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 2026-06-01
Last Updated 2026-07-22 9:35 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 46.3852825431703
1990-02-01 46.6072040487610
1990-03-01 46.7194939327642
1990-04-01 46.7057475499232
1990-05-01 46.9177669772536
1990-06-01 47.0279505057174
1990-07-01 47.1995947081564
1990-08-01 47.4108244071781
1990-09-01 47.5298440345610
1990-10-01 47.8256991815833
1990-11-01 48.0002485677095
1990-12-01 48.0692937454991
1991-01-01 48.3807775088350
1991-02-01 48.2917363386821
1991-03-01 48.6001695284740
1991-04-01 49.0141555252917
1991-05-01 49.5288548073640
1991-06-01 49.6543329152800
1991-07-01 49.4235884354158
1991-08-01 49.7481247330171
1991-09-01 49.4209820038857
1991-10-01 49.8116517403753
1991-11-01 49.7857261811730
1991-12-01 49.8558034438051
1992-01-01 49.7489383485107
1992-02-01 49.9689550070807
1992-03-01 50.0738634117879
1992-04-01 50.2252880983324
1992-05-01 50.2427256879001
1992-06-01 50.5911675133763
1992-07-01 50.7635294954350
1992-08-01 50.7841517163026
1992-09-01 51.1075276502669
1992-10-01 51.1029578434675
1992-11-01 51.3642019457170
1992-12-01 51.2191310861907
1993-01-01 52.1376862832794
1993-02-01 52.2487311177586
1993-03-01 52.5219036730215
1993-04-01 53.3516444899605
1993-05-01 53.1657374464378
1993-06-01 53.1262108882750
1993-07-01 53.6277932248619
1993-08-01 53.7354952157526
1993-09-01 54.0904736806650
1993-10-01 54.1823955036767
1993-11-01 54.4217929997260
1993-12-01 54.6708829629471
1994-01-01 54.7280163239059
1994-02-01 55.0361051315715
1994-03-01 55.0737791283742
1994-04-01 55.0761203563990
1994-05-01 55.2811155583432
1994-06-01 55.2620904093635
1994-07-01 56.2897763068550
1994-08-01 56.1608665560450
1994-09-01 56.5891993888940
1994-10-01 57.1585117131484
1994-11-01 57.4556537952337
1994-12-01 57.7125661304981
1995-01-01 58.3722540875814
1995-02-01 58.5412234091640
1995-03-01 58.7460618613571
1995-04-01 58.8963461051700
1995-05-01 59.1102707180999
1995-06-01 59.2701412637588
1995-07-01 59.4270520950404
1995-08-01 59.9589284432303
1995-09-01 60.6070315670379
1995-10-01 60.6269042310541
1995-11-01 60.8762316970874
1995-12-01 61.3531453464824
1996-01-01 60.1485610947310
1996-02-01 60.3707532131086
1996-03-01 61.1556441435974
1996-04-01 61.4087554698952
1996-05-01 62.0288633015320
1996-06-01 62.2628445852261
1996-07-01 62.2273133068978
1996-08-01 62.5858796470335
1996-09-01 62.6277620268442
1996-10-01 62.8162279911228
1996-11-01 63.0150826523224
1996-12-01 63.0976155103961
1997-01-01 63.3972169341390
1997-02-01 63.7580681704178
1997-03-01 63.6917556529932
1997-04-01 62.8935219994042
1997-05-01 63.5256576456728
1997-06-01 64.4187293615833
1997-07-01 63.7804561109022
1997-08-01 63.6731825857594
1997-09-01 63.8241831369725
1997-10-01 64.6360140729349
1997-11-01 64.3945487412970
1997-12-01 64.2687617983976
1998-01-01 64.6425882159504
1998-02-01 64.6550314681290
1998-03-01 64.5385862467617
1998-04-01 65.2945044119960
1998-05-01 65.1885735252774
1998-06-01 64.5751172116810
1998-07-01 66.2198353526340
1998-08-01 65.7520047668648
1998-09-01 65.5944346864956
1998-10-01 65.8446603151205
1998-11-01 66.0018953228362
