Table Data - All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA)

Title All Employees: Professional and Business Services in Youngstown-Warren, OH (MSA)
Series ID YOUN639PBSV
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 2026-08-01
Last Updated 2026-09-18 12:20 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 12.1847930438
1990-02-01 12.2227463299
1990-03-01 12.3868950812
1990-04-01 12.4884472058
1990-05-01 13.0555216296
1990-06-01 12.8876321624
1990-07-01 12.9567059265
1990-08-01 12.9253856131
1990-09-01 12.9913769007
1990-10-01 12.9360538214
1990-11-01 13.0673931635
1990-12-01 13.0287129879
1991-01-01 12.2801770812
1991-02-01 12.4235688834
1991-03-01 12.2682140025
1991-04-01 12.4032195603
1991-05-01 12.2720739044
1991-06-01 12.4038591319
1991-07-01 12.2854000018
1991-08-01 12.4520253211
1991-09-01 12.5957725682
1991-10-01 12.1525441132
1991-11-01 12.0461440403
1991-12-01 11.9069973293
1992-01-01 12.2699065417
1992-02-01 12.1935142429
1992-03-01 12.3430520369
1992-04-01 12.3344445746
1992-05-01 12.3898956414
1992-06-01 12.2188508537
1992-07-01 12.6953423235
1992-08-01 12.3714729654
1992-09-01 12.1879105808
1992-10-01 12.4539267155
1992-11-01 12.3122734763
1992-12-01 12.3006748541
1993-01-01 12.0582313469
1993-02-01 12.0754182413
1993-03-01 11.9949331370
1993-04-01 12.2894770433
1993-05-01 12.3134242527
1993-06-01 12.2228355094
1993-07-01 13.1017984815
1993-08-01 12.9709717989
1993-09-01 13.1371446362
1993-10-01 13.4494158206
1993-11-01 13.4597849857
1993-12-01 13.6131488608
1994-01-01 13.8735715871
1994-02-01 14.0401375243
1994-03-01 13.8131245121
1994-04-01 13.5364044039
1994-05-01 13.5082522721
1994-06-01 13.2852477968
1994-07-01 13.6985321636
1994-08-01 13.9737652473
1994-09-01 14.0731157432
1994-10-01 14.2583690208
1994-11-01 14.4938968392
1994-12-01 14.6106955615
1995-01-01 15.2786971402
1995-02-01 15.2015733703
1995-03-01 15.3413732413
1995-04-01 15.2943639934
1995-05-01 15.3865091369
1995-06-01 15.5983996871
1995-07-01 15.6569128706
1995-08-01 15.6361580854
1995-09-01 15.6786454942
1995-10-01 15.3850666121
1995-11-01 15.5439601556
1995-12-01 15.7044774441
1996-01-01 15.1126162277
1996-02-01 15.2258103205
1996-03-01 15.2683748359
1996-04-01 15.2082984922
1996-05-01 15.2543901461
1996-06-01 15.4720163718
1996-07-01 15.4717595014
1996-08-01 15.5423917333
1996-09-01 15.6424444883
1996-10-01 15.6332641843
1996-11-01 15.7288022716
1996-12-01 15.6565777213
1997-01-01 16.0731073447
1997-02-01 16.5204858398
1997-03-01 16.7439708180
1997-04-01 18.0835701684
1997-05-01 18.6788792030
1997-06-01 18.4813183398
1997-07-01 18.6330455391
1997-08-01 18.5586274012
1997-09-01 18.8590917194
1997-10-01 19.6311463018
1997-11-01 18.4183774257
1997-12-01 19.1362565552
1998-01-01 17.9476234641
1998-02-01 17.8000026196
1998-03-01 17.8112605855
1998-04-01 18.2063953929
1998-05-01 18.5307929544
