Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in California

Title All Employees: Professional and Business Services: Scientific Research and Development Services in California
Series ID SMU06000006054170001SA
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 3:35 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 86.1804610602223
1990-02-01 85.4382536319904
1990-03-01 85.1514596705635
1990-04-01 86.7540617701290
1990-05-01 86.7063305864677
1990-06-01 86.6278783155450
1990-07-01 84.8949991640739
1990-08-01 84.0890942611109
1990-09-01 84.2395326325304
1990-10-01 84.9444395651442
1990-11-01 84.5144343580938
1990-12-01 84.6422914256987
1991-01-01 82.4038596168156
1991-02-01 82.1816113670877
1991-03-01 81.6933319541024
1991-04-01 80.8686477282843
1991-05-01 79.9591868768684
1991-06-01 79.1595334396989
1991-07-01 75.0230079185792
1991-08-01 74.7123839176640
1991-09-01 74.5088842858555
1991-10-01 74.8081531394832
1991-11-01 74.7035361607904
1991-12-01 74.8178074679600
1992-01-01 74.0538869856723
1992-02-01 73.6557216864082
1992-03-01 73.8478081673821
1992-04-01 71.7727958392502
1992-05-01 71.8593285378470
1992-06-01 71.1346200750368
1992-07-01 70.5713797308481
1992-08-01 69.9627508445852
1992-09-01 70.3144942139978
1992-10-01 72.6838021982420
1992-11-01 72.3988449601630
1992-12-01 71.8367843339576
1993-01-01 74.4280034104171
1993-02-01 73.9482109952297
1993-03-01 73.5196918047795
1993-04-01 73.0522719841533
1993-05-01 73.0751390260128
1993-06-01 73.1482352778668
1993-07-01 73.9058108261071
1993-08-01 73.9117894242309
1993-09-01 73.9083179083838
1993-10-01 71.7218979242281
1993-11-01 71.8332974638760
1993-12-01 71.8987197018076
1994-01-01 72.3817903114115
1994-02-01 72.6258976735209
1994-03-01 72.9180253475090
1994-04-01 73.0826265920426
1994-05-01 73.0757756798102
1994-06-01 73.0851283621075
1994-07-01 72.3085207344807
1994-08-01 72.3239081911683
1994-09-01 72.4129417233482
1994-10-01 73.0980590902760
1994-11-01 73.5424339244442
1994-12-01 73.6868272964871
1995-01-01 74.0979025524818
1995-02-01 74.1425892389783
1995-03-01 74.3675440593570
1995-04-01 75.0754549277246
1995-05-01 74.9809889361395
1995-06-01 75.3127603092512
1995-07-01 75.5956435666091
1995-08-01 75.5364115181839
1995-09-01 75.2024016547546
1995-10-01 74.5206850318651
1995-11-01 74.4951907744559
1995-12-01 74.5641525480161
1996-01-01 73.1526488373010
1996-02-01 72.0859045857122
1996-03-01 72.6615017398215
1996-04-01 72.2510516118255
1996-05-01 72.7771166904130
1996-06-01 73.2848971135789
1996-07-01 72.0527776719202
1996-08-01 72.2152292227539
1996-09-01 72.6259600134395
1996-10-01 73.0880372046122
1996-11-01 73.8039459401636
1996-12-01 74.2810283455395
1997-01-01 74.8917148556705
1997-02-01 75.2820869388882
1997-03-01 75.6663943972599
1997-04-01 76.7883853449896
1997-05-01 77.1272173712722
1997-06-01 77.3882281754000
1997-07-01 78.6821289137137
1997-08-01 79.6879540176946
1997-09-01 79.8805158317401
1997-10-01 78.9652466601252
1997-11-01 79.3906007874632
1997-12-01 79.5386131447373
1998-01-01 81.4135305275966
1998-02-01 81.6000081598990
1998-03-01 82.1969109259796
1998-04-01 82.2468233234429
1998-05-01 82.7613680474264
1998-06-01 83.4648422196104
