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 2026-08-01 |
| Last Updated | 2026-09-18 12:19 PM 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 | 56.8658886200 |
| 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 | 57.9311131729 |
| 2002-11-01 | 58.5030555736 |
| 2002-12-01 | 58.5523953533 |
| 2003-01-01 | 58.7114761199 |
| 2003-02-01 | 58.6128770515 |
| 2003-03-01 | 58.4518895482 |
| 2003-04-01 | 58.6083713022 |
| 2003-05-01 | 58.6093837314 |
| 2003-06-01 | 58.0623216186 |
| 2003-07-01 | 58.0154146305 |
| 2003-08-01 | 57.9452964114 |
| 2003-09-01 | 57.7750114731 |
| 2003-10-01 | 57.9984459029 |
| 2003-11-01 | 57.8446337986 |
| 2003-12-01 | 57.5813793465 |
| 2004-01-01 | 58.1302717349 |
| 2004-02-01 | 58.2526974952 |
| 2004-03-01 | 58.4509681152 |
| 2004-04-01 | 58.4393802280 |
| 2004-05-01 | 58.2794849872 |
| 2004-06-01 | 58.0437983828 |
| 2004-07-01 | 58.3465003078 |
| 2004-08-01 | 58.5508611489 |
| 2004-09-01 | 58.8597741930 |
| 2004-10-01 | 58.8400038108 |
| 2004-11-01 | 58.7009358727 |
| 2004-12-01 | 58.9143008243 |
| 2005-01-01 | 58.7616189944 |
| 2005-02-01 | 58.9780660236 |
| 2005-03-01 | 59.2428648417 |
| 2005-04-01 | 59.4997579935 |
| 2005-05-01 | 59.7438630153 |
| 2005-06-01 | 59.9034247072 |
| 2005-07-01 | 60.0927599962 |
| 2005-08-01 | 60.0697711812 |
| 2005-09-01 | 59.9210112213 |
| 2005-10-01 | 60.1007680541 |
| 2005-11-01 | 60.2588924611 |
| 2005-12-01 | 60.3340955283 |
| 2006-01-01 | 60.3883329973 |
| 2006-02-01 | 60.5979261747 |
| 2006-03-01 | 60.6382957384 |
| 2006-04-01 | 60.7701441519 |
| 2006-05-01 | 61.1342852427 |
| 2006-06-01 | 61.7620875771 |
| 2006-07-01 | 61.6084343889 |
| 2006-08-01 | 61.6862656840 |
| 2006-09-01 | 62.1017336663 |
| 2006-10-01 | 62.3769807231 |
| 2006-11-01 | 62.4950729109 |
| 2006-12-01 | 62.7736157058 |
| 2007-01-01 | 62.1786341167 |
| 2007-02-01 | 62.5782404697 |
| 2007-03-01 | 62.9156783865 |
| 2007-04-01 | 63.4454834887 |
| 2007-05-01 | 63.5495780227 |
| 2007-06-01 | 64.0765907611 |
| 2007-07-01 | 63.9558272056 |
| 2007-08-01 | 63.9933158832 |
| 2007-09-01 | 63.8792706682 |
| 2007-10-01 | 63.8604029407 |
| 2007-11-01 | 63.7922958112 |
| 2007-12-01 | 63.4903121108 |
| 2008-01-01 | 64.0478572362 |
| 2008-02-01 | 64.2658568794 |
| 2008-03-01 | 64.3204342876 |
| 2008-04-01 | 63.4874391002 |
| 2008-05-01 | 63.6740106536 |
| 2008-06-01 | 63.4663101923 |
| 2008-07-01 | 62.9954086742 |
| 2008-08-01 | 63.0815348299 |
| 2008-09-01 | 63.1680745118 |
| 2008-10-01 | 62.9275125546 |
| 2008-11-01 | 63.0768700652 |
| 2008-12-01 | 63.1018216281 |
| 2009-01-01 | 63.6081848914 |
| 2009-02-01 | 63.7479312240 |
| 2009-03-01 | 63.9350324167 |
| 2009-04-01 | 63.6009161544 |
| 2009-05-01 | 63.5839146068 |
| 2009-06-01 | 64.1102926688 |
| 2009-07-01 | 64.3935005828 |
| 2009-08-01 | 64.2671113025 |
| 2009-09-01 | 63.9135363814 |
| 2009-10-01 | 64.5862740574 |
| 2009-11-01 | 64.6441590813 |
| 2009-12-01 | 64.5698176825 |
| 2010-01-01 | 64.7971409558 |
| 2010-02-01 | 64.8548221003 |
| 2010-03-01 | 64.9557766683 |
| 2010-04-01 | 65.2976021451 |
