Table Data - All Employees: Education and Health Services: Private Education and Health Services in Oklahoma City, OK (MSA)
| Title | All Employees: Education and Health Services: Private Education and Health Services in Oklahoma City, OK (MSA) |
|---|---|
| Series ID | OKLA440EDUH |
| 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 9:42 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 | 46.3852826322 |
| 1990-02-01 | 46.6072113304 |
| 1990-03-01 | 46.7194941762 |
| 1990-04-01 | 46.7057501007 |
| 1990-05-01 | 46.9177703706 |
| 1990-06-01 | 47.0279604653 |
| 1990-07-01 | 47.1995957505 |
| 1990-08-01 | 47.4108239194 |
| 1990-09-01 | 47.5298334256 |
| 1990-10-01 | 47.8256955359 |
| 1990-11-01 | 48.0002453325 |
| 1990-12-01 | 48.0692850451 |
| 1991-01-01 | 48.3807778460 |
| 1991-02-01 | 48.2917440348 |
| 1991-03-01 | 48.6001711343 |
| 1991-04-01 | 49.0141598876 |
| 1991-05-01 | 49.5288594310 |
| 1991-06-01 | 49.6543449230 |
| 1991-07-01 | 49.4235900693 |
| 1991-08-01 | 49.7481230900 |
| 1991-09-01 | 49.4209689847 |
| 1991-10-01 | 49.8116435344 |
| 1991-11-01 | 49.7857187312 |
| 1991-12-01 | 49.8557933500 |
| 1992-01-01 | 49.7489398451 |
| 1992-02-01 | 49.9689655793 |
| 1992-03-01 | 50.0738695267 |
| 1992-04-01 | 50.2252967608 |
| 1992-05-01 | 50.2427326260 |
| 1992-06-01 | 50.5911825219 |
| 1992-07-01 | 50.7635339281 |
| 1992-08-01 | 50.7841489285 |
| 1992-09-01 | 51.1075058304 |
| 1992-10-01 | 51.1029440663 |
| 1992-11-01 | 51.3641840332 |
| 1992-12-01 | 51.2191045581 |
| 1993-01-01 | 52.1377047251 |
| 1993-02-01 | 52.2487508282 |
| 1993-03-01 | 52.5219174706 |
| 1993-04-01 | 53.3516593223 |
| 1993-05-01 | 53.1657489110 |
| 1993-06-01 | 53.1262278173 |
| 1993-07-01 | 53.6278001171 |
| 1993-08-01 | 53.7354897444 |
| 1993-09-01 | 54.0904409850 |
| 1993-10-01 | 54.1823726143 |
| 1993-11-01 | 54.4217615689 |
| 1993-12-01 | 54.6708366605 |
| 1994-01-01 | 54.7280542610 |
| 1994-02-01 | 55.0361368621 |
| 1994-03-01 | 55.0738023817 |
| 1994-04-01 | 55.0761405205 |
| 1994-05-01 | 55.2811316344 |
| 1994-06-01 | 55.2621110436 |
| 1994-07-01 | 56.2897850767 |
| 1994-08-01 | 56.1608584663 |
| 1994-09-01 | 56.5891554650 |
| 1994-10-01 | 57.1584794424 |
| 1994-11-01 | 57.4556086931 |
| 1994-12-01 | 57.7125002565 |
| 1995-01-01 | 58.3723135903 |
| 1995-02-01 | 58.5412672844 |
| 1995-03-01 | 58.7460941367 |
| 1995-04-01 | 58.8963682807 |
| 1995-05-01 | 59.1102862058 |
| 1995-06-01 | 59.2701693137 |
| 1995-07-01 | 59.4270672659 |
| 1995-08-01 | 59.9589124853 |
| 1995-09-01 | 60.6069807801 |
| 1995-10-01 | 60.6268643740 |
| 1995-11-01 | 60.8761805026 |
| 1995-12-01 | 61.3530750345 |
| 1996-01-01 | 60.1486237128 |
| 1996-02-01 | 60.3708011065 |
| 1996-03-01 | 61.1556796027 |
| 1996-04-01 | 61.4087747526 |
| 1996-05-01 | 62.0288748189 |
| 1996-06-01 | 62.2628813365 |
| 1996-07-01 | 62.2273338969 |
