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 2026-07-01
Last Updated 2026-08-21 7:36 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 4.62809666022731
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 5.45106913029912
1995-06-01 5.35905851187035
1995-07-01 5.11817363264761
1995-08-01 5.50172530115149
1995-09-01 5.48171756653821
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 5.05099557514241
1996-04-01 4.86263625849683
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 5.08072899747347
1996-12-01 4.89751277482133
1997-01-01 5.20476153867669
1997-02-01 4.82521711611712
1997-03-01 4.77331922109175
1997-04-01 4.86436587991958
1997-05-01 5.02129238437632
1997-06-01 5.03058289722993
1997-07-01 4.55172945736410
1997-08-01 4.86194868741002
1997-09-01 5.04919185209270
1997-10-01 5.06353277666580
1997-11-01 5.17322932308825
1997-12-01 5.06733369877603
1998-01-01 5.10701100667178
1998-02-01 5.05349000796544
1998-03-01 4.90321905792814
1998-04-01 4.72921795597782
1998-05-01 4.58821133442694
1998-06-01 4.72873755536258
1998-07-01 4.65395617667114
1998-08-01 4.68596883554449
1998-09-01 4.66982483777903
1998-10-01 4.76553640028837
1998-11-01 4.68995307349119
1998-12-01 4.95354029642400
1999-01-01 4.89104938485990
1999-02-01 5.07919883299100
1999-03-01 5.12930256156080
1999-04-01 4.98685998916743
1999-05-01 4.96685025181704
1999-06-01 4.81890212983590
1999-07-01 4.35143099510481
1999-08-01 4.69253059004225
1999-09-01 4.58199990791344
1999-10-01 4.57822832138263
1999-11-01 4.62457396129822
1999-12-01 4.54881714939842
2000-01-01 4.35847354643781
2000-02-01 4.28117391213995
2000-03-01 4.23736952227620
2000-04-01 4.52483545120117
2000-05-01 4.75223706696236
2000-06-01 4.52788142876817
2000-07-01 4.74597017877552
2000-08-01 4.69206892612972
2000-09-01 4.68293755839418
2000-10-01 4.79252284631380
2000-11-01 4.64994753936042
2000-12-01 4.35497771365384
2001-01-01 4.64332992767960
2001-02-01 4.29353098467653
2001-03-01 4.54525906091724
2001-04-01 4.68295901549247
2001-05-01 4.76402778342803
2001-06-01 4.72810952078895
2001-07-01 4.64189538028647
2001-08-01 4.69401976133223
2001-09-01 4.67020127751456
2001-10-01 4.51614008630583
2001-11-01 4.36146019027640
2001-12-01 4.15885937888925
2002-01-01 4.61589069176983
2002-02-01 4.80869043242952
2002-03-01 4.75942117966909
2002-04-01 4.66121439010292
2002-05-01 4.57806199281221
2002-06-01 4.62869603684861
2002-07-01 4.55004378294062
2002-08-01 4.50085475933531
2002-09-01 4.54789833501128
2002-10-01 4.63370717975986
2002-11-01 4.77160021127885
2002-12-01 4.77119998898560
2003-01-01 4.79369424409593
2003-02-01 4.80494909487163
2003-03-01 4.65475684865179
2003-04-01 4.76067173137817
2003-05-01 4.70875131200298
2003-06-01 4.62764394974344
2003-07-01 4.75963646778218
2003-08-01 4.80195590347858
2003-09-01 4.71629558555490
2003-10-01 4.73733973537694
2003-11-01 4.76103431912344
2003-12-01 4.76484911228570
2004-01-01 4.88928622386246
2004-02-01 4.79801651480832
2004-03-01 4.85946005188154
2004-04-01 4.77634964158626
2004-05-01 4.72890284998783
2004-06-01 4.83207441293056
2004-07-01 4.76835716705065
2004-08-01 4.70104128770639
2004-09-01 4.78979748165126
2004-10-01 4.63565581156392
2004-11-01 4.53586322057220
2004-12-01 4.55477303857113
2005-01-01 4.38681373947950
2005-02-01 4.39788056841072
2005-03-01 4.25957635930281
2005-04-01 4.39602747302931
2005-05-01 4.44279060687594
2005-06-01 4.44511289718940
2005-07-01 4.36643815610296
2005-08-01 4.40163092688736
2005-09-01 4.37492811747794
2005-10-01 4.41899152924654
