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 2026-04-01
Last Updated 2026-05-26 2:48 PM 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 46.3852824875561
1990-02-01 46.6072017814702
1990-03-01 46.7194938279608
1990-04-01 46.7057467738603
1990-05-01 46.9177660353552
1990-06-01 47.0279478283463
1990-07-01 47.1995944449428
1990-08-01 47.4108245645111
1990-09-01 47.5298470739755
1990-10-01 47.8257002266527
1990-11-01 48.0002494995315
1990-12-01 48.0692962934580
1991-01-01 48.3807773714048
1991-02-01 48.2917339453220
1991-03-01 48.6001690092923
1991-04-01 49.0141541954522
1991-05-01 49.5288534829173
1991-06-01 49.6543296939424
1991-07-01 49.4235880525001
1991-08-01 49.7481252117237
1991-09-01 49.4209857458025
1991-10-01 49.8116541221450
1991-11-01 49.7857283526815
1991-12-01 49.8558064030929
1992-01-01 49.7489378573631
1992-02-01 49.9689517418263
1992-03-01 50.0738615365817
1992-04-01 50.2252854731361
1992-05-01 50.2427236361591
1992-06-01 50.5911634294609
1992-07-01 50.7635285316274
1992-08-01 50.7841525310426
1992-09-01 51.1075338548782
1992-10-01 51.1029619352888
1992-11-01 51.3642072526606
1992-12-01 51.2191388922154
1993-01-01 52.1376806893037
1993-02-01 52.2487250118535
1993-03-01 52.5218993422914
1993-04-01 53.3516399446069
1993-05-01 53.1657341002514
1993-06-01 53.1262064540002
1993-07-01 53.6277920420568
1993-08-01 53.7354969495316
1993-09-01 54.0904829562226
1993-10-01 54.1824022912896
1993-11-01 54.4218022887597
1993-12-01 54.6708965094015
1994-01-01 54.7280047180960
1994-02-01 55.0360951242681
1994-03-01 55.0737715877378
1994-04-01 55.0761139108574
1994-05-01 55.2811109848324
1994-06-01 55.2620858565980
1994-07-01 56.2897753441122
1994-08-01 56.1608693703444
1994-09-01 56.5892117832470
1994-10-01 57.1585211756216
1994-11-01 57.4556669815840
1994-12-01 57.7125852547496
1995-01-01 58.3722355644938
1995-02-01 58.5412092081376
1995-03-01 58.7460510845393
1995-04-01 58.8963381893821
1995-05-01 59.1102652007252
1995-06-01 59.2701376044027
1995-07-01 59.4270526458587
1995-08-01 59.9589324813890
1995-09-01 60.6070452922800
1995-10-01 60.6269156078358
1995-11-01 60.8762462593719
1995-12-01 61.3531652548041
1996-01-01 60.1485411018484
1996-02-01 60.3707372868395
1996-03-01 61.1556318435317
1996-04-01 61.4087475193322
1996-05-01 62.0288579171321
1996-06-01 62.2628419764212
1996-07-01 62.2273156311526
1996-08-01 62.5858838153113
1996-09-01 62.6277752923544
1996-10-01 62.8162385015628
1996-11-01 63.0150961413696
1996-12-01 63.0976346831808
1997-01-01 63.3971956533546
1997-02-01 63.7580518100426
1997-03-01 63.6917445631704
1997-04-01 62.8935152537940
1997-05-01 63.5256540084154
1997-06-01 64.4187283527881
1997-07-01 63.7804608262456
1997-08-01 63.6731867127595
1997-09-01 63.8241916628197
1997-10-01 64.6360229275946
1997-11-01 64.3945589008781
1997-12-01 64.2687725616250
1998-01-01 64.6425728835565
1998-02-01 64.6550188880255
1998-03-01 64.5385784011587
1998-04-01 65.2944996887185
1998-05-01 65.1885729337994
1998-06-01 64.5751178609606
1998-07-01 66.2198417830204
1998-08-01 65.7520081975436
1998-09-01 65.5944368030315
1998-10-01 65.8446652473466
