Table Data - All Employees: Education and Health Services: Private Educational Services in Tulsa, OK (MSA)
| Title | All Employees: Education and Health Services: Private Educational Services in Tulsa, OK (MSA) |
|---|---|
| Series ID | SMU40461406561000001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:33 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 | 3.4187899569 |
| 1990-02-01 | 3.4368637135 |
| 1990-03-01 | 3.3497254407 |
| 1990-04-01 | 3.3244873993 |
| 1990-05-01 | 3.0043993314 |
| 1990-06-01 | 3.2716433089 |
| 1990-07-01 | 3.3698779540 |
| 1990-08-01 | 3.2961784659 |
| 1990-09-01 | 3.3436858590 |
| 1990-10-01 | 3.2655558096 |
| 1990-11-01 | 3.2772649731 |
| 1990-12-01 | 3.3355132744 |
| 1991-01-01 | 3.2177975416 |
| 1991-02-01 | 3.2428826569 |
| 1991-03-01 | 3.2527721299 |
| 1991-04-01 | 3.4449617278 |
| 1991-05-01 | 3.4097752123 |
| 1991-06-01 | 3.2540345132 |
| 1991-07-01 | 3.2588418552 |
| 1991-08-01 | 3.0839887670 |
| 1991-09-01 | 3.3367995214 |
| 1991-10-01 | 3.4648943338 |
| 1991-11-01 | 3.4729171122 |
| 1991-12-01 | 3.5430768738 |
| 1992-01-01 | 3.6244561361 |
| 1992-02-01 | 3.6616432144 |
| 1992-03-01 | 3.6657890795 |
| 1992-04-01 | 3.6724259951 |
| 1992-05-01 | 3.5081153190 |
| 1992-06-01 | 3.2256844864 |
| 1992-07-01 | 3.4405954273 |
| 1992-08-01 | 3.4551045285 |
| 1992-09-01 | 3.7309457451 |
| 1992-10-01 | 3.5636916276 |
| 1992-11-01 | 3.5732333587 |
| 1992-12-01 | 3.5592346865 |
| 1993-01-01 | 3.5350759955 |
| 1993-02-01 | 3.4811252035 |
| 1993-03-01 | 3.5859643579 |
| 1993-04-01 | 3.4999344540 |
| 1993-05-01 | 3.6044782824 |
| 1993-06-01 | 3.6976877603 |
| 1993-07-01 | 3.7149092406 |
| 1993-08-01 | 3.9195577700 |
| 1993-09-01 | 3.6154757545 |
| 1993-10-01 | 3.5675781420 |
| 1993-11-01 | 3.5775739860 |
| 1993-12-01 | 3.5737479737 |
| 1994-01-01 | 3.7517676005 |
| 1994-02-01 | 3.8132124812 |
| 1994-03-01 | 3.8118657855 |
| 1994-04-01 | 3.7208939697 |
| 1994-05-01 | 3.6904104780 |
| 1994-06-01 | 3.8753017070 |
| 1994-07-01 | 3.7773619079 |
| 1994-08-01 | 3.7754224878 |
| 1994-09-01 | 3.8020473238 |
| 1994-10-01 | 3.7844354216 |
| 1994-11-01 | 3.7916985434 |
| 1994-12-01 | 3.8911480911 |
| 1995-01-01 | 3.5660810253 |
| 1995-02-01 | 3.4380182452 |
| 1995-03-01 | 3.4386640851 |
| 1995-04-01 | 3.4205086144 |
| 1995-05-01 | 3.6754893538 |
| 1995-06-01 | 3.8701994072 |
| 1995-07-01 | 3.7396111115 |
| 1995-08-01 | 3.8376070026 |
| 1995-09-01 | 3.7873884189 |
| 1995-10-01 | 3.9082765987 |
| 1995-11-01 | 3.9024753755 |
| 1995-12-01 | 4.0004475757 |
| 1996-01-01 | 3.9874932707 |
| 1996-02-01 | 4.0599063023 |
| 1996-03-01 | 4.0610257331 |
| 1996-04-01 | 4.1001421392 |
| 1996-05-01 | 4.1589993262 |
| 1996-06-01 | 4.0870255511 |
| 1996-07-01 | 4.1064014972 |