1998-06-01 18.7874752961
1998-07-01 19.0665389698
1998-08-01 19.3742525993
1998-09-01 19.5171538219
1998-10-01 19.0598430485
1998-11-01 19.1457395512
1998-12-01 19.5684516213
1999-01-01 19.2101278295
1999-02-01 19.2559759660
1999-03-01 19.2514988704
1999-04-01 19.6409217378
1999-05-01 19.5252932322
1999-06-01 19.4015616368
1999-07-01 19.4097191708
1999-08-01 19.4827340298
1999-09-01 19.9122729450
1999-10-01 18.4856674184
1999-11-01 18.6961293519
1999-12-01 19.0267083439
2000-01-01 17.7251428977
2000-02-01 17.7253083409
2000-03-01 17.8710251849
2000-04-01 17.9264495936
2000-05-01 17.9795321025
2000-06-01 18.0669889304
2000-07-01 18.1704043430
2000-08-01 18.5410729029
2000-09-01 18.3443363040
2000-10-01 18.6958731448
2000-11-01 18.7200176454
2000-12-01 18.6085310911
2001-01-01 16.9884502048
2001-02-01 17.0100435360
2001-03-01 17.0753825448
2001-04-01 17.4668252809
2001-05-01 17.3547966837
2001-06-01 17.4030302588
2001-07-01 17.8895107346
2001-08-01 17.2770903043
2001-09-01 17.0349578750
2001-10-01 17.1988834303
2001-11-01 17.2404333197
2001-12-01 17.5376094333
2002-01-01 17.6397367732
2002-02-01 17.6517160709
2002-03-01 17.8061418914
2002-04-01 17.5147930889
2002-05-01 17.3979026153
2002-06-01 17.1094586238
2002-07-01 17.3917410645
2002-08-01 17.4123204761
2002-09-01 17.3822940392
2002-10-01 17.3932121859
2002-11-01 17.3433873876
2002-12-01 17.2618912764
2003-01-01 15.9437219103
2003-02-01 16.0506033703
2003-03-01 15.7054154169
2003-04-01 15.5867503502
2003-05-01 15.6385647458
2003-06-01 15.5326122961
2003-07-01 15.5015519854
2003-08-01 15.5580370381
2003-09-01 15.5084192157
2003-10-01 15.7101933599
2003-11-01 15.7532675706
2003-12-01 15.4634585434
2004-01-01 15.7302749625
2004-02-01 15.8260823837
2004-03-01 15.8831563694
2004-04-01 15.7175354375
2004-05-01 15.8301903246
2004-06-01 15.8084489378
2004-07-01 16.3811094166
2004-08-01 16.4630912825
2004-09-01 16.6063640733
2004-10-01 16.9138609905
2004-11-01 16.6540361586
2004-12-01 16.7665755076
2005-01-01 16.6520360938
2005-02-01 17.0455245381
2005-03-01 17.5087835717
2005-04-01 17.7438213314
2005-05-01 17.8121063041
2005-06-01 17.9545458319
2005-07-01 17.9514988861
2005-08-01 17.9276307081
2005-09-01 18.0937903397
2005-10-01 18.2176247315
2005-11-01 18.3405229421
2005-12-01 18.4605008676
2006-01-01 18.5132451418
2006-02-01 18.4883849001
2006-03-01 18.4714367757
2006-04-01 18.2317801300
2006-05-01 18.2865057303
2006-06-01 18.2625960444
2006-07-01 18.0455391566
2006-08-01 18.0063605017
2006-09-01 18.0958834158
2006-10-01 18.0292378491
2006-11-01 18.1287715238
2006-12-01 18.3394069780
2007-01-01 18.2013430670
2007-02-01 18.2730090938
2007-03-01 18.2295050356
2007-04-01 18.5121308357
2007-05-01 18.5824201388
2007-06-01 18.7940261898
2007-07-01 18.7310476042
2007-08-01 18.3658567373
2007-09-01 18.1955989997
2007-10-01 18.0370440651
2007-11-01 17.8071239431
