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

Title All Employees: Professional and Business Services in Mansfield, OH (MSA)
Series ID MANS939PBSV
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 9:39 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 4.33793857095599
1990-02-01 4.25421818470129
1990-03-01 4.46212501392564
1990-04-01 4.56142748259932
1990-05-01 4.67767457304777
1990-06-01 4.52078249360609
1990-07-01 4.51676461741700
1990-08-01 4.42611150306714
1990-09-01 4.49585402048653
1990-10-01 4.43405938880096
1990-11-01 4.38510916810213
1990-12-01 4.32527732278046
1991-01-01 4.11381891365453
1991-02-01 4.14035327246926
1991-03-01 4.16582325621949
1991-04-01 3.97880510905930
1991-05-01 4.09103406722670
1991-06-01 4.31478142103238
1991-07-01 4.31710817160918
1991-08-01 4.40962449895638
1991-09-01 4.29797441052047
1991-10-01 4.34665076203397
1991-11-01 4.40131602583114
1991-12-01 4.53838611823744
1992-01-01 4.30841264886456
1992-02-01 4.22191067673671
1992-03-01 4.15844130991090
1992-04-01 4.20051012242066
1992-05-01 4.11109313294032
1992-06-01 3.90756600404283
1992-07-01 3.62774455333350
1992-08-01 3.69877114978315
1992-09-01 3.80800627433513
1992-10-01 4.05720114043667
1992-11-01 4.01823389986550
1992-12-01 4.03508648232072
1993-01-01 4.28824893609463
1993-02-01 4.50711834659260
1993-03-01 4.44798768667614
1993-04-01 4.53484252784126
1993-05-01 4.52858679567421
1993-06-01 4.59928061402750
1993-07-01 4.70620634257457
1993-08-01 4.74304168148897
1993-09-01 4.88330057173759
1993-10-01 4.64887954517707
1993-11-01 4.62809666022731
1993-12-01 4.66425511742067
1994-01-01 4.79372865717129
1994-02-01 4.79598430028057
1994-03-01 4.73980477918743
1994-04-01 4.78197526491741
1994-05-01 4.84425448896820
1994-06-01 4.98420674203146
1994-07-01 5.00696425456569
1994-08-01 5.11400564018555
1994-09-01 4.98058442836599
1994-10-01 4.93699638535660
1994-11-01 4.92024673206074
1994-12-01 5.07414334163028
1995-01-01 5.09004257244629
1995-02-01 5.19561794403954
1995-03-01 5.44046764565644
1995-04-01 5.65208318320944
1995-05-01 5.45106913029911
1995-06-01 5.35905851187035
1995-07-01 5.11817363264761
1995-08-01 5.50172530115149
1995-09-01 5.48171756653822
1995-10-01 5.50755506183687
1995-11-01 5.40553294549807
1995-12-01 5.24893089445520
1996-01-01 5.19689996787337
1996-02-01 5.10399047546900
1996-03-01 5.05099557514240
1996-04-01 4.86263625849682
1996-05-01 4.83722453370151
1996-06-01 4.94408637492911
1996-07-01 4.94073401209473
1996-08-01 4.93726258628815
1996-09-01 4.91798134845979
1996-10-01 4.89369703126106
1996-11-01 5.08072899747348
1996-12-01 4.89751277482134
1997-01-01 5.20476153867669
1997-02-01 4.82521711611712
1997-03-01 4.77331922109173
1997-04-01 4.86436587991958
1997-05-01 5.02129238437631
1997-06-01 5.03058289722992
1997-07-01 4.55172945736410
1997-08-01 4.86194868741002
1997-09-01 5.04919185209270
1997-10-01 5.06353277666580
1997-11-01 5.17322932308826
1997-12-01 5.06733369877605
1998-01-01 5.10701100667179
1998-02-01 5.05349000796545
1998-03-01 4.90321905792812
1998-04-01 4.72921795597784
1998-05-01 4.58821133442695
1998-06-01 4.72873755536259
1998-07-01 4.65395617667112
