Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Hospitals in Tulsa, OK (MSA)

Title All Employees: Education and Health Services: Hospitals in Tulsa, OK (MSA)
Series ID SMU40461406562200001SA
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 2024-11-01
Last Updated 2024-12-21 5:23 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 18.960087054365900
1990-02-01 18.975951890261200
1990-03-01 19.011624351654500
1990-04-01 19.093351846132396
1990-05-01 19.038353387061000
1990-06-01 18.893722928518397
1990-07-01 19.369094320211698
1990-08-01 19.674853755554700
1990-09-01 19.347128915102100
1990-10-01 19.520535798776898
1990-11-01 19.634223430650200
1990-12-01 19.381664117821600
1991-01-01 19.062660041664200
1991-02-01 18.983935789184700
1991-03-01 19.013924311749800
1991-04-01 18.881281803835300
1991-05-01 19.230983709318900
1991-06-01 18.975943141154500
1991-07-01 19.082395047324700
1991-08-01 19.197202339947300
1991-09-01 18.842730473756000
1991-10-01 19.212987672461300
1991-11-01 19.328089514546200
1991-12-01 19.273887982407800
1992-01-01 19.677290787866603
1992-02-01 19.606548791219200
1992-03-01 19.521831372246800
1992-04-01 19.159790153801200
1992-05-01 19.303728034523700
1992-06-01 19.355095756335100
1992-07-01 19.501858144762398
1992-08-01 19.536535199533600
1992-09-01 19.531875445824000
1992-10-01 19.398731293226800
1992-11-01 19.416852112489604
1992-12-01 19.561143260368800
1993-01-01 19.903986123833900
1993-02-01 19.942777633191300
1993-03-01 19.941840272053800
1993-04-01 20.126526528968100
1993-05-01 20.069440901359500
1993-06-01 20.126817477101604
1993-07-01 19.918583823328000
1993-08-01 19.878068020652500
1993-09-01 19.921842295769600
1993-10-01 19.683654221097100
1993-11-01 19.604596103267000
1993-12-01 19.749505706386604
1994-01-01 19.632093995781700
1994-02-01 19.581903113381000
1994-03-01 19.571509445585200
1994-04-01 19.392656236461200
1994-05-01 19.330056069071897
1994-06-01 19.395782248808500
1994-07-01 19.226789614203103
1994-08-01 19.113914470830200
1994-09-01 19.120426176768600
1994-10-01 19.268229245632803
1994-11-01 19.303107038106500
1994-12-01 19.137464100029604
1995-01-01 18.952243830871000
1995-02-01 18.815680182987197
1995-03-01 18.997988755452198
1995-04-01 19.073243579480398
1995-05-01 19.107907925544200
1995-06-01 18.972673588470500
1995-07-01 19.102347115258397
1995-08-01 19.123382752763604
1995-09-01 19.340948459344700
1995-10-01 19.558756203416603
1995-11-01 19.600384410944300
1995-12-01 19.538534158402900
1996-01-01 19.262556679856200
1996-02-01 19.235716465291300
1996-03-01 19.320542885780100
1996-04-01 19.777416153468600
1996-05-01 19.791966687108896
1996-06-01 19.774228944943100
1996-07-01 19.650276273342200
1996-08-01 19.800270016418100
1996-09-01 19.973993220957000
1996-10-01 19.652621898798000
1996-11-01 19.702440922310800
1996-12-01 20.351436071606200
1997-01-01 19.959286969587300
1997-02-01 20.152550991353102
1997-03-01 20.141504845478100
1997-04-01 20.092956768612100
1997-05-01 20.087088109596600
1997-06-01 20.283768155801898
1997-07-01 20.291549969400602
1997-08-01 20.343728166511198
1997-09-01 20.501730957543200
1997-10-01 20.768888883607400
1997-11-01 20.807282488008603
1997-12-01 20.878646002760803
1998-01-01 21.443988844337500
