Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Health Care and Social Assistance in Tulsa, OK (MSA)

Title All Employees: Education and Health Services: Health Care and Social Assistance in Tulsa, OK (MSA)
Series ID SMU40461406562000001SA
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 2025-11-01
Last Updated 2026-01-07 10:51 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 34.1082459774346
1990-02-01 34.2959870476929
1990-03-01 34.5829120082043
1990-04-01 34.6601242486294
1990-05-01 34.7208897976933
1990-06-01 35.0293429346003
1990-07-01 35.2552662455010
1990-08-01 35.7948354215406
1990-09-01 35.5849236248640
1990-10-01 35.9124654751356
1990-11-01 36.0519628158422
1990-12-01 36.0971810184380
1991-01-01 36.0166186578581
1991-02-01 36.0914223458577
1991-03-01 35.9852596194017
1991-04-01 36.1512574826966
1991-05-01 36.3218563549612
1991-06-01 36.2069815186034
1991-07-01 36.4764906816080
1991-08-01 36.7180346454100
1991-09-01 36.4847813524267
1991-10-01 36.9083987423709
1991-11-01 37.0682945943858
1991-12-01 37.0814044347422
1992-01-01 37.3267128172755
1992-02-01 37.3843922151274
1992-03-01 37.6845748315254
1992-04-01 37.6248000202276
1992-05-01 37.9009508121334
1992-06-01 38.0741071642398
1992-07-01 38.4170363947132
1992-08-01 38.4625297766054
1992-09-01 38.5824934827851
1992-10-01 38.3031922407432
1992-11-01 38.1878913141661
1992-12-01 38.5565807143354
1993-01-01 39.0436619256705
1993-02-01 39.1810362661088
1993-03-01 39.1848113222533
1993-04-01 39.3791572031621
1993-05-01 39.3637138654958
1993-06-01 39.6374301512623
1993-07-01 39.5748251888985
1993-08-01 39.6323766952906
1993-09-01 40.1775060682402
1993-10-01 39.8083661066060
1993-11-01 39.8152393473597
1993-12-01 40.1163899182036
1994-01-01 40.0573555713684
1994-02-01 40.0658279466832
1994-03-01 39.9980134443346
1994-04-01 40.0194200815791
1994-05-01 40.0174397327584
1994-06-01 40.1077404927118
1994-07-01 40.0324417619595
1994-08-01 40.2107253285849
1994-09-01 40.3905747147825
1994-10-01 40.8064553234592
1994-11-01 40.8416641962243
1994-12-01 40.9757307443744
1995-01-01 40.8619691759102
1995-02-01 41.0443491630516
1995-03-01 41.5194894675680
1995-04-01 41.4702259253856
1995-05-01 41.5865541266757
1995-06-01 41.5997199207756
1995-07-01 41.0558327975590
1995-08-01 41.2493448217356
1995-09-01 41.7178644509587
1995-10-01 42.2155306464431
1995-11-01 42.3433351354363
1995-12-01 42.1440036792335
1996-01-01 42.1658517601109
1996-02-01 42.2280539744522
1996-03-01 42.2397601420544
1996-04-01 42.7531540064638
1996-05-01 42.8730727824788
1996-06-01 42.9207146312246
1996-07-01 42.9283678465219
1996-08-01 43.0375062818414
1996-09-01 43.3601273553982
1996-10-01 42.9175413708382
1996-11-01 43.1201576915959
1996-12-01 43.6499603557070
1997-01-01 43.5575313693811
1997-02-01 43.8334339817091
1997-03-01 43.8736236825015
1997-04-01 44.0558430669591
1997-05-01 44.3638705578864
1997-06-01 44.6502706610801
1997-07-01 44.7755288947412
1997-08-01 44.8686184787333
1997-09-01 45.2773925202743
1997-10-01 45.6589118768990
1997-11-01 45.6926307158337
1997-12-01 45.8776919379499
1998-01-01 46.8621034009996
1998-02-01 46.9560777790242
