Table Data - All Employees: Other Services in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Other Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112448000000001SA
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 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
1990-01-01 35.3312856546459
1990-02-01 35.0835763244329
1990-03-01 35.4248343895866
1990-04-01 35.4055783587420
1990-05-01 35.4909348503758
1990-06-01 35.6745920549440
1990-07-01 36.1597820685153
1990-08-01 36.1916556852878
1990-09-01 36.3398827669532
1990-10-01 35.9654473632771
1990-11-01 36.0669028566408
1990-12-01 35.8584958545734
1991-01-01 36.2626896538289
1991-02-01 35.6683065115835
1991-03-01 35.6202138865661
1991-04-01 35.6939470822031
1991-05-01 35.7868922011784
1991-06-01 35.7533145662555
1991-07-01 35.7748233686971
1991-08-01 35.6936909348909
1991-09-01 35.8452644492241
1991-10-01 36.0725534614911
1991-11-01 35.5862324254932
1991-12-01 35.4492139239449
1992-01-01 35.7207279509678
1992-02-01 35.5282439311943
1992-03-01 35.2159352655052
1992-04-01 34.9706168468289
1992-05-01 34.8727713738185
1992-06-01 34.6920260959596
1992-07-01 34.6159901730963
1992-08-01 34.6053808932046
1992-09-01 34.5657817970268
1992-10-01 35.1757389367220
1992-11-01 35.1125457109658
1992-12-01 35.1336122596516
1993-01-01 34.9896194916893
1993-02-01 35.2902157803719
1993-03-01 35.5148307657178
1993-04-01 35.7505797346924
1993-05-01 35.7422256182612
1993-06-01 35.7197365379695
1993-07-01 35.7479585158557
1993-08-01 35.6906870895316
1993-09-01 35.6994249224824
1993-10-01 35.6952187090479
1993-11-01 35.4341422318694
1993-12-01 35.7343068783046
1994-01-01 35.6688274741071
1994-02-01 35.6799181372440
1994-03-01 36.2132482088140
1994-04-01 35.5261296145292
1994-05-01 35.4959988684060
1994-06-01 35.6347245069167
1994-07-01 35.6598472823995
1994-08-01 35.7561685276303
1994-09-01 35.9438613265593
1994-10-01 35.9120579855843
1994-11-01 36.1712814725494
1994-12-01 36.4502481898887
1995-01-01 36.3163161156045
1995-02-01 37.0157359694237
1995-03-01 37.1085549647468
1995-04-01 37.6240824248673
1995-05-01 37.3512679950133
1995-06-01 37.8635302678797
1995-07-01 37.7217559404426
1995-08-01 38.0857403534579
1995-09-01 38.1819365588172
1995-10-01 38.9319564571555
1995-11-01 39.2101654380305
1995-12-01 39.1981356400299
1996-01-01 38.9471787424523
1996-02-01 39.0912471184967
1996-03-01 39.0087535336191
1996-04-01 39.5184441170042
1996-05-01 39.2163992924465
1996-06-01 38.8809624372930
1996-07-01 38.9562453502795
1996-08-01 38.9216106015098
1996-09-01 38.7216566693816
1996-10-01 38.4294201378086
1996-11-01 38.5620183703457
1996-12-01 38.5630861547727
1997-01-01 39.0499542930735
1997-02-01 39.2809788674718
1997-03-01 39.6063704027328
1997-04-01 39.9242865075105
1997-05-01 40.2820581260210
1997-06-01 40.4145056806704
1997-07-01 40.5696410348546
1997-08-01 40.7519756003420
1997-09-01 40.6578851412942
1997-10-01 41.1400104301408
1997-11-01 41.4200825340729
1997-12-01 41.7439631211030
1998-01-01 41.9415250368737
1998-02-01 41.9687717948288
1998-03-01 42.0815343734060
1998-04-01 41.9020320804117
1998-05-01 41.9553068478844
