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 2025-12-01
Last Updated 2026-01-28 3:42 AM CST
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 3.56858210977573
1996-04-01 3.49493319202739
1996-05-01 3.51869932283031
1996-06-01 3.56327107874618
1996-07-01 3.73451819322505
1996-08-01 3.70074409525311
1996-09-01 3.71542658683061
1996-10-01 3.72702175973769
1996-11-01 3.80728582252443
1996-12-01 3.83427411937428
1997-01-01 3.87873513012084
1997-02-01 3.85909373538353
1997-03-01 3.86801567887429
1997-04-01 3.88439005239930
1997-05-01 3.91062328555672
1997-06-01 3.97282945591711
1997-07-01 4.04099905087181
1997-08-01 4.10488731458003
1997-09-01 4.11847756281775
1997-10-01 4.21870722493597
1997-11-01 4.21803073031852
1997-12-01 4.22504188743541
1998-01-01 4.18637325828803
1998-02-01 4.25394782340519
1998-03-01 4.27159556376871
1998-04-01 4.27206492172531
1998-05-01 4.29878550564286
1998-06-01 4.27676110465458
1998-07-01 4.35339245884789
1998-08-01 4.41339666986920
1998-09-01 4.52259458256801
1998-10-01 4.41047577106561
1998-11-01 4.42555828969692
1998-12-01 4.31907848473348
1999-01-01 4.38694874131805
1999-02-01 4.44958135223158
1999-03-01 4.47131351098922
1999-04-01 4.56345271455876
1999-05-01 4.58401359836811
1999-06-01 4.58371409111617
1999-07-01 4.57391449853202
1999-08-01 4.52126086682213
1999-09-01 4.63030448650301
1999-10-01 4.60329669867614
1999-11-01 4.62448486749784
1999-12-01 4.70781149845447
2000-01-01 4.77905689003348
2000-02-01 4.84714757227676
2000-03-01 4.77149067387005
2000-04-01 4.96051825877535
2000-05-01 4.97484762276433
2000-06-01 5.09478217940220
2000-07-01 5.19831076936127
2000-08-01 5.03198556118183
2000-09-01 5.03181619959072
2000-10-01 5.09777826272310
2000-11-01 5.01485988296203
2000-12-01 5.09894156299702
2001-01-01 5.05925742798361
2001-02-01 5.04237517217249
2001-03-01 5.06756808121184
2001-04-01 5.06502178421619
2001-05-01 5.07499904863913
2001-06-01 5.11793975992545
2001-07-01 5.13103341884792
2001-08-01 5.23390303201188
2001-09-01 5.13035210824560
2001-10-01 5.08960015079933
2001-11-01 5.19316826100568
2001-12-01 5.18237706054076
2002-01-01 5.34076853765425
2002-02-01 5.34291554758684
2002-03-01 5.36600524583653
2002-04-01 5.36900341702403
2002-05-01 5.48675005607145
2002-06-01 5.44366916538629
2002-07-01 5.46556086367877
2002-08-01 5.52956957519864
2002-09-01 5.52497945726314
2002-10-01 5.58029053998516
2002-11-01 5.66687559378031
2002-12-01 5.66661834022673
2003-01-01 5.62766281389663
2003-02-01 5.64626247871651
2003-03-01 5.66345694010202
2003-04-01 5.67344833830979
2003-05-01 5.69245370451957
2003-06-01 5.76855422104834
2003-07-01 5.90427166385993
2003-08-01 5.92193288709596
2003-09-01 6.02313677671481
2003-10-01 6.06765285681636
2003-11-01 6.04068598662435
2003-12-01 6.04275684611867
2004-01-01 6.13039236234930
2004-02-01 6.25702740314358
2004-03-01 6.16125541063468
2004-04-01 6.17083434245310
2004-05-01 6.19676639604129
2004-06-01 6.18399596119528
2004-07-01 6.23247158241239
2004-08-01 6.31991568273838
2004-09-01 6.41945811419504
2004-10-01 6.35583103036051
2004-11-01 6.42950223262630
2004-12-01 6.42254780182622
2005-01-01 6.44104227868560
2005-02-01 6.46302245988301
2005-03-01 6.46184193078588
2005-04-01 6.56467843709414
2005-05-01 6.48925353405134
2005-06-01 6.59307161784117
2005-07-01 6.55099838638494
2005-08-01 6.61885814836127
2005-09-01 6.62410322161404
2005-10-01 6.64624318540225
2005-11-01 6.82835589094280
