Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services in Ann Arbor, MI (MSA)

Title All Employees: Professional and Business Services in Ann Arbor, MI (MSA)
Series ID ANNA426PBSV
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 4:14 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 20.5670311496164
1990-02-01 20.5051779883465
1990-03-01 20.6036210496227
1990-04-01 20.6650343211932
1990-05-01 20.6608195718420
1990-06-01 20.9548521083087
1990-07-01 20.3267159180964
1990-08-01 20.7737673895211
1990-09-01 21.2919507185686
1990-10-01 20.1348571716635
1990-11-01 20.3353218186411
1990-12-01 20.7914345000354
1991-01-01 20.2704410895172
1991-02-01 19.9853250223598
1991-03-01 19.8054306571452
1991-04-01 19.5416599572372
1991-05-01 19.6534077465132
1991-06-01 19.4761112382916
1991-07-01 19.4329664982983
1991-08-01 19.4836793703801
1991-09-01 19.5106269122914
1991-10-01 19.3472355936774
1991-11-01 19.3256717974156
1991-12-01 19.0926078974872
1992-01-01 21.1643459973699
1992-02-01 21.6563895261348
1992-03-01 21.9126148600232
1992-04-01 18.6024417185972
1992-05-01 19.9373300131054
1992-06-01 20.0132761048718
1992-07-01 19.9414938711174
1992-08-01 19.7907627712540
1992-09-01 19.8382711947465
1992-10-01 19.8659972676464
1992-11-01 19.7135568419201
1992-12-01 19.6972175427903
1993-01-01 21.6604898123473
1993-02-01 21.5270593845314
1993-03-01 21.3122196717404
1993-04-01 21.3596306241541
1993-05-01 21.4248048370690
1993-06-01 21.4451741242371
1993-07-01 21.7467955574065
1993-08-01 21.6901728151186
1993-09-01 21.6597391257184
1993-10-01 21.6855690271805
1993-11-01 21.9272164766312
1993-12-01 22.0112999830846
1994-01-01 21.6350739127628
1994-02-01 21.7041126221422
1994-03-01 21.8215968862226
1994-04-01 21.3308220867209
1994-05-01 20.4090905077058
1994-06-01 20.2655981455231
1994-07-01 19.9427230670435
1994-08-01 19.8601862215582
1994-09-01 19.9697024458008
1994-10-01 20.2233344494312
1994-11-01 20.5591208812108
1994-12-01 20.5330113181700
1995-01-01 20.9134922402746
1995-02-01 21.0927314089374
1995-03-01 21.4192722866406
1995-04-01 21.9155692724127
1995-05-01 22.0995755002792
1995-06-01 22.3519218769915
1995-07-01 22.4437278954906
1995-08-01 22.6283342775635
1995-09-01 22.5589735274551
1995-10-01 22.6538322300412
1995-11-01 22.4966420518354
1995-12-01 23.0783124818065
1996-01-01 22.3869384083665
1996-02-01 22.3975029823044
1996-03-01 22.5285355207892
1996-04-01 22.5164137382304
1996-05-01 22.7915534018455
1996-06-01 22.9092483822867
1996-07-01 23.3380752054378
1996-08-01 23.4835888932190
1996-09-01 23.6345774737451
1996-10-01 23.5898522029484
1996-11-01 23.5202587888977
1996-12-01 23.5229148237469
1997-01-01 23.9966127686734
1997-02-01 24.0216580059179
1997-03-01 24.4256138178727
1997-04-01 23.8183669237430
1997-05-01 23.9907072788926
1997-06-01 24.0462445451739
1997-07-01 24.1317679585185
1997-08-01 24.3691985343737
1997-09-01 24.3922718836777
1997-10-01 24.4112509031859
1997-11-01 24.7210169508793
1997-12-01 25.1583604869260
1998-01-01 25.7244687004490
1998-02-01 25.8591514308363
1998-03-01 26.1447924342307
1998-04-01 26.7121011162269
1998-05-01 26.4876034608084