1998-06-01 42.0460340509175
1998-07-01 42.3132010641250
1998-08-01 42.4204605465170
1998-09-01 42.4982101131245
1998-10-01 42.5470073607765
1998-11-01 42.2733740474849
1998-12-01 42.2060014101576
1999-01-01 42.0286372414022
1999-02-01 42.0164953993112
1999-03-01 41.9498000304890
1999-04-01 42.5677382104921
1999-05-01 42.6323502413209
1999-06-01 43.0028658416001
1999-07-01 43.1954649942085
1999-08-01 43.2299367334242
1999-09-01 43.4173014715440
1999-10-01 43.7624907905199
1999-11-01 43.8078577682712
1999-12-01 44.0509248240794
2000-01-01 44.2145483379758
2000-02-01 44.1316694358461
2000-03-01 44.6141553554056
2000-04-01 43.9021523591237
2000-05-01 43.6157114453630
2000-06-01 44.3622596627221
2000-07-01 44.6385243198179
2000-08-01 44.5985847982185
2000-09-01 44.8463241444755
2000-10-01 44.0671410611194
2000-11-01 44.0004824567767
2000-12-01 44.1557077055964
2001-01-01 44.9955385279712
2001-02-01 45.1161439559234
2001-03-01 45.4900324222975
2001-04-01 45.4506933084949
2001-05-01 45.3812095788009
2001-06-01 45.3620378549237
2001-07-01 45.0954356521131
2001-08-01 45.1910200202620
2001-09-01 45.1669070955711
2001-10-01 45.0839720985545
2001-11-01 45.0766529118546
2001-12-01 44.8418161882437
2002-01-01 44.6553579398376
2002-02-01 45.0926709442467
2002-03-01 44.9671700269690
2002-04-01 45.3928988646511
2002-05-01 45.5598251301103
2002-06-01 45.3713464290124
2002-07-01 45.9822601304646
2002-08-01 46.1919756124102
2002-09-01 46.5931610437142
2002-10-01 46.7955189016128
2002-11-01 46.8294671273993
2002-12-01 46.8875035446116
2003-01-01 46.9156200800306
2003-02-01 46.7546916267602
2003-03-01 46.7673903099411
2003-04-01 46.6650494059829
2003-05-01 46.5506905758508
2003-06-01 46.8029006059279
2003-07-01 46.2515066453572
2003-08-01 46.4817049659913
2003-09-01 46.5031599395216
2003-10-01 46.7971891341069
2003-11-01 46.9939751283554
2003-12-01 47.1185900884243
2004-01-01 47.1740360707234
2004-02-01 47.1262924741259
2004-03-01 47.2599971914387
2004-04-01 47.2464927574245
2004-05-01 47.5772122955364
2004-06-01 47.4311109858738
2004-07-01 47.7115887811859
2004-08-01 47.3539986222081
2004-09-01 47.4372652845755
2004-10-01 47.3653007588891
2004-11-01 47.3526101268048
2004-12-01 47.4490451547108
2005-01-01 47.7333619279692
2005-02-01 47.9015351301049
2005-03-01 48.0618095170997
2005-04-01 48.3634291815144
2005-05-01 48.1810994036912
2005-06-01 48.4751151695027
2005-07-01 48.2438034333184
2005-08-01 48.7185995240057
2005-09-01 48.7787916974196
2005-10-01 48.5160036401450
2005-11-01 48.7154490376530
2005-12-01 48.6931277709725
2006-01-01 47.8991276853237
2006-02-01 48.1909656554435
2006-03-01 47.8618880589086
2006-04-01 47.7583765291196
2006-05-01 47.7924868017549
2006-06-01 47.8065092758245
2006-07-01 47.7985099450879
2006-08-01 47.7777791728314
2006-09-01 47.8302644430707
2006-10-01 47.3363021983663
2006-11-01 47.2633937703056
2006-12-01 47.3488526722880
2007-01-01 47.3789194611884
2007-02-01 47.4894979402633
2007-03-01 47.5984903814763
2007-04-01 47.2376739291763
2007-05-01 47.0735925309348
2007-06-01 47.2364357241191
2007-07-01 47.4523912599751
2007-08-01 47.4395364233641
