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

Title All Employees: Education and Health Services: Private Educational Services in Fresno, CA (MSA)
Series ID SMU06234206561000001SA
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 10:40 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 1.91023425466297
1990-02-01 1.91751140571025
1990-03-01 2.03003996334752
1990-04-01 1.83570686243237
1990-05-01 1.79246819871313
1990-06-01 1.78885983747936
1990-07-01 1.75015226169108
1990-08-01 1.79357389660965
1990-09-01 1.82768569887648
1990-10-01 2.00028643628024
1990-11-01 1.89614094121178
1990-12-01 1.92484933806386
1991-01-01 2.31352273697597
1991-02-01 2.31122341085488
1991-03-01 2.32510165890779
1991-04-01 2.21805790866912
1991-05-01 2.18805586238766
1991-06-01 2.18915052619386
1991-07-01 2.18165742982013
1991-08-01 2.12266858764090
1991-09-01 2.12908913357807
1991-10-01 2.19781871375509
1991-11-01 2.18275812334836
1991-12-01 2.21268171039347
1992-01-01 2.21525649335782
1992-02-01 2.23056439936972
1992-03-01 2.14008723246857
1992-04-01 2.21783527488804
1992-05-01 2.27822216569163
1992-06-01 2.49209189613595
1992-07-01 2.17258979912535
1992-08-01 2.33458270126281
1992-09-01 2.32332797300554
1992-10-01 2.19701834835707
1992-11-01 2.27849891739289
1992-12-01 2.20985369072865
1993-01-01 2.21770187546213
1993-02-01 2.24629372274787
1993-03-01 2.35109578308834
1993-04-01 2.41175514848454
1993-05-01 2.36883098420943
1993-06-01 2.50551073554390
1993-07-01 2.38075255711091
1993-08-01 2.31689545832732
1993-09-01 2.30961275156569
1993-10-01 2.29263460667974
1993-11-01 2.27648188343263
1993-12-01 2.30165176333374
1994-01-01 2.32814038463145
1994-02-01 2.26231397399194
1994-03-01 2.26370991034514
1994-04-01 2.31969806398683
1994-05-01 2.46199722820510
1994-06-01 2.32001772942691
1994-07-01 2.37165353182982
1994-08-01 2.41064348123028
1994-09-01 2.29604455450814
1994-10-01 2.58220471773152
1994-11-01 2.37358230058919
1994-12-01 2.39308857471763
1995-01-01 2.43731995170847
1995-02-01 2.46458026271390
1995-03-01 2.46910219856525
1995-04-01 2.42090557788916
1995-05-01 2.56330441956570
1995-06-01 2.54796508750742
1995-07-01 2.47049981041456
1995-08-01 2.50118594938773
1995-09-01 2.58496667373748
1995-10-01 2.56371489112775
1995-11-01 2.66192501635836
1995-12-01 2.68210867808920
1996-01-01 2.65416135874005
1996-02-01 2.65707669205471
1996-03-01 2.66702570589637
1996-04-01 2.71835725669931
1996-05-01 2.66638630206584
1996-06-01 2.66985738469132
1996-07-01 2.78492407409951
1996-08-01 2.81389582005239
1996-09-01 2.88517410514633
1996-10-01 2.93090990423487
1996-11-01 2.95019130429055
1996-12-01 2.97816031495401
1997-01-01 2.87593094275970
1997-02-01 2.83791131603783
1997-03-01 2.86721937579770
1997-04-01 2.81241375782933
1997-05-01 2.87177402778886
1997-06-01 2.89564665984415
1997-07-01 2.87827565637515
1997-08-01 2.91024473984848
1997-09-01 2.89355330826137
1997-10-01 2.81026322850812
1997-11-01 2.76262862773525
1997-12-01 2.80577265468670
1998-01-01 2.89976112477137
1998-02-01 2.91907726979356
1998-03-01 3.05282251667427
1998-04-01 2.89116396627225
1998-05-01 2.88023579227092
1998-06-01 2.80264879345046
