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 2026-07-01
Last Updated 2026-08-21 7:40 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 28.0943130794962
1990-02-01 28.4871933245000
1990-03-01 28.5282942149718
1990-04-01 28.5605941707070
1990-05-01 28.8509724058688
1990-06-01 29.0433527121070
1990-07-01 29.0245035125448
1990-08-01 29.2543553653611
1990-09-01 29.1533718169340
1990-10-01 29.2912965797276
1990-11-01 29.4727919662448
1990-12-01 29.6225744298676
1991-01-01 29.8990953534683
1991-02-01 30.1939108653675
1991-03-01 30.4298155690897
1991-04-01 30.6550619251449
1991-05-01 30.7435018507872
1991-06-01 31.0610712974075
1991-07-01 30.9626030698257
1991-08-01 31.0700556816202
1991-09-01 31.2371474979833
1991-10-01 31.1679263897757
1991-11-01 31.3400227666498
1991-12-01 31.4994176259578
1992-01-01 31.8995997624238
1992-02-01 32.0179196036414
1992-03-01 32.1399376394841
1992-04-01 32.2524994907347
1992-05-01 32.4541748196970
1992-06-01 32.3768445001720
1992-07-01 32.7002323696608
1992-08-01 32.5824095154638
1992-09-01 32.8143506606115
1992-10-01 33.0416351125068
1992-11-01 33.0031806685758
1992-12-01 33.0578564149512
1993-01-01 32.8957536808485
1993-02-01 32.8551092253157
1993-03-01 32.9558255821234
1993-04-01 33.1622496330692
1993-05-01 33.0615675201116
1993-06-01 33.2846514685803
1993-07-01 33.6279746041251
1993-08-01 33.7845801144863
1993-09-01 33.4928069470698
1993-10-01 34.0281825789613
1993-11-01 34.0897849284820
1993-12-01 33.9104882920434
1994-01-01 34.0132071595321
1994-02-01 33.5893049039756
1994-03-01 33.4570896898666
1994-04-01 33.5636114437282
1994-05-01 33.6781661490687
1994-06-01 33.3645943048912
1994-07-01 33.4306288400771
1994-08-01 33.4694741235135
1994-09-01 33.5857992729388
1994-10-01 33.5388787787977
1994-11-01 33.6093636357779
1994-12-01 33.7861939490091
1995-01-01 33.9179134177851
1995-02-01 34.3072615766174
1995-03-01 34.2562114273889
1995-04-01 34.1613372499328
1995-05-01 34.1687062190284
1995-06-01 34.6320595696421
1995-07-01 34.4571618617514
1995-08-01 34.6690448104928
1995-09-01 34.6867647613543
1995-10-01 34.8537547115421
1995-11-01 35.1284011643432
1995-12-01 35.2642863630754
1996-01-01 35.0313402075721
1996-02-01 35.3173710809887
1996-03-01 35.4475975188688
1996-04-01 35.4417878585730
1996-05-01 35.5644382239360
1996-06-01 35.9822512623075
1996-07-01 35.5645101420993
1996-08-01 35.7708908162074
1996-09-01 35.8997325612250
1996-10-01 35.2880982090748
1996-11-01 35.5590168245365
1996-12-01 35.6565606945050
1997-01-01 35.7266263041420
1997-02-01 35.9375506750930
1997-03-01 36.1589910244339
1997-04-01 36.2179815774939
1997-05-01 36.5516607550402
1997-06-01 36.3553305704963
1997-07-01 36.4391225493684
1997-08-01 36.2690693731011
1997-09-01 36.4041633045965
1997-10-01 36.5042694325222
1997-11-01 36.4820383732669
1997-12-01 36.5457370322863
1998-01-01 36.9336066082628
1998-02-01 36.9729732877986
1998-03-01 36.8828234566316
1998-04-01 36.9934106465419
1998-05-01 36.9644585946424
1998-06-01 36.9486352785608
1998-07-01 36.8634016705270
1998-08-01 37.0657967001879
1998-09-01 37.1032858851589
1998-10-01 37.3016546855707
1998-11-01 37.4851775258836
