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 2024-10-01 |
| Last Updated | 2024-11-20 4:58 AM CST |
| 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 | 3.4187926268719700 |
| 1990-02-01 | 3.4368667710580802 |
| 1990-03-01 | 3.3497280575465695 |
| 1990-04-01 | 3.3244907511533097 |
| 1990-05-01 | 3.0044003822592504 |
| 1990-06-01 | 3.2716413260344600 |
| 1990-07-01 | 3.3698761942628800 |
| 1990-08-01 | 3.2961741057463105 |
| 1990-09-01 | 3.3436818433906095 |
| 1990-10-01 | 3.2655519300188796 |
| 1990-11-01 | 3.2772630817716895 |
| 1990-12-01 | 3.3355154159196205 |
| 1991-01-01 | 3.2178015382045800 |
| 1991-02-01 | 3.2428883331920297 |
| 1991-03-01 | 3.2527780425331200 |
| 1991-04-01 | 3.4449679811359704 |
| 1991-05-01 | 3.4097691589432200 |
| 1991-06-01 | 3.2540338170909200 |
| 1991-07-01 | 3.2588403892980597 |
| 1991-08-01 | 3.0839837102424500 |
| 1991-09-01 | 3.3367940300378900 |
| 1991-10-01 | 3.4648879326164703 |
| 1991-11-01 | 3.4729115806039306 |
| 1991-12-01 | 3.5430761882904000 |
| 1992-01-01 | 3.6244540778688700 |
| 1992-02-01 | 3.6616614367650700 |
| 1992-03-01 | 3.6658166665307300 |
| 1992-04-01 | 3.6724349801840300 |
| 1992-05-01 | 3.5080965349456603 |
| 1992-06-01 | 3.2256743825193195 |
| 1992-07-01 | 3.4405932375508200 |
| 1992-08-01 | 3.4550985508022998 |
| 1992-09-01 | 3.7309392124077796 |
| 1992-10-01 | 3.5636830233923900 |
| 1992-11-01 | 3.5732239734268600 |
| 1992-12-01 | 3.5592309140880602 |
| 1993-01-01 | 3.5350681698649200 |
| 1993-02-01 | 3.4811578832507000 |
| 1993-03-01 | 3.5860182371966203 |
| 1993-04-01 | 3.4999519254049396 |
| 1993-05-01 | 3.6044502470590900 |
| 1993-06-01 | 3.6976660710922404 |
| 1993-07-01 | 3.7148979278558905 |
| 1993-08-01 | 3.9195388254342003 |
| 1993-09-01 | 3.6154560743156500 |
| 1993-10-01 | 3.5675605845144505 |
| 1993-11-01 | 3.5775637651256096 |
| 1993-12-01 | 3.5737538667319500 |
| 1994-01-01 | 3.7517748327461400 |
| 1994-02-01 | 3.8132814577257500 |
| 1994-03-01 | 3.8119619595212900 |
| 1994-04-01 | 3.7209236926245200 |
| 1994-05-01 | 3.6903692934347500 |
| 1994-06-01 | 3.8752391762569300 |
| 1994-07-01 | 3.7773022229927300 |
| 1994-08-01 | 3.7753530866585400 |
| 1994-09-01 | 3.8019933501718200 |
| 1994-10-01 | 3.7844115101975900 |
| 1994-11-01 | 3.7917154066025000 |
| 1994-12-01 | 3.8912089142593698 |
| 1995-01-01 | 3.5661633969213504 |
| 1995-02-01 | 3.4381604106589503 |
| 1995-03-01 | 3.4387489868188700 |
| 1995-04-01 | 3.4205754482983797 |
| 1995-05-01 | 3.6754352852755400 |
| 1995-06-01 | 3.8701007902501297 |
