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 2025-08-01 |
| Last Updated | 2025-09-20 4:31 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 | 39.011308032765200 |
| 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 | 41.350955237271100 |
| 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 | 43.564520998595704 |
| 1993-09-01 | 43.801572572920290 |
| 1993-10-01 | 43.386190326050304 |
| 1993-11-01 | 43.379338904729300 |
| 1993-12-01 | 43.636089175073610 |
| 1994-01-01 | 43.795657405344490 |
| 1994-02-01 | 43.890784357922500 |
| 1994-03-01 | 43.809319870691600 |
| 1994-04-01 | 43.760084926343600 |
| 1994-05-01 | 43.716813690698004 |
| 1994-06-01 | 43.978191077999200 |
| 1994-07-01 | 43.826093518837900 |
| 1994-08-01 | 44.006784824277400 |
| 1994-09-01 | 44.175294596396206 |
| 1994-10-01 | 44.609896033930100 |
| 1994-11-01 | 44.607855155608700 |
| 1994-12-01 | 44.807858592643900 |
| 1995-01-01 | 44.415290152095300 |
| 1995-02-01 | 44.493552384385100 |
| 1995-03-01 | 44.943463397270406 |
| 1995-04-01 | 44.942467067456796 |
| 1995-05-01 | 45.278129461495300 |
| 1995-06-01 | 45.462914557314900 |
| 1995-07-01 | 44.813918881865400 |
| 1995-08-01 | 45.111376219535295 |
| 1995-09-01 | 45.462555406886800 |
| 1995-10-01 | 46.153581584934100 |
| 1995-11-01 | 46.212347373291500 |
| 1995-12-01 | 46.080871892977000 |
| 1996-01-01 | 46.141017627356206 |
| 1996-02-01 | 46.291443588452800 |
| 1996-03-01 | 46.266856551563606 |
| 1996-04-01 | 46.943654090339400 |
| 1996-05-01 | 47.052839147445600 |
| 1996-06-01 | 46.989895616129210 |
| 1996-07-01 | 47.082201159480000 |
| 1996-08-01 | 47.182339007874404 |
| 1996-09-01 | 47.464059060290204 |
| 1996-10-01 | 47.080473187577105 |
| 1996-11-01 | 47.195484916623600 |
| 1996-12-01 | 47.795636360156400 |
| 1997-01-01 | 47.859101389131496 |
| 1997-02-01 | 48.094179543821795 |
| 1997-03-01 | 48.196365346109890 |
| 1997-04-01 | 48.548548367825900 |
| 1997-05-01 | 48.737869003530800 |
| 1997-06-01 | 49.058281905496700 |
| 1997-07-01 | 49.233177649734000 |
| 1997-08-01 | 49.293742050420400 |
| 1997-09-01 | 49.533036681097606 |
| 1997-10-01 | 50.030833134302900 |
| 1997-11-01 | 50.066744075897596 |
| 1997-12-01 | 50.207435051690500 |
| 1998-01-01 | 51.281870931159105 |
| 1998-02-01 | 51.311243896652790 |
| 1998-03-01 | 51.533400653700895 |
| 1998-04-01 | 50.949284473655700 |
| 1998-05-01 | 51.250715343669010 |
| 1998-06-01 | 51.223715838611300 |
| 1998-07-01 | 51.587519306423204 |
| 1998-08-01 | 51.572865749570400 |
| 1998-09-01 | 50.993791525860610 |
| 1998-10-01 | 51.473615910924900 |
| 1998-11-01 | 52.044917964091795 |
| 1998-12-01 | 51.950096947879000 |
| 1999-01-01 | 52.185841906022000 |
| 1999-02-01 | 52.242257743703300 |
| 1999-03-01 | 52.272874563254100 |
| 1999-04-01 | 51.941155445833500 |
| 1999-05-01 | 51.870573096556900 |
