Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418846056000001SA
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 2026-05-01
Last Updated 2026-06-24 10:44 AM 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 48.2264173564491
1990-02-01 49.0907800068546
1990-03-01 47.8507646943982
1990-04-01 45.9521338412061
1990-05-01 47.4334239893684
1990-06-01 47.6792796198328
1990-07-01 47.0019677312247
1990-08-01 47.3056026539708
1990-09-01 47.3249937537687
1990-10-01 47.3803827785141
1990-11-01 45.9054385213576
1990-12-01 46.6311818627904
1991-01-01 46.6492703977012
1991-02-01 46.5953589650361
1991-03-01 46.2332586250667
1991-04-01 45.9986456327067
1991-05-01 45.1072212666348
1991-06-01 44.4844025892445
1991-07-01 44.4943342231259
1991-08-01 43.8969686845328
1991-09-01 44.0626497755434
1991-10-01 45.1061135170188
1991-11-01 45.5087796929743
1991-12-01 45.0284356407789
1992-01-01 44.9177953147502
1992-02-01 44.4916721942999
1992-03-01 44.7134418204442
1992-04-01 45.8748728895745
1992-05-01 46.0423156266351
1992-06-01 46.3861595414344
1992-07-01 50.3663749411850
1992-08-01 50.4835164110076
1992-09-01 49.8077622928969
1992-10-01 49.3267002861808
1992-11-01 49.8070606600235
1992-12-01 48.6332455515539
1993-01-01 50.0234849432114
1993-02-01 50.0710555258870
1993-03-01 50.0969281989372
1993-04-01 49.1601010539163
1993-05-01 49.3691243235603
1993-06-01 49.5549318406737
1993-07-01 50.3645835889517
1993-08-01 50.7474619489782
1993-09-01 50.4894735475757
1993-10-01 49.4385639135593
1993-11-01 49.4896484623130
1993-12-01 49.8594013619905
1994-01-01 43.5619135728761
1994-02-01 43.4859655554050
1994-03-01 43.9526142093640
1994-04-01 44.3716081793241
1994-05-01 44.5027284468542
1994-06-01 44.3369440981127
1994-07-01 44.1590700594853
1994-08-01 44.5131360415137
1994-09-01 45.4212674298398
1994-10-01 45.3068800930019
1994-11-01 45.6815107169646
1994-12-01 45.6907654059631
1995-01-01 45.3838365184367
1995-02-01 45.4782466037358
1995-03-01 45.6147318652194
1995-04-01 45.7327461082558
1995-05-01 46.4857158189450
1995-06-01 46.6026080254594
1995-07-01 46.3818075005264
1995-08-01 46.5949604225649
1995-09-01 46.9949775664525
1995-10-01 47.9573336348626
1995-11-01 48.0715266456951
1995-12-01 48.5248204071447
1996-01-01 54.3775669572221
1996-02-01 54.9399394284967
1996-03-01 55.2563742536153
1996-04-01 55.3730878663475
1996-05-01 55.6034229821165
1996-06-01 55.6966610033972
1996-07-01 57.2684973743358
1996-08-01 57.8860253360714
1996-09-01 56.7441106215731
1996-10-01 57.1781245937458
1996-11-01 57.3938097938877
1996-12-01 57.4516406206515
1997-01-01 54.8202302574472
1997-02-01 55.5052097393095
1997-03-01 55.5931111950829
1997-04-01 56.1602951516301
1997-05-01 56.4621550780600
1997-06-01 56.1036841467889
1997-07-01 56.2610121603152
1997-08-01 56.6475854230268
1997-09-01 56.5921996352350
1997-10-01 56.7700127730792
1997-11-01 56.8350440839572
1997-12-01 57.4872882940739
1998-01-01 56.2002922954864
1998-02-01 55.8794281570893
1998-03-01 55.5818842346581
1998-04-01 58.8497006667187
1998-05-01 58.4905929112929
1998-06-01 59.0446906515666
1998-07-01 59.3668929286802
1998-08-01 59.2284754047320