| 2010-05-01 | 65.1985445755 |
| 2010-06-01 | 65.1725434989 |
| 2010-07-01 | 65.4941393370 |
| 2010-08-01 | 65.7582175950 |
| 2010-09-01 | 65.6375523911 |
| 2010-10-01 | 66.1419782565 |
| 2010-11-01 | 66.3972552548 |
| 2010-12-01 | 66.5208012656 |
| 2011-01-01 | 66.2082347046 |
| 2011-02-01 | 65.4738175709 |
| 2011-03-01 | 66.0899466763 |
| 2011-04-01 | 66.3702734570 |
| 2011-05-01 | 66.6979520936 |
| 2011-06-01 | 66.6460603244 |
| 2011-07-01 | 67.0329055745 |
| 2011-08-01 | 66.8534587019 |
| 2011-09-01 | 66.7288506444 |
| 2011-10-01 | 66.7131041702 |
| 2011-11-01 | 66.3495599571 |
| 2011-12-01 | 66.3433202988 |
| 2012-01-01 | 66.3211348731 |
| 2012-02-01 | 66.2124869299 |
| 2012-03-01 | 65.9318007504 |
| 2012-04-01 | 66.6466442218 |
| 2012-05-01 | 66.8179598041 |
| 2012-06-01 | 66.8935247017 |
| 2012-07-01 | 66.7626917080 |
| 2012-08-01 | 66.9490391654 |
| 2012-09-01 | 67.0868471858 |
| 2012-10-01 | 67.1038288199 |
| 2012-11-01 | 67.3155076153 |
| 2012-12-01 | 67.6790936555 |
| 2013-01-01 | 67.8324521603 |
| 2013-02-01 | 68.1413011337 |
| 2013-03-01 | 68.1499283410 |
| 2013-04-01 | 67.9387474840 |
| 2013-05-01 | 67.8523084899 |
| 2013-06-01 | 67.8179634067 |
| 2013-07-01 | 67.7098798219 |
| 2013-08-01 | 67.7510954106 |
| 2013-09-01 | 67.9280028503 |
| 2013-10-01 | 68.0010634690 |
| 2013-11-01 | 68.1945193492 |
| 2013-12-01 | 68.0330297458 |
| 2014-01-01 | 68.0320066233 |
| 2014-02-01 | 68.1511919957 |
| 2014-03-01 | 68.2525123127 |
| 2014-04-01 | 68.4546284966 |
| 2014-05-01 | 68.5031283931 |
| 2014-06-01 | 68.4208973029 |
| 2014-07-01 | 68.4210038368 |
| 2014-08-01 | 68.5640053332 |
| 2014-09-01 | 68.6700951437 |
| 2014-10-01 | 68.7921941716 |
| 2014-11-01 | 68.8931155785 |
| 2014-12-01 | 69.0180511960 |
| 2015-01-01 | 69.0260702614 |
| 2015-02-01 | 68.8600429822 |
| 2015-03-01 | 68.9574953653 |
| 2015-04-01 | 69.1623950842 |
| 2015-05-01 | 69.1341473869 |
| 2015-06-01 | 69.2242546390 |
| 2015-07-01 | 70.2190714633 |
| 2015-08-01 | 70.1831302294 |
| 2015-09-01 | 70.3385062036 |
| 2015-10-01 | 69.9613890458 |
| 2015-11-01 | 70.2075888833 |
| 2015-12-01 | 69.5962222710 |
| 2016-01-01 | 70.4226634478 |
| 2016-02-01 | 70.5839639406 |
| 2016-03-01 | 70.6831394920 |
| 2016-04-01 | 70.3779976722 |
| 2016-05-01 | 70.1345999220 |
| 2016-06-01 | 69.9149316327 |
| 2016-07-01 | 70.4799390302 |
| 2016-08-01 | 70.5036779330 |
| 2016-09-01 | 70.6330437881 |
| 2016-10-01 | 70.9339591599 |
| 2016-11-01 | 70.8427515239 |
| 2016-12-01 | 70.7724924843 |
| 2017-01-01 | 70.6246757844 |
| 2017-02-01 | 70.6923488384 |
| 2017-03-01 | 70.6968929642 |
| 2017-04-01 | 71.0031385448 |
| 2017-05-01 | 71.2293717812 |
| 2017-06-01 | 71.1860015597 |
| 2017-07-01 | 71.1400443417 |
| 2017-08-01 | 71.1276292702 |
| 2017-09-01 | 71.1565334587 |
| 2017-10-01 | 71.0049575083 |
| 2017-11-01 | 70.9869585737 |
| 2017-12-01 | 71.1436014142 |
| 2018-01-01 | 71.5260576656 |
| 2018-02-01 | 71.6005928503 |
| 2018-03-01 | 72.0138077643 |
| 2018-04-01 | 71.6222284570 |
| 2018-05-01 | 71.7360558846 |
| 2018-06-01 | 71.5620176937 |
