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 2026-02-01
Last Updated 2026-04-23 12:54 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
2003-01-01 1.60915173287545
2003-02-01 1.60727982600871
2003-03-01 1.60346823171923
2003-04-01 1.47164353642793
2003-05-01 1.63134472797186
2003-06-01 1.49781871401879
2003-07-01 1.54326936284740
2003-08-01 1.54881246889694
2003-09-01 1.63005196467711
2003-10-01 1.58982809769849
2003-11-01 1.59431310058360
2003-12-01 1.57490427151033
2004-01-01 1.60745734660801
2004-02-01 1.60633474262902
2004-03-01 1.60345047316701
2004-04-01 1.67096209523060
2004-05-01 1.62928599787198
2004-06-01 1.69723260806028
2004-07-01 1.64842771039837
2004-08-01 1.65147950153744
2004-09-01 1.63212377607856
2004-10-01 1.58641790861802
2004-11-01 1.59187811096309
2004-12-01 1.67600543726147
2005-01-01 1.60384456659383
2005-02-01 1.60716954710153
2005-03-01 1.70482281608906
2005-04-01 1.57096469410317
2005-05-01 1.62526049942190
2005-06-01 1.59501514645651
2005-07-01 1.65524824534414
2005-08-01 1.65539595320393
2005-09-01 1.63484687432938
2005-10-01 1.68313980662061
2005-11-01 1.68924411879743
2005-12-01 1.67534875868864
2006-01-01 1.70282647494871
2006-02-01 1.70450777817285
2006-03-01 1.70287873958359
2006-04-01 1.77849531487783
2006-05-01 1.71992944695992
2006-06-01 1.89277249929951
2006-07-01 1.56046332279201
2006-08-01 1.76515561196180
2006-09-01 1.73484862371379
2006-10-01 1.77324517091236
2006-11-01 1.78370320235183
2006-12-01 1.77919692447911
2007-01-01 1.80523916299294
2007-02-01 1.80055060830641
2007-03-01 1.80204453219136
2007-04-01 1.78588183154204
2007-05-01 1.82080190110214
2007-06-01 1.78350011420210
2007-07-01 1.76494516832527
2007-08-01 1.67361439783070
2007-09-01 1.83378022579091
2007-10-01 1.86365261457085
2007-11-01 1.87748059050657
2007-12-01 1.88695110465840
2008-01-01 1.90710518086652
2008-02-01 1.79986421321397
2008-03-01 1.90120286062104
2008-04-01 1.89369659136662
2008-05-01 1.91959937951230
2008-06-01 1.87733854479597
2008-07-01 1.76562192744331
2008-08-01 1.97960830195933
2008-09-01 1.92454242979389
2008-10-01 1.85818832583538
2008-11-01 1.87493993770310
2008-12-01 1.99988620749804
2009-01-01 1.90442529591585
2009-02-01 2.00745463979709
2009-03-01 2.00144996070322
2009-04-01 1.99483941152874
2009-05-01 2.01686481457669
2009-06-01 2.06805256523340
2009-07-01 2.06778448357504
2009-08-01 1.98085330571735
2009-09-01 2.01349586773692
2009-10-01 2.06307135685613
2009-11-01 1.97736400296369
2009-12-01 1.90695649886352
2010-01-01 1.80079179897881
2010-02-01 1.81776703286125
2010-03-01 1.70242438886085
2010-04-01 1.59430513889369
2010-05-01 1.50772753666595
2010-06-01 1.56542623106645
2010-07-01 1.46624325998951
2010-08-01 1.47707118569283
2010-09-01 1.40729342620535
2010-10-01 1.47219612882206
2010-11-01 1.48407567744718
2010-12-01 1.41308075173457
2011-01-01 1.49183383408624
2011-02-01 1.42586953887195
2011-03-01 1.40204026518539
2011-04-01 1.58967710060971
2011-05-01 1.60375370854797
2011-06-01 1.56091962197763
2011-07-01 1.67211482883027
2011-08-01 1.66626821084616
2011-09-01 1.70790018151496
2011-10-01 1.58279815710361
2011-11-01 1.58874901508999
2011-12-01 1.62016036454301
2012-01-01 1.68080134492234
2012-02-01 1.62959518000921
2012-03-01 1.70232806772792
2012-04-01 1.68479521524532
2012-05-01 1.69854063703021
2012-06-01 1.66040721205964
2012-07-01 1.57948121641543
2012-08-01 1.55078138708007
2012-09-01 1.61213047565590
2012-10-01 1.59501385527784
2012-11-01 1.59627517501874
2012-12-01 1.62497458390172
2013-01-01 1.47168248920500
2013-02-01 1.52429447970436
2013-03-01 1.50021011862938
2013-04-01 1.47846733777360
2013-05-01 1.59977589980647
2013-06-01 1.45583410350503
2013-07-01 1.59550007444455
2013-08-01 1.54120675348173
2013-09-01 1.41468045510864
2013-10-01 1.50120265374664
2013-11-01 1.49831984581930
2013-12-01 1.52930435855676
2014-01-01 1.57211922757432
2014-02-01 1.51040749875421
2014-03-01 1.49832843572210
2014-04-01 1.47519346397499
2014-05-01 1.40048472028766