2007-12-01 17.7125878256
2008-01-01 17.7912621142
2008-02-01 17.8609378636
2008-03-01 17.6862623352
2008-04-01 17.7818446893
2008-05-01 17.7771075702
2008-06-01 17.7613811338
2008-07-01 17.8404163416
2008-08-01 17.9450598762
2008-09-01 18.1038442091
2008-10-01 17.7330544930
2008-11-01 17.7835505199
2008-12-01 17.5167529856
2009-01-01 17.2645542830
2009-02-01 17.1322495556
2009-03-01 16.9275153694
2009-04-01 16.7636438863
2009-05-01 16.7795024939
2009-06-01 16.8108981884
2009-07-01 16.9456107648
2009-08-01 17.1403577859
2009-09-01 17.3060365329
2009-10-01 17.6176048715
2009-11-01 17.7668105683
2009-12-01 17.9391632123
2010-01-01 18.0827724248
2010-02-01 18.1623842642
2010-03-01 18.2998133042
2010-04-01 18.4464136062
2010-05-01 18.2526189578
2010-06-01 18.3057953269
2010-07-01 18.6306943515
2010-08-01 18.4937473882
2010-09-01 18.4986117244
2010-10-01 18.4722145176
2010-11-01 18.6471693160
2010-12-01 18.8627546691
2011-01-01 18.9076483011
2011-02-01 18.9959026813
2011-03-01 19.2634204134
2011-04-01 19.4482860833
2011-05-01 19.6373028808
2011-06-01 19.5822593115
2011-07-01 19.5247863907
2011-08-01 19.4370446018
2011-09-01 19.6018271475
2011-10-01 19.5253045904
2011-11-01 19.7222603669
2011-12-01 19.7696934230
2012-01-01 20.1659288698
2012-02-01 20.2502757569
2012-03-01 20.1965682277
2012-04-01 20.4701912491
2012-05-01 20.7239182338
2012-06-01 20.8661180704
2012-07-01 20.7229319203
2012-08-01 20.5796656159
2012-09-01 20.8073176251
2012-10-01 20.8709932386
2012-11-01 20.6909189255
2012-12-01 20.6565144464
2013-01-01 20.9055539749
2013-02-01 21.0897614750
2013-03-01 21.1187371795
2013-04-01 21.0011721723
2013-05-01 21.0429033068
2013-06-01 20.8881119649
2013-07-01 20.9122525120
2013-08-01 21.3366330218
2013-09-01 21.7226874944
2013-10-01 21.2370979220
2013-11-01 20.9596830761
2013-12-01 20.9317000002
2014-01-01 20.0038371831
2014-02-01 19.8595009980
2014-03-01 20.0368994539
2014-04-01 20.3341219296
2014-05-01 20.3660479794
2014-06-01 20.8440105206
2014-07-01 21.4080077540
2014-08-01 21.0449360417
2014-09-01 20.4336179090
2014-10-01 20.4321941537
2014-11-01 20.4424607001
2014-12-01 20.1912106156
2015-01-01 20.0255212535
2015-02-01 19.8562412091
2015-03-01 19.7829088293
2015-04-01 19.3475251155
2015-05-01 19.1981069747
2015-06-01 18.9048760537
2015-07-01 18.8195126109
2015-08-01 18.6256030190
2015-09-01 18.9443788340
2015-10-01 19.4581473577
2015-11-01 19.2481711008
2015-12-01 19.4674416666
2016-01-01 19.5401512772
2016-02-01 19.4363023388
2016-03-01 19.5145689279
2016-04-01 19.4547151943
2016-05-01 19.2032792036
2016-06-01 19.0241954257
2016-07-01 19.1870936187
2016-08-01 18.9568743748
2016-09-01 18.7156655273
2016-10-01 18.6045026543
2016-11-01 18.3735584604
2016-12-01 18.1708420109
2017-01-01 18.0015268810
2017-02-01 17.8657816974
2017-03-01 17.8606130666
2017-04-01 18.0629196824
