Table Data - All Employees: Education and Health Services: Private Education and Health Services in Tulsa, OK (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | TULS140EDUH |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:11 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 | 37.542799158851500 |
| 1990-02-01 | 37.759706583411706 |
| 1990-03-01 | 37.955550695004796 |
| 1990-04-01 | 37.992859983527600 |
| 1990-05-01 | 37.680549857591900 |
| 1990-06-01 | 38.285298085188200 |
| 1990-07-01 | 38.597292700613500 |
| 1990-08-01 | 39.011308032765100 |
| 1990-09-01 | 38.996356933142500 |
| 1990-10-01 | 39.196066214591800 |
| 1990-11-01 | 39.346574107565200 |
| 1990-12-01 | 39.431098893984400 |
| 1991-01-01 | 39.239994299230300 |
| 1991-02-01 | 39.348369474300110 |
| 1991-03-01 | 39.253037175570505 |
| 1991-04-01 | 39.594424129912600 |
| 1991-05-01 | 39.692860199920396 |
| 1991-06-01 | 39.460656749024000 |
| 1991-07-01 | 39.730567014185400 |
| 1991-08-01 | 39.733579206807100 |
| 1991-09-01 | 39.876586579007600 |
| 1991-10-01 | 40.388133287082000 |
| 1991-11-01 | 40.552892931543795 |
| 1991-12-01 | 40.604822540448204 |
| 1992-01-01 | 40.949701679521105 |
| 1992-02-01 | 41.054920201315700 |
| 1992-03-01 | 41.350955237271100 |
| 1992-04-01 | 41.294774868495800 |
| 1992-05-01 | 41.387387720142400 |
| 1992-06-01 | 41.309335957738500 |
| 1992-07-01 | 41.878669999563300 |
| 1992-08-01 | 41.900075298908895 |
| 1992-09-01 | 42.340984600076794 |
| 1992-10-01 | 41.875492519220500 |
| 1992-11-01 | 41.761094584626704 |
| 1992-12-01 | 42.080583720344600 |
| 1993-01-01 | 42.569187667769900 |
| 1993-02-01 | 42.670489440780800 |
| 1993-03-01 | 42.769143894682100 |
| 1993-04-01 | 42.882960369841210 |
| 1993-05-01 | 42.962178022398795 |
| 1993-06-01 | 43.345529849996900 |
| 1993-07-01 | 43.315732820139800 |
| 1993-08-01 | 43.564520998595600 |
| 1993-09-01 | 43.801572572920200 |
| 1993-10-01 | 43.386190326050205 |
| 1993-11-01 | 43.379338904729394 |
| 1993-12-01 | 43.636089175073790 |
| 1994-01-01 | 43.795657405344900 |
| 1994-02-01 | 43.890784357922790 |
| 1994-03-01 | 43.809319870691600 |
| 1994-04-01 | 43.760084926343296 |
| 1994-05-01 | 43.716813690697606 |
| 1994-06-01 | 43.978191077998890 |
| 1994-07-01 | 43.826093518837794 |
| 1994-08-01 | 44.006784824277496 |
| 1994-09-01 | 44.175294596396206 |
| 1994-10-01 | 44.609896033929900 |
| 1994-11-01 | 44.607855155608400 |
| 1994-12-01 | 44.807858592643605 |
| 1995-01-01 | 44.415290152095790 |
| 1995-02-01 | 44.493552384386900 |
| 1995-03-01 | 44.943463397273100 |
| 1995-04-01 | 44.942467067459496 |
| 1995-05-01 | 45.278129461498100 |
| 1995-06-01 | 45.462914557312900 |
| 1995-07-01 | 44.813918881854600 |
| 1995-08-01 | 45.111376219518604 |
| 1995-09-01 | 45.462555406873100 |
| 1995-10-01 | 46.153581584932400 |
| 1995-11-01 | 46.212347373308710 |
| 1995-12-01 | 46.080871893018290 |
| 1996-01-01 | 46.141017627397005 |
| 1996-02-01 | 46.291443588465010 |
| 1996-03-01 | 46.266856551541790 |
| 1996-04-01 | 46.943654090300100 |
| 1996-05-01 | 47.052839147400206 |
