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 2026-06-01
Last Updated 2026-07-22 10:43 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 3.20002911261181
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 4.22504188743542
1998-01-01 4.18637325828807
1998-02-01 4.25394782340525
1998-03-01 4.27159556376882
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 4.38694874131291
1999-02-01 4.44958135223155
1999-03-01 4.47131351100194
1999-04-01 4.56345271458241
1999-05-01 4.58401359839318
1999-06-01 4.58371409113120
1999-07-01 4.57391449852956
1999-08-01 4.52126086680174
1999-09-01 4.63030448646977
1999-10-01 4.60329669863653
1999-11-01 4.62448486746399
1999-12-01 4.70781149843486
2000-01-01 4.77905689004072
2000-02-01 4.84714757231095
2000-03-01 4.77149067394326
2000-04-01 4.96051825886417
2000-05-01 4.97484762281509
2000-06-01 5.09478217934966
2000-07-01 5.19831076918827
2000-08-01 5.03198556096711
2000-09-01 5.03181619948456
2000-10-01 5.09777826284499
2000-11-01 5.01485988340217
2000-12-01 5.09894156360205
2001-01-01 5.05925742843760
2001-02-01 5.04237517199663
2001-03-01 5.06756808040129
2001-04-01 5.06502178312602
2001-05-01 5.07499904773390
2001-06-01 5.11793975960025
2001-07-01 5.13103341923041
2001-08-01 5.23390303301662
2001-09-01 5.13035210782090
2001-10-01 5.08960015237650
2001-11-01 5.19316826274497
2001-12-01 5.18237706210092
2002-01-01 5.34076853858985
2002-02-01 5.34291554686308
2002-03-01 5.36600524350012
2002-04-01 5.36900341397519
2002-05-01 5.48675005367252
2002-06-01 5.44366916454131
2002-07-01 5.46556086355414
2002-08-01 5.52956957536880
2002-09-01 5.52497945424729
2002-10-01 5.58029054165966
2002-11-01 5.66687559696696
2002-12-01 5.66661834694517
2003-01-01 5.62766282121198
2003-02-01 5.64626248300263
2003-03-01 5.66345694062217
2003-04-01 5.67344833740470
2003-05-01 5.69245367002917
2003-06-01 5.76855422292546
2003-07-01 5.90427166342589
2003-08-01 5.92193295217665
2003-09-01 6.02313675878100
2003-10-01 6.06765283802552
2003-11-01 6.04068595638158
2003-12-01 6.04275681500097
2004-01-01 6.13039234059984
2004-02-01 6.25702740260228
2004-03-01 6.16125543807761
2004-04-01 6.17083439678652
2004-05-01 6.19676640306762
2004-06-01 6.18399604367421
2004-07-01 6.23247163083506
2004-08-01 6.31991580462781
2004-09-01 6.41945803355673
2004-10-01 6.35583088847470
2004-11-01 6.42950201503301
2004-12-01 6.42254755622565
2005-01-01 6.44104243115206
2005-02-01 6.46302237205686
2005-03-01 6.46184199621609
2005-04-01 6.56467863821951
2005-05-01 6.48925372416280
2005-06-01 6.59307193648544
2005-07-01 6.55099861682332
2005-08-01 6.61885840344503
2005-09-01 6.62410309434749
2005-10-01 6.64624285749958
2005-11-01 6.82835524029221
2005-12-01 6.80494006928359
2006-01-01 6.85890001204737
2006-02-01 6.86242033107787
2006-03-01 6.96006195951587
2006-04-01 6.95952799603079
2006-05-01 7.08313116362476
2006-06-01 7.09524740097408
2006-07-01 7.05609214527440
2006-08-01 7.01750395858659
2006-09-01 7.13301521616435
2006-10-01 7.24222841218728
2006-11-01 7.23009370165809
2006-12-01 7.29757451234945
2007-01-01 7.27615194477706
2007-02-01 7.25510105181323
2007-03-01 7.36037203927812
2007-04-01 7.35828479777693
2007-05-01 7.36856453207371
2007-06-01 7.39568239326152
