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 2026-04-01
Last Updated 2026-05-26 2:29 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 35.3312856541121
1990-02-01 35.0835763179436
1990-03-01 35.4248343818067
1990-04-01 35.4055783528699
1990-05-01 35.4909348482712
1990-06-01 35.6745920561664
1990-07-01 36.1597820712697
1990-08-01 36.1916556870976
1990-09-01 36.3398827713544
1990-10-01 35.9654473686572
1990-11-01 36.0669028628505
1990-12-01 35.8584958613138
1991-01-01 36.2626896552471
1991-02-01 35.6683065015880
1991-03-01 35.6202138689744
1991-04-01 35.6939470694657
1991-05-01 35.7868921967372
1991-06-01 35.7533145704061
1991-07-01 35.7748233772705
1991-08-01 35.6936909414042
1991-09-01 35.8452644551368
1991-10-01 36.0725534720292
1991-11-01 35.5862324433839
1991-12-01 35.4492139430463
1992-01-01 35.7207279533708
1992-02-01 35.5282439254832
1992-03-01 35.2159352359722
1992-04-01 34.9706167590786
1992-05-01 34.8727713331676
1992-06-01 34.6920261567464
1992-07-01 34.6159901704555
1992-08-01 34.6053809108791
1992-09-01 34.5657818550493
1992-10-01 35.1757389717629
1992-11-01 35.1125457470081
1992-12-01 35.1336122851112
1993-01-01 34.9896194905344
1993-02-01 35.2902157843635
1993-03-01 35.5148307378573
1993-04-01 35.7505794403050
1993-05-01 35.7422255414149
1993-06-01 35.7197366509948
1993-07-01 35.7479585165945
1993-08-01 35.6906871621227
1993-09-01 35.6994250917660
1993-10-01 35.6952188061804
1993-11-01 35.4341422838152
1993-12-01 35.7343068859407
1994-01-01 35.6688274538169
1994-02-01 35.6799181641418
1994-03-01 36.2132481648757
1994-04-01 35.5261290378992
1994-05-01 35.4959986708789
1994-06-01 35.6347245383058
1994-07-01 35.6598470958260
1994-08-01 35.7561684827677
1994-09-01 35.9438626176030
1994-10-01 35.9120584636051
1994-11-01 36.1712820519874
1994-12-01 36.4502484877173
1995-01-01 36.3163157554116
1995-02-01 37.0157349332378
1995-03-01 37.1085530701225
1995-04-01 37.6240800943259
1995-05-01 37.3512675523145
1995-06-01 37.8635315892691
1995-07-01 37.7217578558895
1995-08-01 38.0857421511067
1995-09-01 38.1819398239837
1995-10-01 38.9319572155518
1995-11-01 39.2101661826044
1995-12-01 39.1981358048373
1996-01-01 38.9471767932171
1996-02-01 39.0912429124265
1996-03-01 39.0087470293067
1996-04-01 39.5184374930652
1996-05-01 39.2163986664212
1996-06-01 38.8809681916337
1996-07-01 38.9562539224841
1996-08-01 38.9216175953075
1996-09-01 38.7216627135815
1996-10-01 38.4294198073821
1996-11-01 38.5620174239976
1996-12-01 38.5630863723851
1997-01-01 39.0499505194330
1997-02-01 39.2809715091967
1997-03-01 39.6063545300573
1997-04-01 39.9242733492737
1997-05-01 40.2820481214776
1997-06-01 40.4144971926250
1997-07-01 40.5697128361435
1997-08-01 40.7519724000411
1997-09-01 40.6578896967792
1997-10-01 41.1400167570183
1997-11-01 41.4200805414589
1997-12-01 41.7439601198944
1998-01-01 41.9415146784442
1998-02-01 41.9687530756321
1998-03-01 42.0814936347147
1998-04-01 41.9019999775226
1998-05-01 41.9552879702421
1998-06-01 42.0460261953447
1998-07-01 42.3133584866997
1998-08-01 42.4204662131580
1998-09-01 42.4982218723479
1998-10-01 42.5470203619494
