Table Data - All Employees: Education and Health Services: Social Assistance in Oklahoma

Title All Employees: Education and Health Services: Social Assistance in Oklahoma
Series ID SMU40000006562400001SA
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 2026-05-01
Last Updated 2026-06-24 10:09 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 15.0260903236340
1990-02-01 15.0989945923775
1990-03-01 15.2178557367339
1990-04-01 15.2884365576218
1990-05-01 15.3617968333163
1990-06-01 15.5080989562772
1990-07-01 15.5181314145000
1990-08-01 15.5619201136280
1990-09-01 15.5156179363048
1990-10-01 15.8292859198472
1990-11-01 15.9086696177978
1990-12-01 15.8611118156635
1991-01-01 16.7394783086816
1991-02-01 16.8062055964550
1991-03-01 16.9157620239200
1991-04-01 16.9764693435669
1991-05-01 17.0557870141279
1991-06-01 17.1273842737714
1991-07-01 17.2376892653704
1991-08-01 17.3464979881890
1991-09-01 17.3848451407225
1991-10-01 17.5142671170054
1991-11-01 17.7074447632224
1991-12-01 17.7661069729876
1992-01-01 18.1575587174522
1992-02-01 18.1197944561919
1992-03-01 18.1303603245960
1992-04-01 18.0544108214461
1992-05-01 18.1490868309563
1992-06-01 18.1511864629047
1992-07-01 18.1540720443487
1992-08-01 18.1392217520394
1992-09-01 18.0633383655372
1992-10-01 18.0034045824023
1992-11-01 17.9995895990094
1992-12-01 17.9383014241395
1993-01-01 18.1772215476694
1993-02-01 18.1383000651879
1993-03-01 18.1540727178758
1993-04-01 18.2336994484619
1993-05-01 18.3413042730311
1993-06-01 18.4725868560156
1993-07-01 18.6729939318776
1993-08-01 18.6355124729487
1993-09-01 18.8378116019692
1993-10-01 18.4850252157973
1993-11-01 18.4838855904398
1993-12-01 18.6019767960457
1994-01-01 18.6169426650101
1994-02-01 18.5564193441956
1994-03-01 18.6843211568029
1994-04-01 18.8218135195800
1994-05-01 18.8378104821256
1994-06-01 18.8826109208455
1994-07-01 18.9826290696739
1994-08-01 19.2214136803987
1994-09-01 19.5106127862694
1994-10-01 19.7733952664030
1994-11-01 19.8685560047706
1994-12-01 19.9628068607749
1995-01-01 20.0756089926163
1995-02-01 20.1819933188755
1995-03-01 20.2111601374645
1995-04-01 20.4143169425184
1995-05-01 20.3274084236531
1995-06-01 20.2977099821116
1995-07-01 19.8907627268835
1995-08-01 20.0971012100929
1995-09-01 20.1901176943596
1995-10-01 20.2727445147186
1995-11-01 20.3517146283338
1995-12-01 20.4350261997350
1996-01-01 20.3117516250837
1996-02-01 20.4003945771483
1996-03-01 20.5396886112785
1996-04-01 20.5196922346956
1996-05-01 20.7161386288743
1996-06-01 20.4889150096101
1996-07-01 20.0770902780881
1996-08-01 20.5691762902115
1996-09-01 20.5932522816641
1996-10-01 20.6889312779841
1996-11-01 20.6339157388920
1996-12-01 20.6183806706139
1997-01-01 20.4407365453199
1997-02-01 20.6169674346777
1997-03-01 20.5606815083943
1997-04-01 20.5284073349393
1997-05-01 20.6824311102713
1997-06-01 21.1779013668861
1997-07-01 21.2782403822199
1997-08-01 21.5393394065164
1997-09-01 21.7115402738293
1997-10-01 21.5988806615501
1997-11-01 21.6094582061884
1997-12-01 21.7134269480966
1998-01-01 22.3967377281884
1998-02-01 22.5384039033560
1998-03-01 22.6828696429209
1998-04-01 22.8318102850042
1998-05-01 22.9236934196034