1998-07-01 83.7947038658108
1998-08-01 84.0273016034405
1998-09-01 84.4373587658164
1998-10-01 84.9394312634465
1998-11-01 85.3969364565204
1998-12-01 85.8360830951377
1999-01-01 86.7127947375034
1999-02-01 86.9954777670614
1999-03-01 87.0683510864990
1999-04-01 87.1489815385144
1999-05-01 87.0151022538771
1999-06-01 87.4472715001354
1999-07-01 86.5864713396195
1999-08-01 86.7459863590585
1999-09-01 87.2274415129799
1999-10-01 87.4170919727912
1999-11-01 87.7911576741217
1999-12-01 88.2554350153040
2000-01-01 89.1611909552813
2000-02-01 89.8059486181570
2000-03-01 90.3598085303170
2000-04-01 90.4538563810094
2000-05-01 90.9854018535684
2000-06-01 91.4557812523953
2000-07-01 92.1539662364764
2000-08-01 92.7043682467228
2000-09-01 93.2608228456695
2000-10-01 93.8515788237620
2000-11-01 94.7032282403478
2000-12-01 95.7122842598005
2001-01-01 94.9074680697223
2001-02-01 95.7243639261587
2001-03-01 96.7422700066252
2001-04-01 95.9893615632584
2001-05-01 96.0992240336645
2001-06-01 96.0717121089012
2001-07-01 96.1740172077067
2001-08-01 96.0473314929793
2001-09-01 95.6592916041173
2001-10-01 95.6819149200715
2001-11-01 95.2997039576522
2001-12-01 95.0514792976786
2002-01-01 94.5601311230267
2002-02-01 94.9860261008135
2002-03-01 94.9816261674294
2002-04-01 96.2137579517296
2002-05-01 96.7905207570188
2002-06-01 97.4025301907517
2002-07-01 98.3892533737943
2002-08-01 98.3721779200126
2002-09-01 97.8913375660049
2002-10-01 98.6166048397172
2002-11-01 98.6270558689119
2002-12-01 99.2349132695185
2003-01-01 99.6542780621883
2003-02-01 99.0289920856896
2003-03-01 98.6861298294663
2003-04-01 98.2401989141710
2003-05-01 97.6648694899842
2003-06-01 97.3179819349135
2003-07-01 96.9891508589988
2003-08-01 97.1192102661370
2003-09-01 97.0949656327565
2003-10-01 96.7905769364715
2003-11-01 96.9166189432476
2003-12-01 97.0735629722264
2004-01-01 95.7073932690567
2004-02-01 95.3955838926187
2004-03-01 95.5403285057726
2004-04-01 97.0638535823760
2004-05-01 97.0623011000681
2004-06-01 97.4212111383519
2004-07-01 97.6461922038005
2004-08-01 97.3929233492752
2004-09-01 97.7509383184306
2004-10-01 98.0921174686144
2004-11-01 98.4045274506358
2004-12-01 99.1348381255625
2005-01-01 99.7611357095985
2005-02-01 99.9204380557624
2005-03-01 100.1385527254560
2005-04-01 100.2253957944190
2005-05-01 100.3735161305550
2005-06-01 100.4533596079470
2005-07-01 100.2814917740630
2005-08-01 99.9841802753548
2005-09-01 100.6859792305090
2005-10-01 101.2334270006880
2005-11-01 101.4301062075440
2005-12-01 101.4759618701410
2006-01-01 101.6370661265550
2006-02-01 102.2861733168020
2006-03-01 102.6380627892050
2006-04-01 102.5203244673580
2006-05-01 102.4313451866410
2006-06-01 101.7190255665570
2006-07-01 102.5244318572640
2006-08-01 102.6614073064680
2006-09-01 102.7238030853210
2006-10-01 102.5923998767910
2006-11-01 102.5639503125720
2006-12-01 102.4716387960810
2007-01-01 99.5739017054727
2007-02-01 100.4333085571070
2007-03-01 100.7441372571460
2007-04-01 102.1239594591530
2007-05-01 102.6376924350070
2007-06-01 103.3731456133100
2007-07-01 100.6570494700050
2007-08-01 101.2334680896390
2007-09-01 101.8118162370140
2007-10-01 109.7570034121770
2007-11-01 110.2323488087910
