Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Tulsa, OK (MSA)

Title All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Tulsa, OK (MSA)
Series ID SMU40461406056000001SA
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 2024-12-01
Last Updated 2025-01-29 5:21 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 14.625784663647899
1990-02-01 14.383718573094802
1990-03-01 14.620512901897600
1990-04-01 14.629186352488300
1990-05-01 14.771754530161300
1990-06-01 14.522538478002600
1990-07-01 14.523009870074999
1990-08-01 14.623922356302700
1990-09-01 15.155753772841100
1990-10-01 14.357020276003500
1990-11-01 14.468895139563598
1990-12-01 14.755145953930302
1991-01-01 15.566969861531800
1991-02-01 16.012952706554300
1991-03-01 16.329990594367900
1991-04-01 16.843675802398902
1991-05-01 16.787476043336600
1991-06-01 17.321271774815198
1991-07-01 16.622032202287900
1991-08-01 17.203945764922400
1991-09-01 17.037137208862100
1991-10-01 17.411181281075400
1991-11-01 17.219873578778600
1991-12-01 17.291070791342500
1992-01-01 17.462144111750400
1992-02-01 17.479150106823700
1992-03-01 16.652643667114900
1992-04-01 17.384982590138097
1992-05-01 17.623759207726200
1992-06-01 17.397075043590200
1992-07-01 17.917630605364300
1992-08-01 17.769372615767400
1992-09-01 18.196254032855300
1992-10-01 18.047530777953803
1992-11-01 18.545701463893398
1992-12-01 18.481813301545397
1993-01-01 18.814409332058002
1993-02-01 19.189903502146500
1993-03-01 19.109007389103000
1993-04-01 18.838457822531602
1993-05-01 18.912454008131600
1993-06-01 19.282336041926104
1993-07-01 19.612384353534200
1993-08-01 19.498720636598197
1993-09-01 19.604401989193804
1993-10-01 20.128819818184102
1993-11-01 20.088057842676100
1993-12-01 20.572255414664300
1994-01-01 20.191868839313300
1994-02-01 20.204308792892700
1994-03-01 20.072908244861400
1994-04-01 21.288102342145800
1994-05-01 21.485553424096498
1994-06-01 21.763041466187300
1994-07-01 21.877993096014400
1994-08-01 22.310125791394400
1994-09-01 22.085770062398100
1994-10-01 23.039164490238200
1994-11-01 23.314265585549897
1994-12-01 23.875767318810897
1995-01-01 22.649483465247503
1995-02-01 23.018169717306200
1995-03-01 23.358494784169398
1995-04-01 22.989880935048700
1995-05-01 22.882824521019803
1995-06-01 23.252754160704900
1995-07-01 22.232681676626200
1995-08-01 23.036715847476696
1995-09-01 23.067292583618897
1995-10-01 23.197003253999902
1995-11-01 23.493684858293100
1995-12-01 23.644453454212197
1996-01-01 23.451346773477997
1996-02-01 23.907842828577400
1996-03-01 24.036164395601602
1996-04-01 24.246293028387900
1996-05-01 24.664205427395500
1996-06-01 24.611954407468500
1996-07-01 24.457063790366398
1996-08-01 25.012444624613398
1996-09-01 24.868674840642700
1996-10-01 24.585864023895603
1996-11-01 24.628529152048003
1996-12-01 24.756326874065103
1997-01-01 24.705013594897498
1997-02-01 24.980493805259900
1997-03-01 25.016578437303100
1997-04-01 25.230135277534500
1997-05-01 25.401323919157900
1997-06-01 25.571035863100800
1997-07-01 26.592626260422300
1997-08-01 26.927744958899197
1997-09-01 27.333756528649698
1997-10-01 27.179983043601900
1997-11-01 27.244634139124800
1997-12-01 27.009167437535200
1998-01-01 28.732032407586400
