Table Data - All Employees: Private Service Providing in Lima, OH (MSA)

Title All Employees: Private Service Providing in Lima, OH (MSA)
Series ID SMU39306200800000001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-05-01
Last Updated 2026-06-24 10:09 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 29.9441150361253
1990-02-01 30.0337875558998
1990-03-01 29.8934106246784
1990-04-01 29.8936276779470
1990-05-01 30.0719603350319
1990-06-01 30.1990599067518
1990-07-01 30.1535737910437
1990-08-01 30.4089424899333
1990-09-01 30.3826270565981
1990-10-01 30.7010096209974
1990-11-01 30.4324263909183
1990-12-01 30.2037898604093
1991-01-01 30.3256365761653
1991-02-01 30.2257206460251
1991-03-01 30.1771642761426
1991-04-01 30.1934313435186
1991-05-01 30.1853105256483
1991-06-01 30.2921935130664
1991-07-01 30.4645418211920
1991-08-01 30.4202461607046
1991-09-01 30.5101582816249
1991-10-01 30.6142984078409
1991-11-01 30.5345930875826
1991-12-01 30.2866571671726
1992-01-01 30.6872325077735
1992-02-01 30.9279650424949
1992-03-01 30.8453016277489
1992-04-01 31.4794927321476
1992-05-01 31.5959054605994
1992-06-01 31.3829366104781
1992-07-01 31.4822106598997
1992-08-01 31.4542431946733
1992-09-01 31.4637376686623
1992-10-01 31.2412746856500
1992-11-01 31.1377006993052
1992-12-01 31.1432588823863
1993-01-01 30.2484089789459
1993-02-01 30.9167162438712
1993-03-01 30.9140153774586
1993-04-01 30.6687486897142
1993-05-01 30.5902328960676
1993-06-01 30.4547914735784
1993-07-01 30.9140539747457
1993-08-01 30.9870895374286
1993-09-01 31.3328690421215
1993-10-01 32.1894670222814
1993-11-01 32.2464772796238
1993-12-01 32.1046768760397
1994-01-01 32.1980979130834
1994-02-01 32.2896971489118
1994-03-01 32.2791609280546
1994-04-01 32.3670743927501
1994-05-01 32.3814248904212
1994-06-01 32.6072637934595
1994-07-01 32.7460780098423
1994-08-01 33.0395749627183
1994-09-01 33.0058242753941
1994-10-01 32.2268452188762
1994-11-01 32.3451808911448
1994-12-01 32.5773331330331
1995-01-01 32.8645409525110
1995-02-01 32.7462774598624
1995-03-01 33.1558461268529
1995-04-01 33.3806994811530
1995-05-01 33.4650990222551
1995-06-01 33.4682616383913
1995-07-01 33.4780812319548
1995-08-01 33.4590845758732
1995-09-01 33.4499475301423
1995-10-01 33.4538489523111
1995-11-01 33.5481816069391
1995-12-01 33.5799587383049
1996-01-01 33.3485584495226
1996-02-01 33.4304153359806
1996-03-01 33.2240076743494
1996-04-01 33.0786469469671
1996-05-01 33.5551967841811
1996-06-01 33.2656306418400
1996-07-01 32.9831594056819
1996-08-01 32.9689533658518
1996-09-01 32.8629001491151
1996-10-01 32.8503300404535
1996-11-01 32.9469210574238
1996-12-01 32.9881627590807
1997-01-01 33.2827204307812
1997-02-01 33.4292672158892
1997-03-01 33.2998944284575
1997-04-01 33.4615162352204
1997-05-01 33.9371863239031
1997-06-01 33.7977988995212
1997-07-01 33.5826868368141
1997-08-01 33.4642271152505
1997-09-01 33.3478470977976
1997-10-01 33.7312451614281
1997-11-01 33.7400688178972
1997-12-01 33.7016795252266
1998-01-01 33.8290468995964
1998-02-01 33.8443790763920
1998-03-01 33.8793344245475
1998-04-01 33.7307613364564
1998-05-01 33.8319156170290
1998-06-01 33.7488814944143
