Table Data - All Employees: Professional and Business Services in Madison, WI (MSA)

Title All Employees: Professional and Business Services in Madison, WI (MSA)
Series ID MADI555PBSV
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 2026-04-01
Last Updated 2026-05-26 2:55 PM 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 18.9504933218490
1990-02-01 18.9172298334845
1990-03-01 18.8622333232584
1990-04-01 19.5136792380821
1990-05-01 19.3915097830695
1990-06-01 19.5173642386904
1990-07-01 19.7462379223878
1990-08-01 19.8555464417614
1990-09-01 19.9559421609200
1990-10-01 20.0295771800475
1990-11-01 20.0809487665668
1990-12-01 20.1815655505274
1991-01-01 20.2619954348019
1991-02-01 20.3021039632379
1991-03-01 20.2484434044865
1991-04-01 20.5233207954723
1991-05-01 20.3909455882366
1991-06-01 20.4030523148700
1991-07-01 20.4510448839783
1991-08-01 20.4681687301135
1991-09-01 20.6629053576891
1991-10-01 21.0434221600024
1991-11-01 21.0840922220681
1991-12-01 21.0814596365432
1992-01-01 21.7784762007367
1992-02-01 21.6652271048951
1992-03-01 21.7181384518545
1992-04-01 22.1439055128392
1992-05-01 22.4827203789332
1992-06-01 22.6837168226159
1992-07-01 23.0619757963931
1992-08-01 23.4743292467433
1992-09-01 23.5823970791446
1992-10-01 23.8742271011222
1992-11-01 23.8935730293335
1992-12-01 24.4797870038327
1993-01-01 24.1968389816795
1993-02-01 24.4153333253607
1993-03-01 24.5736509006564
1993-04-01 24.5787302533694
1993-05-01 24.9577042532972
1993-06-01 25.2583592354938
1993-07-01 25.2700757115929
1993-08-01 25.3778154284987
1993-09-01 25.6200674276359
1993-10-01 25.5088557819151
1993-11-01 25.7104375586240
1993-12-01 25.5747557618461
1994-01-01 25.6228313320240
1994-02-01 25.6711155669890
1994-03-01 25.7336787492866
1994-04-01 25.8197725343734
1994-05-01 25.7156178823220
1994-06-01 25.8037944120610
1994-07-01 25.8841291437574
1994-08-01 25.8671706404009
1994-09-01 26.1468763410769
1994-10-01 26.4722227290908
1994-11-01 26.6341019372603
1994-12-01 26.9631247171218
1995-01-01 27.2442008229345
1995-02-01 27.4627251513029
1995-03-01 27.6108137478279
1995-04-01 27.5378100620770
1995-05-01 27.2784813899099
1995-06-01 27.5442076615522
1995-07-01 27.8730810109347
1995-08-01 28.1487133291550
1995-09-01 28.0748817190459
1995-10-01 28.1257560552446
1995-11-01 27.9550635398722
1995-12-01 28.3478628315638
1996-01-01 28.4757920900123
1996-02-01 28.6871827310500
1996-03-01 28.9198939497740
1996-04-01 28.4357826097391
1996-05-01 28.6585707127705
1996-06-01 28.5730440592735
1996-07-01 28.6437471587275
1996-08-01 28.5066715672606
1996-09-01 28.7858225778408
1996-10-01 29.1830692326796
1996-11-01 29.3765144226306
1996-12-01 29.4391179679834
1997-01-01 29.5963592626676
1997-02-01 29.8317565131429
1997-03-01 30.1489625261594
1997-04-01 30.3313410029647
1997-05-01 30.7532595388639
1997-06-01 30.9266521485819
1997-07-01 30.5915248935239
1997-08-01 30.7513543182788
1997-09-01 30.7018335468162
1997-10-01 30.2974741565295
1997-11-01 30.2898826701970
1997-12-01 30.5474597580923
1998-01-01 30.5213017737217
1998-02-01 30.3695634284364
1998-03-01 30.4965920224764
1998-04-01 30.6187020399605
1998-05-01 30.3590167081628
