Table Data - All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Canton-Massillon, OH (MSA)
Series ID CANT939EDUH
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 2025-12-01
Last Updated 2026-01-28 4:17 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 19.4272278549871
1990-02-01 19.3864478359467
1990-03-01 19.4207740864366
1990-04-01 19.6525076581998
1990-05-01 19.8387094917713
1990-06-01 20.0017326632196
1990-07-01 20.0773007359963
1990-08-01 20.1961551741655
1990-09-01 20.1932074875458
1990-10-01 20.1768228887935
1990-11-01 20.2138125921418
1990-12-01 20.3101203955545
1991-01-01 20.3382607644902
1991-02-01 20.3745040911849
1991-03-01 20.3993934004497
1991-04-01 20.5565789543709
1991-05-01 20.9408238354697
1991-06-01 20.6074780061148
1991-07-01 20.5859417350952
1991-08-01 20.7138575094599
1991-09-01 20.9930380076951
1991-10-01 20.8875793097286
1991-11-01 20.9166198970091
1991-12-01 20.9148936601021
1992-01-01 20.9453368083812
1992-02-01 21.0339531780879
1992-03-01 21.1494097420107
1992-04-01 21.2614396016336
1992-05-01 21.2435256946244
1992-06-01 21.3142946053092
1992-07-01 21.4085654616770
1992-08-01 21.4459843644874
1992-09-01 21.3997025647408
1992-10-01 21.6020475963466
1992-11-01 21.6295441057917
1992-12-01 21.6280344456314
1993-01-01 21.3389702584313
1993-02-01 21.0747764363237
1993-03-01 21.1875310305959
1993-04-01 21.0607861457178
1993-05-01 21.1433704483016
1993-06-01 21.1068020703247
1993-07-01 21.3344117083589
1993-08-01 21.4854003590898
1993-09-01 21.3193835712092
1993-10-01 21.2219900102050
1993-11-01 21.2591734167930
1993-12-01 21.3554755562095
1994-01-01 21.9242191195848
1994-02-01 21.8171372138715
1994-03-01 21.9300941750153
1994-04-01 21.5606826949330
1994-05-01 21.7287095820510
1994-06-01 21.8049373694962
1994-07-01 21.7612972252904
1994-08-01 21.8209181475796
1994-09-01 22.0330027439669
1994-10-01 22.0337256407510
1994-11-01 22.2967796985087
1994-12-01 22.3937079294827
1995-01-01 22.1819885533473
1995-02-01 22.5575703275411
1995-03-01 22.5875329630698
1995-04-01 22.6362223326130
1995-05-01 22.8052578183752
1995-06-01 22.9059369877356
1995-07-01 22.9090270447706
1995-08-01 23.0615603344199
1995-09-01 23.0441855459754
1995-10-01 23.1439376847004
1995-11-01 23.1343024486178
1995-12-01 23.2311826155710
1996-01-01 23.2361724944505
1996-02-01 23.2131241959395
1996-03-01 23.2564606864855
1996-04-01 23.4128186507375
1996-05-01 23.4816671935663
1996-06-01 23.6256924964030
1996-07-01 23.5453757122126
1996-08-01 23.5730403579384
1996-09-01 23.6437753087286
1996-10-01 23.9527390451117
1996-11-01 23.8725163331506
1996-12-01 23.8732739860823
1997-01-01 23.8833399245374
1997-02-01 23.9827746734228
1997-03-01 24.0274877432080
1997-04-01 23.9846102968262
1997-05-01 24.0689883493072
1997-06-01 24.0636913841361
1997-07-01 24.1826774276976
1997-08-01 24.1805652838670
1997-09-01 24.2348565682628
1997-10-01 24.2591754709363
1997-11-01 24.2760744048886
1997-12-01 24.3784077135154
1998-01-01 24.7616812620850
1998-02-01 24.8816893521411
1998-03-01 24.8998128565327
1998-04-01 25.3708088912506
1998-05-01 25.5571370517347
1998-06-01 25.3254435675799
