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 2026-04-01
Last Updated 2026-05-26 2:56 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 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 4.51676461741699
1990-08-01 4.42611150306714
1990-09-01 4.49585402048653
1990-10-01 4.43405938880096
1990-11-01 4.38510916810214
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 3.90756600404282
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 4.62809666022732
1993-12-01 4.66425511742068
1994-01-01 4.79372865717130
1994-02-01 4.79598430028057
1994-03-01 4.73980477918742
1994-04-01 4.78197526491741
1994-05-01 4.84425448896820
1994-06-01 4.98420674203145
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 5.07414334163029
1995-01-01 5.09004257244629
1995-02-01 5.19561794403954
1995-03-01 5.44046764565643
1995-04-01 5.65208318320943
1995-05-01 5.45106913029909
1995-06-01 5.35905851187034
1995-07-01 5.11817363264761
1995-08-01 5.50172530115151
1995-09-01 5.48171756653823
1995-10-01 5.50755506183690
1995-11-01 5.40553294549810
1995-12-01 5.24893089445523
1996-01-01 5.19689996787337
1996-02-01 5.10399047546898
1996-03-01 5.05099557514237
1996-04-01 4.86263625849679
1996-05-01 4.83722453370145
1996-06-01 4.94408637492907
1996-07-01 4.94073401209469
1996-08-01 4.93726258628816
1996-09-01 4.91798134845984
1996-10-01 4.89369703126116
1996-11-01 5.08072899747359
1996-12-01 4.89751277482145
1997-01-01 5.20476153867678
1997-02-01 4.82521711611718
1997-03-01 4.77331922109127
1997-04-01 4.86436587991959
1997-05-01 5.02129238437616
1997-06-01 5.03058289722987
1997-07-01 4.55172945736404
1997-08-01 4.86194868741005
1997-09-01 5.04919185209283
1997-10-01 5.06353277666602
1997-11-01 5.17322932308849
1997-12-01 5.06733369877637
1998-01-01 5.10701100667195
1998-02-01 5.05349000796535
1998-03-01 4.90321905792731
1998-04-01 4.72921795597805
1998-05-01 4.58821133442690
1998-06-01 4.72873755536254
1998-07-01 4.65395617667080
1998-08-01 4.68596883554398
1998-09-01 4.66982483777855
1998-10-01 4.76553640028818
1998-11-01 4.68995307349288
1998-12-01 4.95354029642516
1999-01-01 4.89104938486068
1999-02-01 5.07919883299088
1999-03-01 5.12930256155975
1999-04-01 4.98685998916760
1999-05-01 4.96685025181646
1999-06-01 4.81890212983517
1999-07-01 4.35143099510362
1999-08-01 4.69253059004071
1999-09-01 4.58199990791234
1999-10-01 4.57822832138276
1999-11-01 4.62457396130282
1999-12-01 4.54881714940196
2000-01-01 4.35847354644042
2000-02-01 4.28117391214030
2000-03-01 4.23736952227438
2000-04-01 4.52483545119738
2000-05-01 4.75223706695557
2000-06-01 4.52788142876576
2000-07-01 4.74597017876968
2000-08-01 4.69206892612741
2000-09-01 4.68293755840003
2000-10-01 4.79252284632614
2000-11-01 4.64994753937648
2000-12-01 4.35497771365769
2001-01-01 4.64332992770683
2001-02-01 4.29353098465406
2001-03-01 4.54525906088655
2001-04-01 4.68295901546266
2001-05-01 4.76402778340947
2001-06-01 4.72810952079548
2001-07-01 4.64189538029563
2001-08-01 4.69401976134646
2001-09-01 4.67020127756948
2001-10-01 4.51614008633250
2001-11-01 4.36146019029622
2001-12-01 4.15885937888015
2002-01-01 4.61589069179942
2002-02-01 4.80869043235366
2002-03-01 4.75942117955011
2002-04-01 4.66121439004236
2002-05-01 4.57806199280004
2002-06-01 4.62869603689987
2002-07-01 4.55004378300211
2002-08-01 4.50085475938285
2002-09-01 4.54789833511894
2002-10-01 4.63370717980548
2002-11-01 4.77160021130713
2002-12-01 4.77119998900268
2003-01-01 4.79369424423029
2003-02-01 4.80494909488774
2003-03-01 4.65475684762117
2003-04-01 4.76067173137017
2003-05-01 4.70875131205603
2003-06-01 4.62764394991399
2003-07-01 4.75963646805017
2003-08-01 4.80195590390878
2003-09-01 4.71629558622010
2003-10-01 4.73733973595889
2003-11-01 4.76103431811967
2003-12-01 4.76484911237610
