Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Anaheim-Santa Ana-Irvine, CA (MD)

Title All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Anaheim-Santa Ana-Irvine, CA (MD)
Series ID SMU06112446054130001SA
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 3:40 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 17.0299822805114
1990-02-01 17.1693270076244
1990-03-01 17.1674063162370
1990-04-01 17.3644054452333
1990-05-01 17.4674253283516
1990-06-01 17.3724576897151
1990-07-01 16.9755646722375
1990-08-01 16.9649087114250
1990-09-01 16.4713417056414
1990-10-01 17.1219951632324
1990-11-01 17.2634327072193
1990-12-01 17.2360958226071
1991-01-01 17.2329714947503
1991-02-01 17.2758536337985
1991-03-01 17.3592902147098
1991-04-01 17.4538341137045
1991-05-01 17.5593652483936
1991-06-01 17.5704711083986
1991-07-01 17.7852768521410
1991-08-01 17.5590467707676
1991-09-01 17.5612700883436
1991-10-01 17.6410512488850
1991-11-01 17.4805589125306
1991-12-01 17.2427354649273
1992-01-01 17.1315372065012
1992-02-01 16.9877903382474
1992-03-01 16.8365402228032
1992-04-01 16.5371209827897
1992-05-01 16.4509813681382
1992-06-01 16.3619559954351
1992-07-01 16.3938790668263
1992-08-01 16.4521747912371
1992-09-01 16.1509164709126
1992-10-01 16.0547702597982
1992-11-01 16.0127561968002
1992-12-01 16.0665125235514
1993-01-01 16.0241767810866
1993-02-01 16.0009497185331
1993-03-01 15.9184468606266
1993-04-01 15.9203596811670
1993-05-01 15.6297163860202
1993-06-01 15.6474015702757
1993-07-01 15.5998723058200
1993-08-01 15.7411554818745
1993-09-01 15.6380810125392
1993-10-01 15.5725319980730
1993-11-01 15.5485650226247
1993-12-01 15.5931619694971
1994-01-01 15.4121666661967
1994-02-01 15.4230634000217
1994-03-01 15.5210277655713
1994-04-01 15.4937720738860
1994-05-01 15.6115523213931
1994-06-01 15.4214386513654
1994-07-01 15.2976317708140
1994-08-01 15.2284509134092
1994-09-01 15.3362620685940
1994-10-01 14.9697948196278
1994-11-01 14.8801822326087
1994-12-01 15.1276514318558
1995-01-01 15.1960836644516
1995-02-01 15.4461786692305
1995-03-01 15.3527998029546
1995-04-01 14.7770455897786
1995-05-01 14.9851492552100
1995-06-01 14.9985863162737
1995-07-01 14.7797522054740
1995-08-01 14.7164721637979
1995-09-01 14.8352067829421
1995-10-01 15.0641797830027
1995-11-01 14.9988732327544
1995-12-01 14.9535049223601
1996-01-01 15.1818297895266
1996-02-01 15.2638959795290
1996-03-01 15.2845924758923
1996-04-01 15.3816635850722
1996-05-01 15.4810794112874
1996-06-01 15.2834826965165
1996-07-01 15.7510757440170
1996-08-01 15.8998607414435
1996-09-01 15.9459312698155
1996-10-01 15.9382478015748
1996-11-01 16.0017024752696
1996-12-01 16.1632672695159
1997-01-01 15.5766807502921
1997-02-01 15.6754255682304
1997-03-01 15.8158026876934
1997-04-01 16.1068170895367
1997-05-01 16.1916071482006
1997-06-01 16.2828970919364
1997-07-01 16.2253460374966
1997-08-01 16.1624436222976
1997-09-01 16.1494867047160
1997-10-01 16.3358887850914
1997-11-01 16.4020800426642
1997-12-01 16.5392682175154
1998-01-01 16.9772657211623
1998-02-01 17.1739164504556
1998-03-01 17.3237928754960
1998-04-01 17.8473538927715
