Federal Reserve Economic Data

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 2025-12-01
Last Updated 2026-01-28 4:03 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 21.1005675230616
1990-02-01 20.8455817067234
1990-03-01 21.0299781568105
1990-04-01 20.9443747869128
1990-05-01 21.0787366975590
1990-06-01 21.1789652013070
1990-07-01 21.1784750787691
1990-08-01 21.1335269423869
1990-09-01 21.2569739240733
1990-10-01 21.2325278172181
1990-11-01 21.3106193935253
1990-12-01 21.1970047548015
1991-01-01 21.5062294684899
1991-02-01 21.6579565186737
1991-03-01 21.8354885162566
1991-04-01 21.6460122062035
1991-05-01 21.6754647018099
1991-06-01 21.9783464449182
1991-07-01 21.6755397586095
1991-08-01 22.0316796811283
1991-09-01 22.0520569019435
1991-10-01 22.1314008918911
1991-11-01 22.2954232050757
1991-12-01 22.3901470182615
1992-01-01 22.6202706166965
1992-02-01 22.8703531590680
1992-03-01 22.9466069104433
1992-04-01 23.2478861313498
1992-05-01 23.2644893206036
1992-06-01 23.2796775063063
1992-07-01 23.3807287036446
1992-08-01 23.4204877470405
1992-09-01 23.5460886460419
1992-10-01 23.7345064768570
1992-11-01 23.6805009052083
1992-12-01 23.8905589785037
1993-01-01 23.7266149823675
1993-02-01 23.7928432127155
1993-03-01 23.8495341497643
1993-04-01 24.0532666731292
1993-05-01 24.1515945721336
1993-06-01 24.2753224488224
1993-07-01 24.3691972624066
1993-08-01 24.6128676982127
1993-09-01 24.7401248263084
1993-10-01 25.2460437166289
1993-11-01 25.2831626263588
1993-12-01 25.2945068971717
1994-01-01 25.1342363024292
1994-02-01 25.0081198507221
1994-03-01 25.1428982841619
1994-04-01 25.1556796625646
1994-05-01 25.3337562039882
1994-06-01 25.4525412772000
1994-07-01 25.6624536880264
1994-08-01 25.7088270913960
1994-09-01 25.8466322428542
1994-10-01 25.6747321438952
1994-11-01 25.7085032751478
1994-12-01 25.8084659490601
1995-01-01 26.0285688804843
1995-02-01 26.2209957018494
1995-03-01 26.3229751123395
1995-04-01 26.2490635893988
1995-05-01 26.5181206163303
1995-06-01 26.5013924748392
1995-07-01 26.6483082638506
1995-08-01 26.9297489955032
1995-09-01 27.0597864920843
1995-10-01 27.1152802955577
1995-11-01 27.3452301243015
1995-12-01 27.4268623550323
1996-01-01 28.0266223680339
1996-02-01 28.2020471400306
1996-03-01 28.6965157211104
1996-04-01 28.7309349925497
1996-05-01 28.7001975754921
1996-06-01 28.8274132766830
1996-07-01 29.0491937915971
1996-08-01 29.0641636095085
1996-09-01 29.0849214876212
1996-10-01 29.6583598119729
1996-11-01 29.4848817010655
1996-12-01 29.6626065436690
1997-01-01 29.4130293967344
1997-02-01 29.4741466434698
1997-03-01 29.4842030469812
1997-04-01 29.4936469078899
1997-05-01 29.5972691112244
1997-06-01 29.6521461422184
1997-07-01 29.6377627356795
1997-08-01 29.6930856263108
1997-09-01 29.7159970411554
1997-10-01 29.7793993763518
1997-11-01 30.1318884698091
1997-12-01 29.8952182114678
1998-01-01 29.9013825336065
1998-02-01 29.9541298629673
1998-03-01 29.9913115176684
1998-04-01 30.4549966955240
1998-05-01 30.2974397561978
1998-06-01 30.4830777110134
1998-07-01 30.2260855504341
1998-08-01 30.3931872983527
