Table Data - All Employees: Other Services: Personal and Laundry Services in Oklahoma

Title All Employees: Other Services: Personal and Laundry Services in Oklahoma
Series ID SMU40000008081200001SA
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 2025-12-01
Last Updated 2026-01-28 2:20 AM CST
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 10.97763884988560
1990-02-01 11.03111657565440
1990-03-01 11.08250117998140
1990-04-01 11.16227467078970
1990-05-01 11.16835969383320
1990-06-01 11.27811938478130
1990-07-01 11.26867090165320
1990-08-01 11.41050221435890
1990-09-01 11.21439322000040
1990-10-01 10.86524053869440
1990-11-01 11.00387573158570
1990-12-01 11.13716461068340
1991-01-01 11.37485266467490
1991-02-01 11.42449225012440
1991-03-01 11.49048122916270
1991-04-01 11.45895080785260
1991-05-01 11.47464637952720
1991-06-01 11.58654548316690
1991-07-01 11.46956716048110
1991-08-01 11.50508359792350
1991-09-01 11.50814654798280
1991-10-01 11.56329709140190
1991-11-01 11.60900646459200
1991-12-01 11.53759906290690
1992-01-01 11.46723802552290
1992-02-01 11.41850356373900
1992-03-01 11.49742460960590
1992-04-01 11.45180038836310
1992-05-01 11.58070650430680
1992-06-01 11.49880715098050
1992-07-01 11.57912784533930
1992-08-01 11.59435272823830
1992-09-01 11.60365990679290
1992-10-01 11.66351878497870
1992-11-01 11.71423822943040
1992-12-01 11.83339135445680
1993-01-01 11.85716025363740
1993-02-01 11.92109039584810
1993-03-01 11.90351803080540
1993-04-01 12.03747472050090
1993-05-01 12.08532675511530
1993-06-01 12.10730386270900
1993-07-01 12.38847651460780
1993-08-01 12.27486928125100
1993-09-01 12.40395172157880
1993-10-01 12.47861242923080
1993-11-01 12.62539429774330
1993-12-01 12.53185063676400
1994-01-01 12.44652436334190
1994-02-01 12.52671928525740
1994-03-01 12.40332000207250
1994-04-01 12.41802722833790
1994-05-01 12.38246362271180
1994-06-01 12.39765648351720
1994-07-01 12.69841882684480
1994-08-01 12.56441899646290
1994-09-01 12.61438261022330
1994-10-01 12.60124286878350
1994-11-01 12.54012180695060
1994-12-01 12.52682986627060
1995-01-01 12.64551205668820
1995-02-01 12.63174557075570
1995-03-01 12.70535684536010
1995-04-01 12.69654627295630
1995-05-01 12.66694319930180
1995-06-01 12.66351366501140
1995-07-01 12.60140505044060
1995-08-01 12.65542063996000
1995-09-01 12.63354354612420
1995-10-01 12.63538872439390
1995-11-01 12.67190223348040
1995-12-01 12.63788092767610
1996-01-01 12.74605758473150
1996-02-01 12.63400394899050
1996-03-01 12.80147484244860
1996-04-01 12.66737769896110
1996-05-01 12.53070163624030
1996-06-01 12.50923485172530
1996-07-01 12.50958719196330
1996-08-01 12.56284606493090
1996-09-01 12.46813529042870
1996-10-01 12.36483001633130
1996-11-01 12.50382342745410
1996-12-01 12.54399406671230
1997-01-01 12.35479139458480
1997-02-01 12.33677173631350
1997-03-01 12.40735601777330
1997-04-01 12.23130668057190
1997-05-01 12.37882578974860
1997-06-01 12.45483213907790
1997-07-01 12.52072277262330
1997-08-01 12.47086578188060
1997-09-01 12.60869121967640
1997-10-01 12.69242733006750
1997-11-01 12.73241105578990
1997-12-01 12.85248667607110
1998-01-01 12.76642921622760
1998-02-01 12.83106353961090
1998-03-01 12.71275267383590
1998-04-01 12.70083287613730