1998-06-01 30.3954517160725
1998-07-01 30.5491266224534
1998-08-01 30.4991750675247
1998-09-01 30.1042419985183
1998-10-01 30.8071342802208
1998-11-01 31.0973145140613
1998-12-01 31.2600654228987
1999-01-01 30.8095775742244
1999-02-01 30.5059166064279
1999-03-01 30.8269038370848
1999-04-01 31.7922045288452
1999-05-01 31.6982960211979
1999-06-01 32.2200612275591
1999-07-01 32.2991425374444
1999-08-01 32.3757821487350
1999-09-01 32.5226193432288
1999-10-01 32.4730107824711
1999-11-01 32.1828903294967
1999-12-01 32.7655728801524
2000-01-01 32.9941558601655
2000-02-01 32.9255170786897
2000-03-01 32.9438340633778
2000-04-01 32.7515580388690
2000-05-01 33.1541957037720
2000-06-01 33.1875214501510
2000-07-01 33.4711036304521
2000-08-01 33.8608342756312
2000-09-01 33.7330214574584
2000-10-01 33.9304883902247
2000-11-01 33.7766690285057
2000-12-01 33.8668090089365
2001-01-01 34.0440811608495
2001-02-01 34.6279422340486
2001-03-01 34.4516303008383
2001-04-01 34.8199690625263
2001-05-01 34.9098735151984
2001-06-01 35.6879733037598
2001-07-01 34.6535521491621
2001-08-01 34.5474698375938
2001-09-01 34.6512895487023
2001-10-01 36.0523435545830
2001-11-01 36.3836775371325
2001-12-01 36.3672008496106
2002-01-01 36.6147996146807
2002-02-01 36.4079118538449
2002-03-01 36.8756688348190
2002-04-01 36.5763034971221
2002-05-01 36.5419697373827
2002-06-01 36.7797102887532
2002-07-01 36.8713649649173
2002-08-01 36.6291816063121
2002-09-01 36.7386793303629
2002-10-01 36.7985781068803
2002-11-01 37.0055874740921
2002-12-01 36.7614863283236
2003-01-01 35.9766992323773
2003-02-01 35.8005989081354
2003-03-01 35.8128175025143
2003-04-01 35.6332257051241
2003-05-01 35.2631141216784
2003-06-01 35.0608462448019
2003-07-01 34.7809957789267
2003-08-01 35.3105531798246
2003-09-01 35.5224272398213
2003-10-01 35.3447150198879
2003-11-01 35.3191524259149
2003-12-01 34.9468447934320
2004-01-01 35.7761983377029
2004-02-01 35.8919193190448
2004-03-01 35.8627118378277
2004-04-01 36.0981846779761
2004-05-01 36.2727101335403
2004-06-01 36.5256085086631
2004-07-01 36.6944038593629
2004-08-01 36.7886034270885
2004-09-01 36.6855498068491
2004-10-01 37.0166358980809
2004-11-01 36.8114088362036
2004-12-01 36.6371438753302
2005-01-01 37.3754266476065
2005-02-01 37.7732791396062
2005-03-01 37.9260267994367
2005-04-01 38.0987558128000
2005-05-01 38.2754020953633
2005-06-01 38.3818881268789
2005-07-01 38.4060367340427
2005-08-01 38.7581532593052
2005-09-01 38.9561208126013
2005-10-01 38.8916735573116
2005-11-01 39.0874813264009
2005-12-01 39.2107633601038
2006-01-01 39.3833800904626
2006-02-01 39.4503892094497
2006-03-01 39.5725922094620
2006-04-01 40.0153625593258
2006-05-01 40.2883495011638
2006-06-01 40.6445180463079
2006-07-01 40.4310008647096
2006-08-01 40.4467966846947
2006-09-01 40.6301018783663
2006-10-01 40.8766796786234
2006-11-01 41.0186657340897
2006-12-01 40.6664248496671
2007-01-01 41.3806592001651
2007-02-01 41.5360413505914
2007-03-01 41.8085779920856
2007-04-01 41.8364956124887
2007-05-01 42.0196327060095
2007-06-01 42.6193830374509
2007-07-01 42.4569783995912
2007-08-01 42.4394843959006
2007-09-01 42.6368808863296