2005-11-01 4.40762638172096
2005-12-01 4.45424566672554
2006-01-01 4.50798097525481
2006-02-01 4.52534475953439
2006-03-01 4.58963179197178
2006-04-01 4.51568289429186
2006-05-01 4.43687059079034
2006-06-01 4.44256216885424
2006-07-01 4.45516786193537
2006-08-01 4.48080607415986
2006-09-01 4.55787298753823
2006-10-01 4.49682384891278
2006-11-01 4.59079827146700
2006-12-01 4.46238430935174
2007-01-01 4.42740051225439
2007-02-01 4.44703967666872
2007-03-01 4.40364936959686
2007-04-01 4.22963119981231
2007-05-01 4.33104102719688
2007-06-01 4.23603711588718
2007-07-01 4.24401249309357
2007-08-01 4.17353151005611
2007-09-01 4.16476911154875
2007-10-01 4.18491925980173
2007-11-01 4.28173758705744
2007-12-01 4.37123747905500
2008-01-01 4.45425292490313
2008-02-01 4.56984421738398
2008-03-01 4.62518784448433
2008-04-01 4.83877606874543
2008-05-01 4.91443607672766
2008-06-01 5.01697354910386
2008-07-01 5.32031572106273
2008-08-01 5.21938880122650
2008-09-01 5.23428185349865
2008-10-01 5.25232265908989
2008-11-01 5.18424117426396
2008-12-01 4.98241658541739
2009-01-01 4.99699512332594
2009-02-01 4.68700683239694
2009-03-01 4.42518744172939
2009-04-01 4.42305228905252
2009-05-01 4.58941239831784
2009-06-01 4.61878067813681
2009-07-01 4.53716660653838
2009-08-01 4.52768258182405
2009-09-01 4.46325963366874
2009-10-01 4.58215956619714
2009-11-01 4.61005143312489
2009-12-01 4.67601275938960
2010-01-01 4.70508851406735
2010-02-01 4.89388122873717
2010-03-01 4.72005245175466
2010-04-01 4.99047706690988
2010-05-01 5.14418463173329
2010-06-01 5.41260877302393
2010-07-01 5.55719525430987
2010-08-01 5.58440533527198
2010-09-01 5.74838895541469
2010-10-01 5.88220412873293
2010-11-01 5.84001339829472
2010-12-01 5.58056960575346
2011-01-01 5.96604920638259
2011-02-01 6.11643740863549
2011-03-01 6.11636856030305
2011-04-01 6.13075826930753
2011-05-01 6.10467187343137
2011-06-01 6.02898002272071
2011-07-01 5.99667001479017
2011-08-01 6.08252255683264
2011-09-01 6.26306130357617
2011-10-01 5.91192069439675
2011-11-01 5.96441909383921
2011-12-01 5.97864310883741
2012-01-01 5.43149650856815
2012-02-01 5.45241464598115
2012-03-01 5.46147632759889
2012-04-01 5.48701778072787
2012-05-01 5.50299619087583
2012-06-01 5.37772610364475
2012-07-01 5.22841578949784
2012-08-01 5.34341803533698
2012-09-01 5.01723600518042
2012-10-01 4.94656062935937
2012-11-01 4.84809597555716
2012-12-01 4.95261315530628
2013-01-01 4.99007502839692
2013-02-01 5.20887309702908
2013-03-01 5.23711650700061
2013-04-01 5.25130183722841
2013-05-01 5.32097261700377
2013-06-01 5.11675012828877
2013-07-01 5.03669136699025
2013-08-01 5.17773923900664
2013-09-01 5.24105484667757
2013-10-01 5.34774851324944
2013-11-01 5.54923002391433
2013-12-01 5.15074838653820
2014-01-01 5.58320742291489
2014-02-01 5.47499391475550
2014-03-01 5.52148403927307
2014-04-01 5.42802165588738
2014-05-01 5.25085383107212
2014-06-01 5.33719069159893
2014-07-01 5.33975734730071
2014-08-01 5.30381603402960
2014-09-01 5.36630872868254
2014-10-01 5.34525873423881
2014-11-01 5.22573675981369
2014-12-01 5.25925345348873
2015-01-01 5.44430559678095
2015-02-01 5.14515308536978
2015-03-01 5.11070793503156
2015-04-01 5.15174234922846
2015-05-01 5.18764776911940
2015-06-01 5.22750294512538
2015-07-01 5.42728835746280
2015-08-01 5.31740724392212
2015-09-01 5.37813169708412
2015-10-01 5.63181040162034
2015-11-01 5.52940673907291
2015-12-01 5.47609112685926
2016-01-01 5.41896661921661
2016-02-01 5.53510529363562
2016-03-01 5.41017352482590