1998-12-01 66.3652608495310
1999-01-01 65.6759007788257
1999-02-01 65.8718274321878
1999-03-01 65.7023700407498
1999-04-01 64.9654968684568
1999-05-01 64.9126058402697
1999-06-01 64.6393799546900
1999-07-01 65.2485486511985
1999-08-01 64.7278864968477
1999-09-01 64.5989469592426
1999-10-01 64.2697085514177
1999-11-01 64.2379386899220
1999-12-01 64.2003443695960
2000-01-01 64.1623759800511
2000-02-01 64.1370018493340
2000-03-01 64.0258705521855
2000-04-01 65.1676296932467
2000-05-01 65.7261383324144
2000-06-01 65.3464329067120
2000-07-01 65.3289713507281
2000-08-01 65.4336784749501
2000-09-01 65.9628179179165
2000-10-01 65.5654603098114
2000-11-01 65.7388470310845
2000-12-01 65.4228254226945
2001-01-01 66.4606063252325
2001-02-01 66.5262368534270
2001-03-01 66.6284964669479
2001-04-01 66.5383849341123
2001-05-01 67.1423319779181
2001-06-01 67.4771059037784
2001-07-01 67.4700449811843
2001-08-01 67.7896623548917
2001-09-01 67.7198332507459
2001-10-01 68.4507801590529
2001-11-01 68.2024001830391
2001-12-01 68.4103904314783
2002-01-01 68.8384069630216
2002-02-01 69.1717191491938
2002-03-01 69.1218445420384
2002-04-01 70.4199831170345
2002-05-01 71.0027750608400
2002-06-01 71.1332245600895
2002-07-01 71.6428312587013
2002-08-01 71.8875942308479
2002-09-01 71.5530052994304
2002-10-01 71.8887092414751
2002-11-01 72.4261566232693
2002-12-01 72.4989871174078
2003-01-01 72.2019346531279
2003-02-01 72.4112787283471
2003-03-01 72.3613879524167
2003-04-01 71.9645134998420
2003-05-01 71.9027419017717
2003-06-01 71.7737402554006
2003-07-01 71.8763709242441
2003-08-01 72.0128517494102
2003-09-01 72.3218929264118
2003-10-01 71.9587162144585
2003-11-01 72.0823626268756
2003-12-01 72.0022214195698
2004-01-01 74.5360341041380
2004-02-01 74.5114429646720
2004-03-01 74.6997006456505
2004-04-01 74.4403718985243
2004-05-01 74.2323964051708
2004-06-01 73.9936835658878
2004-07-01 73.7047784265921
2004-08-01 73.6466639923850
2004-09-01 73.9707533681537
2004-10-01 74.6068554568954
2004-11-01 74.4452493366750
2004-12-01 74.7252993583432
2005-01-01 74.2955690019366
2005-02-01 74.3936570804486
2005-03-01 74.5683778721918
2005-04-01 75.2989818677925
2005-05-01 75.0405246497647
2005-06-01 75.1737925457809
2005-07-01 75.8177029918746
2005-08-01 76.1841416921776
2005-09-01 76.5449917399485
2005-10-01 76.5794041277287
2005-11-01 76.6504882426999
2005-12-01 77.2580959932498
2006-01-01 76.1577384352265
2006-02-01 76.3704011374054
2006-03-01 76.3364967658756
2006-04-01 76.4669244546173
2006-05-01 76.7415976667494
2006-06-01 77.5274664627086
2006-07-01 77.2214958643471
2006-08-01 77.2088129517645
2006-09-01 77.1674744288924
2006-10-01 76.9689647518113
2006-11-01 76.7020808963013
2006-12-01 77.1239243799364
2007-01-01 78.1029152107148
2007-02-01 78.2403505383780
2007-03-01 78.6057823707699
2007-04-01 78.6200191123949
2007-05-01 78.9066749623091
2007-06-01 79.2757004352028
2007-07-01 79.2350154644302
2007-08-01 79.4305587968490
2007-09-01 79.7147479591141
2007-10-01 80.3798174808260
2007-11-01 80.6133014407182
2007-12-01 80.7370839962474
2008-01-01 80.9614258065117
2008-02-01 81.3140250095374
