Table Data - All Employees: Education and Health Services: Private Educational Services in Bakersfield-Delano, CA (MSA)

Title All Employees: Education and Health Services: Private Educational Services in Bakersfield-Delano, CA (MSA)
Series ID SMU06125406561000001SA
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 2003-01-01 to 2026-08-01
Last Updated 2026-09-18 10:56 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
2003-01-01 1.6091517294
2003-02-01 1.6072798184
2003-03-01 1.6034682220
2003-04-01 1.4716434969
2003-05-01 1.6313447222
2003-06-01 1.4978187101
2003-07-01 1.5432693654
2003-08-01 1.5488124845
2003-09-01 1.6300519887
2003-10-01 1.5898281200
2003-11-01 1.5943131142
2003-12-01 1.5749042735
2004-01-01 1.6074573400
2004-02-01 1.6063347289
2004-03-01 1.6034504570
2004-04-01 1.6709620457
2004-05-01 1.6292859925
2004-06-01 1.6972326051
2004-07-01 1.6484277132
2004-08-01 1.6514795330
2004-09-01 1.6321238044
2004-10-01 1.5864179372
2004-11-01 1.5918781372
2004-12-01 1.6760054600
2005-01-01 1.6038445853
2005-02-01 1.6071694073
2005-03-01 1.7048228180
2005-04-01 1.5709646506
2005-05-01 1.6252604978
2005-06-01 1.5950151333
2005-07-01 1.6552482149
2005-08-01 1.6553960837
2005-09-01 1.6348468876
2005-10-01 1.6831398357
2005-11-01 1.6892441609
2005-12-01 1.6753489190
2006-01-01 1.7028265045
2006-02-01 1.7045074754
2006-03-01 1.7028786874
2006-04-01 1.7784951945
2006-05-01 1.7199293694
2006-06-01 1.8927724465
2006-07-01 1.5604633026
2006-08-01 1.7651559513
2006-09-01 1.7348487793
2006-10-01 1.7732451470
2006-11-01 1.7837033902
2006-12-01 1.7791972792
2007-01-01 1.8052391767
2007-02-01 1.8005500466
2007-03-01 1.8020442712
2007-04-01 1.7858814520
2007-05-01 1.8208016003
2007-06-01 1.7834999720
2007-07-01 1.7649452347
2007-08-01 1.6736151025
2007-09-01 1.8337807600
2007-10-01 1.8636527782
2007-11-01 1.8774810883
2007-12-01 1.8869517619
2008-01-01 1.9071052741
2008-02-01 1.7998636778
2008-03-01 1.9012009484
2008-04-01 1.8936958341
2008-05-01 1.9195986778
2008-06-01 1.8773380193
2008-07-01 1.7656216682
2008-08-01 1.9796087486
2008-09-01 1.9245478973
2008-10-01 1.8581881030
2008-11-01 1.8749402506
2008-12-01 1.9998866257
2009-01-01 1.9044250468
2009-02-01 2.0074536397
2009-03-01 2.0014459049
2009-04-01 1.9948378453
2009-05-01 2.0168633664
2009-06-01 2.0680515969
2009-07-01 2.0677842651
2009-08-01 1.9808542090
2009-09-01 2.0135071182
2009-10-01 2.0630717600
2009-11-01 1.9773646974
2009-12-01 1.9069569872
2010-01-01 1.8007890512
2010-02-01 1.8177656789
2010-03-01 1.7024176085
2010-04-01 1.5943015362
2010-05-01 1.5077255619
2010-06-01 1.5654228320
2010-07-01 1.4662428425
2010-08-01 1.4770697392
2010-09-01 1.4073239691
2010-10-01 1.4721948838
2010-11-01 1.4840749662
2010-12-01 1.4130797626
2011-01-01 1.4918273074
2011-02-01 1.4258664575
2011-03-01 1.4020310028
2011-04-01 1.5896705163
2011-05-01 1.6037504768
2011-06-01 1.5609134939
2011-07-01 1.6721143994
2011-08-01 1.6662650650
2011-09-01 1.7079542534
2011-10-01 1.5827962511
2011-11-01 1.5887471287
2011-12-01 1.6201574456
2012-01-01 1.6807900071
2012-02-01 1.6295891202
2012-03-01 1.7023148154
2012-04-01 1.6847840985
2012-05-01 1.6985349030
2012-06-01 1.6603970901
2012-07-01 1.5794790928
2012-08-01 1.5507749701
2012-09-01 1.6122239371
2012-10-01 1.5950101289
2012-11-01 1.5962717143
2012-12-01 1.6249703383
2013-01-01 1.4716699553
2013-02-01 1.5242653416
2013-03-01 1.5001961667
2013-04-01 1.4784534590
2013-05-01 1.5997676132
2013-06-01 1.4558220779
2013-07-01 1.5954970368
2013-08-01 1.5412004544
2013-09-01 1.4148128336
2013-10-01 1.5011993884
2013-11-01 1.4983156768
2013-12-01 1.5292983532
2014-01-01 1.5721038111
2014-02-01 1.5103534396
