Table Data - All Employees: Education and Health Services: Private Education and Health Services in Madison, WI (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Madison, WI (MSA)
Series ID MADI555EDUH
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 2026-06-01
Last Updated 2026-07-22 9:40 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 21.1005676147382
1990-02-01 20.8455817554825
1990-03-01 21.0299781681915
1990-04-01 20.9443748082439
1990-05-01 21.0787368238115
1990-06-01 21.1789660881232
1990-07-01 21.1784751868724
1990-08-01 21.1335268145813
1990-09-01 21.2569736717465
1990-10-01 21.2325272544384
1990-11-01 21.3106194685404
1990-12-01 21.1970042543272
1991-01-01 21.5062295224850
1991-02-01 21.6579566866422
1991-03-01 21.8354884641744
1991-04-01 21.6460122486788
1991-05-01 21.6754649437333
1991-06-01 21.9783475039410
1991-07-01 21.6755401416698
1991-08-01 22.0316798361697
1991-09-01 22.0520555270755
1991-10-01 22.1314002794677
1991-11-01 22.2954232637892
1991-12-01 22.3901463642558
1992-01-01 22.6202706183922
1992-02-01 22.8703537850556
1992-03-01 22.9466074160209
1992-04-01 23.2478850042055
1992-05-01 23.2644904522013
1992-06-01 23.2796793540216
1992-07-01 23.3807296106281
1992-08-01 23.4204879724758
1992-09-01 23.5460856370381
1992-10-01 23.7345056194915
1992-11-01 23.6805012101015
1992-12-01 23.8905567378006
1993-01-01 23.7266154131338
1993-02-01 23.7928442327948
1993-03-01 23.8495352532422
1993-04-01 24.0532642797062
1993-05-01 24.1515969291424
1993-06-01 24.2753259348616
1993-07-01 24.3692006362679
1993-08-01 24.6128704491139
1993-09-01 24.7401132771832
1993-10-01 25.2460426243472
1993-11-01 25.2831649034737
1993-12-01 25.2945015439701
1994-01-01 25.1342389278408
1994-02-01 25.0081223058196
1994-03-01 25.1428996206680
1994-04-01 25.1556744953117
1994-05-01 25.3337596302278
1994-06-01 25.4525475812118
1994-07-01 25.6624606793178
1994-08-01 25.7088327160500
1994-09-01 25.8466117406926
1994-10-01 25.6747298277178
1994-11-01 25.7085040886132
1994-12-01 25.8084600993956
1995-01-01 26.0285760268036
1995-02-01 26.2210006487967
1995-03-01 26.3229780487492
1995-04-01 26.2490493404433
1995-05-01 26.5181227801478
1995-06-01 26.5013966144396
1995-07-01 26.6483406845881
1995-08-01 26.9297500527568
1995-09-01 27.0597531005648
1995-10-01 27.1152750089801
1995-11-01 27.3452237912006
1995-12-01 27.4268470290581
1996-01-01 28.0266666001503
1996-02-01 28.2020452470692
1996-03-01 28.6965142175985
1996-04-01 28.7309077160780
1996-05-01 28.7001986607109
1996-06-01 28.8274147759074
1996-07-01 29.0492560781083
1996-08-01 29.0641580743634
1996-09-01 29.0848809704476
1996-10-01 29.6583488563980
1996-11-01 29.4848648526528
1996-12-01 29.6625830915244
1997-01-01 29.4131131291213
1997-02-01 29.4741359034174
1997-03-01 29.4841936165067
1997-04-01 29.4936040693110
1997-05-01 29.5972616457211
1997-06-01 29.6521600628976
1997-07-01 29.6378499861387
1997-08-01 29.6930725498036
1997-09-01 29.7159534503578
1997-10-01 29.7793859369523
1997-11-01 30.1318658195891
1997-12-01 29.8951872169777
1998-01-01 29.9015044251508
1998-02-01 29.9541020248799
1998-03-01 29.9912847892510
1998-04-01 30.4549395064174
1998-05-01 30.2974207986487
