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 2026-05-01
Last Updated 2026-06-24 10:10 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 19.3627192306595
1990-02-01 19.3613145983448
1990-03-01 19.3821798844304
1990-04-01 19.6271785858263
1990-05-01 19.8219073418385
1990-06-01 19.9963806057267
1990-07-01 20.0824414479456
1990-08-01 20.2100164530436
1990-09-01 20.2067123418165
1990-10-01 20.2179460229096
1990-11-01 20.2683194594481
1990-12-01 20.3692674705398
1991-01-01 20.2592997309447
1991-02-01 20.3487123882696
1991-03-01 20.3603832961434
1991-04-01 20.5308214989184
1991-05-01 20.9238116425090
1991-06-01 20.6030186972651
1991-07-01 20.5931401068541
1991-08-01 20.7293171850003
1991-09-01 21.0100555909947
1991-10-01 20.9299612062041
1991-11-01 20.9707765599501
1991-12-01 20.9719183182969
1992-01-01 20.8504664527470
1992-02-01 21.0113136835878
1992-03-01 21.1142299691795
1992-04-01 21.2376039214472
1992-05-01 21.2285946547645
1992-06-01 21.3118946427318
1992-07-01 21.4175457302047
1992-08-01 21.4616428949132
1992-09-01 21.4178118801415
1992-10-01 21.6429736566934
1992-11-01 21.6806726463016
1992-12-01 21.6811200557212
1993-01-01 21.2387624526702
1993-02-01 21.0566073258996
1993-03-01 21.1607074935621
1993-04-01 21.0411110944165
1993-05-01 21.1308472508348
1993-06-01 21.1053688638370
1993-07-01 21.3426025249603
1993-08-01 21.4984679740039
1993-09-01 21.3372484981675
1993-10-01 21.2569911490054
1993-11-01 21.3030305323007
1993-12-01 21.4027397254538
1994-01-01 21.8224440655447
1994-02-01 21.8031437525843
1994-03-01 21.9089172275107
1994-04-01 21.5456290155601
1994-05-01 21.7202850509625
1994-06-01 21.8062442358584
1994-07-01 21.7697903370237
1994-08-01 21.8310820173504
1994-09-01 22.0492109396051
1994-10-01 22.0613484536540
1994-11-01 22.3290435907809
1994-12-01 22.4276525382227
1995-01-01 22.1006801478393
1995-02-01 22.5476648260772
1995-03-01 22.5753125807832
1995-04-01 22.6267860402367
1995-05-01 22.8004133619513
1995-06-01 22.9082761239225
1995-07-01 22.9159860980957
1995-08-01 23.0686028960664
1995-09-01 23.0571469635148
1995-10-01 23.1625064137800
1995-11-01 23.1524838169738
1995-12-01 23.2494666964458
1996-01-01 23.1814457358316
1996-02-01 23.2074626837277
1996-03-01 23.2510713788144
1996-04-01 23.4085522387226
1996-05-01 23.4802145540013
1996-06-01 23.6288019832617
1996-07-01 23.5507868370750
1996-08-01 23.5777110431441
1996-09-01 23.6507084072241
1996-10-01 23.9622686474881
1996-11-01 23.8772485355376
1996-12-01 23.8755203580090
1997-01-01 23.8607710549359
1997-02-01 23.9805099238256
1997-03-01 24.0276071523308
1997-04-01 23.9838011586602
1997-05-01 24.0689386449265
1997-06-01 24.0652228208233
1997-07-01 24.1847730457727
1997-08-01 24.1824732200510
1997-09-01 24.2367700756896
1997-10-01 24.2637223291011
1997-11-01 24.2766576804649
1997-12-01 24.3782949372131
1998-01-01 24.7535957034188
1998-02-01 24.8805977677865
1998-03-01 24.8996675588041
1998-04-01 25.3708778850046
1998-05-01 25.5580335380394
1998-06-01 25.3266656771764
1998-07-01 25.3103834874897
1998-08-01 25.3887914131473
1998-09-01 25.4076408178961
1998-10-01 25.3607403603429