1998-12-01 37.5472362246408
1999-01-01 37.5374031635316
1999-02-01 37.3182158881496
1999-03-01 37.3234376645991
1999-04-01 37.3893200861553
1999-05-01 37.3736361232559
1999-06-01 37.3638958599706
1999-07-01 37.6857628198523
1999-08-01 37.3407297490749
1999-09-01 37.1803101823331
1999-10-01 37.0943903541439
1999-11-01 37.1916364841120
1999-12-01 37.2637105457326
2000-01-01 37.1526130077680
2000-02-01 37.0610736138112
2000-03-01 37.0532415461761
2000-04-01 37.1052158857775
2000-05-01 37.0985704079107
2000-06-01 37.0783942644319
2000-07-01 37.2925472792121
2000-08-01 36.9006609318861
2000-09-01 36.9447603693304
2000-10-01 36.8848544910549
2000-11-01 36.8004593649724
2000-12-01 36.7820978776476
2001-01-01 37.9956941314633
2001-02-01 38.2055198066566
2001-03-01 38.2665782325098
2001-04-01 38.4172539974651
2001-05-01 38.4138708941225
2001-06-01 38.6937489871343
2001-07-01 38.9351496593233
2001-08-01 39.0837663570798
2001-09-01 38.7891028379941
2001-10-01 39.2515046909868
2001-11-01 39.3010639069454
2001-12-01 39.2995762537244
2002-01-01 39.3489401208613
2002-02-01 39.4366901004796
2002-03-01 39.5716051701444
2002-04-01 39.4121226680704
2002-05-01 39.7265350843169
2002-06-01 39.5062218600213
2002-07-01 39.8774041538858
2002-08-01 39.9702739929208
2002-09-01 40.3468695296343
2002-10-01 40.0224930023574
2002-11-01 40.2271080867297
2002-12-01 40.3475091267796
2003-01-01 40.4774481501530
2003-02-01 40.6503720762963
2003-03-01 40.7636312557497
2003-04-01 40.8007342612211
2003-05-01 40.9319104459563
2003-06-01 41.0096058649583
2003-07-01 41.0475990454490
2003-08-01 41.2623992033403
2003-09-01 41.5164756294473
2003-10-01 41.5082618128123
2003-11-01 41.5599867307658
2003-12-01 41.7921945652855
2004-01-01 41.6863448296405
2004-02-01 41.6492509707251
2004-03-01 41.5514134800815
2004-04-01 42.0808915500624
2004-05-01 42.0369990385884
2004-06-01 42.1105151621228
2004-07-01 42.3281600491118
2004-08-01 42.3499870047662
2004-09-01 42.4961902406706
2004-10-01 42.8157217362824
2004-11-01 42.8094573737055
2004-12-01 42.8380554683437
2005-01-01 42.8722197469821
2005-02-01 43.0377305115511
2005-03-01 43.0285623823501
2005-04-01 43.4569959129294
2005-05-01 43.5416635659900
2005-06-01 43.6149866540462
2005-07-01 43.7157655809217
2005-08-01 43.7398730988085
2005-09-01 43.7830460006983
2005-10-01 44.1328303469658
2005-11-01 44.2624875825936
2005-12-01 44.2830980712130
2006-01-01 44.6616701297512
2006-02-01 44.8059323577714
2006-03-01 44.9972154305384
2006-04-01 44.8290438613968
2006-05-01 44.9493364149353
2006-06-01 45.2272677406145
2006-07-01 45.1041782350925
2006-08-01 45.3433766845392
2006-09-01 45.5862440233352
2006-10-01 45.4544654791240
2006-11-01 45.6943267248578
2006-12-01 46.0234756232157
2007-01-01 46.0289940007900
2007-02-01 46.1726283430290
2007-03-01 46.3493878781825
2007-04-01 46.5099539452337
2007-05-01 46.7573500865203
2007-06-01 46.9473893464591
2007-07-01 47.4278404870789
2007-08-01 47.5723595967582
2007-09-01 47.6839569922408
2007-10-01 47.0848011053625
2007-11-01 47.2922301937429
2007-12-01 47.3191742408299
2008-01-01 47.5966938343455
2008-02-01 47.7524293090490
