Federal Reserve Economic Data

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 2025-11-01
Last Updated 2026-01-07 9:42 PM 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 46.3852825395649
1990-02-01 46.6072044799559
1990-03-01 46.7194939377747
1990-04-01 46.7057477112921
1990-05-01 46.9177672203161
1990-06-01 47.0279512378249
1990-07-01 47.1995947940634
1990-08-01 47.4108243833845
1990-09-01 47.5298433129228
1990-10-01 47.8256989352566
1990-11-01 48.0002483499605
1990-12-01 48.0692931665037
1991-01-01 48.3807775181244
1991-02-01 48.2917367951190
1991-03-01 48.6001696163009
1991-04-01 49.0141557972418
1991-05-01 49.5288551232298
1991-06-01 49.6543338015621
1991-07-01 49.4235885812570
1991-08-01 49.7481246303159
1991-09-01 49.4209811241692
1991-10-01 49.8116511937896
1991-11-01 49.7857256862668
1991-12-01 49.8558027737046
1992-01-01 49.7489384279577
1992-02-01 49.9689556408549
1992-03-01 50.0738637819061
1992-04-01 50.2252886387494
1992-05-01 50.2427261357974
1992-06-01 50.5911685972229
1992-07-01 50.7635299342122
1992-08-01 50.7841515289176
1992-09-01 51.1075261669940
1992-10-01 51.1029569482843
1992-11-01 51.3642007786801
1992-12-01 51.2191293381437
1993-01-01 52.1376874351439
1993-02-01 52.2487322974312
1993-03-01 52.5219044739192
1993-04-01 53.3516453880379
1993-05-01 53.1657381916279
1993-06-01 53.1262121655021
1993-07-01 53.6277940381021
1993-08-01 53.7354949211306
1993-09-01 54.0904714924503
1993-10-01 54.1823940073045
1993-11-01 54.4217908997670
1993-12-01 54.6708798245948
1994-01-01 54.7280186205346
1994-02-01 55.0361069802646
1994-03-01 55.0737804455147
1994-04-01 55.0761214988908
1994-05-01 55.2811166421134
1994-06-01 55.2620923031221
1994-07-01 56.2897775536176
1994-08-01 56.1608662732220
1994-09-01 56.5891965133486
1994-10-01 57.1585095746908
1994-11-01 57.4556505500495
1994-12-01 57.7125613612389
1995-01-01 58.3722574144534
1995-02-01 58.5412258449249
1995-03-01 58.7460637450589
1995-04-01 58.8963473001407
1995-05-01 59.1102716213097
1995-06-01 59.2701448529517
1995-07-01 59.4270547448441
1995-08-01 59.9589275306657
1995-09-01 60.6070281863468
1995-10-01 60.6269016505856
1995-11-01 60.8762279731525
1995-12-01 61.3531375830094
1996-01-01 60.1485645963449
1996-02-01 60.3707560533458
1996-03-01 61.1556465404519
1996-04-01 61.4087567984550
1996-05-01 62.0288643885807
1996-06-01 62.2628505743730
1996-07-01 62.2273166384953
1996-08-01 62.5858786116109
1996-09-01 62.6277585076816
1996-10-01 62.8162252737592
1996-11-01 63.0150786162038
1996-12-01 63.0976045549772
1997-01-01 63.3972200623723
1997-02-01 63.7580704215786
1997-03-01 63.6917597804109
1997-04-01 62.8935226322774
1997-05-01 63.5256601572994
1997-06-01 64.4187370430863
1997-07-01 63.7804602673435
1997-08-01 63.6731821293838
1997-09-01 63.8241774925539
1997-10-01 64.6360129702946
1997-11-01 64.3945470010276
1997-12-01 64.2687440697609
1998-01-01 64.6425909709101
1998-02-01 64.6550330614183
1998-03-01 64.5385919759863
1998-04-01 65.2945049462404
1998-05-01 65.1885795216469
1998-06-01 64.5751268091137
1998-07-01 66.2198399536944
1998-08-01 65.7520053225555