| 1999-06-01 | 52.382599609075300 |
| 1999-07-01 | 53.170379608571800 |
| 1999-08-01 | 52.936324705292705 |
| 1999-09-01 | 52.841007105375205 |
| 1999-10-01 | 53.131348170682294 |
| 1999-11-01 | 52.809917549013500 |
| 1999-12-01 | 52.776537827324000 |
| 2000-01-01 | 52.589584604443600 |
| 2000-02-01 | 52.693937299645100 |
| 2000-03-01 | 53.007634199628110 |
| 2000-04-01 | 53.617864010884200 |
| 2000-05-01 | 53.982899032529900 |
| 2000-06-01 | 53.822929796612705 |
| 2000-07-01 | 53.772000462176510 |
| 2000-08-01 | 53.829563381283210 |
| 2000-09-01 | 54.123918020730100 |
| 2000-10-01 | 53.843249845268204 |
| 2000-11-01 | 53.881939430971300 |
| 2000-12-01 | 54.016041525045100 |
| 2001-01-01 | 53.186120295152210 |
| 2001-02-01 | 53.142689588020000 |
| 2001-03-01 | 53.739639961256400 |
| 2001-04-01 | 54.467429180003300 |
| 2001-05-01 | 54.362671688224104 |
| 2001-06-01 | 54.639965069568300 |
| 2001-07-01 | 55.014122953886800 |
| 2001-08-01 | 55.067518102134200 |
| 2001-09-01 | 55.200575129034500 |
| 2001-10-01 | 55.257450458625500 |
| 2001-11-01 | 55.680787463593596 |
| 2001-12-01 | 55.922822944812100 |
| 2002-01-01 | 56.499323004997500 |
| 2002-02-01 | 56.686754837935800 |
| 2002-03-01 | 56.865888621176500 |
| 2002-04-01 | 56.614099201069900 |
| 2002-05-01 | 56.537557131113500 |
| 2002-06-01 | 56.219859961363710 |
| 2002-07-01 | 57.033068735225804 |
| 2002-08-01 | 57.644550082412000 |
| 2002-09-01 | 57.918153723003300 |
| 2002-10-01 | 57.931113178336600 |
| 2002-11-01 | 58.503055583253200 |
| 2002-12-01 | 58.552395362750000 |
| 2003-01-01 | 58.711476121420205 |
| 2003-02-01 | 58.612877046571210 |
| 2003-03-01 | 58.451889540069890 |
| 2003-04-01 | 58.608371294155205 |
| 2003-05-01 | 58.609383724043700 |
| 2003-06-01 | 58.062321607649900 |
| 2003-07-01 | 58.015414620624895 |
| 2003-08-01 | 57.945296403426000 |
| 2003-09-01 | 57.775011476418705 |
| 2003-10-01 | 57.998445924854600 |
| 2003-11-01 | 57.844633839712600 |
| 2003-12-01 | 57.581379385077895 |
| 2004-01-01 | 58.130271763456400 |
| 2004-02-01 | 58.252697487440390 |
| 2004-03-01 | 58.450968067987400 |
| 2004-04-01 | 58.439380173569710 |
| 2004-05-01 | 58.279484944696290 |
| 2004-06-01 | 58.043798317954206 |
| 2004-07-01 | 58.346500293724900 |
| 2004-08-01 | 58.550861149561700 |
| 2004-09-01 | 58.859774229448900 |
| 2004-10-01 | 58.840003875741900 |
| 2004-11-01 | 58.700935962083500 |
| 2004-12-01 | 58.914300972368400 |
| 2005-01-01 | 58.761619159135506 |
| 2005-02-01 | 58.978066002049210 |
| 2005-03-01 | 59.242864495187206 |
| 2005-04-01 | 59.499757988171000 |
| 2005-05-01 | 59.743862886761704 |
| 2005-06-01 | 59.903424506063200 |
| 2005-07-01 | 60.092759940228994 |
| 2005-08-01 | 60.069771194182100 |
| 2005-09-01 | 59.921011303349104 |
| 2005-10-01 | 60.100768197184706 |
| 2005-11-01 | 60.258892714321100 |
| 2005-12-01 | 60.334095926232300 |
