Table Data - All Employees: Education and Health Services: Private Education and Health Services in Little Rock-North Little Rock-Conway, AR (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Little Rock-North Little Rock-Conway, AR (MSA)
Series ID LRSEDUH
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 2:55 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 28.0943120084061
1990-02-01 28.4871954814648
1990-03-01 28.5282933722315
1990-04-01 28.5605932678994
1990-05-01 28.8509605712975
1990-06-01 29.0433550818218
1990-07-01 29.0245058032483
1990-08-01 29.2543577868678
1990-09-01 29.1533819568546
1990-10-01 29.2912954290850
1990-11-01 29.4727903229492
1990-12-01 29.6225778547196
1991-01-01 29.8990858059662
1991-02-01 30.1939162843314
1991-03-01 30.4298194775196
1991-04-01 30.6550572565125
1991-05-01 30.7434800062895
1991-06-01 31.0610783556688
1991-07-01 30.9626039776544
1991-08-01 31.0700598943182
1991-09-01 31.2371641403738
1991-10-01 31.1679295198922
1991-11-01 31.3400235717046
1991-12-01 31.4994200548750
1992-01-01 31.8995720244227
1992-02-01 32.0179509080275
1992-03-01 32.1399406440141
1992-04-01 32.2524872613090
1992-05-01 32.4541048760036
1992-06-01 32.3768685064000
1992-07-01 32.7002311766511
1992-08-01 32.5824242093248
1992-09-01 32.8143881674587
1992-10-01 33.0416567898200
1992-11-01 33.0031928430708
1992-12-01 33.0578628437304
1993-01-01 32.8956718295223
1993-02-01 32.8551764835326
1993-03-01 32.9558270422894
1993-04-01 33.1622168296934
1993-05-01 33.0614411054568
1993-06-01 33.2846877405314
1993-07-01 33.6279561195944
1993-08-01 33.7845781304695
1993-09-01 33.4929671007634
1993-10-01 34.0282369545627
1993-11-01 34.0897852816444
1993-12-01 33.9104852601936
1994-01-01 34.0130641657622
1994-02-01 33.5893941485062
1994-03-01 33.4570926283872
1994-04-01 33.5635940894782
1994-05-01 33.6778842070447
1994-06-01 33.3646626968434
1994-07-01 33.4306156794063
1994-08-01 33.4694721861145
1994-09-01 33.5860915234336
1994-10-01 33.5389797685544
1994-11-01 33.6093795081194
1994-12-01 33.7862258880294
1995-01-01 33.9175795199967
1995-02-01 34.3073896580095
1995-03-01 34.2562332358645
1995-04-01 34.1613160833657
1995-05-01 34.1682669130393
1995-06-01 34.6321126458334
1995-07-01 34.4571312143769
1995-08-01 34.6690445905418
1995-09-01 34.6872551071643
1995-10-01 34.8540070411964
1995-11-01 35.1285251927367
1995-12-01 35.2643849046440
1996-01-01 35.0308043259882
1996-02-01 35.3174331555185
1996-03-01 35.4475296258750
1996-04-01 35.4416969688359
1996-05-01 35.5637786721141
1996-06-01 35.9822314299216
1996-07-01 35.5644574552047
1996-08-01 35.7709449152887
1996-09-01 35.9004451553371
1996-10-01 35.2886925898232
1996-11-01 35.5594775635056
1996-12-01 35.6568321843001
1997-01-01 35.7258402288362
1997-02-01 35.9373477138589
1997-03-01 36.1586309791106
1997-04-01 36.2176564990790
1997-05-01 36.5508491975402
1997-06-01 36.3550810553002
1997-07-01 36.4389777901606
1997-08-01 36.2691909288912
1997-09-01 36.4051372691706
1997-10-01 36.5053628757555
1997-11-01 36.4833233150221
1997-12-01 36.5472662592955
1998-01-01 36.9316153848089
1998-02-01 36.9719491203109
1998-03-01 36.8820060968132
1998-04-01 36.9928038572102
