Table Data - All Employees: Professional and Business Services: Investigation and Security Services in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Professional and Business Services: Investigation and Security Services in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418846056160001SA
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 2026-08-01
Last Updated 2026-09-18 11:01 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 6.0969987599
1990-02-01 6.0800087846
1990-03-01 6.0372709284
1990-04-01 5.9962679163
1990-05-01 6.0470201783
1990-06-01 5.9890295792
1990-07-01 5.6745618292
1990-08-01 5.7666518980
1990-09-01 5.8116428376
1990-10-01 5.9868140104
1990-11-01 5.9617836898
1990-12-01 5.9576287741
1991-01-01 6.1031036620
1991-02-01 6.0732124561
1991-03-01 6.0374655995
1991-04-01 6.1998021355
1991-05-01 6.0491690953
1991-06-01 5.9899424503
1991-07-01 6.0716820828
1991-08-01 6.0681414620
1991-09-01 6.0009661614
1991-10-01 5.9850735861
1991-11-01 6.2578768037
1991-12-01 6.0622742344
1992-01-01 5.9130389234
1992-02-01 5.8589042271
1992-03-01 5.9452928794
1992-04-01 5.8907364887
1992-05-01 5.9556666717
1992-06-01 5.9936993825
1992-07-01 6.0856303274
1992-08-01 6.0642976461
1992-09-01 5.9765698942
1992-10-01 5.8830626486
1992-11-01 6.2500643261
1992-12-01 5.6708607494
1993-01-01 5.8260404595
1993-02-01 6.0435535506
1993-03-01 5.8575036959
1993-04-01 5.6873712995
1993-05-01 5.6643624649
1993-06-01 5.6996245555
1993-07-01 5.4147929427
1993-08-01 5.5613354038
1993-09-01 5.5529817229
1993-10-01 5.4695982025
1993-11-01 5.4354172646
1993-12-01 5.3824312702
1994-01-01 5.3334084255
1994-02-01 5.3215586259
1994-03-01 5.2723649232
1994-04-01 5.3850001728
1994-05-01 5.2778169202
1994-06-01 5.1987687333
1994-07-01 5.2451408321
1994-08-01 5.1570868110
1994-09-01 5.2327735660
1994-10-01 5.2523906623
1994-11-01 5.3223372928
1994-12-01 5.2896089683
1995-01-01 5.3390077985
1995-02-01 5.4131828340
1995-03-01 5.3880107509
1995-04-01 5.5887983875
1995-05-01 5.5881187548
1995-06-01 5.5951559710
1995-07-01 5.5648143636
1995-08-01 5.6524515945
1995-09-01 5.7190830346
1995-10-01 5.7295317131
1995-11-01 5.7061432268
1995-12-01 5.7887356420
1996-01-01 6.0496969153
1996-02-01 6.0154152971
1996-03-01 5.9095165844
1996-04-01 5.8888458337
1996-05-01 5.8975907755
1996-06-01 5.8897956731
1996-07-01 5.9848297524
1996-08-01 6.0449312111
1996-09-01 6.0161362894
1996-10-01 6.0066795964
1996-11-01 5.9852648538
1996-12-01 5.9741975681
1997-01-01 5.9581272388
1997-02-01 5.9252300224
1997-03-01 6.0306201398
1997-04-01 5.8880868082
1997-05-01 5.9099910317
1997-06-01 5.9940741524
1997-07-01 5.8847962158
1997-08-01 5.9376173381
1997-09-01 5.9253616429
1997-10-01 5.8843826313
1997-11-01 5.8643456304
1997-12-01 5.6606354455
1998-01-01 5.8738266268
1998-02-01 5.7371310608