1998-05-01 12.73075541203770
1998-06-01 12.70956906363000
1998-07-01 12.62928327178860
1998-08-01 12.57821644161710
1998-09-01 12.64899645936200
1998-10-01 12.21272988558980
1998-11-01 12.35641697958090
1998-12-01 12.45643415483200
1999-01-01 12.67340923983660
1999-02-01 12.72081316426970
1999-03-01 12.81979306000630
1999-04-01 12.97447088773350
1999-05-01 13.00314415146650
1999-06-01 12.98438425332970
1999-07-01 12.93366406866140
1999-08-01 12.86531459728110
1999-09-01 12.87114854633060
1999-10-01 12.93793702556330
1999-11-01 12.98641085515590
1999-12-01 12.87467991246760
2000-01-01 12.56560099773860
2000-02-01 12.40897325107620
2000-03-01 12.60650266309700
2000-04-01 12.75633547058640
2000-05-01 12.79722291893350
2000-06-01 12.78000934779010
2000-07-01 12.72937856780610
2000-08-01 12.84786531284840
2000-09-01 12.98314618302950
2000-10-01 13.16027663683230
2000-11-01 13.31296275912990
2000-12-01 13.28647958877920
2001-01-01 13.35516190272630
2001-02-01 13.50370680565360
2001-03-01 13.48390817014380
2001-04-01 13.44406789818090
2001-05-01 13.50823382126800
2001-06-01 13.59168032909510
2001-07-01 13.61449084646390
2001-08-01 13.72817269417600
2001-09-01 13.57674168189690
2001-10-01 13.59214803698420
2001-11-01 13.63328231388890
2001-12-01 13.60104082769790
2002-01-01 13.04386427781030
2002-02-01 12.89516754062300
2002-03-01 12.94946077009340
2002-04-01 12.94639394132960
2002-05-01 12.83423775413700
2002-06-01 12.80870021790430
2002-07-01 12.78820373787930
2002-08-01 12.81887629058980
2002-09-01 12.76088854249180
2002-10-01 12.51263303858820
2002-11-01 12.54722554399880
2002-12-01 12.40501149233460
2003-01-01 12.64402820618410
2003-02-01 12.69580818147000
2003-03-01 12.62054981932080
2003-04-01 12.55297181417730
2003-05-01 12.55392029234360
2003-06-01 12.52070659361320
2003-07-01 12.67010330630510
2003-08-01 12.51816468080780
2003-09-01 12.53145430393030
2003-10-01 12.63240552460350
2003-11-01 12.55667389511690
2003-12-01 12.61094195697890
2004-01-01 12.54720116454350
2004-02-01 12.58919323695830
2004-03-01 12.59415516741760
2004-04-01 12.56561412393760
2004-05-01 12.56486585168040
2004-06-01 12.53467501621000
2004-07-01 12.56656500313490
2004-08-01 12.43192520075660
2004-09-01 12.40172172165180
2004-10-01 12.23045766156750
2004-11-01 12.14975080112000
2004-12-01 12.31079396551890
2005-01-01 12.46267019503030
2005-02-01 12.38442436745920
2005-03-01 12.37539182035530
2005-04-01 12.47748954995380
2005-05-01 12.36854577273190
2005-06-01 12.44544811748030
2005-07-01 12.48216675640250
2005-08-01 12.45015735492360
2005-09-01 12.47698510239080
2005-10-01 12.52184821960390
2005-11-01 12.43113664135520
2005-12-01 12.41238054882940
2006-01-01 12.27098974624540
2006-02-01 12.27296893405430
2006-03-01 12.35860987571730
2006-04-01 12.19127703215450
2006-05-01 12.57599227946700
2006-06-01 12.66254477260700
2006-07-01 12.60138191970090
2006-08-01 12.76690678464900
2006-09-01 12.86374200530680
2006-10-01 12.89946485802320
2006-11-01 13.10287133924990
2006-12-01 13.21235822482010
2007-01-01 13.28431697749460
2007-02-01 13.47491887445330
2007-03-01 13.44777346259030
2007-04-01 13.38985728885910
2007-05-01 13.57791535682720
2007-06-01 13.47076954058300
2007-07-01 13.62649327084160
