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 2026-07-01
Last Updated 2026-08-21 7:27 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 2.82543376634563
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 3.20002911261181
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 3.87873513012085
1997-02-01 3.85909373538355
1997-03-01 3.86801567887432
1997-04-01 3.88439005239933
1997-05-01 3.91062328555675
1997-06-01 3.97282945591710
1997-07-01 4.04099905087179
1997-08-01 4.10488731457996
1997-09-01 4.11847756281767
1997-10-01 4.21870722493591
1997-11-01 4.21803073031850
1997-12-01 4.22504188743543
1998-01-01 4.18637325828807
1998-02-01 4.25394782340525
1998-03-01 4.27159556376883
1998-04-01 4.27206492172561
1998-05-01 4.29878550564350
1998-06-01 4.27676110465558
1998-07-01 4.35339245884910
1998-08-01 4.41339666987007
1998-09-01 4.52259458256738
1998-10-01 4.41047577106140
1998-11-01 4.42555828968994
1998-12-01 4.31907848472511
1999-01-01 4.38694874131292
1999-02-01 4.44958135223155
1999-03-01 4.47131351100194
1999-04-01 4.56345271458241
1999-05-01 4.58401359839318
1999-06-01 4.58371409113119
1999-07-01 4.57391449852956
1999-08-01 4.52126086680174
1999-09-01 4.63030448646977
1999-10-01 4.60329669863653
1999-11-01 4.62448486746400
1999-12-01 4.70781149843486
2000-01-01 4.77905689004073
2000-02-01 4.84714757231095
2000-03-01 4.77149067394326
2000-04-01 4.96051825886417
2000-05-01 4.97484762281508
2000-06-01 5.09478217934965
2000-07-01 5.19831076918827
2000-08-01 5.03198556096711
2000-09-01 5.03181619948457
2000-10-01 5.09777826284500
2000-11-01 5.01485988340218
2000-12-01 5.09894156360204
2001-01-01 5.05925742843760
2001-02-01 5.04237517199662
2001-03-01 5.06756808040126
2001-04-01 5.06502178312599
2001-05-01 5.07499904773388
2001-06-01 5.11793975960024
2001-07-01 5.13103341923043
2001-08-01 5.23390303301664
2001-09-01 5.13035210782105
2001-10-01 5.08960015237653
2001-11-01 5.19316826274499
2001-12-01 5.18237706210090
2002-01-01 5.34076853858979
2002-02-01 5.34291554686295
2002-03-01 5.36600524349990
2002-04-01 5.36900341397497
2002-05-01 5.48675005367239
2002-06-01 5.44366916454135
2002-07-01 5.46556086355445
2002-08-01 5.52956957536931
2002-09-01 5.52497945424805
2002-10-01 5.58029054166000
2002-11-01 5.66687559696695
2002-12-01 5.66661834694478
2003-01-01 5.62766282121131
2003-02-01 5.64626248300172
2003-03-01 5.66345694062110
2003-04-01 5.67344833740377
2003-05-01 5.69245367002930
2003-06-01 5.76855422292536
2003-07-01 5.90427166342672
2003-08-01 5.92193295217961
2003-09-01 6.02313675878320
2003-10-01 6.06765283802680
2003-11-01 6.04068595638199
2003-12-01 6.04275681500034
2004-01-01 6.13039234059821
2004-02-01 6.25702740259963
2004-03-01 6.16125543807421
2004-04-01 6.17083439678304
2004-05-01 6.19676640306584
2004-06-01 6.18399604367168
2004-07-01 6.23247163083558
2004-08-01 6.31991580463696
2004-09-01 6.41945803356321
2004-10-01 6.35583088848177
2004-11-01 6.42950201504051
2004-12-01 6.42254755623234
2005-01-01 6.44104243112666
2005-02-01 6.46302237205708
2005-03-01 6.46184199621182
2005-04-01 6.56467863821195
2005-05-01 6.48925372415527
2005-06-01 6.59307193647564
2005-07-01 6.55099861681944
2005-08-01 6.61885840345866
2005-09-01 6.62410309435958
2005-10-01 6.64624285751874
2005-11-01 6.82835524032224
2005-12-01 6.80494006932004
2006-01-01 6.85890001196835
2006-02-01 6.86242033110453
2006-03-01 6.96006195953105
2006-04-01 6.95952799600798