1998-06-01 26.5840940733978
1998-07-01 26.0320835225844
1998-08-01 26.7582061321285
1998-09-01 26.6493232345494
1998-10-01 27.4324140849349
1998-11-01 27.7962533176180
1998-12-01 27.7527019663151
1999-01-01 28.1833529963180
1999-02-01 28.5109892535265
1999-03-01 28.6639792688376
1999-04-01 28.9957022204826
1999-05-01 29.2777849220046
1999-06-01 29.7433633794680
1999-07-01 30.0546147197056
1999-08-01 30.1723134940103
1999-09-01 30.1168146336238
1999-10-01 30.1152096425703
1999-11-01 30.2329534238190
1999-12-01 30.2245167797781
2000-01-01 30.0443535647900
2000-02-01 29.9770465782358
2000-03-01 30.0042827201325
2000-04-01 29.8832074732192
2000-05-01 29.6693665697866
2000-06-01 29.7190229568344
2000-07-01 29.4855719225048
2000-08-01 29.2732897723986
2000-09-01 29.3994807505804
2000-10-01 29.1802387967502
2000-11-01 29.0642718347125
2000-12-01 28.9652681635440
2001-01-01 31.7114193660806
2001-02-01 31.6403168504142
2001-03-01 31.5488018072628
2001-04-01 31.5731927382885
2001-05-01 31.4628207466958
2001-06-01 31.5271716851224
2001-07-01 30.6156915115706
2001-08-01 30.6740556966299
2001-09-01 30.3909876154360
2001-10-01 29.8218496009923
2001-11-01 29.5046211693908
2001-12-01 29.3108975555361
2002-01-01 29.0616073263289
2002-02-01 28.8773462206551
2002-03-01 28.8044970837343
2002-04-01 28.5667547831290
2002-05-01 28.5566519523430
2002-06-01 28.3411142038642
2002-07-01 28.3504995923028
2002-08-01 28.3606552393855
2002-09-01 28.2932482803487
2002-10-01 28.5824213992690
2002-11-01 28.5636192773361
2002-12-01 28.4735905809783
2003-01-01 28.1833948684292
2003-02-01 27.7836265561666
2003-03-01 27.7396865983291
2003-04-01 27.2625563576879
2003-05-01 27.4526055877370
2003-06-01 27.4619902011512
2003-07-01 26.8794669288352
2003-08-01 27.1570443314158
2003-09-01 27.4259027914874
2003-10-01 27.0517765548923
2003-11-01 27.0287701648004
2003-12-01 26.9541011627290
2004-01-01 26.7785130953602
2004-02-01 26.8713624357781
2004-03-01 26.6487286889388
2004-04-01 26.8644557106146
2004-05-01 26.2579614908689
2004-06-01 26.5601466751400
2004-07-01 26.7976681016738
2004-08-01 27.1602321673549
2004-09-01 27.2858582726044
2004-10-01 26.9549634787352
2004-11-01 26.8104991583410
2004-12-01 26.8379230363183
2005-01-01 26.8493675279392
2005-02-01 27.1433901870152
2005-03-01 27.1281830317150
2005-04-01 27.3671092905836
2005-05-01 27.3616003928741
2005-06-01 27.4537133460685
2005-07-01 27.3170013098758
2005-08-01 27.3917616155198
2005-09-01 27.4629195942830
2005-10-01 27.2577691303172
2005-11-01 27.3019337325578
2005-12-01 27.1221561459430
2006-01-01 27.2981025622389
2006-02-01 27.2007522313214
2006-03-01 27.2000861737441
2006-04-01 27.0655323699101
2006-05-01 27.1589298265194
2006-06-01 27.2436565895278
2006-07-01 27.8600857047550
2006-08-01 27.9565570524848
2006-09-01 27.6442395951605
2006-10-01 27.6534032629321
2006-11-01 27.7840240053808
2006-12-01 27.8995363588006
2007-01-01 27.4230523664343
2007-02-01 27.7582837596516
2007-03-01 27.8593613441651
2007-04-01 27.6695660798901
2007-05-01 27.5525653741360
2007-06-01 27.8592407791354
2007-07-01 27.7229542397995
2007-08-01 27.3438005564870