1998-06-01 30.4831078339237
1998-07-01 30.2262032074994
1998-08-01 30.3931538865199
1998-09-01 30.5554269430499
1998-10-01 30.5932447120469
1998-11-01 30.7591567770968
1998-12-01 31.0245878032723
1999-01-01 31.3992236037669
1999-02-01 31.3530100594255
1999-03-01 31.3197896082559
1999-04-01 31.0263680687966
1999-05-01 30.9998971098116
1999-06-01 30.9210036555589
1999-07-01 31.0119118859338
1999-08-01 30.9680705658729
1999-09-01 31.0895920132738
1999-10-01 31.1109318466403
1999-11-01 30.9753868015660
1999-12-01 30.9431851170414
2000-01-01 31.0838040877748
2000-02-01 31.2596497747983
2000-03-01 31.3478252401344
2000-04-01 31.6315476960535
2000-05-01 31.5966807346868
2000-06-01 31.8805175530000
2000-07-01 31.6914044267400
2000-08-01 31.7162058405507
2000-09-01 31.8158726895305
2000-10-01 31.9367763499865
2000-11-01 31.9828347704447
2000-12-01 31.8558906903764
2001-01-01 31.5640810774127
2001-02-01 31.8744974738952
2001-03-01 32.0782272587095
2001-04-01 32.3397242066011
2001-05-01 32.4002908358085
2001-06-01 32.5548271287227
2001-07-01 32.8789162854694
2001-08-01 32.9694235064871
2001-09-01 32.8384280582026
2001-10-01 32.9675003989677
2001-11-01 33.0732120218151
2001-12-01 33.3321124507370
2002-01-01 33.5566468693391
2002-02-01 33.8040969077096
2002-03-01 33.9022009414589
2002-04-01 34.0618169940975
2002-05-01 34.3038539510067
2002-06-01 34.5323093092621
2002-07-01 34.2719165346455
2002-08-01 34.8246022311954
2002-09-01 34.9477583047339
2002-10-01 34.9059237233323
2002-11-01 35.3476532449970
2002-12-01 35.3839630598149
2003-01-01 34.2490842160606
2003-02-01 34.3402698757183
2003-03-01 34.3186765826944
2003-04-01 34.3088001937215
2003-05-01 34.5171100416378
2003-06-01 34.5402247490693
2003-07-01 34.7698748086253
2003-08-01 34.7943207059492
2003-09-01 34.5205172543093
2003-10-01 34.8167899351901
2003-11-01 34.9199419694855
2003-12-01 35.1272266498325
2004-01-01 35.4544577272347
2004-02-01 35.4746922030683
2004-03-01 35.5240406694769
2004-04-01 35.7778879699090
2004-05-01 35.5337046673046
2004-06-01 35.6671242104551
2004-07-01 35.5507976893810
2004-08-01 35.5684626497332
2004-09-01 35.5767109800803
2004-10-01 35.6044699157046
2004-11-01 35.7012383209937
2004-12-01 35.8812305625531
2005-01-01 35.8660595937083
2005-02-01 35.9022307297568
2005-03-01 36.1254755961190
2005-04-01 36.5500026550228
2005-05-01 36.3543137656382
2005-06-01 36.8137074619201
2005-07-01 36.4244462966145
2005-08-01 36.6465540721715
2005-09-01 36.9403542463727
2005-10-01 36.8552301377237
2005-11-01 37.0814499058303
2005-12-01 36.9366376665433
2006-01-01 36.7885241775152
2006-02-01 36.7286326953445
2006-03-01 36.8322254021964
2006-04-01 36.9202644310899
2006-05-01 36.9724779091937
2006-06-01 37.4885045113717
2006-07-01 36.9922564263154
2006-08-01 36.8153888437316
2006-09-01 36.8028717540535
2006-10-01 36.8836741851814
2006-11-01 36.9839260504368
2006-12-01 36.9062799610680
2007-01-01 37.0076158341044
2007-02-01 37.1413787272870
2007-03-01 37.1330779800371
2007-04-01 36.9798921683849
2007-05-01 37.1868081135724
2007-06-01 37.1674119447937
2007-07-01 37.6618433977431
2007-08-01 37.7026993847740
2007-09-01 37.6845155939160
2007-10-01 37.5043547596077