1998-07-01 33.8851656426785
1998-08-01 34.0613866678667
1998-09-01 34.1133159789182
1998-10-01 34.1037240193249
1998-11-01 34.1249057997081
1998-12-01 34.2154434538345
1999-01-01 33.7694325741679
1999-02-01 34.1464318440328
1999-03-01 34.5654331110106
1999-04-01 34.5963437663503
1999-05-01 34.5431115031843
1999-06-01 34.6234494932733
1999-07-01 35.0998404185807
1999-08-01 35.1358189393592
1999-09-01 35.5846027287723
1999-10-01 35.1834814550023
1999-11-01 35.1019697703025
1999-12-01 35.2415517078687
2000-01-01 34.8881592596171
2000-02-01 35.1307762402940
2000-03-01 34.9473076908932
2000-04-01 35.3460561960318
2000-05-01 35.5641113742045
2000-06-01 35.4069716608799
2000-07-01 35.3397072599320
2000-08-01 35.1094809867691
2000-09-01 35.3766045338374
2000-10-01 35.5596031538773
2000-11-01 35.6806358586980
2000-12-01 35.6721553950019
2001-01-01 35.6010241430567
2001-02-01 35.5700132153874
2001-03-01 35.6238978959644
2001-04-01 35.6893018569624
2001-05-01 35.8882241108114
2001-06-01 35.9693963185835
2001-07-01 35.8154904986223
2001-08-01 35.9076399808950
2001-09-01 36.0018977860191
2001-10-01 35.6276252032242
2001-11-01 35.6491207666545
2001-12-01 35.7045045210541
2002-01-01 35.8961996231581
2002-02-01 35.7899375833588
2002-03-01 35.7953803638662
2002-04-01 35.4452608638705
2002-05-01 35.8000350019322
2002-06-01 35.9076196464006
2002-07-01 36.3033008254052
2002-08-01 36.5371241967080
2002-09-01 36.3376545814817
2002-10-01 36.3863744329932
2002-11-01 36.6327193508521
2002-12-01 36.5367907012476
2003-01-01 37.0811106427491
2003-02-01 36.9098314206084
2003-03-01 36.7513793968576
2003-04-01 36.8015068587665
2003-05-01 36.8137215726472
2003-06-01 36.7367008410871
2003-07-01 36.7781791279119
2003-08-01 37.0901401679289
2003-09-01 37.0877493467295
2003-10-01 37.4400242796529
2003-11-01 37.3086359534016
2003-12-01 37.3484129758429
2004-01-01 37.3639726912825
2004-02-01 37.5659831499053
2004-03-01 37.6159085136271
2004-04-01 37.6772898972540
2004-05-01 37.4097594020828
2004-06-01 37.5430419403075
2004-07-01 37.3277224369494
2004-08-01 37.0590199327971
2004-09-01 37.8282881030956
2004-10-01 37.5977105188045
2004-11-01 37.5987262082966
2004-12-01 37.6303805243805
2005-01-01 37.1465207020790
2005-02-01 37.4598771903700
2005-03-01 37.5064516959544
2005-04-01 37.3644970363503
2005-05-01 37.5996829212761
2005-06-01 37.4213864288216
2005-07-01 37.5523913531287
2005-08-01 37.3288158608506
2005-09-01 37.3563555916574
2005-10-01 37.3698767643319
2005-11-01 37.2872717447264
2005-12-01 37.0929572131688
2006-01-01 37.3261549005179
2006-02-01 37.4852825574646
2006-03-01 37.5148483162860
2006-04-01 37.5980512132287
2006-05-01 37.3669639453123
2006-06-01 37.3958620683226
2006-07-01 37.3380619152012
2006-08-01 37.2857864034467
2006-09-01 37.2574975840705
2006-10-01 37.3709036363446
2006-11-01 37.3859964091574
2006-12-01 37.3541100021247
2007-01-01 37.4065269895379
2007-02-01 37.3127239939935
2007-03-01 37.3248708262819
2007-04-01 37.4349568835880
2007-05-01 37.7574004240946
2007-06-01 37.6829432647725
2007-07-01 37.5034159472721
2007-08-01 37.5086412186763
2007-09-01 37.6537773984078
2007-10-01 37.5955868023823