2008-03-01 47.7027592781780
2008-04-01 47.8776836483485
2008-05-01 47.9605041025020
2008-06-01 47.9941129523456
2008-07-01 48.1825884647072
2008-08-01 48.4274009188523
2008-09-01 48.4049077625129
2008-10-01 48.5840902958967
2008-11-01 48.5495739421205
2008-12-01 48.6881645705322
2009-01-01 48.8414021254973
2009-02-01 49.1343250224033
2009-03-01 49.2714999884940
2009-04-01 49.1439119432974
2009-05-01 49.1498305918457
2009-06-01 49.2731730400509
2009-07-01 49.3922006873183
2009-08-01 49.1049660825108
2009-09-01 49.1317237649869
2009-10-01 49.1518374831922
2009-11-01 49.4633590333035
2009-12-01 49.9214016504113
2010-01-01 49.5907018637396
2010-02-01 49.4102460432946
2010-03-01 49.5793528228431
2010-04-01 49.7020861044578
2010-05-01 49.8320636328420
2010-06-01 50.3760731187129
2010-07-01 50.3356076723000
2010-08-01 50.2887300511797
2010-09-01 50.4723135666007
2010-10-01 50.1925318302823
2010-11-01 50.2358623029089
2010-12-01 50.2436193146632
2011-01-01 50.0398289947806
2011-02-01 49.7826482893991
2011-03-01 50.1025867494169
2011-04-01 50.2886129888130
2011-05-01 50.2093947661604
2011-06-01 49.7679892883763
2011-07-01 50.1900071905024
2011-08-01 50.3439251667965
2011-09-01 50.4931495665388
2011-10-01 51.0275024146834
2011-11-01 51.0147148510522
2011-12-01 51.1396568543375
2012-01-01 51.5160388239364
2012-02-01 51.6637224170653
2012-03-01 51.6517632470795
2012-04-01 51.4723782801702
2012-05-01 51.7856387930220
2012-06-01 51.0763223992246
2012-07-01 51.2314641397212
2012-08-01 51.8684702499696
2012-09-01 52.1133149013764
2012-10-01 52.6459229386084
2012-11-01 52.4113180305510
2012-12-01 52.4512672307480
2013-01-01 50.9971692430665
2013-02-01 51.1424437154487
2013-03-01 51.0219111456181
2013-04-01 51.3940058230693
2013-05-01 51.2649245238841
2013-06-01 51.3509985554757
2013-07-01 51.3152531312974
2013-08-01 51.5453090617761
2013-09-01 51.4162338778409
2013-10-01 51.2957806535845
2013-11-01 51.4801901161265
2013-12-01 51.3006332617771
2014-01-01 51.1014595695918
2014-02-01 51.1312201893515
2014-03-01 51.3044117510973
2014-04-01 51.1124778298172
2014-05-01 51.5578987817033
2014-06-01 51.0747226060601
2014-07-01 51.0378191476714
2014-08-01 51.0994285308204
2014-09-01 51.3163778261091
2014-10-01 51.5531806866992
2014-11-01 51.5676412170931
2014-12-01 51.7634901887649
2015-01-01 51.8088722665494
2015-02-01 51.8464126759353
2015-03-01 51.8630024066617
2015-04-01 52.0451046578406
2015-05-01 52.1559035029478
2015-06-01 52.1626806358369
2015-07-01 52.4609548079734
2015-08-01 52.5833893359982
2015-09-01 52.3857415658150
2015-10-01 52.5228592207995
2015-11-01 52.6902756994622
2015-12-01 52.8326373498416
2016-01-01 52.9084753218048
2016-02-01 53.0746259609068
2016-03-01 53.1069526359628
2016-04-01 53.2600593500172
2016-05-01 53.3609739005528
2016-06-01 53.5384987218627
2016-07-01 54.8822824134984
2016-08-01 54.9672612311816
2016-09-01 55.2575699880555
2016-10-01 55.2974143371438
2016-11-01 55.3222029091971
2016-12-01 55.4191958836685
2017-01-01 55.5890509036354
2017-02-01 55.8788889200136
2017-03-01 55.9153174886579
2017-04-01 56.2759826845761
2017-05-01 56.4618632309370