| 1996-06-01 | 46.989895616119390 |
| 1996-07-01 | 47.082201159464795 |
| 1996-08-01 | 47.182339007840206 |
| 1996-09-01 | 47.464059060251100 |
| 1996-10-01 | 47.080473187578200 |
| 1996-11-01 | 47.195484916691400 |
| 1996-12-01 | 47.795636360324494 |
| 1997-01-01 | 47.859101389299710 |
| 1997-02-01 | 48.094179543871500 |
| 1997-03-01 | 48.196365346015995 |
| 1997-04-01 | 48.548548367647290 |
| 1997-05-01 | 48.737869003333300 |
| 1997-06-01 | 49.058281905439100 |
| 1997-07-01 | 49.233177649748790 |
| 1997-08-01 | 49.293742050403300 |
| 1997-09-01 | 49.533036680739400 |
| 1997-10-01 | 50.030833134332200 |
| 1997-11-01 | 50.066744076126696 |
| 1997-12-01 | 50.207435052027100 |
| 1998-01-01 | 51.281870931796600 |
| 1998-02-01 | 51.311243897483600 |
| 1998-03-01 | 51.533400654215710 |
| 1998-04-01 | 50.949284471585294 |
| 1998-05-01 | 51.250715343409794 |
| 1998-06-01 | 51.223715838258200 |
| 1998-07-01 | 51.587519306153400 |
| 1998-08-01 | 51.572865749499210 |
| 1998-09-01 | 50.993791525326300 |
| 1998-10-01 | 51.473615911035790 |
| 1998-11-01 | 52.044917964430800 |
| 1998-12-01 | 51.950096948614295 |
| 1999-01-01 | 52.185841907696506 |
| 1999-02-01 | 52.242257746327400 |
| 1999-03-01 | 52.272874565231504 |
| 1999-04-01 | 51.941155441799600 |
| 1999-05-01 | 51.870573095341400 |
| 1999-06-01 | 52.382599606126796 |
| 1999-07-01 | 53.170379607125700 |
| 1999-08-01 | 52.936324705192500 |
| 1999-09-01 | 52.841007105300600 |
| 1999-10-01 | 53.131348171421900 |
| 1999-11-01 | 52.809917549415900 |
| 1999-12-01 | 52.776537828822500 |
| 2000-01-01 | 52.589584608131600 |
| 2000-02-01 | 52.693937304926610 |
| 2000-03-01 | 53.007634204274900 |
| 2000-04-01 | 53.617864006704906 |
| 2000-05-01 | 53.982899033014710 |
| 2000-06-01 | 53.822929776467106 |
| 2000-07-01 | 53.772000462336500 |
| 2000-08-01 | 53.829563382697800 |
| 2000-09-01 | 54.123918022141600 |
| 2000-10-01 | 53.843249847434500 |
| 2000-11-01 | 53.881939432833995 |
| 2000-12-01 | 54.016041523339990 |
| 2001-01-01 | 53.186120302807204 |
| 2001-02-01 | 53.142689597364700 |
| 2001-03-01 | 53.739639971029300 |
| 2001-04-01 | 54.467429183658500 |
| 2001-05-01 | 54.362671699882200 |
| 2001-06-01 | 54.639965017033400 |
| 2001-07-01 | 55.014122960401400 |
| 2001-08-01 | 55.067518100233200 |
| 2001-09-01 | 55.200575117130100 |
| 2001-10-01 | 55.257450438907500 |
| 2001-11-01 | 55.680787451019000 |
| 2001-12-01 | 55.922822945285596 |
| 2002-01-01 | 56.499323046758000 |
| 2002-02-01 | 56.686754898479500 |
| 2002-03-01 | 56.865888673632100 |
| 2002-04-01 | 56.614099218803204 |
| 2002-05-01 | 56.537557130226000 |
| 2002-06-01 | 56.219859839815400 |
| 2002-07-01 | 57.033068722514000 |
| 2002-08-01 | 57.644550063640600 |
| 2002-09-01 | 57.918153689398400 |
| 2002-10-01 | 57.931113107762000 |
| 2002-11-01 | 58.503055533569500 |
| 2002-12-01 | 58.552395368848100 |
| 2003-01-01 | 58.711476235807000 |
| 2003-02-01 | 58.612877232497205 |
| 2003-03-01 | 58.451889711255000 |
| 2003-04-01 | 58.608371365754610 |
| 2003-05-01 | 58.609383694257005 |
| 2003-06-01 | 58.062321328532500 |