1998-06-01 22.9570488708231
1998-07-01 23.3998461470746
1998-08-01 23.4047755162215
1998-09-01 23.4332666411525
1998-10-01 23.4090991819303
1998-11-01 23.5866270224076
1998-12-01 23.7179566350434
1999-01-01 24.1356516675753
1999-02-01 24.0589656426192
1999-03-01 24.2013164386945
1999-04-01 23.5200301781229
1999-05-01 23.5598519468065
1999-06-01 23.6302555083198
1999-07-01 23.8311805593936
1999-08-01 23.8023595825054
1999-09-01 23.7785568784070
1999-10-01 23.9162863060115
1999-11-01 23.9695404687332
1999-12-01 24.1298803061779
2000-01-01 23.7203143272715
2000-02-01 23.6646062767866
2000-03-01 23.9069319520098
2000-04-01 24.3960521039995
2000-05-01 24.4037706062310
2000-06-01 24.3986606506598
2000-07-01 24.1740062626703
2000-08-01 24.3147306200264
2000-09-01 24.4096280433850
2000-10-01 24.9142368805792
2000-11-01 25.1557349419222
2000-12-01 25.1368991732528
2001-01-01 24.9375762255262
2001-02-01 25.0829852544983
2001-03-01 25.2169081482283
2001-04-01 25.0628727859488
2001-05-01 25.1515184558637
2001-06-01 25.0636363798024
2001-07-01 25.0309698443931
2001-08-01 25.1426300595748
2001-09-01 25.1327890108227
2001-10-01 25.0989398470246
2001-11-01 25.1542900437746
2001-12-01 25.1343980925453
2002-01-01 25.4432151197692
2002-02-01 25.4929547279974
2002-03-01 25.4092416079533
2002-04-01 25.5430291555723
2002-05-01 25.5394548438785
2002-06-01 25.6167418724183
2002-07-01 25.6753837744529
2002-08-01 25.7766038168629
2002-09-01 25.6355185933131
2002-10-01 25.4804186087851
2002-11-01 25.5658989716800
2002-12-01 25.5340611138126
2003-01-01 25.6389472626986
2003-02-01 25.4973181282121
2003-03-01 25.3976604631621
2003-04-01 25.3326065284777
2003-05-01 25.2521992588212
2003-06-01 24.9789931774792
2003-07-01 25.2897990135601
2003-08-01 25.3208333587395
2003-09-01 25.4285340859439
2003-10-01 25.2722020618473
2003-11-01 25.1795814230356
2003-12-01 25.2287331097402
2004-01-01 25.2221536931066
2004-02-01 25.3035936145116
2004-03-01 25.4739654740170
2004-04-01 25.7296507006848
2004-05-01 25.8721084606880
2004-06-01 25.8502683606069
2004-07-01 25.9017553292677
2004-08-01 25.8488399107893
2004-09-01 25.9113716833512
2004-10-01 26.2598703698455
2004-11-01 26.2886115158893
2004-12-01 26.6216486459281
2005-01-01 26.4531870082563
2005-02-01 26.4116647896795
2005-03-01 26.4525264209851
2005-04-01 26.5222306611729
2005-05-01 26.4815367333452
2005-06-01 26.7273746624910
2005-07-01 26.6158523649819
2005-08-01 26.5713974899578
2005-09-01 26.5970723024656
2005-10-01 26.8620155843066
2005-11-01 26.8886494053514
2005-12-01 27.0167608986539
2006-01-01 26.9702328842419
2006-02-01 27.1159846522254
2006-03-01 27.2274136762274
2006-04-01 27.1204433786169
2006-05-01 27.2925057063639
2006-06-01 27.3077565334682
2006-07-01 27.3122023053276
2006-08-01 27.4811149052626
2006-09-01 27.7957554212409
2006-10-01 27.6678106313254
2006-11-01 27.7884089661522
2006-12-01 28.1297994805259
2007-01-01 27.6739715712438
2007-02-01 27.7141308178895
2007-03-01 27.9172164177940
2007-04-01 27.5141010480770
2007-05-01 27.5985070592424
2007-06-01 27.8999409506218
2007-07-01 28.0937635702643
2007-08-01 28.2879972643840
2007-09-01 28.3166553100396