1998-02-01 29.321475249009400
1998-03-01 29.465941090002698
1998-04-01 28.974273241639700
1998-05-01 29.887208333391900
1998-06-01 29.798012227386900
1998-07-01 29.826373392915603
1998-08-01 29.574762013034600
1998-09-01 29.488842244653500
1998-10-01 31.051834723357302
1998-11-01 30.553518447710500
1998-12-01 31.157665325466000
1999-01-01 30.033142928020396
1999-02-01 28.426585733087200
1999-03-01 27.872132834312000
1999-04-01 28.727807375795997
1999-05-01 28.677579889674500
1999-06-01 28.504214729592398
1999-07-01 28.558912187409600
1999-08-01 28.051331308402500
1999-09-01 28.326832648887702
1999-10-01 27.570755477922397
1999-11-01 27.694170925840200
1999-12-01 27.790620491080500
2000-01-01 27.895591504193600
2000-02-01 27.680450849469000
2000-03-01 28.230450147777000
2000-04-01 29.041863463556900
2000-05-01 28.930725721642500
2000-06-01 29.037436430104698
2000-07-01 29.350752681139397
2000-08-01 29.829948363199100
2000-09-01 29.880144951709600
2000-10-01 30.271148638134303
2000-11-01 30.275461246410604
2000-12-01 29.709032149909802
2001-01-01 30.324433895178900
2001-02-01 30.878414412836200
2001-03-01 31.035802528914700
2001-04-01 31.633000460485302
2001-05-01 31.208777461678000
2001-06-01 31.858701650590600
2001-07-01 31.816455404587497
2001-08-01 30.796547434325102
2001-09-01 29.798497874424000
2001-10-01 29.034132006376602
2001-11-01 29.395282114215900
2001-12-01 29.317979553337803
2002-01-01 28.741849165516200
2002-02-01 28.435022363411196
2002-03-01 28.030761846193800
2002-04-01 27.370729481671500
2002-05-01 27.665449723301100
2002-06-01 27.152998904864200
2002-07-01 26.262713715093398
2002-08-01 26.056476853532000
2002-09-01 25.933747522368500
2002-10-01 25.603601518060103
2002-11-01 25.192401885002500
2002-12-01 25.204705090134397
2003-01-01 25.062189228432900
2003-02-01 24.698687360321603
2003-03-01 24.216681692649400
2003-04-01 24.088184902902700
2003-05-01 24.022011953313400
2003-06-01 23.975321585896396
2003-07-01 24.414782411937400
2003-08-01 24.902457105336900
2003-09-01 25.075341839173102
2003-10-01 25.867543406840000
2003-11-01 26.271744449886800
2003-12-01 26.191105036456400
2004-01-01 27.701008740286900
2004-02-01 28.124699455447804
2004-03-01 27.646526670408303
2004-04-01 27.593113562375898
2004-05-01 27.298481385747000
2004-06-01 27.984800109343098
2004-07-01 28.713874636369000
2004-08-01 29.009081310501000
2004-09-01 29.673071070906897
2004-10-01 30.848840812086802
2004-11-01 30.885392675260800
2004-12-01 31.286024135377602
2005-01-01 31.956144685090603
2005-02-01 32.611386756033200
2005-03-01 33.082630201154000
2005-04-01 33.789203230654300
2005-05-01 33.778271758737000
2005-06-01 34.158557799074500
2005-07-01 34.480831078823400
2005-08-01 34.367935348688400
2005-09-01 35.066865823512900
2005-10-01 34.716230742240896
2005-11-01 35.037112535753800
2005-12-01 35.411402521385300
2006-01-01 34.835491486283300
2006-02-01 34.929413247496900
2006-03-01 34.959564515675694
2006-04-01 34.838828149228400
2006-05-01 35.378090476747600
2006-06-01 35.558929695898900
2006-07-01 35.488950292621800
2006-08-01 36.023048610333000
2006-09-01 35.926083364559600
2006-10-01 35.675011931803300
2006-11-01 35.727946819179600
2006-12-01 35.300014033381710
2007-01-01 35.221646675536900
2007-02-01 35.263473922674300