1998-03-01 47.2162370009957
1998-04-01 46.2719476047383
1998-05-01 46.6692609775492
1998-06-01 46.4610778213524
1998-07-01 46.9105219498670
1998-08-01 46.9778560121385
1998-09-01 46.6882291205469
1998-10-01 46.8823292766347
1998-11-01 47.3689749308462
1998-12-01 47.4331595198724
1999-01-01 47.5523405264296
1999-02-01 47.4833313978909
1999-03-01 47.5469452407213
1999-04-01 47.2807917681064
1999-05-01 47.2709308141026
1999-06-01 47.5768319931924
1999-07-01 48.0678996897398
1999-08-01 47.9805243759280
1999-09-01 47.9994657591555
1999-10-01 48.1073207805745
1999-11-01 47.9338702408758
1999-12-01 47.8769947385800
2000-01-01 47.8560269489078
2000-02-01 47.8159552693575
2000-03-01 48.1606255040691
2000-04-01 48.4878873274083
2000-05-01 48.7699615873648
2000-06-01 48.7858144680197
2000-07-01 48.4476731960420
2000-08-01 48.7229111541417
2000-09-01 48.8099094267357
2000-10-01 48.6969032355958
2000-11-01 48.9091205769212
2000-12-01 48.9177134697461
2001-01-01 47.8558118551256
2001-02-01 47.7439089287670
2001-03-01 48.2675255883979
2001-04-01 48.9743205461614
2001-05-01 49.1503707291808
2001-06-01 49.5013049737178
2001-07-01 49.7640075494214
2001-08-01 49.9986721233597
2001-09-01 50.0916180067136
2001-10-01 49.8903363467680
2001-11-01 50.4982223341210
2001-12-01 50.7229021712514
2002-01-01 51.0828655856240
2002-02-01 51.2698638856291
2002-03-01 51.3790409623362
2002-04-01 51.1624722709256
2002-05-01 51.2277437361341
2002-06-01 51.1166129760450
2002-07-01 51.8783162153506
2002-08-01 52.1122574135873
2002-09-01 52.2763483507294
2002-10-01 52.0582614307322
2002-11-01 52.6987108450291
2002-12-01 52.8219465126538
2003-01-01 52.9014989043853
2003-02-01 52.8753912826622
2003-03-01 52.6527269736236
2003-04-01 52.7698319678265
2003-05-01 52.7133065937023
2003-06-01 52.4374256060173
2003-07-01 52.2031582543103
2003-08-01 52.0552691789476
2003-09-01 51.9756667674438
2003-10-01 52.0118843785763
2003-11-01 51.9846634245340
2003-12-01 51.7076665058858
2004-01-01 52.1110704431357
2004-02-01 52.0800064527537
2004-03-01 52.2273465172704
2004-04-01 52.2835034562987
2004-05-01 52.2061761734897
2004-06-01 52.2313823261913
2004-07-01 52.4152641551703
2004-08-01 52.5019362884100
2004-09-01 52.6796391068366
2004-10-01 52.5598554762208
2004-11-01 52.4823686793253
2004-12-01 52.8141279259278
2005-01-01 52.4229606150487
2005-02-01 52.5898366942269
2005-03-01 52.7992027236352
2005-04-01 52.9085184312629
2005-05-01 53.0923853315757
2005-06-01 52.9826746331176
2005-07-01 53.2453585082219
2005-08-01 53.2416472725318
2005-09-01 53.2743356171090
2005-10-01 53.4293498821402
2005-11-01 53.5860620358132
2005-12-01 53.7365416176417
2006-01-01 53.6284507538534
2006-02-01 53.7940604802384
2006-03-01 53.8820543559184
2006-04-01 53.8309694404413
2006-05-01 54.0876437176397
2006-06-01 54.5131631335770
2006-07-01 54.3516046156716
2006-08-01 54.6731233757498
2006-09-01 54.9903587133766
2006-10-01 55.4107371510509
2006-11-01 55.5968804204090
2006-12-01 55.9808740720254
2007-01-01 55.2080017778294
2007-02-01 55.4791371669500
2007-03-01 55.8590096552144
2007-04-01 56.2585726842234
2007-05-01 56.2987311638797
2007-06-01 56.7601055177014