| 1996-08-01 | 62.5858599001 |
| 1996-09-01 | 62.6277102583 |
| 1996-10-01 | 62.8161892925 |
| 1996-11-01 | 63.0150329996 |
| 1996-12-01 | 63.0975458203 |
| 1997-01-01 | 63.3972821589 |
| 1997-02-01 | 63.7581161306 |
| 1997-03-01 | 63.6917855295 |
| 1997-04-01 | 62.8935355289 |
| 1997-05-01 | 63.5256589471 |
| 1997-06-01 | 64.4187714403 |
| 1997-07-01 | 63.7804791937 |
| 1997-08-01 | 63.6731594199 |
| 1997-09-01 | 63.8241448586 |
| 1997-10-01 | 64.6359789477 |
| 1997-11-01 | 64.3945082360 |
| 1997-12-01 | 64.2687186853 |
| 1998-01-01 | 64.6426330465 |
| 1998-02-01 | 64.6550670498 |
| 1998-03-01 | 64.5386050334 |
| 1998-04-01 | 65.2945114773 |
| 1998-05-01 | 65.1885644473 |
| 1998-06-01 | 64.5751555541 |
| 1998-07-01 | 66.2198529179 |
| 1998-08-01 | 65.7519847878 |
| 1998-09-01 | 65.5944176093 |
| 1998-10-01 | 65.8446371869 |
| 1998-11-01 | 66.0018717291 |
| 1998-12-01 | 66.3652496051 |
| 1999-01-01 | 65.6759201105 |
| 1999-02-01 | 65.8718410478 |
| 1999-03-01 | 65.7023799983 |
| 1999-04-01 | 64.9654910984 |
| 1999-05-01 | 64.9125809513 |
| 1999-06-01 | 64.6394088181 |
| 1999-07-01 | 65.2485618090 |
| 1999-08-01 | 64.7278704402 |
| 1999-09-01 | 64.5989564972 |
| 1999-10-01 | 64.2697074870 |
| 1999-11-01 | 64.2379410130 |
| 1999-12-01 | 64.2003688830 |
| 2000-01-01 | 64.1623669438 |
| 2000-02-01 | 64.1369854357 |
| 2000-03-01 | 64.0258653227 |
| 2000-04-01 | 65.1676063763 |
| 2000-05-01 | 65.7261023141 |
| 2000-06-01 | 65.3464422540 |
| 2000-07-01 | 65.3289748933 |
| 2000-08-01 | 65.4336765636 |
| 2000-09-01 | 65.9628486575 |
| 2000-10-01 | 65.5654895173 |
| 2000-11-01 | 65.7388935678 |
| 2000-12-01 | 65.4229144636 |
| 2001-01-01 | 66.4605339550 |
| 2001-02-01 | 66.5261733493 |
| 2001-03-01 | 66.6284692445 |
| 2001-04-01 | 66.5383416486 |
| 2001-05-01 | 67.1422862314 |
| 2001-06-01 | 67.4770986856 |
| 2001-07-01 | 67.4700472173 |
| 2001-08-01 | 67.7896825759 |
| 2001-09-01 | 67.7198993530 |
| 2001-10-01 | 68.4508070077 |
| 2001-11-01 | 68.2025028734 |
| 2001-12-01 | 68.4105637185 |
| 2002-01-01 | 68.8382604580 |
| 2002-02-01 | 69.1715999262 |
| 2002-03-01 | 69.1217844130 |
| 2002-04-01 | 70.4199202186 |
| 2002-05-01 | 71.0027215815 |
| 2002-06-01 | 71.1332132431 |
| 2002-07-01 | 71.6428342577 |
| 2002-08-01 | 71.8876416301 |
| 2002-09-01 | 71.5531025362 |
| 2002-10-01 | 71.8887274962 |
| 2002-11-01 | 72.4263226580 |
| 2002-12-01 | 72.4992608759 |
| 2003-01-01 | 72.2016686235 |
| 2003-02-01 | 72.4111135456 |
| 2003-03-01 | 72.3613036039 |
| 2003-04-01 | 71.9644384964 |
| 2003-05-01 | 71.9026853646 |
| 2003-06-01 | 71.7737434401 |
| 2003-07-01 | 71.8763901975 |
| 2003-08-01 | 72.0129163261 |
| 2003-09-01 | 72.3220062613 |
| 2003-10-01 | 71.9587050798 |
| 2003-11-01 | 72.0825714563 |
| 2003-12-01 | 72.0025272745 |
| 2004-01-01 | 74.5356748674 |
| 2004-02-01 | 74.5112725269 |