1998-07-01 2.87025945993866
1998-08-01 3.02202256848511
1998-09-01 2.80745317951311
1998-10-01 2.79462643441534
1998-11-01 2.76614543622691
1998-12-01 2.72908983797255
1999-01-01 2.70952844897326
1999-02-01 2.51360761334566
1999-03-01 2.63635301492100
1999-04-01 2.67163196726020
1999-05-01 2.88945063625674
1999-06-01 2.71407272103083
1999-07-01 2.65737695448459
1999-08-01 2.71708917962286
1999-09-01 2.62526653506196
1999-10-01 2.78071441500847
1999-11-01 2.76672495266491
1999-12-01 2.74198582097465
2000-01-01 2.71826693308198
2000-02-01 2.78662828009259
2000-03-01 2.69932812859409
2000-04-01 2.64439273398928
2000-05-01 2.89660165753072
2000-06-01 2.93614597036337
2000-07-01 3.00385194218444
2000-08-01 3.08434382648815
2000-09-01 2.95094408113741
2000-10-01 2.86149386406613
2000-11-01 2.85278945687344
2000-12-01 2.83308589405080
2001-01-01 2.93239279721874
2001-02-01 2.96123012586962
2001-03-01 3.04717892111895
2001-04-01 3.08690386316167
2001-05-01 3.00723549328150
2001-06-01 3.06129660824275
2001-07-01 3.15476569339742
2001-08-01 3.12848413540958
2001-09-01 3.27281598872751
2001-10-01 3.23135196026581
2001-11-01 3.31884159522703
2001-12-01 3.29324772455083
2002-01-01 3.24066295355716
2002-02-01 3.24005105216444
2002-03-01 3.29768525642344
2002-04-01 3.05887409135647
2002-05-01 3.22187169731697
2002-06-01 3.18170031790534
2002-07-01 3.21687828444415
2002-08-01 3.17372677648909
2002-09-01 3.17308015214343
2002-10-01 3.31341085006200
2002-11-01 3.50211716498356
2002-12-01 3.35608178120192
2003-01-01 3.43633434740961
2003-02-01 3.42417290398486
2003-03-01 3.46631573154129
2003-04-01 3.40781735666025
2003-05-01 3.42568282602955
2003-06-01 3.41345152171782
2003-07-01 3.39199553565939
2003-08-01 3.43654117844613
2003-09-01 3.47820533570821
2003-10-01 3.58664201826783
2003-11-01 3.59237418431318
2003-12-01 3.61065972267226
2004-01-01 3.51762130983169
2004-02-01 3.61124364989617
2004-03-01 3.56227705801007
2004-04-01 3.57549868220092
2004-05-01 3.52575533077966
2004-06-01 3.42021553051912
2004-07-01 3.56553685535982
2004-08-01 3.68862236284084
2004-09-01 3.58037813304344
2004-10-01 3.47855945885227
2004-11-01 3.49165992806008
2004-12-01 3.58954302677702
2005-01-01 3.50985577501427
2005-02-01 3.41236363566250
2005-03-01 3.48185374363631
2005-04-01 3.56922442779907
2005-05-01 3.51472322604134
2005-06-01 3.63782563542460
2005-07-01 3.48957454091267
2005-08-01 3.45494943582843
2005-09-01 3.57892022410462
2005-10-01 3.57664114862915
2005-11-01 3.49473316623500
2005-12-01 3.48612994061466
2006-01-01 3.60887233783881
2006-02-01 3.59924285831066
2006-03-01 3.58113759912507
2006-04-01 3.37336663623972
2006-05-01 3.70002463332873
2006-06-01 3.52406507041012
2006-07-01 3.87727724650940
2006-08-01 3.68311205878703
2006-09-01 3.78811667645673
2006-10-01 3.58703931909250
2006-11-01 3.96569825775999
2006-12-01 3.96287038935590
2007-01-01 4.13161455769387
2007-02-01 3.97538557195412
2007-03-01 3.84803889379379
2007-04-01 3.90638453225096
2007-05-01 3.86609265359912
2007-06-01 4.05701444397575
2007-07-01 4.15006964056139
2007-08-01 4.14268489766621
2007-09-01 3.90111068496431
2007-10-01 4.18098468241955
2007-11-01 4.15422358845622
