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 2026-09-01 |
| Last Updated | 2026-10-20 9:56 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 | 37.5427991589 |
| 1990-02-01 | 37.7597065834 |
| 1990-03-01 | 37.9555506950 |
| 1990-04-01 | 37.9928599835 |
| 1990-05-01 | 37.6805498576 |
| 1990-06-01 | 38.2852980852 |
| 1990-07-01 | 38.5972927006 |
| 1990-08-01 | 39.0113080328 |
| 1990-09-01 | 38.9963569331 |
| 1990-10-01 | 39.1960662146 |
| 1990-11-01 | 39.3465741076 |
| 1990-12-01 | 39.4310988940 |
| 1991-01-01 | 39.2399942992 |
| 1991-02-01 | 39.3483694743 |
| 1991-03-01 | 39.2530371756 |
| 1991-04-01 | 39.5944241299 |
| 1991-05-01 | 39.6928601999 |
| 1991-06-01 | 39.4606567490 |
| 1991-07-01 | 39.7305670142 |
| 1991-08-01 | 39.7335792068 |
| 1991-09-01 | 39.8765865790 |
| 1991-10-01 | 40.3881332871 |
| 1991-11-01 | 40.5528929315 |
| 1991-12-01 | 40.6048225404 |
| 1992-01-01 | 40.9497016795 |
| 1992-02-01 | 41.0549202013 |
| 1992-03-01 | 41.3509552373 |
| 1992-04-01 | 41.2947748685 |
| 1992-05-01 | 41.3873877201 |
| 1992-06-01 | 41.3093359577 |
| 1992-07-01 | 41.8786699996 |
| 1992-08-01 | 41.9000752989 |
| 1992-09-01 | 42.3409846001 |
| 1992-10-01 | 41.8754925192 |
| 1992-11-01 | 41.7610945846 |
| 1992-12-01 | 42.0805837203 |
| 1993-01-01 | 42.5691876678 |
| 1993-02-01 | 42.6704894408 |
| 1993-03-01 | 42.7691438947 |
| 1993-04-01 | 42.8829603698 |
| 1993-05-01 | 42.9621780224 |
| 1993-06-01 | 43.3455298500 |
| 1993-07-01 | 43.3157328201 |
| 1993-08-01 | 43.5645209986 |
| 1993-09-01 | 43.8015725729 |
| 1993-10-01 | 43.3861903261 |
| 1993-11-01 | 43.3793389047 |
| 1993-12-01 | 43.6360891751 |
| 1994-01-01 | 43.7956574053 |
| 1994-02-01 | 43.8907843579 |
| 1994-03-01 | 43.8093198707 |
| 1994-04-01 | 43.7600849263 |
| 1994-05-01 | 43.7168136907 |
| 1994-06-01 | 43.9781910780 |
| 1994-07-01 | 43.8260935188 |
| 1994-08-01 | 44.0067848243 |
| 1994-09-01 | 44.1752945964 |
| 1994-10-01 | 44.6098960339 |
| 1994-11-01 | 44.6078551556 |
| 1994-12-01 | 44.8078585926 |
| 1995-01-01 | 44.4152901521 |
| 1995-02-01 | 44.4935523844 |
| 1995-03-01 | 44.9434633973 |
| 1995-04-01 | 44.9424670675 |
| 1995-05-01 | 45.2781294615 |
| 1995-06-01 | 45.4629145573 |
| 1995-07-01 | 44.8139188819 |
| 1995-08-01 | 45.1113762195 |
| 1995-09-01 | 45.4625554069 |
| 1995-10-01 | 46.1535815849 |
| 1995-11-01 | 46.2123473733 |
| 1995-12-01 | 46.0808718930 |
| 1996-01-01 | 46.1410176274 |
| 1996-02-01 | 46.2914435885 |
| 1996-03-01 | 46.2668565516 |
| 1996-04-01 | 46.9436540903 |
| 1996-05-01 | 47.0528391474 |
| 1996-06-01 | 46.9898956161 |
| 1996-07-01 | 47.0822011595 |
| 1996-08-01 | 47.1823390079 |
| 1996-09-01 | 47.4640590603 |
| 1996-10-01 | 47.0804731876 |
| 1996-11-01 | 47.1954849166 |
| 1996-12-01 | 47.7956363602 |
| 1997-01-01 | 47.8591013891 |