1998-11-01 25.3566925016458
1998-12-01 25.3663389621648
1999-01-01 25.4670431468587
1999-02-01 25.6923915481393
1999-03-01 25.3867674130613
1999-04-01 25.1534983693603
1999-05-01 25.1628457366771
1999-06-01 25.1671780993765
1999-07-01 25.3323801739207
1999-08-01 25.3989373848601
1999-09-01 24.9783083982909
1999-10-01 25.4570058911381
1999-11-01 25.5014914155231
1999-12-01 25.4149954861469
2000-01-01 25.9098084080832
2000-02-01 25.9283396430127
2000-03-01 25.9886914226278
2000-04-01 25.8407980646222
2000-05-01 25.6712750128821
2000-06-01 26.0082750239022
2000-07-01 26.1589625553546
2000-08-01 26.3245371833676
2000-09-01 26.4586029227754
2000-10-01 26.3270100321391
2000-11-01 26.5359644814790
2000-12-01 26.7461052955291
2001-01-01 26.4575907520333
2001-02-01 26.5577013558069
2001-03-01 25.9095692039020
2001-04-01 26.9204712109412
2001-05-01 27.0871174882515
2001-06-01 27.5342927602254
2001-07-01 27.1011369390917
2001-08-01 27.0739408034454
2001-09-01 27.1441267312597
2001-10-01 27.1815684139983
2001-11-01 27.1675406552134
2001-12-01 27.0735118863768
2002-01-01 27.0050732181238
2002-02-01 27.0837642827299
2002-03-01 27.1142940808299
2002-04-01 27.3129132653917
2002-05-01 27.3151145931421
2002-06-01 27.3368815569296
2002-07-01 27.2199648504573
2002-08-01 27.2223568583098
2002-09-01 27.1385992982336
2002-10-01 27.2438208166830
2002-11-01 27.3333317541420
2002-12-01 27.4316761306322
2003-01-01 27.1096726251853
2003-02-01 27.0732930832215
2003-03-01 27.0155018370944
2003-04-01 27.2007725839298
2003-05-01 27.2495806926164
2003-06-01 27.3427694610113
2003-07-01 27.6689078321832
2003-08-01 27.7926878711491
2003-09-01 27.8339102639952
2003-10-01 28.0083041026129
2003-11-01 28.0013460258916
2003-12-01 28.1958730634708
2004-01-01 28.3830319277939
2004-02-01 28.5407906058502
2004-03-01 28.5880516049157
2004-04-01 28.6833891599263
2004-05-01 28.6786322050166
2004-06-01 29.0042011425330
2004-07-01 28.8353333050397
2004-08-01 28.8617559991440
2004-09-01 29.1368203598363
2004-10-01 29.1719027511446
2004-11-01 29.1779737156389
2004-12-01 29.4829345283243
2005-01-01 29.1175959652219
2005-02-01 29.0816650412547
2005-03-01 29.2538207471715
2005-04-01 29.0712956765334
2005-05-01 28.9981391003155
2005-06-01 29.2669126287406
2005-07-01 29.4119673230555
2005-08-01 29.4241179596026
2005-09-01 29.3354447739430
2005-10-01 29.2544805115850
2005-11-01 29.3569349078364
2005-12-01 29.4827659149947
2006-01-01 29.5606875674709
2006-02-01 29.6382923051739
2006-03-01 29.6190161624778
2006-04-01 29.5505639829174
2006-05-01 29.4920848850735
2006-06-01 29.7578005552947
2006-07-01 29.4634066172099
2006-08-01 29.4575277271695
2006-09-01 29.6492907719267
2006-10-01 29.6368018854214
2006-11-01 29.6330534072893
2006-12-01 29.5797344225538
2007-01-01 29.7232773278148
2007-02-01 29.7046073436522
2007-03-01 29.5909007174267
2007-04-01 29.8222223367950
2007-05-01 29.9726223066198
2007-06-01 29.8359727165628
2007-07-01 29.9205536373785
2007-08-01 30.1049695204524
2007-09-01 30.1752416290257
2007-10-01 30.4044732003781
2007-11-01 30.4871562581358
2007-12-01 30.4523474200014
2008-01-01 30.6138506421418