| 1995-07-01 | 3.7395027464668500 |
| 1995-08-01 | 3.8375061662431400 |
| 1995-09-01 | 3.7868602861139300 |
| 1995-10-01 | 3.9082652822077595 |
| 1995-11-01 | 3.9028430797660100 |
| 1995-12-01 | 4.0005663952192700 |
| 1996-01-01 | 3.9876724698074200 |
| 1996-02-01 | 4.0602005963268500 |
| 1996-03-01 | 4.0612240454412800 |
| 1996-04-01 | 4.1004037361416100 |
| 1996-05-01 | 4.1585869175225300 |
| 1996-06-01 | 4.0872067987704900 |
| 1996-07-01 | 4.1053987689530700 |
| 1996-08-01 | 4.1013105211418600 |
| 1996-09-01 | 4.1759795847185100 |
| 1996-10-01 | 4.1340700372379000 |
| 1996-11-01 | 4.1190389529585700 |
| 1996-12-01 | 4.2029049541398300 |
| 1997-01-01 | 4.3058204411374800 |
| 1997-02-01 | 4.2717993822646700 |
| 1997-03-01 | 4.3765172552156000 |
| 1997-04-01 | 4.3643315177608400 |
| 1997-05-01 | 4.3463520111660400 |
| 1997-06-01 | 4.4227411656905100 |
| 1997-07-01 | 4.3794846657250295 |
| 1997-08-01 | 4.3772592260938600 |
| 1997-09-01 | 4.3601968308418500 |
| 1997-10-01 | 4.3605688511231000 |
| 1997-11-01 | 4.4401894640182000 |
| 1997-12-01 | 4.4028365193052600 |
| 1998-01-01 | 4.4146293921527695 |
| 1998-02-01 | 4.3731353891344700 |
| 1998-03-01 | 4.3682223592510000 |
| 1998-04-01 | 4.5278425862708210 |
| 1998-05-01 | 4.5515966899516400 |
| 1998-06-01 | 4.7659405150104400 |
| 1998-07-01 | 4.5673278338746510 |
| 1998-08-01 | 4.5634180968513100 |
| 1998-09-01 | 4.4391734128973095 |
| 1998-10-01 | 4.5822948268657100 |
| 1998-11-01 | 4.7620402143151900 |
| 1998-12-01 | 4.6035834459090100 |
| 1999-01-01 | 4.6102652261041110 |
| 1999-02-01 | 4.7667654339426300 |
| 1999-03-01 | 4.7500810492096300 |
| 1999-04-01 | 4.4924980735660300 |
| 1999-05-01 | 4.5618936267356000 |
| 1999-06-01 | 4.8148096723632800 |
| 1999-07-01 | 4.9729693190797400 |
| 1999-08-01 | 4.9600677738407700 |
| 1999-09-01 | 5.0162969881189810 |
| 1999-10-01 | 4.9933749992065195 |
| 1999-11-01 | 4.9740229718055100 |
| 1999-12-01 | 5.0043431531918100 |
| 2000-01-01 | 4.7010230109754800 |
| 2000-02-01 | 4.8598325083074405 |
| 2000-03-01 | 4.8265069119007995 |
| 2000-04-01 | 4.9690661054489690 |
| 2000-05-01 | 5.1741740315905700 |
| 2000-06-01 | 5.0588853096212300 |
| 2000-07-01 | 5.1961722471581510 |
| 2000-08-01 | 5.1480960600507300 |
| 2000-09-01 | 5.4932493992834700 |
| 2000-10-01 | 5.0934867509133100 |
| 2000-11-01 | 5.0836331379451300 |
| 2000-12-01 | 5.2050201648190590 |
| 2001-01-01 | 5.2933483336226600 |
| 2001-02-01 | 5.3624459056586300 |
| 2001-03-01 | 5.4128791575096610 |
| 2001-04-01 | 5.3557781408304190 |
| 2001-05-01 | 5.1721106324751900 |