| 2006-01-01 | 60.388333339933100 |
| 2006-02-01 | 60.597926138716000 |
| 2006-03-01 | 60.638295162544900 |
| 2006-04-01 | 60.770144423225900 |
| 2006-05-01 | 61.134284019647204 |
| 2006-06-01 | 61.762087476627210 |
| 2006-07-01 | 61.608434356634795 |
| 2006-08-01 | 61.686265616178000 |
| 2006-09-01 | 62.101733936513300 |
| 2006-10-01 | 62.376981033853290 |
| 2006-11-01 | 62.495073503800110 |
| 2006-12-01 | 62.773616519730900 |
| 2007-01-01 | 62.178634710354004 |
| 2007-02-01 | 62.578240356932300 |
| 2007-03-01 | 62.915677437530700 |
| 2007-04-01 | 63.445483962053200 |
| 2007-05-01 | 63.549575599843600 |
| 2007-06-01 | 64.076590720712700 |
| 2007-07-01 | 63.955827037254494 |
| 2007-08-01 | 63.993315763190790 |
| 2007-09-01 | 63.879271167828800 |
| 2007-10-01 | 63.860403123716200 |
| 2007-11-01 | 63.792296171491900 |
| 2007-12-01 | 63.490315738257706 |
| 2008-01-01 | 64.047857686165400 |
| 2008-02-01 | 64.265855158615600 |
| 2008-03-01 | 64.320433472496100 |
| 2008-04-01 | 63.487439775482600 |
| 2008-05-01 | 63.674007029487704 |
| 2008-06-01 | 63.466310329039494 |
| 2008-07-01 | 62.995408138866500 |
| 2008-08-01 | 63.081534765987500 |
| 2008-09-01 | 63.168075251030100 |
| 2008-10-01 | 62.927512665497500 |
| 2008-11-01 | 63.076870197429294 |
| 2008-12-01 | 63.101828030073210 |
| 2009-01-01 | 63.608185231043390 |
| 2009-02-01 | 63.747927979517790 |
| 2009-03-01 | 63.935031242451900 |
| 2009-04-01 | 63.600916958174800 |
| 2009-05-01 | 63.583911032925300 |
| 2009-06-01 | 64.110292875988000 |
| 2009-07-01 | 64.393499513209200 |
| 2009-08-01 | 64.267111012437000 |
| 2009-09-01 | 63.913536442632000 |
| 2009-10-01 | 64.586273056610000 |
| 2009-11-01 | 64.644158192268400 |
| 2009-12-01 | 64.569827003133200 |
| 2010-01-01 | 64.797142228574200 |
| 2010-02-01 | 64.854819797768300 |
| 2010-03-01 | 64.955778420472710 |
| 2010-04-01 | 65.297604615285700 |
| 2010-05-01 | 65.198540605513100 |
| 2010-06-01 | 65.172541765828000 |
| 2010-07-01 | 65.494134697780800 |
| 2010-08-01 | 65.758213773934400 |
| 2010-09-01 | 65.637548599840400 |
| 2010-10-01 | 66.141973496037700 |
| 2010-11-01 | 66.397251579612800 |
| 2010-12-01 | 66.520811990414100 |
| 2011-01-01 | 66.208243719173100 |
| 2011-02-01 | 65.473829519079290 |
| 2011-03-01 | 66.089962797900600 |
| 2011-04-01 | 66.370280863826400 |
| 2011-05-01 | 66.697942352869100 |
| 2011-06-01 | 66.646043481367100 |
| 2011-07-01 | 67.032884944788890 |
| 2011-08-01 | 66.853444635313510 |
| 2011-09-01 | 66.728841024294500 |
| 2011-10-01 | 66.713094714670400 |
| 2011-11-01 | 66.349550802843000 |
| 2011-12-01 | 66.343333953578990 |
| 2012-01-01 | 66.321162629481900 |
| 2012-02-01 | 66.212528530352000 |
| 2012-03-01 | 65.931849000432700 |
| 2012-04-01 | 66.646678757542800 |
| 2012-05-01 | 66.817948902649500 |
| 2012-06-01 | 66.893438740211610 |
| 2012-07-01 | 66.762628560413200 |