| 1996-08-01 | 4.1012164110 |
| 1996-09-01 | 4.1768352553 |
| 1996-10-01 | 4.1339875567 |
| 1996-11-01 | 4.1182960781 |
| 1996-12-01 | 4.2027251619 |
| 1997-01-01 | 4.3054180613 |
| 1997-02-01 | 4.2713980451 |
| 1997-03-01 | 4.3762540893 |
| 1997-04-01 | 4.3639104970 |
| 1997-05-01 | 4.3469678174 |
| 1997-06-01 | 4.4223056516 |
| 1997-07-01 | 4.3813869541 |
| 1997-08-01 | 4.3769399973 |
| 1997-09-01 | 4.3617060568 |
| 1997-10-01 | 4.3603414776 |
| 1997-11-01 | 4.4390311534 |
| 1997-12-01 | 4.4025799740 |
| 1998-01-01 | 4.4139977660 |
| 1998-02-01 | 4.3726021472 |
| 1998-03-01 | 4.3677859073 |
| 1998-04-01 | 4.5272342973 |
| 1998-05-01 | 4.5523892464 |
| 1998-06-01 | 4.7652673068 |
| 1998-07-01 | 4.5701913866 |
| 1998-08-01 | 4.5629785228 |
| 1998-09-01 | 4.4409821596 |
| 1998-10-01 | 4.5820071989 |
| 1998-11-01 | 4.7608313552 |
| 1998-12-01 | 4.6032944731 |
| 1999-01-01 | 4.6094256616 |
| 1999-02-01 | 4.7661091467 |
| 1999-03-01 | 4.7494751416 |
| 1999-04-01 | 4.4916765543 |
| 1999-05-01 | 4.5622314228 |
| 1999-06-01 | 4.8136814786 |
| 1999-07-01 | 4.9770235577 |
| 1999-08-01 | 4.9600002325 |
| 1999-09-01 | 5.0183531074 |
| 1999-10-01 | 4.9929184474 |
| 1999-11-01 | 4.9731552800 |
| 1999-12-01 | 5.0039115005 |
| 2000-01-01 | 4.7000230231 |
| 2000-02-01 | 4.8589288489 |
| 2000-03-01 | 4.8256054468 |
| 2000-04-01 | 4.9680575547 |
| 2000-05-01 | 5.1743167365 |
| 2000-06-01 | 5.0551463409 |
| 2000-07-01 | 5.2038024034 |
| 2000-08-01 | 5.1484877013 |
| 2000-09-01 | 5.4947658035 |
| 2000-10-01 | 5.0928857124 |
| 2000-11-01 | 5.0834521351 |
| 2000-12-01 | 5.2044280363 |
| 2001-01-01 | 5.2921325157 |
| 2001-02-01 | 5.3612814782 |
| 2001-03-01 | 5.4116697872 |
| 2001-04-01 | 5.3544752046 |
| 2001-05-01 | 5.1712837051 |
| 2001-06-01 | 5.1822706441 |
| 2001-07-01 | 5.1343394500 |
| 2001-08-01 | 5.1254874862 |
| 2001-09-01 | 5.2728733709 |
| 2001-10-01 | 5.2897843818 |
| 2001-11-01 | 5.2945401311 |
| 2001-12-01 | 5.3189954795 |
| 2002-01-01 | 5.3859969294 |
| 2002-02-01 | 5.3744192916 |
| 2002-03-01 | 5.4080168974 |
| 2002-04-01 | 5.3552193652 |
| 2002-05-01 | 5.2673445566 |
| 2002-06-01 | 5.1716873040 |
| 2002-07-01 | 5.0505950407 |
| 2002-08-01 | 5.5802736166 |
| 2002-09-01 | 5.7654346546 |
| 2002-10-01 | 5.7909516370 |
| 2002-11-01 | 5.9058955658 |
| 2002-12-01 | 5.8435983399 |
| 2003-01-01 | 5.7909521781 |
| 2003-02-01 | 5.7005907656 |
| 2003-03-01 | 5.7299681042 |
| 2003-04-01 | 5.7693042765 |
| 2003-05-01 | 5.8476099195 |
| 2003-06-01 | 5.7259228272 |
| 2003-07-01 | 5.7336751633 |
| 2003-08-01 | 5.9247546175 |
| 2003-09-01 | 5.8698737528 |
| 2003-10-01 | 5.8994299195 |
| 2003-11-01 | 5.9215748199 |
| 2003-12-01 | 5.9779358668 |
| 2004-01-01 | 6.0114459144 |
