042675411270
1999-11-01 13.73695228166090
1999-12-01 13.61635093616720
2000-01-01 14.17213274866170
2000-02-01 13.70334348622390
2000-03-01 13.81391106286260
2000-04-01 13.74593790976910
2000-05-01 13.83652652498350
2000-06-01 13.90420416352050
2000-07-01 14.39041252046520
2000-08-01 14.27145280827940
2000-09-01 13.70868803528360
2000-10-01 14.25849999077420
2000-11-01 14.27867563115460
2000-12-01 14.20206713421280
2001-01-01 12.80963659084130
2001-02-01 11.86684010634660
2001-03-01 11.46882668390690
2001-04-01 12.14663307932340
2001-05-01 12.05222732989570
2001-06-01 12.17528872837000
2001-07-01 12.45363963352170
2001-08-01 12.45901100740290
2001-09-01 12.27242954238790
2001-10-01 12.04285548616260
2001-11-01 12.02138556296850
2001-12-01 11.99753567437920
2002-01-01 12.28986366703480
2002-02-01 12.09057154430540
2002-03-01 12.17851039320320
2002-04-01 12.31567450283470
2002-05-01 12.46558889182320
2002-06-01 12.71273765199190
2002-07-01 12.73572130752730
2002-08-01 12.77587356756130
2002-09-01 13.16622763350490
2002-10-01 13.27023564769010
2002-11-01 13.26582710722760
2002-12-01 13.45542778231750
2003-01-01 13.32563106492210
2003-02-01 13.41979262888660
2003-03-01 13.44449890066470
2003-04-01 13.22613960291460
2003-05-01 13.03377417960290
2003-06-01 12.80897777817660
2003-07-01 13.04946708842920
2003-08-01 13.10316151307130
2003-09-01 13.66757659048790
2003-10-01 13.58690375288390
2003-11-01 13.58663485025570
2003-12-01 13.57296940966430
2004-01-01 13.55660479409360
2004-02-01 13.82311938185360
2004-03-01 13.67712298429050
2004-04-01 13.85883584150550
2004-05-01 13.67879091407710
2004-06-01 14.24363752788880
2004-07-01 14.57858052137400
2004-08-01 14.28422081103010
2004-09-01 14.08012413519520
2004-10-01 14.38688604746490
2004-11-01 14.46473377033670
2004-12-01 14.53891264911210
2005-01-01 13.75942354960520
2005-02-01 14.52652573721170
2005-03-01 14.46785012790790
2005-04-01 14.59037755799500
2005-05-01 14.61128078651110
2005-06-01 14.46142118985160
2005-07-01 14.34095002962440
2005-08-01 14.26535875724800
2005-09-01 14.49771172265130
2005-10-01 14.48492654331380
2005-11-01 14.64151227799120
2005-12-01 14.48547988790600
2006-01-01 13.60686554181290
2006-02-01 14.70491886843480
2006-03-01 14.80113817357560
2006-04-01 14.76726189866730
2006-05-01 14.90116694033360
2006-06-01 14.66078323912830
2006-07-01 14.66474844459710
2006-08-01 14.83377649806690
2006-09-01 14.80306119648860
2006-10-01 14.87727410017820
2006-11-01 14.93273138869250
2006-12-01 15.02705282712510
2007-01-01 14.44739455921190
2007-02-01 14.99753065334790
2007-03-01 15.15462928905190
2007-04-01 15.04496873171180
2007-05-01 15.11596031211220
2007-06-01 15.04760765413710
2007-07-01 15.19897367063370
2007-08-01 15.24680968340760
2007-09-01 15.31234338773210
2007-10-01 15.27348009658390
2007-11-01 15.23865744761990
2007-12-01 15.39625038956490
2008-01-01 15.37270182275800
2008-02-01 15.29969242624050
2008-03-01 15.33031380058190
2008-04-01 15.51618495588760
2008-05-01 15.44569152871500
2008-06-01 15.52121394019670
2008-07-01 15.72373417212900
2008-08-01 15.78635323759730
2008-09-01 15.81049479593430
