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 2024-11-01 |
| Last Updated | 2024-12-21 6:39 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 | 37.542799158851400 |
| 1990-02-01 | 37.759706583411706 |
| 1990-03-01 | 37.955550695004895 |
| 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 | 39.733579206807210 |
| 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 | 41.350955237271200 |
| 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 | 43.315732820139890 |
| 1993-08-01 | 43.564520998595800 |
| 1993-09-01 | 43.801572572920400 |
| 1993-10-01 | 43.386190326050304 |
| 1993-11-01 | 43.379338904729200 |
| 1993-12-01 | 43.636089175073394 |
| 1994-01-01 | 43.795657405344200 |
| 1994-02-01 | 43.890784357922300 |
| 1994-03-01 | 43.809319870691600 |
| 1994-04-01 | 43.760084926343900 |
| 1994-05-01 | 43.716813690698395 |
| 1994-06-01 | 43.978191077999500 |
| 1994-07-01 | 43.826093518837900 |
| 1994-08-01 | 44.006784824277400 |
| 1994-09-01 | 44.175294596396206 |
| 1994-10-01 | 44.609896033930205 |
| 1994-11-01 | 44.607855155608900 |
| 1994-12-01 | 44.807858592644300 |
| 1995-01-01 | 44.415290152094790 |
| 1995-02-01 | 44.493552384383400 |
| 1995-03-01 | 44.943463397267900 |
| 1995-04-01 | 44.942467067454300 |
| 1995-05-01 | 45.278129461492900 |
| 1995-06-01 | 45.462914557316890 |
| 1995-07-01 | 44.813918881875710 |
| 1995-08-01 | 45.111376219551000 |
| 1995-09-01 | 45.462555406899604 |
| 1995-10-01 | 46.153581584935395 |
| 1995-11-01 | 46.212347373275100 |
| 1995-12-01 | 46.080871892937790 |
| 1996-01-01 | 46.141017627317710 |
| 1996-02-01 | 46.291443588441400 |
| 1996-03-01 | 46.266856551584400 |
| 1996-04-01 | 46.943654090376900 |
| 1996-05-01 | 47.052839147488800 |
| 1996-06-01 | 46.989895616139094 |
| 1996-07-01 | 47.082201159494495 |
| 1996-08-01 | 47.182339007906290 |
| 1996-09-01 | 47.464059060326100 |
| 1996-10-01 | 47.080473187574796 |
| 1996-11-01 | 47.195484916558705 |
| 1996-12-01 | 47.795636359997300 |
| 1997-01-01 | 47.859101388973210 |
| 1997-02-01 | 48.094179543776210 |
| 1997-03-01 | 48.196365346200600 |
| 1997-04-01 | 48.548548367996396 |
| 1997-05-01 | 48.737869003717800 |
| 1997-06-01 | 49.058281905551400 |
| 1997-07-01 | 49.233177649719710 |
| 1997-08-01 | 49.293742050435000 |
| 1997-09-01 | 49.533036681424704 |
| 1997-10-01 | 50.030833134271300 |
| 1997-11-01 | 50.066744075679600 |
| 1997-12-01 | 50.207435051371000 |
| 1998-01-01 | 51.281870930568500 |
| 1998-02-01 | 51.311243895889795 |
| 1998-03-01 | 51.533400653236100 |
| 1998-04-01 | 50.949284475623500 |
| 1998-05-01 | 51.250715343904105 |
| 1998-06-01 | 51.223715838920300 |
| 1998-07-01 | 51.587519306646900 |
| 1998-08-01 | 51.572865749601710 |
| 1998-09-01 | 50.993791526320200 |
| 1998-10-01 | 51.473615910812400 |
| 1998-11-01 | 52.044917963794404 |