| 2001-06-01 | 5.1888532019007100 |
| 2001-07-01 | 5.1212325543233100 |
| 2001-08-01 | 5.1249552283276790 |
| 2001-09-01 | 5.2721717410904905 |
| 2001-10-01 | 5.2907316818608100 |
| 2001-11-01 | 5.2942015690906700 |
| 2001-12-01 | 5.3199206174767300 |
| 2002-01-01 | 5.3873959740270200 |
| 2002-02-01 | 5.3758630968122810 |
| 2002-03-01 | 5.4095038919466900 |
| 2002-04-01 | 5.3567239596586910 |
| 2002-05-01 | 5.2687551419295400 |
| 2002-06-01 | 5.1811517407570990 |
| 2002-07-01 | 5.0317379623419400 |
| 2002-08-01 | 5.5799282971600100 |
| 2002-09-01 | 5.7657872472434700 |
| 2002-10-01 | 5.7921225493821300 |
| 2002-11-01 | 5.9054626917036295 |
| 2002-12-01 | 5.8448192628742990 |
| 2003-01-01 | 5.7925180131100190 |
| 2003-02-01 | 5.7022581420434900 |
| 2003-03-01 | 5.7314198014827090 |
| 2003-04-01 | 5.7711511001691300 |
| 2003-05-01 | 5.8498516672245000 |
| 2003-06-01 | 5.7361761911196700 |
| 2003-07-01 | 5.7107028710215400 |
| 2003-08-01 | 5.9249363547459900 |
| 2003-09-01 | 5.8710710584656500 |
| 2003-10-01 | 5.9009864817672595 |
| 2003-11-01 | 5.9214046241848700 |
| 2003-12-01 | 5.9794958033524900 |
| 2004-01-01 | 6.0130792322084500 |
| 2004-02-01 | 6.1313569446914995 |
| 2004-03-01 | 6.1720471459192800 |
| 2004-04-01 | 6.1017166355527905 |
| 2004-05-01 | 6.0230940695638710 |
| 2004-06-01 | 5.9566332413687000 |
| 2004-07-01 | 5.8589663523460900 |
| 2004-08-01 | 6.0596636257256400 |
| 2004-09-01 | 6.1912913915171800 |
| 2004-10-01 | 6.2196879934559000 |
| 2004-11-01 | 6.2472157418598300 |
| 2004-12-01 | 6.2153733081443200 |
| 2005-01-01 | 6.3444223142018610 |
| 2005-02-01 | 6.3588833924950100 |
| 2005-03-01 | 6.4142045255467400 |
| 2005-04-01 | 6.5395538340118800 |
| 2005-05-01 | 6.5928739252119600 |
| 2005-06-01 | 7.0602946413590710 |
| 2005-07-01 | 6.7936495079713200 |
| 2005-08-01 | 6.8085859075908700 |
| 2005-09-01 | 6.6166507938715400 |
| 2005-10-01 | 6.6385809778169300 |
| 2005-11-01 | 6.6783079080852200 |
| 2005-12-01 | 6.7469641086607390 |
| 2006-01-01 | 6.7746593269382505 |
| 2006-02-01 | 6.7816505581652810 |
| 2006-03-01 | 6.7441593473268195 |
| 2006-04-01 | 6.8762685066623400 |
| 2006-05-01 | 6.9791608031629300 |
| 2006-06-01 | 7.3607363960541700 |
| 2006-07-01 | 7.2288320289253200 |
| 2006-08-01 | 6.9699526921206700 |
| 2006-09-01 | 7.0577901034402900 |
| 2006-10-01 | 6.9564472529551600 |
| 2006-11-01 | 6.8984507544536795 |
| 2006-12-01 | 6.9628602200017690 |
| 2007-01-01 | 6.9991911892518700 |
| 2007-02-01 | 7.0967528685798005 |
| 2007-03-01 | 7.0585283388710796 |