1998-08-01 4.68596883554444
1998-09-01 4.66982483777898
1998-10-01 4.76553640028834
1998-11-01 4.68995307349125
1998-12-01 4.95354029642405
1999-01-01 4.89104938485994
1999-02-01 5.07919883299113
1999-03-01 5.12930256156077
1999-04-01 4.98685998916746
1999-05-01 4.96685025181703
1999-06-01 4.81890212983587
1999-07-01 4.35143099510473
1999-08-01 4.69253059004211
1999-09-01 4.58199990791329
1999-10-01 4.57822832138256
1999-11-01 4.62457396129837
1999-12-01 4.54881714939858
2000-01-01 4.35847354643797
2000-02-01 4.28117391214024
2000-03-01 4.23736952227617
2000-04-01 4.52483545120107
2000-05-01 4.75223706696212
2000-06-01 4.52788142876827
2000-07-01 4.74597017877521
2000-08-01 4.69206892612943
2000-09-01 4.68293755839412
2000-10-01 4.79252284631392
2000-11-01 4.64994753936065
2000-12-01 4.35497771365359
2001-01-01 4.64332992768174
2001-02-01 4.29353098467565
2001-03-01 4.54525906091588
2001-04-01 4.68295901549147
2001-05-01 4.76402778342800
2001-06-01 4.72810952079073
2001-07-01 4.64189538028783
2001-08-01 4.69401976133313
2001-09-01 4.67020127751575
2001-10-01 4.51614008630484
2001-11-01 4.36146019027439
2001-12-01 4.15885937888614
2002-01-01 4.61589069177172
2002-02-01 4.80869043242602
2002-03-01 4.75942117966663
2002-04-01 4.66121439010253
2002-05-01 4.57806199281515
2002-06-01 4.62869603685553
2002-07-01 4.55004378294677
2002-08-01 4.50085475933902
2002-09-01 4.54789833501387
2002-10-01 4.63370717975633
2002-11-01 4.77160021127145
2002-12-01 4.77119998897653
2003-01-01 4.79369424409618
2003-02-01 4.80494909486462
2003-03-01 4.65475684861838
2003-04-01 4.76067173137670
2003-05-01 4.70875131201134
2003-06-01 4.62764394976452
2003-07-01 4.75963646781175
2003-08-01 4.80195590351949
2003-09-01 4.71629558560392
2003-10-01 4.73733973541249
2003-11-01 4.76103431900575
2003-12-01 4.76484911226664
2004-01-01 4.88928622382060
2004-02-01 4.79801651474315
2004-03-01 4.85946005176582
2004-04-01 4.77634964162682
2004-05-01 4.72890285002062
2004-06-01 4.83207441301646
2004-07-01 4.76835716716663
2004-08-01 4.70104128784237
2004-09-01 4.78979748178354
2004-10-01 4.63565581164006
2004-11-01 4.53586322032455
2004-12-01 4.55477303847588
2005-01-01 4.38681373930939
2005-02-01 4.39788056819510
2005-03-01 4.25957635906279
2005-04-01 4.39602747308115
2005-05-01 4.44279060694940
2005-06-01 4.44511289738693
2005-07-01 4.36643815673900
2005-08-01 4.40163092717059
2005-09-01 4.37492811769477
2005-10-01 4.41899152929465
2005-11-01 4.40762638125786
2005-12-01 4.45424566643212
2006-01-01 4.50798097482598
2006-02-01 4.52534475778758
2006-03-01 4.58963179200191
2006-04-01 4.51568289448964
2006-05-01 4.43687059108834
2006-06-01 4.44256217123976
2006-07-01 4.45516786328401
2006-08-01 4.48080607446682
2006-09-01 4.55787298728387
2006-10-01 4.49682384799029
2006-11-01 4.59079826978690
2006-12-01 4.46238430801605
2007-01-01 4.42740051122458
2007-02-01 4.44703967365052
2007-03-01 4.40364937143731
2007-04-01 4.22963120110141
2007-05-01 4.33104102861870
2007-06-01 4.23603712089555
2007-07-01 4.24401249526800
2007-08-01 4.17353150990706
2007-09-01 4.16476910999261
2007-10-01 4.18491925716642
2007-11-01 4.28173758397325