2006-05-01 7.08313116352744
2006-06-01 7.09524740096431
2006-07-01 7.05609214527172
2006-08-01 7.01750395860780
2006-09-01 7.13301521618801
2006-10-01 7.24222841222545
2006-11-01 7.23009370178179
2006-12-01 7.29757451242123
2007-01-01 7.27615194464916
2007-02-01 7.25510105186563
2007-03-01 7.36037203930304
2007-04-01 7.35828479771620
2007-05-01 7.36856453184902
2007-06-01 7.39568239319766
2007-07-01 7.45873608885034
2007-08-01 7.31559376009762
2007-09-01 7.54364058387802
2007-10-01 7.53930071486770
2007-11-01 7.53267673017028
2007-12-01 7.59586678481721
2008-01-01 7.48949234170491
2008-02-01 7.64481555826148
2008-03-01 7.55713494669346
2008-04-01 7.66034936834374
2008-05-01 7.66196114848310
2008-06-01 7.60289088702341
2008-07-01 7.65823623438306
2008-08-01 7.61271008063588
2008-09-01 7.54267617738361
2008-10-01 7.53170057355854
2008-11-01 7.53627516608871
2008-12-01 7.50091067315104
2009-01-01 7.69812911112555
2009-02-01 7.63682510952188
2009-03-01 7.65915014205057
2009-04-01 7.56041499132585
2009-05-01 7.55552259078066
2009-06-01 7.71531006477908
2009-07-01 7.75892339010734
2009-08-01 7.80932356460492
2009-09-01 7.83660123880086
2009-10-01 7.92485854314229
2009-11-01 8.03556026042125
2009-12-01 8.00516929360552
2010-01-01 8.00052853029927
2010-02-01 8.03439170267493
2010-03-01 8.05685129543704
2010-04-01 8.16243862858006
2010-05-01 8.15928314178548
2010-06-01 8.23227084017886
2010-07-01 8.16190108311625
2010-08-01 8.20469890268621
2010-09-01 8.22584911745144
2010-10-01 8.21611816314985
2010-11-01 8.22777256101404
2010-12-01 8.30544338990456
2011-01-01 8.40043959294939
2011-02-01 8.44134669223665
2011-03-01 8.45793101280231
2011-04-01 8.46259592410649
2011-05-01 8.56241302601626
2011-06-01 8.44632696574156
2011-07-01 8.46769030278797
2011-08-01 8.50339180880141
2011-09-01 8.51838250105337
2011-10-01 8.50630408698139
2011-11-01 8.42159967477261
2011-12-01 8.39866030136389
2012-01-01 8.29667402625576
2012-02-01 8.34819780259564
2012-03-01 8.45506672214150
2012-04-01 8.36595211895321
2012-05-01 8.37032865144694
2012-06-01 8.36754169937825
2012-07-01 8.37048646777002
2012-08-01 8.29975561291870
2012-09-01 8.30838775526365
2012-10-01 8.29593940056987
2012-11-01 8.31597928274649
2012-12-01 8.29307499712486
2013-01-01 8.19657993178844
2013-02-01 8.15063284515290
2013-03-01 8.15476262098857
2013-04-01 8.26885330271831
2013-05-01 8.07873874641566
2013-06-01 8.08522288676664
2013-07-01 8.16581769913452
2013-08-01 8.19323041785327
2013-09-01 8.20710073216053
2013-10-01 8.19329065212049
2013-11-01 8.21131263237131
2013-12-01 8.18875066506303
2014-01-01 8.29494618925985
2014-02-01 8.24890210316767
2014-03-01 8.25164098460697
2014-04-01 8.27502376420751
2014-05-01 8.28731621112041
2014-06-01 8.29897911990236
2014-07-01 8.25873504184069
2014-08-01 8.28101503841276
2014-09-01 8.30774402411051
2014-10-01 8.39767556467808
2014-11-01 8.41071849930516
2014-12-01 8.49123214670199
2015-01-01 8.49050455304182
2015-02-01 8.54832490904411
2015-03-01 8.54740385946882
2015-04-01 8.57578473194690
2015-05-01 8.59126481946859
2015-06-01 8.60328514794328
2015-07-01 8.65436287995889
2015-08-01 8.67194762210177
2015-09-01 8.71208266487805
2015-10-01 8.70687109835743
2015-11-01 8.71676458369981
2015-12-01 8.69544335799243
2016-01-01 8.67921004266737
2016-02-01 8.74643803874412
2016-03-01 8.74346197884835
2016-04-01 8.67295986688363
2016-05-01 8.68893852805697
2016-06-01 8.71103897696653
2016-07-01 8.75270599558061
