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 2026-05-01
Last Updated 2026-06-24 9:57 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 28.0943130828214
1990-02-01 28.4871933176116
1990-03-01 28.5282942176167
1990-04-01 28.5605941735268
1990-05-01 28.8509724427080
1990-06-01 29.0433527046201
1990-07-01 29.0245035053670
1990-08-01 29.2543553578333
1990-09-01 29.1533717855605
1990-10-01 29.2912965834064
1990-11-01 29.4727919714505
1990-12-01 29.6225744192408
1991-01-01 29.8990953831098
1991-02-01 30.1939108483959
1991-03-01 30.4298155572400
1991-04-01 30.6550619398013
1991-05-01 30.7435019188040
1991-06-01 31.0610712749473
1991-07-01 30.9626030661455
1991-08-01 31.0700556671574
1991-09-01 31.2371474450574
1991-10-01 31.1679263797052
1991-11-01 31.3400227655443
1991-12-01 31.4994176215883
1992-01-01 31.8995998539824
1992-02-01 32.0179195095963
1992-03-01 32.1399376308857
1992-04-01 32.2524995241268
1992-05-01 32.4541750302262
1992-06-01 32.3768444183684
1992-07-01 32.7002323696619
1992-08-01 32.5824094682427
1992-09-01 32.8143505437440
1992-10-01 33.0416350465114
1992-11-01 33.0031806373101
1992-12-01 33.0578564067981
1993-01-01 32.8957539556987
1993-02-01 32.8551090296931
1993-03-01 32.9558255774409
1993-04-01 33.1622497147785
1993-05-01 33.0615678841823
1993-06-01 33.2846513298665
1993-07-01 33.6279746522706
1993-08-01 33.7845801237286
1993-09-01 33.4928064564543
1993-10-01 34.0281824147198
1993-11-01 34.0897849451029
1993-12-01 33.9104883344516
1994-01-01 34.0132076419339
1994-02-01 33.5893046563381
1994-03-01 33.4570897085316
1994-04-01 33.5636115176095
1994-05-01 33.6781667687374
1994-06-01 33.3645941036182
1994-07-01 33.4306288963526
1994-08-01 33.4694741452794
1994-09-01 33.5857983829188
1994-10-01 33.5388784864918
1994-11-01 33.6093636208524
1994-12-01 33.7861939020601
1995-01-01 33.9179145030244
1995-02-01 34.3072612289894
1995-03-01 34.2562114148828
1995-04-01 34.1613373706356
1995-05-01 34.1687070853350
1995-06-01 34.6320594506453
1995-07-01 34.4571619991722
1995-08-01 34.6690448471416
1995-09-01 34.6867632758821
1995-10-01 34.8537539720327
1995-11-01 35.1284008325473
1995-12-01 35.2642861266639
1996-01-01 35.0313419217480
1996-02-01 35.3173709530534
1996-03-01 35.4475978148137
1996-04-01 35.4417882426725
1996-05-01 35.5644395175307
1996-06-01 35.9822514152199
1996-07-01 35.5645103745009
1996-08-01 35.7708907016460
1996-09-01 35.8997304048335
1996-10-01 35.2880964341156
1996-11-01 35.5590154632959
1996-12-01 35.6565599244357
1997-01-01 35.7266287882977
1997-02-01 35.9375513715678
1997-03-01 36.1589922235248
1997-04-01 36.2179826828733
1997-05-01 36.5516624900164
1997-06-01 36.3553314287509
1997-07-01 36.4391230569107
1997-08-01 36.2690690513012
1997-09-01 36.4041603461187
1997-10-01 36.5042661251396
1997-11-01 36.4820344689160
1997-12-01 36.5457323706004
1998-01-01 36.9336128150560
1998-02-01 36.9729765184565
1998-03-01 36.8828260591142
1998-04-01 36.9934126127197
1998-05-01 36.9644610323788
1998-06-01 36.9486362268390
1998-07-01 36.8634019928759
1998-08-01 37.0657968412151
1998-09-01 37.1032822159247
1998-10-01 37.3016491947187