2008-10-01 15.75145547211180
2008-11-01 15.72619260444990
2008-12-01 15.88260971262110
2009-01-01 15.97320128404750
2009-02-01 15.96109448784220
2009-03-01 15.99199251627680
2009-04-01 15.80361960386140
2009-05-01 15.77071886750020
2009-06-01 15.97649267401530
2009-07-01 16.12868936573710
2009-08-01 15.95202450084030
2009-09-01 15.80645160397920
2009-10-01 16.13215911554110
2009-11-01 16.21411122491880
2009-12-01 16.18959857263210
2010-01-01 16.37664319778810
2010-02-01 16.42862255680310
2010-03-01 16.46977590515380
2010-04-01 16.64593649534210
2010-05-01 16.67878101450180
2010-06-01 16.75299873537100
2010-07-01 16.79826224322440
2010-08-01 16.75296831016800
2010-09-01 16.59385683138170
2010-10-01 16.69055743500250
2010-11-01 16.78136315035490
2010-12-01 16.70003047555550
2011-01-01 16.68287638777890
2011-02-01 16.69774733898420
2011-03-01 16.59288920831280
2011-04-01 17.30767502657470
2011-05-01 17.38673501159690
2011-06-01 17.40823382810380
2011-07-01 17.47273803341920
2011-08-01 17.64933572285410
2011-09-01 18.00460882063150
2011-10-01 17.70440893504700
2011-11-01 18.08201375067790
2011-12-01 18.23395520576560
2012-01-01 18.35743651059340
2012-02-01 18.64437434764690
2012-03-01 18.46037900316640
2012-04-01 18.34485818693050
2012-05-01 18.49308473722150
2012-06-01 18.15712081861410
2012-07-01 18.38987086978200
2012-08-01 18.39295137837340
2012-09-01 18.62011066536520
2012-10-01 18.72244746561940
2012-11-01 18.64957441606610
2012-12-01 18.81920137148670
2013-01-01 18.78143395057160
2013-02-01 18.92769349064190
2013-03-01 19.16155112180110
2013-04-01 19.19929050818990
2013-05-01 18.91519911430840
2013-06-01 18.67321773701960
2013-07-01 19.16029980019210
2013-08-01 19.23265840220850
2013-09-01 19.56762407525220
2013-10-01 19.45950161946690
2013-11-01 19.58460627265360
2013-12-01 19.58696161525010
2014-01-01 19.84230596456360
2014-02-01 19.87152884903370
2014-03-01 19.77273782748960
2014-04-01 19.76972060585980
2014-05-01 19.63776289920480
2014-06-01 20.17618673055630
2014-07-01 20.16562463585760
2014-08-01 20.18226532753830
2014-09-01 19.81222731543440
2014-10-01 19.92252387158080
2014-11-01 19.86910204567080
2014-12-01 19.79055787336450
2015-01-01 20.17580867706940
2015-02-01 19.89339104952210
2015-03-01 19.93449695856860
2015-04-01 19.96679546650310
2015-05-01 19.94994312659660
2015-06-01 20.11792385792830
2015-07-01 20.09783439573670
2015-08-01 20.29323806805550
2015-09-01 20.05382774378710
2015-10-01 20.19801974175290
2015-11-01 20.23920559122580
2015-12-01 20.47489947445780
2016-01-01 20.20332916302190
2016-02-01 20.20122132833210
2016-03-01 20.25856045554230
2016-04-01 20.43870707309350
2016-05-01 20.55108276994810
2016-06-01 20.40887666472980
2016-07-01 20.54151728827230
2016-08-01 20.31520988881040
2016-09-01 20.34318780212860
2016-10-01 20.47653415790260
2016-11-01 20.60861242648720
2016-12-01 20.50882901099100
2017-01-01 20.22682677742560
2017-02-01 20.67697923947490
2017-03-01 20.57242915715000
2017-04-01 20.64714356810010
2017-05-01 20.75975601562770
2017-06-01 20.72809778821920
2017-07-01 20.76081485385350
2017-08-01 20.84251106629710