2007-10-01 28.2830169394676
2007-11-01 28.2746756060535
2007-12-01 28.4454956229420
2008-01-01 28.5626475677246
2008-02-01 28.9220484523008
2008-03-01 28.8221454918872
2008-04-01 28.9004554999786
2008-05-01 28.8021008350476
2008-06-01 28.5034408864099
2008-07-01 28.6390969703364
2008-08-01 28.8023272982796
2008-09-01 28.7572679518675
2008-10-01 28.4857963689593
2008-11-01 28.6687066987741
2008-12-01 28.6523819987565
2009-01-01 28.8322877352116
2009-02-01 28.8175648969057
2009-03-01 28.9376962478434
2009-04-01 28.9947529825459
2009-05-01 29.1056522259947
2009-06-01 29.2215506519555
2009-07-01 29.1887842368076
2009-08-01 29.1211212231448
2009-09-01 29.1087235773181
2009-10-01 29.2817345925705
2009-11-01 29.2498313879737
2009-12-01 29.2454068882970
2010-01-01 29.3923095134764
2010-02-01 29.3179639052150
2010-03-01 29.3595313410914
2010-04-01 29.5001701156813
2010-05-01 29.5147163256189
2010-06-01 29.5481068684981
2010-07-01 29.5382587115549
2010-08-01 29.2338100533359
2010-09-01 29.3699186906288
2010-10-01 29.5641654935158
2010-11-01 29.5386432658748
2010-12-01 29.8297983941741
2011-01-01 29.1352402997585
2011-02-01 28.9056615968897
2011-03-01 29.0845864448723
2011-04-01 29.1246464699923
2011-05-01 29.1241742986569
2011-06-01 29.0792604108272
2011-07-01 29.6092663077506
2011-08-01 29.4280629916328
2011-09-01 30.1081470420520
2011-10-01 29.7583297908531
2011-11-01 29.8295486755169
2011-12-01 30.1098299646937
2012-01-01 30.1988630715281
2012-02-01 30.4082812056579
2012-03-01 30.6240818169034
2012-04-01 30.6418473115361
2012-05-01 30.8204781361812
2012-06-01 30.9041358755203
2012-07-01 30.8826984055690
2012-08-01 31.2924915437953
2012-09-01 31.4274655518648
2012-10-01 31.5538951674275
2012-11-01 31.8401421480731
2012-12-01 32.2980016795569
2013-01-01 32.1762200937636
2013-02-01 32.3136415878085
2013-03-01 32.3667006260619
2013-04-01 32.3550043420334
2013-05-01 32.4173166003533
2013-06-01 32.3127713900062
2013-07-01 32.4678187700999
2013-08-01 32.7385845931697
2013-09-01 32.6208075719706
2013-10-01 32.9731803441033
2013-11-01 33.2636786826434
2013-12-01 32.9904846157088
2014-01-01 33.1559219194407
2014-02-01 33.1256712796722
2014-03-01 33.1065660849831
2014-04-01 33.1632188209112
2014-05-01 33.2238352999792
2014-06-01 33.4978330093192
2014-07-01 33.1399465553050
2014-08-01 33.1009765163946
2014-09-01 33.1127380092790
2014-10-01 32.9854350097532
2014-11-01 32.9984263828693
2014-12-01 33.0921102558083
2015-01-01 33.2408350599664
2015-02-01 33.3434771623653
2015-03-01 33.4298329444937
2015-04-01 33.7630640367192
2015-05-01 33.9416079627635
2015-06-01 34.1672178945909
2015-07-01 34.3093399361982
2015-08-01 34.3825269096056
2015-09-01 34.3089734072706
2015-10-01 34.3837722649052
2015-11-01 34.4155180536788
2015-12-01 34.2812814582529
2016-01-01 34.6520366981035
2016-02-01 34.9813744493306
2016-03-01 34.7520140464448
2016-04-01 34.6511218219368
2016-05-01 34.6742228541692
2016-06-01 34.4289045299380
2016-07-01 34.8667627897367
2016-08-01 34.8931686901673
2016-09-01 35.0181587452542
2016-10-01 34.8743374970279
2016-11-01 34.9271507306930
2016-12-01 35.0685348463488
2017-01-01 34.6567205470450
2017-02-01 34.8921907704272