2007-11-01 37.2840634642900
2007-12-01 37.4920309925369
2008-01-01 37.6257579115392
2008-02-01 37.8397736853113
2008-03-01 38.0356226828020
2008-04-01 38.1213536459727
2008-05-01 38.3904724568178
2008-06-01 38.4261609479238
2008-07-01 38.7502794510711
2008-08-01 39.0034654255177
2008-09-01 39.0588377618432
2008-10-01 39.5305413162919
2008-11-01 39.6855788217818
2008-12-01 39.9887898999406
2009-01-01 40.0529864519185
2009-02-01 40.1460437773917
2009-03-01 40.2348589656883
2009-04-01 40.6302485429048
2009-05-01 40.9793964588911
2009-06-01 41.2420572766595
2009-07-01 41.7693569890020
2009-08-01 42.1254580049723
2009-09-01 42.4483040898997
2009-10-01 42.9603087351489
2009-11-01 43.3772853552119
2009-12-01 43.7852786124628
2010-01-01 44.0010873973391
2010-02-01 44.0691665806322
2010-03-01 44.1449430005965
2010-04-01 43.8025372046175
2010-05-01 43.5462880710664
2010-06-01 43.5212487703220
2010-07-01 43.5246762552118
2010-08-01 43.1585433983249
2010-09-01 43.1308580240679
2010-10-01 42.7328478495865
2010-11-01 42.5806864694781
2010-12-01 42.3226120346340
2011-01-01 42.3118063564606
2011-02-01 42.2802962657345
2011-03-01 42.2238560858982
2011-04-01 42.2518164893577
2011-05-01 42.1123191411782
2011-06-01 41.9832529206295
2011-07-01 41.8788187266970
2011-08-01 41.8907375599842
2011-09-01 42.0184960638184
2011-10-01 42.0442020070831
2011-11-01 41.8889082943398
2011-12-01 41.7583315556895
2012-01-01 41.7192177985811
2012-02-01 41.7799631478197
2012-03-01 41.9082039596953
2012-04-01 42.3127388408800
2012-05-01 42.2761078048288
2012-06-01 42.4316802726092
2012-07-01 42.3260463593083
2012-08-01 42.5107026048611
2012-09-01 42.5206758596958
2012-10-01 42.7728576344266
2012-11-01 42.8036566084492
2012-12-01 42.9833763846423
2013-01-01 42.8217732151211
2013-02-01 42.9680744701240
2013-03-01 43.0848946519162
2013-04-01 43.2950028371677
2013-05-01 43.4499085797682
2013-06-01 43.3836287901732
2013-07-01 43.1505455253865
2013-08-01 43.5218618883604
2013-09-01 43.6473574516529
2013-10-01 43.7129206451512
2013-11-01 43.9338061641729
2013-12-01 43.7781742516710
2014-01-01 44.0196729215527
2014-02-01 43.9362816578321
2014-03-01 44.2617783000763
2014-04-01 44.0880501703692
2014-05-01 44.0443570371053
2014-06-01 44.1475214985075
2014-07-01 44.1569650753637
2014-08-01 44.3372476125260
2014-09-01 44.4867554768976
2014-10-01 44.2525902724144
2014-11-01 44.3582929544136
2014-12-01 44.5540159684516
2015-01-01 44.7070815643474
2015-02-01 44.8106022495807
2015-03-01 45.0354675191236
2015-04-01 44.6931921923526
2015-05-01 44.9640394996436
2015-06-01 45.0117553588091
2015-07-01 45.1388751060314
2015-08-01 45.2606051605256
2015-09-01 45.2142141608575
2015-10-01 45.4814835174384
2015-11-01 45.6784111744695
2015-12-01 45.8196693896960
2016-01-01 46.3058405134861
2016-02-01 46.2974491649081
2016-03-01 46.3400070428647
2016-04-01 46.2942533790515
2016-05-01 46.3892554932263
2016-06-01 46.3641950977892
2016-07-01 46.7213046904583
2016-08-01 46.6732271901373
2016-09-01 46.7453280434214
2016-10-01 46.7835663518280
2016-11-01 46.7744289255238
2016-12-01 46.9828405163366
2017-01-01 47.0074606784500
2017-02-01 47.3145471577057
2017-03-01 47.4852444157866