1998-05-01 36.9634466250213
1998-06-01 36.9483616818587
1998-07-01 36.8633079410318
1998-08-01 37.0657459554215
1998-09-01 37.1044927572133
1998-10-01 37.3034608682382
1998-11-01 37.4874896958333
1998-12-01 37.5501704301833
1999-01-01 37.5341699969323
1999-02-01 37.3162627840671
1999-03-01 37.3219880056696
1999-04-01 37.3884798802683
1999-05-01 37.3724804086015
1999-06-01 37.3636838955527
1999-07-01 37.6857055696249
1999-08-01 37.3404728316517
1999-09-01 37.1816246039086
1999-10-01 37.0967604165105
1999-11-01 37.1948140806568
1999-12-01 37.2679186292108
2000-01-01 37.1484147085926
2000-02-01 37.0582922589413
2000-03-01 37.0512473524039
2000-04-01 37.1042400871479
2000-05-01 37.0973755886524
2000-06-01 37.0784317677387
2000-07-01 37.2926009964934
2000-08-01 36.9001593185308
2000-09-01 36.9460600663069
2000-10-01 36.8874698375960
2000-11-01 36.8037959342121
2000-12-01 36.7867050184179
2001-01-01 37.9914655106525
2001-02-01 38.2023885390823
2001-03-01 38.2641428487103
2001-04-01 38.4161448224751
2001-05-01 38.4127690430889
2001-06-01 38.6939354748152
2001-07-01 38.9352171849298
2001-08-01 39.0831674308930
2001-09-01 38.7902666442882
2001-10-01 39.2541028796990
2001-11-01 39.3043284332012
2001-12-01 39.3047883061152
2002-01-01 39.3447784916505
2002-02-01 39.4336098337511
2002-03-01 39.5691231795346
2002-04-01 39.4110440182559
2002-05-01 39.7256111250297
2002-06-01 39.5066573506958
2002-07-01 39.8775741875391
2002-08-01 39.9695613209598
2002-09-01 40.3477830659673
2002-10-01 40.0246716392029
2002-11-01 40.2294714355022
2002-12-01 40.3519225165163
2003-01-01 40.4744712222653
2003-02-01 40.6480328032728
2003-03-01 40.7613920788302
2003-04-01 40.7997950957187
2003-05-01 40.9312394468893
2003-06-01 41.0100665994638
2003-07-01 41.0477433392902
2003-08-01 41.2618699012960
2003-09-01 41.5170098433885
2003-10-01 41.5098583810485
2003-11-01 41.5613540572251
2003-12-01 41.7953369711996
2004-01-01 41.6847193999074
2004-02-01 41.6478467002215
2004-03-01 41.5496997217429
2004-04-01 42.0801177693607
2004-05-01 42.0366317324057
2004-06-01 42.1108726450871
2004-07-01 42.3282675159474
2004-08-01 42.3496881745869
2004-09-01 42.4964526407975
2004-10-01 42.8166814812151
2004-11-01 42.8098442702819
2004-12-01 42.8397943559227
2005-01-01 42.8719356093781
2005-02-01 43.0371879875647
2005-03-01 43.0273789098950
2005-04-01 43.4563413533779
2005-05-01 43.5415295424704
2005-06-01 43.6150912071611
2005-07-01 43.7157755884487
2005-08-01 43.7398573116876
2005-09-01 43.7830714141392
2005-10-01 44.1333470653122
2005-11-01 44.2625226779423
2005-12-01 44.2842628800958
2006-01-01 44.6615510669062
2006-02-01 44.8057596651292
2006-03-01 44.9965279069606
2006-04-01 44.8285734015538
2006-05-01 44.9493071184427
2006-06-01 45.2272874080610
2006-07-01 45.1042098422335
2006-08-01 45.3433583500287
2006-09-01 45.5862202883705
2006-10-01 45.4547798719905
2006-11-01 45.6942890574857
2006-12-01 46.0240842170036
2007-01-01 46.0289688273368
2007-02-01 46.1725951417114
2007-03-01 46.3490286627204
2007-04-01 46.5097197115945
2007-05-01 46.7573260355625
2007-06-01 46.9473386138055
2007-07-01 47.4278990508869
2007-08-01 47.5723561262360