2007-12-01 4.16270646254254
2008-01-01 4.03551668534833
2008-02-01 4.27254496034217
2008-03-01 4.27384018894275
2008-04-01 4.24253132440109
2008-05-01 4.32206440122001
2008-06-01 4.36366555850825
2008-07-01 4.43305938594757
2008-08-01 4.50141483598646
2008-09-01 4.42773563861605
2008-10-01 4.40424577738489
2008-11-01 4.34861050056794
2008-12-01 4.46426891883209
2009-01-01 4.47182449571130
2009-02-01 4.48111173765352
2009-03-01 4.47765541196068
2009-04-01 4.57275269356415
2009-05-01 4.56699885997842
2009-06-01 4.56839127399398
2009-07-01 4.47800946619020
2009-08-01 4.39659894724520
2009-09-01 4.63346591474027
2009-10-01 5.13336943791884
2009-11-01 5.13183627434888
2009-12-01 5.04323581748453
2010-01-01 5.11739007083206
2010-02-01 5.09509845331136
2010-03-01 4.75294608358085
2010-04-01 4.97883952198659
2010-05-01 5.00801279079303
2010-06-01 4.98444741846361
2010-07-01 5.00691799700698
2010-08-01 4.98370788211722
2010-09-01 5.35157644808913
2010-10-01 5.08759051054323
2010-11-01 5.16048810080448
2010-12-01 5.15081418763905
2011-01-01 5.23405244986761
2011-02-01 5.13443123898624
2011-03-01 5.46985842621641
2011-04-01 5.56678827321825
2011-05-01 5.55318421243904
2011-06-01 5.64333049434057
2011-07-01 5.51541906301470
2011-08-01 5.43519137935593
2011-09-01 5.63318394234010
2011-10-01 5.62375769089361
2011-11-01 5.57616694894807
2011-12-01 5.62882877275670
2012-01-01 5.65829673560225
2012-02-01 6.26039620758163
2012-03-01 5.83876703735485
2012-04-01 5.45594689545896
2012-05-01 5.76155452660536
2012-06-01 5.99351571035542
2012-07-01 5.37663729415046
2012-08-01 5.27428717129980
2012-09-01 5.19818784350498
2012-10-01 5.04306176153852
2012-11-01 5.02210281221814
2012-12-01 5.06001965293531
2013-01-01 4.93792939251782
2013-02-01 5.52763671047329
2013-03-01 4.92736569288239
2013-04-01 4.57830751587495
2013-05-01 4.84050669022040
2013-06-01 4.73759796018405
2013-07-01 4.72475518863474
2013-08-01 4.74261231056119
2013-09-01 4.55587963287460
2013-10-01 4.54621054000713
2013-11-01 4.55942662836036
2013-12-01 4.48998761135584
2014-01-01 4.52862579192505
2014-02-01 4.48898471878384
2014-03-01 4.39569059208571
2014-04-01 4.50404919288505
2014-05-01 4.40543145173999
2014-06-01 4.31928362447708
2014-07-01 4.06952617781313
2014-08-01 4.32623182600437
2014-09-01 4.43328868760526
2014-10-01 4.33309724895495
2014-11-01 4.27227929766604
2014-12-01 4.31147304440941
2015-01-01 4.22263220886134
2015-02-01 4.13207378760760
2015-03-01 4.14403268986404
2015-04-01 4.26208469750329
2015-05-01 3.95704848950511
2015-06-01 4.00133499206572
2015-07-01 4.00979220912359
2015-08-01 4.04136567929985
2015-09-01 3.99694392273771
2015-10-01 4.12084643932748
2015-11-01 4.08169698241694
2015-12-01 4.04108564993725
2016-01-01 3.91706013808815
2016-02-01 4.07291688826149
2016-03-01 4.15545526247227
2016-04-01 4.11380200010204
2016-05-01 4.09278466589724
2016-06-01 4.09943338930446
2016-07-01 4.06599906254506
2016-08-01 4.10341555909931
2016-09-01 3.96732468755522
2016-10-01 3.90732354400068
2016-11-01 3.88795889628221
2016-12-01 3.86872206120090
2017-01-01 3.92856103739818
2017-02-01 3.89210211471160
2017-03-01 3.91545873874972