| 2004-02-01 | 6.1296563944 |
| 2004-03-01 | 6.1708729291 |
| 2004-04-01 | 6.0998999115 |
| 2004-05-01 | 6.0211208559 |
| 2004-06-01 | 5.9462889683 |
| 2004-07-01 | 5.8829875341 |
| 2004-08-01 | 6.0588709770 |
| 2004-09-01 | 6.1896903573 |
| 2004-10-01 | 6.2180108817 |
| 2004-11-01 | 6.2468545271 |
| 2004-12-01 | 6.2137414587 |
| 2005-01-01 | 6.3428624445 |
| 2005-02-01 | 6.3574879729 |
| 2005-03-01 | 6.4136545571 |
| 2005-04-01 | 6.5376539245 |
| 2005-05-01 | 6.5908570729 |
| 2005-06-01 | 7.0524922827 |
| 2005-07-01 | 6.8149332598 |
| 2005-08-01 | 6.8071694987 |
| 2005-09-01 | 6.6150900003 |
| 2005-10-01 | 6.6369036120 |
| 2005-11-01 | 6.6775265792 |
| 2005-12-01 | 6.7454370267 |
| 2006-01-01 | 6.7734073631 |
| 2006-02-01 | 6.7807904907 |
| 2006-03-01 | 6.7443012643 |
| 2006-04-01 | 6.8746410797 |
| 2006-05-01 | 6.9776253222 |
| 2006-06-01 | 7.3560165844 |
| 2006-07-01 | 7.2437497590 |
| 2006-08-01 | 6.9685968742 |
| 2006-09-01 | 7.0568307472 |
| 2006-10-01 | 6.9551918034 |
| 2006-11-01 | 6.8975078608 |
| 2006-12-01 | 6.9616313303 |
| 2007-01-01 | 6.9984046849 |
| 2007-02-01 | 7.0964258886 |
| 2007-03-01 | 7.0592994761 |
| 2007-04-01 | 7.1089224476 |
| 2007-05-01 | 7.1753092365 |
| 2007-06-01 | 7.3799201068 |
| 2007-07-01 | 7.1905925001 |
| 2007-08-01 | 7.1553049848 |
| 2007-09-01 | 6.9919513068 |
| 2007-10-01 | 7.1641648386 |
| 2007-11-01 | 7.2044050306 |
| 2007-12-01 | 7.1586268373 |
| 2008-01-01 | 7.2130672666 |
| 2008-02-01 | 7.2112125916 |
| 2008-03-01 | 7.2656956973 |
| 2008-04-01 | 6.4351448711 |
| 2008-05-01 | 6.4829807792 |
| 2008-06-01 | 6.5292045225 |
| 2008-07-01 | 6.4594265700 |
| 2008-08-01 | 6.4464941358 |
| 2008-09-01 | 6.4303410236 |
| 2008-10-01 | 6.4691124557 |
| 2008-11-01 | 6.3952089017 |
| 2008-12-01 | 6.4464716318 |
| 2009-01-01 | 6.4191717287 |
| 2009-02-01 | 6.4172861437 |
| 2009-03-01 | 6.4630924524 |
| 2009-04-01 | 6.2520200491 |
| 2009-05-01 | 6.2927675054 |
| 2009-06-01 | 6.4072569780 |
| 2009-07-01 | 6.3590458006 |
| 2009-08-01 | 6.3465104882 |
| 2009-09-01 | 6.2528340761 |
| 2009-10-01 | 6.2667150406 |
| 2009-11-01 | 6.2779711180 |
| 2009-12-01 | 6.3290001257 |
| 2010-01-01 | 6.1207623565 |
| 2010-02-01 | 6.1198265255 |
| 2010-03-01 | 6.0623284410 |
| 2010-04-01 | 6.0543960132 |
| 2010-05-01 | 6.1053080217 |
| 2010-06-01 | 6.1008332588 |
| 2010-07-01 | 6.1737156482 |
| 2010-08-01 | 6.1471784514 |
| 2010-09-01 | 6.1694638695 |
| 2010-10-01 | 6.1651087278 |
| 2010-11-01 | 6.1562625318 |
| 2010-12-01 | 6.2100091618 |
| 2011-01-01 | 6.2246430384 |
| 2011-02-01 | 6.1159316823 |
| 2011-03-01 | 6.1647385875 |
| 2011-04-01 | 6.1509140947 |
| 2011-05-01 | 6.1024932258 |
| 2011-06-01 | 6.1066231710 |
| 2011-07-01 | 6.1037912750 |