2007-03-01 35.665207427229500
2007-04-01 36.193550699856900
2007-05-01 36.465884068081900
2007-06-01 36.419742458835200
2007-07-01 36.384827450499900
2007-08-01 37.080363927918400
2007-09-01 36.530040904450700
2007-10-01 36.793081222361800
2007-11-01 36.819495891885900
2007-12-01 36.670919352339700
2008-01-01 38.213043175311000
2008-02-01 38.429729994377800
2008-03-01 38.406565948168100
2008-04-01 37.816819989324500
2008-05-01 37.451838465034100
2008-06-01 37.394949637066496
2008-07-01 37.221139550610500
2008-08-01 37.266700301502400
2008-09-01 37.280039634634704
2008-10-01 36.380536826632500
2008-11-01 35.813133847220100
2008-12-01 34.918463080995500
2009-01-01 32.511431066362300
2009-02-01 31.991455115498700
2009-03-01 31.364379928698803
2009-04-01 30.638846505900800
2009-05-01 30.439467156074600
2009-06-01 30.688249525737000
2009-07-01 29.929907540356500
2009-08-01 29.564013218760500
2009-09-01 29.122951446083103
2009-10-01 29.573586149420300
2009-11-01 29.866603896710100
2009-12-01 30.171191882627500
2010-01-01 30.143309456281300
2010-02-01 30.168777249103500
2010-03-01 30.241670347350800
2010-04-01 30.956609073716503
2010-05-01 30.784803434651604
2010-06-01 30.986505732891303
2010-07-01 30.806782794960300
2010-08-01 30.770588342996500
2010-09-01 30.657088873320102
2010-10-01 31.015252646444697
2010-11-01 30.622302722350998
2010-12-01 30.516415007994300
2011-01-01 29.992650115366896
2011-02-01 29.743959724537100
2011-03-01 29.938835829259000
2011-04-01 29.667231298803703
2011-05-01 29.567265457981100
2011-06-01 29.551454512926696
2011-07-01 30.021294028159698
2011-08-01 29.867298320046500
2011-09-01 30.300707763514900
2011-10-01 30.085647955078100
2011-11-01 29.878136726911897
2011-12-01 30.087656606357196
2012-01-01 30.240900544457602
2012-02-01 30.823781999705897
2012-03-01 30.527875115070700
2012-04-01 30.674909298318700
2012-05-01 30.677738596430302
2012-06-01 30.914221238224100
2012-07-01 30.938360405022998
2012-08-01 31.462459051630300
2012-09-01 31.060346333518400
2012-10-01 30.788302752016300
2012-11-01 31.305701888884002
2012-12-01 31.194593637288900
2013-01-01 31.035661781922100
2013-02-01 31.046352544526602
2013-03-01 31.112512761683900
2013-04-01 30.967730268856396
2013-05-01 31.078076493350600
2013-06-01 31.036301364443396
2013-07-01 31.412609997003997
2013-08-01 31.661151704204897
2013-09-01 31.519153681661102
2013-10-01 31.416116669397102
2013-11-01 31.556007984492800
2013-12-01 31.135319021518500
2014-01-01 31.705539470948000
2014-02-01 31.817622682610697
2014-03-01 32.074881864482700
2014-04-01 32.167662449580400
2014-05-01 32.390178316695600
2014-06-01 32.348953783005700
2014-07-01 32.016599060441610
2014-08-01 31.944097341093100
2014-09-01 32.053351491968300
2014-10-01 32.775327325283700
2014-11-01 32.944231215565900
2014-12-01 33.069011890338300
2015-01-01 33.560876056575600
2015-02-01 32.657239618620700
2015-03-01 32.630013453525700
2015-04-01 32.749329576627396
2015-05-01 32.972323679321700
2015-06-01 32.539877075776500
2015-07-01 33.047683415817104
2015-08-01 32.619128155904995
2015-09-01 32.260243661263196
2015-10-01 32.534911283433296
2015-11-01 32.212134182769496
2015-12-01 32.384467220620610
2016-01-01 32.546373799608304
2016-02-01 32.292994561595500
