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 2026-05-01
Last Updated 2026-06-24 10:51 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 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 3.20002911261182
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 3.87873513012085
1997-02-01 3.85909373538355
1997-03-01 3.86801567887432
1997-04-01 3.88439005239933
1997-05-01 3.91062328555675
1997-06-01 3.97282945591711
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 4.22504188743542
1998-01-01 4.18637325828807
1998-02-01 4.25394782340524
1998-03-01 4.27159556376882
1998-04-01 4.27206492172560
1998-05-01 4.29878550564350
1998-06-01 4.27676110465561
1998-07-01 4.35339245884910
1998-08-01 4.41339666987008
1998-09-01 4.52259458256739
1998-10-01 4.41047577106142
1998-11-01 4.42555828968993
1998-12-01 4.31907848472510
1999-01-01 4.38694874131283
1999-02-01 4.44958135223154
1999-03-01 4.47131351100194
1999-04-01 4.56345271458243
1999-05-01 4.58401359839320
1999-06-01 4.58371409113125
1999-07-01 4.57391449852958
1999-08-01 4.52126086680174
1999-09-01 4.63030448646977
1999-10-01 4.60329669863657
1999-11-01 4.62448486746390
1999-12-01 4.70781149843486
2000-01-01 4.77905689004058
2000-02-01 4.84714757231098
2000-03-01 4.77149067394333
2000-04-01 4.96051825886426
2000-05-01 4.97484762281517
2000-06-01 5.09478217934972
2000-07-01 5.19831076918821
2000-08-01 5.03198556096697
2000-09-01 5.03181619948440
2000-10-01 5.09777826284495
2000-11-01 5.01485988340203
2000-12-01 5.09894156360227
2001-01-01 5.05925742843772
2001-02-01 5.04237517199677
2001-03-01 5.06756808040165
2001-04-01 5.06502178312627
2001-05-01 5.07499904773392
2001-06-01 5.11793975960007
2001-07-01 5.13103341923004
2001-08-01 5.23390303301623
2001-09-01 5.13035210781914
2001-10-01 5.08960015237662
2001-11-01 5.19316826274533
2001-12-01 5.18237706210210
2002-01-01 5.34076853859095
2002-02-01 5.34291554686368
2002-03-01 5.36600524350055
2002-04-01 5.36900341397474
2002-05-01 5.48675005367130
2002-06-01 5.44366916453998
2002-07-01 5.46556086355413
2002-08-01 5.52956957537045
2002-09-01 5.52497945424654
2002-10-01 5.58029054166115
2002-11-01 5.66687559696726
2002-12-01 5.66661834694441
2003-01-01 5.62766282120985
2003-02-01 5.64626248300145
2003-03-01 5.66345694062463
2003-04-01 5.67344833740956
2003-05-01 5.69245367001464
2003-06-01 5.76855422293227
2003-07-01 5.90427166343351
2003-08-01 5.92193295216545
2003-09-01 6.02313675878263
2003-10-01 6.06765283803185
2003-11-01 6.04068595638906
2003-12-01 6.04275681500665
2004-01-01 6.13039234059962
2004-02-01 6.25702740259819
2004-03-01 6.16125543807393
2004-04-01 6.17083439678374
2004-05-01 6.19676640302709
2004-06-01 6.18399604368339
2004-07-01 6.23247163085640
2004-08-01 6.31991580457152
2004-09-01 6.41945803358140
2004-10-01 6.35583088852104
2004-11-01 6.42950201510683
2004-12-01 6.42254755631571
2005-01-01 6.44104243093326
2005-02-01 6.46302237210162
2005-03-01 6.46184199621878
2005-04-01 6.56467863818898
2005-05-01 6.48925372407201
2005-06-01 6.59307193652541
2005-07-01 6.55099861692662
2005-08-01 6.61885840341663
2005-09-01 6.62410309446264
2005-10-01 6.64624285761008
2005-11-01 6.82835524035037
2005-12-01 6.80494006859925
2006-01-01 6.85890001232600
2006-02-01 6.86242033113914
2006-03-01 6.96006195971877
2006-04-01 6.95952799542082
2006-05-01 7.08313116365347
2006-06-01 7.09524740148150