2014-03-01 1.4983119509
2014-04-01 1.4751746567
2014-05-01 1.4004714277
2014-06-01 1.4535002966
2014-07-01 1.4085624643
2014-08-01 1.4380117305
2014-09-01 1.5203938383
2014-10-01 1.4023115844
2014-11-01 1.3945284179
2014-12-01 1.3338367967
2015-01-01 1.3737404060
2015-02-01 1.3952568740
2015-03-01 1.3953066315
2015-04-01 1.3740923953
2015-05-01 1.4026569733
2015-06-01 1.4480503974
2015-07-01 1.4273113794
2015-08-01 1.4440333399
2015-09-01 1.3233135081
2015-10-01 1.3942128089
2015-11-01 1.3829922919
2015-12-01 1.4384803358
2016-01-01 1.3772755528
2016-02-01 1.4892192981
2016-03-01 1.3963006538
2016-04-01 1.4727071971
2016-05-01 1.3945419149
2016-06-01 1.4482265690
2016-07-01 1.4395056192
2016-08-01 1.4563978448
2016-09-01 1.5246245754
2016-10-01 1.4907831739
2016-11-01 1.4695901183
2016-12-01 1.4355749757
2017-01-01 1.4769292584
2017-02-01 1.4911517149
2017-03-01 1.4993643010
2017-04-01 1.4714507724
2017-05-01 1.4815865959
2017-06-01 1.4503412377
2017-07-01 1.5553404095
2017-08-01 1.4792751716
2017-09-01 1.4181616411
2017-10-01 1.4806832865
2017-11-01 1.5554348887
2017-12-01 1.5252266715
2018-01-01 1.5792036607
2018-02-01 1.4993952642
2018-03-01 1.6055658255
2018-04-01 1.5698827515
2018-05-01 1.6665184498
2018-06-01 1.6597967564
2018-07-01 1.6623984344
2018-08-01 1.7033985169
2018-09-01 1.7145252442
2018-10-01 1.7720902877
2018-11-01 1.7423794869
2018-12-01 1.8087249298
2019-01-01 1.7737366388
2019-02-01 1.8104148185
2019-03-01 1.8115038912
2019-04-01 1.8716816605
2019-05-01 1.8592316679
2019-06-01 1.8694810848
2019-07-01 1.8711115023
2019-08-01 1.8229690889
2019-09-01 1.8056272840
2019-10-01 1.7620159513
2019-11-01 1.8349119546
2019-12-01 1.7912664581
2020-01-01 1.8721700998
2020-02-01 1.8185789605
2020-03-01 1.8159334864
2020-04-01 1.2703124006
2020-05-01 1.3606701210
2020-06-01 1.3752513834
2020-07-01 1.3723199107
2020-08-01 1.4395847501
2020-09-01 1.5007883948
2020-10-01 1.5578846677
2020-11-01 1.6331544095
2020-12-01 1.5782490910
2021-01-01 1.5674697909
2021-02-01 1.6183204997
2021-03-01 1.6173673245
2021-04-01 1.7681550669
2021-05-01 1.7665003161
2021-06-01 1.7777123271
2021-07-01 1.8764644171
2021-08-01 1.8520840412
2021-09-01 1.8921881007
2021-10-01 1.9557566618
2021-11-01 1.9400648468
2021-12-01 1.9744697644
2022-01-01 1.9656628152
2022-02-01 1.9113282774
2022-03-01 1.9137722153
2022-04-01 1.8583457871
2022-05-01 1.8700524877
2022-06-01 1.8808584193
2022-07-01 1.8774640826
2022-08-01 1.9663867876
2022-09-01 1.9926199375
2022-10-01 1.9578082234
2022-11-01 2.0450775801
2022-12-01 2.0783939673
2023-01-01 2.0551008260
2023-02-01 2.1015906839
2023-03-01 2.2055177014
2023-04-01 2.0550427921
2023-05-01 2.1705182882
2023-06-01 2.2845756683
2023-07-01 2.2798543800
2023-08-01 2.2742680266
2023-09-01 2.1961014967
2023-10-01 2.3631956807
2023-11-01 2.3491876451
2023-12-01 2.3829356005
2024-01-01 2.4487307028
2024-02-01 2.4912830163
2024-03-01 2.4968272255
2024-04-01 2.5502648747
2024-05-01 2.5698605679
2024-06-01 2.5871019587
2024-07-01 2.4788242561
2024-08-01 2.5816331503
2024-09-01 2.6055031666
2024-10-01 2.5683103100
2024-11-01 2.5491840200
2024-12-01 2.5902189287
2025-01-01 2.5387489646
2025-02-01 2.6822684043
2025-03-01 2.6902458277
2025-04-01 2.7507113902
2025-05-01 2.7680776276
2025-06-01 2.6904048018
2025-07-01 2.6792296591
2025-08-01 2.6835013480
2025-09-01 2.7113967610
2025-10-01 2.7714022371
2025-11-01 2.8492465517
2025-12-01 2.7948941878
2026-01-01 2.8351465324
2026-02-01 2.7766752081
2026-03-01 2.7863476720
2026-04-01 2.7486524274
2026-05-01 2.7653055106
2026-06-01 2.7946910635
2026-07-01 2.8794028006
2026-08-01 2.8859191138

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