Table Data - All Employees: Education and Health Services: Private Educational Services in Albany-Schenectady-Troy, NY (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Albany-Schenectady-Troy, NY (MSA)
Series ID SMU36105806561000001SA
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 2026-06-01
Last Updated 2026-07-22 10:07 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 10.2362873373573
1990-02-01 10.3263483202771
1990-03-01 10.3378522391161
1990-04-01 10.3516971291056
1990-05-01 10.1363519240094
1990-06-01 10.3047715319738
1990-07-01 10.3923573341944
1990-08-01 10.4054699326668
1990-09-01 10.5589340717509
1990-10-01 10.4487843505311
1990-11-01 10.4530212198440
1990-12-01 10.5438315167329
1991-01-01 10.8356973305781
1991-02-01 10.6052314830717
1991-03-01 10.6306434862349
1991-04-01 10.6539763009890
1991-05-01 10.7310423325314
1991-06-01 10.7294706601196
1991-07-01 10.5971157977711
1991-08-01 10.6106322302783
1991-09-01 10.6714718535086
1991-10-01 10.7325030656014
1991-11-01 10.7376328727307
1991-12-01 10.8403390633450
1992-01-01 10.9382806820386
1992-02-01 10.8845713612864
1992-03-01 10.9327622932515
1992-04-01 11.0626746631878
1992-05-01 11.1054769427084
1992-06-01 11.2684422392107
1992-07-01 11.0114287060676
1992-08-01 11.0239764738370
1992-09-01 10.8043673104121
1992-10-01 11.3062002802438
1992-11-01 11.3936397170163
1992-12-01 11.3304473402745
1993-01-01 11.1515754025384
1993-02-01 11.1583103945661
1993-03-01 11.3305601350860
1993-04-01 11.1666759646727
1993-05-01 11.0874935093244
1993-06-01 11.2969851348421
1993-07-01 11.8559046242908
1993-08-01 11.5517358126810
1993-09-01 11.5766005947099
1993-10-01 11.2965479531892
1993-11-01 11.3664472486807
1993-12-01 11.4369705930732
1994-01-01 11.6940637832995
1994-02-01 11.8162441075780
1994-03-01 11.6073198370860
1994-04-01 11.5538809289389
1994-05-01 11.8681034206336
1994-06-01 11.9708860083327
1994-07-01 12.4573462590496
1994-08-01 12.0706954234043
1994-09-01 12.0524528488160
1994-10-01 12.2492643265573
1994-11-01 12.1938667443610
1994-12-01 12.2255718981547
1995-01-01 12.3506668739038
1995-02-01 12.2724036573679
1995-03-01 12.2537945801791
1995-04-01 12.3049313538346
1995-05-01 12.5581882440568
1995-06-01 12.4336415064365
1995-07-01 12.5052972046450
1995-08-01 12.6117330499095
1995-09-01 12.5380712114384
1995-10-01 12.4282195166197
1995-11-01 12.5454291806394
1995-12-01 12.6364698731718
1996-01-01 12.5146296684609
1996-02-01 12.5438925753271
1996-03-01 12.6066103259601
1996-04-01 12.6544063013750
1996-05-01 12.4437866581224
1996-06-01 12.8862334263948
1996-07-01 12.3450665978179
1996-08-01 12.3778155690063
1996-09-01 12.6052328080504
1996-10-01 12.7143351262422
1996-11-01 12.9140494718808
1996-12-01 12.7523944207036
1997-01-01 12.6926997928788
1997-02-01 12.8105183474131
1997-03-01 12.9521231596474
1997-04-01 12.7858732932761
1997-05-01 12.7189094308102
1997-06-01 12.6874799821948
1997-07-01 12.8694315237881
1997-08-01 12.8375735450459
1997-09-01 12.7574364283525
1997-10-01 12.9919255211277
1997-11-01 13.0148249824805
1997-12-01 12.9665809355998
1998-01-01 13.1038300955690
1998-02-01 12.9733539364334
1998-03-01 12.9940857723575
1998-04-01 12.9874237324698
