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

Title All Employees: Education and Health Services: Private Education and Health Services in Fresno, CA (MSA)
Series ID FRES406EDUH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2026-04-01
Last Updated 2026-05-26 3:04 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
1990-01-01 27.8866276241721
1990-02-01 28.2790967402766
1990-03-01 28.5981820798761
1990-04-01 28.6690339081252
1990-05-01 28.7333393633675
1990-06-01 30.1086411132923
1990-07-01 28.6685838891509
1990-08-01 29.2559863152665
1990-09-01 29.5539111150330
1990-10-01 29.5830850021133
1990-11-01 29.6857957098794
1990-12-01 29.8510836667514
1991-01-01 30.3047938279298
1991-02-01 30.3889323405068
1991-03-01 30.4289203383694
1991-04-01 30.7710856318829
1991-05-01 30.8549752419400
1991-06-01 30.8558290873231
1991-07-01 28.1365994242499
1991-08-01 27.9633458198338
1991-09-01 28.1122475936711
1991-10-01 30.4292087854580
1991-11-01 30.7455257604507
1991-12-01 31.1164031403232
1992-01-01 31.9854467368149
1992-02-01 31.7322448283040
1992-03-01 32.1424647216795
1992-04-01 32.1014651121871
1992-05-01 32.5684104846072
1992-06-01 32.6481180400986
1992-07-01 33.7096902538163
1992-08-01 34.7492472843902
1992-09-01 31.7443173148148
1992-10-01 31.5324175647714
1992-11-01 31.9029389814213
1992-12-01 32.0758769810639
1993-01-01 32.3007355040663
1993-02-01 32.5727351511451
1993-03-01 32.4839428953299
1993-04-01 33.0060044757159
1993-05-01 32.8379650380070
1993-06-01 32.8754101409305
1993-07-01 33.3314665946318
1993-08-01 32.7502021391573
1993-09-01 32.8542300596728
1993-10-01 33.0967354236008
1993-11-01 33.0719215237706
1993-12-01 33.4442858448243
1994-01-01 32.8136487554775
1994-02-01 32.7255217851240
1994-03-01 32.9620941873456
1994-04-01 32.8373343102408
1994-05-01 33.0563929982540
1994-06-01 33.0635024279046
1994-07-01 33.3120959363936
1994-08-01 33.2303397360549
1994-09-01 32.8526289039489
1994-10-01 33.2468470243503
1994-11-01 33.3031777476069
1994-12-01 33.5400436602589
1995-01-01 33.6758132363680
1995-02-01 33.9438091032205
1995-03-01 33.9634917777414
1995-04-01 33.8695595437813
1995-05-01 34.1125918535677
1995-06-01 34.3524053255596
1995-07-01 34.3328584647504
1995-08-01 34.7575191296247
1995-09-01 35.6873544224367
1995-10-01 35.4055308789069
1995-11-01 35.4753642093804
1995-12-01 35.4813850240074
1996-01-01 35.7131048604941
1996-02-01 35.6493542728704
1996-03-01 35.6928466146733
1996-04-01 35.8588967975808
1996-05-01 36.0110827146822
1996-06-01 36.5855580163882
1996-07-01 37.3358602454047
1996-08-01 37.2275175420347
1996-09-01 37.4874842246347
1996-10-01 37.9808835930468
1996-11-01 38.4605347518896
1996-12-01 39.0324200448988
1997-01-01 39.0478013105003
1997-02-01 37.6192723254223
1997-03-01 37.7915611960209
1997-04-01 38.2429435049898
1997-05-01 38.2859567602272
1997-06-01 38.1872333576200
1997-07-01 38.5771818173292
1997-08-01 38.2741215606684
1997-09-01 38.1921349142093
1997-10-01 37.9429519272548
1997-11-01 37.8921767799756
1997-12-01 38.0288818336017
1998-01-01 38.2527878475372
1998-02-01 38.6228578936221
1998-03-01 38.8112313116388
1998-04-01 38.5612235244334
1998-05-01 38.9925316397958