2007-12-01 4.37123747088068
2008-01-01 4.45425292463354
2008-02-01 4.56984421510825
2008-03-01 4.62518785102437
2008-04-01 4.83877607407435
2008-05-01 4.91443608113477
2008-06-01 5.01697355979734
2008-07-01 5.32031572690559
2008-08-01 5.21938880336682
2008-09-01 5.23428183352225
2008-10-01 5.25232265877807
2008-11-01 5.18424117411305
2008-12-01 4.98241654028640
2009-01-01 4.99699513070007
2009-02-01 4.68700685319850
2009-03-01 4.42518745291060
2009-04-01 4.42305229793165
2009-05-01 4.58941240672177
2009-06-01 4.61878069257888
2009-07-01 4.53716661628647
2009-08-01 4.52768256812648
2009-09-01 4.46325960453764
2009-10-01 4.58215957085337
2009-11-01 4.61005143202886
2009-12-01 4.67601267988995
2010-01-01 4.70508852426422
2010-02-01 4.89388127158608
2010-03-01 4.72005246807918
2010-04-01 4.99047709199035
2010-05-01 5.14418468628847
2010-06-01 5.41260882532048
2010-07-01 5.55719523738340
2010-08-01 5.58440531204839
2010-09-01 5.74838889485223
2010-10-01 5.88220410835219
2010-11-01 5.84001334818719
2010-12-01 5.58056940824128
2011-01-01 5.96604920638296
2011-02-01 6.11643750852220
2011-03-01 6.11636863970752
2011-04-01 6.13075839823222
2011-05-01 6.10467207459750
2011-06-01 6.02898018071014
2011-07-01 5.99666997799413
2011-08-01 6.08252247738212
2011-09-01 6.26306113469753
2011-10-01 5.91192051060013
2011-11-01 5.96441885508394
2011-12-01 5.97864274922953
2012-01-01 5.43149654991095
2012-02-01 5.45241485032788
2012-03-01 5.46147656655563
2012-04-01 5.48701809418880
2012-05-01 5.50299656739540
2012-06-01 5.37772634871189
2012-07-01 5.22841575285500
2012-08-01 5.34341800698446
2012-09-01 5.01723593052614
2012-10-01 4.94655941781535
2012-11-01 4.84809574447864
2012-12-01 4.95261283040348
2013-01-01 4.99007510232624
2013-02-01 5.20887326403129
2013-03-01 5.23711663014232
2013-04-01 5.25130423702197
2013-05-01 5.32097269366846
2013-06-01 5.11675006651476
2013-07-01 5.03669108634508
2013-08-01 5.17773905844273
2013-09-01 5.24105472648028
2013-10-01 5.34774596727922
2013-11-01 5.54922958584536
2013-12-01 5.15074800979651
2014-01-01 5.58320754122217
2014-02-01 5.47499405301573
2014-03-01 5.52148425952276
2014-04-01 5.42802862421411
2014-05-01 5.25085436086415
2014-06-01 5.33718597028266
2014-07-01 5.33975755706639
2014-08-01 5.30381611380972
2014-09-01 5.36630851072621
2014-10-01 5.34525465881532
2014-11-01 5.22573516150209
2014-12-01 5.25925299533183
2015-01-01 5.44430618389088
2015-02-01 5.14515396924840
2015-03-01 5.11070955183859
2015-04-01 5.15175444859792
2015-05-01 5.18764948682795
2015-06-01 5.22749376000770
2015-07-01 5.42728833736250
2015-08-01 5.31740621122127
2015-09-01 5.37812976302407
2015-10-01 5.63180180548169
2015-11-01 5.52940276932521
2015-12-01 5.47609032455158
2016-01-01 5.41896855073867
2016-02-01 5.53510909337066
2016-03-01 5.41017861116543
2016-04-01 5.67075479187988
2016-05-01 5.50104231073871
2016-06-01 5.39465709505169
2016-07-01 5.50959332579533
2016-08-01 5.51600093387237
2016-09-01 5.49030748313923
2016-10-01 5.43834152417394
2016-11-01 5.43453318935324
2016-12-01 5.48891716420313
2017-01-01 5.40213111762930
2017-02-01 5.44232142060451
2017-03-01 5.41929174790119
2017-04-01 4.91206437936371