2007-12-01 110.4498803394310
2008-01-01 110.2296150329880
2008-02-01 110.6461510041610
2008-03-01 111.4771937500170
2008-04-01 111.3173768235000
2008-05-01 112.0704917691230
2008-06-01 112.0859289865670
2008-07-01 112.8231536000710
2008-08-01 112.9102184128540
2008-09-01 113.1655005852260
2008-10-01 112.6188885335160
2008-11-01 112.3857956085880
2008-12-01 112.1436608898370
2009-01-01 111.6671511198320
2009-02-01 110.9550475474490
2009-03-01 109.9797123522760
2009-04-01 108.9139735228970
2009-05-01 109.7908965900910
2009-06-01 109.6646408073760
2009-07-01 110.3640391654770
2009-08-01 110.5756740317410
2009-09-01 111.1052958657000
2009-10-01 110.9820560523440
2009-11-01 111.5704853821770
2009-12-01 112.6995121824410
2010-01-01 113.2925946387020
2010-02-01 113.5276875136060
2010-03-01 113.7652145554870
2010-04-01 114.2785890022180
2010-05-01 113.8723618447690
2010-06-01 114.4116219260450
2010-07-01 113.4095410369520
2010-08-01 113.4275358050880
2010-09-01 113.3922808133000
2010-10-01 113.8569334287310
2010-11-01 113.8867823099660
2010-12-01 114.4223183382920
2011-01-01 113.8615694043760
2011-02-01 114.0866456852420
2011-03-01 114.4090060649390
2011-04-01 114.6931173989590
2011-05-01 115.0987096119270
2011-06-01 115.5202234363800
2011-07-01 115.5720960730180
2011-08-01 115.9700699823440
2011-09-01 116.5955188637040
2011-10-01 117.3451657014830
2011-11-01 117.8174196272950
2011-12-01 118.0240835887240
2012-01-01 118.6655377458240
2012-02-01 119.2667509459160
2012-03-01 119.7188652278560
2012-04-01 119.6539828516380
2012-05-01 120.1554563126270
2012-06-01 120.6203373326950
2012-07-01 121.8765339436170
2012-08-01 122.3326367865050
2012-09-01 121.9795548819100
2012-10-01 122.3325069331930
2012-11-01 122.5144737873080
2012-12-01 122.7273478920220
2013-01-01 122.9210398356240
2013-02-01 123.1014126097230
2013-03-01 123.8198076309750
2013-04-01 122.6013076565730
2013-05-01 123.2697565860650
2013-06-01 123.4651622735400
2013-07-01 123.6653958407480
2013-08-01 123.5743457113990
2013-09-01 123.6442578840870
2013-10-01 122.7326176654890
2013-11-01 123.2964163513510
2013-12-01 123.6125704798970
2014-01-01 123.5638374194450
2014-02-01 123.8555135577860
2014-03-01 123.6453662626610
2014-04-01 124.3671757806810
2014-05-01 125.0001435361590
2014-06-01 125.5282634221960
2014-07-01 125.5535713338060
2014-08-01 126.0252132018210
2014-09-01 126.7837778695100
2014-10-01 127.0322983435760
2014-11-01 127.7516108228810
2014-12-01 128.2312379967010
2015-01-01 129.7984209241530
2015-02-01 130.1240900177310
2015-03-01 130.9872248639140
2015-04-01 130.8584156857720
2015-05-01 130.4935767562670
2015-06-01 129.9006488836680
2015-07-01 129.1054263693310
2015-08-01 128.9766303133560
2015-09-01 128.2295268837080
2015-10-01 128.9333109005240
2015-11-01 128.7224658234580
2015-12-01 127.8362217078320
2016-01-01 126.5984305842190
2016-02-01 126.2443042800830
2016-03-01 125.5633725489190
2016-04-01 126.5141124357740
2016-05-01 126.3487518563230
2016-06-01 125.7861923842490
2016-07-01 125.9428228559230
2016-08-01 125.8585326132450
2016-09-01 125.5024456025350
2016-10-01 125.3492709018570
2016-11-01 125.1619331664740
2016-12-01 125.2805404189740