1998-06-01 38.9219553726400
1998-07-01 40.6715916333926
1998-08-01 41.2192531737640
1998-09-01 40.7833296835231
1998-10-01 40.6268314880210
1998-11-01 40.7291209071621
1998-12-01 40.7500509332965
1999-01-01 40.6871102404565
1999-02-01 40.5155075970010
1999-03-01 40.5560309690372
1999-04-01 40.8426052753863
1999-05-01 40.5808502318715
1999-06-01 44.0023536726617
1999-07-01 43.4441700215071
1999-08-01 44.1394837930123
1999-09-01 42.6267656927693
1999-10-01 41.8181791957205
1999-11-01 40.9753102084003
1999-12-01 40.9940883823624
2000-01-01 40.8744237370744
2000-02-01 40.7871888939044
2000-03-01 40.4055288763411
2000-04-01 40.1011708132774
2000-05-01 40.1172299486617
2000-06-01 40.5126357061286
2000-07-01 40.1162667621685
2000-08-01 39.8422045175080
2000-09-01 40.3710902355956
2000-10-01 40.8678969037766
2000-11-01 41.1810063392511
2000-12-01 41.5148234516297
2001-01-01 41.8220129084309
2001-02-01 41.9202365917931
2001-03-01 42.1069064514433
2001-04-01 42.3739720745609
2001-05-01 42.5016535589027
2001-06-01 42.5550466886482
2001-07-01 42.6660087315936
2001-08-01 42.9340116058546
2001-09-01 43.2562898513295
2001-10-01 43.5971776382328
2001-11-01 44.1004270813078
2001-12-01 44.6062111741014
2002-01-01 44.4790185443591
2002-02-01 44.7225766434757
2002-03-01 45.1293722862463
2002-04-01 45.4407507572116
2002-05-01 45.7481535263937
2002-06-01 46.0297586936916
2002-07-01 46.3586203711139
2002-08-01 46.3525264018073
2002-09-01 46.5643266736913
2002-10-01 46.5046097711074
2002-11-01 46.5522546726906
2002-12-01 46.5110988447592
2003-01-01 46.7328127094942
2003-02-01 46.8457323302172
2003-03-01 47.2087738744041
2003-04-01 47.5294352920571
2003-05-01 48.0375634027315
2003-06-01 48.4142748289123
2003-07-01 48.4488608638334
2003-08-01 48.6382009949311
2003-09-01 49.0170828448106
2003-10-01 49.6836426434893
2003-11-01 49.8470636920989
2003-12-01 50.2597730075926
2004-01-01 50.5381526594991
2004-02-01 50.7559542744422
2004-03-01 50.5232327058998
2004-04-01 50.0320955535613
2004-05-01 50.2382924106700
2004-06-01 50.3179451051568
2004-07-01 50.6689046671995
2004-08-01 50.9240741339270
2004-09-01 51.0128222409406
2004-10-01 51.6085781026311
2004-11-01 51.4609181976807
2004-12-01 51.5961936402814
2005-01-01 51.4897339767773
2005-02-01 51.4152560853372
2005-03-01 51.2484164404157
2005-04-01 51.8152496451374
2005-05-01 51.9575618524458
2005-06-01 52.0515478011363
2005-07-01 52.0753943618981
2005-08-01 52.3663162161793
2005-09-01 52.9854556578290
2005-10-01 52.8749281570459
2005-11-01 52.5512861679649
2005-12-01 52.6134542352024
2006-01-01 52.6001428820569
2006-02-01 52.6684508073750
2006-03-01 52.7548864683561
2006-04-01 52.3592767458330
2006-05-01 52.9992819242854
2006-06-01 53.1232049835951
2006-07-01 53.4438346836249
2006-08-01 53.2028373944650
2006-09-01 53.4825417981912
2006-10-01 53.5339513770981
2006-11-01 53.9831189285250
2006-12-01 53.9663317290615
2007-01-01 54.3250543867952
2007-02-01 54.4169916857000
2007-03-01 54.3151748616659
2007-04-01 54.4004577787543
2007-05-01 54.4641189421983
2007-06-01 54.7284163364187
2007-07-01 55.0758610748047
2007-08-01 55.4519925874507
2007-09-01 55.6328414754939