| 1998-12-01 | 51.950096947230400 |
| 1999-01-01 | 52.185841904518696 |
| 1999-02-01 | 52.242257741320900 |
| 1999-03-01 | 52.272874561458500 |
| 1999-04-01 | 51.941155449659206 |
| 1999-05-01 | 51.870573097640400 |
| 1999-06-01 | 52.382599611688100 |
| 1999-07-01 | 53.170379609805600 |
| 1999-08-01 | 52.936324705263100 |
| 1999-09-01 | 52.841007105348500 |
| 1999-10-01 | 53.131348170000200 |
| 1999-11-01 | 52.809917548742106 |
| 1999-12-01 | 52.776537826104494 |
| 2000-01-01 | 52.589584601211390 |
| 2000-02-01 | 52.693937294884800 |
| 2000-03-01 | 53.007634195384700 |
| 2000-04-01 | 53.617864014882900 |
| 2000-05-01 | 53.982899032025500 |
| 2000-06-01 | 53.822929814751600 |
| 2000-07-01 | 53.772000461805200 |
| 2000-08-01 | 53.829563379772300 |
| 2000-09-01 | 54.123918019234400 |
| 2000-10-01 | 53.843249843063710 |
| 2000-11-01 | 53.881939428971000 |
| 2000-12-01 | 54.016041527724894 |
| 2001-01-01 | 53.186120287873790 |
| 2001-02-01 | 53.142689579452295 |
| 2001-03-01 | 53.739639952933295 |
| 2001-04-01 | 54.467429178555605 |
| 2001-05-01 | 54.362671680110594 |
| 2001-06-01 | 54.639965118919200 |
| 2001-07-01 | 55.014122947660700 |
| 2001-08-01 | 55.067518099903495 |
| 2001-09-01 | 55.200575131966800 |
| 2001-10-01 | 55.257450466144896 |
| 2001-11-01 | 55.680787468909294 |
| 2001-12-01 | 55.922822951818600 |
| 2002-01-01 | 56.499322982017100 |
| 2002-02-01 | 56.686754804353800 |
| 2002-03-01 | 56.865888590317300 |
| 2002-04-01 | 56.614099186839200 |
| 2002-05-01 | 56.537557114123900 |
| 2002-06-01 | 56.219860039694990 |
| 2002-07-01 | 57.033068715773400 |
| 2002-08-01 | 57.644550079349200 |
| 2002-09-01 | 57.918153752140290 |
| 2002-10-01 | 57.931113263535000 |
| 2002-11-01 | 58.503055685918504 |
| 2002-12-01 | 58.552395420519890 |
| 2003-01-01 | 58.711476041877400 |
| 2003-02-01 | 58.612876871708500 |
| 2003-03-01 | 58.451889357817110 |
| 2003-04-01 | 58.608371189214600 |
| 2003-05-01 | 58.609383695224710 |
| 2003-06-01 | 58.062321787881400 |
| 2003-07-01 | 58.015414602132300 |
| 2003-08-01 | 57.945296415449600 |
| 2003-09-01 | 57.775011581652095 |
| 2003-10-01 | 57.998446177727790 |
| 2003-11-01 | 57.844634186338205 |
| 2003-12-01 | 57.581379638384400 |
| 2004-01-01 | 58.130271810179394 |
| 2004-02-01 | 58.252696593304100 |
| 2004-03-01 | 58.450967643820400 |
| 2004-04-01 | 58.439379819617000 |
| 2004-05-01 | 58.279484747251800 |
| 2004-06-01 | 58.043798887571896 |
| 2004-07-01 | 58.346500215442700 |
| 2004-08-01 | 58.550861224729900 |
| 2004-09-01 | 58.859774548776100 |
| 2004-10-01 | 58.840004366235505 |
| 2004-11-01 | 58.700936527699206 |
| 2004-12-01 | 58.914302156867600 |
| 2005-01-01 | 58.761619798997710 |
| 2005-02-01 | 58.978063402043500 |
| 2005-03-01 | 59.242863140740100 |
| 2005-04-01 | 59.499757354253900 |
| 2005-05-01 | 59.743862664674300 |