2014-06-01 1.45351833886035
2014-07-01 1.40855933569452
2014-08-01 1.43802543002536
2014-09-01 1.52019150670006
2014-10-01 1.40231955851364
2014-11-01 1.39453619567593
2014-12-01 1.33384652349320
2015-01-01 1.37375829668153
2015-02-01 1.39536942701322
2015-03-01 1.39532600198150
2015-04-01 1.37411292902894
2015-05-01 1.40267051108371
2015-06-01 1.44806341794750
2015-07-01 1.42728919893120
2015-08-01 1.44403871066318
2015-09-01 1.32305991004030
2015-10-01 1.39421361566755
2015-11-01 1.38299946575759
2015-12-01 1.43850072318647
2016-01-01 1.37731372882007
2016-02-01 1.48939215569751
2016-03-01 1.39634537157651
2016-04-01 1.47274037473317
2016-05-01 1.39455267572273
2016-06-01 1.44821855819863
2016-07-01 1.43944310026983
2016-08-01 1.45637469467975
2016-09-01 1.52432224093974
2016-10-01 1.49075840292623
2016-11-01 1.46959212868956
2016-12-01 1.43561918978035
2017-01-01 1.47693891048103
2017-02-01 1.49144801556397
2017-03-01 1.49953755337841
2017-04-01 1.47160476706844
2017-05-01 1.48146699910225
2017-06-01 1.45022625162540
2017-07-01 1.55519458824663
2017-08-01 1.47918895548052
2017-09-01 1.41785366279753
2017-10-01 1.48064784669111
2017-11-01 1.55548525202522
2017-12-01 1.52529704003966
2018-01-01 1.57917149115915
2018-02-01 1.49971725130755
2018-03-01 1.60616056117298
2018-04-01 1.57006399560859
2018-05-01 1.66617331351274
2018-06-01 1.65950058486564
2018-07-01 1.66212354479086
2018-08-01 1.70323628451594
2018-09-01 1.71424244168438
2018-10-01 1.77210889671877
2018-11-01 1.74254963891554
2018-12-01 1.80888358481137
2019-01-01 1.77369464447266
2019-02-01 1.81075448762858
2019-03-01 1.81247163394628
2019-04-01 1.87181522836881
2019-05-01 1.85858136177250
2019-06-01 1.86893817286029
2019-07-01 1.87067488347610
2019-08-01 1.82270263146271
2019-09-01 1.80541915640262
2019-10-01 1.76215772766874
2019-11-01 1.83529028967727
2019-12-01 1.79166315807335
2020-01-01 1.87243320904824
2020-02-01 1.81918029375356
2020-03-01 1.81659759471379
2020-04-01 1.27006998902528
2020-05-01 1.36033436987752
2020-06-01 1.37321896164261
2020-07-01 1.37209391740508
2020-08-01 1.43945840493883
2020-09-01 1.50078377392402
2020-10-01 1.55827638760848
2020-11-01 1.63392920649131
2020-12-01 1.57917444430716
2021-01-01 1.56826716360083
2021-02-01 1.61929757563986
2021-03-01 1.61725847801377
2021-04-01 1.76723274568599
2021-05-01 1.76604822517795
2021-06-01 1.77375720140669
2021-07-01 1.87696181414643
2021-08-01 1.85191957089253
2021-09-01 1.89237407424069
2021-10-01 1.95655125687355
2021-11-01 1.94149971190502
2021-12-01 1.97619446180474
2022-01-01 1.96838120586095
2022-02-01 1.91273138761906
2022-03-01 1.91276455969000
2022-04-01 1.85557661078720
2022-05-01 1.86806234455025
2022-06-01 1.87487651772968
2022-07-01 1.87862980121454
2022-08-01 1.96627888095802
2022-09-01 1.99322020974013
2022-10-01 1.95945444166171
2022-11-01 2.04710833582253
2022-12-01 2.08187249131301
2023-01-01 2.06101507033483
2023-02-01 2.10524529367842
2023-03-01 2.20322525001192
2023-04-01 2.04873988191874
2023-05-01 2.16345239468775
2023-06-01 2.27482385889391
2023-07-01 2.28428825579298
2023-08-01 2.27395608091715
2023-09-01 2.19789242817820
2023-10-01 2.36604155820601
2023-11-01 2.35238803190962
2023-12-01 2.38875506259376
2024-01-01 2.45842051645005
2024-02-01 2.49744865795165
2024-03-01 2.49368863216168
2024-04-01 2.53882973219679
2024-05-01 2.55692087926771
2024-06-01 2.57266837315097
2024-07-01 2.48598984908064
2024-08-01 2.58264722148295
2024-09-01 2.60885503085081
2024-10-01 2.57247838260261
2024-11-01 2.55345273756767
2024-12-01 2.59846113363213
2025-01-01 2.55139602640984
2025-02-01 2.69110030775879
2025-03-01 2.68681330766094
2025-04-01 2.73456507085511
2025-05-01 2.74944353689028
2025-06-01 2.67089861515817
2025-07-01 2.68932582878869
2025-08-01 2.68591004816932
2025-09-01 2.71621490845218
2025-10-01 2.77652142387061
2025-11-01 2.85459622672803
2025-12-01 2.80469659972110
2026-01-01 2.84983318674542
2026-02-01 2.78649301095441

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