1998-09-01 65.5944252814581
1998-10-01 65.8446577858810
1998-11-01 66.0018924428012
1998-12-01 66.3652368840751
1999-01-01 65.6759044768468
1999-02-01 65.8718325007214
1999-03-01 65.7023754111462
1999-04-01 64.9655017297945
1999-05-01 64.9126174643033
1999-06-01 64.6393916815627
1999-07-01 65.2485542962262
1999-08-01 64.7278865372517
1999-09-01 64.5989304701004
1999-10-01 64.2696991712544
1999-11-01 64.2379297384194
1999-12-01 64.2003137913698
2000-01-01 64.1623831066782
2000-02-01 64.1370163854471
2000-03-01 64.0258799405441
2000-04-01 65.1676443286575
2000-05-01 65.7261575361712
2000-06-01 65.3464482413322
2000-07-01 65.3289770907580
2000-08-01 65.4336753251670
2000-09-01 65.9627936726961
2000-10-01 65.5654378584388
2000-11-01 65.7388151675236
2000-12-01 65.4227608014901
2001-01-01 66.4606503749184
2001-02-01 66.5262766118636
2001-03-01 66.6285162301233
2001-04-01 66.5384118022592
2001-05-01 67.1423583071145
2001-06-01 67.4771216135117
2001-07-01 67.4700472549765
2001-08-01 67.7896490030917
2001-09-01 67.7197904157563
2001-10-01 68.4507620323491
2001-11-01 68.2023364693727
2001-12-01 68.4102792381500
2002-01-01 68.8384955623281
2002-02-01 69.1717916521019
2002-03-01 69.1218828194365
2002-04-01 70.4200222118323
2002-05-01 71.0028085905444
2002-06-01 71.1332345083392
2002-07-01 71.6428280890183
2002-08-01 71.8875671612106
2002-09-01 71.5529456938299
2002-10-01 71.8886971871370
2002-11-01 72.4260554090176
2002-12-01 72.4988200029661
2003-01-01 72.2020949123258
2003-02-01 72.4113785974198
2003-03-01 72.3614403556458
2003-04-01 71.9645594024254
2003-05-01 71.9027760282898
2003-06-01 71.7737387771434
2003-07-01 71.8763594352341
2003-08-01 72.0128127222812
2003-09-01 72.3218239498078
2003-10-01 71.9587228325940
2003-11-01 72.0822366094835
2003-12-01 72.0020361899198
2004-01-01 74.5362508410375
2004-02-01 74.5115460640312
2004-03-01 74.6997611151022
2004-04-01 74.4404170159134
2004-05-01 74.2324273433090
2004-06-01 73.9936694640387
2004-07-01 73.7047605595504
2004-08-01 73.6466208440685
2004-09-01 73.9706903699755
2004-10-01 74.6068699787472
2004-11-01 74.4451101306784
2004-12-01 74.7251017148447
2005-01-01 74.2958285414117
2005-02-01 74.3937452670732
2005-03-01 74.5684325751962
2005-04-01 75.2990162383726
2005-05-01 75.0405460419744
2005-06-01 75.1737678166122
2005-07-01 75.8176791608900
2005-08-01 76.1841000361674
2005-09-01 76.5449361899218
2005-10-01 76.5794365385628
2005-11-01 76.6503583132770
2005-12-01 77.2579293163358
2006-01-01 76.1579884930797
2006-02-01 76.3704618050172
2006-03-01 76.3365391976453
2006-04-01 76.4669442770769
2006-05-01 76.7416119234172
2006-06-01 77.5274348191572
2006-07-01 77.2214727914796
2006-08-01 77.2087825142269
2006-09-01 77.1674383091276
2006-10-01 76.9689900845100
2006-11-01 76.7019844151318
2006-12-01 77.1238110846397
2007-01-01 78.1031288937917
2007-02-01 78.2403798517768
2007-03-01 78.6058038972404
2007-04-01 78.6200274147835
2007-05-01 78.9066822054103
2007-06-01 79.2756714320219
2007-07-01 79.2349949269743
2007-08-01 79.4305409830091
2007-09-01 79.7147302029099
2007-10-01 80.3798336501471