2007-10-01 42.6526746390994
2007-11-01 42.8332072858373
2007-12-01 42.6816188522238
2008-01-01 42.6796551879052
2008-02-01 42.9425691594762
2008-03-01 42.8151803464759
2008-04-01 42.9657763124683
2008-05-01 43.0688259248902
2008-06-01 43.2048680351006
2008-07-01 43.1767349995136
2008-08-01 43.2235779235922
2008-09-01 43.0551854354417
2008-10-01 42.5256587327985
2008-11-01 42.2543746810854
2008-12-01 42.3068447298813
2009-01-01 41.7660318635647
2009-02-01 41.1647266547489
2009-03-01 40.9219100047693
2009-04-01 40.3880704750751
2009-05-01 40.0078311737968
2009-06-01 39.7632815064900
2009-07-01 39.5870164702060
2009-08-01 39.4019116737446
2009-09-01 39.5907416232591
2009-10-01 39.9024858281906
2009-11-01 40.0047342810522
2009-12-01 40.0350685190785
2010-01-01 40.1478187504395
2010-02-01 40.6209738329324
2010-03-01 40.2148447906288
2010-04-01 40.9203080151264
2010-05-01 40.9262352796605
2010-06-01 40.7719129798044
2010-07-01 41.0801917798639
2010-08-01 41.4929886873812
2010-09-01 41.4136091394956
2010-10-01 41.7947838490718
2010-11-01 41.9764408516893
2010-12-01 42.3028564272883
2011-01-01 42.1347727577024
2011-02-01 42.3851585063948
2011-03-01 42.4213599629259
2011-04-01 42.5394838346481
2011-05-01 42.8187158606733
2011-06-01 43.0247609067407
2011-07-01 43.8631314817268
2011-08-01 43.8936260232189
2011-09-01 43.9513385389233
2011-10-01 43.9916565121486
2011-11-01 44.0503021834874
2011-12-01 44.0873642769330
2012-01-01 44.8343810198362
2012-02-01 44.7671638507039
2012-03-01 45.4397977052347
2012-04-01 45.2615527784683
2012-05-01 45.1981416291225
2012-06-01 45.1407940339270
2012-07-01 45.0136822431709
2012-08-01 44.8029199250711
2012-09-01 44.9888947368416
2012-10-01 45.0915266403922
2012-11-01 45.6190605628998
2012-12-01 45.4345230272041
2013-01-01 44.8384551494316
2013-02-01 45.4317325091729
2013-03-01 45.6734129381224
2013-04-01 45.8540867406285
2013-05-01 46.3800420528485
2013-06-01 46.7393741554589
2013-07-01 46.9506674348228
2013-08-01 47.2185761242652
2013-09-01 47.5355710236838
2013-10-01 47.3011557963232
2013-11-01 47.3722047624510
2013-12-01 47.7011517078542
2014-01-01 47.8565227507259
2014-02-01 48.0827226746445
2014-03-01 48.0178970312379
2014-04-01 47.8403084635666
2014-05-01 47.8590803182835
2014-06-01 48.3249979887821
2014-07-01 47.8811191588431
2014-08-01 48.0340377084040
2014-09-01 48.0738678458762
2014-10-01 48.5193587181737
2014-11-01 48.9439287150716
2014-12-01 48.8029973803349
2015-01-01 48.7823868775508
2015-02-01 48.6757272291801
2015-03-01 48.9646025199906
2015-04-01 49.3170765729652
2015-05-01 49.5456172791481
2015-06-01 49.5094119345030
2015-07-01 49.8250072006082
2015-08-01 49.9331017346841
2015-09-01 50.0287063996683
2015-10-01 50.4329490800047
2015-11-01 50.6308202771924
2015-12-01 50.3848710603530
2016-01-01 50.8232859343330
2016-02-01 50.9459617585759
2016-03-01 51.0187946433611
2016-04-01 51.3120925150541
2016-05-01 51.0305751962110
2016-06-01 50.9971665456319
2016-07-01 51.3736490842327
2016-08-01 51.3100103258625
2016-09-01 51.3634574787597
2016-10-01 51.2554296906680
2016-11-01 51.4512251447020
2016-12-01 51.6670999442634
2017-01-01 50.7431372143896
2017-02-01 50.8934084354399