1998-05-01 13.1742479704836
1998-06-01 13.2581987013965
1998-07-01 13.3155267100453
1998-08-01 13.3110721043541
1998-09-01 12.9789087011727
1998-10-01 13.3622119475973
1998-11-01 13.5151045135026
1998-12-01 13.4731382790570
1999-01-01 13.7306412078351
1999-02-01 13.5878131157647
1999-03-01 13.5008226622538
1999-04-01 13.6338442978996
1999-05-01 13.7250891679457
1999-06-01 13.9752057771376
1999-07-01 13.9161602193127
1999-08-01 13.9254870233183
1999-09-01 13.6720098994250
1999-10-01 13.5324385089539
1999-11-01 13.8296231303608
1999-12-01 13.9749241947704
2000-01-01 13.8531317042552
2000-02-01 14.0004076480164
2000-03-01 14.1016235940777
2000-04-01 14.0604315038459
2000-05-01 14.2523039465659
2000-06-01 14.6406480842664
2000-07-01 14.4587007016963
2000-08-01 14.5788679376202
2000-09-01 14.4339588489694
2000-10-01 14.4652228479620
2000-11-01 14.3049067352775
2000-12-01 14.4503216925257
2001-01-01 16.0647996222671
2001-02-01 14.9646100479614
2001-03-01 16.3719283735939
2001-04-01 16.6340688250254
2001-05-01 16.5555107492154
2001-06-01 16.2098569315696
2001-07-01 15.9145194869332
2001-08-01 16.0651830116791
2001-09-01 17.0198941452453
2001-10-01 16.9023704715330
2001-11-01 16.9383447988334
2001-12-01 16.9452548636072
2002-01-01 16.5940433666125
2002-02-01 17.1297059538045
2002-03-01 17.3446296943042
2002-04-01 17.4420240649628
2002-05-01 17.1110945629167
2002-06-01 17.1608244592547
2002-07-01 17.5007037339909
2002-08-01 17.7020704997761
2002-09-01 17.9434969757823
2002-10-01 17.6957946291005
2002-11-01 17.7358261873544
2002-12-01 17.7863609684855
2003-01-01 17.4819092345600
2003-02-01 17.8089778010816
2003-03-01 17.8773530869367
2003-04-01 18.1268181956259
2003-05-01 18.3842537816034
2003-06-01 18.0813371171154
2003-07-01 17.9568220824222
2003-08-01 18.0669414267911
2003-09-01 18.3388956196625
2003-10-01 18.3906685767784
2003-11-01 18.8120427889923
2003-12-01 18.7046262605670
2004-01-01 18.8871584663658
2004-02-01 18.7798079424369
2004-03-01 18.6371118819750
2004-04-01 18.4866835699117
2004-05-01 20.7151191489471
2004-06-01 18.5889558452992
2004-07-01 18.8643926012974
2004-08-01 18.6509144715778
2004-09-01 18.7683409683620
2004-10-01 18.7275434365881
2004-11-01 18.5647968792757
2004-12-01 19.3350520912018
2005-01-01 18.6655858100076
2005-02-01 18.7406262340328
2005-03-01 18.3861684347083
2005-04-01 18.8928756573977
2005-05-01 18.7657366415825
2005-06-01 18.9177026645988
2005-07-01 19.1848722042581
2005-08-01 19.3375903983263
2005-09-01 18.9143874731983
2005-10-01 19.3608771387487
2005-11-01 19.2796429786244
2005-12-01 19.3019471711571
2006-01-01 19.7470138079477
2006-02-01 19.6196564547012
2006-03-01 19.7773336041789
2006-04-01 19.8380705736942
2006-05-01 19.9067764548541
2006-06-01 19.9892674648880
2006-07-01 19.9817040523214
2006-08-01 20.1539833122161
2006-09-01 20.6226392462845
2006-10-01 20.3861326078203
2006-11-01 20.2589801378401
2006-12-01 20.4645027102337
2007-01-01 19.8689193980484
2007-02-01 19.9404595829657
2007-03-01 19.8229843891350
2007-04-01 19.9232379057579
2007-05-01 20.0721838392572
2007-06-01 20.3044794709089
2007-07-01 20.2220435177069
2007-08-01 20.4004422707272
2007-09-01 20.7011199235739
