Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lake Havasu City-Kingman, AZ (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lake Havasu City-Kingman, AZ (MSA)
Series ID SMU04294206500000001SA
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 2026-04-01
Last Updated 2026-05-26 2:37 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 1.98274271890268
1990-02-01 1.95266090740838
1990-03-01 1.97795922115536
1990-04-01 2.15104032567749
1990-05-01 2.13248645670235
1990-06-01 2.06330910478777
1990-07-01 2.10625697860861
1990-08-01 2.11118995149633
1990-09-01 2.10317498252243
1990-10-01 2.09702951659479
1990-11-01 2.10549055262923
1990-12-01 2.21520467913123
1991-01-01 2.28417865756775
1991-02-01 2.36001325354529
1991-03-01 2.47786143208682
1991-04-01 2.34436158616733
1991-05-01 2.32995742919539
1991-06-01 2.25874864461233
1991-07-01 2.40955339247988
1991-08-01 2.40998607027774
1991-09-01 2.50412656382142
1991-10-01 2.50020150378872
1991-11-01 2.50493794831583
1991-12-01 2.51962510756959
1992-01-01 2.48480703848528
1992-02-01 2.56586757311654
1992-03-01 2.57625873161076
1992-04-01 2.53483072849360
1992-05-01 2.52915301526961
1992-06-01 2.64922146309726
1992-07-01 2.71478300001300
1992-08-01 2.71134024282335
1992-09-01 2.70540840270227
1992-10-01 2.80694275128471
1992-11-01 2.80140223290791
1992-12-01 2.82728060416123
1993-01-01 2.68289463837171
1993-02-01 2.77143190303419
1993-03-01 2.77156104374877
1993-04-01 2.82543376634564
1993-05-01 2.82775401117871
1993-06-01 2.84289026413366
1993-07-01 2.81830916880289
1993-08-01 2.91066164497533
1993-09-01 2.91056076565188
1993-10-01 2.91692500313700
1993-11-01 2.99981157020418
1993-12-01 2.93219327832273
1994-01-01 2.97468762243097
1994-02-01 2.97393495346040
1994-03-01 3.07005659019002
1994-04-01 3.11528266287023
1994-05-01 3.12786199613889
1994-06-01 3.14238320498662
1994-07-01 3.12485973892123
1994-08-01 3.10684960469885
1994-09-01 3.11339060574854
1994-10-01 3.12506557267659
1994-11-01 3.09677495606999
1994-12-01 3.13715830075699
1995-01-01 3.16989956739800
1995-02-01 3.17435428398449
1995-03-01 3.16717707263277
1995-04-01 3.20593476571483
1995-05-01 3.22469553031991
1995-06-01 3.25237924477332
1995-07-01 3.22887836224253
1995-08-01 3.20002911261182
1995-09-01 3.31718039093575
1995-10-01 3.22838526091870
1995-11-01 3.20041115451044
1995-12-01 3.33650304073527
1996-01-01 3.47068367777819
1996-02-01 3.46852303994522
1996-03-01 3.56858210977574
1996-04-01 3.49493319202740
1996-05-01 3.51869932283032
1996-06-01 3.56327107874619
1996-07-01 3.73451819322505
1996-08-01 3.70074409525310
1996-09-01 3.71542658683059
1996-10-01 3.72702175973767
1996-11-01 3.80728582252442
1996-12-01 3.83427411937428
1997-01-01 3.87873513012084
1997-02-01 3.85909373538355
1997-03-01 3.86801567887432
1997-04-01 3.88439005239932
1997-05-01 3.91062328555674
1997-06-01 3.97282945591713
1997-07-01 4.04099905087179
1997-08-01 4.10488731457997
1997-09-01 4.11847756281768
1997-10-01 4.21870722493592
1997-11-01 4.21803073031849
1997-12-01 4.22504188743541
1998-01-01 4.18637325828805
1998-02-01 4.25394782340523
1998-03-01 4.27159556376881
1998-04-01 4.27206492172560