| 2007-04-01 | 7.1104245861985710 |
| 2007-05-01 | 7.1766345842069100 |
| 2007-06-01 | 7.3815526576459005 |
| 2007-07-01 | 7.1823515210588600 |
| 2007-08-01 | 7.1562469030149400 |
| 2007-09-01 | 6.9924813660060705 |
| 2007-10-01 | 7.1650111100454810 |
| 2007-11-01 | 7.2049859068317400 |
| 2007-12-01 | 7.1595438242448000 |
| 2008-01-01 | 7.2134147343120190 |
| 2008-02-01 | 7.2111303647757300 |
| 2008-03-01 | 7.2646834107859510 |
| 2008-04-01 | 6.4361667929315200 |
| 2008-05-01 | 6.4837244391912400 |
| 2008-06-01 | 6.5298307768383000 |
| 2008-07-01 | 6.4563022511290000 |
| 2008-08-01 | 6.4468172214543090 |
| 2008-09-01 | 6.4303316085800990 |
| 2008-10-01 | 6.4694948292667600 |
| 2008-11-01 | 6.3954400410561500 |
| 2008-12-01 | 6.4470703679585800 |
| 2009-01-01 | 6.4191866027899190 |
| 2009-02-01 | 6.4169787454788810 |
| 2009-03-01 | 6.4621385430633000 |
| 2009-04-01 | 6.2528399820578800 |
| 2009-05-01 | 6.2933608805182395 |
| 2009-06-01 | 6.4073853440805400 |
| 2009-07-01 | 6.3582391444607490 |
| 2009-08-01 | 6.3466538954661390 |
| 2009-09-01 | 6.2527087897070100 |
| 2009-10-01 | 6.2668223629952190 |
| 2009-11-01 | 6.2779969032490195 |
| 2009-12-01 | 6.3293229357204810 |
| 2010-01-01 | 6.1205070654680590 |
| 2010-02-01 | 6.1195139745066610 |
| 2010-03-01 | 6.0617324832422500 |
| 2010-04-01 | 6.0549114189446700 |
| 2010-05-01 | 6.1056993069322600 |
| 2010-06-01 | 6.1009339937390195 |
| 2010-07-01 | 6.1738230020121210 |
| 2010-08-01 | 6.1471985690568700 |
| 2010-09-01 | 6.1693230473538700 |
| 2010-10-01 | 6.1650682459911390 |
| 2010-11-01 | 6.1562093749512800 |
| 2010-12-01 | 6.2101978857249900 |
| 2011-01-01 | 6.2242591997329100 |
| 2011-02-01 | 6.1157419293649005 |
| 2011-03-01 | 6.1644324814276700 |
| 2011-04-01 | 6.1512283920298100 |
| 2011-05-01 | 6.1028054753810600 |
| 2011-06-01 | 6.1067038898036390 |
| 2011-07-01 | 6.1039380390927690 |
| 2011-08-01 | 6.0592894897004810 |
| 2011-09-01 | 5.9616399265117690 |
| 2011-10-01 | 5.9637542050555900 |
| 2011-11-01 | 5.9455826014293400 |
| 2011-12-01 | 5.8932791256932490 |
| 2012-01-01 | 5.9255117215940700 |
| 2012-02-01 | 5.9091291191844700 |
| 2012-03-01 | 5.7655705288522990 |
| 2012-04-01 | 5.8394658669698300 |
| 2012-05-01 | 5.8986282370002000 |
| 2012-06-01 | 5.8186339570978200 |
| 2012-07-01 | 5.7383863623971110 |
| 2012-08-01 | 5.8769307690705300 |
| 2012-09-01 | 5.8430347179714800 |
| 2012-10-01 | 5.8626928023349700 |
| 2012-11-01 | 5.9359167099388200 |
| 2012-12-01 | 5.9846940833552800 |
| 2013-01-01 | 5.8248191476858200 |