1998-09-01 59.9266331139655
1998-10-01 59.9025874776790
1998-11-01 60.2840611115925
1998-12-01 60.7162540006111
1999-01-01 57.8238327366892
1999-02-01 58.1075737003025
1999-03-01 58.4788641375494
1999-04-01 58.3705444380766
1999-05-01 58.7731285678534
1999-06-01 59.1642086996883
1999-07-01 59.7428279013305
1999-08-01 59.9897194502262
1999-09-01 59.2339963417132
1999-10-01 59.5852419116519
1999-11-01 59.4100397530428
1999-12-01 59.1218170479624
2000-01-01 60.2974213186238
2000-02-01 61.1503021095208
2000-03-01 62.2853690504985
2000-04-01 61.7761079266760
2000-05-01 62.0888780128064
2000-06-01 62.4904748682163
2000-07-01 62.8577499212169
2000-08-01 63.9922594407530
2000-09-01 64.7789133928444
2000-10-01 64.3577537016438
2000-11-01 64.3194557532388
2000-12-01 64.3302921312352
2001-01-01 58.9426672646974
2001-02-01 58.3941890977793
2001-03-01 58.0042765682580
2001-04-01 56.0704926440350
2001-05-01 56.0885225045766
2001-06-01 55.1990647966053
2001-07-01 54.4063694245002
2001-08-01 53.2133314093669
2001-09-01 52.3318259878990
2001-10-01 51.5333869990765
2001-11-01 50.6913333123599
2001-12-01 50.5414422821511
2002-01-01 48.3743956151530
2002-02-01 47.5336204714705
2002-03-01 47.3339584172468
2002-04-01 47.9983374849287
2002-05-01 48.0116452932912
2002-06-01 47.9491479224941
2002-07-01 47.3964448273251
2002-08-01 47.3034196582583
2002-09-01 47.3763855686763
2002-10-01 48.0756085322687
2002-11-01 50.4186305186918
2002-12-01 49.2648218053181
2003-01-01 49.2317670112605
2003-02-01 49.1995386031944
2003-03-01 48.5274564479505
2003-04-01 48.3725243388303
2003-05-01 47.7665840519168
2003-06-01 47.1954378547215
2003-07-01 47.0463103918035
2003-08-01 47.0577846210253
2003-09-01 47.6429967595303
2003-10-01 46.3847178664822
2003-11-01 46.0262607649716
2003-12-01 46.0625964064032
2004-01-01 46.5374251280894
2004-02-01 46.4745550082749
2004-03-01 47.1700275868360
2004-04-01 46.5444363310948
2004-05-01 46.7860916356895
2004-06-01 47.0154014992934
2004-07-01 46.6023994474072
2004-08-01 46.5093313937224
2004-09-01 46.2973627675453
2004-10-01 46.8290182123655
2004-11-01 47.0363475183810
2004-12-01 47.0978065620503
2005-01-01 47.3042593202670
2005-02-01 47.6730398585935
2005-03-01 48.1446222087503
2005-04-01 48.2068462165202
2005-05-01 47.9344302693756
2005-06-01 48.2283856556353
2005-07-01 48.6669531612517
2005-08-01 48.5283364845458
2005-09-01 48.2345478250134
2005-10-01 48.3817053331031
2005-11-01 48.6355188296835
2005-12-01 48.7491920594032
2006-01-01 48.9086352030474
2006-02-01 48.9144281178690
2006-03-01 48.8703263398088
2006-04-01 50.0872024625118
2006-05-01 49.6284450499444
2006-06-01 49.4837694546807
2006-07-01 49.1770692813555
2006-08-01 49.3222470394385
2006-09-01 49.3023322281123
2006-10-01 49.2728088027165
2006-11-01 49.4319789989771
2006-12-01 49.6083211767077
2007-01-01 49.1634481859803
2007-02-01 49.2165943376188
2007-03-01 49.1263804191468
2007-04-01 49.3471868454911
2007-05-01 49.9004507587821
2007-06-01 49.6898862286244
2007-07-01 50.9116625549275
2007-08-01 51.3259865466020
2007-09-01 51.2511057820964
2007-10-01 50.6446914633584
2007-11-01 50.6787876288944
2007-12-01 50.3644494374945