2008-03-01 81.2275850348952
2008-04-01 81.7797868301910
2008-05-01 82.1836661379732
2008-06-01 81.8265548156141
2008-07-01 82.4899793826413
2008-08-01 82.6752441747385
2008-09-01 82.5404360990373
2008-10-01 82.9186079137523
2008-11-01 83.0067760023947
2008-12-01 83.2231820979355
2009-01-01 83.9340251739998
2009-02-01 83.2997148193806
2009-03-01 83.2259563145913
2009-04-01 82.5442168955070
2009-05-01 82.6481581943461
2009-06-01 82.8940540305346
2009-07-01 83.3549759791074
2009-08-01 82.9334707538795
2009-09-01 82.8846402199682
2009-10-01 82.4730908193988
2009-11-01 82.4076612273595
2009-12-01 82.4691594807744
2010-01-01 82.8818072086128
2010-02-01 82.7955306421862
2010-03-01 82.8884292195565
2010-04-01 83.1239889927322
2010-05-01 83.0312770105440
2010-06-01 83.0711837471429
2010-07-01 82.9172767856717
2010-08-01 82.9878927459988
2010-09-01 83.3092308432007
2010-10-01 83.8982103002779
2010-11-01 83.7911531069205
2010-12-01 83.8160241166271
2011-01-01 83.4508581379263
2011-02-01 83.0101580684796
2011-03-01 83.6589484230876
2011-04-01 83.8040123144038
2011-05-01 83.9948469534273
2011-06-01 84.3588488540298
2011-07-01 84.5770766536574
2011-08-01 84.7434846909657
2011-09-01 85.0436069649585
2011-10-01 85.0005753528148
2011-11-01 85.3981173027176
2011-12-01 85.4876950798369
2012-01-01 85.3121452641845
2012-02-01 85.6197967983116
2012-03-01 85.9285191880040
2012-04-01 86.1001840001443
2012-05-01 86.3670042488905
2012-06-01 86.5473316499404
2012-07-01 86.2072362559897
2012-08-01 86.7973042546760
2012-09-01 86.8869301036516
2012-10-01 86.9660185043745
2012-11-01 87.1163728716438
2012-12-01 87.5001239411379
2013-01-01 87.6620430643870
2013-02-01 87.7052649500239
2013-03-01 87.8295522356477
2013-04-01 87.5908308744267
2013-05-01 87.8502848563513
2013-06-01 87.7772469859446
2013-07-01 87.6836070956131
2013-08-01 88.0133819088291
2013-09-01 87.9400099686472
2013-10-01 88.4245570272581
2013-11-01 88.7552437145405
2013-12-01 88.2230773233369
2014-01-01 88.3960742299871
2014-02-01 88.4821878993256
2014-03-01 88.7551926337683
2014-04-01 89.0870902401420
2014-05-01 89.0603756524641
2014-06-01 88.9214218784534
2014-07-01 88.9272787666418
2014-08-01 88.7966978477739
2014-09-01 88.7603799387444
2014-10-01 88.9800343555083
2014-11-01 89.0947079639308
2014-12-01 89.4604615493115
2015-01-01 89.8569978836564
2015-02-01 90.0740931198363
2015-03-01 90.1059454246188
2015-04-01 90.1914258014461
2015-05-01 90.2842047012919
2015-06-01 90.6013213272282
2015-07-01 90.5298877571279
2015-08-01 90.5370937348195
2015-09-01 90.8500174834161
2015-10-01 91.0244197724488
2015-11-01 91.1222742721569
2015-12-01 91.0924626706118
2016-01-01 91.3387748302866
2016-02-01 91.3730490286495
2016-03-01 91.2032067527755
2016-04-01 91.0116353843485
2016-05-01 90.8135780367595
2016-06-01 90.5752329251188
2016-07-01 91.4154613268619
2016-08-01 91.4506581937195
2016-09-01 91.4069970923395
2016-10-01 90.6982795499938
2016-11-01 91.2268619707725
2016-12-01 91.3317692092914
2017-01-01 90.3212060709777
2017-02-01 90.9581392404721
2017-03-01 91.4232248946534
2017-04-01 92.0580036639371
2017-05-01 92.2626062224374
2017-06-01 92.5629134124402