2007-07-01 7.45873608891768
2007-08-01 7.31559376013081
2007-09-01 7.54364058386753
2007-10-01 7.53930071476399
2007-11-01 7.53267672980415
2007-12-01 7.59586678448416
2008-01-01 7.48949234164512
2008-02-01 7.64481555808078
2008-03-01 7.55713494670599
2008-04-01 7.66034936861877
2008-05-01 7.66196114968679
2008-06-01 7.60289088732661
2008-07-01 7.65823623454054
2008-08-01 7.61271008056265
2008-09-01 7.54267617708378
2008-10-01 7.53170057300039
2008-11-01 7.53627516509568
2008-12-01 7.50091067221714
2009-01-01 7.69812911087253
2009-02-01 7.63682510919814
2009-03-01 7.65915014280066
2009-04-01 7.56041499221902
2009-05-01 7.55552259333471
2009-06-01 7.71531006563995
2009-07-01 7.75892339036041
2009-08-01 7.80932356414270
2009-09-01 7.83660123786091
2009-10-01 7.92485854185031
2009-11-01 8.03556025865959
2009-12-01 8.00516929183549
2010-01-01 8.00052852926611
2010-02-01 8.03439170096206
2010-03-01 8.05685129466392
2010-04-01 8.16243863389420
2010-05-01 8.15928314840394
2010-06-01 8.23227084537596
2010-07-01 8.16190108137694
2010-08-01 8.20469890021568
2010-09-01 8.22584911438188
2010-10-01 8.21611815880971
2010-11-01 8.22777255518301
2010-12-01 8.30544338367194
2011-01-01 8.40043960087237
2011-02-01 8.44134668774953
2011-03-01 8.45793101101889
2011-04-01 8.46259593569402
2011-05-01 8.56241303807279
2011-06-01 8.44632697616851
2011-07-01 8.46769029827794
2011-08-01 8.50339180199583
2011-09-01 8.51838249268866
2011-10-01 8.50630407643399
2011-11-01 8.42159966306137
2011-12-01 8.39866029153274
2012-01-01 8.29667404700407
2012-02-01 8.34819780153854
2012-03-01 8.45506672454482
2012-04-01 8.36595213932470
2012-05-01 8.37032866586547
2012-06-01 8.36754170700937
2012-07-01 8.37048645104286
2012-08-01 8.29975559563278
2012-09-01 8.30838774251367
2012-10-01 8.29593938958367
2012-11-01 8.31597927298663
2012-12-01 8.29307499197141
2013-01-01 8.19657996716961
2013-02-01 8.15063283836322
2013-03-01 8.15476260676751
2013-04-01 8.26885341854624
2013-05-01 8.07873872497729
2013-06-01 8.08522285631312
2013-07-01 8.16581764934881
2013-08-01 8.19323038148219
2013-09-01 8.20710071703022
2013-10-01 8.19329065247577
2013-11-01 8.21131264022386
2013-12-01 8.18875071333527
2014-01-01 8.29494627061179
2014-02-01 8.24890208442193
2014-03-01 8.25164092810115
2014-04-01 8.27502393542878
2014-05-01 8.28731610032177
2014-06-01 8.29897887905412
2014-07-01 8.25873494880208
2014-08-01 8.28101503923452
2014-09-01 8.30774418529413
2014-10-01 8.39767567628738
2014-11-01 8.41071901071991
2014-12-01 8.49123218257467
2015-01-01 8.49050449111625
2015-02-01 8.54832459552356
2015-03-01 8.54740344658635
2015-04-01 8.57578467752023
2015-05-01 8.59126446203920
2015-06-01 8.60328472387159
2015-07-01 8.65436297374057
2015-08-01 8.67194808708184
2015-09-01 8.71208351489126
2015-10-01 8.70687176416184
2015-11-01 8.71676579510058
2015-12-01 8.69544321572597
2016-01-01 8.67920931775708
2016-02-01 8.74643674216090
2016-03-01 8.74346074648667
2016-04-01 8.67295905634794
2016-05-01 8.68893781776869
2016-06-01 8.71103852335546
2016-07-01 8.75270662060012
2016-08-01 8.76394461391048
2016-09-01 8.71485477589687
2016-10-01 8.71765112067981
2016-11-01 8.72702087677100
2016-12-01 8.80603995012471
2017-01-01 8.56100476467079