| 1997-02-01 | 48.0941795438 |
| 1997-03-01 | 48.1963653461 |
| 1997-04-01 | 48.5485483678 |
| 1997-05-01 | 48.7378690035 |
| 1997-06-01 | 49.0582819055 |
| 1997-07-01 | 49.2331776497 |
| 1997-08-01 | 49.2937420504 |
| 1997-09-01 | 49.5330366811 |
| 1997-10-01 | 50.0308331343 |
| 1997-11-01 | 50.0667440759 |
| 1997-12-01 | 50.2074350517 |
| 1998-01-01 | 51.2818709312 |
| 1998-02-01 | 51.3112438967 |
| 1998-03-01 | 51.5334006537 |
| 1998-04-01 | 50.9492844736 |
| 1998-05-01 | 51.2507153437 |
| 1998-06-01 | 51.2237158386 |
| 1998-07-01 | 51.5875193064 |
| 1998-08-01 | 51.5728657496 |
| 1998-09-01 | 50.9937915259 |
| 1998-10-01 | 51.4736159109 |
| 1998-11-01 | 52.0449179641 |
| 1998-12-01 | 51.9500969479 |
| 1999-01-01 | 52.1858419060 |
| 1999-02-01 | 52.2422577437 |
| 1999-03-01 | 52.2728745632 |
| 1999-04-01 | 51.9411554458 |
| 1999-05-01 | 51.8705730966 |
| 1999-06-01 | 52.3825996091 |
| 1999-07-01 | 53.1703796086 |
| 1999-08-01 | 52.9363247053 |
| 1999-09-01 | 52.8410071054 |
| 1999-10-01 | 53.1313481707 |
| 1999-11-01 | 52.8099175490 |
| 1999-12-01 | 52.7765378273 |
| 2000-01-01 | 52.5895846044 |
| 2000-02-01 | 52.6939372996 |
| 2000-03-01 | 53.0076341996 |
| 2000-04-01 | 53.6178640109 |
| 2000-05-01 | 53.9828990326 |
| 2000-06-01 | 53.8229297967 |
| 2000-07-01 | 53.7720004622 |
| 2000-08-01 | 53.8295633813 |
| 2000-09-01 | 54.1239180208 |
| 2000-10-01 | 53.8432498453 |
| 2000-11-01 | 53.8819394310 |
| 2000-12-01 | 54.0160415247 |
| 2001-01-01 | 53.1861202951 |
| 2001-02-01 | 53.1426895880 |
| 2001-03-01 | 53.7396399612 |
| 2001-04-01 | 54.4674291798 |
| 2001-05-01 | 54.3626716881 |
| 2001-06-01 | 54.6399650699 |
| 2001-07-01 | 55.0141229540 |
| 2001-08-01 | 55.0675181025 |
| 2001-09-01 | 55.2005751296 |
| 2001-10-01 | 55.2574504593 |
| 2001-11-01 | 55.6807874638 |
| 2001-12-01 | 55.9228229435 |
| 2002-01-01 | 56.4993230037 |
| 2002-02-01 | 56.6867548362 |
| 2002-03-01 | 56.8658886199 |
| 2002-04-01 | 56.6140992013 |
| 2002-05-01 | 56.5375571335 |
| 2002-06-01 | 56.2198599660 |
| 2002-07-01 | 57.0330687391 |
| 2002-08-01 | 57.6445500842 |
| 2002-09-01 | 57.9181537216 |
| 2002-10-01 | 57.9311131730 |
| 2002-11-01 | 58.5030555737 |
| 2002-12-01 | 58.5523953533 |
| 2003-01-01 | 58.7114761198 |
| 2003-02-01 | 58.6128770513 |
| 2003-03-01 | 58.4518895480 |
| 2003-04-01 | 58.6083713021 |
| 2003-05-01 | 58.6093837314 |
| 2003-06-01 | 58.0623216187 |
| 2003-07-01 | 58.0154146305 |
| 2003-08-01 | 57.9452964115 |
| 2003-09-01 | 57.7750114732 |
| 2003-10-01 | 57.9984459031 |
| 2003-11-01 | 57.8446337989 |
| 2003-12-01 | 57.5813793465 |
| 2004-01-01 | 58.1302717346 |
| 2004-02-01 | 58.2526974944 |
| 2004-03-01 | 58.4509681148 |
| 2004-04-01 | 58.4393802279 |
| 2004-05-01 | 58.2794849872 |
| 2004-06-01 | 58.0437983834 |