1998-02-01 21.558513428607500
1998-03-01 21.654259918540397
1998-04-01 20.912682924413800
1998-05-01 20.897732542598600
1998-06-01 20.900610778585600
1998-07-01 21.034132600566497
1998-08-01 21.081807073384500
1998-09-01 20.527913406098400
1998-10-01 20.678558582066200
1998-11-01 20.712950250730000
1998-12-01 20.697408474642803
1999-01-01 21.531269024847700
1999-02-01 21.572365084675997
1999-03-01 21.454667597295000
1999-04-01 20.734209575469400
1999-05-01 20.809752139869200
1999-06-01 20.822118688553600
1999-07-01 21.088813850108302
1999-08-01 21.027086469995000
1999-09-01 20.953671753486397
1999-10-01 20.985627032613900
1999-11-01 20.898976510086502
1999-12-01 20.806847187164000
2000-01-01 20.530123777504603
2000-02-01 20.581600049624600
2000-03-01 20.555562764092500
2000-04-01 20.852538107644400
2000-05-01 20.921543506368000
2000-06-01 20.946704543465000
2000-07-01 20.761281064494103
2000-08-01 20.891457419117000
2000-09-01 20.879203056399500
2000-10-01 20.769170194433602
2000-11-01 20.876162685777500
2000-12-01 20.803108287610500
2001-01-01 20.034090629382000
2001-02-01 19.700691304078300
2001-03-01 20.062920121414800
2001-04-01 20.061797962179302
2001-05-01 20.025430638290200
2001-06-01 20.062015124088700
2001-07-01 20.259957315800300
2001-08-01 20.270995835422500
2001-09-01 20.293528977098998
2001-10-01 20.357108914671898
2001-11-01 20.350094998552300
2001-12-01 20.392451238227900
2002-01-01 20.442117363778802
2002-02-01 20.501477014866100
2002-03-01 20.567773752000000
2002-04-01 20.475032208921200
2002-05-01 20.539913957706300
2002-06-01 20.464479143974200
2002-07-01 20.561199361246800
2002-08-01 20.569639818669900
2002-09-01 20.610652399419802
2002-10-01 20.332024826689500
2002-11-01 20.933741268311397
2002-12-01 20.884662955621800
2003-01-01 20.142471425054200
2003-02-01 20.199344307599500
2003-03-01 20.069123526139100
2003-04-01 20.186973940763900
2003-05-01 20.157066389244303
2003-06-01 20.161520016067400
2003-07-01 19.959073244065000
2003-08-01 19.776624252339800
2003-09-01 19.818990460017396
2003-10-01 19.816859211472500
2003-11-01 19.718920181669500
2003-12-01 19.682959777471602
2004-01-01 19.747315359181400
2004-02-01 19.692135171969700
2004-03-01 19.773224199547400
2004-04-01 19.895051274771898
2004-05-01 19.973021822122200
2004-06-01 20.044535510199896
2004-07-01 20.254126248903700
2004-08-01 20.388372296034700
2004-09-01 20.522602026281103
2004-10-01 20.603061023073302
2004-11-01 20.712712373000500
2004-12-01 20.797155188248800
2005-01-01 20.647237319976900
2005-02-01 20.791877493174898
2005-03-01 20.769885002298000
2005-04-01 20.701763824013398
2005-05-01 20.778550430311100
2005-06-01 20.821320984688200
2005-07-01 20.851784284954200
2005-08-01 20.906071118053700
2005-09-01 20.913478337740000
2005-10-01 21.102086310604502
2005-11-01 21.209375124090800
2005-12-01 21.317422761188200
2006-01-01 21.454730516885900
2006-02-01 21.480736902480900
2006-03-01 21.559499629656802
2006-04-01 21.710830544222800
2006-05-01 21.678646834398304
2006-06-01 21.899178501764100
2006-07-01 22.044295869605600
2006-08-01 22.232468611525398
2006-09-01 22.411638956612300
2006-10-01 22.397317518128200
2006-11-01 22.511542596505900
2006-12-01 22.538970384491700
2007-01-01 22.653057628277500