2007-10-01 20.4814873649858
2007-11-01 20.6501025154238
2007-12-01 20.7724287794037
2008-01-01 21.0106551957104
2008-02-01 20.7937512773070
2008-03-01 20.4843457575804
2008-04-01 20.3596218555900
2008-05-01 20.9970113446987
2008-06-01 21.3042396937979
2008-07-01 20.9483989086853
2008-08-01 20.7804952521935
2008-09-01 20.5936745919014
2008-10-01 20.1823943039985
2008-11-01 20.8258478975410
2008-12-01 20.9213934272687
2009-01-01 20.9737078419758
2009-02-01 21.0839679190204
2009-03-01 21.2385410522503
2009-04-01 20.9723685297077
2009-05-01 20.9641255733816
2009-06-01 21.3419671404529
2009-07-01 20.9571647702456
2009-08-01 21.0351225455700
2009-09-01 21.1168504982902
2009-10-01 21.0523144506198
2009-11-01 21.2793218911480
2009-12-01 20.7728431330760
2010-01-01 21.4915118003956
2010-02-01 21.5590356619496
2010-03-01 21.8171410237233
2010-04-01 22.0337021049077
2010-05-01 21.9389697164471
2010-06-01 21.7214983943530
2010-07-01 21.9040443755698
2010-08-01 21.8486919229131
2010-09-01 22.1647321084207
2010-10-01 21.8617789251824
2010-11-01 22.1984695273868
2010-12-01 21.9621805401670
2011-01-01 22.0089175997000
2011-02-01 22.1632891482705
2011-03-01 22.1589730894110
2011-04-01 21.9742809825525
2011-05-01 22.2660280600479
2011-06-01 22.1150430739015
2011-07-01 22.3487487081784
2011-08-01 22.3725029477221
2011-09-01 22.5060755394613
2011-10-01 22.8291709532399
2011-11-01 22.6678170845294
2011-12-01 22.5314266208818
2012-01-01 22.6464048317118
2012-02-01 22.8963535327635
2012-03-01 22.8090126388622
2012-04-01 22.9452347708484
2012-05-01 23.1042987830459
2012-06-01 23.3611992198811
2012-07-01 22.7601779026869
2012-08-01 22.7157251790142
2012-09-01 23.5601986849958
2012-10-01 23.7918956352035
2012-11-01 23.8014825838469
2012-12-01 24.0533724914422
2013-01-01 24.2691760165271
2013-02-01 24.3051471421549
2013-03-01 24.3054834292882
2013-04-01 24.7323301679100
2013-05-01 24.6290356701758
2013-06-01 23.9086028842210
2013-07-01 24.5353717213625
2013-08-01 24.2137786303372
2013-09-01 25.5556764630964
2013-10-01 25.5306304680726
2013-11-01 25.6999513239208
2013-12-01 25.9291498363163
2014-01-01 25.7811921146284
2014-02-01 25.9282734708312
2014-03-01 26.0761786610257
2014-04-01 26.2402460285672
2014-05-01 25.8676138609083
2014-06-01 26.1843734751253
2014-07-01 26.6734229568962
2014-08-01 26.5359991686453
2014-09-01 26.0104628264184
2014-10-01 26.3985790768001
2014-11-01 26.3304414734578
2014-12-01 26.1379706959426
2015-01-01 26.5497679276105
2015-02-01 26.1038158848370
2015-03-01 26.0816564177270
2015-04-01 25.8416312058568
2015-05-01 25.9241013560173
2015-06-01 26.2241556275178
2015-07-01 26.0737411294509
2015-08-01 26.1106765221620
2015-09-01 26.0261768505202
2015-10-01 26.0348340878447
2015-11-01 26.0558372367209
2015-12-01 25.8691980128839
2016-01-01 25.9536628170371
2016-02-01 26.2647832726334
2016-03-01 26.4458567770744
2016-04-01 26.4767430519050
2016-05-01 26.4716227982933
2016-06-01 26.1528212503382
2016-07-01 26.4440246927151
2016-08-01 26.4382503512704
2016-09-01 25.4056661709462
2016-10-01 26.1207235987429
2016-11-01 26.0321836759082
2016-12-01 26.3909355608445
2017-01-01 26.2085195444879
2017-02-01 26.1941705717300
2017-03-01 26.2783717879685