2004-01-01 4.88928622374823
2004-02-01 4.79801651440451
2004-03-01 4.85946004939983
2004-04-01 4.77634964150012
2004-05-01 4.72890285032621
2004-06-01 4.83207441374879
2004-07-01 4.76835716819411
2004-08-01 4.70104128918676
2004-09-01 4.78979748340618
2004-10-01 4.63565581290933
2004-11-01 4.53586321849110
2004-12-01 4.55477303801956
2005-01-01 4.38681373797648
2005-02-01 4.39788056626631
2005-03-01 4.25957635487680
2005-04-01 4.39602747246045
2005-05-01 4.44279060785508
2005-06-01 4.44511289978306
2005-07-01 4.36643816053060
2005-08-01 4.40163093094137
2005-09-01 4.37492812130941
2005-10-01 4.41899153190828
2005-11-01 4.40762637935588
2005-12-01 4.45424566615095
2006-01-01 4.50798097243194
2006-02-01 4.52534473932075
2006-03-01 4.58963178351394
2006-04-01 4.51568288710877
2006-05-01 4.43687058759068
2006-06-01 4.44256219314227
2006-07-01 4.45516787397729
2006-08-01 4.48080608928718
2006-09-01 4.55787300221928
2006-10-01 4.49682385721365
2006-11-01 4.59079826678173
2006-12-01 4.46238429888934
2007-01-01 4.42740049469784
2007-02-01 4.44703962296859
2007-03-01 4.40364934667249
2007-04-01 4.22963117666916
2007-05-01 4.33104101714861
2007-06-01 4.23603716994363
2007-07-01 4.24401253376074
2007-08-01 4.17353156115215
2007-09-01 4.16476916109551
2007-10-01 4.18491929344264
2007-11-01 4.28173759185438
2007-12-01 4.37123735485444
2008-01-01 4.45425288799235
2008-02-01 4.56984411988708
2008-03-01 4.62518779393287
2008-04-01 4.83877600953607
2008-05-01 4.91443605005465
2008-06-01 5.01697364999910
2008-07-01 5.32031581067343
2008-08-01 5.21938891076197
2008-09-01 5.23428222448745
2008-10-01 5.25232274064050
2008-11-01 5.18424121779038
2008-12-01 4.98241601204047
2009-01-01 4.99699509156876
2009-02-01 4.68700658095699
2009-03-01 4.42518740916826
2009-04-01 4.42305223453966
2009-05-01 4.58941236303864
2009-06-01 4.61878075883359
2009-07-01 4.53716667364845
2009-08-01 4.52768308032352
2009-09-01 4.46326017302142
2009-10-01 4.58215964218504
2009-11-01 4.61005134024718
2009-12-01 4.67601182182567
2010-01-01 4.70508850540130
2010-02-01 4.89388083029337
2010-03-01 4.72005244359885
2010-04-01 4.99047696258496
2010-05-01 5.14418441086746
2010-06-01 5.41260879305695
2010-07-01 5.55719521322328
2010-08-01 5.58440662465599
2010-09-01 5.74839023077957
2010-10-01 5.88220454002132
2010-11-01 5.84001335099618
2010-12-01 5.58056724201479
2011-01-01 5.96604927524875
2011-02-01 6.11643676704797
2011-03-01 6.11636858088885
2011-04-01 6.13075803900204
2011-05-01 6.10467132193159
2011-06-01 6.02897987763609
2011-07-01 5.99666997801559
2011-08-01 6.08252512277267
2011-09-01 6.26306359162845
2011-10-01 5.91192177405822
2011-11-01 5.96441903247688
2011-12-01 5.97863901360518
2012-01-01 5.43149459022260
2012-02-01 5.45241368729045
2012-03-01 5.46147668896372
2012-04-01 5.48701831116534
2012-05-01 5.50299636899980
2012-06-01 5.37772662989713
2012-07-01 5.22841568480463
2012-08-01 5.34341959596845
2012-09-01 5.01723643874909
2012-10-01 4.94657185013190
2012-11-01 4.84809254884579
2012-12-01 4.95260511618363
2013-01-01 4.99006817400675
2013-02-01 5.20886872277480
2013-03-01 5.23711468970622
2013-04-01 5.25131280124151
2013-05-01 5.32097287372311
2013-06-01 5.11675098797727
2013-07-01 5.03669134653587
2013-08-01 5.17774047036116
2013-09-01 5.24105489894437
2013-10-01 5.34777387361307
2013-11-01 5.54922425329131
2013-12-01 5.15073590416964
2014-01-01 5.58318897590148
2014-02-01 5.47497677224044
2014-03-01 5.52146619833548
2014-04-01 5.42805214804416
2014-05-01 5.25083906132185
2014-06-01 5.33723296010665
2014-07-01 5.33975141971897
2014-08-01 5.30381732316585
2014-09-01 5.36631450970742
2014-10-01 5.34530382194088
2014-11-01 5.22573092667683
2014-12-01 5.25923053855102
2015-01-01 5.44426501479457
2015-02-01 5.14509323925534
2015-03-01 5.11066512983992