2006-07-01 7.05609214573250
2006-08-01 7.01750395869461
2006-09-01 7.13301521629844
2006-10-01 7.24222841218165
2006-11-01 7.23009370122224
2006-12-01 7.29757451058633
2007-01-01 7.27615194533008
2007-02-01 7.25510105186620
2007-03-01 7.36037203989168
2007-04-01 7.35828479693136
2007-05-01 7.36856453249287
2007-06-01 7.39568239430334
2007-07-01 7.45873608962519
2007-08-01 7.31559376034649
2007-09-01 7.54364058423073
2007-10-01 7.53930071558102
2007-11-01 7.53267672987086
2007-12-01 7.59586678185371
2008-01-01 7.48949234180778
2008-02-01 7.64481555544671
2008-03-01 7.55713494355967
2008-04-01 7.66034936277818
2008-05-01 7.66196116213621
2008-06-01 7.60289088642927
2008-07-01 7.65823623551842
2008-08-01 7.61271008302082
2008-09-01 7.54267618037099
2008-10-01 7.53170057660076
2008-11-01 7.53627516605671
2008-12-01 7.50091066743448
2009-01-01 7.69812910800478
2009-02-01 7.63682509775425
2009-03-01 7.65915013140640
2009-04-01 7.56041497916298
2009-05-01 7.55552261833133
2009-06-01 7.71531006586006
2009-07-01 7.75892339686008
2009-08-01 7.80932357431212
2009-09-01 7.83660124733658
2009-10-01 7.92485855076332
2009-11-01 8.03556026214351
2009-12-01 8.00516928337144
2010-01-01 8.00052852429565
2010-02-01 8.03439168643688
2010-03-01 8.05685128403656
2010-04-01 8.16243850574391
2010-05-01 8.15928323030579
2010-06-01 8.23227088895123
2010-07-01 8.16190108366784
2010-08-01 8.20469891198250
2010-09-01 8.22584913127777
2010-10-01 8.21611818836793
2010-11-01 8.22777259320101
2010-12-01 8.30544341863333
2011-01-01 8.40043947519371
2011-02-01 8.44134671498703
2011-03-01 8.45793103365372
2011-04-01 8.46259570792988
2011-05-01 8.56241315459673
2011-06-01 8.44632702762391
2011-07-01 8.46769022807931
2011-08-01 8.50339173972658
2011-09-01 8.51838247626504
2011-10-01 8.50630415716785
2011-11-01 8.42159984194483
2011-12-01 8.39866051540690
2012-01-01 8.29667392886356
2012-02-01 8.34819794203626
2012-03-01 8.45506675796630
2012-04-01 8.36595170556147
2012-05-01 8.37032865499852
2012-06-01 8.36754158456049
2012-07-01 8.37048614330312
2012-08-01 8.29975535471175
2012-09-01 8.30838768793346
2012-10-01 8.29593966761017
2012-11-01 8.31597987108744
2012-12-01 8.29307571353110
2013-01-01 8.19658013917546
2013-02-01 8.15063331175830
2013-03-01 8.15476279433403
2013-04-01 8.26885154256842
2013-05-01 8.07873864696575
2013-06-01 8.08522260697504
2013-07-01 8.16581709465037
2013-08-01 8.19322989523845
2013-09-01 8.20710043803182
2013-10-01 8.19329062254936
2013-11-01 8.21131280923079
2013-12-01 8.18875454605113
2014-01-01 8.29494906765029
2014-02-01 8.24890175012112
2014-03-01 8.25164004604391
2014-04-01 8.27501918612901
2014-05-01 8.28731417365892
2014-06-01 8.29897945476505
2014-07-01 8.25873245278832
2014-08-01 8.28101339330137
2014-09-01 8.30774811920072
2014-10-01 8.39767583073940
2014-11-01 8.41072447828010
2014-12-01 8.49123904885882
2015-01-01 8.49050856040422
2015-02-01 8.54832062968200
2015-03-01 8.54739786910998
2015-04-01 8.57577369137524
2015-05-01 8.59125832144016
2015-06-01 8.60328544768555
2015-07-01 8.65435972266664
2015-08-01 8.67194849311168
2015-09-01 8.71209588760905
2015-10-01 8.70687651082866
2015-11-01 8.71677996179602
2015-12-01 8.69545442678699
2016-01-01 8.67921301681920
2016-02-01 8.74642411946173
2016-03-01 8.74345069743987
2016-04-01 8.67293588565063
2016-05-01 8.68892138335858
2016-06-01 8.71103494230384
2016-07-01 8.75269987331821