2017-05-01 5.09157545532292
2017-06-01 5.25331395813421
2017-07-01 4.98780150528051
2017-08-01 5.01019384575098
2017-09-01 5.00615642604487
2017-10-01 4.96563531523882
2017-11-01 5.35168359446204
2017-12-01 4.88378031580176
2018-01-01 5.09860864940826
2018-02-01 4.74312228008680
2018-03-01 5.01935096767187
2018-04-01 4.83209718025042
2018-05-01 4.97696407127763
2018-06-01 4.90962284478499
2018-07-01 4.86299543590343
2018-08-01 4.89996403685258
2018-09-01 4.92832375636293
2018-10-01 5.00396946827836
2018-11-01 4.75542850712777
2018-12-01 4.78225297911568
2019-01-01 4.79574750363766
2019-02-01 4.75025171773485
2019-03-01 4.71815462829914
2019-04-01 4.84637973297913
2019-05-01 5.06458763366981
2019-06-01 5.16707225872949
2019-07-01 4.83056081234860
2019-08-01 4.79211657081712
2019-09-01 4.64038373166590
2019-10-01 4.64039900596709
2019-11-01 4.56506814351944
2019-12-01 4.56482473907153
2020-01-01 4.50175301978709
2020-02-01 4.45197613298745
2020-03-01 4.42497399448326
2020-04-01 3.56866059817866
2020-05-01 3.47461794229557
2020-06-01 4.07151154710097
2020-07-01 4.30477322532141
2020-08-01 4.09830346893931
2020-09-01 4.14452681232597
2020-10-01 4.16022890186444
2020-11-01 4.36521494617375
2020-12-01 4.24737639424409
2021-01-01 4.21075327593704
2021-02-01 4.25436291417377
2021-03-01 4.23855954163686
2021-04-01 4.16449084072610
2021-05-01 4.07841255096683
2021-06-01 4.15819569630637
2021-07-01 4.18372523853701
2021-08-01 4.08840955187868
2021-09-01 4.03804088761490
2021-10-01 3.96510659040218
2021-11-01 3.95289023299373
2021-12-01 4.03712848227465
2022-01-01 4.02329484400695
2022-02-01 4.05849880441913
2022-03-01 4.05099034139849
2022-04-01 3.97115111757002
2022-05-01 4.09728953156245
2022-06-01 4.24716658149990
2022-07-01 3.97859098744891
2022-08-01 3.88047028468339
2022-09-01 3.82044793234361
2022-10-01 3.75245452126676
2022-11-01 3.74025562917344
2022-12-01 3.84175077315874
2023-01-01 3.82434169718865
2023-02-01 3.86844856142182
2023-03-01 3.86366334991492
2023-04-01 3.88144490767273
2023-05-01 3.90698109052416
2023-06-01 3.95713387972833
2023-07-01 3.97969749782837
2023-08-01 4.06321321811646
2023-09-01 4.09782740309158
2023-10-01 4.13182146740237
2023-11-01 4.13408543574281
2023-12-01 4.05636316001088
2024-01-01 4.03510492639202
2024-02-01 3.98643008105722
2024-03-01 3.98235628504082
2024-04-01 3.99112116065768
2024-05-01 3.91006478062161
2024-06-01 3.96314734676084
2024-07-01 3.88911858372659
2024-08-01 3.85819285263954
2024-09-01 3.87763364310691
2024-10-01 3.80118232247950
2024-11-01 3.71947445906242
2024-12-01 3.66492703213528
2025-01-01 3.62263936776671
2025-02-01 3.59332036052806
2025-03-01 3.58636303000546
2025-04-01 3.59567711110862
2025-05-01 3.61003606585192
2025-06-01 3.58269356599792
2025-07-01 3.70121341305503
2025-08-01 3.66010108735487
2025-09-01 3.66507584927135
2025-10-01 3.68022941818768
2025-11-01 3.70778186862994
2025-12-01 3.67571528624421
2026-01-01 3.72806944557891
2026-02-01 3.70626297565539
2026-03-01 3.69488147700585
2026-04-01 3.69905077695630
2026-05-01 3.71122810445957
2026-06-01 3.68658682069253

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