2007-09-01 26.9255337044527
2007-10-01 26.8188965069122
2007-11-01 26.7472235197869
2007-12-01 26.8663129368966
2008-01-01 26.7521417680219
2008-02-01 26.6180153847483
2008-03-01 26.6248028803582
2008-04-01 26.4666129803651
2008-05-01 26.5459359947436
2008-06-01 26.4921898462799
2008-07-01 26.1948537076444
2008-08-01 25.9441515032697
2008-09-01 25.6803682152608
2008-10-01 25.4662154479373
2008-11-01 25.2070402418980
2008-12-01 24.9550882652600
2009-01-01 24.7825851942811
2009-02-01 24.6844117106719
2009-03-01 24.2106003497225
2009-04-01 24.3550464600192
2009-05-01 24.2164715186206
2009-06-01 23.7393010231787
2009-07-01 24.1527737501169
2009-08-01 24.2367564439560
2009-09-01 24.4985211067806
2009-10-01 24.9174742040896
2009-11-01 25.0756987219010
2009-12-01 25.1897164855813
2010-01-01 25.1379866620140
2010-02-01 25.0442648993787
2010-03-01 25.2153400106989
2010-04-01 25.1254508167107
2010-05-01 25.0710959388850
2010-06-01 25.1730027525549
2010-07-01 25.1907672967955
2010-08-01 25.4054021223377
2010-09-01 25.1908101261585
2010-10-01 25.5903497012743
2010-11-01 25.7686490150548
2010-12-01 25.7554344387961
2011-01-01 25.4083557137557
2011-02-01 25.4260976096531
2011-03-01 25.7230831971932
2011-04-01 25.1023098823204
2011-05-01 24.9080752421048
2011-06-01 24.6856975572273
2011-07-01 24.6829820677848
2011-08-01 24.6372648026056
2011-09-01 24.7683636554501
2011-10-01 24.7020282038111
2011-11-01 24.5935131744462
2011-12-01 24.5405252359732
2012-01-01 24.8971480571071
2012-02-01 24.8142276867823
2012-03-01 24.9293156644598
2012-04-01 25.4724509718993
2012-05-01 25.3545784947878
2012-06-01 25.2852806266600
2012-07-01 25.3382136099527
2012-08-01 25.2365582207240
2012-09-01 25.3416484790528
2012-10-01 25.3374973126446
2012-11-01 25.5448485301243
2012-12-01 25.4236483470113
2013-01-01 25.6783326933603
2013-02-01 25.9252975657472
2013-03-01 26.0449322831149
2013-04-01 26.0488166229529
2013-05-01 26.0031037207026
2013-06-01 26.0724801584066
2013-07-01 25.8800838317357
2013-08-01 26.0173081520165
2013-09-01 25.9150497612016
2013-10-01 26.0840425030469
2013-11-01 26.0955336643353
2013-12-01 26.2867317574050
2014-01-01 26.0620823961129
2014-02-01 26.2432990159905
2014-03-01 26.2588340831102
2014-04-01 26.4270681514421
2014-05-01 26.7933801851883
2014-06-01 27.3590240724378
2014-07-01 27.1266313717018
2014-08-01 27.0920993976069
2014-09-01 27.1967168886164
2014-10-01 26.8062488948459
2014-11-01 27.0266101917161
2014-12-01 27.1974099173878
2015-01-01 27.7591522290726
2015-02-01 27.6777202861456
2015-03-01 28.0724556605474
2015-04-01 27.7447853959231
2015-05-01 27.6188345080912
2015-06-01 27.6498408380937
2015-07-01 27.8655154137751
2015-08-01 27.9559981824756
2015-09-01 28.0826119062864
2015-10-01 27.9962735388658
2015-11-01 28.1238537468699
2015-12-01 27.9822780306115
2016-01-01 28.3920520100346
2016-02-01 28.3104666555063
2016-03-01 28.3831455955918
2016-04-01 28.6912195214023
2016-05-01 28.6903464932012
2016-06-01 28.5428106632009
2016-07-01 28.3845690494297
2016-08-01 28.6084715811313
2016-09-01 28.6579101118235
2016-10-01 28.6736870384189
2016-11-01 28.6851102156771