2007-10-01 55.7836472893135
2007-11-01 55.7413131419588
2007-12-01 55.9834713696710
2008-01-01 56.1553325458942
2008-02-01 56.4736911885000
2008-03-01 56.8644337551632
2008-04-01 57.2257844487073
2008-05-01 57.4167262850575
2008-06-01 57.5638834719737
2008-07-01 57.4835913137520
2008-08-01 57.7215275656836
2008-09-01 57.1040583918972
2008-10-01 57.6693547743105
2008-11-01 57.7574471051868
2008-12-01 58.1558289031006
2009-01-01 58.2518731329305
2009-02-01 58.4756502178030
2009-03-01 58.4886593348803
2009-04-01 58.2628437356055
2009-05-01 58.4193216117939
2009-06-01 58.3541235030246
2009-07-01 57.9569097232805
2009-08-01 57.8942820412939
2009-09-01 58.0316639615834
2009-10-01 58.7302323237692
2009-11-01 58.6509894148777
2009-12-01 58.3440601663211
2010-01-01 58.2391639553813
2010-02-01 58.1173374105417
2010-03-01 57.8065443005333
2010-04-01 58.0976318505881
2010-05-01 58.1898134954364
2010-06-01 58.1815756628017
2010-07-01 58.5589044134372
2010-08-01 58.5197122160017
2010-09-01 58.6150326563871
2010-10-01 58.6016318670637
2010-11-01 58.6894803182425
2010-12-01 58.7720755713071
2011-01-01 58.7028803945743
2011-02-01 58.5645425726620
2011-03-01 59.0850016636061
2011-04-01 58.9651525309173
2011-05-01 58.8022421244479
2011-06-01 58.7860725657980
2011-07-01 58.9828420450880
2011-08-01 59.0110331498528
2011-09-01 59.2059418516571
2011-10-01 58.9904461775447
2011-11-01 59.1261310048608
2011-12-01 59.3160974997535
2012-01-01 59.5011781603212
2012-02-01 60.2982520363750
2012-03-01 60.1134621773170
2012-04-01 59.8786732000749
2012-05-01 60.0047156289707
2012-06-01 60.2811324363735
2012-07-01 59.9973246743216
2012-08-01 60.4533662375945
2012-09-01 60.5439559089867
2012-10-01 60.5977659015331
2012-11-01 60.7550117442865
2012-12-01 61.0464469908893
2013-01-01 61.6941877207929
2013-02-01 62.4494747067058
2013-03-01 62.2185414611234
2013-04-01 62.4042307567688
2013-05-01 62.6392972689317
2013-06-01 62.7134677613641
2013-07-01 62.3610634921009
2013-08-01 62.5729919651802
2013-09-01 62.5932459502693
2013-10-01 63.1357219197248
2013-11-01 63.3229006600994
2013-12-01 63.3380072897214
2014-01-01 63.0455539533136
2014-02-01 63.1166996044862
2014-03-01 63.2974557820306
2014-04-01 64.1541213218860
2014-05-01 64.1234590171412
2014-06-01 64.0747758058358
2014-07-01 64.4445110795701
2014-08-01 64.6315014231524
2014-09-01 64.7786651550671
2014-10-01 65.1201371044430
2014-11-01 65.3225382562551
2014-12-01 65.5327980824988
2015-01-01 65.9870749797582
2015-02-01 66.1770148943505
2015-03-01 66.4813703076021
2015-04-01 66.8041651373142
2015-05-01 66.8752193239412
2015-06-01 67.3231010426282
2015-07-01 67.8929047733325
2015-08-01 68.2709316400098
2015-09-01 68.6129815619926
2015-10-01 69.0701971159472
2015-11-01 69.2339320488819
2015-12-01 69.5235686877505
2016-01-01 69.8620185664707
2016-02-01 70.2995056842530
2016-03-01 70.7328369855170
2016-04-01 71.0060570405377
2016-05-01 71.2864214555514
2016-06-01 71.6083055322572
2016-07-01 71.6822616662583
2016-08-01 72.0326309190782
2016-09-01 72.4569275779995
2016-10-01 72.4948029863391
2016-11-01 72.8325477391938
2016-12-01 73.3140341203578
2017-01-01 73.5925164149081
2017-02-01 74.0224842193966