1998-11-01 66.0019001350927
1998-12-01 66.3652620411963
1999-01-01 65.6758932103993
1999-02-01 65.8718217802149
1999-03-01 65.7023651200623
1999-04-01 64.9654965030977
1999-05-01 64.9126096109835
1999-06-01 64.6393825049798
1999-07-01 65.2485555988441
1999-08-01 64.7278885970851
1999-09-01 64.5989412700844
1999-10-01 64.2697070536899
1999-11-01 64.2379359988351
1999-12-01 64.2003351989610
2000-01-01 64.1623774534066
2000-02-01 64.1370058509458
2000-03-01 64.0258707093482
2000-04-01 65.1676354832415
2000-05-01 65.7261465902911
2000-06-01 65.3464379790159
2000-07-01 65.3289774905200
2000-08-01 65.4336775816811
2000-09-01 65.9628066518899
2000-10-01 65.5654501960482
2000-11-01 65.7388316899315
2000-12-01 65.4227976929446
2001-01-01 66.4606271097136
2001-02-01 66.5262553498069
2001-03-01 66.6285035753356
2001-04-01 66.5383975433865
2001-05-01 67.1423441461332
2001-06-01 67.4771123410220
2001-07-01 67.4700482651093
2001-08-01 67.7896559334194
2001-09-01 67.7198122703407
2001-10-01 68.4507712609292
2001-11-01 68.2023688421081
2001-12-01 68.4103382966519
2002-01-01 68.8384501555399
2002-02-01 69.1717545040029
2002-03-01 69.1218617789015
2002-04-01 70.4200020295884
2002-05-01 71.0027908417159
2002-06-01 71.1332291651222
2002-07-01 71.6428309247248
2002-08-01 71.8875809020288
2002-09-01 71.5529760461228
2002-10-01 71.8887034007161
2002-11-01 72.4261071123768
2002-12-01 72.4989058202858
2003-01-01 72.2020133547046
2003-02-01 72.4113277365561
2003-03-01 72.3614125847479
2003-04-01 71.9645358807727
2003-05-01 71.9027584535957
2003-06-01 71.7737396270932
2003-07-01 71.8763655035275
2003-08-01 72.0128328211257
2003-09-01 72.3218591931435
2003-10-01 71.9587194509883
2003-11-01 72.0823008281850
2003-12-01 72.0021308619499
2004-01-01 74.5361403702209
2004-02-01 74.5114934858869
2004-03-01 74.6997298539148
2004-04-01 74.4403939358903
2004-05-01 74.2324115625419
2004-06-01 73.9936766973273
2004-07-01 73.7047697900114
2004-08-01 73.6466429427494
2004-09-01 73.9707225386735
2004-10-01 74.6068625730126
2004-11-01 74.4451810841522
2004-12-01 74.7252024452435
2005-01-01 74.2956962372561
2005-02-01 74.3937003303834
2005-03-01 74.5684045000537
2005-04-01 75.2989987000096
2005-05-01 75.0405351544847
2005-06-01 75.1737804645844
2005-07-01 75.8176913729543
2005-08-01 76.1841213321460
2005-09-01 76.5449645449371
2005-10-01 76.5794200200616
2005-11-01 76.6504245452734
2005-12-01 77.2580142640190
2006-01-01 76.1578609134237
2006-02-01 76.3704308666914
2006-03-01 76.3365175367502
2006-04-01 76.4669341100923
2006-05-01 76.7416046439723
2006-06-01 77.5274509607482
2006-07-01 77.2214847870107
2006-08-01 77.2087980365909
2006-09-01 77.1674567382402
2006-10-01 76.9689771855004
2006-11-01 76.7020336059417
2006-12-01 77.1238688288941
2007-01-01 78.1030197883161
2007-02-01 78.2403648868912
2007-03-01 78.6057928859249
2007-04-01 78.6200230759099
2007-05-01 78.9066784704581
2007-06-01 79.2756862253967
2007-07-01 79.2350058399286
2007-08-01 79.4305500172804
2007-09-01 79.7147391925039
2007-10-01 80.3798255956155
2007-11-01 80.6132687467369
2007-12-01 80.7370573514736
2008-01-01 80.9614984389496