| 2013-02-01 | 5.8997739787827100 |
| 2013-03-01 | 5.8645676317077100 |
| 2013-04-01 | 5.9275297524814405 |
| 2013-05-01 | 5.8884837768100700 |
| 2013-06-01 | 5.9387549672725200 |
| 2013-07-01 | 5.8755139728644210 |
| 2013-08-01 | 5.8968589828486600 |
| 2013-09-01 | 5.9155222794941700 |
| 2013-10-01 | 5.9590896598059200 |
| 2013-11-01 | 5.9295853012430700 |
| 2013-12-01 | 5.9782423385503600 |
| 2014-01-01 | 5.9254521577281300 |
| 2014-02-01 | 5.9909498865454000 |
| 2014-03-01 | 6.0624600355821110 |
| 2014-04-01 | 6.0125839668396100 |
| 2014-05-01 | 6.0815580462411800 |
| 2014-06-01 | 6.0628463985067500 |
| 2014-07-01 | 6.0053088932174195 |
| 2014-08-01 | 6.0158132185947500 |
| 2014-09-01 | 6.0926829218462100 |
| 2014-10-01 | 6.0514956766505900 |
| 2014-11-01 | 6.0237004846998290 |
| 2014-12-01 | 6.0734031427514600 |
| 2015-01-01 | 6.1305999557032400 |
| 2015-02-01 | 6.0823762216540900 |
| 2015-03-01 | 5.9533567055335590 |
| 2015-04-01 | 6.1048728224288290 |
| 2015-05-01 | 6.0657145742626000 |
| 2015-06-01 | 6.1942345798415600 |
| 2015-07-01 | 6.2265509869870100 |
| 2015-08-01 | 6.2358738929450600 |
| 2015-09-01 | 6.2772016473921400 |
| 2015-10-01 | 6.2369470941930700 |
| 2015-11-01 | 6.3233424388994410 |
| 2015-12-01 | 6.1685833044224810 |
| 2016-01-01 | 6.3346378255391800 |
| 2016-02-01 | 6.2793729775117800 |
| 2016-03-01 | 6.2424620163149810 |
| 2016-04-01 | 6.2966881983856290 |
| 2016-05-01 | 6.0516437781767000 |
| 2016-06-01 | 6.2191821457216290 |
| 2016-07-01 | 6.2351780285289690 |
| 2016-08-01 | 6.4533193430607810 |
| 2016-09-01 | 6.3833586354979690 |
| 2016-10-01 | 6.2220752330480300 |
| 2016-11-01 | 6.2190816682781100 |
| 2016-12-01 | 6.1608503455426900 |
| 2017-01-01 | 6.1416063821461390 |
| 2017-02-01 | 6.1777425451712000 |
| 2017-03-01 | 6.1343996338832590 |
| 2017-04-01 | 6.1890680261579300 |
| 2017-05-01 | 6.2430768544473500 |
| 2017-06-01 | 6.1344112512784410 |
| 2017-07-01 | 6.2357656330146700 |
| 2017-08-01 | 6.2595160412275710 |
| 2017-09-01 | 6.3024064939827500 |
| 2017-10-01 | 6.3097592313528000 |
| 2017-11-01 | 6.3075714292449705 |
| 2017-12-01 | 6.3574842336771200 |
| 2018-01-01 | 6.3571935926931000 |
| 2018-02-01 | 6.3811634223509690 |
| 2018-03-01 | 6.4281683357081505 |
| 2018-04-01 | 6.2811289087282800 |
| 2018-05-01 | 6.3444769082254100 |
| 2018-06-01 | 6.2294706572746510 |
| 2018-07-01 | 6.2318532878600800 |
| 2018-08-01 | 6.1524483884081300 |
| 2018-09-01 | 6.2264021745539500 |
| 2018-10-01 | 6.3041930317307700 |
| 2018-11-01 | 6.1983435321687010 |
| 2018-12-01 | 6.2589627587444400 |