| 2004-07-01 | 58.3465003079 |
| 2004-08-01 | 58.5508611491 |
| 2004-09-01 | 58.8597741933 |
| 2004-10-01 | 58.8400038113 |
| 2004-11-01 | 58.7009358731 |
| 2004-12-01 | 58.9143008245 |
| 2005-01-01 | 58.7616189943 |
| 2005-02-01 | 58.9780660217 |
| 2005-03-01 | 59.2428648401 |
| 2005-04-01 | 59.4997579938 |
| 2005-05-01 | 59.7438630157 |
| 2005-06-01 | 59.9034247084 |
| 2005-07-01 | 60.0927599964 |
| 2005-08-01 | 60.0697711814 |
| 2005-09-01 | 59.9210112220 |
| 2005-10-01 | 60.1007680556 |
| 2005-11-01 | 60.2588924624 |
| 2005-12-01 | 60.3340955288 |
| 2006-01-01 | 60.3883329968 |
| 2006-02-01 | 60.5979261703 |
| 2006-03-01 | 60.6382957333 |
| 2006-04-01 | 60.7701441504 |
| 2006-05-01 | 61.1342852469 |
| 2006-06-01 | 61.7620875789 |
| 2006-07-01 | 61.6084343896 |
| 2006-08-01 | 61.6862656848 |
| 2006-09-01 | 62.1017336692 |
| 2006-10-01 | 62.3769807259 |
| 2006-11-01 | 62.4950729143 |
| 2006-12-01 | 62.7736157073 |
| 2007-01-01 | 62.1786341148 |
| 2007-02-01 | 62.5782404601 |
| 2007-03-01 | 62.9156783737 |
| 2007-04-01 | 63.4454834829 |
| 2007-05-01 | 63.5495780317 |
| 2007-06-01 | 64.0765907657 |
| 2007-07-01 | 63.9558272097 |
| 2007-08-01 | 63.9933158877 |
| 2007-09-01 | 63.8792706749 |
| 2007-10-01 | 63.8604029431 |
| 2007-11-01 | 63.7922958141 |
| 2007-12-01 | 63.4903121269 |
| 2008-01-01 | 64.0478572329 |
| 2008-02-01 | 64.2658568421 |
| 2008-03-01 | 64.3204342704 |
| 2008-04-01 | 63.4874390894 |
| 2008-05-01 | 63.6740106605 |
| 2008-06-01 | 63.4663101887 |
| 2008-07-01 | 62.9954087246 |
| 2008-08-01 | 63.0815348267 |
| 2008-09-01 | 63.1680745163 |
| 2008-10-01 | 62.9275125564 |
| 2008-11-01 | 63.0768700674 |
| 2008-12-01 | 63.1018216572 |
| 2009-01-01 | 63.6081848896 |
| 2009-02-01 | 63.7479311682 |
| 2009-03-01 | 63.9350323717 |
| 2009-04-01 | 63.6009161465 |
| 2009-05-01 | 63.5839146110 |
| 2009-06-01 | 64.1102926551 |
| 2009-07-01 | 64.3935006751 |
| 2009-08-01 | 64.2671112815 |
| 2009-09-01 | 63.9135363749 |
| 2009-10-01 | 64.5862740654 |
| 2009-11-01 | 64.6441591146 |
| 2009-12-01 | 64.5698177808 |
| 2010-01-01 | 64.7971410233 |
| 2010-02-01 | 64.8548220595 |
| 2010-03-01 | 64.9557765526 |
| 2010-04-01 | 65.2976020242 |
| 2010-05-01 | 65.1985444015 |
| 2010-06-01 | 65.1725433218 |
| 2010-07-01 | 65.4941394290 |
| 2010-08-01 | 65.7582176368 |
| 2010-09-01 | 65.6375525479 |
| 2010-10-01 | 66.1419784899 |
| 2010-11-01 | 66.3972555883 |
| 2010-12-01 | 66.5208016289 |
| 2011-01-01 | 66.2082348968 |
| 2011-02-01 | 65.4738174154 |
| 2011-03-01 | 66.0899461127 |
| 2011-04-01 | 66.3702727836 |
| 2011-05-01 | 66.6979513587 |
| 2011-06-01 | 66.6460598133 |
| 2011-07-01 | 67.0329057199 |
| 2011-08-01 | 66.8534591241 |
| 2011-09-01 | 66.7288514013 |
| 2011-10-01 | 66.7131050272 |
| 2011-11-01 | 66.3495610468 |
