Table Data - All Employees: Professional and Business Services: Advertising, Public Relations, and Related Services in California

Title All Employees: Professional and Business Services: Advertising, Public Relations, and Related Services in California
Series ID SMU06000006054180001SA
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 2:34 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 56.3992773587405
1990-02-01 56.5393265411348
1990-03-01 55.0393360055631
1990-04-01 53.5422005919982
1990-05-01 53.3004165815983
1990-06-01 53.8775406572784
1990-07-01 52.7753838663379
1990-08-01 53.2472380878159
1990-09-01 52.9140692096808
1990-10-01 53.7202021370965
1990-11-01 54.1951491377460
1990-12-01 54.2798522113320
1991-01-01 54.7337658591823
1991-02-01 54.8882638594700
1991-03-01 55.0239053371670
1991-04-01 53.5302882271184
1991-05-01 53.7881856993744
1991-06-01 53.1862547171920
1991-07-01 52.2954356108596
1991-08-01 53.1175811725837
1991-09-01 52.6782721066774
1991-10-01 52.0776565409934
1991-11-01 51.5562691975069
1991-12-01 51.5439087033796
1992-01-01 51.1458894900314
1992-02-01 50.8968498226693
1992-03-01 51.4259756864211
1992-04-01 51.3889332218459
1992-05-01 51.0410364403434
1992-06-01 51.0822508619933
1992-07-01 51.1611537758919
1992-08-01 51.1348384218971
1992-09-01 51.3012336049755
1992-10-01 51.5554930511110
1992-11-01 51.5019891501725
1992-12-01 51.8844268953813
1993-01-01 53.8129247713732
1993-02-01 53.2886959747234
1993-03-01 53.2688872348507
1993-04-01 54.0548172648558
1993-05-01 54.1711351308412
1993-06-01 54.2122793080479
1993-07-01 54.8353531990640
1993-08-01 54.6302696440297
1993-09-01 54.9100801305832
1993-10-01 54.9403654427739
1993-11-01 55.4515270064763
1993-12-01 55.3276298807793
1994-01-01 55.7071371426940
1994-02-01 55.4613787564987
1994-03-01 55.6121382900524
1994-04-01 54.4452041250850
1994-05-01 55.3799505869653
1994-06-01 55.5403762246197
1994-07-01 56.5097838610151
1994-08-01 56.2144030440644
1994-09-01 56.5479948858405
1994-10-01 57.3656846819550
1994-11-01 57.2279643257374
1994-12-01 57.5469326750697
1995-01-01 57.1316061815383
1995-02-01 57.5390926668558
1995-03-01 57.6503467676329
1995-04-01 58.8679210567812
1995-05-01 59.0984215710186
1995-06-01 59.8877375988125
1995-07-01 59.5170148683313
1995-08-01 60.0400919875376
1995-09-01 60.5635743342808
1995-10-01 59.0812512410825
1995-11-01 60.0242226317369
1995-12-01 59.8688395073746
1996-01-01 58.9911366494339
1996-02-01 59.9375756754232
1996-03-01 60.0192844236767
1996-04-01 60.4654510614413
1996-05-01 61.3174345289623
1996-06-01 61.5776458958192
1996-07-01 60.9822813527058
1996-08-01 61.3929265741856
1996-09-01 61.7658154360427
1996-10-01 61.2111172504698
1996-11-01 61.3537733625776
1996-12-01 60.6832058178326
1997-01-01 61.3874847296699
1997-02-01 61.9647413044653
1997-03-01 62.3678057775277
1997-04-01 60.7580792734619
1997-05-01 61.5419892916506
1997-06-01 61.5965659423268
1997-07-01 62.5057684686965
1997-08-01 62.6395382790436
1997-09-01 62.7943663206148
1997-10-01 63.5323663743686
1997-11-01 63.4837475199366
1997-12-01 64.6575204367501
1998-01-01 64.9553414613604
1998-02-01 64.4794715480804
1998-03-01 64.7202421403560