1998-11-01 42.2733671703767
1998-12-01 42.2059920821736
1999-01-01 42.0285991388191
1999-02-01 42.0164390117852
1999-03-01 41.9496947294651
1999-04-01 42.5676691103331
1999-05-01 42.6323546495464
1999-06-01 43.0028342626415
1999-07-01 43.1957971619014
1999-08-01 43.2300113721493
1999-09-01 43.4173332136114
1999-10-01 43.7624945358725
1999-11-01 43.8078336778954
1999-12-01 44.0509010712266
2000-01-01 44.2144405562333
2000-02-01 44.1315162621920
2000-03-01 44.6139412105347
2000-04-01 43.9019770043146
2000-05-01 43.6156294965218
2000-06-01 44.3622615267582
2000-07-01 44.6395468408248
2000-08-01 44.5986282134418
2000-09-01 44.8463185882987
2000-10-01 44.0670967888294
2000-11-01 44.0004003190131
2000-12-01 44.1556209805159
2001-01-01 44.9953132294588
2001-02-01 45.1158437955548
2001-03-01 45.4896764216345
2001-04-01 45.4503754694339
2001-05-01 45.3809663534748
2001-06-01 45.3619591051728
2001-07-01 45.0978068667775
2001-08-01 45.1909336193595
2001-09-01 45.1668080812642
2001-10-01 45.0838449736994
2001-11-01 45.0764684007348
2001-12-01 44.8415948220579
2002-01-01 44.6549591900816
2002-02-01 45.0921808563626
2002-03-01 44.9666675010745
2002-04-01 45.3924186815241
2002-05-01 45.5593236912357
2002-06-01 45.3711160566064
2002-07-01 45.9865046203988
2002-08-01 46.1916637783683
2002-09-01 46.5929601578789
2002-10-01 46.7952004588464
2002-11-01 46.8292727964523
2002-12-01 46.8870242968789
2003-01-01 46.9148174160492
2003-02-01 46.7541403696575
2003-03-01 46.7667903959718
2003-04-01 46.6644470105965
2003-05-01 46.5500819271480
2003-06-01 46.8025587747110
2003-07-01 46.2570976635934
2003-08-01 46.4812709390789
2003-09-01 46.5035488895317
2003-10-01 46.7966500000630
2003-11-01 46.9936717830783
2003-12-01 47.1176320212724
2004-01-01 47.1725270214095
2004-02-01 47.1254533394914
2004-03-01 47.2588289712072
2004-04-01 47.2461100150144
2004-05-01 47.5770290438461
2004-06-01 47.4312009806793
2004-07-01 47.7180839034361
2004-08-01 47.3537143156870
2004-09-01 47.4384680654780
2004-10-01 47.3646705036717
2004-11-01 47.3521716225662
2004-12-01 47.4472201287700
2005-01-01 47.7304128228208
2005-02-01 47.8997062215578
2005-03-01 48.0597763211511
2005-04-01 48.3635780819163
2005-05-01 48.1822739275781
2005-06-01 48.4766869963869
2005-07-01 48.2509590354895
2005-08-01 48.7179810725344
2005-09-01 48.7816858215321
2005-10-01 48.5155833110543
2005-11-01 48.7147199313030
2005-12-01 48.6903114740439
2006-01-01 47.8943972420204
2006-02-01 48.1861049986138
2006-03-01 47.8546999623524
2006-04-01 47.7631578547517
2006-05-01 47.7969957478761
2006-06-01 47.8103972988371
2006-07-01 47.8060902092098
2006-08-01 47.7772614302419
2006-09-01 47.8340512157606
2006-10-01 47.3358632523864
2006-11-01 47.2619720863984
2006-12-01 47.3455538615151
2007-01-01 47.3721787749645
2007-02-01 47.4809751972292
2007-03-01 47.5847886918604
2007-04-01 47.2477666164122
2007-05-01 47.0822023396533
2007-06-01 47.2433527492859
2007-07-01 47.4602093786657
2007-08-01 47.4392762532139
2007-09-01 47.2576981224330
2007-10-01 47.6570871089741
2007-11-01 47.5237652186941
2007-12-01 47.4331059054444
2008-01-01 47.5612788860946