2008-02-01 30.5808434900353
2008-03-01 30.5693981598679
2008-04-01 30.6881409341436
2008-05-01 30.7461609715591
2008-06-01 30.7316950307974
2008-07-01 30.7523749222041
2008-08-01 30.8382220401224
2008-09-01 31.0201070870141
2008-10-01 30.7739563700604
2008-11-01 30.8602390978368
2008-12-01 30.9292929915687
2009-01-01 30.9093652570624
2009-02-01 30.9659322079808
2009-03-01 31.1698968531545
2009-04-01 31.0687662357782
2009-05-01 31.0130262872549
2009-06-01 30.9876219919638
2009-07-01 31.0610252459732
2009-08-01 31.0521940739519
2009-09-01 31.0476044429303
2009-10-01 31.0535440796927
2009-11-01 31.0471593223136
2009-12-01 31.1154556081954
2010-01-01 31.0183342422746
2010-02-01 31.0635400880958
2010-03-01 31.1823943858696
2010-04-01 31.0746496835277
2010-05-01 30.8718354018742
2010-06-01 31.1266056881955
2010-07-01 31.1401585358904
2010-08-01 31.1199757574489
2010-09-01 31.1706418369984
2010-10-01 31.3542642288695
2010-11-01 31.3551195270631
2010-12-01 31.3196828919888
2011-01-01 31.2264694842753
2011-02-01 31.3648283142438
2011-03-01 31.3034299857295
2011-04-01 31.3774029037094
2011-05-01 31.3261422675307
2011-06-01 31.7648036510058
2011-07-01 31.6339731476082
2011-08-01 31.4632497947204
2011-09-01 31.4823493124718
2011-10-01 31.8448231805231
2011-11-01 31.9549982350106
2011-12-01 32.1527093595265
2012-01-01 32.3448385433632
2012-02-01 32.2667315472785
2012-03-01 32.2338982381032
2012-04-01 32.3738787563853
2012-05-01 32.4811914949826
2012-06-01 32.3847145325980
2012-07-01 32.3245126092218
2012-08-01 32.3770969251509
2012-09-01 32.6995089781254
2012-10-01 32.5379520514123
2012-11-01 32.6586651357777
2012-12-01 32.8132408422265
2013-01-01 32.8564998565896
2013-02-01 32.9728404582585
2013-03-01 33.0785068516309
2013-04-01 32.9722166642396
2013-05-01 33.2482146135767
2013-06-01 33.0906019990480
2013-07-01 33.1179975270263
2013-08-01 33.2872368898051
2013-09-01 33.0033665707678
2013-10-01 32.7298035961494
2013-11-01 32.7567174216413
2013-12-01 33.2039451486800
2014-01-01 32.3786316710812
2014-02-01 32.8782996930599
2014-03-01 33.0144435929905
2014-04-01 33.1736935285119
2014-05-01 33.0502923550191
2014-06-01 32.9525888676303
2014-07-01 33.0954174809094
2014-08-01 33.1896725175680
2014-09-01 32.8136759000216
2014-10-01 33.3129463522760
2014-11-01 33.2533649845766
2014-12-01 32.9952189340774
2015-01-01 32.3939105998463
2015-02-01 32.8651823808255
2015-03-01 32.8246870193123
2015-04-01 32.7737975267201
2015-05-01 32.7836524061784
2015-06-01 32.8163686203718
2015-07-01 33.1986441637430
2015-08-01 32.8350366859384
2015-09-01 32.6270987569035
2015-10-01 32.3910614446468
2015-11-01 32.4422694509214
2015-12-01 32.5785271314300
2016-01-01 32.5040103612445
2016-02-01 32.5467312942496
2016-03-01 32.3270576827598
2016-04-01 32.4743234503672
2016-05-01 32.6351699919777
2016-06-01 32.6726174237064
2016-07-01 32.8061482040563
2016-08-01 32.5133417625901
2016-09-01 33.5401134007226
2016-10-01 33.5504649892336
2016-11-01 33.5099090000138
2016-12-01 33.2134685170120
2017-01-01 33.2857830131542
2017-02-01 33.3146829329487
2017-03-01 33.3182820612064
2017-04-01 33.4687223539432