2017-04-01 3.97223699460641
2017-05-01 4.01338094011629
2017-06-01 4.08130495415503
2017-07-01 4.02218313755061
2017-08-01 3.95910432988159
2017-09-01 3.94494302440661
2017-10-01 3.89322257640289
2017-11-01 3.88413073198092
2017-12-01 3.88321211078959
2018-01-01 3.82399364792593
2018-02-01 3.78663664392883
2018-03-01 3.95069892873694
2018-04-01 3.83974255372674
2018-05-01 3.81608445573434
2018-06-01 3.74151000943165
2018-07-01 3.88764019077008
2018-08-01 3.82859177668286
2018-09-01 3.93763935876497
2018-10-01 3.87790424053658
2018-11-01 3.86478716882030
2018-12-01 3.89130306507049
2019-01-01 3.91030852515559
2019-02-01 3.87007710952892
2019-03-01 4.09466915626540
2019-04-01 4.25853604020279
2019-05-01 4.01003571750928
2019-06-01 4.05102168052990
2019-07-01 4.11559592231405
2019-08-01 4.03474430450672
2019-09-01 4.03970470023514
2019-10-01 3.95571311922167
2019-11-01 3.93844340307546
2019-12-01 3.98063125112205
2020-01-01 3.97839834857576
2020-02-01 4.03836477996112
2020-03-01 4.07235663893841
2020-04-01 3.18828452746123
2020-05-01 3.40094429128550
2020-06-01 3.61283170090987
2020-07-01 3.55515296573380
2020-08-01 3.72059650748929
2020-09-01 3.65874916862641
2020-10-01 3.75274136914524
2020-11-01 3.72735081453914
2020-12-01 3.66872950516235
2021-01-01 3.61460462209082
2021-02-01 3.70134536294568
2021-03-01 3.41128637176219
2021-04-01 3.50643410533137
2021-05-01 4.19129226668713
2021-06-01 4.02321360566679
2021-07-01 4.02330920080307
2021-08-01 4.15201215123060
2021-09-01 4.18023043094407
2021-10-01 4.42120410466698
2021-11-01 4.29057330332039
2021-12-01 4.12831886850050
2022-01-01 4.28492239135382
2022-02-01 4.15845710675451
2022-03-01 4.21982745481620
2022-04-01 4.29995299157844
2022-05-01 4.36689328209026
2022-06-01 4.43705551858790
2022-07-01 4.71497613325496
2022-08-01 4.47253623739639
2022-09-01 4.60581980280077
2022-10-01 4.82470414005949
2022-11-01 4.86737524334488
2022-12-01 5.06779322257396
2023-01-01 5.04291199503093
2023-02-01 5.11387980489275
2023-03-01 5.03191446133321
2023-04-01 5.07983827420547
2023-05-01 5.03076045996616
2023-06-01 5.17912811193192
2023-07-01 5.04209867208193
2023-08-01 5.11030380242628
2023-09-01 5.23504041015991
2023-10-01 5.13722679488174
2023-11-01 5.27107027209030
2023-12-01 5.53671397488551
2024-01-01 5.61709901727174
2024-02-01 5.57573799933997
2024-03-01 5.54057521942517
2024-04-01 5.64780106223342
2024-05-01 5.68476373392528
2024-06-01 6.14883428889378
2024-07-01 5.93681906532532
2024-08-01 5.84128895965263
2024-09-01 5.85437541672494
2024-10-01 5.95403179465947
2024-11-01 5.87949319851457
2024-12-01 5.72550844022783
2025-01-01 5.69641207595697
2025-02-01 5.85442119369167
2025-03-01 5.84325011698018
2025-04-01 5.81868514241417
2025-05-01 5.95061421015703
2025-06-01 5.85190489791938
2025-07-01 6.14481631699984
2025-08-01 6.03612446764792
2025-09-01 5.76586044599930
2025-10-01 5.67949237928770
2025-11-01 5.70751978083703
2025-12-01 5.73659387731470
2026-01-01 5.80250268223011
2026-02-01 5.74523382995188
2026-03-01 5.74680733288548
2026-04-01 5.99208236496477
2026-05-01 5.82403923778582
2026-06-01 5.23863327335091

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