2008-02-01 47.4779918163305
2008-03-01 47.4113944394932
2008-04-01 47.2026580150848
2008-05-01 47.3796030951270
2008-06-01 46.7714003089400
2008-07-01 46.4992375052626
2008-08-01 45.8828672356937
2008-09-01 45.6624569015162
2008-10-01 45.9995773943802
2008-11-01 45.4083319756549
2008-12-01 45.1599205373638
2009-01-01 44.5473250485777
2009-02-01 44.1723215080849
2009-03-01 43.9423735584513
2009-04-01 42.1551462700032
2009-05-01 41.9469506708398
2009-06-01 41.9941231729982
2009-07-01 41.7141965876421
2009-08-01 41.8132383226330
2009-09-01 41.6334006070788
2009-10-01 42.4917877080033
2009-11-01 42.4276373970525
2009-12-01 42.5016125087256
2010-01-01 42.3571067206996
2010-02-01 41.2575526439522
2010-03-01 41.4570967767478
2010-04-01 42.2850505324175
2010-05-01 42.2407798644398
2010-06-01 42.2941273962846
2010-07-01 42.1109742635554
2010-08-01 42.3148777070118
2010-09-01 42.4854462699213
2010-10-01 42.4352812926118
2010-11-01 42.4718570854944
2010-12-01 42.3437025535371
2011-01-01 42.5694569275821
2011-02-01 42.9459382044764
2011-03-01 42.9656501820872
2011-04-01 43.1249699331731
2011-05-01 43.1313152661657
2011-06-01 43.0753539302667
2011-07-01 43.5962535235634
2011-08-01 43.5997738378784
2011-09-01 43.6277296806519
2011-10-01 43.3055841793108
2011-11-01 43.3276993286390
2011-12-01 43.5832333182174
2012-01-01 44.0930427493197
2012-02-01 44.3281447786168
2012-03-01 44.5579844928739
2012-04-01 44.0874997334775
2012-05-01 44.5272287834006
2012-06-01 44.5628807281505
2012-07-01 44.5546883746172
2012-08-01 44.6789013979869
2012-09-01 44.7989979776948
2012-10-01 45.0623110176004
2012-11-01 45.0747749021631
2012-12-01 45.2113554051263
2013-01-01 45.0035568033485
2013-02-01 45.1207465437514
2013-03-01 45.2548958501396
2013-04-01 45.3829743258124
2013-05-01 45.3061725516876
2013-06-01 45.5530930537524
2013-07-01 45.6251522574195
2013-08-01 45.6663258580966
2013-09-01 45.8021270296407
2013-10-01 45.7685446279947
2013-11-01 46.0918736553217
2013-12-01 46.3038564549538
2014-01-01 46.4228632291503
2014-02-01 46.5414548110481
2014-03-01 46.7705643421692
2014-04-01 46.9929851961527
2014-05-01 47.0874848460568
2014-06-01 47.3475098320864
2014-07-01 47.3946868764139
2014-08-01 47.5596084279472
2014-09-01 47.7229089918181
2014-10-01 47.6417096577944
2014-11-01 47.7920163532443
2014-12-01 47.8769333299206
2015-01-01 48.2255272105029
2015-02-01 48.3786884396978
2015-03-01 48.4122665834626
2015-04-01 48.5118794186653
2015-05-01 48.8798089446085
2015-06-01 48.8398495625589
2015-07-01 48.9664011673958
2015-08-01 49.0548133253859
2015-09-01 49.1407016695803
2015-10-01 49.3857140081020
2015-11-01 49.5814363783203
2015-12-01 49.4675500040768
2016-01-01 49.8312998718500
2016-02-01 50.6072872236383
2016-03-01 50.1531453204516
2016-04-01 50.2439898560435
2016-05-01 50.2820098389251
2016-06-01 49.8496368010831
2016-07-01 50.5118882857790
2016-08-01 50.7251960795500
2016-09-01 50.7607271115146
2016-10-01 50.9423614966678
2016-11-01 50.7908694909741
2016-12-01 50.6762437106696
2017-01-01 49.9312942430217
2017-02-01 50.2133668498093
2017-03-01 50.6755956480857