2007-08-01 13.68504152623640
2007-09-01 13.76123497618380
2007-10-01 13.68074481293820
2007-11-01 13.67901746194370
2007-12-01 13.60618090805430
2008-01-01 13.69375235239990
2008-02-01 13.67670925257240
2008-03-01 13.64829486986130
2008-04-01 13.58007766337850
2008-05-01 13.47407993179240
2008-06-01 13.38050994039960
2008-07-01 13.53164595113800
2008-08-01 13.61203865025880
2008-09-01 13.56179037762960
2008-10-01 13.66547330169580
2008-11-01 13.55930547663110
2008-12-01 13.60460626854890
2009-01-01 13.60789982616600
2009-02-01 13.48063905429240
2009-03-01 13.45544930363800
2009-04-01 13.25991437703290
2009-05-01 13.16645497714560
2009-06-01 12.97902072364700
2009-07-01 12.92907778870420
2009-08-01 12.73502437162810
2009-09-01 12.57659568232510
2009-10-01 12.45485738934650
2009-11-01 12.45208684532310
2009-12-01 12.19964575675400
2010-01-01 12.01044081300520
2010-02-01 11.98238008869510
2010-03-01 11.97209438314640
2010-04-01 12.04635114586280
2010-05-01 11.96220456018790
2010-06-01 11.98164137092910
2010-07-01 11.80110639047410
2010-08-01 11.74911305702550
2010-09-01 11.89127493307580
2010-10-01 11.95372761291480
2010-11-01 11.94330195140800
2010-12-01 12.00390511131180
2011-01-01 11.90811233253940
2011-02-01 11.78509585028810
2011-03-01 11.89464164652210
2011-04-01 12.04810644891420
2011-05-01 12.05400048998720
2011-06-01 12.07404871535020
2011-07-01 12.17598671454360
2011-08-01 12.04781463386590
2011-09-01 12.20644844387420
2011-10-01 12.05589681535620
2011-11-01 12.14271202565530
2011-12-01 12.00946187554210
2012-01-01 12.19142697149220
2012-02-01 12.27883365099190
2012-03-01 12.32101162492750
2012-04-01 12.27412446537320
2012-05-01 12.25325100222110
2012-06-01 12.17764714210530
2012-07-01 12.03447662846980
2012-08-01 12.12941930695480
2012-09-01 12.00579079719530
2012-10-01 12.17016628423290
2012-11-01 12.04773874053700
2012-12-01 12.12920279594840
2013-01-01 12.06368015990910
2013-02-01 12.06528534854990
2013-03-01 12.04059196720720
2013-04-01 12.00907060530470
2013-05-01 11.96345236481480
2013-06-01 11.98390315661300
2013-07-01 12.10423864653210
2013-08-01 12.19695628889210
2013-09-01 12.00137523875690
2013-10-01 11.97503867384340
2013-11-01 12.06059957694170
2013-12-01 11.94089213201100
2014-01-01 12.03678798312410
2014-02-01 11.95874479774580
2014-03-01 11.95991672511020
2014-04-01 11.94004013092670
2014-05-01 12.07956121304680
2014-06-01 12.09796365255270
2014-07-01 12.06992600306050
2014-08-01 12.06589859181660
2014-09-01 12.09008994350350
2014-10-01 12.07749604213400
2014-11-01 12.06604006400030
2014-12-01 12.05314415619480
2015-01-01 12.12200341295190
2015-02-01 12.15928936329710
2015-03-01 12.17558082634560
2015-04-01 12.15807405205590
2015-05-01 12.19354873363680
2015-06-01 12.20529622959720
2015-07-01 12.25505395825340
2015-08-01 12.34855575437730
2015-09-01 12.27799910011850
2015-10-01 12.26674953145650
2015-11-01 12.26567217253790
2015-12-01 12.15110657091980
2016-01-01 12.42427650887410
2016-02-01 12.36503251973020
2016-03-01 12.28704781527310
2016-04-01 12.26706818211180
2016-05-01 12.20705745078820
2016-06-01 12.21371737470270
2016-07-01 12.24266460905150
2016-08-01 12.24808898484680
2016-09-01 12.26337552087250
2016-10-01 12.15398529938350