2016-12-01 28.8600736649447
2017-01-01 28.9556638354972
2017-02-01 28.8514436282708
2017-03-01 29.1167208829282
2017-04-01 29.2609144563220
2017-05-01 29.2585419931257
2017-06-01 29.3215797303686
2017-07-01 28.8854729121393
2017-08-01 29.1472033668186
2017-09-01 29.2418261793151
2017-10-01 29.3397146446962
2017-11-01 29.3432892915259
2017-12-01 29.5578685651204
2018-01-01 29.5436101581570
2018-02-01 29.5791146994211
2018-03-01 29.5450067258222
2018-04-01 29.2253252472765
2018-05-01 29.3238729295261
2018-06-01 29.3847938822701
2018-07-01 29.4819860524170
2018-08-01 29.5775797045373
2018-09-01 29.2487478434297
2018-10-01 29.9203072698427
2018-11-01 29.9243886955798
2018-12-01 29.8648476153451
2019-01-01 29.7326190745591
2019-02-01 29.9798236705393
2019-03-01 29.9582311509748
2019-04-01 29.8687624238208
2019-05-01 29.7695560299379
2019-06-01 29.8416769569898
2019-07-01 29.8933526475152
2019-08-01 29.7183758749878
2019-09-01 29.6832952557834
2019-10-01 29.2205363107636
2019-11-01 29.4405611629812
2019-12-01 29.5956220512159
2020-01-01 28.8863656389743
2020-02-01 28.8517109228240
2020-03-01 28.9385943624588
2020-04-01 24.3617057797593
2020-05-01 25.4037697888844
2020-06-01 26.0101826864209
2020-07-01 26.2358774970902
2020-08-01 26.4932884836356
2020-09-01 26.7105754338528
2020-10-01 27.0760361888349
2020-11-01 26.9854736130453
2020-12-01 26.9201264090644
2021-01-01 27.2907860685844
2021-02-01 27.4223860567282
2021-03-01 27.3939370749336
2021-04-01 27.4100014675008
2021-05-01 27.6051254296063
2021-06-01 27.5775390925370
2021-07-01 27.7407550542419
2021-08-01 28.0110060653726
2021-09-01 27.9365390705983
2021-10-01 28.3452552679131
2021-11-01 28.4589520240904
2021-12-01 28.5320861415531
2022-01-01 29.0531698853013
2022-02-01 29.4855880876304
2022-03-01 29.5312590636763
2022-04-01 30.7457374223336
2022-05-01 30.4785619638294
2022-06-01 30.5572038652368
2022-07-01 30.4887240429003
2022-08-01 30.4619875703683
2022-09-01 30.2420845336396
2022-10-01 30.3215410470886
2022-11-01 30.4352334736126
2022-12-01 30.3244485107666
2023-01-01 30.3077406661431
2023-02-01 30.1516142638667
2023-03-01 30.0648043846145
2023-04-01 29.9930426476994
2023-05-01 29.7399234286449
2023-06-01 29.7380330516674
2023-07-01 29.8631295903582
2023-08-01 29.6180059194899
2023-09-01 29.7411207825679
2023-10-01 29.3734064265727
2023-11-01 29.2857319169929
2023-12-01 29.3158824403794
2024-01-01 29.1717223907952
2024-02-01 28.9241394700558
2024-03-01 29.0206619773307
2024-04-01 28.9632904650047
2024-05-01 28.9012473803228
2024-06-01 28.8312359597985
2024-07-01 28.4240922499368
2024-08-01 28.3633507265337
2024-09-01 28.5105847195328
2024-10-01 28.5148520614365
2024-11-01 28.6117369823769
2024-12-01 29.2048553759519
2025-01-01 28.8553973754572
2025-02-01 28.9223538302062
2025-03-01 28.8038058273776
2025-04-01 28.7498553700181
2025-05-01 28.8645545251102
2025-06-01 28.7189524830890
2025-07-01 28.3697128916695
2025-08-01 28.6881559937870
2025-09-01 28.6866815790867
2025-10-01 28.5251726458560
2025-11-01 28.3252837735270
2025-12-01 28.1056928496932

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