2017-05-01 32.9915149512881
2017-06-01 33.4668899534537
2017-07-01 33.3426868663551
2017-08-01 33.4409524493711
2017-09-01 33.4294795778724
2017-10-01 33.6201839577215
2017-11-01 33.5912698457892
2017-12-01 33.7252814958590
2018-01-01 33.8654633260612
2018-02-01 34.0003330163234
2018-03-01 34.0086565099989
2018-04-01 33.7635376123175
2018-05-01 33.3376545244989
2018-06-01 33.6552918705973
2018-07-01 33.5698070210369
2018-08-01 33.7630267912945
2018-09-01 33.7177087214340
2018-10-01 33.7185854296700
2018-11-01 33.7970971968072
2018-12-01 33.2944054930870
2019-01-01 33.6403123053674
2019-02-01 33.6034710589399
2019-03-01 33.5963625285365
2019-04-01 33.6744042982987
2019-05-01 33.6677673185806
2019-06-01 33.6571438924763
2019-07-01 33.5685131986949
2019-08-01 33.5922246026658
2019-09-01 33.6060270660268
2019-10-01 33.1310888110481
2019-11-01 33.5032494264578
2019-12-01 32.5493815699790
2020-01-01 33.5345094113250
2020-02-01 33.4218860478932
2020-03-01 33.4074107961805
2020-04-01 29.2271285726256
2020-05-01 30.3750111202948
2020-06-01 31.0902333902315
2020-07-01 31.5894416564961
2020-08-01 32.0005589174037
2020-09-01 31.7871388177719
2020-10-01 31.9783423170596
2020-11-01 31.8540697498652
2020-12-01 31.1953542257558
2021-01-01 31.9366635598422
2021-02-01 31.9408731027828
2021-03-01 32.0429307607321
2021-04-01 32.1191512931543
2021-05-01 31.9706735769485
2021-06-01 31.8996134736496
2021-07-01 31.8362796814916
2021-08-01 31.8270227146159
2021-09-01 31.4733062827610
2021-10-01 31.5981496769061
2021-11-01 31.6753671358642
2021-12-01 31.7416866903272
2022-01-01 31.6584151722655
2022-02-01 31.5646595828920
2022-03-01 31.6929510496084
2022-04-01 31.2328442527825
2022-05-01 31.3692537394105
2022-06-01 31.1583404248952
2022-07-01 31.0430790986124
2022-08-01 30.8145432249583
2022-09-01 30.8642331367071
2022-10-01 30.8407057803189
2022-11-01 30.9179244676882
2022-12-01 30.9172020130242
2023-01-01 30.8711493147279
2023-02-01 30.9845752630506
2023-03-01 30.9273515226659
2023-04-01 31.0583426836492
2023-05-01 31.1720646325257
2023-06-01 31.2364274740771
2023-07-01 31.2761295512047
2023-08-01 31.3008814065049
2023-09-01 31.4583759210061
2023-10-01 31.7490284656262
2023-11-01 31.5213844949050
2023-12-01 31.2072715234548
2024-01-01 31.7907280736340
2024-02-01 32.1017445588985
2024-03-01 32.0597823608317
2024-04-01 32.3695949154898
2024-05-01 31.9821053040874
2024-06-01 32.3269671773745
2024-07-01 32.5333886697352
2024-08-01 32.6789904022548
2024-09-01 32.8504472280847
2024-10-01 33.0549994407965
2024-11-01 33.4086618447109
2024-12-01 33.2035644403099
2025-01-01 32.7004753223830
2025-02-01 32.9131914713387
2025-03-01 32.7774308633780
2025-04-01 33.0808984273805
2025-05-01 33.1017051822889
2025-06-01 33.3282140999433
2025-07-01 33.4037924946188
2025-08-01 33.3484337839221
2025-09-01 33.0427303449500
2025-10-01 32.7599972980976
2025-11-01 32.8215155287366
2025-12-01 32.8242128133545
2026-01-01 33.0087884150929
2026-02-01 32.9341719205319
2026-03-01 33.0874502581636
2026-04-01 32.8875199894137
2026-05-01 33.0203436198473

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