1998-09-01 30.5554565744898
1998-10-01 30.5932523419906
1998-11-01 30.7591756932825
1998-12-01 31.0246114963324
1999-01-01 31.3990987450227
1999-02-01 31.3530582669341
1999-03-01 31.3198389519882
1999-04-01 31.0264432273968
1999-05-01 30.9999365388638
1999-06-01 30.9209756300456
1999-07-01 31.0117099889174
1999-08-01 30.9681341856637
1999-09-01 31.0896020051316
1999-10-01 31.1109591121405
1999-11-01 30.9753668386456
1999-12-01 30.9431529985358
2000-01-01 31.0837371972336
2000-02-01 31.2597419599825
2000-03-01 31.3479026494865
2000-04-01 31.6316319390692
2000-05-01 31.5967350301506
2000-06-01 31.8804964482932
2000-07-01 31.6911212484111
2000-08-01 31.7162709171619
2000-09-01 31.8158963273918
2000-10-01 31.9368058962199
2000-11-01 31.9827537754649
2000-12-01 31.8557820802370
2001-01-01 31.5641327678831
2001-02-01 31.8746164381293
2001-03-01 32.0783215592959
2001-04-01 32.3398328478627
2001-05-01 32.4003518538818
2001-06-01 32.5548040521390
2001-07-01 32.8785709688618
2001-08-01 32.9694673405043
2001-09-01 32.8384772698168
2001-10-01 32.9675357230639
2001-11-01 33.0730679981260
2001-12-01 33.3319248625788
2002-01-01 33.5568258206481
2002-02-01 33.8042414504524
2002-03-01 33.9023069665070
2002-04-01 34.0619464713491
2002-05-01 34.3039093435720
2002-06-01 34.5322739854678
2002-07-01 34.2715586812061
2002-08-01 34.8246137209075
2002-09-01 34.9478438226035
2002-10-01 34.9059369468920
2002-11-01 35.3474763220677
2002-12-01 35.3837422468995
2003-01-01 34.2493376772307
2003-02-01 34.3404009794260
2003-03-01 34.3187723699139
2003-04-01 34.3089451826148
2003-05-01 34.5171505588304
2003-06-01 34.5401887696719
2003-07-01 34.7695395994823
2003-08-01 34.7943085620338
2003-09-01 34.5206049118006
2003-10-01 34.8168091659608
2003-11-01 34.9197744223941
2003-12-01 35.1270123236727
2004-01-01 35.4547219179577
2004-02-01 35.4748139313787
2004-03-01 35.5241216029246
2004-04-01 35.7780256417683
2004-05-01 35.5337263679875
2004-06-01 35.6670773083336
2004-07-01 35.5505404888434
2004-08-01 35.5684208551555
2004-09-01 35.5768137833519
2004-10-01 35.6044666818306
2004-11-01 35.7011128766496
2004-12-01 35.8810762892799
2005-01-01 35.8662683640113
2005-02-01 35.9023076178777
2005-03-01 36.1255287147064
2005-04-01 36.5501276734359
2005-05-01 36.3543183200032
2005-06-01 36.8136437435779
2005-07-01 36.4242935163038
2005-08-01 36.6465054456286
2005-09-01 36.9404302361138
2005-10-01 36.8552219785444
2005-11-01 37.0813827273453
2005-12-01 36.9365547733141
2006-01-01 36.7886478686039
2006-02-01 36.7286740348624
2006-03-01 36.8322557739382
2006-04-01 36.9203545109307
2006-05-01 36.9724752432508
2006-06-01 37.4884356598646
2006-07-01 36.9921828167346
2006-08-01 36.8153602759676
2006-09-01 36.8029133239662
2006-10-01 36.8836550440857
2006-11-01 36.9839167594966
2006-12-01 36.9062710356934
2007-01-01 37.0076510900356
2007-02-01 37.1413904365204
2007-03-01 37.1330929529208
2007-04-01 36.9799464163005
2007-05-01 37.1868044238847
2007-06-01 37.1673683347534
2007-07-01 37.6617964291478
2007-08-01 37.7026975128684
2007-09-01 37.6845185081990
2007-10-01 37.5043582207134