2016-08-01 8.76394752915399
2016-09-01 8.71487831456555
2016-10-01 8.71766831036686
2016-11-01 8.72706200348542
2016-12-01 8.80608207517114
2017-01-01 8.56100772304952
2017-02-01 8.63896894084984
2017-03-01 8.63500943691593
2017-04-01 8.67034671216985
2017-05-01 8.68713744002337
2017-06-01 8.72269552375809
2017-07-01 8.65404072673953
2017-08-01 8.66404234609181
2017-09-01 8.72031618213985
2017-10-01 8.62197718091349
2017-11-01 8.62921956417600
2017-12-01 8.71477295730949
2018-01-01 8.74174587349098
2018-02-01 8.73047273766748
2018-03-01 8.83119746835747
2018-04-01 8.86850564755853
2018-05-01 8.88629588748883
2018-06-01 8.93758826014195
2018-07-01 8.95755596344295
2018-08-01 8.96630922617198
2018-09-01 9.02184790352270
2018-10-01 9.02332009464296
2018-11-01 9.02986694533845
2018-12-01 9.02328153164359
2019-01-01 9.02387787337926
2019-02-01 9.01423470430371
2019-03-01 8.92868996502704
2019-04-01 9.06985797862633
2019-05-01 9.09097903809597
2019-06-01 9.05782587621744
2019-07-01 9.05960458264740
2019-08-01 9.07045590736963
2019-09-01 9.01728832796278
2019-10-01 9.01922739279012
2019-11-01 9.02699655864799
2019-12-01 9.02932377827340
2020-01-01 9.11713667201579
2020-02-01 9.09743340709505
2020-03-01 9.02885937652345
2020-04-01 8.37056861008895
2020-05-01 8.79816541026207
2020-06-01 8.87407934132291
2020-07-01 8.85850591090210
2020-08-01 8.87148160750850
2020-09-01 8.90961090309594
2020-10-01 9.01887638840427
2020-11-01 9.02969432416090
2020-12-01 9.13771046328456
2021-01-01 9.01662016738743
2021-02-01 8.87474488651945
2021-03-01 8.92115500432190
2021-04-01 9.07182974340373
2021-05-01 9.10884099321115
2021-06-01 9.29254456972912
2021-07-01 9.15735731406487
2021-08-01 9.16705116869415
2021-09-01 9.19759938593641
2021-10-01 9.22191978542103
2021-11-01 9.22969583255969
2021-12-01 9.24995985605686
2022-01-01 9.22271709989558
2022-02-01 9.26572745849034
2022-03-01 9.20995792631969
2022-04-01 9.26460085770663
2022-05-01 9.31170625996872
2022-06-01 9.30145037738529
2022-07-01 9.45910854911874
2022-08-01 9.46069629747852
2022-09-01 9.49048655800364
2022-10-01 9.42813077658533
2022-11-01 9.43787169804960
2022-12-01 9.46083650841211
2023-01-01 9.42988108846610
2023-02-01 9.46167439647030
2023-03-01 9.49644555232797
2023-04-01 9.25296448585353
2023-05-01 9.50751778902576
2023-06-01 9.60822989302691
2023-07-01 9.56154174918647
2023-08-01 9.55476311577923
2023-09-01 9.58556661991733
2023-10-01 9.63655201869023
2023-11-01 9.64581142799383
2023-12-01 9.67173024541224
2024-01-01 9.93709188015015
2024-02-01 9.86787365788481
2024-03-01 9.88329821109078
2024-04-01 9.83576340231158
2024-05-01 9.69599548376695
2024-06-01 9.80615825000977
2024-07-01 9.86714784000949
2024-08-01 9.95321614968844
2024-09-01 9.99108471200475
2024-10-01 9.94213712820081
2024-11-01 10.05675085979630
2024-12-01 9.98020516569218
2025-01-01 10.03824780032870
2025-02-01 9.96897013787187
2025-03-01 10.07197686047230
2025-04-01 10.02348718064100
2025-05-01 9.98403652428916
2025-06-01 9.90671962904231
2025-07-01 9.87473966639133
2025-08-01 9.85381235751153
2025-09-01 9.79659252540096
2025-10-01 9.84541267989564
2025-11-01 9.75931728892502
2025-12-01 9.78637436443553
2026-01-01 9.73678571624831
2026-02-01 9.77493736268580
2026-03-01 9.76543870850815
2026-04-01 9.81371952384831
2026-05-01 9.87358288751096

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