1998-04-01 65.1276913639475
1998-05-01 65.3049414216774
1998-06-01 65.2223687480502
1998-07-01 66.3908986282866
1998-08-01 66.3257018262967
1998-09-01 66.5522942778595
1998-10-01 66.8376472588432
1998-11-01 67.4463120847112
1998-12-01 67.2701593352425
1999-01-01 67.4688496614257
1999-02-01 67.2249658039041
1999-03-01 67.2142520749959
1999-04-01 68.6252037507338
1999-05-01 68.6979545704165
1999-06-01 69.0463784516074
1999-07-01 69.0150704162834
1999-08-01 69.4452219540775
1999-09-01 69.1289802730414
1999-10-01 70.1500803761785
1999-11-01 70.2136524209811
1999-12-01 70.7338851115860
2000-01-01 70.5804897562573
2000-02-01 71.4398724156060
2000-03-01 71.7185008087192
2000-04-01 71.6167613737685
2000-05-01 72.1311789994995
2000-06-01 73.2138625954674
2000-07-01 71.5893739936906
2000-08-01 72.0176400794168
2000-09-01 72.5482362490304
2000-10-01 72.3587846723469
2000-11-01 72.6383553549940
2000-12-01 71.9096580646755
2001-01-01 71.3853220934651
2001-02-01 70.9377472213457
2001-03-01 70.7626763806403
2001-04-01 69.6531603133702
2001-05-01 68.7816257879618
2001-06-01 67.8767689800876
2001-07-01 66.4347626849597
2001-08-01 65.9855518145755
2001-09-01 64.8620118118397
2001-10-01 64.3670145174870
2001-11-01 63.5580652284274
2001-12-01 62.8987276819384
2002-01-01 62.6801830778322
2002-02-01 62.2930294730975
2002-03-01 62.0590958266711
2002-04-01 61.0904776617418
2002-05-01 60.7627727545554
2002-06-01 60.5746642009955
2002-07-01 62.7120714876671
2002-08-01 62.6984527533851
2002-09-01 62.8827441702841
2002-10-01 62.0351092322423
2002-11-01 61.7899240103391
2002-12-01 61.6468849016060
2003-01-01 62.2438971590932
2003-02-01 61.2147741310793
2003-03-01 60.9442152904874
2003-04-01 60.2232678233271
2003-05-01 59.7655006874594
2003-06-01 59.3478939087001
2003-07-01 58.8093441494494
2003-08-01 58.3816295995131
2003-09-01 57.8681005392260
2003-10-01 57.4936669893662
2003-11-01 56.9504912778918
2003-12-01 56.5806759779392
2004-01-01 58.3185951436190
2004-02-01 57.6106579429845
2004-03-01 57.6001253133767
2004-04-01 58.1403570087094
2004-05-01 58.3724397545437
2004-06-01 58.8353302026949
2004-07-01 59.7768769153610
2004-08-01 59.4096387761687
2004-09-01 59.7899693307104
2004-10-01 60.4418976421436
2004-11-01 60.3781526365348
2004-12-01 60.8894825247743
2005-01-01 60.3409067052957
2005-02-01 60.1109653635361
2005-03-01 60.2889585527690
2005-04-01 60.5568286788945
2005-05-01 60.7709028213391
2005-06-01 60.7252864891158
2005-07-01 60.8333965097903
2005-08-01 60.6456590594276
2005-09-01 60.7178922168064
2005-10-01 60.8701392965264
2005-11-01 61.4735893056434
2005-12-01 61.6915271104809
2006-01-01 61.9909655864299
2006-02-01 62.1400043411684
2006-03-01 62.4850343529341
2006-04-01 62.6624747299187
2006-05-01 62.8384578822627
2006-06-01 62.9844734447313
2006-07-01 63.4164329222332
2006-08-01 63.9516261501262
2006-09-01 64.4009015499315
2006-10-01 64.4072375746996
2006-11-01 64.9732367092926
2006-12-01 64.2820166815742
2007-01-01 64.4652692005877
2007-02-01 64.5806889060550
2007-03-01 64.5741960378261
2007-04-01 64.2457985805794
2007-05-01 64.2809321232476
2007-06-01 64.5084828876124
2007-07-01 65.2176206576277
2007-08-01 64.8603773367215