2007-11-01 80.6132348807097
2007-12-01 80.7370297630502
2008-01-01 80.9615745735483
2008-02-01 81.3140282026005
2008-03-01 81.2275903442684
2008-04-01 81.7797880127454
2008-05-01 82.1836705602002
2008-06-01 81.8265343761258
2008-07-01 82.4899656056541
2008-08-01 82.6752386490381
2008-09-01 82.5404338004550
2008-10-01 82.9186050114583
2008-11-01 83.0067393824123
2008-12-01 83.2231577066265
2009-01-01 83.9341169347702
2009-02-01 83.2997125139106
2009-03-01 83.2259551353709
2009-04-01 82.5442155039250
2009-05-01 82.6481601204438
2009-06-01 82.8940438163394
2009-07-01 83.3549687867093
2009-08-01 82.9334696988731
2009-09-01 82.8846401170859
2009-10-01 82.4730882026159
2009-11-01 82.4076433519135
2009-12-01 82.4691513693203
2010-01-01 82.8818402832259
2010-02-01 82.7955316372157
2010-03-01 82.8884298860842
2010-04-01 83.1239894978403
2010-05-01 83.0312820949669
2010-06-01 83.0711787551580
2010-07-01 82.9172756701823
2010-08-01 82.9878932217481
2010-09-01 83.3092316440635
2010-10-01 83.8982055709722
2010-11-01 83.7911494494034
2010-12-01 83.8160118399677
2011-01-01 83.4508600126973
2011-02-01 83.0101577004240
2011-03-01 83.6589466675639
2011-04-01 83.8040314965834
2011-05-01 83.9948502485062
2011-06-01 84.3588496842165
2011-07-01 84.5770842858228
2011-08-01 84.7434894093498
2011-09-01 85.0436097365136
2011-10-01 85.0005661954255
2011-11-01 85.3981049601115
2011-12-01 85.4876635164188
2012-01-01 85.3121374399284
2012-02-01 85.6197970301572
2012-03-01 85.9285204468883
2012-04-01 86.1002264346468
2012-05-01 86.3670048772054
2012-06-01 86.5473408508204
2012-07-01 86.2072604716728
2012-08-01 86.7973277356716
2012-09-01 86.8869431001092
2012-10-01 86.9659937727093
2012-11-01 87.1163146712671
2012-12-01 87.5000333755383
2013-01-01 87.6620107650480
2013-02-01 87.7052864790847
2013-03-01 87.8295921798146
2013-04-01 87.5909247375163
2013-05-01 87.8502869395447
2013-06-01 87.7772570913404
2013-07-01 87.6836523166764
2013-08-01 88.0134667281291
2013-09-01 87.9400932729117
2013-10-01 88.4244445743009
2013-11-01 88.7551736836645
2013-12-01 88.2226397334243
2014-01-01 88.3960323369769
2014-02-01 88.4823263559764
2014-03-01 88.7553438065865
2014-04-01 89.0873141712185
2014-05-01 89.0604888181698
2014-06-01 88.9211970816885
2014-07-01 88.9274176068689
2014-08-01 88.7969469663670
2014-09-01 88.7605648197035
2014-10-01 88.9798039939779
2014-11-01 89.0946455658535
2014-12-01 89.4596809226087
2015-01-01 89.8563615588642
2015-02-01 90.0741970600332
2015-03-01 90.1070527385881
2015-04-01 90.1916010923850
2015-05-01 90.2843556574243
2015-06-01 90.6009369422621
2015-07-01 90.5302368841694
2015-08-01 90.5374981297265
2015-09-01 90.8503024312270
2015-10-01 91.0241227226443
2015-11-01 91.1223229380020
2015-12-01 91.0903586953201
2016-01-01 91.3377144292256
2016-02-01 91.3732878155858
2016-03-01 91.2054543094644
2016-04-01 91.0119190706879
2016-05-01 90.8139950973966
2016-06-01 90.5748743621521
2016-07-01 91.4161201892606
2016-08-01 91.4511784882028
2016-09-01 91.4071462315051
2016-10-01 90.6976224299391
2016-11-01 91.2263746420672
2016-12-01 91.3281583032459