2008-02-01 81.3140265734378
2008-03-01 81.2275875995797
2008-04-01 81.7797873266707
2008-05-01 82.1836683946814
2008-06-01 81.8265449027985
2008-07-01 82.4899732439547
2008-08-01 82.6752410773912
2008-09-01 82.5404345038745
2008-10-01 82.9186066952498
2008-11-01 83.0067579900106
2008-12-01 83.2231703540203
2009-01-01 83.9340705152522
2009-02-01 83.2997136754798
2009-03-01 83.2259554509155
2009-04-01 82.5442158677158
2009-05-01 82.6481592018354
2009-06-01 82.8940491502524
2009-07-01 83.3549737200984
2009-08-01 82.9334690717419
2009-09-01 82.8846387387763
2009-10-01 82.4730895295144
2009-11-01 82.4076527153138
2009-12-01 82.4691568112271
2010-01-01 82.8818252151623
2010-02-01 82.7955311480862
2010-03-01 82.8884285385067
2010-04-01 83.1239880003929
2010-05-01 83.0312789227234
2010-06-01 83.0711813476563
2010-07-01 82.9172790414103
2010-08-01 82.9878931158757
2010-09-01 83.3092231617177
2010-10-01 83.8982100212390
2010-11-01 83.7911513467573
2010-12-01 83.8160254066154
2011-01-01 83.4508620577118
2011-02-01 83.0101592065408
2011-03-01 83.6589483600920
2011-04-01 83.8040069399395
2011-05-01 83.9948498903863
2011-06-01 84.3588499697365
2011-07-01 84.5770838124809
2011-08-01 84.7434863995733
2011-09-01 85.0435934781004
2011-10-01 85.0005795149374
2011-11-01 85.3981186818586
2011-12-01 85.4876999340970
2012-01-01 85.3121464332754
2012-02-01 85.6197937609934
2012-03-01 85.9285130784875
2012-04-01 86.1001692761681
2012-05-01 86.3670069025737
2012-06-01 86.5473364915356
2012-07-01 86.2072482117840
2012-08-01 86.7973088077680
2012-09-01 86.8869125707891
2012-10-01 86.9660332037627
2012-11-01 87.1163890387618
2012-12-01 87.5001435464824
2013-01-01 87.6620404445476
2013-02-01 87.7052455538661
2013-03-01 87.8295270357981
2013-04-01 87.5907932460257
2013-05-01 87.8502702390993
2013-06-01 87.7772469667835
2013-07-01 87.6836775525649
2013-08-01 88.0133611697992
2013-09-01 87.9399828909931
2013-10-01 88.4245872271796
2013-11-01 88.7552733705843
2013-12-01 88.2232384289616
2014-01-01 88.3960396664502
2014-02-01 88.4820725625427
2014-03-01 88.7551263258699
2014-04-01 89.0870139894684
2014-05-01 89.0603340135796
2014-06-01 88.9214048460001
2014-07-01 88.9274277429938
2014-08-01 88.7966595130802
2014-09-01 88.7603608108934
2014-10-01 88.9801199411457
2014-11-01 89.0947941062942
2014-12-01 89.4608069393498
2015-01-01 89.8569289862240
2015-02-01 90.0739136644388
2015-03-01 90.1055230444024
2015-04-01 90.1913365124055
2015-05-01 90.2841601793457
2015-06-01 90.6013025325336
2015-07-01 90.5301422952245
2015-08-01 90.5371039279190
2015-09-01 90.8500838663639
2015-10-01 91.0245827154949
2015-11-01 91.1223583566096
2015-12-01 91.0932717938758
2016-01-01 91.3385522705705
2016-02-01 91.3727513090139
2016-03-01 91.2020620779749
2016-04-01 91.0115551702684
2016-05-01 90.8135294838510
2016-06-01 90.5752078415474
2016-07-01 91.4157921364473
2016-08-01 91.4508441237254
2016-09-01 91.4073372878538
2016-10-01 90.6987021667003
2016-11-01 91.2271276653842
2016-12-01 91.3330575075428
2017-01-01 90.3208315118317
2017-02-01 90.9573966797498
2017-03-01 91.4206419202189
2017-04-01 92.0581505426614
2017-05-01 92.2628178598995