2007-11-01 37.6686130024065
2007-12-01 37.8340314779419
2008-01-01 37.7902554288158
2008-02-01 37.5279739415285
2008-03-01 37.3276937631399
2008-04-01 37.3871738964684
2008-05-01 37.3430066957781
2008-06-01 37.2745528769550
2008-07-01 37.1735978167587
2008-08-01 37.3178002206406
2008-09-01 37.2444769722905
2008-10-01 36.7317435180414
2008-11-01 36.3567045155995
2008-12-01 36.2299374848605
2009-01-01 36.0760435783821
2009-02-01 36.3267331652122
2009-03-01 36.0202411281827
2009-04-01 35.7248320733729
2009-05-01 35.7305988646579
2009-06-01 35.4588519927590
2009-07-01 35.6726191764036
2009-08-01 35.4164273731735
2009-09-01 35.4443727037415
2009-10-01 35.4597168804578
2009-11-01 35.4400802478195
2009-12-01 35.4478970373567
2010-01-01 35.1693538243109
2010-02-01 35.2171279148255
2010-03-01 35.2144159760044
2010-04-01 35.2620620734155
2010-05-01 35.0900958839009
2010-06-01 34.9362757810008
2010-07-01 35.2700434654449
2010-08-01 35.3175357809650
2010-09-01 35.3610898259396
2010-10-01 35.2883010301843
2010-11-01 35.5374855860589
2010-12-01 35.3636981832079
2011-01-01 35.4713240838535
2011-02-01 35.3989986904907
2011-03-01 35.4201471398729
2011-04-01 35.2774128680910
2011-05-01 35.2464291019883
2011-06-01 35.3070740080714
2011-07-01 35.2761752896193
2011-08-01 35.3088524673665
2011-09-01 35.3937721580878
2011-10-01 35.2963189785792
2011-11-01 35.3427034155176
2011-12-01 35.4878788183420
2012-01-01 35.9720478423037
2012-02-01 36.2796113211430
2012-03-01 36.0490478504115
2012-04-01 35.9892073263642
2012-05-01 36.0949250585856
2012-06-01 36.0737359595087
2012-07-01 35.8715848729526
2012-08-01 35.8995581615011
2012-09-01 36.0262726497906
2012-10-01 36.1996000217287
2012-11-01 36.2697412596671
2012-12-01 36.4977817127445
2013-01-01 35.7676366233694
2013-02-01 35.8572329571931
2013-03-01 35.9862951633024
2013-04-01 36.1938154676615
2013-05-01 36.2598506737109
2013-06-01 36.3675434980500
2013-07-01 36.1552970746176
2013-08-01 36.1827358314862
2013-09-01 35.9626404440671
2013-10-01 35.7728247946785
2013-11-01 35.7849113511256
2013-12-01 35.9175774890020
2014-01-01 35.6715462593968
2014-02-01 35.6284943860662
2014-03-01 35.6194115283089
2014-04-01 35.5035120237244
2014-05-01 35.5404909392349
2014-06-01 35.4832618651921
2014-07-01 35.5279382012343
2014-08-01 35.5613354681455
2014-09-01 35.5027891615821
2014-10-01 35.5524194266889
2014-11-01 35.2822968533250
2014-12-01 35.3223366587334
2015-01-01 35.3805351633255
2015-02-01 35.3959317156897
2015-03-01 35.3261578501157
2015-04-01 35.4078954945650
2015-05-01 35.4596966025781
2015-06-01 35.4274524025830
2015-07-01 35.4041530596468
2015-08-01 35.2382609475752
2015-09-01 35.5342267309712
2015-10-01 35.3302680518663
2015-11-01 35.3606162698712
2015-12-01 35.4439924387128
2016-01-01 35.4668669696313
2016-02-01 35.5594397815340
2016-03-01 35.6201904553734
2016-04-01 35.8155915554099
2016-05-01 35.7883575053426
2016-06-01 35.8757407327916
2016-07-01 36.1893317008545
2016-08-01 36.2251914514814
2016-09-01 36.2661508168774
2016-10-01 36.4249965514998
2016-11-01 36.5411259176339
2016-12-01 36.3609488112371
2017-01-01 36.2272892577795
2017-02-01 36.4095720529493
2017-03-01 36.3925697197368