1998-11-01 37.4851704543426
1998-12-01 37.5472272067532
1999-01-01 37.5374132124304
1999-02-01 37.3182220021849
1999-03-01 37.3234422251231
1999-04-01 37.3893225367122
1999-05-01 37.3736393687816
1999-06-01 37.3638965958884
1999-07-01 37.6857629728768
1999-08-01 37.3407304435573
1999-09-01 37.1803061973947
1999-10-01 37.0943831281792
1999-11-01 37.1916267369792
1999-12-01 37.2636975808791
2000-01-01 37.1526260510941
2000-02-01 37.0610822953498
2000-03-01 37.0532477831527
2000-04-01 37.1052185075225
2000-05-01 37.0985741412354
2000-06-01 37.0783942041424
2000-07-01 37.2925470311830
2000-08-01 36.9006622808682
2000-09-01 36.9447565361352
2000-10-01 36.8848464907611
2000-11-01 36.8004491213897
2000-12-01 36.7820836557730
2001-01-01 37.9957072857951
2001-02-01 38.2055295793917
2001-03-01 38.2665858504970
2001-04-01 38.4172567380046
2001-05-01 38.4138746383793
2001-06-01 38.6937484441696
2001-07-01 38.9351493379599
2001-08-01 39.0837679661877
2001-09-01 38.7890995437554
2001-10-01 39.2514967135757
2001-11-01 39.3010538714249
2001-12-01 39.2995601341580
2002-01-01 39.3489530699495
2002-02-01 39.4366997049586
2002-03-01 39.5716129278770
2002-04-01 39.4121252610179
2002-05-01 39.7265383178975
2002-06-01 39.5062205784208
2002-07-01 39.8774035321012
2002-08-01 39.9702759283405
2002-09-01 40.3468671106371
2002-10-01 40.0224862773305
2002-11-01 40.2271008158574
2002-12-01 40.3474954103051
2003-01-01 40.4774574284361
2003-02-01 40.6503793948409
2003-03-01 40.7636382992305
2003-04-01 40.8007364206409
2003-05-01 40.9319128767912
2003-06-01 41.0096045848449
2003-07-01 41.0475985330969
2003-08-01 41.2624006079851
2003-09-01 41.5164743446990
2003-10-01 41.5082567731731
2003-11-01 41.5599825077150
2003-12-01 41.7921847315848
2004-01-01 41.6863499144271
2004-02-01 41.6492553902393
2004-03-01 41.5514188993352
2004-04-01 42.0808934639615
2004-05-01 42.0370004762623
2004-06-01 42.1105143286480
2004-07-01 42.3281597066992
2004-08-01 42.3499876832419
2004-09-01 42.4961894743584
2004-10-01 42.8157185583951
2004-11-01 42.8094562681772
2004-12-01 42.8380498339263
2005-01-01 42.8722207043393
2005-02-01 43.0377322835090
2005-03-01 43.0285661969390
2005-04-01 43.4569977689339
2005-05-01 43.5416642754439
2005-06-01 43.6149867852227
2005-07-01 43.7157656173544
2005-08-01 43.7398729018128
2005-09-01 43.7830454925299
2005-10-01 44.1328284099803
2005-11-01 44.2624876172761
2005-12-01 44.2830940767243
2006-01-01 44.6616705728259
2006-02-01 44.8059329819083
2006-03-01 44.9972177143416
2006-04-01 44.8290455125860
2006-05-01 44.9493369143549
2006-06-01 45.2272683698928
2006-07-01 45.1041783969977
2006-08-01 45.3433764250634
2006-09-01 45.5862431166630
2006-10-01 45.4544640923913
2006-11-01 45.6943271225075
2006-12-01 46.0234726409578
2007-01-01 46.0289942316010
2007-02-01 46.1726286104548
2007-03-01 46.3493892107397
2007-04-01 46.5099550211776
2007-05-01 46.7573507530601
2007-06-01 46.9473915628695
2007-07-01 47.4278407577167
2007-08-01 47.5723591290689
2007-09-01 47.6839554510602
2007-10-01 47.0847993024375
2007-11-01 47.2922297491064
2007-12-01 47.3191720282014
2008-01-01 47.5966938182893