| 2005-06-01 | 59.903425423277206 |
| 2005-07-01 | 60.092759829291104 |
| 2005-08-01 | 60.069771425578900 |
| 2005-09-01 | 59.921011944320405 |
| 2005-10-01 | 60.100769120638300 |
| 2005-11-01 | 60.258893845427100 |
| 2005-12-01 | 60.334098377591000 |
| 2006-01-01 | 60.388334598360790 |
| 2006-02-01 | 60.597921539978400 |
| 2006-03-01 | 60.638292675539105 |
| 2006-04-01 | 60.770143636532794 |
| 2006-05-01 | 61.134282174257790 |
| 2006-06-01 | 61.762089227468700 |
| 2006-07-01 | 61.608434434425110 |
| 2006-08-01 | 61.686265763202500 |
| 2006-09-01 | 62.101735967317104 |
| 2006-10-01 | 62.376982348365400 |
| 2006-11-01 | 62.495075415054295 |
| 2006-12-01 | 62.773620534128600 |
| 2007-01-01 | 62.178636466458600 |
| 2007-02-01 | 62.578233799823400 |
| 2007-03-01 | 62.915673111054900 |
| 2007-04-01 | 63.445482667575100 |
| 2007-05-01 | 63.549572185363296 |
| 2007-06-01 | 64.076593144856100 |
| 2007-07-01 | 63.955827391862110 |
| 2007-08-01 | 63.993316259228600 |
| 2007-09-01 | 63.879274804864600 |
| 2007-10-01 | 63.860403806275300 |
| 2007-11-01 | 63.792297127216390 |
| 2007-12-01 | 63.490327148495500 |
| 2008-01-01 | 64.047858949278700 |
| 2008-02-01 | 64.265841938748710 |
| 2008-03-01 | 64.320429239578290 |
| 2008-04-01 | 63.487438578726900 |
| 2008-05-01 | 63.674001030024500 |
| 2008-06-01 | 63.466311939601600 |
| 2008-07-01 | 62.995413263108500 |
| 2008-08-01 | 63.081534359234700 |
| 2008-09-01 | 63.168079499472290 |
| 2008-10-01 | 62.927512410081604 |
| 2008-11-01 | 63.076869974037800 |
| 2008-12-01 | 63.101846227204600 |
| 2009-01-01 | 63.608185578847106 |
| 2009-02-01 | 63.747908859216200 |
| 2009-03-01 | 63.935027797229600 |
| 2009-04-01 | 63.600915402487400 |
| 2009-05-01 | 63.583904334474106 |
| 2009-06-01 | 64.110293206983400 |
| 2009-07-01 | 64.393509952214900 |
| 2009-08-01 | 64.267110102185000 |
| 2009-09-01 | 63.913539891255400 |
| 2009-10-01 | 64.586271107856400 |
| 2009-11-01 | 64.644155437690400 |
| 2009-12-01 | 64.569850097050110 |
| 2010-01-01 | 64.797139567441900 |
| 2010-02-01 | 64.854795497555900 |
| 2010-03-01 | 64.955779336071900 |
| 2010-04-01 | 65.297608049006700 |
| 2010-05-01 | 65.198541551510000 |
| 2010-06-01 | 65.172551738390000 |
| 2010-07-01 | 65.494156618596290 |
| 2010-08-01 | 65.758204112277300 |
| 2010-09-01 | 65.637528093157800 |
| 2010-10-01 | 66.141940243903500 |
| 2010-11-01 | 66.397211993032000 |
| 2010-12-01 | 66.520817800464710 |
| 2011-01-01 | 66.208272329322000 |
| 2011-02-01 | 65.473874715290600 |
| 2011-03-01 | 66.090030335870600 |
| 2011-04-01 | 66.370310024436800 |
| 2011-05-01 | 66.697929272810000 |
| 2011-06-01 | 66.646019402789290 |
| 2011-07-01 | 67.032879627555700 |
| 2011-08-01 | 66.853410953501800 |
| 2011-09-01 | 66.728770807014100 |
| 2011-10-01 | 66.712993321797000 |
| 2011-11-01 | 66.349423885863900 |