2015-04-01 5.15178711091712
2015-05-01 5.18762712977878
2015-06-01 5.22760317021976
2015-07-01 5.42729920562152
2015-08-01 5.31742704808174
2015-09-01 5.37815718671241
2015-10-01 5.63188655403282
2015-11-01 5.52939382628731
2015-12-01 5.47604430019843
2016-01-01 5.41889306828857
2016-02-01 5.53499600744553
2016-03-01 5.40994251306813
2016-04-01 5.67083030039877
2016-05-01 5.50103053700621
2016-06-01 5.39489263425365
2016-07-01 5.50967058003869
2016-08-01 5.51608551417828
2016-09-01 5.49039164252474
2016-10-01 5.43847567549558
2016-11-01 5.43452175324830
2016-12-01 5.48882711559022
2017-01-01 5.40196057679106
2017-02-01 5.44202968226596
2017-03-01 5.41863597841099
2017-04-01 4.91232861483233
2017-05-01 5.09166396192402
2017-06-01 5.25372819333496
2017-07-01 4.98799366059885
2017-08-01 5.01034358550475
2017-09-01 5.00626713835715
2017-10-01 4.96575993393204
2017-11-01 5.35166773744018
2017-12-01 4.88362894919018
2018-01-01 5.09833066341301
2018-02-01 4.74270641786619
2018-03-01 5.01834382185873
2018-04-01 4.83253729973092
2018-05-01 4.97717667971484
2018-06-01 4.91016646185844
2018-07-01 4.86340867533700
2018-08-01 4.90016263304736
2018-09-01 4.92844558948891
2018-10-01 5.00407233883260
2018-11-01 4.75536619310591
2018-12-01 4.78202482551347
2019-01-01 4.79537076345720
2019-02-01 4.74966674076877
2019-03-01 4.71697925285594
2019-04-01 4.84701577903540
2019-05-01 5.06494920498815
2019-06-01 5.16770581107164
2019-07-01 4.83116715121040
2019-08-01 4.79231681597272
2019-09-01 4.64045261700301
2019-10-01 4.64045471816772
2019-11-01 4.56487388663288
2019-12-01 4.56457183035716
2020-01-01 4.50140240361020
2020-02-01 4.45146887478229
2020-03-01 4.42389823375192
2020-04-01 3.56915008387390
2020-05-01 3.47488644273925
2020-06-01 4.07192537762529
2020-07-01 4.30540498767872
2020-08-01 4.09847595013838
2020-09-01 4.14460195906227
2020-10-01 4.16030396832668
2020-11-01 4.36489349078131
2020-12-01 4.24707455770619
2021-01-01 4.21035553211597
2021-02-01 4.25383734981215
2021-03-01 4.23763659864678
2021-04-01 4.16508253291135
2021-05-01 4.07878950171543
2021-06-01 4.15865518688914
2021-07-01 4.18451559997092
2021-08-01 4.08880254292377
2021-09-01 4.03801175556583
2021-10-01 3.96524774297992
2021-11-01 3.95233853335194
2021-12-01 4.03645120425751
2022-01-01 4.02252771796890
2022-02-01 4.05780767573404
2022-03-01 4.05045194127002
2022-04-01 3.97209875506124
2022-05-01 4.09867589889099
2022-06-01 4.24606598229106
2022-07-01 3.97917528645040
2022-08-01 3.88205190300926
2022-09-01 3.82109101704707
2022-10-01 3.75307438422966
2022-11-01 3.73963834748394
2022-12-01 3.84048430254746
2023-01-01 3.82237475224923
2023-02-01 3.86586586850882
2023-03-01 3.86059128483499
2023-04-01 3.88550766100294
2023-05-01 3.91026978222507
2023-06-01 3.95593723297169
2023-07-01 3.98051120061884
2023-08-01 4.06626585273933
2023-09-01 4.09906358864314
2023-10-01 4.13269079594500
2023-11-01 4.13288682732856
2023-12-01 4.05386721082291
2024-01-01 4.03124847121437
2024-02-01 3.98146165825774
2024-03-01 3.97650124676933
2024-04-01 3.99994460898559
2024-05-01 3.91653732652903
2024-06-01 3.95914927685240
2024-07-01 3.89018951079342
2024-08-01 3.86267606253893
2024-09-01 3.87972577928455
2024-10-01 3.80231932234027
2024-11-01 3.71824276731005
2024-12-01 3.66175103850725
2025-01-01 3.61742479433816
2025-02-01 3.58629721945587
2025-03-01 3.57778187717285
2025-04-01 3.60858523790372
2025-05-01 3.61879123442308
2025-06-01 3.57725187061134
2025-07-01 3.70296142289021
2025-08-01 3.66527954923928
2025-09-01 3.66733873060232
2025-10-01 3.68130262989942
2025-11-01 3.70620514741592
2025-12-01 3.67160785110166
2026-01-01 3.72142215823976
2026-02-01 3.69759033018042
2026-03-01 3.68485323335414
2026-04-01 3.61559280131347

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