2007-09-01 64.8996175766534
2007-10-01 64.5354584858762
2007-11-01 64.8887982529052
2007-12-01 64.4823210406921
2008-01-01 66.0742052634233
2008-02-01 65.9336481233972
2008-03-01 65.4530423836103
2008-04-01 66.2097886543998
2008-05-01 66.1880404786900
2008-06-01 66.1083693474140
2008-07-01 65.8909562949560
2008-08-01 65.4576546928406
2008-09-01 65.2336291659008
2008-10-01 64.8908952924357
2008-11-01 63.9340234277290
2008-12-01 63.4977855366876
2009-01-01 62.7022833171985
2009-02-01 61.5890568831595
2009-03-01 60.4226382086561
2009-04-01 58.9555118228652
2009-05-01 58.4555951908855
2009-06-01 58.3033375426987
2009-07-01 56.6303009940702
2009-08-01 56.2810024539351
2009-09-01 55.6056994077938
2009-10-01 55.5270179193669
2009-11-01 55.2657712676847
2009-12-01 55.2388317890256
2010-01-01 54.9347109315855
2010-02-01 54.7459872778909
2010-03-01 55.1885768000840
2010-04-01 55.6022704344435
2010-05-01 55.9043150878321
2010-06-01 56.5184366380204
2010-07-01 56.4324852852588
2010-08-01 56.2086634498185
2010-09-01 57.1057395529074
2010-10-01 57.5064976299712
2010-11-01 57.8494987681059
2010-12-01 57.9862311662768
2011-01-01 58.0675395358473
2011-02-01 58.4789668183104
2011-03-01 58.6242064718845
2011-04-01 59.0800715455892
2011-05-01 59.0770620768365
2011-06-01 59.0444331201664
2011-07-01 59.4354568660497
2011-08-01 59.4612114301490
2011-09-01 59.4839778788805
2011-10-01 58.6915800859529
2011-11-01 58.8806867013034
2011-12-01 58.6585052039073
2012-01-01 59.7837742325021
2012-02-01 59.8838254755330
2012-03-01 60.1530677077390
2012-04-01 59.9787269901347
2012-05-01 60.3841256908040
2012-06-01 60.2062692927436
2012-07-01 60.3251452485623
2012-08-01 60.4044493534541
2012-09-01 60.3285976433696
2012-10-01 60.6091914268320
2012-11-01 60.6079429564144
2012-12-01 60.5504841437280
2013-01-01 60.5691939447306
2013-02-01 60.7559624159738
2013-03-01 60.9804721704055
2013-04-01 61.3943567740576
2013-05-01 61.6101298471859
2013-06-01 61.8659413972895
2013-07-01 62.1357429162659
2013-08-01 62.1576079670269
2013-09-01 62.2446814032721
2013-10-01 62.6021544746046
2013-11-01 63.1445111374046
2013-12-01 63.4682173454228
2014-01-01 63.2251350993749
2014-02-01 63.6435132009432
2014-03-01 63.5389321186588
2014-04-01 63.1844993227134
2014-05-01 63.3244744546639
2014-06-01 63.7183418782164
2014-07-01 63.6411314859431
2014-08-01 63.9146666236402
2014-09-01 64.3485985171590
2014-10-01 64.5154272676361
2014-11-01 64.7093615768389
2014-12-01 64.9776353588057
2015-01-01 64.6876903181941
2015-02-01 64.4461137564014
2015-03-01 64.7036376390258
2015-04-01 64.6437597704814
2015-05-01 64.7170386050519
2015-06-01 64.5252247582313
2015-07-01 64.9700165158520
2015-08-01 65.2061411918683
2015-09-01 65.1531836943562
2015-10-01 65.2036253622438
2015-11-01 65.4014702848527
2015-12-01 65.6030026622684
2016-01-01 66.4546994953587
2016-02-01 66.3592337703359
2016-03-01 66.2672901954718
2016-04-01 66.3765402446570
2016-05-01 66.2799267830482
2016-06-01 65.7121139223815
2016-07-01 66.3995859404304
2016-08-01 66.6112857647567
2016-09-01 66.7864248063821
2016-10-01 66.3006290775449
2016-11-01 66.0363844637884
2016-12-01 65.6187267822155
2017-01-01 65.9009846052342