1998-03-01 5.7387300239
1998-04-01 5.7946932982
1998-05-01 5.7188047578
1998-06-01 5.7971277453
1998-07-01 5.7820406932
1998-08-01 5.7304643208
1998-09-01 5.7361648352
1998-10-01 5.8671887568
1998-11-01 5.8429776726
1998-12-01 5.9503457467
1999-01-01 5.8874658663
1999-02-01 5.9472632875
1999-03-01 5.9471889609
1999-04-01 6.0022509205
1999-05-01 6.0242973539
1999-06-01 6.1098166472
1999-07-01 5.8724267125
1999-08-01 5.7222532815
1999-09-01 5.8501581345
1999-10-01 5.7561430604
1999-11-01 5.8281386014
1999-12-01 5.8457481351
2000-01-01 5.7969038185
2000-02-01 5.8435706606
2000-03-01 5.8536867916
2000-04-01 5.8974073547
2000-05-01 5.9169264580
2000-06-01 5.9242374384
2000-07-01 6.0705743226
2000-08-01 6.0071442181
2000-09-01 6.0608160655
2000-10-01 6.0597698916
2000-11-01 6.0248365302
2000-12-01 6.2491406028
2001-01-01 5.8958177467
2001-02-01 5.7254703698
2001-03-01 5.9549453623
2001-04-01 5.8874532407
2001-05-01 6.0057773451
2001-06-01 6.1378438630
2001-07-01 6.2743274832
2001-08-01 6.3919999434
2001-09-01 6.4744982191
2001-10-01 6.6758293026
2001-11-01 6.7243257896
2001-12-01 7.1540265467
2002-01-01 6.8011033514
2002-02-01 6.8099263694
2002-03-01 7.0592421034
2002-04-01 6.7809215720
2002-05-01 6.7858050449
2002-06-01 6.7341527427
2002-07-01 6.6902700103
2002-08-01 6.7906229137
2002-09-01 6.6881697668
2002-10-01 6.7026729676
2002-11-01 7.9286465321
2002-12-01 8.0697165247
2003-01-01 8.2035693054
2003-02-01 7.9874330498
2003-03-01 7.8526549092
2003-04-01 7.9674185776
2003-05-01 7.8606758478
2003-06-01 7.7108795066
2003-07-01 7.9117237957
2003-08-01 7.8948208922
2003-09-01 7.9103396515
2003-10-01 7.8360350387
2003-11-01 7.8472363717
2003-12-01 7.8718443260
2004-01-01 8.0891337856
2004-02-01 8.1679390007
2004-03-01 8.4407567449
2004-04-01 8.2438718713
2004-05-01 8.3465840731
2004-06-01 8.3837396103
2004-07-01 8.3307208205
2004-08-01 8.4262761580
2004-09-01 8.4178496125
2004-10-01 8.4601889074
2004-11-01 8.6552281262
2004-12-01 8.6649890214
2005-01-01 8.6810646003
2005-02-01 8.6540602320
2005-03-01 8.7253815851
2005-04-01 8.9382614889
2005-05-01 8.9429682007
2005-06-01 8.8700468119
2005-07-01 8.6448317556
2005-08-01 8.5638617730
2005-09-01 8.6215434216
2005-10-01 8.5540252990
2005-11-01 8.4536899760
2005-12-01 8.2523914070
2006-01-01 8.3606991053
2006-02-01 8.4580228107
2006-03-01 8.4165717983
2006-04-01 8.3443679722
2006-05-01 8.3612859114
2006-06-01 8.4719456012
2006-07-01 8.4550913615
2006-08-01 8.3949174186
2006-09-01 8.3154144354
2006-10-01 8.3194598770
2006-11-01 8.4393404036
2006-12-01 8.5363436939
2007-01-01 8.5526192879
2007-02-01 8.6657268852
2007-03-01 8.8124962087
2007-04-01 8.7691941681
2007-05-01 8.7769234449
2007-06-01 8.6960154964
2007-07-01 9.1632636213
2007-08-01 9.1974055877
2007-09-01 9.4042687415
2007-10-01 9.3817668208