2005-12-01 6.80494117455349
2006-01-01 6.85889969215899
2006-02-01 6.86242096029402
2006-03-01 6.96006230618061
2006-04-01 6.95952715723727
2006-05-01 7.08312829866815
2006-06-01 7.09524715390499
2006-07-01 7.05609201394948
2006-08-01 7.01750386895531
2006-09-01 7.13301555055895
2006-10-01 7.24222899881079
2006-11-01 7.23009625396927
2006-12-01 7.29757644221844
2007-01-01 7.27615144730517
2007-02-01 7.25510212755730
2007-03-01 7.36037253288347
2007-04-01 7.35828286691197
2007-05-01 7.36855846381852
2007-06-01 7.39568171251512
2007-07-01 7.45873566139848
2007-08-01 7.31559360523743
2007-09-01 7.54364106607054
2007-10-01 7.53930160692047
2007-11-01 7.53268185781510
2007-12-01 7.59587100870291
2008-01-01 7.48949372753476
2008-02-01 7.64481883952432
2008-03-01 7.55713715202908
2008-04-01 7.66034755999562
2008-05-01 7.66193644333016
2008-06-01 7.60289046393894
2008-07-01 7.65823685866335
2008-08-01 7.61271223223846
2008-09-01 7.54267966598217
2008-10-01 7.53170514753401
2008-11-01 7.53628614835816
2008-12-01 7.50091986784833
2009-01-01 7.69812366857409
2009-02-01 7.63683125634657
2009-03-01 7.65915577444752
2009-04-01 7.56041065345116
2009-05-01 7.55547788492114
2009-06-01 7.71530682501729
2009-07-01 7.75892445366009
2009-08-01 7.80932989560608
2009-09-01 7.83661085821412
2009-10-01 7.92486876242072
2009-11-01 8.03557591158131
2009-12-01 8.00518344243219
2010-01-01 8.00051758196029
2010-02-01 8.03440567905212
2010-03-01 8.05687301755592
2010-04-01 8.16243755033515
2010-05-01 8.15918445632447
2010-06-01 8.23223034411034
2010-07-01 8.16192341765297
2010-08-01 8.20472581700713
2010-09-01 8.22587648903355
2010-10-01 8.21614637151063
2010-11-01 8.22780810398178
2010-12-01 8.30547958284547
2011-01-01 8.40033026091866
2011-02-01 8.44138516075947
2011-03-01 8.45797972772540
2011-04-01 8.46260324435391
2011-05-01 8.56227934721332
2011-06-01 8.44624905870245
2011-07-01 8.46773283328637
2011-08-01 8.50343781339094
2011-09-01 8.51842761276843
2011-10-01 8.50634883601174
2011-11-01 8.42164928992873
2011-12-01 8.39871156316251
2012-01-01 8.29647026117707
2012-02-01 8.34825613194993
2012-03-01 8.45513985927716
2012-04-01 8.36597387431387
2012-05-01 8.37016874732844
2012-06-01 8.36743416792604
2012-07-01 8.37055315842409
2012-08-01 8.29982011168588
2012-09-01 8.30844689452704
2012-10-01 8.29599531417691
2012-11-01 8.31603613862231
2012-12-01 8.29313324903494
2013-01-01 8.19627212028271
2013-02-01 8.15069883692378
2013-03-01 8.15484314529036
2013-04-01 8.26891827982418
2013-05-01 8.07860416912702
2013-06-01 8.08512178963755
2013-07-01 8.16588705126612
2013-08-01 8.19329181789466
2013-09-01 8.20715307679676
2013-10-01 8.19333648937215
2013-11-01 8.21135645779653
2013-12-01 8.18877135804942
2014-01-01 8.29461645834453
2014-02-01 8.24896807619209
2014-03-01 8.25172850721230
2014-04-01 8.27514440604288
2014-05-01 8.28722456131548
2014-06-01 8.29889049646839
2014-07-01 8.25883831500490
2014-08-01 8.28110981197662
2014-09-01 8.30765930936520
2014-10-01 8.39774326719897
2014-11-01 8.41068088541128
2014-12-01 8.49122993841301
2015-01-01 8.49016327268696
2015-02-01 8.54840231758727
2015-03-01 8.54750644688739
2015-04-01 8.57598065790961
2015-05-01 8.59127597640972
2015-06-01 8.60326093878189
2015-07-01 8.65448380788883
2015-08-01 8.67204809945080
2015-09-01 8.71181700147158
2015-10-01 8.70690164052331
2015-11-01 8.71658434954256
2015-12-01 8.69536543362944