2017-01-01 90.3197124791091
2017-02-01 90.9589095731713
2017-03-01 91.4271955981821
2017-04-01 92.0587717795383
2017-05-01 92.2636483337206
2017-06-01 92.5630566347118
2017-07-01 92.0978831146474
2017-08-01 92.1261713729893
2017-09-01 92.3572476343350
2017-10-01 92.5550494629908
2017-11-01 92.7111297302297
2017-12-01 92.8428352906404
2018-01-01 92.5300982277125
2018-02-01 92.9646828077988
2018-03-01 93.2607911062036
2018-04-01 92.7059937863261
2018-05-01 93.0151233594952
2018-06-01 92.8272856558784
2018-07-01 93.4178975203998
2018-08-01 93.7274980964467
2018-09-01 93.7209610583415
2018-10-01 94.0059336245828
2018-11-01 93.9619951365487
2018-12-01 94.2524079697336
2019-01-01 95.3383611259809
2019-02-01 95.7548020778004
2019-03-01 96.0772097352248
2019-04-01 96.9471021765055
2019-05-01 97.3850150875034
2019-06-01 97.6207795012421
2019-07-01 97.8718951402382
2019-08-01 97.9399504885453
2019-09-01 98.1896010912096
2019-10-01 97.9389582863045
2019-11-01 98.4099455813915
2019-12-01 98.5351877460906
2020-01-01 98.8226574347973
2020-02-01 99.0276560111893
2020-03-01 98.8545025481958
2020-04-01 90.6944275345803
2020-05-01 93.5672745140333
2020-06-01 95.3373105625340
2020-07-01 95.7698375795293
2020-08-01 96.5022336198097
2020-09-01 96.8793915955778
2020-10-01 97.6407765390175
2020-11-01 97.8921605673439
2020-12-01 98.0077704002080
2021-01-01 97.8724599833249
2021-02-01 97.3695539856637
2021-03-01 98.5508367228434
2021-04-01 98.4333833452516
2021-05-01 97.6743021297037
2021-06-01 98.3747741339447
2021-07-01 98.7241487458059
2021-08-01 98.5433492684793
2021-09-01 98.7473037707957
2021-10-01 99.2336094114078
2021-11-01 99.4865504041176
2021-12-01 99.4542007800374
2022-01-01 99.9622638982931
2022-02-01 100.1608906840670
2022-03-01 100.5005125628130
2022-04-01 101.5802958185600
2022-05-01 102.0758543762510
2022-06-01 102.5841383987130
2022-07-01 103.4098088818500
2022-08-01 103.9950392159760
2022-09-01 104.8723275998410
2022-10-01 105.5815355366310
2022-11-01 106.4587853053990
2022-12-01 107.5891608465190
2023-01-01 108.4076413131000
2023-02-01 109.1887426733280
2023-03-01 109.6774310406370
2023-04-01 109.8314682897950
2023-05-01 110.3712207227410
2023-06-01 111.0218900766900
2023-07-01 110.9939308461100
2023-08-01 111.7293100884250
2023-09-01 112.0793111617260
2023-10-01 112.1126153921030
2023-11-01 112.7526714605670
2023-12-01 113.6631489654160
2024-01-01 113.7399848263800
2024-02-01 114.9188493806090
2024-03-01 115.7339536513670
2024-04-01 116.1920342438550
2024-05-01 116.7448615984480
2024-06-01 117.1193299983290
2024-07-01 117.7667550231680
2024-08-01 118.6751771770150
2024-09-01 118.9715721291570
2024-10-01 119.4424490990440
2024-11-01 120.3298348257120
2024-12-01 119.1546144468730
2025-01-01 120.4914083386850
2025-02-01 120.5527177439760
2025-03-01 121.0245507677660
2025-04-01 121.2352037974770
2025-05-01 121.6992038420850
2025-06-01 122.4266584332340
2025-07-01 123.2115578746340
2025-08-01 122.9278095106450
2025-09-01 123.5041217414880
2025-10-01 124.0804966755770
2025-11-01 124.1059459737280

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