Table Data - All Employees: Service-Providing in San Francisco-San Mateo-Redwood City, CA (MD)

Title All Employees: Service-Providing in San Francisco-San Mateo-Redwood City, CA (MD)
Series ID SMU06418840700000001SA
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 2026-09-01
Last Updated 2026-10-20 10:06 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
1990-01-01 765.1983602216
1990-02-01 765.9768255550
1990-03-01 765.7422924331
1990-04-01 766.0641062324
1990-05-01 766.1031133282
1990-06-01 766.1581705216
1990-07-01 766.4505002017
1990-08-01 762.8369425494
1990-09-01 764.5085162712
1990-10-01 765.8974610683
1990-11-01 765.6759122628
1990-12-01 765.8420806786
1991-01-01 767.1638400700
1991-02-01 765.9195276037
1991-03-01 763.6179740133
1991-04-01 764.8515675531
1991-05-01 763.3686872765
1991-06-01 759.5852896589
1991-07-01 761.1575527311
1991-08-01 761.0112069677
1991-09-01 759.9008631510
1991-10-01 758.2381483036
1991-11-01 755.9139732521
1991-12-01 755.7093171069
1992-01-01 751.3948147139
1992-02-01 747.8917144974
1992-03-01 747.8711382936
1992-04-01 746.0062230188
1992-05-01 743.4691016682
1992-06-01 740.7797101318
1992-07-01 741.4706362942
1992-08-01 741.0051896046
1992-09-01 738.3100912975
1992-10-01 737.1624926072
1992-11-01 737.2856233684
1992-12-01 735.1269652518
1993-01-01 744.6727177556
1993-02-01 743.0467061621
1993-03-01 739.2543059979
1993-04-01 738.8647498318
1993-05-01 738.4621265682
1993-06-01 738.0814686263
1993-07-01 736.8336148663
1993-08-01 735.2413329406
1993-09-01 737.6995297627
1993-10-01 735.2151851645
1993-11-01 733.8949653985
1993-12-01 734.2621696931
1994-01-01 730.4409577278
1994-02-01 730.4812488347
1994-03-01 732.1397734526
1994-04-01 731.5168577304
1994-05-01 731.0504883426
1994-06-01 730.6378389795
1994-07-01 728.2111114361
1994-08-01 727.9401356348
1994-09-01 727.9785570496
1994-10-01 730.7916889534
1994-11-01 731.8035030119
1994-12-01 733.4871845868
1995-01-01 734.5202516096
1995-02-01 735.5610568388
1995-03-01 736.2699701152
1995-04-01 736.1380804592
1995-05-01 737.6821447270
1995-06-01 737.9925156752
1995-07-01 740.9088325048
1995-08-01 743.7616446441
1995-09-01 745.7404012928
1995-10-01 743.1111212637
1995-11-01 746.9936536056
1995-12-01 748.2995612721
1996-01-01 755.2361481075
1996-02-01 758.7140792328
1996-03-01 762.6265972748
1996-04-01 760.0039236640
1996-05-01 761.0266311082
1996-06-01 762.1622828495
1996-07-01 764.6125112767
1996-08-01 766.6643077528
1996-09-01 767.7656728039
1996-10-01 768.9388655097
1996-11-01 773.3949225562
1996-12-01 773.8800950606
1997-01-01 776.5959492541
1997-02-01 780.2344091861
1997-03-01 782.4045099755
1997-04-01 789.7099255812
1997-05-01 789.9572392635
1997-06-01 791.9302547354
1997-07-01 791.7105221595
1997-08-01 791.3712563389
1997-09-01 795.3020669216
1997-10-01 798.3532902817
1997-11-01 800.1341544234
1997-12-01 804.0530776495
1998-01-01 804.9065340349
1998-02-01 804.4850385769
1998-03-01 803.7089897416
1998-04-01 811.8132817921
1998-05-01 812.8705564745
1998-06-01 817.2478437605
1998-07-01 820.7304121603
1998-08-01 822.3846812479
1998-09-01 824.1305922635
1998-10-01 825.5662367936
1998-11-01 827.5570752450
1998-12-01 828.3511112149
1999-01-01 831.2140656181
1999-02-01 833.2512346415
1999-03-01 833.6808782903