2016-01-01 8.67893329414972
2016-02-01 8.74651213163392
2016-03-01 8.74380935008410
2016-04-01 8.67320816862575
2016-05-01 8.68904441089464
2016-06-01 8.71106522903203
2016-07-01 8.75280435219778
2016-08-01 8.76398668323488
2016-09-01 8.71433967038398
2016-10-01 8.71759375297869
2016-11-01 8.72667837282162
2016-12-01 8.80597079294518
2017-01-01 8.56078326028985
2017-02-01 8.63919396786458
2017-03-01 8.63556476913471
2017-04-01 8.67105687916770
2017-05-01 8.68748024163124
2017-06-01 8.72250552510967
2017-07-01 8.65387663820735
2017-08-01 8.66386856364530
2017-09-01 8.71961275872059
2017-10-01 8.62151408454592
2017-11-01 8.62875971284807
2017-12-01 8.71471797799858
2018-01-01 8.74158145578751
2018-02-01 8.73109594901090
2018-03-01 8.83281791582130
2018-04-01 8.86950821335138
2018-05-01 8.88671935761481
2018-06-01 8.93619533589058
2018-07-01 8.95714251237007
2018-08-01 8.96597495257747
2018-09-01 9.02103731029014
2018-10-01 9.02245914435894
2018-11-01 9.02919009676205
2018-12-01 9.02323247183641
2019-01-01 9.02380273590186
2019-02-01 9.01556902700144
2019-03-01 8.93184537590300
2019-04-01 9.07227262367371
2019-05-01 9.09290719454125
2019-06-01 9.05040687204673
2019-07-01 9.06009695055688
2019-08-01 9.07060368065426
2019-09-01 9.01659524953420
2019-10-01 9.01755558948509
2019-11-01 9.02566247473766
2019-12-01 9.02885011022113
2020-01-01 9.11719236073153
2020-02-01 9.09990146635947
2020-03-01 9.03441117247978
2020-04-01 8.37585603251002
2020-05-01 8.80176730663995
2020-06-01 8.86066540127108
2020-07-01 8.85947821981659
2020-08-01 8.87144692425586
2020-09-01 8.90819299739996
2020-10-01 9.01577226806949
2020-11-01 9.02676504974792
2020-12-01 9.13668714770086
2021-01-01 9.01458974461392
2021-02-01 8.87791989856148
2021-03-01 8.93334649324858
2021-04-01 9.08272911152814
2021-05-01 9.11873071493092
2021-06-01 9.26876181916342
2021-07-01 9.15852273649559
2021-08-01 9.16657047528920
2021-09-01 9.19527166384834
2021-10-01 9.21052934030406
2021-11-01 9.22467248145038
2021-12-01 9.24819794349389
2022-01-01 9.21885334932731
2022-02-01 9.26896534215407
2022-03-01 9.23628173087229
2022-04-01 9.28729453839482
2022-05-01 9.33127235014717
2022-06-01 9.26276569933244
2022-07-01 9.45467415089922
2022-08-01 9.45941444294370
2022-09-01 9.48107897303158
2022-10-01 9.40997573416860
2022-11-01 9.43211480407075
2022-12-01 9.45974338990603
2023-01-01 9.42055405154132
2023-02-01 9.46753429042087
2023-03-01 9.53914925060526
2023-04-01 9.28959956614232
2023-05-01 9.54172660801604
2023-06-01 9.55290921192344
2023-07-01 9.54781467260012
2023-08-01 9.55221143720158
2023-09-01 9.56700487343749
2023-10-01 9.61028379833521
2023-11-01 9.63972357524715
2023-12-01 9.67126783335311
2024-01-01 9.92403917791057
2024-02-01 9.87615339983570
2024-03-01 9.94073624425549
2024-04-01 9.78791269336807
2024-05-01 9.74425000759081
2024-06-01 9.73965406177751
2024-07-01 9.74052811165521
2024-08-01 9.84823269648204
2024-09-01 9.86070634800275
2024-10-01 9.91255790128065
2024-11-01 9.95115272473252
2024-12-01 9.88115925878655
2025-01-01 9.92015040186586
2025-02-01 9.78007442551962
2025-03-01 9.83992903541423
2025-04-01 9.98651140722819
2025-05-01 10.04593809881150
2025-06-01 10.13389576649940
2025-07-01 10.23785548766040
2025-08-01 10.04651374361610
2025-09-01 10.05913915649360
2025-10-01 10.01050452008880
2025-11-01 9.95437550471121
2025-12-01 9.98838909612231

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