1998-07-01 25.3094993845841
1998-08-01 25.3884568074104
1998-09-01 25.4076348637628
1998-10-01 25.3589484132722
1998-11-01 25.3574592309686
1998-12-01 25.3670331351046
1999-01-01 25.4681607446573
1999-02-01 25.6932936908186
1999-03-01 25.3862698860768
1999-04-01 25.1534943178525
1999-05-01 25.1625021585580
1999-06-01 25.1667682227295
1999-07-01 25.3322392573780
1999-08-01 25.3990209131378
1999-09-01 24.9785362148711
1999-10-01 25.4562338123551
1999-11-01 25.5018708572017
1999-12-01 25.4149544119093
2000-01-01 25.9103790291584
2000-02-01 25.9288838116440
2000-03-01 25.9875837160873
2000-04-01 25.8410072339616
2000-05-01 25.6713746709998
2000-06-01 26.0081771201803
2000-07-01 26.1589937886775
2000-08-01 26.3245920232428
2000-09-01 26.4586862398285
2000-10-01 26.3271041635773
2000-11-01 26.5360829620300
2000-12-01 26.7457824506256
2001-01-01 26.4579567718391
2001-02-01 26.5580404813083
2001-03-01 25.9082702372086
2001-04-01 26.9206861538440
2001-05-01 27.0873793068940
2001-06-01 27.5342930299173
2001-07-01 27.1012529128154
2001-08-01 27.0740526019401
2001-09-01 27.1442513719467
2001-10-01 27.1816983363309
2001-11-01 27.1676896621183
2001-12-01 27.0731855697405
2002-01-01 27.0054011995995
2002-02-01 27.0840541628962
2002-03-01 27.1128253379365
2002-04-01 27.3131237867421
2002-05-01 27.3154167659973
2002-06-01 27.3369021665034
2002-07-01 27.2201032559039
2002-08-01 27.2224937461859
2002-09-01 27.1387250011837
2002-10-01 27.2439302367254
2002-11-01 27.3334497732451
2002-12-01 27.4314469684167
2003-01-01 27.1098716393626
2003-02-01 27.0734387054518
2003-03-01 27.0144050257423
2003-04-01 27.2009258475401
2003-05-01 27.2498000985415
2003-06-01 27.3428374339023
2003-07-01 27.6690286373628
2003-08-01 27.7928017500764
2003-09-01 27.8339950248052
2003-10-01 28.0083632981973
2003-11-01 28.0014086554707
2003-12-01 28.1957313969548
2004-01-01 28.3831120889676
2004-02-01 28.5408856547691
2004-03-01 28.5873598245233
2004-04-01 28.6835120728655
2004-05-01 28.6787272791357
2004-06-01 29.0043237826545
2004-07-01 28.8354179654425
2004-08-01 28.8618201915640
2004-09-01 29.1368410240724
2004-10-01 29.1718868454128
2004-11-01 29.1779586933022
2004-12-01 29.4828892059931
2005-01-01 29.1175909400566
2005-02-01 29.0816698591709
2005-03-01 29.2536919936754
2005-04-01 29.0713496659586
2005-05-01 28.9981159243559
2005-06-01 29.2670792147374
2005-07-01 29.4120345267453
2005-08-01 29.4241765937256
2005-09-01 29.3351302099337
2005-10-01 29.2544829889752
2005-11-01 29.3569348596395
2005-12-01 29.4827465342178
2006-01-01 29.5606854044370
2006-02-01 29.6382904562070
2006-03-01 29.6192589127924
2006-04-01 29.5505993378711
2006-05-01 29.4919828658429
2006-06-01 29.7579637613725
2006-07-01 29.4634725137480
2006-08-01 29.4575958341635
2006-09-01 29.6486440674122
2006-10-01 29.6368276657305
2006-11-01 29.6330776605796
2006-12-01 29.5797518218495
2007-01-01 29.7232845644461
2007-02-01 29.7046090627152
2007-03-01 29.5914783411051
2007-04-01 29.8222695382947
2007-05-01 29.9722352139420
2007-06-01 29.8361823844522
2007-07-01 29.9206728519771
2007-08-01 30.1050973232837