2007-11-01 37.2840734717816
2007-12-01 37.4920349587926
2008-01-01 37.6257639022317
2008-02-01 37.8397826461568
2008-03-01 38.0356294731947
2008-04-01 38.1213750400214
2008-05-01 38.3904707530923
2008-06-01 38.4261375178148
2008-07-01 38.7502399459297
2008-08-01 39.0034673826481
2008-09-01 39.0588439680097
2008-10-01 39.5305464906394
2008-11-01 39.6855933159090
2008-12-01 39.9887989958176
2009-01-01 40.0529921464244
2009-02-01 40.1460463233761
2009-03-01 40.2348583885838
2009-04-01 40.6302491986964
2009-05-01 40.9793917701055
2009-06-01 41.2420462429444
2009-07-01 41.7693272363310
2009-08-01 42.1254563250193
2009-09-01 42.4483123085224
2009-10-01 42.9603185007846
2009-11-01 43.3773051245983
2009-12-01 43.7852919090909
2010-01-01 44.0011222345475
2010-02-01 44.0691524078842
2010-03-01 44.1449193390512
2010-04-01 43.8024990635361
2010-05-01 43.5463045179238
2010-06-01 43.5212324075530
2010-07-01 43.5246596536118
2010-08-01 43.1585329328418
2010-09-01 43.1308637262714
2010-10-01 42.7328655609201
2010-11-01 42.5807189116954
2010-12-01 42.3226485095451
2011-01-01 42.3118980594490
2011-02-01 42.2803004540068
2011-03-01 42.2237084293872
2011-04-01 42.2517538797695
2011-05-01 42.1123551872341
2011-06-01 41.9832295462317
2011-07-01 41.8788136738092
2011-08-01 41.8907131750575
2011-09-01 42.0184786656069
2011-10-01 42.0442595192688
2011-11-01 41.8889542801726
2011-12-01 41.7584060750052
2012-01-01 41.7194002106441
2012-02-01 41.7800369182930
2012-03-01 41.9079140643935
2012-04-01 42.3125202555759
2012-05-01 42.2762004612757
2012-06-01 42.4316707298843
2012-07-01 42.3260367023634
2012-08-01 42.5106559275572
2012-09-01 42.5206463682428
2012-10-01 42.7729527418972
2012-11-01 42.8036731104579
2012-12-01 42.9834098090623
2013-01-01 42.8223577280542
2013-02-01 42.9681358444900
2013-03-01 43.0844070295401
2013-04-01 43.2946239278365
2013-05-01 43.4500512761520
2013-06-01 43.3835693307334
2013-07-01 43.1505489495884
2013-08-01 43.5218142721787
2013-09-01 43.6473128238241
2013-10-01 43.7130395850759
2013-11-01 43.9337838947571
2013-12-01 43.7781621011034
2014-01-01 44.0206812702790
2014-02-01 43.9363229113086
2014-03-01 44.2611992056336
2014-04-01 44.0874903448317
2014-05-01 44.0445178986986
2014-06-01 44.1473713488707
2014-07-01 44.1569462433748
2014-08-01 44.3371773296884
2014-09-01 44.4867097602948
2014-10-01 44.2527225138596
2014-11-01 44.3583175011893
2014-12-01 44.5540613163246
2015-01-01 44.7085329663135
2015-02-01 44.8105707102044
2015-03-01 45.0347312511642
2015-04-01 44.6924616627624
2015-05-01 44.9639935821185
2015-06-01 45.0115081874740
2015-07-01 45.1388088064408
2015-08-01 45.2605613719995
2015-09-01 45.2142538746681
2015-10-01 45.4817767709722
2015-11-01 45.6787061200642
2015-12-01 45.8199633256761
2016-01-01 46.3073505303825
2016-02-01 46.2976050650824
2016-03-01 46.3389157056989
2016-04-01 46.2930002706957
2016-05-01 46.3887725213913
2016-06-01 46.3638756873812
2016-07-01 46.7212229991791
2016-08-01 46.6732643795213
2016-09-01 46.7456961106124
2016-10-01 46.7842944804153
2016-11-01 46.7750398135328
2016-12-01 46.9833935529329