2017-05-01 17.8142336644
2017-06-01 17.6220295779
2017-07-01 17.4763495065
2017-08-01 17.5327027760
2017-09-01 17.5807471162
2017-10-01 17.5360829475
2017-11-01 17.5939484701
2017-12-01 17.7058909588
2018-01-01 17.8187818898
2018-02-01 17.9395502903
2018-03-01 17.8603381123
2018-04-01 17.7675759598
2018-05-01 17.6986324372
2018-06-01 17.8983530202
2018-07-01 17.4671549519
2018-08-01 17.3618336363
2018-09-01 17.3414974280
2018-10-01 17.4396771842
2018-11-01 17.4053119086
2018-12-01 17.4602056168
2019-01-01 17.2012897081
2019-02-01 17.1851885834
2019-03-01 17.3737104017
2019-04-01 17.3729194606
2019-05-01 17.2934236721
2019-06-01 17.4713887353
2019-07-01 17.5667776220
2019-08-01 17.4781831369
2019-09-01 17.3206989510
2019-10-01 16.8287289967
2019-11-01 16.7160163558
2019-12-01 16.7067923146
2020-01-01 17.0973828608
2020-02-01 16.8643615815
2020-03-01 16.6603407375
2020-04-01 14.6548796506
2020-05-01 14.9036024448
2020-06-01 15.1824876547
2020-07-01 15.3247723479
2020-08-01 15.3287913313
2020-09-01 15.6219804606
2020-10-01 15.7336810926
2020-11-01 15.9457290756
2020-12-01 16.1507808303
2021-01-01 15.5087331096
2021-02-01 15.3221161764
2021-03-01 15.4199381346
2021-04-01 15.6489768359
2021-05-01 15.5006730345
2021-06-01 14.9791257926
2021-07-01 15.0411537998
2021-08-01 15.1423885059
2021-09-01 15.0287003390
2021-10-01 15.3291559615
2021-11-01 15.3675791603
2021-12-01 15.2720185616
2022-01-01 15.5918110961
2022-02-01 15.6446157848
2022-03-01 15.6021201150
2022-04-01 15.5186986534
2022-05-01 15.4831250628
2022-06-01 15.4691338294
2022-07-01 15.4448262627
2022-08-01 15.4394118599
2022-09-01 15.5416065575
2022-10-01 15.5356113347
2022-11-01 15.3913990576
2022-12-01 15.5995814719
2023-01-01 15.5650377775
2023-02-01 15.5587119778
2023-03-01 15.6755502066
2023-04-01 15.5959556623
2023-05-01 15.4654571604
2023-06-01 15.5580379620
2023-07-01 15.4424222877
2023-08-01 15.4456721674
2023-09-01 15.4661717730
2023-10-01 15.2511427197
2023-11-01 15.2132203128
2023-12-01 15.1878161075
2024-01-01 15.2580051244
2024-02-01 15.0777786760
2024-03-01 15.1486009647
2024-04-01 15.0711431843
2024-05-01 15.2535931470
2024-06-01 15.0481152667
2024-07-01 15.1306184643
2024-08-01 15.1466543551
2024-09-01 14.9865055330
2024-10-01 14.9823448798
2024-11-01 14.9344018715
2024-12-01 14.7746353572
2025-01-01 14.6399629809
2025-02-01 14.6900867497
2025-03-01 14.5344371745
2025-04-01 14.6636745971
2025-05-01 14.5485306770
2025-06-01 14.4397573656
2025-07-01 14.4226375632
2025-08-01 14.2608599471
2025-09-01 14.2043700389
2025-10-01 14.2061682132
2025-11-01 14.2388842869
2025-12-01 14.2575755333
2026-01-01 14.2445583138
2026-02-01 14.1915007299
2026-03-01 14.2401008199
2026-04-01 14.1530729047
2026-05-01 14.1359647457
2026-06-01 14.1344986914
2026-07-01 14.0190081870
2026-08-01 13.9671012486

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