| 2012-08-01 | 66.949058380186300 |
| 2012-09-01 | 67.086783926812000 |
| 2012-10-01 | 67.103824446910700 |
| 2012-11-01 | 67.315494621576700 |
| 2012-12-01 | 67.679063476555600 |
| 2013-01-01 | 67.832506593302600 |
| 2013-02-01 | 68.141383983406100 |
| 2013-03-01 | 68.150143097068010 |
| 2013-04-01 | 67.938844601595700 |
| 2013-05-01 | 67.852271172604100 |
| 2013-06-01 | 67.817692208984000 |
| 2013-07-01 | 67.709819803443610 |
| 2013-08-01 | 67.751173123114000 |
| 2013-09-01 | 67.927880132210800 |
| 2013-10-01 | 68.001033979685700 |
| 2013-11-01 | 68.194435555677500 |
| 2013-12-01 | 68.032858197172900 |
| 2014-01-01 | 68.032032912050900 |
| 2014-02-01 | 68.151359148417200 |
| 2014-03-01 | 68.253018024659100 |
| 2014-04-01 | 68.454927831864700 |
| 2014-05-01 | 68.503146366616700 |
| 2014-06-01 | 68.420448462009200 |
| 2014-07-01 | 68.420928350273700 |
| 2014-08-01 | 68.564147281503400 |
| 2014-09-01 | 68.669881378322800 |
| 2014-10-01 | 68.792029868513900 |
| 2014-11-01 | 68.892844032760000 |
| 2014-12-01 | 69.017516001809300 |
| 2015-01-01 | 69.025764731447000 |
| 2015-02-01 | 68.860029001566100 |
| 2015-03-01 | 68.959371858690700 |
| 2015-04-01 | 69.162907391267210 |
| 2015-05-01 | 69.134327078516000 |
| 2015-06-01 | 69.223776081342490 |
| 2015-07-01 | 70.219029488260700 |
| 2015-08-01 | 70.183251436409210 |
| 2015-09-01 | 70.338233019365100 |
| 2015-10-01 | 69.960854724737800 |
| 2015-11-01 | 70.206628428634900 |
| 2015-12-01 | 69.594843450808600 |
| 2016-01-01 | 70.421552608813000 |
| 2016-02-01 | 70.583442879457790 |
| 2016-03-01 | 70.686148267581400 |
| 2016-04-01 | 70.382117219116900 |
| 2016-05-01 | 70.134788850364000 |
| 2016-06-01 | 69.914295229632700 |
| 2016-07-01 | 70.479699736134100 |
| 2016-08-01 | 70.503437924201900 |
| 2016-09-01 | 70.632357189156790 |
| 2016-10-01 | 70.932684579593100 |
| 2016-11-01 | 70.840696693085500 |
| 2016-12-01 | 70.769375293795100 |
| 2017-01-01 | 70.622316809332200 |
| 2017-02-01 | 70.691142798987500 |
| 2017-03-01 | 70.701089318764090 |
| 2017-04-01 | 71.013991329848900 |
| 2017-05-01 | 71.230217606521210 |
| 2017-06-01 | 71.184982726283000 |
| 2017-07-01 | 71.139162274429510 |
| 2017-08-01 | 71.126649772782710 |
| 2017-09-01 | 71.155421941157900 |
| 2017-10-01 | 71.002431341235500 |
| 2017-11-01 | 70.982870759213300 |
| 2017-12-01 | 71.138430403996000 |
| 2018-01-01 | 71.521833093379100 |
| 2018-02-01 | 71.596844805365000 |
| 2018-03-01 | 72.015912724386100 |
| 2018-04-01 | 71.652673586474900 |
| 2018-05-01 | 71.734268680397210 |
| 2018-06-01 | 71.559222433822200 |
| 2018-07-01 | 71.580599600633010 |
| 2018-08-01 | 71.620936601645200 |
| 2018-09-01 | 71.901711381157600 |
| 2018-10-01 | 71.990317961282900 |
| 2018-11-01 | 71.989605701283210 |
| 2018-12-01 | 72.224253506034300 |
| 2019-01-01 | 72.332823846299200 |