2017-01-01 125.8170458929580
2017-02-01 126.1155897347410
2017-03-01 125.9071966234700
2017-04-01 126.7878031271880
2017-05-01 127.7370219952300
2017-06-01 129.0254478667560
2017-07-01 129.6288381787650
2017-08-01 130.7523171984580
2017-09-01 131.5956810088350
2017-10-01 132.6822462880050
2017-11-01 133.6716170214200
2017-12-01 135.1343354661790
2018-01-01 134.1927726992550
2018-02-01 135.2853014181600
2018-03-01 136.4179970973470
2018-04-01 137.0581821672340
2018-05-01 137.7318301043670
2018-06-01 138.8945224716380
2018-07-01 140.3476505897950
2018-08-01 141.2780302590780
2018-09-01 142.2933242870420
2018-10-01 143.1408610794600
2018-11-01 143.7811845262050
2018-12-01 145.0611365894590
2019-01-01 146.4604304968400
2019-02-01 147.9349237251100
2019-03-01 149.0032195308410
2019-04-01 149.6063651856150
2019-05-01 150.9388840860150
2019-06-01 153.2087675877260
2019-07-01 153.1621249376380
2019-08-01 153.9813231750260
2019-09-01 154.8644807808860
2019-10-01 155.6117256778620
2019-11-01 157.1359757079560
2019-12-01 157.9491679809190
2020-01-01 157.9878652574190
2020-02-01 158.6668031924670
2020-03-01 159.2641626429520
2020-04-01 156.8753027737690
2020-05-01 157.4304100024230
2020-06-01 157.7939040947140
2020-07-01 157.2530134390770
2020-08-01 158.5597269983060
2020-09-01 159.6933654576330
2020-10-01 161.0903631958280
2020-11-01 161.6552404410040
2020-12-01 162.9940503075350
2021-01-01 165.9380094998600
2021-02-01 166.4095214391210
2021-03-01 167.6384241462340
2021-04-01 169.9701612404060
2021-05-01 171.0274356126260
2021-06-01 171.8333818333790
2021-07-01 173.6328117001560
2021-08-01 175.4098871849550
2021-09-01 176.4748391310600
2021-10-01 179.3121710943670
2021-11-01 181.2846199346150
2021-12-01 182.8642402136200
2022-01-01 184.5102870365950
2022-02-01 186.1212229009450
2022-03-01 187.4835883343040
2022-04-01 188.2771204169610
2022-05-01 188.6761030595620
2022-06-01 190.3146616866820
2022-07-01 192.2346862197310
2022-08-01 193.3737555159270
2022-09-01 193.0310484662600
2022-10-01 193.0876022954390
2022-11-01 193.4678216820360
2022-12-01 193.3023724316000
2023-01-01 193.9202585457020
2023-02-01 193.9338525653170
2023-03-01 193.6733082277770
2023-04-01 193.2782821327770
2023-05-01 193.3271821225420
2023-06-01 194.0702265966080
2023-07-01 192.4838878311320
2023-08-01 192.5457949932230
2023-09-01 192.1912579786680
2023-10-01 191.2285076473590
2023-11-01 190.5338488163980
2023-12-01 190.6734719474250
2024-01-01 190.1609924072150
2024-02-01 189.0427143940030
2024-03-01 188.9133097217200
2024-04-01 187.5523336312220
2024-05-01 187.1184717354440
2024-06-01 187.0921052989290
2024-07-01 186.2700427717170
2024-08-01 185.3659163703780
2024-09-01 184.6588790933900
2024-10-01 185.8768148052550
2024-11-01 182.9948959135780
2024-12-01 183.0126106335940
2025-01-01 180.4058650027160
2025-02-01 179.9497496082140
2025-03-01 178.1600235432460
2025-04-01 179.0870163159600
2025-05-01 178.4025758534580
2025-06-01 176.9183729293340
2025-07-01 177.1548367237960
2025-08-01 174.7188130539130
2025-09-01 170.4550298704930
2025-10-01 174.4234392794560
2025-11-01 174.6605240097770
2025-12-01 172.8825786334770

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