2017-03-01 74.2494709842941
2017-04-01 75.4013911393174
2017-05-01 74.9645972673335
2017-06-01 75.3822149241694
2017-07-01 76.1045218607801
2017-08-01 76.3631537903301
2017-09-01 76.7511677600264
2017-10-01 76.0193369832341
2017-11-01 76.4696997408355
2017-12-01 76.5887627146580
2018-01-01 76.8012565601122
2018-02-01 77.0419171297908
2018-03-01 77.5719821853545
2018-04-01 77.1321859876233
2018-05-01 77.3756909491725
2018-06-01 77.6178434112633
2018-07-01 77.7893234681859
2018-08-01 78.0817828111316
2018-09-01 78.1687994654283
2018-10-01 78.6992257210993
2018-11-01 79.1875317743544
2018-12-01 79.4529384477200
2019-01-01 79.7561317451205
2019-02-01 79.9710996043947
2019-03-01 80.7309438217608
2019-04-01 80.9316954910985
2019-05-01 80.9815881750594
2019-06-01 81.1819203398200
2019-07-01 81.3882058618360
2019-08-01 81.6404983552480
2019-09-01 81.9858305328486
2019-10-01 81.8166806431913
2019-11-01 82.4129368484618
2019-12-01 82.7150935144535
2020-01-01 82.9140561753459
2020-02-01 83.1589067631500
2020-03-01 83.1326193637131
2020-04-01 76.6521241464653
2020-05-01 77.6540861872573
2020-06-01 79.3511589038708
2020-07-01 79.6975449354463
2020-08-01 80.0238885918077
2020-09-01 80.5025331072728
2020-10-01 80.8968045825296
2020-11-01 80.9536261767571
2020-12-01 81.3739609998415
2021-01-01 82.0075004438686
2021-02-01 82.3486924459897
2021-03-01 82.6079447548740
2021-04-01 83.1111248095163
2021-05-01 83.4484429354482
2021-06-01 83.7653464005710
2021-07-01 84.0824918972857
2021-08-01 84.4684012131327
2021-09-01 84.5185224148881
2021-10-01 85.1261359867251
2021-11-01 85.4134397762558
2021-12-01 85.6381062605607
2022-01-01 85.8299323012818
2022-02-01 86.1394194379141
2022-03-01 86.9759718396868
2022-04-01 86.9383711679027
2022-05-01 87.4303097765729
2022-06-01 87.6482924864688
2022-07-01 88.1351019346802
2022-08-01 88.4621222147768
2022-09-01 89.2272314443804
2022-10-01 89.6531040048892
2022-11-01 90.3245568881140
2022-12-01 90.7644881045695
2023-01-01 90.5587124466974
2023-02-01 91.2118800914628
2023-03-01 91.5538862133675
2023-04-01 91.6920556243661
2023-05-01 91.9134726775011
2023-06-01 92.3726201207692
2023-07-01 92.4407354743650
2023-08-01 93.3670217297660
2023-09-01 94.3726117644829
2023-10-01 94.8690188417489
2023-11-01 95.3247774223283
2023-12-01 96.1575861166421
2024-01-01 96.9685686696289
2024-02-01 97.3744977189375
2024-03-01 97.9645486710282
2024-04-01 98.7945813928330
2024-05-01 99.4355994437345
2024-06-01 100.0561878927690
2024-07-01 100.6264012319420
2024-08-01 101.3134706281420
2024-09-01 101.6641835107030
2024-10-01 102.1413160557840
2024-11-01 102.7452712937090
2024-12-01 103.0883267340410
2025-01-01 103.7109681819970
2025-02-01 104.3115048115490
2025-03-01 104.6200024568050
2025-04-01 104.9852862448880
2025-05-01 105.4605992153530
2025-06-01 104.7517402406370
2025-07-01 106.4294589251700
2025-08-01 107.1890445347720
2025-09-01 106.8650411576980
2025-10-01 107.1751367616740
2025-11-01 107.7541134333300
2025-12-01 108.3725389241510
2026-01-01 108.9522761432800
2026-02-01 109.6860076068960
2026-03-01 110.3272024643070
2026-04-01 111.0883783593410

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