2007-07-01 56.7516589410232
2007-08-01 56.7885755859763
2007-09-01 56.8294279100054
2007-10-01 56.6864784273879
2007-11-01 56.5906769152983
2007-12-01 56.5151466360024
2008-01-01 56.8681344615295
2008-02-01 57.0654260333379
2008-03-01 57.0656737015705
2008-04-01 56.9686345024448
2008-05-01 57.1153715746931
2008-06-01 56.9579688828820
2008-07-01 56.5322307185520
2008-08-01 56.6028588740654
2008-09-01 56.6811720461439
2008-10-01 56.4507140823829
2008-11-01 56.6896019173930
2008-12-01 56.8256565036127
2009-01-01 57.2210403708307
2009-02-01 57.3602026293233
2009-03-01 57.4812576416158
2009-04-01 57.2644213753620
2009-05-01 57.2245112053408
2009-06-01 57.6935059527155
2009-07-01 58.0189176062465
2009-08-01 57.9002272214167
2009-09-01 57.6176783504205
2009-10-01 58.3164979422975
2009-11-01 58.3801845250430
2009-12-01 58.3946737222957
2010-01-01 58.6939334537038
2010-02-01 58.7721670305364
2010-03-01 58.8995149628470
2010-04-01 59.1736026223025
2010-05-01 59.0431186453901
2010-06-01 59.0520709796422
2010-07-01 59.2912706423730
2010-08-01 59.5971339968611
2010-09-01 59.4415292727068
2010-10-01 59.9789266793166
2010-11-01 60.2595203230038
2010-12-01 60.4321581625320
2011-01-01 59.9883372176719
2011-02-01 59.3940137104933
2011-03-01 59.9236387281643
2011-04-01 60.1709089839529
2011-05-01 60.5645539619329
2011-06-01 60.5146791041359
2011-07-01 60.8930745550429
2011-08-01 60.7860741067852
2011-09-01 60.7544485795085
2011-10-01 60.7506861415244
2011-11-01 60.4179767006135
2011-12-01 60.5430907548580
2012-01-01 60.3909822577019
2012-02-01 60.3269098747780
2012-03-01 60.1497818406837
2012-04-01 60.7822379030000
2012-05-01 60.9028251512448
2012-06-01 61.0579347426508
2012-07-01 60.9953953121727
2012-08-01 61.0740700767610
2012-09-01 61.2363661054631
2012-10-01 61.2455101854398
2012-11-01 61.3920737032309
2012-12-01 61.7626371003509
2013-01-01 62.0027349563084
2013-02-01 62.2592201975187
2013-03-01 62.2622427608338
2013-04-01 62.0001387418555
2013-05-01 61.9455541886382
2013-06-01 61.8693433978686
2013-07-01 61.8047059427175
2013-08-01 61.8681319189142
2013-09-01 62.0088783167418
2013-10-01 62.0635755203211
2013-11-01 62.2735125277240
2013-12-01 62.0977305783543
2014-01-01 62.1043547314005
2014-02-01 62.1689691649471
2014-03-01 62.1564413179159
2014-04-01 62.4343636157281
2014-05-01 62.3933990594778
2014-06-01 62.3521961784278
2014-07-01 62.3940790361946
2014-08-01 62.5720365964569
2014-09-01 62.5790314303247
2014-10-01 62.7815903001880
2014-11-01 62.8754801186447
2014-12-01 62.9681694188863
2015-01-01 62.8994437942547
2015-02-01 62.7811691861940
2015-03-01 62.9497950665339
2015-04-01 63.0537834083264
2015-05-01 63.0297999826433
2015-06-01 63.0279724560526
2015-07-01 63.9733025165398
2015-08-01 63.9773802985437
2015-09-01 64.0688419421600
2015-10-01 63.7829097992176
2015-11-01 63.8888942745828
2015-12-01 63.4421410094726
2016-01-01 64.0902418269509
2016-02-01 64.3074456564481
2016-03-01 64.3654491052041
2016-04-01 64.0738719325271
2016-05-01 64.0457686671092
2016-06-01 63.6944239251272
2016-07-01 64.2530637430864
2016-08-01 64.0835485116207
2016-09-01 64.2580250044596