2017-04-01 50.3737590938423
2017-05-01 50.4000620958975
2017-06-01 50.2760447660700
2017-07-01 49.8552729665031
2017-08-01 50.1750810744840
2017-09-01 50.2815536666476
2017-10-01 50.2926553459952
2017-11-01 50.4000996400585
2017-12-01 50.7018473830298
2018-01-01 50.8466043107806
2018-02-01 50.9352642638743
2018-03-01 50.8715811129328
2018-04-01 51.1814739133625
2018-05-01 51.3145772241729
2018-06-01 51.7243329131116
2018-07-01 51.4926864360489
2018-08-01 51.3177610037618
2018-09-01 51.6070964549902
2018-10-01 51.6570997699132
2018-11-01 51.7048022371917
2018-12-01 51.5241492682790
2019-01-01 51.4813835940421
2019-02-01 51.5502461952303
2019-03-01 51.5649312548758
2019-04-01 51.3616069308691
2019-05-01 51.4240228131614
2019-06-01 51.7726267750563
2019-07-01 51.9469915844458
2019-08-01 52.2946549437544
2019-09-01 52.2287208845969
2019-10-01 52.4043941962991
2019-11-01 52.7797269250600
2019-12-01 52.8538250935450
2020-01-01 54.4359020360384
2020-02-01 54.9638270145173
2020-03-01 53.2400718458987
2020-04-01 34.3544761424767
2020-05-01 36.4197009467597
2020-06-01 40.2223616906476
2020-07-01 41.7252557917397
2020-08-01 38.8763398446184
2020-09-01 42.5477885223689
2020-10-01 44.6673214591734
2020-11-01 45.2442661168225
2020-12-01 42.7605182581074
2021-01-01 40.4901415707301
2021-02-01 44.0618745819689
2021-03-01 45.1247771509679
2021-04-01 46.0396421618726
2021-05-01 46.8142900176296
2021-06-01 47.3741480203837
2021-07-01 48.3284560399432
2021-08-01 48.9820212701026
2021-09-01 48.9800881910746
2021-10-01 50.5201582178456
2021-11-01 51.0793847674925
2021-12-01 51.5405751468383
2022-01-01 51.6336107953769
2022-02-01 52.1799599776915
2022-03-01 52.0106181782109
2022-04-01 53.1324289720416
2022-05-01 53.3066173051363
2022-06-01 53.5128419428121
2022-07-01 52.7542470717903
2022-08-01 53.1878894621026
2022-09-01 53.6129172151272
2022-10-01 54.0123190684088
2022-11-01 54.0103371011333
2022-12-01 54.1113767719442
2023-01-01 54.2460034469083
2023-02-01 54.5609839389761
2023-03-01 54.7088818351027
2023-04-01 54.4348226473825
2023-05-01 54.8116309469412
2023-06-01 55.1255843691703
2023-07-01 55.3922179709222
2023-08-01 55.8193447789492
2023-09-01 56.1484259035894
2023-10-01 55.6147133360518
2023-11-01 55.7473617111277
2023-12-01 55.8921736348860
2024-01-01 56.7184800233478
2024-02-01 56.0280367363424
2024-03-01 55.9955529623195
2024-04-01 56.1658344686688
2024-05-01 56.0302332756827
2024-06-01 55.4270994870003
2024-07-01 56.0345123137816
2024-08-01 55.9158410992495
2024-09-01 55.7654002076023
2024-10-01 56.2600571318726
2024-11-01 56.2171170775411
2024-12-01 56.1892359491959
2025-01-01 55.6597129704812
2025-02-01 55.3791235725088
2025-03-01 55.4862252238387
2025-04-01 55.6880287170715
2025-05-01 55.7510599662485
2025-06-01 55.8387033380128
2025-07-01 55.6621670179006
2025-08-01 55.8096143556853
2025-09-01 55.6863168958463
2025-10-01 55.1905574482421
2025-11-01 55.7030765767936
2025-12-01 55.5869409432056
2026-01-01 56.8023150036372
2026-02-01 56.4621669107986
2026-03-01 56.1798929930507
2026-04-01 55.4968395681882

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