2007-09-01 30.1742923512628
2007-10-01 30.4045670656352
2007-11-01 30.4872403659609
2007-12-01 30.4524043639576
2008-01-01 30.6138705692441
2008-02-01 30.5808271979002
2008-03-01 30.5701414149315
2008-04-01 30.6881148321111
2008-05-01 30.7453802974435
2008-06-01 30.7321121961832
2008-07-01 30.7525019733848
2008-08-01 30.8386374005195
2008-09-01 31.0190566502890
2008-10-01 30.7741275130523
2008-11-01 30.8603779334423
2008-12-01 30.9293702235590
2009-01-01 30.9093302880528
2009-02-01 30.9658354471600
2009-03-01 31.1704333757790
2009-04-01 31.0685286779315
2009-05-01 31.0118127528656
2009-06-01 30.9882333915273
2009-07-01 31.0612788611026
2009-08-01 31.0531188902802
2009-09-01 31.0470886502770
2009-10-01 31.0539431717310
2009-11-01 31.0473664642402
2009-12-01 31.1154267581249
2010-01-01 31.0180307035307
2010-02-01 31.0630786496822
2010-03-01 31.1823720008271
2010-04-01 31.0738623477541
2010-05-01 30.8701783417993
2010-06-01 31.1271487475904
2010-07-01 31.1404267102823
2010-08-01 31.1232375531466
2010-09-01 31.1710783942359
2010-10-01 31.3554071237522
2010-11-01 31.3553329663473
2010-12-01 31.3178685094919
2011-01-01 31.2241620052875
2011-02-01 31.3640065684673
2011-03-01 31.3029344280324
2011-04-01 31.3766913428612
2011-05-01 31.3250470562860
2011-06-01 31.7659658652621
2011-07-01 31.6344960171281
2011-08-01 31.4678816914537
2011-09-01 31.4902407794846
2011-10-01 31.8440975613039
2011-11-01 31.9522561075785
2011-12-01 32.1463164425370
2012-01-01 32.3376548688386
2012-02-01 32.2645747168438
2012-03-01 32.2336216854899
2012-04-01 32.3753277657344
2012-05-01 32.4837149406393
2012-06-01 32.3893098768926
2012-07-01 32.3292624133502
2012-08-01 32.3836178383516
2012-09-01 32.7135831363645
2012-10-01 32.5346345880382
2012-11-01 32.6487051867861
2012-12-01 32.7973186103159
2013-01-01 32.8393353167056
2013-02-01 32.9652504826584
2013-03-01 33.0838401872786
2013-04-01 32.9763547932446
2013-05-01 33.2591283366750
2013-06-01 33.1087970681060
2013-07-01 33.1449736657710
2013-08-01 33.2825197540971
2013-09-01 33.0230776622680
2013-10-01 32.7159969153025
2013-11-01 32.7304537952937
2013-12-01 33.1753358106509
2014-01-01 32.3525085904729
2014-02-01 32.8654191168583
2014-03-01 33.0257220174409
2014-04-01 33.1805065573901
2014-05-01 33.0891078993544
2014-06-01 32.9829629557579
2014-07-01 33.1431361289176
2014-08-01 33.1723192885111
2014-09-01 32.8287027512803
2014-10-01 33.2874098373196
2014-11-01 33.2099528297974
2014-12-01 32.9546942131577
2015-01-01 32.3601025724955
2015-02-01 32.8475345665239
2015-03-01 32.8409807557827
2015-04-01 32.7807127657551
2015-05-01 32.8687419694055
2015-06-01 32.8541110446486
2015-07-01 33.2600568486598
2015-08-01 32.7989526332797
2015-09-01 32.6337132946941
2015-10-01 32.3490343287974
2015-11-01 32.3818712865075
2015-12-01 32.5478840986448
2016-01-01 32.4664881716348
2016-02-01 32.5283578827012
2016-03-01 32.3444911639622
2016-04-01 32.4831465336909
2016-05-01 32.7631491271955
2016-06-01 32.7075756208967
2016-07-01 32.8613181980216
2016-08-01 32.4680670863476
2016-09-01 33.5284367161911
2016-10-01 33.4951668996838
2016-11-01 33.4390954653446