2017-04-01 36.2177941415158
2017-05-01 36.3374599099533
2017-06-01 36.3486481417770
2017-07-01 36.0854980780833
2017-08-01 36.2244441384846
2017-09-01 36.0964774501057
2017-10-01 36.1126488420170
2017-11-01 36.2025879572668
2017-12-01 36.0815179805819
2018-01-01 35.8781215344536
2018-02-01 35.8618739869721
2018-03-01 35.8606102419384
2018-04-01 35.8270698126177
2018-05-01 35.6790394200034
2018-06-01 35.7170529728975
2018-07-01 35.6862088801824
2018-08-01 35.7272978987085
2018-09-01 35.8411489726617
2018-10-01 35.6109807347452
2018-11-01 35.5598549997703
2018-12-01 35.5785010240103
2019-01-01 35.7387156960018
2019-02-01 35.6252193870987
2019-03-01 35.6115046227543
2019-04-01 35.7332678916685
2019-05-01 35.8333958794801
2019-06-01 35.9850657780203
2019-07-01 35.6714958970862
2019-08-01 35.5351274733632
2019-09-01 35.3760265857676
2019-10-01 35.4170041813354
2019-11-01 35.2360583105596
2019-12-01 35.3692973153990
2020-01-01 35.4994008217734
2020-02-01 35.6001880388822
2020-03-01 35.4771637197003
2020-04-01 28.9349605900601
2020-05-01 30.6627862490725
2020-06-01 32.9189624366660
2020-07-01 33.2558715248253
2020-08-01 33.5608052562470
2020-09-01 34.2085553142755
2020-10-01 34.1312967479271
2020-11-01 34.4349821945722
2020-12-01 34.3461687740502
2021-01-01 34.4722817524061
2021-02-01 34.5737644851241
2021-03-01 34.8571076184499
2021-04-01 34.6330429592055
2021-05-01 34.6837124692463
2021-06-01 34.6283950960608
2021-07-01 34.8440718049440
2021-08-01 34.8937476406304
2021-09-01 34.8190282286936
2021-10-01 35.0524172427014
2021-11-01 35.1384085035127
2021-12-01 35.0196759677054
2022-01-01 34.9650692228412
2022-02-01 34.9537180999492
2022-03-01 35.2590262847711
2022-04-01 35.4412840592817
2022-05-01 35.0849672792693
2022-06-01 34.8960439944959
2022-07-01 35.3515611959974
2022-08-01 35.2127982889360
2022-09-01 35.1114705433357
2022-10-01 35.0726168953285
2022-11-01 35.1570795755473
2022-12-01 35.3966073475396
2023-01-01 35.4676000543249
2023-02-01 35.4476960391161
2023-03-01 35.3806785253073
2023-04-01 35.5506593539070
2023-05-01 35.4827376397702
2023-06-01 35.4439656684223
2023-07-01 35.2588273073214
2023-08-01 35.2175197713217
2023-09-01 35.2788300327950
2023-10-01 35.1966785716816
2023-11-01 35.0886702340973
2023-12-01 34.8839424939594
2024-01-01 35.4643600552259
2024-02-01 35.1515627319697
2024-03-01 35.0246763481206
2024-04-01 34.9564606136233
2024-05-01 35.0730121587205
2024-06-01 35.2867955742830
2024-07-01 34.8723576948762
2024-08-01 34.8102428141628
2024-09-01 34.9397879216938
2024-10-01 35.0065550274472
2024-11-01 35.1270448444513
2024-12-01 35.1874921519523
2025-01-01 35.0556017925386
2025-02-01 35.2525613009935
2025-03-01 35.2660559030439
2025-04-01 35.2652918617756
2025-05-01 35.2648235940090
2025-06-01 35.4512182225568
2025-07-01 35.3828405916369
2025-08-01 35.5024918302571
2025-09-01 35.4059718601861
2025-10-01 35.2060636165630
2025-11-01 35.0397043691041
2025-12-01 34.9952030138311
2026-01-01 35.0568167209145
2026-02-01 34.8561598316739
2026-03-01 34.7889601587759
2026-04-01 34.8725228432980
2026-05-01 34.8666028906553

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