| 2011-12-01 | 66.3433212765 |
| 2012-01-01 | 66.3211351162 |
| 2012-02-01 | 66.2124863630 |
| 2012-03-01 | 65.9317993753 |
| 2012-04-01 | 66.6466426659 |
| 2012-05-01 | 66.8179563841 |
| 2012-06-01 | 66.8935242253 |
| 2012-07-01 | 66.7626923080 |
| 2012-08-01 | 66.9490385288 |
| 2012-09-01 | 67.0868527902 |
| 2012-10-01 | 67.1038298061 |
| 2012-11-01 | 67.3155090888 |
| 2012-12-01 | 67.6790970296 |
| 2013-01-01 | 67.8324530270 |
| 2013-02-01 | 68.1413011179 |
| 2013-03-01 | 68.1499182955 |
| 2013-04-01 | 67.9387464506 |
| 2013-05-01 | 67.8523032120 |
| 2013-06-01 | 67.8179624765 |
| 2013-07-01 | 67.7098814844 |
| 2013-08-01 | 67.7510945806 |
| 2013-09-01 | 67.9280140490 |
| 2013-10-01 | 68.0010649595 |
| 2013-11-01 | 68.1945219722 |
| 2013-12-01 | 68.0330361482 |
| 2014-01-01 | 68.0320079959 |
| 2014-02-01 | 68.1511917465 |
| 2014-03-01 | 68.2524928145 |
| 2014-04-01 | 68.4546275105 |
| 2014-05-01 | 68.5031210089 |
| 2014-06-01 | 68.4208954767 |
| 2014-07-01 | 68.4210054359 |
| 2014-08-01 | 68.5640020875 |
| 2014-09-01 | 68.6701116964 |
| 2014-10-01 | 68.7921991338 |
| 2014-11-01 | 68.8931233849 |
| 2014-12-01 | 69.0180652689 |
| 2015-01-01 | 69.0260771714 |
| 2015-02-01 | 68.8600462551 |
| 2015-03-01 | 68.9574421321 |
| 2015-04-01 | 69.1623949160 |
| 2015-05-01 | 69.1341402981 |
| 2015-06-01 | 69.2242516123 |
| 2015-07-01 | 70.2190731602 |
| 2015-08-01 | 70.1831260887 |
| 2015-09-01 | 70.3385231326 |
| 2015-10-01 | 69.9613988876 |
| 2015-11-01 | 70.2076076317 |
| 2015-12-01 | 69.5962515705 |
| 2016-01-01 | 70.4226860019 |
| 2016-02-01 | 70.5839744104 |
| 2016-03-01 | 70.6830575200 |
| 2016-04-01 | 70.3779867485 |
| 2016-05-01 | 70.1345857874 |
| 2016-06-01 | 69.9149187644 |
| 2016-07-01 | 70.4799085383 |
| 2016-08-01 | 70.5036728631 |
| 2016-09-01 | 70.6330630183 |
| 2016-10-01 | 70.9339695067 |
| 2016-11-01 | 70.8427669895 |
| 2016-12-01 | 70.7726355639 |
| 2017-01-01 | 70.6247072446 |
| 2017-02-01 | 70.6923745399 |
| 2017-03-01 | 70.6968054364 |
| 2017-04-01 | 71.0031389804 |
| 2017-05-01 | 71.2292739861 |
| 2017-06-01 | 71.1859794377 |
| 2017-07-01 | 71.1399291406 |
| 2017-08-01 | 71.1275384005 |
| 2017-09-01 | 71.1564862515 |
| 2017-10-01 | 71.0049890364 |
| 2017-11-01 | 70.9870663816 |
| 2017-12-01 | 71.1439519304 |
| 2018-01-01 | 71.5261852003 |
| 2018-02-01 | 71.6006954081 |
| 2018-03-01 | 72.0138618278 |
| 2018-04-01 | 71.6219661165 |
| 2018-05-01 | 71.7359709483 |
| 2018-06-01 | 71.5621174372 |
| 2018-07-01 | 71.5820133995 |
| 2018-08-01 | 71.6223815097 |
| 2018-09-01 | 71.9040805849 |
| 2018-10-01 | 71.9942843589 |
| 2018-11-01 | 71.9961060236 |
| 2018-12-01 | 72.2330200645 |
| 2019-01-01 | 72.3399395210 |
| 2019-02-01 | 72.3866512708 |
| 2019-03-01 | 72.8298413940 |
| 2019-04-01 | 73.5349603846 |
