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 2025-12-01
Last Updated 2026-01-28 3:33 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
2003-01-01 1.60850401824194
2003-02-01 1.60761660569513
2003-03-01 1.60532876654169
2003-04-01 1.47024318066727
2003-05-01 1.63382303835024
2003-06-01 1.48467489287306
2003-07-01 1.54781866801982
2003-08-01 1.55085383714913
2003-09-01 1.63673850203592
2003-10-01 1.58969834124538
2003-11-01 1.59383434389340
2003-12-01 1.57268923231090
2004-01-01 1.60686911284867
2004-02-01 1.60665761836625
2004-03-01 1.60519580914969
2004-04-01 1.66974642626500
2004-05-01 1.63161283128488
2004-06-01 1.68451661171867
2004-07-01 1.65298712680244
2004-08-01 1.65371502890839
2004-09-01 1.63788185989887
2004-10-01 1.58613167325575
2004-11-01 1.59130494394584
2004-12-01 1.67387572637670
2005-01-01 1.60324017361320
2005-02-01 1.60952202288979
2005-03-01 1.70576565713548
2005-04-01 1.56965880329841
2005-05-01 1.62616557117072
2005-06-01 1.58426512142866
2005-07-01 1.65906715748258
2005-08-01 1.65802528707762
2005-09-01 1.63813632279301
2005-10-01 1.68325003959403
2005-11-01 1.68972771408237
2005-12-01 1.67101040231920
2006-01-01 1.70380287450479
2006-02-01 1.71023044347533
2006-03-01 1.70379561966711
2006-04-01 1.77705370724978
2006-05-01 1.71887989847110
2006-06-01 1.88359146695556
2006-07-01 1.56202580575309
2006-08-01 1.76703463487007
2006-09-01 1.73467766145008
2006-10-01 1.77530484077492
2006-11-01 1.78440090744981
2006-12-01 1.77288491173551
2007-01-01 1.80902030331322
2007-02-01 1.81292609644752
2007-03-01 1.80871534688234
2007-04-01 1.77886144234191
2007-05-01 1.81496538951705
2007-06-01 1.77357894663347
2007-07-01 1.76419343576493
2007-08-01 1.67458747579839
2007-09-01 1.83113386634928
2007-10-01 1.86830569202730
2007-11-01 1.87896136809284
2007-12-01 1.87903357618778
2008-01-01 1.91384511181248
2008-02-01 1.81652107168848
2008-03-01 1.91847409417126
2008-04-01 1.88019828050007
2008-05-01 1.90867470040322
2008-06-01 1.86523862950830
2008-07-01 1.76148909991923
2008-08-01 1.97869866661646
2008-09-01 1.92105975563193
2008-10-01 1.86514509378463
2008-11-01 1.87653134039589
2008-12-01 1.99327953993769
2009-01-01 1.91311966967074
2009-02-01 2.02751657117920
2009-03-01 2.02877572734602
2009-04-01 1.97473371832447
2009-05-01 2.00099907732105
2009-06-01 2.05415699627197
2009-07-01 2.06090823925070
2009-08-01 1.97855226024273
2009-09-01 2.01061418773684
2009-10-01 2.07099536343418
2009-11-01 1.98013562222967
2009-12-01 1.90157286913052
2010-01-01 1.81099908325453
2010-02-01 1.83597353135974
2010-03-01 1.73481193269412
2010-04-01 1.57401312696411
2010-05-01 1.48952639020907
2010-06-01 1.55165796747842
2010-07-01 1.45689723789770
2010-08-01 1.47349036991517
2010-09-01 1.40393566409544
2010-10-01 1.48060163055132
2010-11-01 1.48687186315335
2010-12-01 1.41121648401996
2011-01-01 1.50211812332414
2011-02-01 1.44141106205397
2011-03-01 1.43464156805428
2011-04-01 1.57027457984455
2011-05-01 1.58516908691715
2011-06-01 1.54787425376760
2011-07-01 1.66301018890319
2011-08-01 1.66316787337043
2011-09-01 1.70513990911144
2011-10-01 1.58979887151968
2011-11-01 1.59191409827520
2011-12-01 1.62131133076777
2012-01-01 1.68933657463301
2012-02-01 1.63878322678022
2012-03-01 1.72918563148355
2012-04-01 1.67175834925572
2012-05-01 1.68295102225507
2012-06-01 1.64996399277930
2012-07-01 1.57151375797134
2012-08-01 1.54875619773873
2012-09-01 1.60927136745881
2012-10-01 1.59993910533719
2012-11-01 1.59915339626343
2012-12-01 1.62856183323022
2013-01-01 1.47755914214910
2013-02-01 1.52946941413534
2013-03-01 1.51634248692180
2013-04-01 1.47191290107041
2013-05-01 1.58894182878382
2013-06-01 1.44877137602584
2013-07-01 1.58988252528271
2013-08-01 1.54073943133040
2013-09-01 1.41228436090115
2013-10-01 1.50379724403294
2013-11-01 1.50114842371005
2013-12-01 1.53208920162163
2014-01-01 1.57607792789961
2014-02-01 1.51222430356018
2014-03-01 1.50417219012159
2014-04-01 1.47527012901124