| 2003-07-01 | 58.015414549003000 |
| 2003-08-01 | 57.945296308106700 |
| 2003-09-01 | 57.775011366898500 |
| 2003-10-01 | 57.998445792278990 |
| 2003-11-01 | 57.844633744806394 |
| 2003-12-01 | 57.581379330475290 |
| 2004-01-01 | 58.130271825809295 |
| 2004-02-01 | 58.252698616601100 |
| 2004-03-01 | 58.450968176966600 |
| 2004-04-01 | 58.439380251433300 |
| 2004-05-01 | 58.279484993711300 |
| 2004-06-01 | 58.043797161931494 |
| 2004-07-01 | 58.346500268247006 |
| 2004-08-01 | 58.550860989540500 |
| 2004-09-01 | 58.859774086565800 |
| 2004-10-01 | 58.840003732726400 |
| 2004-11-01 | 58.700935845107100 |
| 2004-12-01 | 58.914300803008004 |
| 2005-01-01 | 58.761619433788400 |
| 2005-02-01 | 58.978068966330700 |
| 2005-03-01 | 59.242862703545100 |
| 2005-04-01 | 59.499759914285896 |
| 2005-05-01 | 59.743862574628600 |
| 2005-06-01 | 59.903421974062795 |
| 2005-07-01 | 60.092759626735790 |
| 2005-08-01 | 60.069770692614500 |
| 2005-09-01 | 59.921010775279800 |
| 2005-10-01 | 60.100767842875500 |
| 2005-11-01 | 60.258892957152400 |
| 2005-12-01 | 60.334096396172110 |
| 2006-01-01 | 60.388334373159800 |
| 2006-02-01 | 60.597931429696800 |
| 2006-03-01 | 60.638291985213300 |
| 2006-04-01 | 60.770149271935000 |
| 2006-05-01 | 61.134279209409705 |
| 2006-06-01 | 61.762084245059000 |
| 2006-07-01 | 61.608433887024600 |
| 2006-08-01 | 61.686264499571100 |
| 2006-09-01 | 62.101731482100000 |
| 2006-10-01 | 62.376981340863400 |
| 2006-11-01 | 62.495075718173600 |
| 2006-12-01 | 62.773619396508100 |
| 2007-01-01 | 62.178637721367500 |
| 2007-02-01 | 62.578247147004700 |
| 2007-03-01 | 62.915671729571800 |
| 2007-04-01 | 63.445490672046900 |
| 2007-05-01 | 63.549565191077700 |
| 2007-06-01 | 64.076587095396390 |
| 2007-07-01 | 63.955825825176700 |
| 2007-08-01 | 63.993314095159704 |
| 2007-09-01 | 63.879266551252000 |
| 2007-10-01 | 63.860402965138995 |
| 2007-11-01 | 63.792297957830705 |
| 2007-12-01 | 63.490334853494794 |
| 2008-01-01 | 64.047857195332700 |
| 2008-02-01 | 64.265864262009800 |
| 2008-03-01 | 64.320422968321510 |
| 2008-04-01 | 63.487443442467296 |
| 2008-05-01 | 63.673990004468790 |
| 2008-06-01 | 63.466306910102900 |
| 2008-07-01 | 62.995408349259100 |
| 2008-08-01 | 63.081532140152504 |
| 2008-09-01 | 63.168069487261200 |
| 2008-10-01 | 62.927514105733394 |
| 2008-11-01 | 63.076872051914100 |
| 2008-12-01 | 63.101864495554000 |
| 2009-01-01 | 63.608186611890900 |
| 2009-02-01 | 63.747947946206104 |
| 2009-03-01 | 63.934988236569700 |
| 2009-04-01 | 63.600926709769794 |
| 2009-05-01 | 63.583895703014896 |
| 2009-06-01 | 64.110285280967900 |
| 2009-07-01 | 64.393486329775800 |
| 2009-08-01 | 64.267084227437000 |
| 2009-09-01 | 63.913507006372500 |
| 2009-10-01 | 64.586268959328900 |
| 2009-11-01 | 64.644189988292100 |
| 2009-12-01 | 64.569952083761100 |
| 2010-01-01 | 64.797251518196790 |
| 2010-02-01 | 64.854932091107400 |
| 2010-03-01 | 64.955695405463000 |
| 2010-04-01 | 65.297504154276100 |
| 2010-05-01 | 65.198326897271400 |
| 2010-06-01 | 65.172347797373800 |
| 2010-07-01 | 65.494034054800210 |