2007-09-01 47.2532921492413
2007-10-01 47.6578164684296
2007-11-01 47.5261093792711
2007-12-01 47.4366760327635
2008-01-01 47.5695461581763
2008-02-01 47.4899930280717
2008-03-01 47.4316159332471
2008-04-01 47.1877000651230
2008-05-01 47.3678496115849
2008-06-01 46.7599742358974
2008-07-01 46.4918078941849
2008-08-01 45.8825589035184
2008-09-01 45.6588424973885
2008-10-01 46.0004676438614
2008-11-01 45.4129642633355
2008-12-01 45.1629303270712
2009-01-01 44.5557762674481
2009-02-01 44.1853036330374
2009-03-01 43.9662194207503
2009-04-01 42.1381207771351
2009-05-01 41.9344468949242
2009-06-01 41.9794271183403
2009-07-01 41.7071159792003
2009-08-01 41.8128752210039
2009-09-01 41.6306955626753
2009-10-01 42.4928357858863
2009-11-01 42.4340572571636
2009-12-01 42.5039381433302
2010-01-01 42.3643791983622
2010-02-01 41.2698111869149
2010-03-01 41.4822983369728
2010-04-01 42.2670715269247
2010-05-01 42.2293691092786
2010-06-01 42.2781762477466
2010-07-01 42.1051523541246
2010-08-01 42.3141687149727
2010-09-01 42.4844112439283
2010-10-01 42.4366127943638
2010-11-01 42.4796761620941
2010-12-01 42.3448076847819
2011-01-01 42.5745681881539
2011-02-01 42.9548472742908
2011-03-01 42.9875046143112
2011-04-01 43.1098797623971
2011-05-01 43.1228401382080
2011-06-01 43.0613921372855
2011-07-01 43.5919159684484
2011-08-01 43.5988301959053
2011-09-01 43.6275527843101
2011-10-01 43.3071191512617
2011-11-01 43.3349014748396
2011-12-01 43.5839471139859
2012-01-01 44.0961689516632
2012-02-01 44.3332968809704
2012-03-01 44.5731405888046
2012-04-01 44.0774434122329
2012-05-01 44.5224398610672
2012-06-01 44.5516756221189
2012-07-01 44.5524474109941
2012-08-01 44.6778620925693
2012-09-01 44.7990993162492
2012-10-01 45.0633162927761
2012-11-01 45.0811155052344
2012-12-01 45.2115227101075
2013-01-01 45.0049251344909
2013-02-01 45.1232078211840
2013-03-01 45.2633015057615
2013-04-01 45.3776038911986
2013-05-01 45.3044368393029
2013-06-01 45.5470664468699
2013-07-01 45.6233197269999
2013-08-01 45.6647220362753
2013-09-01 45.8012066197754
2013-10-01 45.7686395733193
2013-11-01 46.0953523700257
2013-12-01 46.3033046506635
2014-01-01 46.4269231568044
2014-02-01 46.5430880639170
2014-03-01 46.7734924936635
2014-04-01 46.9913774342221
2014-05-01 47.0886027183729
2014-06-01 47.3465605518507
2014-07-01 47.3937895963762
2014-08-01 47.5552945918635
2014-09-01 47.7182715600882
2014-10-01 47.6384395110500
2014-11-01 47.7915833194431
2014-12-01 47.8752454686624
2015-01-01 48.2356759832885
2015-02-01 48.3829272687370
2015-03-01 48.4117703699877
2015-04-01 48.5145508803572
2015-05-01 48.8842995027236
2015-06-01 48.8460560728061
2015-07-01 48.9711657648885
2015-08-01 49.0295338276010
2015-09-01 49.1342841042201
2015-10-01 49.3777987372293
2015-11-01 49.5755222637300
2015-12-01 49.4667158334600
2016-01-01 49.8535575205258
2016-02-01 50.6195447394839
2016-03-01 50.1526643013720
2016-04-01 50.2514488842531
2016-05-01 50.2888728038797
2016-06-01 49.8573461728574
2016-07-01 50.5186188264241
2016-08-01 50.6760965770246
2016-09-01 50.7516285820598
2016-10-01 50.9265311871826
2016-11-01 50.7667997401523