| 2018-07-01 | 71.5828410655 |
| 2018-08-01 | 71.6224982767 |
| 2018-09-01 | 71.9042159754 |
| 2018-10-01 | 71.9942218700 |
| 2018-11-01 | 71.9957972585 |
| 2018-12-01 | 72.2322471373 |
| 2019-01-01 | 72.3395322446 |
| 2019-02-01 | 72.3863711508 |
| 2019-03-01 | 72.8295479969 |
| 2019-04-01 | 73.5354210664 |
| 2019-05-01 | 73.4639739387 |
| 2019-06-01 | 73.5505985960 |
| 2019-07-01 | 73.0277149200 |
| 2019-08-01 | 73.6084360771 |
| 2019-09-01 | 73.8354325792 |
| 2019-10-01 | 74.1886434353 |
| 2019-11-01 | 74.3776698447 |
| 2019-12-01 | 74.7387783239 |
| 2020-01-01 | 74.4472240151 |
| 2020-02-01 | 74.7790969760 |
| 2020-03-01 | 74.7505977338 |
| 2020-04-01 | 67.8121437247 |
| 2020-05-01 | 69.6038380204 |
| 2020-06-01 | 70.5656102934 |
| 2020-07-01 | 70.6579876140 |
| 2020-08-01 | 71.0548313682 |
| 2020-09-01 | 71.2479489106 |
| 2020-10-01 | 71.6417725040 |
| 2020-11-01 | 71.7557020673 |
| 2020-12-01 | 72.2085359100 |
| 2021-01-01 | 72.5602248736 |
| 2021-02-01 | 72.3199091466 |
| 2021-03-01 | 73.1501816444 |
| 2021-04-01 | 71.7985654530 |
| 2021-05-01 | 71.7765760002 |
| 2021-06-01 | 71.6900247271 |
| 2021-07-01 | 71.9195634255 |
| 2021-08-01 | 71.8134720774 |
| 2021-09-01 | 71.2243777043 |
| 2021-10-01 | 71.2714657810 |
| 2021-11-01 | 71.3388218442 |
| 2021-12-01 | 70.9975166850 |
| 2022-01-01 | 70.8591971143 |
| 2022-02-01 | 71.1715730860 |
| 2022-03-01 | 71.4383368939 |
| 2022-04-01 | 72.0480959835 |
| 2022-05-01 | 72.5266830515 |
| 2022-06-01 | 72.8337941045 |
| 2022-07-01 | 73.0076128638 |
| 2022-08-01 | 73.0784775903 |
| 2022-09-01 | 73.6849775272 |
| 2022-10-01 | 73.7810629499 |
| 2022-11-01 | 74.2222525027 |
| 2022-12-01 | 74.0880237989 |
| 2023-01-01 | 74.8858300294 |
| 2023-02-01 | 75.2179670263 |
| 2023-03-01 | 75.5296478753 |
| 2023-04-01 | 75.8886456020 |
| 2023-05-01 | 76.2456492230 |
| 2023-06-01 | 76.6748177883 |
| 2023-07-01 | 77.4456148808 |
| 2023-08-01 | 77.9720920507 |
| 2023-09-01 | 78.3191400910 |
| 2023-10-01 | 78.4687269698 |
| 2023-11-01 | 78.9245686573 |
| 2023-12-01 | 79.4727300092 |
| 2024-01-01 | 79.7994366013 |
| 2024-02-01 | 80.2905194900 |
| 2024-03-01 | 80.8011098808 |
| 2024-04-01 | 79.9270098208 |
| 2024-05-01 | 80.3354268959 |
| 2024-06-01 | 80.6140465657 |
| 2024-07-01 | 80.4032876835 |
| 2024-08-01 | 81.1747326719 |
| 2024-09-01 | 81.5731435676 |
| 2024-10-01 | 82.0527690883 |
| 2024-11-01 | 82.3436512907 |
| 2024-12-01 | 82.5284251419 |
| 2025-01-01 | 82.7158253482 |
| 2025-02-01 | 82.8612898212 |
| 2025-03-01 | 83.1671427881 |
| 2025-04-01 | 83.3893282119 |
| 2025-05-01 | 83.4116028278 |
| 2025-06-01 | 83.3250971158 |
| 2025-07-01 | 82.7744073870 |
| 2025-08-01 | 82.7820002476 |
| 2025-09-01 | 82.9491840490 |
| 2025-10-01 | 83.0373665211 |
| 2025-11-01 | 82.8747743889 |
| 2025-12-01 | 82.8568765067 |
| 2026-01-01 | 83.1075982945 |
| 2026-02-01 | 83.2646629818 |
| 2026-03-01 | 83.4327983994 |
| 2026-04-01 | 83.7693810005 |
| 2026-05-01 | 84.0874159000 |
| 2026-06-01 | 84.3282264189 |
| 2026-07-01 | 84.8208608294 |
| 2026-08-01 | 85.3833569105 |