1998-05-01 18.1282638525234
1998-06-01 18.3917811933899
1998-07-01 18.8133179096609
1998-08-01 18.9140834091997
1998-09-01 19.1532998551496
1998-10-01 19.3468435827583
1998-11-01 19.4018261652757
1998-12-01 19.4932987715494
1999-01-01 19.6799382229003
1999-02-01 19.8613878502400
1999-03-01 19.9101788114192
1999-04-01 19.5963602772942
1999-05-01 19.5597776132968
1999-06-01 19.5100719868674
1999-07-01 19.6207820446408
1999-08-01 19.7816823918157
1999-09-01 19.8497414619586
1999-10-01 19.9737488576994
1999-11-01 20.0973892356565
1999-12-01 20.0323173147537
2000-01-01 19.5921970527874
2000-02-01 19.6287271831634
2000-03-01 19.7700414966527
2000-04-01 20.0454205313041
2000-05-01 20.0949418949637
2000-06-01 20.2338246240224
2000-07-01 19.9468429112189
2000-08-01 20.1686616630766
2000-09-01 20.4463674452358
2000-10-01 20.0892203435814
2000-11-01 20.1795923356778
2000-12-01 20.3776785961288
2001-01-01 20.7117980908369
2001-02-01 20.7023821859141
2001-03-01 20.7478335247450
2001-04-01 20.6686435392908
2001-05-01 20.8107040159269
2001-06-01 21.0462493184185
2001-07-01 21.4772902749843
2001-08-01 21.4745106126651
2001-09-01 21.3386197284463
2001-10-01 21.1982278675606
2001-11-01 21.1594238788347
2001-12-01 21.2455091949777
2002-01-01 21.3332932242999
2002-02-01 21.2840430901539
2002-03-01 21.3460360734021
2002-04-01 21.0702404209680
2002-05-01 21.1126847848906
2002-06-01 20.9531001626314
2002-07-01 20.7880318230336
2002-08-01 20.6864654885875
2002-09-01 20.6344764449328
2002-10-01 20.8923634785825
2002-11-01 21.0428262179047
2002-12-01 20.9453586989009
2003-01-01 20.5499490106857
2003-02-01 20.5885759713936
2003-03-01 20.3647895407738
2003-04-01 20.2529971967038
2003-05-01 19.9954502758699
2003-06-01 19.8529659235168
2003-07-01 19.7734648063824
2003-08-01 19.9054768968083
2003-09-01 20.0352418654852
2003-10-01 20.0684150152831
2003-11-01 20.2358559097345
2003-12-01 20.2666846725972
2004-01-01 20.3704759139056
2004-02-01 20.4971980568417
2004-03-01 20.4904302249066
2004-04-01 20.8333002108787
2004-05-01 20.9817264791980
2004-06-01 21.1596659086157
2004-07-01 21.1452551877904
2004-08-01 21.1035626732465
2004-09-01 21.1282659196700
2004-10-01 21.0419539732364
2004-11-01 21.0360445313395
2004-12-01 20.9956442027691
2005-01-01 21.1799370993240
2005-02-01 21.3299117729124
2005-03-01 21.5262124957516
2005-04-01 21.8058009926474
2005-05-01 22.0754221765306
2005-06-01 22.2650276285838
2005-07-01 22.4044508191355
2005-08-01 22.5950107256126
2005-09-01 22.8145206994249
2005-10-01 23.1219054622013
2005-11-01 23.3393327754614
2005-12-01 23.5280301107380
2006-01-01 23.3778728779444
2006-02-01 23.6608425838017
2006-03-01 23.7565837759866
2006-04-01 23.6881209537331
2006-05-01 23.6804577084480
2006-06-01 23.5797327831223
2006-07-01 23.6601670603627
2006-08-01 23.5794366726024
2006-09-01 23.5061688096391
2006-10-01 23.6071933563045
2006-11-01 23.5394803397502
2006-12-01 23.4552088742630
2007-01-01 23.7681253313256
2007-02-01 23.9882322452253
2007-03-01 24.0683115676931
2007-04-01 24.1805395981579
2007-05-01 24.3827588067024
2007-06-01 24.5968159222452
2007-07-01 24.7252487123886