2017-03-01 51.4649731309213
2017-04-01 51.5352735646143
2017-05-01 51.6296024390810
2017-06-01 51.7993871646583
2017-07-01 51.6197997963670
2017-08-01 51.6820410472482
2017-09-01 51.8874903151074
2017-10-01 51.6699395245179
2017-11-01 51.9968383734384
2017-12-01 52.2023331983691
2018-01-01 52.5591491273084
2018-02-01 52.8484109745610
2018-03-01 52.9061612100091
2018-04-01 52.8894464714911
2018-05-01 52.9204325117379
2018-06-01 52.9211663620259
2018-07-01 52.6731739600533
2018-08-01 52.6516179005337
2018-09-01 52.4903292012724
2018-10-01 52.5889294728918
2018-11-01 52.4691109764359
2018-12-01 52.5100468436471
2019-01-01 52.4679418164858
2019-02-01 52.6922238961283
2019-03-01 52.7118220216156
2019-04-01 52.9644825684633
2019-05-01 53.0196522524437
2019-06-01 53.2686995187159
2019-07-01 53.2348713136076
2019-08-01 53.4250132213112
2019-09-01 53.5057952816854
2019-10-01 53.3999993031746
2019-11-01 53.5430458627142
2019-12-01 53.3828445395624
2020-01-01 53.4787793203548
2020-02-01 53.3693791711746
2020-03-01 53.1869401046487
2020-04-01 50.0052213731012
2020-05-01 50.4211529276067
2020-06-01 50.3447120730093
2020-07-01 51.3115544220916
2020-08-01 51.8079567907517
2020-09-01 51.8125161787159
2020-10-01 52.2209531407446
2020-11-01 52.2068929591134
2020-12-01 52.5641669357432
2021-01-01 52.6976084338303
2021-02-01 52.6531077994527
2021-03-01 52.6271060078611
2021-04-01 52.7162758421315
2021-05-01 52.7287466834693
2021-06-01 52.3401923047463
2021-07-01 52.4959874842660
2021-08-01 52.3079046000870
2021-09-01 52.1978748290163
2021-10-01 52.2424591494598
2021-11-01 52.6683016981119
2021-12-01 52.1443668812953
2022-01-01 52.0500546928395
2022-02-01 52.3642952109542
2022-03-01 52.1531528271138
2022-04-01 51.7762096687658
2022-05-01 51.4264148712478
2022-06-01 51.8508681302633
2022-07-01 51.6863292568381
2022-08-01 51.6142382085198
2022-09-01 51.4619415299153
2022-10-01 51.4621827371984
2022-11-01 51.7047949636033
2022-12-01 52.0589992161040
2023-01-01 51.9368231177257
2023-02-01 51.7762790962925
2023-03-01 51.9916825555955
2023-04-01 52.1276786945235
2023-05-01 52.0027483532550
2023-06-01 52.2515671788638
2023-07-01 52.0807007544331
2023-08-01 52.2169929359876
2023-09-01 52.2197776742038
2023-10-01 52.1693577041622
2023-11-01 52.1188938712922
2023-12-01 51.8903576120825
2024-01-01 52.9280159262717
2024-02-01 52.6138378542718
2024-03-01 52.9679601646681
2024-04-01 52.4584330999186
2024-05-01 52.3759959461097
2024-06-01 52.3534049083697
2024-07-01 52.1735201363270
2024-08-01 52.1076229524355
2024-09-01 52.3754442510493
2024-10-01 52.2666103579164
2024-11-01 52.1100296891885
2024-12-01 52.2383280813886
2025-01-01 51.9036135117552
2025-02-01 52.0454674981431
2025-03-01 52.0781640846735
2025-04-01 52.0172632936545
2025-05-01 51.8443725394106
2025-06-01 51.6488143725186
2025-07-01 51.9634132792255
2025-08-01 51.8989489364227
2025-09-01 51.8368228149286
2025-10-01 51.8510172235307
2025-11-01 52.0025088036298
2025-12-01 51.5701209471017
2026-01-01 51.5524149077430
2026-02-01 51.2805506631245
2026-03-01 51.7009675714369
2026-04-01 52.5838911199743

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