2016-03-01 32.153363431740196
2016-04-01 32.355426565688700
2016-05-01 32.299454387658600
2016-06-01 32.485550062398800
2016-07-01 32.253752424333500
2016-08-01 31.866678945462700
2016-09-01 32.526245437961300
2016-10-01 32.690494074407894
2016-11-01 32.685712474312600
2016-12-01 32.689404575215400
2017-01-01 33.121322356078600
2017-02-01 33.736682506419896
2017-03-01 34.461834684172004
2017-04-01 33.967983290801400
2017-05-01 33.989034677487600
2017-06-01 34.046072676033800
2017-07-01 33.557417462683100
2017-08-01 33.710518982319400
2017-09-01 33.794994288818000
2017-10-01 33.227653389588800
2017-11-01 33.202989817941100
2017-12-01 33.400797557533900
2018-01-01 32.603989728343800
2018-02-01 32.999353187546300
2018-03-01 33.442300663283700
2018-04-01 32.177340939052200
2018-05-01 32.375424724666196
2018-06-01 32.750013979405600
2018-07-01 32.962360720747600
2018-08-01 32.980905749118000
2018-09-01 32.879858181355800
2018-10-01 32.541962388891400
2018-11-01 32.810282245673500
2018-12-01 32.493329016928804
2019-01-01 32.156329794550800
2019-02-01 32.500277700390500
2019-03-01 32.502427308709805
2019-04-01 32.357633050848605
2019-05-01 32.764852914979600
2019-06-01 32.469309696107100
2019-07-01 32.757133762157600
2019-08-01 32.920945399614700
2019-09-01 32.790276608274105
2019-10-01 32.829896365296605
2019-11-01 32.571882533366100
2019-12-01 32.700971372909700
2020-01-01 32.827081032210700
2020-02-01 32.511433749768600
2020-03-01 32.435073109311105
2020-04-01 28.028184860676998
2020-05-01 28.083631556499100
2020-06-01 28.517641202957503
2020-07-01 28.648763380260000
2020-08-01 29.025708299982902
2020-09-01 28.903745641991200
2020-10-01 29.395176386142303
2020-11-01 29.562028023250400
2020-12-01 29.611323179620400
2021-01-01 29.890412349851605
2021-02-01 29.218167150685100
2021-03-01 29.977837945794803
2021-04-01 30.275200412126900
2021-05-01 30.177703185682700
2021-06-01 30.262380697787200
2021-07-01 30.145880403769898
2021-08-01 30.134657827849804
2021-09-01 30.318562998025400
2021-10-01 30.861684456034602
2021-11-01 31.138983611325802
2021-12-01 31.754446945851196
2022-01-01 32.101075251845400
2022-02-01 32.101638923500296
2022-03-01 32.418989287069700
2022-04-01 32.727105433118100
2022-05-01 32.723413447707100
2022-06-01 32.598962993390195
2022-07-01 33.367665929145800
2022-08-01 33.321699163898100
2022-09-01 33.811071003657396
2022-10-01 33.552118054301300
2022-11-01 33.742802476828196
2022-12-01 33.375433905279700
2023-01-01 33.224659203468600
2023-02-01 33.282228069311200
2023-03-01 33.382077601701900
2023-04-01 32.786075468666200
2023-05-01 32.681793364593894
2023-06-01 32.636802399051400
2023-07-01 31.075963445980800
2023-08-01 31.256683975770997
2023-09-01 31.290372085178800
2023-10-01 31.268216903130302
2023-11-01 30.523311563442302
2023-12-01 30.404260512743600
2024-01-01 30.277361778385803
2024-02-01 30.662619360218500
2024-03-01 30.148169514878997
2024-04-01 30.380833115369000
2024-05-01 30.428809561877700
2024-06-01 30.067476200904800
2024-07-01 30.585031148341000
2024-08-01 30.861989887768303
2024-09-01 30.666342282787200
2024-10-01 30.979867837670200
2024-11-01 31.526562382609896
2024-12-01 31.118854375736500

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