2008-01-01 50.6325461617634
2008-02-01 50.8245170143814
2008-03-01 50.8384812512736
2008-04-01 49.9132840754248
2008-05-01 49.6251223320903
2008-06-01 49.3926281500187
2008-07-01 48.4239645971832
2008-08-01 48.0517492757665
2008-09-01 48.1984879699131
2008-10-01 48.2826955026067
2008-11-01 47.7790715199726
2008-12-01 47.1322991522119
2009-01-01 47.2140089506073
2009-02-01 46.6657057610453
2009-03-01 46.2892322463985
2009-04-01 46.6170206093353
2009-05-01 46.3917579901169
2009-06-01 46.3799827871266
2009-07-01 46.8701978362849
2009-08-01 46.9305135004250
2009-09-01 46.3449081051371
2009-10-01 48.4601153629011
2009-11-01 48.9171453747593
2009-12-01 47.8121880961078
2010-01-01 47.0803992528839
2010-02-01 47.0049144435727
2010-03-01 47.2325267778068
2010-04-01 46.4023031594127
2010-05-01 46.3294409775135
2010-06-01 46.5171228882543
2010-07-01 48.7215400126157
2010-08-01 47.5256852083476
2010-09-01 46.8085837454132
2010-10-01 46.5529662907198
2010-11-01 46.1296641181013
2010-12-01 46.1130531565685
2011-01-01 48.1658847356751
2011-02-01 48.0495897307728
2011-03-01 47.7015262065858
2011-04-01 48.7889715803356
2011-05-01 49.1470131581558
2011-06-01 48.8054143091663
2011-07-01 49.1131252101768
2011-08-01 48.8128333642264
2011-09-01 50.0671104510513
2011-10-01 49.7951705125689
2011-11-01 50.2494177252704
2011-12-01 50.4515691974852
2012-01-01 50.6277630167738
2012-02-01 50.5372582378392
2012-03-01 51.2744075287732
2012-04-01 51.7832759278305
2012-05-01 52.4842648149673
2012-06-01 53.4197955637415
2012-07-01 53.2005648570415
2012-08-01 53.5091998412810
2012-09-01 53.6433645206605
2012-10-01 54.2951907839315
2012-11-01 54.2450665527121
2012-12-01 54.2083134546408
2013-01-01 54.9965392306510
2013-02-01 55.3927216785144
2013-03-01 55.8628338051591
2013-04-01 56.3644679326221
2013-05-01 56.1834396027836
2013-06-01 56.8263106850788
2013-07-01 56.5987654131758
2013-08-01 57.2155394388678
2013-09-01 56.7404949438646
2013-10-01 57.5562827788744
2013-11-01 58.6554249023990
2013-12-01 58.8750184019598
2014-01-01 58.9224521672594
2014-02-01 59.0785696171031
2014-03-01 59.3323255516367
2014-04-01 59.3773796852681
2014-05-01 59.7398201696821
2014-06-01 58.2775724495051
2014-07-01 59.2864184713668
2014-08-01 59.3312537762144
2014-09-01 59.3354815001286
2014-10-01 59.6220326166048
2014-11-01 59.5251285441793
2014-12-01 59.9471747665055
2015-01-01 59.6349791631257
2015-02-01 59.6399756114219
2015-03-01 59.6725394999363
2015-04-01 60.0139257204054
2015-05-01 60.3916407865034
2015-06-01 60.3759089495763
2015-07-01 62.0850476097778
2015-08-01 62.8589905633727
2015-09-01 62.9515090268187
2015-10-01 63.0321849012672
2015-11-01 62.8877167939870
2015-12-01 63.4923811846381
2016-01-01 63.2047540691702
2016-02-01 63.5359113643038
2016-03-01 63.6605286736711
2016-04-01 63.5229003201548
2016-05-01 63.5002808927878
2016-06-01 63.8981435299940
2016-07-01 63.7373385579444
2016-08-01 63.6326621081012
2016-09-01 63.8689116983494
2016-10-01 63.5259308675001
2016-11-01 63.6193394915363
2016-12-01 63.2540389897447
2017-01-01 64.3426466282634
2017-02-01 64.5193852062377
2017-03-01 64.7785822058394