2016-11-01 12.36611880163540
2016-12-01 12.24073045317770
2017-01-01 12.02874460604320
2017-02-01 12.16625634737110
2017-03-01 12.28939078597210
2017-04-01 12.47285129779450
2017-05-01 12.52295938427030
2017-06-01 12.72444292431050
2017-07-01 12.54417913096650
2017-08-01 12.55323877648320
2017-09-01 12.55812467375680
2017-10-01 12.63311587008200
2017-11-01 12.56093399754680
2017-12-01 12.51881302004410
2018-01-01 12.53461496329310
2018-02-01 12.57125038360900
2018-03-01 12.58786273096490
2018-04-01 12.57790639168650
2018-05-01 12.54235506793730
2018-06-01 12.73232920997990
2018-07-01 12.34675903844250
2018-08-01 12.56191151170080
2018-09-01 12.55769215438680
2018-10-01 12.61470932511120
2018-11-01 12.65234855656380
2018-12-01 12.60069853932180
2019-01-01 12.53386592193080
2019-02-01 12.57582390290620
2019-03-01 12.58673741671490
2019-04-01 12.48363767933280
2019-05-01 12.55760748374510
2019-06-01 12.53148735812770
2019-07-01 12.55422543370870
2019-08-01 12.46913797802380
2019-09-01 12.56239152868750
2019-10-01 12.50165874347370
2019-11-01 12.44466286875390
2019-12-01 12.59047100719760
2020-01-01 12.72904628287400
2020-02-01 12.78250752750190
2020-03-01 12.58266670671050
2020-04-01 7.88516697131892
2020-05-01 10.56605101416550
2020-06-01 11.32035307544670
2020-07-01 11.46806260064670
2020-08-01 11.57535319485520
2020-09-01 11.56703353406560
2020-10-01 11.69852398548900
2020-11-01 11.74496372190920
2020-12-01 11.88828691700740
2021-01-01 11.82073062890470
2021-02-01 11.67829628954970
2021-03-01 11.88303263976220
2021-04-01 11.87526045515390
2021-05-01 11.86698358716830
2021-06-01 12.01224401462050
2021-07-01 12.08885440422200
2021-08-01 12.17956942532640
2021-09-01 12.27730389385490
2021-10-01 12.30381853062130
2021-11-01 12.43668147929740
2021-12-01 12.49031710477480
2022-01-01 12.50719820654510
2022-02-01 12.57248787374030
2022-03-01 12.48930672462740
2022-04-01 12.76012044719820
2022-05-01 12.86406493721390
2022-06-01 12.90124919934050
2022-07-01 12.92238895760470
2022-08-01 12.88222353892470
2022-09-01 12.88941652007730
2022-10-01 12.90605122472620
2022-11-01 12.81944996877400
2022-12-01 12.89658190682580
2023-01-01 12.99951944031080
2023-02-01 12.96016327273390
2023-03-01 13.19634699874990
2023-04-01 13.14601334061430
2023-05-01 13.15818498025350
2023-06-01 13.29736868865060
2023-07-01 13.05753347542080
2023-08-01 13.18508105488620
2023-09-01 13.20374561576970
2023-10-01 13.20523652855110
2023-11-01 13.19862633811640
2023-12-01 13.19795729689880
2024-01-01 13.18968445059650
2024-02-01 13.34933945314590
2024-03-01 13.30070367052750
2024-04-01 13.34064851192420
2024-05-01 13.35674604251780
2024-06-01 13.29578682312560
2024-07-01 13.39140400382520
2024-08-01 13.38670664613480
2024-09-01 13.31183412620640
2024-10-01 13.50163045675140
2024-11-01 13.68016672007990
2024-12-01 13.69479977660490
2025-01-01 13.78583805260140
2025-02-01 13.83633797603260
2025-03-01 13.60384293650610
2025-04-01 13.63951007847140
2025-05-01 13.45729236716620
2025-06-01 13.70453279598920
2025-07-01 13.61269065269570
2025-08-01 13.78714551382410
2025-09-01 13.71775704850270
2025-10-01 13.79928599661960
2025-11-01 13.76460392627050
2025-12-01 13.68695155443780

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