| 2004-03-01 | 74.6996012816 |
| 2004-04-01 | 74.4402973809 |
| 2004-05-01 | 74.2323452075 |
| 2004-06-01 | 73.9937068388 |
| 2004-07-01 | 73.7048077096 |
| 2004-08-01 | 73.6467352932 |
| 2004-09-01 | 73.9708577329 |
| 2004-10-01 | 74.6068314740 |
| 2004-11-01 | 74.4454802585 |
| 2004-12-01 | 74.7256270307 |
| 2005-01-01 | 74.2951385397 |
| 2005-02-01 | 74.3935108928 |
| 2005-03-01 | 74.5682873647 |
| 2005-04-01 | 75.2989247812 |
| 2005-05-01 | 75.0404891673 |
| 2005-06-01 | 75.1738336591 |
| 2005-07-01 | 75.8177424933 |
| 2005-08-01 | 76.1842107584 |
| 2005-09-01 | 76.5450838357 |
| 2005-10-01 | 76.5793504442 |
| 2005-11-01 | 76.6507037561 |
| 2005-12-01 | 77.2583723187 |
| 2006-01-01 | 76.1573236121 |
| 2006-02-01 | 76.3703005330 |
| 2006-03-01 | 76.3364264040 |
| 2006-04-01 | 76.4668914162 |
| 2006-05-01 | 76.7415739707 |
| 2006-06-01 | 77.5275190599 |
| 2006-07-01 | 77.2215344348 |
| 2006-08-01 | 77.2088634401 |
| 2006-09-01 | 77.1675343844 |
| 2006-10-01 | 76.9689228707 |
| 2006-11-01 | 76.7022409920 |
| 2006-12-01 | 77.1241121607 |
| 2007-01-01 | 78.1025604818 |
| 2007-02-01 | 78.2403017563 |
| 2007-03-01 | 78.6057465075 |
| 2007-04-01 | 78.6200050725 |
| 2007-05-01 | 78.9066628477 |
| 2007-06-01 | 79.2757487179 |
| 2007-07-01 | 79.2350503162 |
| 2007-08-01 | 79.4305885389 |
| 2007-09-01 | 79.7147777135 |
| 2007-10-01 | 80.3797909567 |
| 2007-11-01 | 80.6134118909 |
| 2007-12-01 | 80.7371735745 |
| 2008-01-01 | 80.9611782283 |
| 2008-02-01 | 81.3140189925 |
| 2008-03-01 | 81.2275757066 |
| 2008-04-01 | 81.7797844694 |
| 2008-05-01 | 82.1836588213 |
| 2008-06-01 | 81.8265892474 |
| 2008-07-01 | 82.4900041456 |
| 2008-08-01 | 82.6752544554 |
| 2008-09-01 | 82.5404407455 |
| 2008-10-01 | 82.9186130127 |
| 2008-11-01 | 83.0068364985 |
| 2008-12-01 | 83.2232217959 |
| 2009-01-01 | 83.9338675245 |
| 2009-02-01 | 83.2997180291 |
| 2009-03-01 | 83.2259585211 |
| 2009-04-01 | 82.5442197757 |
| 2009-05-01 | 82.6481557372 |
| 2009-06-01 | 82.8940719138 |
| 2009-07-01 | 83.3549933912 |
| 2009-08-01 | 82.9334739509 |
| 2009-09-01 | 82.8846413949 |
| 2009-10-01 | 82.4730947911 |
| 2009-11-01 | 82.4076890801 |
| 2009-12-01 | 82.4691698392 |
| 2010-01-01 | 82.8817409475 |
| 2010-02-01 | 82.7955285056 |
| 2010-03-01 | 82.8884307335 |
| 2010-04-01 | 83.1239919235 |
| 2010-05-01 | 83.0312715790 |
| 2010-06-01 | 83.0711942008 |
| 2010-07-01 | 82.9172880558 |
| 2010-08-01 | 82.9878937773 |
| 2010-09-01 | 83.3092292551 |
| 2010-10-01 | 83.8982182149 |
| 2010-11-01 | 83.7911569662 |
| 2010-12-01 | 83.8160285135 |
| 2011-01-01 | 83.4508383168 |
| 2011-02-01 | 83.0101547957 |
| 2011-03-01 | 83.6589485217 |
| 2011-04-01 | 83.8040112035 |
| 2011-05-01 | 83.9948431067 |
| 2011-06-01 | 84.3588539744 |
| 2011-07-01 | 84.5770836126 |
| 2011-08-01 | 84.7434844223 |
| 2011-09-01 | 85.0435979863 |