2017-04-01 63.8856635085617
2017-05-01 64.2802495602685
2017-06-01 64.3241368248971
2017-07-01 64.5412413734177
2017-08-01 64.2402530559563
2017-09-01 64.3250283616634
2017-10-01 64.0012016783315
2017-11-01 64.2336859435421
2017-12-01 63.6173066559417
2018-01-01 64.3567057609889
2018-02-01 64.2810843243405
2018-03-01 64.6730175643863
2018-04-01 65.4506353680379
2018-05-01 65.6546599794541
2018-06-01 65.7838504584570
2018-07-01 66.1962997460811
2018-08-01 66.5347770779606
2018-09-01 66.5641330298333
2018-10-01 67.3924000929199
2018-11-01 67.5319355414914
2018-12-01 67.1387558527840
2019-01-01 67.1819535971524
2019-02-01 66.5574229314510
2019-03-01 67.2872805707486
2019-04-01 68.5069669585538
2019-05-01 67.8804483166519
2019-06-01 68.0030112993026
2019-07-01 67.3738675943780
2019-08-01 67.7428062950269
2019-09-01 67.5557765480971
2019-10-01 67.9266128245088
2019-11-01 67.8204816249251
2019-12-01 67.9564646686567
2020-01-01 68.1763123779908
2020-02-01 67.1742228009237
2020-03-01 66.2668869736128
2020-04-01 57.3791481311111
2020-05-01 56.5904658048363
2020-06-01 57.7717267304367
2020-07-01 56.6529481458843
2020-08-01 56.1444284996966
2020-09-01 55.9353547051679
2020-10-01 55.8062965634076
2020-11-01 56.3369326239280
2020-12-01 56.9853512303092
2021-01-01 57.2502224127414
2021-02-01 57.3574145282095
2021-03-01 57.7473638868424
2021-04-01 57.2262376124605
2021-05-01 57.1803227216639
2021-06-01 58.0433272735687
2021-07-01 58.5995414700610
2021-08-01 59.1522132461625
2021-09-01 58.9304344739990
2021-10-01 62.0742734381422
2021-11-01 62.3803127365306
2021-12-01 63.1638123886041
2022-01-01 63.2606138250966
2022-02-01 63.6096641528450
2022-03-01 63.3492211728756
2022-04-01 63.7210831618526
2022-05-01 64.3533988662525
2022-06-01 63.9838392548398
2022-07-01 63.6207443562632
2022-08-01 63.3732711021483
2022-09-01 63.3407489516280
2022-10-01 63.5555763352042
2022-11-01 63.1730251095475
2022-12-01 61.9875693208581
2023-01-01 61.6611190223210
2023-02-01 61.4660626276008
2023-03-01 61.4811006702579
2023-04-01 61.5092753140827
2023-05-01 60.5214088803877
2023-06-01 59.8677129338764
2023-07-01 60.0196853530004
2023-08-01 59.8841523523142
2023-09-01 60.1858297534946
2023-10-01 60.3553574353363
2023-11-01 59.9763039436764
2023-12-01 59.2463394936388
2024-01-01 58.5160118391142
2024-02-01 58.3158750841600
2024-03-01 58.3069038949831
2024-04-01 58.6097011702525
2024-05-01 58.9358098949437
2024-06-01 57.8977403173601
2024-07-01 56.8030815254440
2024-08-01 57.6797829412734
2024-09-01 59.3582329160904
2024-10-01 56.9937529880470
2024-11-01 56.9088923603302
2024-12-01 57.9772479383152
2025-01-01 57.4240364823065
2025-02-01 57.2278306670557
2025-03-01 57.7852520006901
2025-04-01 57.4041333672301
2025-05-01 58.2048785708913
2025-06-01 58.3932901104423
2025-07-01 58.1437387522853
2025-08-01 57.9226168749841
2025-09-01 59.0052004718101
2025-10-01 58.3989634966405
2025-11-01 58.2505660853588
2025-12-01 58.3762983268124
2026-01-01 59.5790789516908
2026-02-01 58.7310276917777
2026-03-01 58.0485248600345
2026-04-01 57.5350914240942
2026-05-01 56.7097109411073

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