| 2019-05-01 | 73.4639059239 |
| 2019-06-01 | 73.5505691728 |
| 2019-07-01 | 73.0257417038 |
| 2019-08-01 | 73.6080603922 |
| 2019-09-01 | 73.8350317666 |
| 2019-10-01 | 74.1883453086 |
| 2019-11-01 | 74.3774435392 |
| 2019-12-01 | 74.7427889485 |
| 2020-01-01 | 74.4472974233 |
| 2020-02-01 | 74.7794503452 |
| 2020-03-01 | 74.7516347598 |
| 2020-04-01 | 67.8119536773 |
| 2020-05-01 | 69.6036853821 |
| 2020-06-01 | 70.5647441130 |
| 2020-07-01 | 70.6540754456 |
| 2020-08-01 | 71.0534607115 |
| 2020-09-01 | 71.2470850663 |
| 2020-10-01 | 71.6413970570 |
| 2020-11-01 | 71.7555483092 |
| 2020-12-01 | 72.2162818097 |
| 2021-01-01 | 72.5611789582 |
| 2021-02-01 | 72.3204459363 |
| 2021-03-01 | 73.1525627071 |
| 2021-04-01 | 71.7989758748 |
| 2021-05-01 | 71.7757882100 |
| 2021-06-01 | 71.6879788565 |
| 2021-07-01 | 71.9060472399 |
| 2021-08-01 | 71.8123358216 |
| 2021-09-01 | 71.2248005219 |
| 2021-10-01 | 71.2728570143 |
| 2021-11-01 | 71.3403876897 |
| 2021-12-01 | 71.0101883924 |
| 2022-01-01 | 70.8621839402 |
| 2022-02-01 | 71.1732446735 |
| 2022-03-01 | 71.4418669835 |
| 2022-04-01 | 72.0478289328 |
| 2022-05-01 | 72.5237575193 |
| 2022-06-01 | 72.8302215252 |
| 2022-07-01 | 72.9724598997 |
| 2022-08-01 | 73.0795934402 |
| 2022-09-01 | 73.6914083647 |
| 2022-10-01 | 73.7886596516 |
| 2022-11-01 | 74.2291462466 |
| 2022-12-01 | 74.1057878073 |
| 2023-01-01 | 74.8937096487 |
| 2023-02-01 | 75.2223463821 |
| 2023-03-01 | 75.5342367519 |
| 2023-04-01 | 75.8864009820 |
| 2023-05-01 | 76.2373001616 |
| 2023-06-01 | 76.6622399829 |
| 2023-07-01 | 77.3717215097 |
| 2023-08-01 | 77.9816467165 |
| 2023-09-01 | 78.3449328674 |
| 2023-10-01 | 78.4883118816 |
| 2023-11-01 | 78.9378392618 |
| 2023-12-01 | 79.4975283119 |
| 2024-01-01 | 79.8124343174 |
| 2024-02-01 | 80.2979903694 |
| 2024-03-01 | 80.8059024657 |
| 2024-04-01 | 79.9211691479 |
| 2024-05-01 | 80.3175170101 |
| 2024-06-01 | 80.5857926683 |
| 2024-07-01 | 80.2908179142 |
| 2024-08-01 | 81.1913788469 |
| 2024-09-01 | 81.6255831889 |
| 2024-10-01 | 82.0873363173 |
| 2024-11-01 | 82.3647775047 |
| 2024-12-01 | 82.5572299922 |
| 2025-01-01 | 82.7348415876 |
| 2025-02-01 | 82.8715777236 |
| 2025-03-01 | 83.1716141534 |
| 2025-04-01 | 83.3795624759 |
| 2025-05-01 | 83.3830442098 |
| 2025-06-01 | 83.2779494692 |
| 2025-07-01 | 82.6249388513 |
| 2025-08-01 | 82.8068636393 |
| 2025-09-01 | 83.0311235795 |
| 2025-10-01 | 83.0852082733 |
| 2025-11-01 | 82.9015074690 |
| 2025-12-01 | 82.8873832288 |
| 2026-01-01 | 83.1302014850 |
| 2026-02-01 | 83.2765873074 |
| 2026-03-01 | 83.4361305218 |
| 2026-04-01 | 83.7560310980 |
| 2026-05-01 | 84.0505728436 |
| 2026-06-01 | 84.2677943193 |
| 2026-07-01 | 84.6474307536 |
| 2026-08-01 | 84.9125112620 |
| 2026-09-01 | 84.8535316001 |