2017-01-01 47.0094386074595
2017-02-01 47.3160765067412
2017-03-01 47.4805281387059
2017-04-01 47.5011078160607
2017-05-01 47.5296529947572
2017-06-01 47.7064547150200
2017-07-01 47.6786969882816
2017-08-01 47.8600869630581
2017-09-01 48.1565788639604
2017-10-01 48.2714685247864
2017-11-01 48.3671206651463
2017-12-01 48.5528885807019
2018-01-01 48.4289046435077
2018-02-01 48.4549850185582
2018-03-01 48.7495036149604
2018-04-01 48.9098860005012
2018-05-01 49.0803688525636
2018-06-01 49.4341145364005
2018-07-01 49.1320065210966
2018-08-01 49.0272820946946
2018-09-01 49.1488198451798
2018-10-01 49.3617599091795
2018-11-01 49.5468447221603
2018-12-01 49.6439164345221
2019-01-01 50.0344350463684
2019-02-01 49.9040051242323
2019-03-01 50.3333173519726
2019-04-01 50.7291999463960
2019-05-01 50.8408225764106
2019-06-01 50.8728755046946
2019-07-01 50.7664868229598
2019-08-01 51.0820452643834
2019-09-01 51.0280428830823
2019-10-01 51.3526500960710
2019-11-01 51.6490988519662
2019-12-01 51.8661323089513
2020-01-01 51.8245176261230
2020-02-01 51.9220547193028
2020-03-01 51.8024470630587
2020-04-01 46.9459905180319
2020-05-01 47.6849620568414
2020-06-01 48.5693169496837
2020-07-01 48.9238131717202
2020-08-01 49.3295388974679
2020-09-01 49.8123422802101
2020-10-01 49.7540342056988
2020-11-01 49.8752497381514
2020-12-01 50.0102691629227
2021-01-01 50.1940926063133
2021-02-01 50.3994808299648
2021-03-01 50.7164102692538
2021-04-01 50.8757530389600
2021-05-01 50.9223081084625
2021-06-01 51.1244911072703
2021-07-01 51.1796014410081
2021-08-01 51.0987180878497
2021-09-01 51.2038950063368
2021-10-01 51.1516829204028
2021-11-01 51.4200708819482
2021-12-01 51.4485387586566
2022-01-01 51.7024948726911
2022-02-01 51.6653527292058
2022-03-01 51.4944253957548
2022-04-01 51.6822680552921
2022-05-01 51.7263382926956
2022-06-01 51.5156081091814
2022-07-01 51.9795856601400
2022-08-01 52.0854974579082
2022-09-01 52.1051900496009
2022-10-01 52.3585763061838
2022-11-01 52.2678078424554
2022-12-01 52.3695386554932
2023-01-01 52.6190231371194
2023-02-01 52.7377767001559
2023-03-01 53.0562314420597
2023-04-01 52.6737644675029
2023-05-01 52.6972435558006
2023-06-01 52.9088964315404
2023-07-01 52.9954501936645
2023-08-01 53.1857256637125
2023-09-01 53.7183538171452
2023-10-01 53.3611156502189
2023-11-01 53.9117182989091
2023-12-01 54.1874099333230
2024-01-01 54.3467241029224
2024-02-01 54.6139424409291
2024-03-01 55.0165306431747
2024-04-01 55.1531466745981
2024-05-01 55.4565380141052
2024-06-01 55.5885064114626
2024-07-01 55.2311779106177
2024-08-01 55.5830273435498
2024-09-01 55.7384096264322
2024-10-01 55.8712374477780
2024-11-01 55.9345889150304
2024-12-01 56.0814727348410
2025-01-01 56.0782348475310
2025-02-01 56.3097952846080
2025-03-01 56.3841648675744
2025-04-01 56.6392537233310
2025-05-01 56.6197020829415
2025-06-01 55.9975835790263
2025-07-01 56.7540707931543
2025-08-01 57.0818390356532
2025-09-01 57.0445636686209
2025-10-01 57.1808229128780
2025-11-01 57.2464095424985
2025-12-01 57.3746404897220

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