| 2019-02-01 | 72.380386038582910 |
| 2019-03-01 | 72.831036198454910 |
| 2019-04-01 | 73.585214066019590 |
| 2019-05-01 | 73.461373675637090 |
| 2019-06-01 | 73.547354270706500 |
| 2019-07-01 | 73.024547068748500 |
| 2019-08-01 | 73.605355712477500 |
| 2019-09-01 | 73.830055797070700 |
| 2019-10-01 | 74.182458157529500 |
| 2019-11-01 | 74.370077066325500 |
| 2019-12-01 | 74.716724131675920 |
| 2020-01-01 | 74.441379442293910 |
| 2020-02-01 | 74.774851801516090 |
| 2020-03-01 | 74.754800656110090 |
| 2020-04-01 | 67.876746224325400 |
| 2020-05-01 | 69.604033455273510 |
| 2020-06-01 | 70.563839843839900 |
| 2020-07-01 | 70.653284186828800 |
| 2020-08-01 | 71.048374252086090 |
| 2020-09-01 | 71.236650508875800 |
| 2020-10-01 | 71.629134301474900 |
| 2020-11-01 | 71.742404208629600 |
| 2020-12-01 | 72.170826134410290 |
| 2021-01-01 | 72.557018567798700 |
| 2021-02-01 | 72.323014390401300 |
| 2021-03-01 | 73.159515283143300 |
| 2021-04-01 | 71.891336059087700 |
| 2021-05-01 | 71.783999668462200 |
| 2021-06-01 | 71.697881455357700 |
| 2021-07-01 | 71.909560356385500 |
| 2021-08-01 | 71.802612591676100 |
| 2021-09-01 | 71.200198394057900 |
| 2021-10-01 | 71.251857492106800 |
| 2021-11-01 | 71.304452131717000 |
| 2021-12-01 | 70.926368573830300 |
| 2022-01-01 | 70.873989659111600 |
| 2022-02-01 | 71.182961170787590 |
| 2022-03-01 | 71.452385565307600 |
| 2022-04-01 | 72.187162857292790 |
| 2022-05-01 | 72.558547199503900 |
| 2022-06-01 | 72.842547075881090 |
| 2022-07-01 | 72.985695569557800 |
| 2022-08-01 | 73.059336587407000 |
| 2022-09-01 | 73.649302068559300 |
| 2022-10-01 | 73.754879355402700 |
| 2022-11-01 | 74.146374143275500 |
| 2022-12-01 | 73.967214710131000 |
| 2023-01-01 | 74.920757778945000 |
| 2023-02-01 | 75.244894498557800 |
| 2023-03-01 | 75.548207395502600 |
| 2023-04-01 | 76.093892954780600 |
| 2023-05-01 | 76.320113292563900 |
| 2023-06-01 | 76.678023437296700 |
| 2023-07-01 | 77.408955568030790 |
| 2023-08-01 | 77.955297833557990 |
| 2023-09-01 | 78.268305748305900 |
| 2023-10-01 | 78.434599022093100 |
| 2023-11-01 | 78.790816621244590 |
| 2023-12-01 | 79.278081507804300 |
| 2024-01-01 | 79.859355754570400 |
| 2024-02-01 | 80.328541206052500 |
| 2024-03-01 | 80.833321770227400 |
| 2024-04-01 | 80.403178887997800 |
| 2024-05-01 | 80.574808663691700 |
| 2024-06-01 | 80.606913323140200 |
| 2024-07-01 | 80.447028474899410 |
| 2024-08-01 | 81.259516490696710 |
| 2024-09-01 | 81.710550333815290 |
| 2024-10-01 | 82.009655889169510 |
| 2024-11-01 | 82.250657839125300 |
| 2024-12-01 | 82.276385530614500 |
| 2025-01-01 | 81.982210944524000 |
| 2025-02-01 | 82.307938963396990 |
| 2025-03-01 | 82.610716236636100 |
| 2025-04-01 | 82.827587821812910 |
| 2025-05-01 | 83.103400081888710 |
| 2025-06-01 | 83.614494541503200 |
| 2025-07-01 | 83.496395696304700 |
| 2025-08-01 | 83.573143624485800 |