2016-12-01 33.2028845448161
2017-01-01 33.2472585724753
2017-02-01 33.2969072527721
2017-03-01 33.3402988439054
2017-04-01 33.4894406766034
2017-05-01 33.1401791062355
2017-06-01 33.5011822044027
2017-07-01 33.3765730466176
2017-08-01 33.3812633539235
2017-09-01 33.4001447682686
2017-10-01 33.5556781553761
2017-11-01 33.5194755166285
2017-12-01 33.7510616277686
2018-01-01 33.8342926996936
2018-02-01 33.9898524985690
2018-03-01 34.0318697709237
2018-04-01 33.7973462238906
2018-05-01 33.4805173913257
2018-06-01 33.6783088956422
2018-07-01 33.5636125958958
2018-08-01 33.7023654429222
2018-09-01 33.6816030602926
2018-10-01 33.6556563847868
2018-11-01 33.7372115334518
2018-12-01 33.3499541709457
2019-01-01 33.6202084292300
2019-02-01 33.6024996139486
2019-03-01 33.6132018218026
2019-04-01 33.7203203913516
2019-05-01 33.7832898487116
2019-06-01 33.6697737292977
2019-07-01 33.5249015409245
2019-08-01 33.5284996486332
2019-09-01 33.5781776801424
2019-10-01 33.0782466083511
2019-11-01 33.4609444067820
2019-12-01 32.6308711933833
2020-01-01 33.5248636422130
2020-02-01 33.4282867761917
2020-03-01 33.4144529177607
2020-04-01 29.2681072003503
2020-05-01 30.4353166116421
2020-06-01 31.0918591487618
2020-07-01 31.5312727234908
2020-08-01 31.9444243240873
2020-09-01 31.7759403685524
2020-10-01 31.9512910572337
2020-11-01 31.8326077150986
2020-12-01 31.2804883659542
2021-01-01 31.9313997278722
2021-02-01 31.9425201787805
2021-03-01 32.0317523880364
2021-04-01 32.1671441960869
2021-05-01 32.0033694696268
2021-06-01 31.8899871445034
2021-07-01 31.7786738849893
2021-08-01 31.7645178771843
2021-09-01 31.4630623679888
2021-10-01 31.6129517981713
2021-11-01 31.6825597194686
2021-12-01 31.8352531857517
2022-01-01 31.6514688500043
2022-02-01 31.5486346918005
2022-03-01 31.6517138149851
2022-04-01 31.2704046925128
2022-05-01 31.3999933907273
2022-06-01 31.1234534348290
2022-07-01 31.0062369278521
2022-08-01 30.7495628788180
2022-09-01 30.8499659506001
2022-10-01 30.8904127872793
2022-11-01 30.9610591622295
2022-12-01 31.0154510416600
2023-01-01 30.8644610633780
2023-02-01 30.9422684189422
2023-03-01 30.8545163517273
2023-04-01 31.0744219187519
2023-05-01 31.2292574445931
2023-06-01 31.1705966289646
2023-07-01 31.2581232530961
2023-08-01 31.2294993854270
2023-09-01 31.4257340369189
2023-10-01 31.8345626106128
2023-11-01 31.6105142801177
2023-12-01 31.3245210957443
2024-01-01 31.7782972600251
2024-02-01 32.0272962341111
2024-03-01 31.9612595981720
2024-04-01 32.2576660839581
2024-05-01 31.8594452663397
2024-06-01 32.0287370353591
2024-07-01 32.1300364073551
2024-08-01 32.2023869221964
2024-09-01 32.3997703989679
2024-10-01 32.2728984693266
2024-11-01 32.3551658194437
2024-12-01 32.5503765420773
2025-01-01 32.5839742502762
2025-02-01 32.5128242520714
2025-03-01 32.6652536714988
2025-04-01 32.6505804880959
2025-05-01 32.6962308832033
2025-06-01 33.1101869408952
2025-07-01 33.2080957083503
2025-08-01 33.0739458067530
2025-09-01 32.7717875085099
2025-10-01 32.3932217918428
2025-11-01 32.4930226197533
2025-12-01 32.4854402971842

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