2016-04-01 5.67073491895030
2016-05-01 5.50103302695902
2016-06-01 5.39466959265081
2016-07-01 5.50959275859484
2016-08-01 5.51600388966767
2016-09-01 5.49031383526399
2016-10-01 5.43835952591174
2016-11-01 5.43454761553572
2016-12-01 5.48892733508856
2017-01-01 5.40213378559022
2017-02-01 5.44231462257780
2017-03-01 5.41927346870160
2017-04-01 4.91202751328056
2017-05-01 5.09153214612831
2017-06-01 5.25333804674240
2017-07-01 4.98779740805463
2017-08-01 5.01020403987719
2017-09-01 5.00617228463992
2017-10-01 4.96566753214663
2017-11-01 5.35173351866381
2017-12-01 4.88380628436668
2018-01-01 5.09862071378596
2018-02-01 4.74311241999717
2018-03-01 5.01931389733066
2018-04-01 4.83203091150470
2018-05-01 4.97686316913940
2018-06-01 4.90964398313008
2018-07-01 4.86297798927801
2018-08-01 4.89997718678820
2018-09-01 4.92834459627510
2018-10-01 5.00404386705431
2018-11-01 4.75553694132786
2018-12-01 4.78230118996886
2019-01-01 4.79578873775970
2019-02-01 4.75027623657428
2019-03-01 4.71815868756408
2019-04-01 4.84608173083800
2019-05-01 5.06451279893172
2019-06-01 5.16697137984604
2019-07-01 4.83057419201368
2019-08-01 4.79214760578916
2019-09-01 4.64040396058761
2019-10-01 4.64052041023678
2019-11-01 4.56528557055347
2019-12-01 4.56488953071257
2020-01-01 4.50183031021645
2020-02-01 4.45204648675077
2020-03-01 4.42502191019465
2020-04-01 3.56826275964638
2020-05-01 3.47457275270574
2020-06-01 4.07128154151857
2020-07-01 4.30477625512371
2020-08-01 4.09832717130914
2020-09-01 4.14455995698480
2020-10-01 4.16043115942525
2020-11-01 4.36558967571241
2020-12-01 4.24753455624815
2021-01-01 4.21091855054128
2021-02-01 4.25447502117736
2021-03-01 4.23857535170915
2021-04-01 4.16369236208538
2021-05-01 4.07824792721982
2021-06-01 4.15771997777968
2021-07-01 4.18372890707004
2021-08-01 4.08854150001033
2021-09-01 4.03812194709945
2021-10-01 3.96555809615490
2021-11-01 3.95348917151058
2021-12-01 4.03746808543124
2022-01-01 4.02355909031393
2022-02-01 4.05854552905448
2022-03-01 4.05083304555933
2022-04-01 3.97020598678603
2022-05-01 4.09705432796383
2022-06-01 4.24465644974725
2022-07-01 3.97935127721123
2022-08-01 3.88110747432622
2022-09-01 3.82096162227184
2022-10-01 3.75340566814906
2022-11-01 3.74121565912033
2022-12-01 3.84237858893210
2023-01-01 3.82469615414220
2023-02-01 3.86831773439492
2023-03-01 3.86309803292223
2023-04-01 3.87983520887674
2023-05-01 3.90576007746844
2023-06-01 3.95140090176418
2023-07-01 3.98321552672393
2023-08-01 4.06531452697662
2023-09-01 4.09939383140880
2023-10-01 4.13362335933438
2023-11-01 4.13553537534709
2023-12-01 4.05716120677397
2024-01-01 4.03534305595132
2024-02-01 3.98589053651715
2024-03-01 3.98107501648680
2024-04-01 3.98855223661886
2024-05-01 3.90708893835347
2024-06-01 3.95310552783716
2024-07-01 3.89679884391638
2024-08-01 3.86185195103479
2024-09-01 3.88035085057153
2024-10-01 3.80355552984981
2024-11-01 3.72105727640100
2024-12-01 3.66567585090459
2025-01-01 3.62264608183368
2025-02-01 3.59243894421996
2025-03-01 3.58450654090081
2025-04-01 3.59232452715429
2025-05-01 3.60519259862758
2025-06-01 3.57034524979226
2025-07-01 3.71287505014401
2025-08-01 3.66512174068591
2025-09-01 3.66867957467349
2025-10-01 3.68309002776840
2025-11-01 3.70949489617855
2025-12-01 3.67633210306502
2026-01-01 3.72775371407858
2026-02-01 3.70494499416281
2026-03-01 3.69239374069793
2026-04-01 3.69489025558966
2026-05-01 3.70471711206698
2026-06-01 3.67100866968793
2026-07-01 3.62047143977703

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