| 2010-08-01 | 65.758200838267710 |
| 2010-09-01 | 65.637599485922100 |
| 2010-10-01 | 66.142094154504200 |
| 2010-11-01 | 66.397489257338600 |
| 2010-12-01 | 66.521217959377890 |
| 2011-01-01 | 66.208742308489700 |
| 2011-02-01 | 65.474223005531400 |
| 2011-03-01 | 66.089733882450100 |
| 2011-04-01 | 66.369639170978800 |
| 2011-05-01 | 66.696907901682900 |
| 2011-06-01 | 66.645158051923700 |
| 2011-07-01 | 67.032575748209600 |
| 2011-08-01 | 66.853705593966990 |
| 2011-09-01 | 66.729380711322790 |
| 2011-10-01 | 66.713637239822100 |
| 2011-11-01 | 66.350322806006500 |
| 2011-12-01 | 66.344366023663100 |
| 2012-01-01 | 66.322274529207200 |
| 2012-02-01 | 66.213462729923490 |
| 2012-03-01 | 65.931715806216600 |
| 2012-04-01 | 66.645730113338300 |
| 2012-05-01 | 66.812685515985300 |
| 2012-06-01 | 66.892067113725000 |
| 2012-07-01 | 66.761928181994600 |
| 2012-08-01 | 66.948902718433800 |
| 2012-09-01 | 67.091586642744200 |
| 2012-10-01 | 67.104038057102600 |
| 2012-11-01 | 67.316395436116600 |
| 2012-12-01 | 67.681612265982110 |
| 2013-01-01 | 67.834324473548290 |
| 2013-02-01 | 68.143103261712900 |
| 2013-03-01 | 68.149495889355300 |
| 2013-04-01 | 67.939490095603100 |
| 2013-05-01 | 67.837356077667110 |
| 2013-06-01 | 67.816442287221790 |
| 2013-07-01 | 67.709789795620200 |
| 2013-08-01 | 67.751160428056790 |
| 2013-09-01 | 67.937425491782500 |
| 2013-10-01 | 68.001459239892800 |
| 2013-11-01 | 68.195733060006600 |
| 2013-12-01 | 68.036839615783300 |
| 2014-01-01 | 68.034398469565290 |
| 2014-02-01 | 68.153657632800500 |
| 2014-03-01 | 68.251653125943290 |
| 2014-04-01 | 68.456964808746600 |
| 2014-05-01 | 68.478305364972800 |
| 2014-06-01 | 68.419347258907100 |
| 2014-07-01 | 68.421607995033210 |
| 2014-08-01 | 68.564210198079700 |
| 2014-09-01 | 68.684158300062600 |
| 2014-10-01 | 68.792718508183600 |
| 2014-11-01 | 68.894675254688100 |
| 2014-12-01 | 69.023356426653990 |
| 2015-01-01 | 69.029265987131800 |
| 2015-02-01 | 68.863079032740600 |
| 2015-03-01 | 68.956845375423300 |
| 2015-04-01 | 69.165384594799790 |
| 2015-05-01 | 69.101982436047490 |
| 2015-06-01 | 69.221594481000790 |
| 2015-07-01 | 70.219462084354200 |
| 2015-08-01 | 70.182674920143000 |
| 2015-09-01 | 70.352311220665700 |
| 2015-10-01 | 69.962661765089210 |
| 2015-11-01 | 70.211553549002290 |
| 2015-12-01 | 69.605462461056390 |
| 2016-01-01 | 70.430609815049300 |
| 2016-02-01 | 70.590436729126800 |
| 2016-03-01 | 70.684252604216500 |
| 2016-04-01 | 70.376233109348090 |
| 2016-05-01 | 70.097460852678400 |
| 2016-06-01 | 69.906828756925900 |
| 2016-07-01 | 70.476745264823300 |
| 2016-08-01 | 70.498336568446400 |
| 2016-09-01 | 70.643236818648400 |
| 2016-10-01 | 70.935157930418500 |
| 2016-11-01 | 70.851800310609290 |
| 2016-12-01 | 70.794728960234100 |
| 2017-01-01 | 70.643062755010500 |
| 2017-02-01 | 70.708720175964100 |
| 2017-03-01 | 70.706583160292500 |
| 2017-04-01 | 70.983542564457300 |
| 2017-05-01 | 71.180765774494900 |
| 2017-06-01 | 71.172368136862200 |
| 2017-07-01 | 71.126211305882590 |
| 2017-08-01 | 71.112898509854700 |