1998-05-01 4.29878550564349
1998-06-01 4.27676110465565
1998-07-01 4.35339245884912
1998-08-01 4.41339666987009
1998-09-01 4.52259458256740
1998-10-01 4.41047577106146
1998-11-01 4.42555828968991
1998-12-01 4.31907848472507
1999-01-01 4.38694874131268
1999-02-01 4.44958135223153
1999-03-01 4.47131351100196
1999-04-01 4.56345271458248
1999-05-01 4.58401359839326
1999-06-01 4.58371409113136
1999-07-01 4.57391449852959
1999-08-01 4.52126086680172
1999-09-01 4.63030448646973
1999-10-01 4.60329669863659
1999-11-01 4.62448486746369
1999-12-01 4.70781149843482
2000-01-01 4.77905689004034
2000-02-01 4.84714757231104
2000-03-01 4.77149067394350
2000-04-01 4.96051825886453
2000-05-01 4.97484762281544
2000-06-01 5.09478217934992
2000-07-01 5.19831076918814
2000-08-01 5.03198556096666
2000-09-01 5.03181619948395
2000-10-01 5.09777826284458
2000-11-01 5.01485988340147
2000-12-01 5.09894156360236
2001-01-01 5.05925742843782
2001-02-01 5.04237517199724
2001-03-01 5.06756808040291
2001-04-01 5.06502178312755
2001-05-01 5.07499904773469
2001-06-01 5.11793975960017
2001-07-01 5.13103341922942
2001-08-01 5.23390303301520
2001-09-01 5.13035210781344
2001-10-01 5.08960015237602
2001-11-01 5.19316826274517
2001-12-01 5.18237706210361
2002-01-01 5.34076853859291
2002-02-01 5.34291554686597
2002-03-01 5.36600524350366
2002-04-01 5.36900341397674
2002-05-01 5.48675005367124
2002-06-01 5.44366916453825
2002-07-01 5.46556086355327
2002-08-01 5.52956957537146
2002-09-01 5.52497945423899
2002-10-01 5.58029054166163
2002-11-01 5.66687559696560
2002-12-01 5.66661834694161
2003-01-01 5.62766282120575
2003-02-01 5.64626248300228
2003-03-01 5.66345694063510
2003-04-01 5.67344833742541
2003-05-01 5.69245367000611
2003-06-01 5.76855422294809
2003-07-01 5.90427166344625
2003-08-01 5.92193295210551
2003-09-01 6.02313675877404
2003-10-01 6.06765283803919
2003-11-01 6.04068595640216
2003-12-01 6.04275681502206
2004-01-01 6.13039234060889
2004-02-01 6.25702740260542
2004-03-01 6.16125543808405
2004-04-01 6.17083439679291
2004-05-01 6.19676640298632
2004-06-01 6.18399604370262
2004-07-01 6.23247163088661
2004-08-01 6.31991580435924
2004-09-01 6.41945803360257
2004-10-01 6.35583088859632
2004-11-01 6.42950201525000
2004-12-01 6.42254755651046
2005-01-01 6.44104243056046
2005-02-01 6.46302237223817
2005-03-01 6.46184199627330
2005-04-01 6.56467863816547
2005-05-01 6.48925372394935
2005-06-01 6.59307193657322
2005-07-01 6.55099861704071
2005-08-01 6.61885840310786
2005-09-01 6.62410309457023
2005-10-01 6.64624285774974
2005-11-01 6.82835524049009
2005-12-01 6.80494006752091
2006-01-01 6.85890001342203
2006-02-01 6.86242033135514
2006-03-01 6.96006196007979
2006-04-01 6.95952799436566
2006-05-01 7.08313116330337
2006-06-01 7.09524740210184
2006-07-01 7.05609214623292
2006-08-01 7.01750395843474
2006-09-01 7.13301521641996
2006-10-01 7.24222841226688
2006-11-01 7.23009370073659
2006-12-01 7.29757450814209
2007-01-01 7.27615194790140
2007-02-01 7.25510105230459
2007-03-01 7.36037204081111
2007-04-01 7.35828479503612
2007-05-01 7.36856453178874
2007-06-01 7.39568239500976
2007-07-01 7.45873608988640
2007-08-01 7.31559375992834
2007-09-01 7.54364058481357