2016-08-01 8.76394305290109
2016-09-01 8.71485247880121
2016-10-01 8.71764906189709
2016-11-01 8.72701773882186
2016-12-01 8.80603866549337
2017-01-01 8.56100765061201
2017-02-01 8.63904940117199
2017-03-01 8.63497071557440
2017-04-01 8.67046240733776
2017-05-01 8.68716486979604
2017-06-01 8.72268552923923
2017-07-01 8.65403821773209
2017-08-01 8.66402832016634
2017-09-01 8.72027666996355
2017-10-01 8.62195106911994
2017-11-01 8.62914865441128
2017-12-01 8.71467638011216
2018-01-01 8.74174536344471
2018-02-01 8.73063424054403
2018-03-01 8.83106651199321
2018-04-01 8.86871182503935
2018-05-01 8.88633114738535
2018-06-01 8.93766133026665
2018-07-01 8.95753928837415
2018-08-01 8.96628184173770
2018-09-01 9.02179099335473
2018-10-01 9.02328040746638
2018-11-01 9.02975565250934
2018-12-01 9.02311087801418
2019-01-01 9.02385030260801
2019-02-01 9.01445176673769
2019-03-01 8.92845239791826
2019-04-01 9.07013159705873
2019-05-01 9.09099398695559
2019-06-01 9.05821043277597
2019-07-01 9.05954092423671
2019-08-01 9.07039258541945
2019-09-01 9.01721644093123
2019-10-01 9.01918591601162
2019-11-01 9.02685731186316
2019-12-01 9.02907424810265
2020-01-01 9.11701749854900
2020-02-01 9.09756565101047
2020-03-01 9.02849971380755
2020-04-01 8.37097867805403
2020-05-01 8.79817478284764
2020-06-01 8.87484695754831
2020-07-01 8.85846464145535
2020-08-01 8.87141696215861
2020-09-01 8.90952356668647
2020-10-01 9.01879758930412
2020-11-01 9.02945300774947
2020-12-01 9.13723096577171
2021-01-01 9.01630091946902
2021-02-01 8.87483966737015
2021-03-01 8.92051750977247
2021-04-01 9.07233456836032
2021-05-01 9.11008644843241
2021-06-01 9.29365348103181
2021-07-01 9.15707949988299
2021-08-01 9.16664149693403
2021-09-01 9.19715303272843
2021-10-01 9.22150943094758
2021-11-01 9.22903007109400
2021-12-01 9.24938276306430
2022-01-01 9.22268750982982
2022-02-01 9.26626995558725
2022-03-01 9.20774436908616
2022-04-01 9.26631250209934
2022-05-01 9.31508844915412
2022-06-01 9.30307091696987
2022-07-01 9.45850141945295
2022-08-01 9.45947562152746
2022-09-01 9.48899968100723
2022-10-01 9.42669442441909
2022-11-01 9.43621569451848
2022-12-01 9.45974440134713
2023-01-01 9.42997904728488
2023-02-01 9.46289543513745
2023-03-01 9.49350628748343
2023-04-01 9.25745893872907
2023-05-01 9.51619105163850
2023-06-01 9.61148484023284
2023-07-01 9.55688893390710
2023-08-01 9.55069112382133
2023-09-01 9.58202014012103
2023-10-01 9.63366182864718
2023-11-01 9.64305736236385
2023-12-01 9.67032272699471
2024-01-01 9.93777358736167
2024-02-01 9.87028694393695
2024-03-01 9.88101127055113
2024-04-01 9.84527593378424
2024-05-01 9.71229875358206
2024-06-01 9.80752471830012
2024-07-01 9.85678052628185
2024-08-01 9.94584924082006
2024-09-01 9.98528621391682
2024-10-01 9.93782127966325
2024-11-01 10.05321152220900
2024-12-01 9.97844816604304
2025-01-01 10.03917617994880
2025-02-01 9.97241849169860
2025-03-01 10.07169429445400
2025-04-01 10.03790950817160
2025-05-01 10.00915991727720
2025-06-01 9.90607634081760
2025-07-01 9.85736726572919
2025-08-01 9.84276160926014
2025-09-01 9.78859134102002
2025-10-01 9.83993516995568
2025-11-01 9.75531653148664
2025-12-01 9.78488366900645
2026-01-01 9.73867513706000
2026-02-01 9.77979315831493
2026-03-01 9.76688616909298
2026-04-01 9.83282996416004
2026-05-01 9.90552957871411
2026-06-01 10.10103024072190
2026-07-01 10.05912800001200

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