2017-07-01 92.0971373438851
2017-08-01 92.1258883544536
2017-09-01 92.3577886352810
2017-10-01 92.5565788459238
2017-11-01 92.7129309030697
2017-12-01 92.8491325647124
2018-01-01 92.5326553069921
2018-02-01 92.9605745961635
2018-03-01 93.2536422857226
2018-04-01 92.7056081390131
2018-05-01 93.0115594563516
2018-06-01 92.8275127033334
2018-07-01 93.4177621684465
2018-08-01 93.7274530529525
2018-09-01 93.7224531312353
2018-10-01 94.0092209292338
2018-11-01 93.9658007587269
2018-12-01 94.2610828014926
2019-01-01 95.3447639403775
2019-02-01 95.7514894637120
2019-03-01 96.0539172129356
2019-04-01 96.9500015002932
2019-05-01 97.3790007155329
2019-06-01 97.6195588776530
2019-07-01 97.8713604017021
2019-08-01 97.9413328627678
2019-09-01 98.1947521452199
2019-10-01 97.9478270658851
2019-11-01 98.4203000931274
2019-12-01 98.5495958025090
2020-01-01 98.8324923671373
2020-02-01 99.0211911622220
2020-03-01 98.8083515404743
2020-04-01 90.6928840519194
2020-05-01 93.5535997560610
2020-06-01 95.3324895585890
2020-07-01 95.7709248537172
2020-08-01 96.5115916857461
2020-09-01 96.8973640011678
2020-10-01 97.6673866441287
2020-11-01 97.9136611050801
2020-12-01 98.0333585109189
2021-01-01 97.8790188238377
2021-02-01 97.3500504726044
2021-03-01 98.4697399178499
2021-04-01 98.4165610157960
2021-05-01 97.6437556587800
2021-06-01 98.3537036632356
2021-07-01 98.7218409139511
2021-08-01 98.5898033091312
2021-09-01 98.7994342051398
2021-10-01 99.2957924687694
2021-11-01 99.5279043805518
2021-12-01 99.5150248150941
2022-01-01 99.9483709873702
2022-02-01 100.0944692826000
2022-03-01 100.3659421811450
2022-04-01 101.5127926947420
2022-05-01 102.0052387620050
2022-06-01 102.5600244807090
2022-07-01 103.4176112684970
2022-08-01 104.1028984231420
2022-09-01 104.9952971382830
2022-10-01 105.7215336194440
2022-11-01 106.5322346090820
2022-12-01 107.6907485984750
2023-01-01 108.3361496456930
2023-02-01 109.0373722963820
2023-03-01 109.4602116627790
2023-04-01 109.6922386527950
2023-05-01 110.2444496516850
2023-06-01 110.9768280082230
2023-07-01 111.0303721594400
2023-08-01 111.9347173175020
2023-09-01 112.3032007148040
2023-10-01 112.3486025700740
2023-11-01 112.8758709278380
2023-12-01 113.8107244770010
2024-01-01 113.5900892304400
2024-02-01 114.6595010448890
2024-03-01 115.4388621768510
2024-04-01 115.9528753365430
2024-05-01 116.7455836933810
2024-06-01 117.4667690537230
2024-07-01 118.2540943936580
2024-08-01 118.8798529287770
2024-09-01 119.4071734768700
2024-10-01 119.9875647221350
2024-11-01 120.4075980195150
2024-12-01 120.4302306631550
2025-01-01 121.2559471886710
2025-02-01 121.5885901757390
2025-03-01 122.0676858752990
2025-04-01 122.0098247433530
2025-05-01 122.4385925720790
2025-06-01 121.6435332708640
2025-07-01 121.1270327824890
2025-08-01 121.3270127042060
2025-09-01 122.3355918355970
2025-10-01 123.4061902433130
2025-11-01 123.4285756857260
2025-12-01 123.4658948695330
2026-01-01 124.8369190736070
2026-02-01 125.2437025640470
2026-03-01 125.6121506967480
2026-04-01 126.4730415561250
2026-05-01 127.3299700679640
2026-06-01 128.3616451796190

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