2017-02-01 8.63903999494842
2017-03-01 8.63497142265846
2017-04-01 8.67045889559839
2017-05-01 8.68716449722856
2017-06-01 8.72268704198122
2017-07-01 8.65404083857496
2017-08-01 8.66403183310743
2017-09-01 8.72028105653351
2017-10-01 8.62195633705464
2017-11-01 8.62915430552346
2017-12-01 8.71467419413725
2018-01-01 8.74174098510254
2018-02-01 8.73061367645539
2018-03-01 8.83106711880556
2018-04-01 8.86870522446776
2018-05-01 8.88633137082735
2018-06-01 8.93766970187345
2018-07-01 8.95754624849283
2018-08-01 8.96628995773506
2018-09-01 9.02179916880415
2018-10-01 9.02328880896555
2018-11-01 9.02976202555669
2018-12-01 9.02310210938193
2019-01-01 9.02384082606707
2019-02-01 9.01441681183817
2019-03-01 8.92844980653134
2019-04-01 9.07011922930419
2019-05-01 9.09099252550779
2019-06-01 9.05824280965980
2019-07-01 9.05955358562418
2019-08-01 9.07040818408937
2019-09-01 9.01723099497266
2019-10-01 9.01919768336522
2019-11-01 9.02686013307071
2019-12-01 9.02905210037918
2020-01-01 9.11699857094783
2020-02-01 9.09751835831524
2020-03-01 9.02848761902946
2020-04-01 8.37095810630558
2020-05-01 8.79816756567228
2020-06-01 8.87490060572708
2020-07-01 8.85848575169750
2020-08-01 8.87144919132226
2020-09-01 8.90956490221930
2020-10-01 9.01884547997794
2020-11-01 9.02949950334355
2020-12-01 9.13708872915906
2021-01-01 9.01627094848455
2021-02-01 8.87476354755069
2021-03-01 8.92051981450744
2021-04-01 9.07232083501070
2021-05-01 9.11003277003585
2021-06-01 9.29369429061266
2021-07-01 9.15713325634376
2021-08-01 9.16671695919197
2021-09-01 9.19724943773145
2021-10-01 9.22162159344949
2021-11-01 9.22913314629074
2021-12-01 9.24913261691533
2022-01-01 9.22264783670295
2022-02-01 9.26615045990665
2022-03-01 9.20765252602360
2022-04-01 9.26627200736801
2022-05-01 9.31496614426710
2022-06-01 9.30308621385461
2022-07-01 9.45863677110319
2022-08-01 9.45967798738950
2022-09-01 9.48923795827677
2022-10-01 9.42692906180696
2022-11-01 9.43639364185064
2022-12-01 9.45937083481589
2023-01-01 9.42987025113487
2023-02-01 9.46265028061354
2023-03-01 9.49322557025156
2023-04-01 9.25727361076905
2023-05-01 9.51583143584369
2023-06-01 9.61139875382441
2023-07-01 9.55758531623088
2023-08-01 9.55126295677003
2023-09-01 9.58255182159969
2023-10-01 9.63404582048449
2023-11-01 9.64320161011233
2023-12-01 9.66978216462829
2024-01-01 9.93738594133694
2024-02-01 9.86972935547605
2024-03-01 9.88038259833042
2024-04-01 9.84481677214457
2024-05-01 9.71154908486844
2024-06-01 9.80702118794179
2024-07-01 9.85902018093516
2024-08-01 9.94686785909352
2024-09-01 9.98615457644733
2024-10-01 9.93835595408978
2024-11-01 10.05328626815600
2024-12-01 9.97761113937636
2025-01-01 10.03841404529880
2025-02-01 9.97148961611271
2025-03-01 10.07075659246910
2025-04-01 10.03715738048790
2025-05-01 10.00794533410600
2025-06-01 9.90505055577182
2025-07-01 9.86145306629919
2025-08-01 9.84423291021688
2025-09-01 9.78976675960861
2025-10-01 9.84057150579177
2025-11-01 9.75525574172919
2025-12-01 9.78379845604391
2026-01-01 9.73746146016660
2026-02-01 9.77838876988565
2026-03-01 9.76551364054486
2026-04-01 9.83170853196736
2026-05-01 9.90383471113909
2026-06-01 10.09935618562330

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