2017-03-01 34.9546224656856
2017-04-01 35.1464447923702
2017-05-01 35.3091089084031
2017-06-01 35.3933338908519
2017-07-01 35.3340814233591
2017-08-01 35.4190766446672
2017-09-01 36.0165529262807
2017-10-01 35.6681797233688
2017-11-01 35.6359324252036
2017-12-01 35.5494621400080
2018-01-01 35.5695779885445
2018-02-01 35.6045612806539
2018-03-01 35.6629421083829
2018-04-01 35.4374322492289
2018-05-01 35.2342915830450
2018-06-01 35.1729564133895
2018-07-01 35.2056208885099
2018-08-01 35.2458904409363
2018-09-01 35.1221454872412
2018-10-01 35.3631134719233
2018-11-01 35.4477119316862
2018-12-01 35.6472892882829
2019-01-01 35.5715766926850
2019-02-01 35.3935444744624
2019-03-01 35.6682960337428
2019-04-01 35.7274809447402
2019-05-01 35.7463977425364
2019-06-01 35.9595609896237
2019-07-01 35.9748456737626
2019-08-01 36.0625059167907
2019-09-01 36.1080862143062
2019-10-01 36.3693077398231
2019-11-01 36.6766487048823
2019-12-01 36.8588574215052
2020-01-01 37.1814191895450
2020-02-01 37.5025185129838
2020-03-01 37.4790267439426
2020-04-01 33.6262789271771
2020-05-01 34.4531689572293
2020-06-01 34.7473013112034
2020-07-01 34.9516364475537
2020-08-01 35.0789843410741
2020-09-01 35.4886956306251
2020-10-01 35.4956660369721
2020-11-01 35.5105800581427
2020-12-01 35.6930448713654
2021-01-01 35.6760023840698
2021-02-01 35.3640626029675
2021-03-01 35.9500891425416
2021-04-01 36.0055622865839
2021-05-01 36.0330859846264
2021-06-01 35.9260966164508
2021-07-01 36.1433986187982
2021-08-01 36.1863966052667
2021-09-01 35.9599010980905
2021-10-01 36.3189162791730
2021-11-01 36.4441440717523
2021-12-01 36.6292755566532
2022-01-01 36.7016556220472
2022-02-01 36.7613101555295
2022-03-01 36.8104868656375
2022-04-01 37.1892634346631
2022-05-01 37.4036469811721
2022-06-01 37.5058397376433
2022-07-01 38.2565294493158
2022-08-01 38.8847197501502
2022-09-01 39.1554005601320
2022-10-01 39.2210638474162
2022-11-01 39.5615156908514
2022-12-01 39.9649784118166
2023-01-01 40.6642586929301
2023-02-01 40.9738203800621
2023-03-01 41.3792428310902
2023-04-01 41.5543737325195
2023-05-01 41.8586324442634
2023-06-01 42.2788478617756
2023-07-01 42.3848050961996
2023-08-01 42.5746279663645
2023-09-01 43.0686057755847
2023-10-01 43.1062790897252
2023-11-01 43.4667718625265
2023-12-01 43.6936781287821
2024-01-01 43.9177600344583
2024-02-01 44.3917438561341
2024-03-01 44.9318703800475
2024-04-01 42.7435355027947
2024-05-01 43.0357922227710
2024-06-01 43.1693654858774
2024-07-01 43.2220232697854
2024-08-01 43.4751396036828
2024-09-01 43.5008756810057
2024-10-01 43.8892452341060
2024-11-01 44.0486143390240
2024-12-01 44.0994230819498
2025-01-01 44.1462592924900
2025-02-01 44.1823891351959
2025-03-01 44.3001942326025
2025-04-01 44.2346536772569
2025-05-01 44.2109763977608
2025-06-01 44.1622772563511
2025-07-01 44.1540519558171
2025-08-01 44.1764272562603
2025-09-01 44.0256943304864
2025-10-01 44.1703838385265
2025-11-01 44.0320909168255
2025-12-01 43.9928230367615
2026-01-01 43.8611144042636
2026-02-01 43.8829019520026
2026-03-01 43.7838336011054
2026-04-01 43.8382485079436
2026-05-01 43.9018872238609

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