2007-10-01 7.53930071759774
2007-11-01 7.53267673125452
2007-12-01 7.59586677932081
2008-01-01 7.48949234547131
2008-02-01 7.64481555238148
2008-03-01 7.55713493926455
2008-04-01 7.66034935381398
2008-05-01 7.66196117158068
2008-06-01 7.60289088473509
2008-07-01 7.65823623584085
2008-08-01 7.61271008488843
2008-09-01 7.54267618445512
2008-10-01 7.53170058353920
2008-11-01 7.53627517116867
2008-12-01 7.50091066515234
2009-01-01 7.69812911601845
2009-02-01 7.63682508302305
2009-03-01 7.65915011076026
2009-04-01 7.56041495852081
2009-05-01 7.55552263715810
2009-06-01 7.71531006453722
2009-07-01 7.75892340284192
2009-08-01 7.80932358377510
2009-09-01 7.83660125632969
2009-10-01 7.92485856584742
2009-11-01 8.03556027760467
2009-12-01 8.00516928598912
2010-01-01 8.00052854874262
2010-02-01 8.03439168178242
2010-03-01 8.05685127286715
2010-04-01 8.16243824468831
2010-05-01 8.15928333676957
2010-06-01 8.23227097705652
2010-07-01 8.16190107061843
2010-08-01 8.20469890894897
2010-09-01 8.22584914313705
2010-10-01 8.21611823700404
2010-11-01 8.22777266958848
2010-12-01 8.30544349059672
2011-01-01 8.40043947659712
2011-02-01 8.44134673334682
2011-03-01 8.45793100767909
2011-04-01 8.46259515694153
2011-05-01 8.56241327378141
2011-06-01 8.44632715157572
2011-07-01 8.46769016232428
2011-08-01 8.50339172760281
2011-09-01 8.51838254313535
2011-10-01 8.50630435278796
2011-11-01 8.42160012856728
2011-12-01 8.39866076365158
2012-01-01 8.29667390152869
2012-02-01 8.34819788143857
2012-03-01 8.45506654342635
2012-04-01 8.36595068753100
2012-05-01 8.37032868506215
2012-06-01 8.36754174713665
2012-07-01 8.37048610602553
2012-08-01 8.29975543740882
2012-09-01 8.30838787830833
2012-10-01 8.29594010690733
2012-11-01 8.31598050850142
2012-12-01 8.29307622501218
2013-01-01 8.19658020802848
2013-02-01 8.15063343517746
2013-03-01 8.15476286271294
2013-04-01 8.26884709033452
2013-05-01 8.07873936327983
2013-06-01 8.08522355705769
2013-07-01 8.16581768742100
2013-08-01 8.19323028818082
2013-09-01 8.20710042477226
2013-10-01 8.19329024857230
2013-11-01 8.21131224210851
2013-12-01 8.18875591947351
2014-01-01 8.29495034698002
2014-02-01 8.24890266705059
2014-03-01 8.25164287167232
2014-04-01 8.27501462382318
2014-05-01 8.28731768074130
2014-06-01 8.29898996477081
2014-07-01 8.25872550664812
2014-08-01 8.28099883671711
2014-09-01 8.30773588063091
2014-10-01 8.39766278811108
2014-11-01 8.41072361926653
2014-12-01 8.49125497543260
2015-01-01 8.49053328173077
2015-02-01 8.54834459674591
2015-03-01 8.54741793420887
2015-04-01 8.57576977242571
2015-05-01 8.59125112646025
2015-06-01 8.60328395893956
2015-07-01 8.65432080167763
2015-08-01 8.67189568172999
2015-09-01 8.71205463905783
2015-10-01 8.70684823371277
2015-11-01 8.71679548175154
2015-12-01 8.69551727236799
2016-01-01 8.67929793517375
2016-02-01 8.74649787739711
2016-03-01 8.74351293226592
2016-04-01 8.67292022475672
2016-05-01 8.68887416708563
2016-06-01 8.71099775895417
2016-07-01 8.75261260212340
2016-08-01 8.76383538804896
2016-09-01 8.71478265588408
2016-10-01 8.71758092153105
2016-11-01 8.72700044889361
2016-12-01 8.80603657488322
2017-01-01 8.56158307008601
2017-02-01 8.63946753689889