| 2011-08-01 | 6.0592554369 |
| 2011-09-01 | 5.9616640256 |
| 2011-10-01 | 5.9638103869 |
| 2011-11-01 | 5.9456578400 |
| 2011-12-01 | 5.8932191710 |
| 2012-01-01 | 5.9259630565 |
| 2012-02-01 | 5.9091892443 |
| 2012-03-01 | 5.7656531365 |
| 2012-04-01 | 5.8393815093 |
| 2012-05-01 | 5.8982175526 |
| 2012-06-01 | 5.8185879703 |
| 2012-07-01 | 5.7382709941 |
| 2012-08-01 | 5.8769073310 |
| 2012-09-01 | 5.8430419833 |
| 2012-10-01 | 5.8627154597 |
| 2012-11-01 | 5.9359659801 |
| 2012-12-01 | 5.9847775867 |
| 2013-01-01 | 5.8252698498 |
| 2013-02-01 | 5.8998578102 |
| 2013-03-01 | 5.8646866280 |
| 2013-04-01 | 5.9275675593 |
| 2013-05-01 | 5.8875868084 |
| 2013-06-01 | 5.9387423327 |
| 2013-07-01 | 5.8754282840 |
| 2013-08-01 | 5.8969313497 |
| 2013-09-01 | 5.9156376644 |
| 2013-10-01 | 5.9590549097 |
| 2013-11-01 | 5.9295786785 |
| 2013-12-01 | 5.9784504820 |
| 2014-01-01 | 5.9259029623 |
| 2014-02-01 | 5.9910732230 |
| 2014-03-01 | 6.0627183420 |
| 2014-04-01 | 6.0127340890 |
| 2014-05-01 | 6.0801972454 |
| 2014-06-01 | 6.0626652826 |
| 2014-07-01 | 6.0053001505 |
| 2014-08-01 | 6.0160145306 |
| 2014-09-01 | 6.0929402546 |
| 2014-10-01 | 6.0514420027 |
| 2014-11-01 | 6.0236848824 |
| 2014-12-01 | 6.0736243887 |
| 2015-01-01 | 6.1308705191 |
| 2015-02-01 | 6.0824046725 |
| 2015-03-01 | 5.9542596274 |
| 2015-04-01 | 6.1049385492 |
| 2015-05-01 | 6.0640117837 |
| 2015-06-01 | 6.1938755243 |
| 2015-07-01 | 6.2267167682 |
| 2015-08-01 | 6.2357319726 |
| 2015-09-01 | 6.2777761080 |
| 2015-10-01 | 6.2370238698 |
| 2015-11-01 | 6.3234176038 |
| 2015-12-01 | 6.1688328837 |
| 2016-01-01 | 6.3347326643 |
| 2016-02-01 | 6.2792189004 |
| 2016-03-01 | 6.2438502747 |
| 2016-04-01 | 6.2963552845 |
| 2016-05-01 | 6.0496413535 |
| 2016-06-01 | 6.2183169258 |
| 2016-07-01 | 6.2368207789 |
| 2016-08-01 | 6.4525353463 |
| 2016-09-01 | 6.3839917034 |
| 2016-10-01 | 6.2222606934 |
| 2016-11-01 | 6.2192269301 |
| 2016-12-01 | 6.1612885681 |
| 2017-01-01 | 6.1415107478 |
| 2017-02-01 | 6.1774526099 |
| 2017-03-01 | 6.1363359806 |
| 2017-04-01 | 6.1886072705 |
| 2017-05-01 | 6.2385728027 |
| 2017-06-01 | 6.1334231575 |
| 2017-07-01 | 6.2402893608 |
| 2017-08-01 | 6.2578922047 |
| 2017-09-01 | 6.3039325164 |
| 2017-10-01 | 6.3099436040 |
| 2017-11-01 | 6.3077390817 |
| 2017-12-01 | 6.3580125848 |
| 2018-01-01 | 6.3568975677 |
| 2018-02-01 | 6.3804488207 |
| 2018-03-01 | 6.4296026494 |
| 2018-04-01 | 6.2801692037 |
| 2018-05-01 | 6.3376221617 |
| 2018-06-01 | 6.2284862785 |
| 2018-07-01 | 6.2397163631 |
| 2018-08-01 | 6.1511626567 |
| 2018-09-01 | 6.2292744425 |
| 2018-10-01 | 6.3047478805 |
| 2018-11-01 | 6.1985965132 |
| 2018-12-01 | 6.2592079808 |
| 2019-01-01 | 6.2721631145 |
| 2019-02-01 | 6.2785726901 |