2008-02-01 47.7524301121225
2008-03-01 47.7027601709355
2008-04-01 47.8776845941103
2008-05-01 47.9605052393826
2008-06-01 47.9941174547473
2008-07-01 48.1825890472476
2008-08-01 48.4274003572756
2008-09-01 48.4049055431272
2008-10-01 48.5840858074115
2008-11-01 48.5495725132744
2008-12-01 48.6881615364274
2009-01-01 48.8414022867860
2009-02-01 49.1343270503712
2009-03-01 49.2715014292297
2009-04-01 49.1439136478255
2009-05-01 49.1498324133179
2009-06-01 49.2731817416304
2009-07-01 49.3922011048478
2009-08-01 49.1049654236491
2009-09-01 49.1317213945106
2009-10-01 49.1518268345127
2009-11-01 49.4633552793712
2009-12-01 49.9213949130136
2010-01-01 49.5907055697284
2010-02-01 49.4102506377130
2010-03-01 49.5793557762558
2010-04-01 49.7020892058807
2010-05-01 49.8320669218790
2010-06-01 50.3760855400515
2010-07-01 50.3356086282506
2010-08-01 50.2887297437818
2010-09-01 50.4723105943317
2010-10-01 50.1925129914178
2010-11-01 50.2358529942793
2010-12-01 50.2436051684735
2011-01-01 50.0398344613449
2011-02-01 49.7826555952235
2011-03-01 50.1025952305526
2011-04-01 50.2886235600788
2011-05-01 50.2094116356169
2011-06-01 49.7680063624806
2011-07-01 50.1900058713382
2011-08-01 50.3439189092188
2011-09-01 50.4931385669145
2011-10-01 51.0274705500472
2011-11-01 51.0146951045518
2011-12-01 51.1396323907612
2012-01-01 51.5160451836693
2012-02-01 51.6637338167656
2012-03-01 51.6517842752067
2012-04-01 51.4724092679023
2012-05-01 51.7856827833439
2012-06-01 51.0763465138850
2012-07-01 51.2314546437479
2012-08-01 51.8684627522171
2012-09-01 52.1132788806287
2012-10-01 52.6458686029717
2012-11-01 52.4112813497997
2012-12-01 52.4512262969742
2013-01-01 50.9971663657719
2013-02-01 51.1424589919903
2013-03-01 51.0219468024663
2013-04-01 51.3940636650087
2013-05-01 51.2650267379316
2013-06-01 51.3511123300905
2013-07-01 51.3151598662586
2013-08-01 51.5452722210133
2013-09-01 51.4161701516865
2013-10-01 51.2957074161770
2013-11-01 51.4801313847472
2013-12-01 51.3005790598279
2014-01-01 51.1014566640781
2014-02-01 51.1312476142336
2014-03-01 51.3044316901233
2014-04-01 51.1125802067993
2014-05-01 51.5580650985818
2014-06-01 51.0749174614494
2014-07-01 51.0376204243214
2014-08-01 51.0994531125877
2014-09-01 51.3162538779584
2014-10-01 51.5530793410812
2014-11-01 51.5675826715212
2014-12-01 51.7634110318158
2015-01-01 51.8088429959467
2015-02-01 51.8464436869258
2015-03-01 51.8629802424226
2015-04-01 52.0452213788840
2015-05-01 52.1561203855429
2015-06-01 52.1629827185959
2015-07-01 52.4606862202372
2015-08-01 52.5835110577074
2015-09-01 52.3856029335958
2015-10-01 52.5227603906980
2015-11-01 52.6902284850750
2015-12-01 52.8325231793203
2016-01-01 52.9083836665988
2016-02-01 53.0745909538697
2016-03-01 53.1067944732605
2016-04-01 53.2601226702781
2016-05-01 53.3612039493722
2016-06-01 53.5388832292298
2016-07-01 54.8821264196894
2016-08-01 54.9676643816002
2016-09-01 55.2575694125694
2016-10-01 55.2971593859366
2016-11-01 55.3222457036089
2016-12-01 55.4190334696839
2017-01-01 55.5887883567441
2017-02-01 55.8786565555693
2017-03-01 55.9149009392544
2017-04-01 56.2758333489552