2017-03-01 8.63498101757549
2017-04-01 8.67003625426017
2017-05-01 8.68695162810910
2017-06-01 8.72257398957057
2017-07-01 8.65385362934524
2017-08-01 8.66380635232976
2017-09-01 8.72007914097400
2017-10-01 8.62234650531615
2017-11-01 8.62900586244658
2017-12-01 8.71455856041630
2018-01-01 8.74280720786320
2018-02-01 8.73138100427714
2018-03-01 8.83102925391589
2018-04-01 8.86787339908715
2018-05-01 8.88593307589211
2018-06-01 8.93739507044019
2018-07-01 8.95725456581106
2018-08-01 8.96596994491838
2018-09-01 9.02151236368417
2018-10-01 9.02418758814727
2018-11-01 9.02951294765096
2018-12-01 9.02288140140240
2019-01-01 9.02539294369815
2019-02-01 9.01552023860837
2019-03-01 8.92836542720404
2019-04-01 9.06895971070971
2019-05-01 9.09054261804289
2019-06-01 9.05713989648233
2019-07-01 9.05932240459832
2019-08-01 9.07014963303528
2019-09-01 9.01697214215666
2019-10-01 9.02071294010217
2019-11-01 9.02663687397423
2019-12-01 9.02887075864605
2020-01-01 9.11861381272499
2020-02-01 9.09867088633293
2020-03-01 9.02849901150284
2020-04-01 8.36930157681925
2020-05-01 8.79783193838776
2020-06-01 8.87304983414071
2020-07-01 8.85843438108856
2020-08-01 8.87143492081393
2020-09-01 8.90960153698722
2020-10-01 9.02068855132273
2020-11-01 9.02954753818507
2020-12-01 9.13682533655167
2021-01-01 9.01782905393214
2021-02-01 8.87568340256307
2021-03-01 8.92022935083740
2021-04-01 9.06985634953514
2021-05-01 9.10962050454505
2021-06-01 9.29153004825161
2021-07-01 9.15751631178620
2021-08-01 9.16735051386827
2021-09-01 9.19803212125205
2021-10-01 9.22419019323658
2021-11-01 9.23007159428522
2021-12-01 9.24875644989120
2022-01-01 9.22318903765668
2022-02-01 9.26583433172355
2022-03-01 9.20618862832534
2022-04-01 9.26255756846252
2022-05-01 9.31416293319119
2022-06-01 9.30153469964073
2022-07-01 9.46000217922051
2022-08-01 9.46178523290881
2022-09-01 9.49169866770870
2022-10-01 9.43052374099895
2022-11-01 9.43890502670816
2022-12-01 9.45920752707197
2023-01-01 9.42918216454262
2023-02-01 9.46003861280492
2023-03-01 9.48824352722991
2023-04-01 9.24880712179640
2023-05-01 9.51502195198039
2023-06-01 9.61054720499036
2023-07-01 9.56376895289918
2023-08-01 9.55683139554695
2023-09-01 9.58746869642419
2023-10-01 9.63872487179349
2023-11-01 9.64699190047972
2023-12-01 9.66956814399796
2024-01-01 9.93473098044224
2024-02-01 9.86393903976314
2024-03-01 9.87030356194531
2024-04-01 9.82877526593192
2024-05-01 9.71047213730269
2024-06-01 9.81131156618279
2024-07-01 9.87087227468187
2024-08-01 9.95621213014585
2024-09-01 9.99349828781588
2024-10-01 9.94384600712704
2024-11-01 10.05764867438390
2024-12-01 9.97707593805644
2025-01-01 10.03435402303970
2025-02-01 9.96274412957863
2025-03-01 10.05506134163060
2025-04-01 10.01248234867740
2025-05-01 10.00718811336390
2025-06-01 9.91450990691199
2025-07-01 9.87951906906779
2025-08-01 9.85724393249283
2025-09-01 9.79903011908175
2025-10-01 9.84673665645695
2025-11-01 9.75952861994015
2025-12-01 9.78241797945966
2026-01-01 9.73160888932259
2026-02-01 9.76701120009318
2026-03-01 9.74532595154214
2026-04-01 9.80059461067494

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