| 2011-10-01 | 85.0005791467 |
| 2011-11-01 | 85.3981191924 |
| 2011-12-01 | 85.4877057761 |
| 2012-01-01 | 85.3121383952 |
| 2012-02-01 | 85.6198003496 |
| 2012-03-01 | 85.9285228958 |
| 2012-04-01 | 86.1001786708 |
| 2012-05-01 | 86.3670002249 |
| 2012-06-01 | 86.5473303553 |
| 2012-07-01 | 86.2072362105 |
| 2012-08-01 | 86.7972992489 |
| 2012-09-01 | 86.8869131479 |
| 2012-10-01 | 86.9660196732 |
| 2012-11-01 | 87.1163767000 |
| 2012-12-01 | 87.5001453283 |
| 2013-01-01 | 87.6620523760 |
| 2013-02-01 | 87.7052770434 |
| 2013-03-01 | 87.8295605286 |
| 2013-04-01 | 87.5908221446 |
| 2013-05-01 | 87.8502810671 |
| 2013-06-01 | 87.7772244761 |
| 2013-07-01 | 87.6835973713 |
| 2013-08-01 | 88.0133683923 |
| 2013-09-01 | 87.9399879648 |
| 2013-10-01 | 88.4245430595 |
| 2013-11-01 | 88.7552401468 |
| 2013-12-01 | 88.2231627535 |
| 2014-01-01 | 88.3960920077 |
| 2014-02-01 | 88.4822092602 |
| 2014-03-01 | 88.7552020552 |
| 2014-04-01 | 89.0870877212 |
| 2014-05-01 | 89.0603808768 |
| 2014-06-01 | 88.9213112417 |
| 2014-07-01 | 88.9272749496 |
| 2014-08-01 | 88.7966784270 |
| 2014-09-01 | 88.7603478455 |
| 2014-10-01 | 88.9800048582 |
| 2014-11-01 | 89.0947103176 |
| 2014-12-01 | 89.4606330127 |
| 2015-01-01 | 89.8570260590 |
| 2015-02-01 | 90.0741417131 |
| 2015-03-01 | 90.1059654862 |
| 2015-04-01 | 90.1914182474 |
| 2015-05-01 | 90.2841993805 |
| 2015-06-01 | 90.6010947752 |
| 2015-07-01 | 90.5298698775 |
| 2015-08-01 | 90.5370654021 |
| 2015-09-01 | 90.8499826517 |
| 2015-10-01 | 91.0243671346 |
| 2015-11-01 | 91.1222591491 |
| 2015-12-01 | 91.0928413243 |
| 2016-01-01 | 91.3387995560 |
| 2016-02-01 | 91.3731299187 |
| 2016-03-01 | 91.2032426858 |
| 2016-04-01 | 91.0116091404 |
| 2016-05-01 | 90.8135188362 |
| 2016-06-01 | 90.5748663456 |
| 2016-07-01 | 91.4154104312 |
| 2016-08-01 | 91.4506241802 |
| 2016-09-01 | 91.4069733189 |
| 2016-10-01 | 90.6982269724 |
| 2016-11-01 | 91.2268391129 |
| 2016-12-01 | 91.3323138925 |
| 2017-01-01 | 90.3212642097 |
| 2017-02-01 | 90.9582776844 |
| 2017-03-01 | 91.4233345271 |
| 2017-04-01 | 92.0580055701 |
| 2017-05-01 | 92.2625019422 |
| 2017-06-01 | 92.5620524333 |
| 2017-07-01 | 92.0971860680 |
| 2017-08-01 | 92.1259109271 |
| 2017-09-01 | 92.3577786749 |
| 2017-10-01 | 92.5565063589 |
| 2017-11-01 | 92.7128725394 |
| 2017-12-01 | 92.8498094778 |
| 2018-01-01 | 92.5327444543 |
| 2018-02-01 | 92.9609182022 |
| 2018-03-01 | 93.2539124093 |
| 2018-04-01 | 92.7057061194 |
| 2018-05-01 | 93.0113592289 |
| 2018-06-01 | 92.8260660200 |
| 2018-07-01 | 93.4177835456 |
| 2018-08-01 | 93.7274494382 |
| 2018-09-01 | 93.7224666327 |
| 2018-10-01 | 94.0092355388 |
| 2018-11-01 | 93.9658420557 |
| 2018-12-01 | 94.2617400831 |
| 2019-01-01 | 95.3448369387 |
| 2019-02-01 | 95.7519185545 |
| 2019-03-01 | 96.0549409320 |
| 2019-04-01 | 96.9501656623 |