2007-08-01 24.9747707858275
2007-09-01 25.0190537413665
2007-10-01 24.8879231486560
2007-11-01 24.8287654878234
2007-12-01 24.8766223666964
2008-01-01 24.9645786867146
2008-02-01 24.7981753227800
2008-03-01 24.7677901027619
2008-04-01 24.8781176278961
2008-05-01 24.5795635763288
2008-06-01 24.5065058359398
2008-07-01 24.5154036382328
2008-08-01 24.2714306496569
2008-09-01 24.2393385229542
2008-10-01 23.8753807632787
2008-11-01 23.8195419198163
2008-12-01 23.6987827330436
2009-01-01 22.9523875001009
2009-02-01 22.6051290939283
2009-03-01 22.2641822438475
2009-04-01 21.6706451627382
2009-05-01 21.6625184756463
2009-06-01 21.4037768136287
2009-07-01 21.2150055828544
2009-08-01 20.9827493949603
2009-09-01 20.6654870245188
2009-10-01 20.8748290391475
2009-11-01 20.8064022601376
2009-12-01 21.0234774584556
2010-01-01 20.6374307823415
2010-02-01 20.6982628359877
2010-03-01 20.6674948272649
2010-04-01 20.5668972528865
2010-05-01 20.6331495608726
2010-06-01 20.5914717162728
2010-07-01 20.5276576146370
2010-08-01 20.5949566837080
2010-09-01 20.4974120570479
2010-10-01 20.7796285847288
2010-11-01 20.7957910750628
2010-12-01 20.8347151060805
2011-01-01 21.0217632221730
2011-02-01 21.0843077969533
2011-03-01 21.2695276700970
2011-04-01 21.2696910561451
2011-05-01 21.3092321385359
2011-06-01 21.3847692661303
2011-07-01 21.4455452973940
2011-08-01 21.5117897748799
2011-09-01 21.7260837700593
2011-10-01 21.2752283349241
2011-11-01 21.2765120034114
2011-12-01 21.3245934686732
2012-01-01 21.4108121405293
2012-02-01 21.3685918473435
2012-03-01 21.4766960080362
2012-04-01 21.7833658953695
2012-05-01 21.8091871131315
2012-06-01 21.6951618223922
2012-07-01 21.6671865216699
2012-08-01 21.6142388048900
2012-09-01 21.7360516967349
2012-10-01 21.6630731953049
2012-11-01 21.5503100700733
2012-12-01 21.8888969071239
2013-01-01 22.2052710645467
2013-02-01 22.2671284857167
2013-03-01 22.1896779271338
2013-04-01 22.4988574119238
2013-05-01 22.7310443684700
2013-06-01 22.9273462036629
2013-07-01 23.0833025557404
2013-08-01 23.3130484037082
2013-09-01 23.4230369605577
2013-10-01 23.6437279024808
2013-11-01 23.9100051203701
2013-12-01 24.1326507675604
2014-01-01 24.4128439079332
2014-02-01 24.6793278609616
2014-03-01 24.9174746365365
2014-04-01 25.0180137994524
2014-05-01 25.1623056596153
2014-06-01 25.3685122671059
2014-07-01 25.1873815120893
2014-08-01 25.4935550995668
2014-09-01 25.7065933120539
2014-10-01 25.9278429808882
2014-11-01 25.8686625416106
2014-12-01 26.0805864225527
2015-01-01 25.7285352767751
2015-02-01 25.6971917141405
2015-03-01 25.7337369328952
2015-04-01 25.6434351555569
2015-05-01 25.5890457311420
2015-06-01 25.6035017176810
2015-07-01 25.6780434617919
2015-08-01 25.7695687259523
2015-09-01 25.8010088713682
2015-10-01 25.9146942714730
2015-11-01 25.9418796167159
2015-12-01 26.2423684044707
2016-01-01 25.8471296631885
2016-02-01 25.8143572343053
2016-03-01 25.4410242645213
2016-04-01 25.6679275258208
2016-05-01 25.5010914987030
2016-06-01 25.3191920417442
2016-07-01 25.2491666947060
2016-08-01 25.2431174090724
2016-09-01 25.2203703582309
2016-10-01 25.0200338090963
2016-11-01 24.8342618225119