| 2017-09-01 | 71.157680305897500 |
| 2017-10-01 | 71.007707879771000 |
| 2017-11-01 | 71.004886159525800 |
| 2017-12-01 | 71.186695103254100 |
| 2018-01-01 | 71.573326037832000 |
| 2018-02-01 | 71.630254341470590 |
| 2018-03-01 | 72.037314994483990 |
| 2018-04-01 | 71.572646803381800 |
| 2018-05-01 | 71.663601879452410 |
| 2018-06-01 | 71.534503506089900 |
| 2018-07-01 | 71.558872723998700 |
| 2018-08-01 | 71.602997982146590 |
| 2018-09-01 | 71.887055200484910 |
| 2018-10-01 | 72.004858656428700 |
| 2018-11-01 | 72.029278373919300 |
| 2018-12-01 | 72.302883221199900 |
| 2019-01-01 | 72.414129104016510 |
| 2019-02-01 | 72.432653657617510 |
| 2019-03-01 | 72.866156337691410 |
| 2019-04-01 | 73.452052142907290 |
| 2019-05-01 | 73.361417196197210 |
| 2019-06-01 | 73.506681196549410 |
| 2019-07-01 | 72.991956727693010 |
| 2019-08-01 | 73.585199475570400 |
| 2019-09-01 | 73.802147215892090 |
| 2019-10-01 | 74.211711619744300 |
| 2019-11-01 | 74.432269808471000 |
| 2019-12-01 | 74.826538018424500 |
| 2020-01-01 | 74.554069952276590 |
| 2020-02-01 | 74.840217281561500 |
| 2020-03-01 | 74.788633307460000 |
| 2020-04-01 | 67.718083830385710 |
| 2020-05-01 | 69.483103728985900 |
| 2020-06-01 | 70.507984760727600 |
| 2020-07-01 | 70.619673485355000 |
| 2020-08-01 | 71.038020113824700 |
| 2020-09-01 | 71.202054443650100 |
| 2020-10-01 | 71.665442438766010 |
| 2020-11-01 | 71.830070412146090 |
| 2020-12-01 | 72.297843405632800 |
| 2021-01-01 | 72.667440424279500 |
| 2021-02-01 | 72.406614385228210 |
| 2021-03-01 | 73.172435078267100 |
| 2021-04-01 | 71.690776317697410 |
| 2021-05-01 | 71.648234315453210 |
| 2021-06-01 | 71.631019246502900 |
| 2021-07-01 | 71.872526395964300 |
| 2021-08-01 | 71.796114791787000 |
| 2021-09-01 | 71.178140144248500 |
| 2021-10-01 | 71.293647213196410 |
| 2021-11-01 | 71.430214944244910 |
| 2021-12-01 | 71.066546351747590 |
| 2022-01-01 | 70.954122263916900 |
| 2022-02-01 | 71.274942094428800 |
| 2022-03-01 | 71.436628453277410 |
| 2022-04-01 | 71.956911968364600 |
| 2022-05-01 | 72.418877956288090 |
| 2022-06-01 | 72.782978536714600 |
| 2022-07-01 | 72.950867249854400 |
| 2022-08-01 | 73.055501624229300 |
| 2022-09-01 | 73.638314364060210 |
| 2022-10-01 | 73.808566228659590 |
| 2022-11-01 | 74.320759597994910 |
| 2022-12-01 | 74.121090175137300 |
| 2023-01-01 | 74.953250288238790 |
| 2023-02-01 | 75.349741796590300 |
| 2023-03-01 | 75.503184601872800 |
| 2023-04-01 | 75.628339983585590 |
| 2023-05-01 | 75.887343081130710 |
| 2023-06-01 | 76.132560377948900 |
| 2023-07-01 | 76.760690020461500 |
| 2023-08-01 | 77.242695033292000 |
| 2023-09-01 | 77.684574398267800 |
| 2023-10-01 | 77.906985511604300 |
| 2023-11-01 | 77.915968934201400 |
| 2023-12-01 | 78.351105357396210 |
| 2024-01-01 | 78.738852129514700 |
| 2024-02-01 | 78.930951548773700 |
| 2024-03-01 | 79.364252299111500 |
| 2024-04-01 | 79.509431931640000 |
| 2024-05-01 | 79.240322212845400 |
| 2024-06-01 | 79.582332396705000 |
| 2024-07-01 | 79.682356875524200 |
| 2024-08-01 | 79.940475635017400 |
| 2024-09-01 | 80.046314634233500 |