| 2019-03-01 | 6.3268376578 |
| 2019-04-01 | 6.4745006580 |
| 2019-05-01 | 6.3496670321 |
| 2019-06-01 | 6.3130192045 |
| 2019-07-01 | 6.0424733212 |
| 2019-08-01 | 6.2323085592 |
| 2019-09-01 | 6.2416198139 |
| 2019-10-01 | 6.5076307138 |
| 2019-11-01 | 6.3871304693 |
| 2019-12-01 | 6.4694242228 |
| 2020-01-01 | 6.3839177236 |
| 2020-02-01 | 6.3757381221 |
| 2020-03-01 | 6.3308570812 |
| 2020-04-01 | 5.7635172619 |
| 2020-05-01 | 5.5757969305 |
| 2020-06-01 | 5.8008861454 |
| 2020-07-01 | 5.8458729520 |
| 2020-08-01 | 5.8019884176 |
| 2020-09-01 | 5.6421794485 |
| 2020-10-01 | 5.7224845232 |
| 2020-11-01 | 5.7759254235 |
| 2020-12-01 | 5.6737631788 |
| 2021-01-01 | 5.6882488990 |
| 2021-02-01 | 5.6630179355 |
| 2021-03-01 | 5.8417209851 |
| 2021-04-01 | 5.7543253608 |
| 2021-05-01 | 5.8120012132 |
| 2021-06-01 | 5.9061762617 |
| 2021-07-01 | 5.8574989360 |
| 2021-08-01 | 5.8656522141 |
| 2021-09-01 | 5.8278506689 |
| 2021-10-01 | 5.8367834501 |
| 2021-11-01 | 5.7569774282 |
| 2021-12-01 | 5.7746408756 |
| 2022-01-01 | 5.8935802245 |
| 2022-02-01 | 5.9479733453 |
| 2022-03-01 | 5.8464243387 |
| 2022-04-01 | 5.9503241475 |
| 2022-05-01 | 5.9495577162 |
| 2022-06-01 | 6.0285752780 |
| 2022-07-01 | 5.9731148579 |
| 2022-08-01 | 6.0346301528 |
| 2022-09-01 | 6.1082648362 |
| 2022-10-01 | 6.0381960079 |
| 2022-11-01 | 6.1473962920 |
| 2022-12-01 | 6.0726444570 |
| 2023-01-01 | 6.0857767869 |
| 2023-02-01 | 6.1258899506 |
| 2023-03-01 | 6.1491520586 |
| 2023-04-01 | 6.3577716226 |
| 2023-05-01 | 6.2848239900 |
| 2023-06-01 | 6.2593110897 |
| 2023-07-01 | 6.3881209834 |
| 2023-08-01 | 6.4189885493 |
| 2023-09-01 | 6.3852269823 |
| 2023-10-01 | 6.3263110774 |
| 2023-11-01 | 6.3370941943 |
| 2023-12-01 | 6.4712238666 |
| 2024-01-01 | 6.3744422719 |
| 2024-02-01 | 6.4131041681 |
| 2024-03-01 | 6.4486459913 |
| 2024-04-01 | 6.3677077723 |
| 2024-05-01 | 6.4104280491 |
| 2024-06-01 | 6.3890425350 |
| 2024-07-01 | 6.3939639462 |
| 2024-08-01 | 6.5164065155 |
| 2024-09-01 | 6.5713980117 |
| 2024-10-01 | 6.8085904385 |
| 2024-11-01 | 6.7350655728 |
| 2024-12-01 | 6.7660057431 |
| 2025-01-01 | 6.6574952420 |
| 2025-02-01 | 6.7045834804 |
| 2025-03-01 | 6.6478703062 |
| 2025-04-01 | 6.7836041395 |
| 2025-05-01 | 6.5280480769 |
| 2025-06-01 | 6.3078187722 |
| 2025-07-01 | 6.2942719124 |
| 2025-08-01 | 6.5210147137 |
| 2025-09-01 | 6.6635151336 |
| 2025-10-01 | 6.5931119915 |
| 2025-11-01 | 6.5297796190 |
| 2025-12-01 | 6.4635724364 |
| 2026-01-01 | 6.6472456843 |
| 2026-02-01 | 6.6048248623 |
| 2026-03-01 | 6.6435852744 |
| 2026-04-01 | 6.5979113735 |
| 2026-05-01 | 6.7377092581 |
| 2026-06-01 | 6.8139090950 |
| 2026-07-01 | 6.8905853171 |
| 2026-08-01 | 6.8268078448 |