2007-02-01 22.765272052768000
2007-03-01 22.846617239039100
2007-04-01 23.317453412784800
2007-05-01 23.374089101588897
2007-06-01 23.599039835867000
2007-07-01 23.539773635143000
2007-08-01 23.552979001055398
2007-09-01 23.612775141100503
2007-10-01 23.593573188194398
2007-11-01 23.608726860420603
2007-12-01 23.644958141692500
2008-01-01 23.754604796317600
2008-02-01 23.746433472309900
2008-03-01 23.740609964768100
2008-04-01 23.523832368001600
2008-05-01 23.569946191563300
2008-06-01 23.514236165350600
2008-07-01 23.339488179296900
2008-08-01 23.162432640271803
2008-09-01 23.224739029465898
2008-10-01 23.082763502123700
2008-11-01 22.999643814376000
2008-12-01 22.939650775751400
2009-01-01 23.645015223907105
2009-02-01 23.732543836359500
2009-03-01 23.742797938116304
2009-04-01 23.530525668650200
2009-05-01 23.269704448468800
2009-06-01 23.550365767787700
2009-07-01 23.546775804777800
2009-08-01 23.461945649397300
2009-09-01 23.529625684555000
2009-10-01 23.672107659144398
2009-11-01 23.680788040664800
2009-12-01 23.721018062580700
2010-01-01 23.733945315660800
2010-02-01 23.715641985276500
2010-03-01 23.752218088437400
2010-04-01 23.843398910142300
2010-05-01 23.783332545236900
2010-06-01 23.695228576995600
2010-07-01 23.754701490017000
2010-08-01 23.856851508977197
2010-09-01 23.731238168706300
2010-10-01 23.751368371978900
2010-11-01 23.758902386776600
2010-12-01 23.793906929124798
2011-01-01 23.615636377874498
2011-02-01 23.413391599967603
2011-03-01 23.672160722170100
2011-04-01 23.644810383385302
2011-05-01 24.007968731041700
2011-06-01 23.847440128548303
2011-07-01 23.964139732702698
2011-08-01 24.041265394611102
2011-09-01 23.921028605129000
2011-10-01 23.936176178916398
2011-11-01 23.935226289230800
2011-12-01 23.859137122447600
2012-01-01 23.905206846023300
2012-02-01 23.920240188525200
2012-03-01 23.992123435174303
2012-04-01 24.145080631093800
2012-05-01 24.244189593162602
2012-06-01 24.290878894977602
2012-07-01 24.263376966669604
2012-08-01 24.325226138667396
2012-09-01 24.500820798741497
2012-10-01 24.526009373770197
2012-11-01 24.513792816080798
2012-12-01 24.731191517846398
2013-01-01 25.005434414753200
2013-02-01 25.033453421661896
2013-03-01 25.204441065259600
2013-04-01 24.743085552836300
2013-05-01 24.674459290101600
2013-06-01 24.618846306421500
2013-07-01 24.563238033379196
2013-08-01 24.520826299633697
2013-09-01 24.571146729411502
2013-10-01 24.623194566736302
2013-11-01 24.499443147869396
2013-12-01 24.511737875506200
2014-01-01 24.410753398890900
2014-02-01 24.336400781066700
2014-03-01 24.208536103488697
2014-04-01 24.452484188090896
2014-05-01 24.402012969710498
2014-06-01 24.327799731908000
2014-07-01 24.354373196213498
2014-08-01 24.330697170523000
2014-09-01 24.144947969001198
2014-10-01 24.114332513506200
2014-11-01 24.098202637978602
2014-12-01 24.097216131073900
2015-01-01 23.921205634583202
2015-02-01 23.841798577263898
2015-03-01 23.808753764243697
2015-04-01 23.859108868609700
2015-05-01 23.716503648268700
2015-06-01 23.721053712067200
2015-07-01 24.047437275143400
2015-08-01 24.139905161643600
2015-09-01 24.133148554837998
2015-10-01 24.008695072728700
2015-11-01 24.104172463671397
2015-12-01 23.984649759452000
2016-01-01 23.932739350090397