2016-12-01 50.6852335814029
2017-01-01 49.9884712719216
2017-02-01 50.2395321821058
2017-03-01 50.6820859686669
2017-04-01 50.3804150931940
2017-05-01 50.3989838773548
2017-06-01 50.2626912769814
2017-07-01 49.8632048558111
2017-08-01 50.1016579120413
2017-09-01 50.2585552806492
2017-10-01 50.2857611154148
2017-11-01 50.3592566906398
2017-12-01 50.7370111519973
2018-01-01 50.9533289271918
2018-02-01 50.9765904229416
2018-03-01 50.8866014458455
2018-04-01 51.1825803815866
2018-05-01 51.2960147497847
2018-06-01 51.6754557617112
2018-07-01 51.4813332505742
2018-08-01 51.2091631381803
2018-09-01 51.5620900823028
2018-10-01 51.6953885090198
2018-11-01 51.6665113947353
2018-12-01 51.5947977835926
2019-01-01 51.6359904336334
2019-02-01 51.6050376786576
2019-03-01 51.5836414116649
2019-04-01 51.3533644459680
2019-05-01 51.3744612165991
2019-06-01 51.6820209568962
2019-07-01 51.9138089632861
2019-08-01 52.1267580279179
2019-09-01 52.1648445680098
2019-10-01 52.5342779082106
2019-11-01 52.7653370732013
2019-12-01 52.9574962046651
2020-01-01 54.6135779645762
2020-02-01 55.0236627630931
2020-03-01 53.2543731255156
2020-04-01 34.3358258418212
2020-05-01 36.3414233562840
2020-06-01 40.1003679680308
2020-07-01 41.6560907662442
2020-08-01 38.6660675177051
2020-09-01 42.4698478626529
2020-10-01 44.8877762677608
2020-11-01 45.2682107256647
2020-12-01 42.8872607067753
2021-01-01 40.6686513434199
2021-02-01 44.1195438005457
2021-03-01 45.1347392005943
2021-04-01 46.0049778000400
2021-05-01 46.7196841675213
2021-06-01 47.2241477697658
2021-07-01 48.2356072603121
2021-08-01 48.7454242694834
2021-09-01 48.8812521026944
2021-10-01 50.8367197404182
2021-11-01 51.1395122489665
2021-12-01 51.6929359920127
2022-01-01 51.7688157628398
2022-02-01 52.2140921457086
2022-03-01 52.0304339530894
2022-04-01 53.0891425838145
2022-05-01 53.2233647573965
2022-06-01 53.3646295973852
2022-07-01 52.6132955663314
2022-08-01 52.9510194644509
2022-09-01 53.5021420153045
2022-10-01 54.3758942172656
2022-11-01 54.0956849320944
2022-12-01 54.2736637598376
2023-01-01 54.3265897130414
2023-02-01 54.5908199820524
2023-03-01 54.7594445562771
2023-04-01 54.3826226086433
2023-05-01 54.7449622474178
2023-06-01 54.9924164096294
2023-07-01 55.2162231294361
2023-08-01 55.5826238339024
2023-09-01 56.0328695675182
2023-10-01 55.9888025347771
2023-11-01 55.8296335776043
2023-12-01 56.0548143640606
2024-01-01 56.7607777982737
2024-02-01 56.0582846166366
2024-03-01 56.0853271803167
2024-04-01 56.3143276699414
2024-05-01 55.9856694658392
2024-06-01 55.2161072479541
2024-07-01 55.9152932410561
2024-08-01 55.9117501792251
2024-09-01 55.7502452185949
2024-10-01 55.8805786584768
2024-11-01 56.2785159717178
2024-12-01 56.3434755632313
2025-01-01 56.6063396125290
2025-02-01 56.5309559217090
2025-03-01 56.3142647265922
2025-04-01 56.0341132338618
2025-05-01 56.6179955841624
2025-06-01 56.8292796505544
2025-07-01 57.1232293144203
2025-08-01 57.0332189025163
2025-09-01 57.0590572942662
2025-10-01 57.1687741381080
2025-11-01 57.3388229761739
2025-12-01 57.0457182160573

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