2016-10-01 64.7816806790832
2016-11-01 64.6250257343480
2016-12-01 64.6136922830420
2017-01-01 64.4843164437195
2017-02-01 64.5147827404872
2017-03-01 64.4729950433149
2017-04-01 64.7964361127852
2017-05-01 64.9704675927679
2017-06-01 65.0485834986862
2017-07-01 64.9307435764920
2017-08-01 64.8989191774477
2017-09-01 64.8572284482563
2017-10-01 64.7679936725144
2017-11-01 64.6673014111044
2017-12-01 64.7805414191716
2018-01-01 65.1663412696352
2018-02-01 65.2157582846501
2018-03-01 65.4951400712286
2018-04-01 65.3205590286508
2018-05-01 65.4022881939847
2018-06-01 65.3242629673025
2018-07-01 65.4107597794771
2018-08-01 65.4897159046618
2018-09-01 65.6611482012436
2018-10-01 65.7576223679463
2018-11-01 65.7793921104352
2018-12-01 65.9607837909910
2019-01-01 66.0606613137026
2019-02-01 66.1030232865323
2019-03-01 66.4152521186046
2019-04-01 67.0512075378390
2019-05-01 67.1501359633864
2019-06-01 67.2211231287653
2019-07-01 67.0678463648058
2019-08-01 67.3779914184353
2019-09-01 67.5605599083472
2019-10-01 67.7359474682742
2019-11-01 67.9710556868751
2019-12-01 68.2476664062235
2020-01-01 68.0527578699106
2020-02-01 68.4008836140023
2020-03-01 68.3508972959192
2020-04-01 62.0391929641296
2020-05-01 64.0740798384624
2020-06-01 64.7678660536402
2020-07-01 64.9328454765758
2020-08-01 65.2562804089747
2020-09-01 65.5465330150272
2020-10-01 65.9370392756706
2020-11-01 65.9419378389867
2020-12-01 66.4885267953658
2021-01-01 66.8618193494113
2021-02-01 66.6500769156012
2021-03-01 67.2550591227440
2021-04-01 66.0938202208771
2021-05-01 66.0276691647816
2021-06-01 65.8058910040892
2021-07-01 66.1881111591006
2021-08-01 65.9412849705619
2021-09-01 65.3133167661709
2021-10-01 65.4194695060655
2021-11-01 65.5054134175736
2021-12-01 65.1443608177193
2022-01-01 64.9626214870734
2022-02-01 65.2130501944220
2022-03-01 65.5520846907116
2022-04-01 66.2168184275308
2022-05-01 66.6568682264516
2022-06-01 66.8570935394340
2022-07-01 67.1776199808798
2022-08-01 67.0249497800292
2022-09-01 67.4537927168463
2022-10-01 67.6799298273261
2022-11-01 67.9610880479863
2022-12-01 67.8953118815838
2023-01-01 68.7963523990075
2023-02-01 69.1031626962718
2023-03-01 69.3517269671604
2023-04-01 69.7568561626200
2023-05-01 70.0864811220633
2023-06-01 70.4933572717319
2023-07-01 71.1854548207203
2023-08-01 71.5235525798571
2023-09-01 71.7759732597905
2023-10-01 72.0117396818801
2023-11-01 72.4150118400224
2023-12-01 72.8283049623950
2024-01-01 73.4209177907458
2024-02-01 73.9160467867851
2024-03-01 74.3556649491265
2024-04-01 73.8885428263251
2024-05-01 74.1178513655692
2024-06-01 74.2294497979233
2024-07-01 74.1242440176566
2024-08-01 74.6268210325068
2024-09-01 74.8051383492703
2024-10-01 75.0436329471125
2024-11-01 75.3749255435364
2024-12-01 75.3459923057116
2025-01-01 74.9447026349032
2025-02-01 75.4136782311578
2025-03-01 75.7447545656474
2025-04-01 76.1185370745893
2025-05-01 76.3436948129300
2025-06-01 76.6406961584420
2025-07-01 76.7744837780622
2025-08-01 77.0324258860746
2025-09-01 77.6567735215263
2025-10-01 77.8802129003822
2025-11-01 77.7413095163469

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