| 2019-01-01 | 6.2736026830964200 |
| 2019-02-01 | 6.2810131178770000 |
| 2019-03-01 | 6.3271246525840310 |
| 2019-04-01 | 6.4767030975983000 |
| 2019-05-01 | 6.3590033628262100 |
| 2019-06-01 | 6.3130611087814700 |
| 2019-07-01 | 6.0271150411721200 |
| 2019-08-01 | 6.2320498305550190 |
| 2019-09-01 | 6.2367900944195800 |
| 2019-10-01 | 6.5068894362862600 |
| 2019-11-01 | 6.3879144081531910 |
| 2019-12-01 | 6.4710810589597205 |
| 2020-01-01 | 6.3881431901817690 |
| 2020-02-01 | 6.3807043361375590 |
| 2020-03-01 | 6.3330696659178200 |
| 2020-04-01 | 5.7743780465927810 |
| 2020-05-01 | 5.5899990219914400 |
| 2020-06-01 | 5.7894282921989300 |
| 2020-07-01 | 5.8155294263598500 |
| 2020-08-01 | 5.8015984993449010 |
| 2020-09-01 | 5.6348667633961000 |
| 2020-10-01 | 5.7132341573293900 |
| 2020-11-01 | 5.7824523448317600 |
| 2020-12-01 | 5.6929450974276300 |
| 2021-01-01 | 5.6921460571400090 |
| 2021-02-01 | 5.6735791907871600 |
| 2021-03-01 | 5.8486662683363700 |
| 2021-04-01 | 5.7760594078559000 |
| 2021-05-01 | 5.8328685253815000 |
| 2021-06-01 | 5.8702661040003700 |
| 2021-07-01 | 5.7981805734139200 |
| 2021-08-01 | 5.8673887072385000 |
| 2021-09-01 | 5.8175546747033100 |
| 2021-10-01 | 5.8181352139218605 |
| 2021-11-01 | 5.7786714297386800 |
| 2021-12-01 | 5.8227541994255500 |
| 2022-01-01 | 5.8939773891428800 |
| 2022-02-01 | 5.9691765189730410 |
| 2022-03-01 | 5.8584763838768900 |
| 2022-04-01 | 5.9843166950127005 |
| 2022-05-01 | 5.9700299456479000 |
| 2022-06-01 | 5.9603611828514800 |
| 2022-07-01 | 5.8764275273932400 |
| 2022-08-01 | 6.0420823419967900 |
| 2022-09-01 | 6.0963047284753500 |
| 2022-10-01 | 6.0129999540896800 |
| 2022-11-01 | 6.1880603123956210 |
| 2022-12-01 | 6.1514812584485700 |
| 2023-01-01 | 6.0878815845426200 |
| 2023-02-01 | 6.1586316987063300 |
| 2023-03-01 | 6.1672182939649500 |
| 2023-04-01 | 6.3949878585812700 |
| 2023-05-01 | 6.1969230109613300 |
| 2023-06-01 | 6.0605265498533890 |
| 2023-07-01 | 6.3575651595197000 |
| 2023-08-01 | 6.4309684624314000 |
| 2023-09-01 | 6.3756880317140200 |
| 2023-10-01 | 6.4046918792105200 |
| 2023-11-01 | 6.2951897763279700 |
| 2023-12-01 | 6.2695212430702200 |
| 2024-01-01 | 6.3843502246985900 |
| 2024-02-01 | 6.3541842676045800 |
| 2024-03-01 | 6.3702958388650890 |
| 2024-04-01 | 6.3033112199947590 |
| 2024-05-01 | 6.3125077057730900 |
| 2024-06-01 | 6.3652570036826910 |
| 2024-07-01 | 6.5411266899177000 |
| 2024-08-01 | 6.3314755446935790 |
| 2024-09-01 | 6.8661044775477200 |
| 2024-10-01 | 6.8923219929168610 |