2007-11-01 9.3233354792
2007-12-01 9.3159907010
2008-01-01 9.2467234788
2008-02-01 9.0843995555
2008-03-01 9.0228084211
2008-04-01 9.0812708799
2008-05-01 9.0956153932
2008-06-01 8.9347120893
2008-07-01 8.9482667874
2008-08-01 8.9837043148
2008-09-01 8.9691130523
2008-10-01 9.1497367470
2008-11-01 9.0255172514
2008-12-01 9.0345815092
2009-01-01 9.1532601909
2009-02-01 9.0069764660
2009-03-01 8.8313280076
2009-04-01 8.6798729522
2009-05-01 8.5890062937
2009-06-01 8.5694537746
2009-07-01 8.2216196415
2009-08-01 8.1674684787
2009-09-01 7.9407003438
2009-10-01 7.9428441011
2009-11-01 8.0336844819
2009-12-01 7.9752479754
2010-01-01 7.7570531044
2010-02-01 7.8318996360
2010-03-01 7.9369939889
2010-04-01 7.7603966353
2010-05-01 7.5720561928
2010-06-01 7.6721428765
2010-07-01 7.9968245347
2010-08-01 7.8581806641
2010-09-01 7.9213575753
2010-10-01 7.8436896450
2010-11-01 7.7347384109
2010-12-01 7.8148368288
2011-01-01 7.8797979983
2011-02-01 7.7437179557
2011-03-01 7.7326488334
2011-04-01 7.9540877102
2011-05-01 7.8497023886
2011-06-01 7.8837801517
2011-07-01 7.9673367957
2011-08-01 7.9487251860
2011-09-01 8.0138002908
2011-10-01 7.9471018653
2011-11-01 7.9381655371
2011-12-01 7.9485356006
2012-01-01 8.0887204613
2012-02-01 8.3543591504
2012-03-01 8.5408704589
2012-04-01 8.5451895824
2012-05-01 8.8291560477
2012-06-01 9.2988973489
2012-07-01 9.0372499769
2012-08-01 9.0364319829
2012-09-01 9.2108000225
2012-10-01 9.1378739470
2012-11-01 9.3305121842
2012-12-01 9.1767786460
2013-01-01 9.1075622096
2013-02-01 9.0582491642
2013-03-01 9.1543204630
2013-04-01 9.1437405220
2013-05-01 9.1103118425
2013-06-01 9.2977326132
2013-07-01 9.0229094258
2013-08-01 8.8327200670
2013-09-01 8.9346435764
2013-10-01 9.0288811725
2013-11-01 9.0356180344
2013-12-01 9.0742021001
2014-01-01 9.2122179555
2014-02-01 9.1643999393
2014-03-01 9.0746968153
2014-04-01 8.9332210264
2014-05-01 8.7084014499
2014-06-01 8.7713418352
2014-07-01 8.8209740359
2014-08-01 8.8284883651
2014-09-01 8.7692744264
2014-10-01 8.8254617382
2014-11-01 8.7416221615
2014-12-01 8.7531281317
2015-01-01 8.8121203133
2015-02-01 8.7704242028
2015-03-01 8.5748167891
2015-04-01 8.6214756665
2015-05-01 8.6100250792
2015-06-01 8.5543893113
2015-07-01 9.2162558572
2015-08-01 9.2278356963
2015-09-01 9.1968786918
2015-10-01 9.2188969841
2015-11-01 9.2493714167
2015-12-01 9.2380922199
2016-01-01 9.1123088371
2016-02-01 9.1811574561
2016-03-01 9.1790231415
2016-04-01 9.2985824057
2016-05-01 9.4002102342
2016-06-01 9.4456384252
2016-07-01 9.5217327170
2016-08-01 9.6505775942
2016-09-01 9.8256437520
2016-10-01 9.5189736978
2016-11-01 9.4534441390
2016-12-01 9.5157650917
2017-01-01 9.4088317045
2017-02-01 9.4759350456
2017-03-01 9.5687427724
2017-04-01 9.6839667534
2017-05-01 9.6941099588
2017-06-01 9.9444121043