| 2011-12-01 | 66.343301686265400 |
| 2012-01-01 | 66.321291652493600 |
| 2012-02-01 | 66.212772530658800 |
| 2012-03-01 | 65.932097211439710 |
| 2012-04-01 | 66.646772076175000 |
| 2012-05-01 | 66.817884898724300 |
| 2012-06-01 | 66.893227308007200 |
| 2012-07-01 | 66.762544601977500 |
| 2012-08-01 | 66.949062258296700 |
| 2012-09-01 | 67.086555422999900 |
| 2012-10-01 | 67.103578031349500 |
| 2012-11-01 | 67.315309513366100 |
| 2012-12-01 | 67.679039209261500 |
| 2013-01-01 | 67.832519757450300 |
| 2013-02-01 | 68.141436505199300 |
| 2013-03-01 | 68.152403632207500 |
| 2013-04-01 | 67.938883062493290 |
| 2013-05-01 | 67.850756385128790 |
| 2013-06-01 | 67.817478423641900 |
| 2013-07-01 | 67.709797177523700 |
| 2013-08-01 | 67.751147877265910 |
| 2013-09-01 | 67.927466273377200 |
| 2013-10-01 | 68.000753377362800 |
| 2013-11-01 | 68.194250839888200 |
| 2013-12-01 | 68.032867123532500 |
| 2014-01-01 | 68.031982881624300 |
| 2014-02-01 | 68.151257963671700 |
| 2014-03-01 | 68.257272095182100 |
| 2014-04-01 | 68.454827115512300 |
| 2014-05-01 | 68.500037135042400 |
| 2014-06-01 | 68.420147311182500 |
| 2014-07-01 | 68.420956050725210 |
| 2014-08-01 | 68.564172849124400 |
| 2014-09-01 | 68.669402738856290 |
| 2014-10-01 | 68.791839839890600 |
| 2014-11-01 | 68.892768426466290 |
| 2014-12-01 | 69.017634657589600 |
| 2015-01-01 | 69.025594031004100 |
| 2015-02-01 | 68.859570782736400 |
| 2015-03-01 | 68.965444779174790 |
| 2015-04-01 | 69.162431337171710 |
| 2015-05-01 | 69.129478227579700 |
| 2015-06-01 | 69.223480651505300 |
| 2015-07-01 | 70.219181165193500 |
| 2015-08-01 | 70.183358217402600 |
| 2015-09-01 | 70.337937250522800 |
| 2015-10-01 | 69.961142306325400 |
| 2015-11-01 | 70.207079518534800 |
| 2015-12-01 | 69.595455136990000 |
| 2016-01-01 | 70.421633944040210 |
| 2016-02-01 | 70.582810310782590 |
| 2016-03-01 | 70.691933943454900 |
| 2016-04-01 | 70.378911270457300 |
| 2016-05-01 | 70.129517985853700 |
| 2016-06-01 | 69.914071518691700 |
| 2016-07-01 | 70.480822582541100 |
| 2016-08-01 | 70.504048797652900 |
| 2016-09-01 | 70.632721193929910 |
| 2016-10-01 | 70.934153668232300 |
| 2016-11-01 | 70.842703997129290 |
| 2016-12-01 | 70.769841539397500 |
| 2017-01-01 | 70.623281650330410 |
| 2017-02-01 | 70.689976521949600 |
| 2017-03-01 | 70.704967017791000 |
| 2017-04-01 | 71.003706524851600 |
| 2017-05-01 | 71.226077561127700 |
| 2017-06-01 | 71.185377782093000 |
| 2017-07-01 | 71.142168031519400 |
| 2017-08-01 | 71.128644457589090 |
| 2017-09-01 | 71.157275364512700 |
| 2017-10-01 | 71.006087898584000 |
| 2017-11-01 | 70.987305955493600 |
| 2017-12-01 | 71.138614474937200 |
| 2018-01-01 | 71.524122132670500 |
| 2018-02-01 | 71.597494950549000 |
| 2018-03-01 | 72.015520054065190 |
| 2018-04-01 | 71.621137162533290 |
| 2018-05-01 | 71.737760505992000 |