| 2019-05-01 | 97.3786321260 |
| 2019-06-01 | 97.6173412989 |
| 2019-07-01 | 97.8711213828 |
| 2019-08-01 | 97.9410626022 |
| 2019-09-01 | 98.1947771231 |
| 2019-10-01 | 97.9481267691 |
| 2019-11-01 | 98.4206089952 |
| 2019-12-01 | 98.5502114956 |
| 2020-01-01 | 98.8325280520 |
| 2020-02-01 | 99.0217668949 |
| 2020-03-01 | 98.8101193229 |
| 2020-04-01 | 90.6932088104 |
| 2020-05-01 | 93.5535615234 |
| 2020-06-01 | 95.3306476824 |
| 2020-07-01 | 95.7672468704 |
| 2020-08-01 | 96.5118094176 |
| 2020-09-01 | 96.8976547732 |
| 2020-10-01 | 97.6677966449 |
| 2020-11-01 | 97.9141665326 |
| 2020-12-01 | 98.0381333150 |
| 2021-01-01 | 97.8751797164 |
| 2021-02-01 | 97.3517837356 |
| 2021-03-01 | 98.4731039700 |
| 2021-04-01 | 98.4172227128 |
| 2021-05-01 | 97.6433162434 |
| 2021-06-01 | 98.3508574514 |
| 2021-07-01 | 98.7129167632 |
| 2021-08-01 | 98.5893395233 |
| 2021-09-01 | 98.7998236936 |
| 2021-10-01 | 99.2970383002 |
| 2021-11-01 | 99.5298835258 |
| 2021-12-01 | 99.5268745229 |
| 2022-01-01 | 99.9418708576 |
| 2022-02-01 | 100.0986081228 |
| 2022-03-01 | 100.3726806838 |
| 2022-04-01 | 101.5128364970 |
| 2022-05-01 | 102.0022441581 |
| 2022-06-01 | 102.5534196129 |
| 2022-07-01 | 103.3983904262 |
| 2022-08-01 | 104.0982567936 |
| 2022-09-01 | 104.9948305896 |
| 2022-10-01 | 105.7266821062 |
| 2022-11-01 | 106.5384200602 |
| 2022-12-01 | 107.7134754561 |
| 2023-01-01 | 108.3317591096 |
| 2023-02-01 | 109.0497006457 |
| 2023-03-01 | 109.4747523073 |
| 2023-04-01 | 109.6908017679 |
| 2023-05-01 | 110.2323737682 |
| 2023-06-01 | 110.9593250375 |
| 2023-07-01 | 110.9943977481 |
| 2023-08-01 | 111.9139561615 |
| 2023-09-01 | 112.2986434613 |
| 2023-10-01 | 112.3704655741 |
| 2023-11-01 | 112.8917508356 |
| 2023-12-01 | 113.8436264742 |
| 2024-01-01 | 113.5978790708 |
| 2024-02-01 | 114.6847149678 |
| 2024-03-01 | 115.4619415245 |
| 2024-04-01 | 115.9477772701 |
| 2024-05-01 | 116.7188800962 |
| 2024-06-01 | 117.4300428436 |
| 2024-07-01 | 118.1943954911 |
| 2024-08-01 | 118.8461376892 |
| 2024-09-01 | 119.3980701536 |
| 2024-10-01 | 120.0316334016 |
| 2024-11-01 | 120.4350854587 |
| 2024-12-01 | 120.4744797562 |
| 2025-01-01 | 121.2774096901 |
| 2025-02-01 | 121.6301621994 |
| 2025-03-01 | 122.0996759189 |
| 2025-04-01 | 122.0004000845 |
| 2025-05-01 | 122.3937441253 |
| 2025-06-01 | 121.5835326998 |
| 2025-07-01 | 121.0451470295 |
| 2025-08-01 | 121.2847301810 |
| 2025-09-01 | 122.3247810509 |
| 2025-10-01 | 123.4736992754 |
| 2025-11-01 | 123.4669206883 |
| 2025-12-01 | 123.5162251913 |
| 2026-01-01 | 124.8724079299 |
| 2026-02-01 | 125.2964433167 |
| 2026-03-01 | 125.6487075609 |
| 2026-04-01 | 126.4574477434 |
| 2026-05-01 | 127.2682587754 |
| 2026-06-01 | 128.2771324939 |
| 2026-07-01 | 128.5975637830 |
| 2026-08-01 | 128.9205257183 |
| 2026-09-01 | 128.8345180965 |