2016-02-01 24.043246761677700
2016-03-01 24.209661084310397
2016-04-01 24.076728786192003
2016-05-01 24.020783050242100
2016-06-01 23.897465829137396
2016-07-01 23.831214736778000
2016-08-01 23.849114124175500
2016-09-01 23.934082625376398
2016-10-01 24.102529553143803
2016-11-01 23.915635697204800
2016-12-01 23.884338602429104
2017-01-01 23.937659248208000
2017-02-01 23.949178382236600
2017-03-01 23.916770075448103
2017-04-01 23.894414425047398
2017-05-01 24.012494982374300
2017-06-01 24.058449736445397
2017-07-01 24.113697205022802
2017-08-01 24.056594073522500
2017-09-01 24.146237805643302
2017-10-01 24.199376284201303
2017-11-01 24.126405158876900
2017-12-01 24.303083418873400
2018-01-01 24.330537026165900
2018-02-01 24.348169208476400
2018-03-01 24.326672659326600
2018-04-01 24.219110129989900
2018-05-01 24.103729287890395
2018-06-01 24.119792068096000
2018-07-01 23.983325052700100
2018-08-01 24.055862701884500
2018-09-01 24.066130234199900
2018-10-01 24.093751284039502
2018-11-01 24.133230118569198
2018-12-01 24.232470364408698
2019-01-01 24.229143148473398
2019-02-01 24.355110561827900
2019-03-01 24.435449516899300
2019-04-01 24.833777875412500
2019-05-01 24.800336557472300
2019-06-01 24.683875717814697
2019-07-01 24.549742696583000
2019-08-01 24.740907581778900
2019-09-01 24.779721858077195
2019-10-01 24.894858832071900
2019-11-01 24.932698039110400
2019-12-01 25.074041327444400
2020-01-01 25.142622839266600
2020-02-01 25.062202017861200
2020-03-01 25.136845645094400
2020-04-01 23.034365517307002
2020-05-01 23.504647825267400
2020-06-01 23.765309091913600
2020-07-01 23.912693594261700
2020-08-01 24.017905446242498
2020-09-01 24.074789617196700
2020-10-01 24.200216085031702
2020-11-01 24.332079627948500
2020-12-01 24.316997968142300
2021-01-01 24.471050404579500
2021-02-01 24.477248377546502
2021-03-01 24.627043636670603
2021-04-01 24.121605599267696
2021-05-01 24.013792921246900
2021-06-01 23.852484245702897
2021-07-01 23.789807468272500
2021-08-01 23.695364597288300
2021-09-01 23.449342486223802
2021-10-01 23.508101608494602
2021-11-01 23.538482175950500
2021-12-01 23.358166913554000
2022-01-01 23.303313423254600
2022-02-01 23.186202045967697
2022-03-01 23.407409598828500
2022-04-01 23.504763120732500
2022-05-01 23.620363333230700
2022-06-01 23.753791068021197
2022-07-01 23.979703038014400
2022-08-01 23.776557312012500
2022-09-01 23.920292152228900
2022-10-01 23.910980627272394
2022-11-01 23.951948246126900
2022-12-01 23.980862829193100
2023-01-01 24.135144142321600
2023-02-01 24.297610745057398
2023-03-01 24.386852165145100
2023-04-01 24.485818770131697
2023-05-01 24.426016927607000
2023-06-01 24.452263071878700
2023-07-01 24.584849799954600
2023-08-01 24.666267110212196
2023-09-01 24.789113135357297
2023-10-01 24.813116593435698
2023-11-01 24.669475626745000
2023-12-01 24.991445398665398
2024-01-01 24.857868421553900
2024-02-01 25.103716223098196
2024-03-01 25.271984764698000
2024-04-01 25.368465009593000
2024-05-01 25.425960827888197
2024-06-01 25.558189983464800
2024-07-01 25.493235321320600
2024-08-01 25.760895187772302
2024-09-01 25.869009021098300
2024-10-01 25.911699892344103
2024-11-01 25.984082463164896

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