2017-04-01 26.8738702540326
2017-05-01 26.7244144530162
2017-06-01 26.9773247850019
2017-07-01 26.7264787024410
2017-08-01 26.7910983599250
2017-09-01 26.7829216189426
2017-10-01 26.8419299490813
2017-11-01 26.9254832425306
2017-12-01 27.0313763447593
2018-01-01 26.4003589834491
2018-02-01 26.7674459373109
2018-03-01 26.8609454572136
2018-04-01 26.5373153921839
2018-05-01 26.7620686522882
2018-06-01 27.4718035558970
2018-07-01 26.6998957669295
2018-08-01 26.7280654491791
2018-09-01 26.9140005622381
2018-10-01 26.9022226999871
2018-11-01 26.8742001592008
2018-12-01 27.0538062588583
2019-01-01 28.4328087592874
2019-02-01 26.9268292946709
2019-03-01 27.0716167142247
2019-04-01 26.9693177406466
2019-05-01 26.5794152082697
2019-06-01 26.4269831390957
2019-07-01 26.9173003068724
2019-08-01 26.8279399050984
2019-09-01 26.4230029691980
2019-10-01 26.5759607154052
2019-11-01 26.6473298529933
2019-12-01 26.5784090463650
2020-01-01 27.4504308363079
2020-02-01 26.5188837833361
2020-03-01 26.0172088719007
2020-04-01 22.3481657148721
2020-05-01 22.0203427996353
2020-06-01 22.7449270826987
2020-07-01 24.2332548294789
2020-08-01 24.6646366531939
2020-09-01 24.7416387145850
2020-10-01 24.3524872760028
2020-11-01 24.2524443525885
2020-12-01 24.3098415704888
2021-01-01 24.1698913649441
2021-02-01 23.8884504295534
2021-03-01 24.7139500432192
2021-04-01 24.6800324254943
2021-05-01 24.8119245179161
2021-06-01 23.4301771404148
2021-07-01 24.7664226119108
2021-08-01 24.7751918845060
2021-09-01 25.0517768144125
2021-10-01 25.3469611384011
2021-11-01 25.5497113094831
2021-12-01 25.4000800088508
2022-01-01 24.6967983983954
2022-02-01 25.7063409183586
2022-03-01 25.5649087017816
2022-04-01 24.8864886429930
2022-05-01 24.7007794106297
2022-06-01 23.5281180843236
2022-07-01 24.2930828029864
2022-08-01 24.1449273730278
2022-09-01 24.0602473793604
2022-10-01 24.4926611205274
2022-11-01 24.4401030001045
2022-12-01 24.1123355472978
2023-01-01 24.3367694132812
2023-02-01 24.7064858938819
2023-03-01 24.2759345578031
2023-04-01 24.8556274174980
2023-05-01 25.0044995704218
2023-06-01 24.6680073729112
2023-07-01 24.8693691552357
2023-08-01 24.8064607525236
2023-09-01 24.8629633786561
2023-10-01 25.0284620338100
2023-11-01 25.1850537721752
2023-12-01 24.1440201603586
2024-01-01 25.2616201324495
2024-02-01 25.2241598996740
2024-03-01 25.2280792744590
2024-04-01 23.8041284443247
2024-05-01 23.3721253983683
2024-06-01 24.3009642017456
2024-07-01 23.3664716119785
2024-08-01 23.3447246045908
2024-09-01 23.4899093675128
2024-10-01 23.0216624058696
2024-11-01 22.7210888621888
2024-12-01 22.8672314598534
2025-01-01 22.8896260432186
2025-02-01 22.8130077472815
2025-03-01 22.8690107921570
2025-04-01 22.8422614650171
2025-05-01 23.3564423787904
2025-06-01 23.7326583730712
2025-07-01 23.3194943882849
2025-08-01 23.1902713147417
2025-09-01 23.1131386909566
2025-10-01 22.8201719882952
2025-11-01 22.8951904937460
2025-12-01 23.1386881484714
2026-01-01 23.1308073736318
2026-02-01 22.3397763439448
2026-03-01 22.7177666126214
2026-04-01 22.6056774897085
2026-05-01 22.5598664580827
2026-06-01 22.6796908983308

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