2017-07-01 10.0350882378
2017-08-01 10.0894698279
2017-09-01 10.3564367272
2017-10-01 10.1144205098
2017-11-01 10.1406770687
2017-12-01 10.1865203985
2018-01-01 10.3076092097
2018-02-01 10.1577582165
2018-03-01 10.4654799420
2018-04-01 10.4683373061
2018-05-01 10.4931555125
2018-06-01 10.5665316515
2018-07-01 10.5651437917
2018-08-01 10.5402890468
2018-09-01 10.5598615533
2018-10-01 10.6867024843
2018-11-01 10.8115478725
2018-12-01 10.7475838178
2019-01-01 11.0117024259
2019-02-01 11.1436177522
2019-03-01 11.1821237729
2019-04-01 11.0603807253
2019-05-01 11.0889667434
2019-06-01 10.9128563030
2019-07-01 10.5151133518
2019-08-01 10.6724721170
2019-09-01 10.6348807870
2019-10-01 10.6282580014
2019-11-01 10.6659928738
2019-12-01 10.8254911528
2020-01-01 10.6282026086
2020-02-01 10.5349019739
2020-03-01 10.2098272859
2020-04-01 9.6706947896
2020-05-01 9.5077762023
2020-06-01 10.0528502306
2020-07-01 9.7627222946
2020-08-01 9.6766363181
2020-09-01 9.4769842977
2020-10-01 9.5591572656
2020-11-01 9.6177572335
2020-12-01 9.8169921398
2021-01-01 9.9726487635
2021-02-01 10.0675794678
2021-03-01 10.0771672044
2021-04-01 10.2772854911
2021-05-01 10.2911875501
2021-06-01 10.4962662792
2021-07-01 10.8203253173
2021-08-01 10.9574488156
2021-09-01 11.3936464903
2021-10-01 11.7856755853
2021-11-01 11.5234144186
2021-12-01 11.6898220641
2022-01-01 11.6799155227
2022-02-01 12.0503857994
2022-03-01 12.3001446397
2022-04-01 12.6801460905
2022-05-01 13.0648584393
2022-06-01 12.9774973028
2022-07-01 12.9666807972
2022-08-01 13.2237892063
2022-09-01 13.2652059947
2022-10-01 13.7092710769
2022-11-01 13.3414916751
2022-12-01 13.0709908907
2023-01-01 13.0966803127
2023-02-01 13.0519105586
2023-03-01 13.1863340720
2023-04-01 12.9876157177
2023-05-01 12.9589023209
2023-06-01 13.0861386686
2023-07-01 13.0738157155
2023-08-01 12.9772546475
2023-09-01 12.9039310433
2023-10-01 13.0890191217
2023-11-01 12.9465516829
2023-12-01 12.5767530017
2024-01-01 12.2049464221
2024-02-01 12.3863403627
2024-03-01 12.2687884684
2024-04-01 12.6096850580
2024-05-01 12.7803197218
2024-06-01 12.5657895723
2024-07-01 12.3435752095
2024-08-01 12.7626504806
2024-09-01 13.7515253818
2024-10-01 12.8919719676
2024-11-01 12.7625365825
2024-12-01 13.2624243906
2025-01-01 12.9289206291
2025-02-01 13.0146207868
2025-03-01 13.0898518261
2025-04-01 13.2327597617
2025-05-01 13.2976150716
2025-06-01 13.2571616156
2025-07-01 13.6435442805
2025-08-01 13.5509594527
2025-09-01 13.7556632052
2025-10-01 13.5822799981
2025-11-01 13.7678240589
2025-12-01 13.9343802357
2026-01-01 14.0375571679
2026-02-01 14.1261908195
2026-03-01 14.2034480899
2026-04-01 13.9549997926
2026-05-01 13.9305767629
2026-06-01 14.6742760880
2026-07-01 14.0240864986
2026-08-01 13.9589824362

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