2016-12-01 24.8361465570120
2017-01-01 24.3548620336479
2017-02-01 24.5152232359995
2017-03-01 24.5395873853070
2017-04-01 24.7805587630534
2017-05-01 24.8956682785438
2017-06-01 25.0109457196640
2017-07-01 25.1115639556704
2017-08-01 25.2324845845889
2017-09-01 25.3626552113143
2017-10-01 25.2293632226023
2017-11-01 25.4464793378473
2017-12-01 25.4493545817458
2018-01-01 25.6536833245952
2018-02-01 25.7064858491691
2018-03-01 25.8389178841551
2018-04-01 25.6832097076995
2018-05-01 25.4737305376368
2018-06-01 25.6929876677918
2018-07-01 25.7675393026907
2018-08-01 25.8233195406851
2018-09-01 25.8269900628131
2018-10-01 25.8415418581698
2018-11-01 25.8625615702501
2018-12-01 25.9824839631415
2019-01-01 25.9403021192972
2019-02-01 26.0870684114393
2019-03-01 26.1333162159370
2019-04-01 26.0757500971386
2019-05-01 26.2653827606799
2019-06-01 26.3823115643756
2019-07-01 26.4269242110241
2019-08-01 26.4140037031299
2019-09-01 26.4863694860670
2019-10-01 26.6349904122530
2019-11-01 26.7762990645099
2019-12-01 26.8080507456751
2020-01-01 26.9355268210481
2020-02-01 26.9732962997853
2020-03-01 26.8337574506796
2020-04-01 25.6721550046935
2020-05-01 25.8715739987975
2020-06-01 25.5801314600790
2020-07-01 25.1896045464556
2020-08-01 25.1939329483886
2020-09-01 25.1263599637504
2020-10-01 25.3269906906234
2020-11-01 25.2773747489216
2020-12-01 25.3349430941702
2021-01-01 25.4346456312541
2021-02-01 25.4483876420115
2021-03-01 25.7497675482412
2021-04-01 26.0675955210506
2021-05-01 25.9969995875222
2021-06-01 25.8826022344391
2021-07-01 26.0658030209180
2021-08-01 26.1680767200082
2021-09-01 26.1357196318030
2021-10-01 26.3163067724867
2021-11-01 26.3768525282566
2021-12-01 26.5501838484986
2022-01-01 26.7520675110670
2022-02-01 26.8279325445676
2022-03-01 26.9663854290602
2022-04-01 27.2677134855366
2022-05-01 27.1142915969343
2022-06-01 27.1784394910882
2022-07-01 27.3537913411972
2022-08-01 27.4522561788789
2022-09-01 27.6242911827291
2022-10-01 27.3276029928391
2022-11-01 27.1752847014358
2022-12-01 26.9627847477916
2023-01-01 26.4686188880674
2023-02-01 26.5006835808543
2023-03-01 26.3743960002609
2023-04-01 26.1621439641407
2023-05-01 26.3273897990325
2023-06-01 26.7670051898098
2023-07-01 26.5574577893504
2023-08-01 26.6522921925768
2023-09-01 26.9057165406824
2023-10-01 26.6462073338040
2023-11-01 26.7794319589278
2023-12-01 26.7641378746198
2024-01-01 27.0905964649213
2024-02-01 26.9756527519870
2024-03-01 26.7694416649305
2024-04-01 26.6611536419991
2024-05-01 26.6254313370876
2024-06-01 26.6427887437311
2024-07-01 26.6685124796251
2024-08-01 26.6715631276270
2024-09-01 26.5934069691397
2024-10-01 26.5735378240830
2024-11-01 26.4856304322391
2024-12-01 26.4646186236074
2025-01-01 26.3995738134464
2025-02-01 26.5481884998382
2025-03-01 26.5612770665864
2025-04-01 26.5554332136287
2025-05-01 26.5185930738785
2025-06-01 26.4185095664228
2025-07-01 26.1839333742689
2025-08-01 25.9966973779073
2025-09-01 25.7915545089978
2025-10-01 26.0901607642081
2025-11-01 26.1946287914968
2025-12-01 26.2615628139466

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