2017-05-01 56.4618767500939
2017-06-01 56.6375602851078
2017-07-01 56.6947555144497
2017-08-01 56.5544957573712
2017-09-01 56.8254829534569
2017-10-01 57.2147873439490
2017-11-01 57.5666011647981
2017-12-01 57.3324349680914
2018-01-01 56.4445633285497
2018-02-01 56.8574249868255
2018-03-01 57.1054425891048
2018-04-01 57.0743465100333
2018-05-01 57.2799970902210
2018-06-01 57.4196078397428
2018-07-01 57.3062951460379
2018-08-01 57.4244477496680
2018-09-01 57.6212947109335
2018-10-01 57.6548056058768
2018-11-01 57.7102836081845
2018-12-01 57.9771993431636
2019-01-01 57.7913978445826
2019-02-01 57.8300332717164
2019-03-01 57.9813111604799
2019-04-01 57.9717697770942
2019-05-01 57.9899529201389
2019-06-01 58.1184502497222
2019-07-01 58.3481896920260
2019-08-01 58.3800296535281
2019-09-01 58.5092530100855
2019-10-01 58.0902603535447
2019-11-01 58.4347605675341
2019-12-01 58.6280882461986
2020-01-01 58.9507312950126
2020-02-01 59.2118124683109
2020-03-01 59.1637133661944
2020-04-01 53.0819033476019
2020-05-01 55.0018864939610
2020-06-01 56.5058267858565
2020-07-01 56.9529732431163
2020-08-01 58.3024837413349
2020-09-01 58.0071692864345
2020-10-01 58.6089828672952
2020-11-01 59.1567417288274
2020-12-01 58.8851154909474
2021-01-01 60.2341759744800
2021-02-01 60.0977934869489
2021-03-01 60.9471049608492
2021-04-01 60.4460486046588
2021-05-01 60.3844088302519
2021-06-01 60.5568095819854
2021-07-01 59.9428660229328
2021-08-01 60.1293883247211
2021-09-01 58.7843195887753
2021-10-01 59.2230950630468
2021-11-01 59.1724385936371
2021-12-01 58.4275142520488
2022-01-01 59.2619669302613
2022-02-01 59.2004052844888
2022-03-01 59.1152116096276
2022-04-01 59.5299327780097
2022-05-01 59.8833255426170
2022-06-01 59.4495954215439
2022-07-01 60.4872339071484
2022-08-01 61.0711806057926
2022-09-01 61.1674168076748
2022-10-01 61.2073248960844
2022-11-01 61.3793386311043
2022-12-01 61.3230974839776
2023-01-01 61.6123880449231
2023-02-01 61.6976867618568
2023-03-01 62.0748537895327
2023-04-01 62.3869989483606
2023-05-01 62.7801986201593
2023-06-01 63.1042108311653
2023-07-01 63.2589054507036
2023-08-01 63.6453514100516
2023-09-01 63.7517625500818
2023-10-01 63.8035399451552
2023-11-01 63.7790637791580
2023-12-01 64.0889591717500
2024-01-01 63.9756891339979
2024-02-01 64.3904378755016
2024-03-01 64.6133023680046
2024-04-01 64.4324655137716
2024-05-01 64.6970092057850
2024-06-01 64.6415654861333
2024-07-01 64.5864585892687
2024-08-01 64.7455721274502
2024-09-01 64.9560569018006
2024-10-01 65.1183594487879
2024-11-01 65.2974607019510
2024-12-01 65.3473704476947
2025-01-01 65.2192234063372
2025-02-01 65.4595601576887
2025-03-01 65.6512869989373
2025-04-01 65.7850965227133
2025-05-01 65.7184632795514
2025-06-01 65.8897649775185
2025-07-01 66.5128349216085
2025-08-01 66.2707878393362
2025-09-01 66.3682133513189
2025-10-01 66.5395684916485
2025-11-01 66.7957379753223
2025-12-01 67.2073039770909
2026-01-01 67.3502712268493
2026-02-01 67.6238757680913
2026-03-01 67.6968090926855
2026-04-01 67.9348505735587
2026-05-01 67.8448141563843

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