| 2018-06-01 | 71.562880996958910 |
| 2018-07-01 | 71.587186533651290 |
| 2018-08-01 | 71.626757024157800 |
| 2018-09-01 | 71.905330701910500 |
| 2018-10-01 | 71.995729037774710 |
| 2018-11-01 | 71.996330303204200 |
| 2018-12-01 | 72.224966163902300 |
| 2019-01-01 | 72.336922291000790 |
| 2019-02-01 | 72.381831511653800 |
| 2019-03-01 | 72.823491960236710 |
| 2019-04-01 | 73.530014547649600 |
| 2019-05-01 | 73.470811731021700 |
| 2019-06-01 | 73.554789616166900 |
| 2019-07-01 | 73.036258817421800 |
| 2019-08-01 | 73.617295706915500 |
| 2019-09-01 | 73.837290930000300 |
| 2019-10-01 | 74.190925598984010 |
| 2019-11-01 | 74.380138140570710 |
| 2019-12-01 | 74.721008383080500 |
| 2020-01-01 | 74.447713954791800 |
| 2020-02-01 | 74.773998296889500 |
| 2020-03-01 | 74.731300762495790 |
| 2020-04-01 | 67.805725084872800 |
| 2020-05-01 | 69.613599106323390 |
| 2020-06-01 | 70.577008135937590 |
| 2020-07-01 | 70.674058840864900 |
| 2020-08-01 | 71.073222502105300 |
| 2020-09-01 | 71.245073453705200 |
| 2020-10-01 | 71.634626189959790 |
| 2020-11-01 | 71.756941662915710 |
| 2020-12-01 | 72.181944315368090 |
| 2021-01-01 | 72.559542919290300 |
| 2021-02-01 | 72.333908848827200 |
| 2021-03-01 | 73.113164250946800 |
| 2021-04-01 | 71.782881362019210 |
| 2021-05-01 | 71.798818658232590 |
| 2021-06-01 | 71.711237106654510 |
| 2021-07-01 | 71.941579107256500 |
| 2021-08-01 | 71.847084583299500 |
| 2021-09-01 | 71.211090426469600 |
| 2021-10-01 | 71.258775735003200 |
| 2021-11-01 | 71.331913900182100 |
| 2021-12-01 | 70.954212015079900 |
| 2022-01-01 | 70.849859724894700 |
| 2022-02-01 | 71.208670718464400 |
| 2022-03-01 | 71.381963793377900 |
| 2022-04-01 | 72.038071022245500 |
| 2022-05-01 | 72.571561990672210 |
| 2022-06-01 | 72.872906138117000 |
| 2022-07-01 | 73.027542565159300 |
| 2022-08-01 | 73.121134685973300 |
| 2022-09-01 | 73.661766993291700 |
| 2022-10-01 | 73.765589820765580 |
| 2022-11-01 | 74.190652500943800 |
| 2022-12-01 | 74.015693773090590 |
| 2023-01-01 | 74.865825931501900 |
| 2023-02-01 | 75.288637933564400 |
| 2023-03-01 | 75.456093332324500 |
| 2023-04-01 | 75.693644554819400 |
| 2023-05-01 | 76.027878304095200 |
| 2023-06-01 | 76.224374434847090 |
| 2023-07-01 | 76.849730033118200 |
| 2023-08-01 | 77.333611552511900 |
| 2023-09-01 | 77.687355483004510 |
| 2023-10-01 | 77.859973359985900 |
| 2023-11-01 | 77.761801095765290 |
| 2023-12-01 | 78.254656444647600 |
| 2024-01-01 | 78.667018574481790 |
| 2024-02-01 | 78.878925454713400 |
| 2024-03-01 | 79.326185601335000 |
| 2024-04-01 | 79.562175945919900 |
| 2024-05-01 | 79.360235238082910 |
| 2024-06-01 | 79.676545366450500 |
| 2024-07-01 | 79.780018422761910 |
| 2024-08-01 | 80.049704094570900 |
| 2024-09-01 | 80.534793503710790 |
| 2024-10-01 | 80.846161253393400 |
| 2024-11-01 | 81.238365064402400 |