2017-06-01 56.6367317221479
2017-07-01 56.6945069144721
2017-08-01 56.5537663433266
2017-09-01 56.8251948196716
2017-10-01 57.2151673461334
2017-11-01 57.5664251252291
2017-12-01 57.3326337729387
2018-01-01 56.4455233148620
2018-02-01 56.8577696318658
2018-03-01 57.1062036829296
2018-04-01 57.0747286792730
2018-05-01 57.2803492129651
2018-06-01 57.4185989225954
2018-07-01 57.3046061725160
2018-08-01 57.4235361172420
2018-09-01 57.6208208362853
2018-10-01 57.6553413999963
2018-11-01 57.7099875960871
2018-12-01 57.9776014455910
2019-01-01 57.7931167820457
2019-02-01 57.8304752200255
2019-03-01 57.9823789371042
2019-04-01 57.9724101355029
2019-05-01 57.9907202842063
2019-06-01 58.1170874012975
2019-07-01 58.3451547161870
2019-08-01 58.3787366342488
2019-09-01 58.5088188747420
2019-10-01 58.0908848384208
2019-11-01 58.4345219835103
2019-12-01 58.6287146596542
2020-01-01 58.9531408972023
2020-02-01 59.2122342338107
2020-03-01 59.1649272015829
2020-04-01 53.0825853711889
2020-05-01 55.0028019030041
2020-06-01 56.5045241199680
2020-07-01 56.9490041223724
2020-08-01 58.3009471003369
2020-09-01 58.0067815654530
2020-10-01 58.6095968606419
2020-11-01 59.1565938043958
2020-12-01 58.8861249272929
2021-01-01 60.2363334501196
2021-02-01 60.0988045604399
2021-03-01 60.9488136821940
2021-04-01 60.4471319243277
2021-05-01 60.3852849653883
2021-06-01 60.5548193933004
2021-07-01 59.9383682296395
2021-08-01 60.1271712106997
2021-09-01 58.7837851484918
2021-10-01 59.2233481105967
2021-11-01 59.1724048190073
2021-12-01 58.4289561308508
2022-01-01 59.2641338384304
2022-02-01 59.2027665754158
2022-03-01 59.1181685659620
2022-04-01 59.5314789605061
2022-05-01 59.8831005021827
2022-06-01 59.4460842222560
2022-07-01 60.4826494230990
2022-08-01 61.0675753226578
2022-09-01 61.1663760885417
2022-10-01 61.2071589281677
2022-11-01 61.3791505826494
2022-12-01 61.3254094292251
2023-01-01 61.6150357926316
2023-02-01 61.7021257691342
2023-03-01 62.0804887810952
2023-04-01 62.3928017550067
2023-05-01 62.7835921313295
2023-06-01 63.0823713957340
2023-07-01 63.2599079432756
2023-08-01 63.6399580616158
2023-09-01 63.7502527566510
2023-10-01 63.8029301594384
2023-11-01 63.7792359027210
2023-12-01 64.0917140342456
2024-01-01 63.9788428366373
2024-02-01 64.3965223734082
2024-03-01 64.6215043403391
2024-04-01 64.4438285039873
2024-05-01 64.7084259300928
2024-06-01 64.5993145147956
2024-07-01 64.5930659448691
2024-08-01 64.7381975090005
2024-09-01 64.9533587305094
2024-10-01 65.1169323036054
2024-11-01 65.2976216073933
2024-12-01 65.3502663314599
2025-01-01 65.2224809801100
2025-02-01 65.4667073617173
2025-03-01 65.6616940859245
2025-04-01 65.8032525841891
2025-05-01 65.7410297215317
2025-06-01 65.8244585124624
2025-07-01 66.5252176764342
2025-08-01 66.2618018889466
2025-09-01 66.3642912951870
2025-10-01 66.5370885080902
2025-11-01 66.7960119089005
2025-12-01 67.2097113875307
2026-01-01 67.3537023506834
2026-02-01 67.6315677356106
2026-03-01 67.7087212700999
2026-04-01 67.9576190509366
2026-05-01 67.8766312591817
2026-06-01 68.3575731905077
2026-07-01 68.4591630671311

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