2017-02-01 65.6474341070558
2017-03-01 65.6093752543534
2017-04-01 65.7228035046438
2017-05-01 65.8232485722426
2017-06-01 65.6671250946969
2017-07-01 65.8944622773302
2017-08-01 65.4502650966228
2017-09-01 65.5554537646699
2017-10-01 65.0665887264203
2017-11-01 65.2497328635827
2017-12-01 65.3863878270962
2018-01-01 65.0402795092068
2018-02-01 65.0464446490615
2018-03-01 65.2218576914956
2018-04-01 65.7029120405916
2018-05-01 65.6810227511205
2018-06-01 65.5321551552441
2018-07-01 65.6025828911026
2018-08-01 65.5218373075577
2018-09-01 65.6371198012960
2018-10-01 66.2291392368506
2018-11-01 65.7364181964337
2018-12-01 65.5699140197688
2019-01-01 65.6971178562067
2019-02-01 66.0271835783445
2019-03-01 65.8082801355827
2019-04-01 65.6174498322073
2019-05-01 65.4731561905358
2019-06-01 65.7271152495126
2019-07-01 65.5575958013077
2019-08-01 65.6269481706137
2019-09-01 65.0822455663544
2019-10-01 64.5527330104693
2019-11-01 64.8774799214100
2019-12-01 64.8050450289009
2020-01-01 65.3818812140506
2020-02-01 66.0107470751334
2020-03-01 64.8583057966982
2020-04-01 53.3965407436279
2020-05-01 53.5127475347715
2020-06-01 53.5530871942708
2020-07-01 52.9910939869307
2020-08-01 52.7036542726081
2020-09-01 53.3805502851253
2020-10-01 53.7835451353065
2020-11-01 54.4439837754147
2020-12-01 54.8443804292774
2021-01-01 54.8682875371110
2021-02-01 54.7608624345066
2021-03-01 55.4986331885644
2021-04-01 55.9984522732294
2021-05-01 56.5782946431104
2021-06-01 57.1186240672426
2021-07-01 58.0023940905467
2021-08-01 58.4561697606423
2021-09-01 59.0177881640433
2021-10-01 59.7205758934045
2021-11-01 60.0095365869209
2021-12-01 60.6340800262291
2022-01-01 60.8666794190347
2022-02-01 61.5215440474093
2022-03-01 61.9437536830770
2022-04-01 62.5978046082347
2022-05-01 62.8577519905077
2022-06-01 62.9006072460801
2022-07-01 63.1360404145390
2022-08-01 63.2636065999265
2022-09-01 64.6121070764588
2022-10-01 64.1944576214663
2022-11-01 64.3323091608185
2022-12-01 64.0891066457558
2023-01-01 63.3712217828357
2023-02-01 63.2713756361214
2023-03-01 63.3006040165055
2023-04-01 62.8532345157274
2023-05-01 62.9189596069925
2023-06-01 62.9818588574350
2023-07-01 62.4559096155522
2023-08-01 62.2428471239376
2023-09-01 61.8997194371731
2023-10-01 60.8832116493082
2023-11-01 61.2580120622850
2023-12-01 61.9093289090921
2024-01-01 62.6781591776880
2024-02-01 62.5267754724650
2024-03-01 61.9684635302626
2024-04-01 61.3863554423526
2024-05-01 61.0706331456252
2024-06-01 60.7142010792065
2024-07-01 60.9767868665313
2024-08-01 60.6848812609058
2024-09-01 60.6209085772147
2024-10-01 61.0970347801375
2024-11-01 60.2229912648906
2024-12-01 59.5494451397487
2025-01-01 59.6527636961781
2025-02-01 59.2764739206117
2025-03-01 58.9470684728711
2025-04-01 59.0944311534336
2025-05-01 58.7959301057540
2025-06-01 58.6300651325906
2025-07-01 58.6332303216154
2025-08-01 58.9348153993973
2025-09-01 58.1753825888328
2025-10-01 57.7154421794364
2025-11-01 57.4531905906487
2025-12-01 56.1603640294832
2026-01-01 57.2208422487276
2026-02-01 57.1623586721610
2026-03-01 57.2455127397272
2026-04-01 57.0783954213123

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