2017-06-01 92.5620579982954
2017-07-01 92.0981254097140
2017-08-01 92.1265931788484
2017-09-01 92.3585915385491
2017-10-01 92.5574012217225
2017-11-01 92.7136458621105
2017-12-01 92.8510974913051
2018-01-01 92.5320575348968
2018-02-01 92.9585520942077
2018-03-01 93.2494575336350
2018-04-01 92.7056573718584
2018-05-01 93.0118688961149
2018-06-01 92.8260373556658
2018-07-01 93.4196222678784
2018-08-01 93.7287279564828
2018-09-01 93.7238993780422
2018-10-01 94.0108477846094
2018-11-01 93.9671237761535
2018-12-01 94.2635109704627
2019-01-01 95.3449285333549
2019-02-01 95.7498669278784
2019-03-01 96.0421090347586
2019-04-01 96.9515867557209
2019-05-01 97.3803413137660
2019-06-01 97.6176135620309
2019-07-01 97.8742598967613
2019-08-01 97.9434929086142
2019-09-01 98.1968504045595
2019-10-01 97.9500713083369
2019-11-01 98.4223205498866
2019-12-01 98.5526977221585
2020-01-01 98.8335032208100
2020-02-01 99.0199784776655
2020-03-01 98.7891021129561
2020-04-01 90.6951934362366
2020-05-01 93.5553218208766
2020-06-01 95.3307375203384
2020-07-01 95.7753291019196
2020-08-01 96.5140497183342
2020-09-01 96.9001263622137
2020-10-01 97.6705782109324
2020-11-01 97.9163981310148
2020-12-01 98.0387509480238
2021-01-01 97.8794619665382
2021-02-01 97.3477229440102
2021-03-01 98.4416629650509
2021-04-01 98.4186322648400
2021-05-01 97.6461671094411
2021-06-01 98.3533494806688
2021-07-01 98.7299484688644
2021-08-01 98.5946267440449
2021-09-01 98.8044992133422
2021-10-01 99.3010465094120
2021-11-01 99.5320984008389
2021-12-01 99.5240699826522
2022-01-01 99.9439881139820
2022-02-01 100.0840531193620
2022-03-01 100.3296776978910
2022-04-01 101.5087605676660
2022-05-01 102.0078605534740
2022-06-01 102.5668787971540
2022-07-01 103.4340042057850
2022-08-01 104.1125006900460
2022-09-01 105.0085669800530
2022-10-01 105.7314562120910
2022-11-01 106.5390900215850
2022-12-01 107.7049536609930
2023-01-01 108.3235884658840
2023-02-01 109.0094989964490
2023-03-01 109.3960483731510
2023-04-01 109.6746213839230
2023-05-01 110.2425684454730
2023-06-01 111.0140104598850
2023-07-01 111.0649909864650
2023-08-01 111.9547506511170
2023-09-01 112.3281950123530
2023-10-01 112.3653413279420
2023-11-01 112.8860812950310
2023-12-01 113.8262919485630
2024-01-01 113.5663173241950
2024-02-01 114.6078965281120
2024-03-01 115.3428533637750
2024-04-01 115.9030220826810
2024-05-01 116.7468396819290
2024-06-01 117.5433830368850
2024-07-01 118.3131117999320
2024-08-01 118.9125846145530
2024-09-01 119.4470603227920
2024-10-01 120.0124107728480
2024-11-01 120.4211561942320
2024-12-01 120.4464401911800
2025-01-01 121.2204366875500
2025-02-01 121.5106380050370
2025-03-01 121.9327688840420
2025-04-01 121.9219790623780
2025-05-01 122.4461153131890
2025-06-01 121.7619720612720
2025-07-01 121.2096191682640
2025-08-01 121.3727058445160
2025-09-01 122.3866870312830
2025-10-01 123.4378482387660
2025-11-01 123.4444655251660
2025-12-01 123.4793868621960
2026-01-01 124.7918732728050
2026-02-01 125.1457527093970
2026-03-01 125.4506864115330
2026-04-01 125.9487485134430

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