2017-04-01 47.5022672414571
2017-05-01 47.5302786790068
2017-06-01 47.7064357390848
2017-07-01 47.6790272725180
2017-08-01 47.8603797822213
2017-09-01 48.1537206004101
2017-10-01 48.2711672854260
2017-11-01 48.3667479609274
2017-12-01 48.5522537971779
2018-01-01 48.4268577270699
2018-02-01 48.4520354485419
2018-03-01 48.7579255671292
2018-04-01 48.9106170041346
2018-05-01 49.0807051758989
2018-06-01 49.4331568749874
2018-07-01 49.1320952771456
2018-08-01 49.0279236883856
2018-09-01 49.1440802768288
2018-10-01 49.3630266130148
2018-11-01 49.5476204782594
2018-12-01 49.6435188798614
2019-01-01 50.0321122982214
2019-02-01 49.8997100082070
2019-03-01 50.3432202701507
2019-04-01 50.7293603989214
2019-05-01 50.8405914156559
2019-06-01 50.8700269030239
2019-07-01 50.7659331990149
2019-08-01 51.0826021842617
2019-09-01 51.0210772547124
2019-10-01 51.3630928983567
2019-11-01 51.6506136894810
2019-12-01 51.8652607806152
2020-01-01 51.8217368377664
2020-02-01 51.9175028725614
2020-03-01 51.8058521584613
2020-04-01 46.9464456457945
2020-05-01 47.6841172367194
2020-06-01 48.5649535128255
2020-07-01 48.9219815784714
2020-08-01 49.3287894086252
2020-09-01 49.8041251875275
2020-10-01 49.7885414106024
2020-11-01 49.8741733160995
2020-12-01 50.0059618797789
2021-01-01 50.1870230342145
2021-02-01 50.3908792585250
2021-03-01 50.7080589377753
2021-04-01 50.8778253155848
2021-05-01 50.9231130709330
2021-06-01 51.1174600745909
2021-07-01 51.1835165800895
2021-08-01 51.0929289936571
2021-09-01 51.1935979080306
2021-10-01 51.2279297080089
2021-11-01 51.4120267533652
2021-12-01 51.4415451699341
2022-01-01 51.6736996187373
2022-02-01 51.6543704052119
2022-03-01 51.4685166388190
2022-04-01 51.6861509896522
2022-05-01 51.7337258391117
2022-06-01 51.5077730540524
2022-07-01 51.9879495890269
2022-08-01 52.0848841505082
2022-09-01 52.0955702953710
2022-10-01 52.4830538838054
2022-11-01 52.2539758213446
2022-12-01 52.3500849982889
2023-01-01 52.5598135204662
2023-02-01 52.7153369874341
2023-03-01 53.0074964903393
2023-04-01 52.6766158886440
2023-05-01 52.7272551048689
2023-06-01 52.9050059178808
2023-07-01 53.0131872228490
2023-08-01 53.1933384082177
2023-09-01 53.7161861461145
2023-10-01 53.5227653398142
2023-11-01 53.8912181493750
2023-12-01 54.1509139045148
2024-01-01 54.2488995559663
2024-02-01 54.5802667905374
2024-03-01 54.9447802053051
2024-04-01 55.0521459971172
2024-05-01 55.4129114429133
2024-06-01 55.5982616292163
2024-07-01 55.4545912736376
2024-08-01 55.8060675252606
2024-09-01 55.9456535071180
2024-10-01 56.0646626448494
2024-11-01 56.3090385151570
2024-12-01 56.4199240727459
2025-01-01 56.7537212441157
2025-02-01 56.8598595834139
2025-03-01 57.0963123933362
2025-04-01 57.4322284652465
2025-05-01 57.7043692284557
2025-06-01 57.4079140496528
2025-07-01 58.0882722862379
2025-08-01 58.5135584873389
2025-09-01 58.0639349574694
2025-10-01 58.4895645481345
2025-11-01 58.5163961241238
2025-12-01 58.7945020030784
2026-01-01 58.7576141753488
2026-02-01 58.8563627634274
2026-03-01 58.8681360162822
2026-04-01 58.8142057571450
2026-05-01 58.5984426968465
2026-06-01 58.6195473038752

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