2007-09-01 47.6839020951340
2007-10-01 47.0850079206849
2007-11-01 47.2922460021804
2007-12-01 47.3191992785269
2008-01-01 47.5967399572237
2008-02-01 47.7525504114911
2008-03-01 47.7026460164510
2008-04-01 47.8776638793044
2008-05-01 47.9605225132735
2008-06-01 47.9939966593264
2008-07-01 48.1826651868151
2008-08-01 48.4273782139639
2008-09-01 48.4047783025420
2008-10-01 48.5841141330432
2008-11-01 48.5494518057293
2008-12-01 48.6879804110741
2009-01-01 48.8414588887926
2009-02-01 49.1346725616708
2009-03-01 49.2716530746547
2009-04-01 49.1440494593064
2009-05-01 49.1499633409034
2009-06-01 49.2729928996896
2009-07-01 49.3923008690291
2009-08-01 49.1048661527495
2009-09-01 49.1314438817860
2009-10-01 49.1517853157687
2009-11-01 49.4628709044327
2009-12-01 49.9206331893556
2010-01-01 49.5912116872718
2010-02-01 49.4110164558905
2010-03-01 49.5797275902111
2010-04-01 49.7023970451881
2010-05-01 49.8323128521754
2010-06-01 50.3758336328599
2010-07-01 50.3356513585264
2010-08-01 50.2885006870514
2010-09-01 50.4718445424797
2010-10-01 50.1923872423569
2010-11-01 50.2350168186648
2010-12-01 50.2423755283929
2011-01-01 50.0408636717624
2011-02-01 49.7837832822600
2011-03-01 50.1031768221801
2011-04-01 50.2890367253869
2011-05-01 50.2096351979627
2011-06-01 49.7676797449366
2011-07-01 50.1899884276443
2011-08-01 50.3436381571133
2011-09-01 50.4926162697165
2011-10-01 51.0273036705741
2011-11-01 51.0136176009668
2011-12-01 51.1380250427940
2012-01-01 51.5175918711735
2012-02-01 51.6651670764838
2012-03-01 51.6524318017330
2012-04-01 51.4727264799234
2012-05-01 51.7857150103856
2012-06-01 51.0760307602729
2012-07-01 51.2315323169394
2012-08-01 51.8679933398604
2012-09-01 52.1129441679379
2012-10-01 52.6457658824455
2012-11-01 52.4101609884546
2012-12-01 52.4497014638911
2013-01-01 50.9987880171675
2013-02-01 51.1437889558254
2013-03-01 51.0225253177120
2013-04-01 51.3941961281656
2013-05-01 51.2645298422774
2013-06-01 51.3500234216653
2013-07-01 51.3164499854483
2013-08-01 51.5451072040924
2013-09-01 51.4161539936106
2013-10-01 51.2955683769255
2013-11-01 51.4790148098587
2013-12-01 51.2990632777820
2014-01-01 51.1029218309834
2014-02-01 51.1322815812974
2014-03-01 51.3051148158422
2014-04-01 51.1123850340386
2014-05-01 51.5571901445848
2014-06-01 51.0734072266185
2014-07-01 51.0407715893560
2014-08-01 51.0986842093043
2014-09-01 51.3179526468408
2014-10-01 51.5508394736722
2014-11-01 51.5665338362584
2014-12-01 51.7618693235134
2015-01-01 51.8093042079926
2015-02-01 51.8472010258298
2015-03-01 51.8639461200315
2015-04-01 52.0451913004474
2015-05-01 52.1558303143560
2015-06-01 52.1624112331676
2015-07-01 52.4672248627349
2015-08-01 52.5830469340243
2015-09-01 52.3883585038166
2015-10-01 52.5164991303529
2015-11-01 52.6868653276037
2015-12-01 52.8287985480098
2016-01-01 52.9063550561226
2016-02-01 53.0749092666652
2016-03-01 53.1085014051608
2016-04-01 53.2616735372094
2016-05-01 53.3645101677868
2016-06-01 53.5438890651149
2016-07-01 54.8949910030468
2016-08-01 54.9687986832363
2016-09-01 55.2600280050886
2016-10-01 55.2829361812242
2016-11-01 55.3109227250312
2016-12-01 55.4088834429226
2017-01-01 55.5812943264259