2014-05-01 1.39436637788390
2014-06-01 1.44963427261049
2014-07-01 1.40495464639450
2014-08-01 1.43843338193861
2014-09-01 1.51735576144477
2014-10-01 1.40414750168400
2014-11-01 1.39638690969899
2014-12-01 1.33556086278371
2015-01-01 1.37630413551360
2015-02-01 1.39668527437274
2015-03-01 1.39626168289368
2015-04-01 1.37487872670714
2015-05-01 1.39939542184382
2015-06-01 1.44628153791630
2015-07-01 1.42568751868036
2015-08-01 1.44482400617513
2015-09-01 1.32126765747035
2015-10-01 1.39536007741408
2015-11-01 1.38396371270655
2015-12-01 1.43918729154879
2016-01-01 1.37829830477939
2016-02-01 1.48966046018233
2016-03-01 1.39661771654849
2016-04-01 1.47312291563465
2016-05-01 1.39299877859976
2016-06-01 1.44748921455816
2016-07-01 1.43906600751914
2016-08-01 1.45708089818051
2016-09-01 1.52384521097458
2016-10-01 1.49159448839112
2016-11-01 1.47025725871937
2016-12-01 1.43607262734235
2017-01-01 1.47484523460085
2017-02-01 1.49131594689586
2017-03-01 1.49945774991937
2017-04-01 1.47275445873316
2017-05-01 1.48117121602366
2017-06-01 1.45000096605446
2017-07-01 1.55547526172154
2017-08-01 1.47955917949956
2017-09-01 1.41879222240595
2017-10-01 1.48137683055452
2017-11-01 1.55560720398102
2017-12-01 1.52603701957939
2018-01-01 1.57388863064367
2018-02-01 1.49985622020893
2018-03-01 1.60430153647162
2018-04-01 1.57366554803304
2018-05-01 1.66628869362296
2018-06-01 1.65966948062521
2018-07-01 1.66274532678290
2018-08-01 1.70394646825410
2018-09-01 1.71571316518801
2018-10-01 1.77301385337619
2018-11-01 1.74220795461700
2018-12-01 1.81117870249397
2019-01-01 1.76479221008241
2019-02-01 1.81065316390434
2019-03-01 1.80838222759919
2019-04-01 1.87764558790555
2019-05-01 1.85924073374938
2019-06-01 1.86984903352592
2019-07-01 1.87189809526074
2019-08-01 1.82400218902451
2019-09-01 1.80747804600240
2019-10-01 1.76247170778925
2019-11-01 1.83308496065050
2019-12-01 1.80010256695709
2020-01-01 1.85938721417782
2020-02-01 1.81540893990283
2020-03-01 1.80922178125256
2020-04-01 1.27843461439600
2020-05-01 1.36048577040961
2020-06-01 1.37900136026173
2020-07-01 1.37676024853772
2020-08-01 1.43630842387475
2020-09-01 1.50469638635713
2020-10-01 1.55785286683299
2020-11-01 1.62978352897139
2020-12-01 1.59286332393205
2021-01-01 1.55157048226420
2021-02-01 1.61138050328238
2021-03-01 1.60824781312383
2021-04-01 1.77702743453678
2021-05-01 1.76479246083886
2021-06-01 1.78438388010435
2021-07-01 1.88802521936090
2021-08-01 1.84330650489245
2021-09-01 1.90186127456199
2021-10-01 1.95250619827121
2021-11-01 1.93233599513197
2021-12-01 1.99156426402438
2022-01-01 1.95033122506213
2022-02-01 1.90140513380139
2022-03-01 1.90147807256808
2022-04-01 1.87073324185798
2022-05-01 1.86984420639492
2022-06-01 1.88864838652140
2022-07-01 1.89483981441309
2022-08-01 1.95019857192427
2022-09-01 2.00599906205536
2022-10-01 1.94882306657921
2022-11-01 2.03573346351108
2022-12-01 1.99442298081103
2023-01-01 2.04718646294954
2023-02-01 2.09118775257808
2023-03-01 2.09363986035682
2023-04-01 2.06713106002366
2023-05-01 2.07054594957004
2023-06-01 2.08802249999883
2023-07-01 2.10305279675035
2023-08-01 2.15525706586920
2023-09-01 2.11118552895484
2023-10-01 2.14727909682564
2023-11-01 2.13893742337563
2023-12-01 2.19812703327709
2024-01-01 2.24928088526646
2024-02-01 2.28081209135917
2024-03-01 2.28630655352573
2024-04-01 2.36237591959884
2024-05-01 2.37072639413359
2024-06-01 2.38550366472180
2024-07-01 2.30506163181143
2024-08-01 2.25998381059853
2024-09-01 2.31921861242765
2024-10-01 2.34730429967936
2024-11-01 2.34188305618140
2024-12-01 2.40200918411827
2025-01-01 2.34813331189416
2025-02-01 2.37437482579428
2025-03-01 2.38355199334817
2025-04-01 2.35973177365971
2025-05-01 2.36745984615135
2025-06-01 2.38133062116223
2025-07-01 2.40801420235767
2025-08-01 2.36405403067541
2025-09-01 2.42475574402028
2025-10-01 2.44671587132298
2025-11-01 2.44342044114075
2025-12-01 2.40262175883153

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