2017-09-01 20.79862498860170
2017-10-01 20.83008697374780
2017-11-01 20.77022125157810
2017-12-01 21.05186771512290
2018-01-01 20.98462687311790
2018-02-01 21.04693005908140
2018-03-01 21.23573664145700
2018-04-01 21.41858075950800
2018-05-01 21.37878936739090
2018-06-01 21.39429107398070
2018-07-01 21.34004374471090
2018-08-01 21.50006889434690
2018-09-01 21.54697799678440
2018-10-01 21.47315015708900
2018-11-01 21.38606102621410
2018-12-01 21.50102280606980
2019-01-01 21.51055216376290
2019-02-01 21.49098800727560
2019-03-01 21.69434300130050
2019-04-01 21.56291788288290
2019-05-01 21.02906894279650
2019-06-01 21.61698203218320
2019-07-01 21.54824603947350
2019-08-01 21.58596804448730
2019-09-01 21.90342791944600
2019-10-01 21.86032176786870
2019-11-01 21.90955888202690
2019-12-01 21.85081289961900
2020-01-01 22.01439581931500
2020-02-01 22.12133228748510
2020-03-01 21.85033847909420
2020-04-01 19.15382481154390
2020-05-01 18.70184443832700
2020-06-01 19.50156232515860
2020-07-01 19.64379736621120
2020-08-01 19.95315975454610
2020-09-01 19.98875265859730
2020-10-01 20.31679930639300
2020-11-01 20.31757113719980
2020-12-01 19.77601317976510
2021-01-01 20.10155986531260
2021-02-01 19.87667959303580
2021-03-01 20.52886709501530
2021-04-01 20.95028652018240
2021-05-01 21.16757755257340
2021-06-01 21.22757570345680
2021-07-01 21.68680947774230
2021-08-01 21.81204346769060
2021-09-01 21.37806563015470
2021-10-01 21.55031731224980
2021-11-01 21.67508898805190
2021-12-01 21.78212363191870
2022-01-01 21.76667546365770
2022-02-01 21.73120529607740
2022-03-01 21.72921595396170
2022-04-01 21.10031694424350
2022-05-01 21.11388547254200
2022-06-01 21.12510552120240
2022-07-01 21.55250925553590
2022-08-01 21.96280174208450
2022-09-01 21.35236125127000
2022-10-01 21.13369693030500
2022-11-01 21.22953441456720
2022-12-01 21.48183541646070
2023-01-01 21.54506017495200
2023-02-01 21.36040366223270
2023-03-01 21.35001214228820
2023-04-01 21.33483553953330
2023-05-01 21.03914408592670
2023-06-01 20.84679734078740
2023-07-01 20.99939404980080
2023-08-01 20.94721636195770
2023-09-01 20.77642079144320
2023-10-01 21.47039551240500
2023-11-01 21.55650502046200
2023-12-01 21.57691897271350
2024-01-01 20.68222759509620
2024-02-01 21.46731498408840
2024-03-01 21.53506548084480
2024-04-01 21.73064509572890
2024-05-01 21.82328599880870
2024-06-01 22.51339904983810
2024-07-01 21.06344815807990
2024-08-01 21.12617327327230
2024-09-01 22.10207402165430
2024-10-01 21.87946790863210
2024-11-01 21.88021468269420
2024-12-01 21.77594408659040
2025-01-01 21.58958112315530
2025-02-01 21.85127401464280
2025-03-01 21.73644114352610
2025-04-01 21.87123093189940
2025-05-01 21.93703030864730
2025-06-01 22.34907771538710
2025-07-01 21.21756728172160
2025-08-01 21.37324838564890
2025-09-01 21.73021266922990
2025-10-01 21.43696842736540
2025-11-01 21.45386807105510
2025-12-01 21.61724145055220
2026-01-01 22.50639521277530
2026-02-01 21.77093549520410
2026-03-01 21.85087402715430
2026-04-01 21.83145114781430
2026-05-01 21.86888731447440

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