2017-02-01 55.8772554328620
2017-03-01 55.9205707446169
2017-04-01 56.2821478164286
2017-05-01 56.4740793434418
2017-06-01 56.6399302573714
2017-07-01 56.7404979508388
2017-08-01 56.5559723479077
2017-09-01 56.8263421331053
2017-10-01 57.1793133577273
2017-11-01 57.5415252997180
2017-12-01 57.3119341223539
2018-01-01 56.4256385333731
2018-02-01 56.8576563415179
2018-03-01 57.1170609307658
2018-04-01 57.0889613895423
2018-05-01 57.3027084433875
2018-06-01 57.4194568178982
2018-07-01 57.3975597705753
2018-08-01 57.4258979363201
2018-09-01 57.6137492811411
2018-10-01 57.5973612896064
2018-11-01 57.6687130427171
2018-12-01 57.9446984456411
2019-01-01 57.7599062096457
2019-02-01 57.8328653208601
2019-03-01 57.9999300421195
2019-04-01 57.9961366976534
2019-05-01 58.0242354076093
2019-06-01 58.1122179233672
2019-07-01 58.4872414502817
2019-08-01 58.3786673381976
2019-09-01 58.4933512297716
2019-10-01 58.0145369615252
2019-11-01 58.3790123950249
2019-12-01 58.5859302913507
2020-01-01 58.9089920874088
2020-02-01 59.2188926080169
2020-03-01 59.1867863100695
2020-04-01 53.1109021829881
2020-05-01 55.0404147646685
2020-06-01 56.5015164001214
2020-07-01 57.1053613535587
2020-08-01 58.2996893234185
2020-09-01 57.9827717173651
2020-10-01 58.5312144778675
2020-11-01 59.0938485344690
2020-12-01 58.8395256671998
2021-01-01 60.1903792545519
2021-02-01 60.1071429460101
2021-03-01 60.9734156321420
2021-04-01 60.4814898206116
2021-05-01 60.4275769335928
2021-06-01 60.5470945310941
2021-07-01 60.1012635238294
2021-08-01 60.1215165467948
2021-09-01 58.7587650938363
2021-10-01 59.1490280490443
2021-11-01 59.1147069739142
2021-12-01 58.3883718741280
2022-01-01 59.2246424954228
2022-02-01 59.2147283519888
2022-03-01 59.1399112880178
2022-04-01 59.5619006626011
2022-05-01 59.9167780274185
2022-06-01 59.4410554534513
2022-07-01 60.6126200888203
2022-08-01 61.0592501390487
2022-09-01 61.1383490492891
2022-10-01 61.1496228977523
2022-11-01 61.3330756934156
2022-12-01 61.2952239210541
2023-01-01 61.5889523791433
2023-02-01 61.7177740617495
2023-03-01 62.1055850793777
2023-04-01 62.4151992445868
2023-05-01 62.7905348920976
2023-06-01 63.0944706290796
2023-07-01 63.3441538134007
2023-08-01 63.6220614374327
2023-09-01 63.7237411287229
2023-10-01 63.7642155060174
2023-11-01 63.7502123748211
2023-12-01 64.0782818696069
2024-01-01 63.9710901536991
2024-02-01 64.4186305548137
2024-03-01 64.6504719733189
2024-04-01 64.4529446418354
2024-05-01 64.6785602050361
2024-06-01 64.6336139231534
2024-07-01 64.6278951110763
2024-08-01 64.7134612716893
2024-09-01 64.9270553077736
2024-10-01 65.0972603962661
2024-11-01 65.2844619543330
2024-12-01 65.3531563722203
2025-01-01 65.2319289351927
2025-02-01 65.4941941407630
2025-03-01 65.6990024555823
2025-04-01 65.7991676376565
2025-05-01 65.6710763280616
2025-06-01 65.8744230874071
2025-07-01 66.5405264971821
2025-08-01 66.2265891103590
2025-09-01 66.3402339616615
2025-10-01 66.5218006120304
2025-11-01 66.7944699445183
2025-12-01 67.2265545037143
2026-01-01 67.3737691272194
2026-02-01 67.6680590422749
2026-03-01 67.7523727732584
2026-04-01 68.1429916274500

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