1999-04-01 834.4519897147
1999-05-01 834.9308206893
1999-06-01 835.5036599671
1999-07-01 840.7572348536
1999-08-01 840.2471514792
1999-09-01 842.5745154578
1999-10-01 845.6758815553
1999-11-01 846.9242835880
1999-12-01 850.6855300185
2000-01-01 852.9393377721
2000-02-01 859.6310557213
2000-03-01 863.4257519688
2000-04-01 864.6858267609
2000-05-01 869.7396927981
2000-06-01 873.9662833133
2000-07-01 878.9159265753
2000-08-01 882.7318329490
2000-09-01 885.2119620722
2000-10-01 886.5094734289
2000-11-01 888.5905524876
2000-12-01 887.7184520569
2001-01-01 884.3003989388
2001-02-01 881.3699674972
2001-03-01 879.6609120403
2001-04-01 866.7622166026
2001-05-01 860.9062408601
2001-06-01 855.1233759908
2001-07-01 845.2254643880
2001-08-01 838.7115117540
2001-09-01 832.3878367975
2001-10-01 823.8814608709
2001-11-01 817.5191899961
2001-12-01 812.1575600256
2002-01-01 806.9584523073
2002-02-01 801.3147973727
2002-03-01 799.8085909593
2002-04-01 797.9448587170
2002-05-01 799.4816838594
2002-06-01 794.3337174525
2002-07-01 792.1241008267
2002-08-01 791.6610701634
2002-09-01 789.2942894777
2002-10-01 789.5649058048
2002-11-01 791.1405846499
2002-12-01 785.8559092677
2003-01-01 782.9481477711
2003-02-01 780.0772779633
2003-03-01 775.1922350389
2003-04-01 773.0229096251
2003-05-01 770.6608016938
2003-06-01 769.2636520330
2003-07-01 764.0888989305
2003-08-01 764.9448333967
2003-09-01 762.7361178886
2003-10-01 761.0999679413
2003-11-01 758.1520586653
2003-12-01 759.0487620744
2004-01-01 763.4218091803
2004-02-01 761.6873841725
2004-03-01 762.5580682325
2004-04-01 761.4443992860
2004-05-01 761.8775815388
2004-06-01 760.7735494538
2004-07-01 762.5678087407
2004-08-01 762.3281382342
2004-09-01 761.7381934926
2004-10-01 765.7332232801
2004-11-01 766.6753994630
2004-12-01 769.2903091346
2005-01-01 770.0965600852
2005-02-01 770.3813022469
2005-03-01 770.5696331552
2005-04-01 772.9159668423
2005-05-01 772.2637035086
2005-06-01 773.9993531887
2005-07-01 774.9718954624
2005-08-01 775.8962881036
2005-09-01 777.4469598521
2005-10-01 778.3649174365
2005-11-01 780.2231464051
2005-12-01 780.7660474637
2006-01-01 782.8847684670
2006-02-01 784.6101365394
2006-03-01 786.8003419648
2006-04-01 788.4879621330
2006-05-01 791.8246992423
2006-06-01 793.3959934344
2006-07-01 791.4174387643
2006-08-01 793.6962749498
2006-09-01 795.9018740170
2006-10-01 797.7711831953
2006-11-01 799.3000605405
2006-12-01 800.0043767361
2007-01-01 802.1613029029
2007-02-01 804.2399170151
2007-03-01 805.3794409866
2007-04-01 803.2653323985
2007-05-01 807.7796999794
2007-06-01 809.3934484191
2007-07-01 814.1878344471
2007-08-01 815.9410113950
2007-09-01 816.1357048561
2007-10-01 815.9543892481
2007-11-01 818.0469474010
2007-12-01 820.5414456844
2008-01-01 821.2472710361
2008-02-01 822.6573429720
2008-03-01 824.4574696434
2008-04-01 825.7900380299
2008-05-01 826.2995874091
2008-06-01 827.2121260342
2008-07-01 828.2843924027
2008-08-01 828.5006089569
2008-09-01 826.7455318090
2008-10-01 825.3779988448
2008-11-01 821.6423162147
2008-12-01 820.4764055582
2009-01-01 813.1248349552
2009-02-01 808.9700630691
2009-03-01 804.7128571506
2009-04-01 800.2129086842
2009-05-01 796.7751002835
2009-06-01 793.6481280857
2009-07-01 789.3844500647
2009-08-01 787.0165162540
2009-09-01 785.3243937823
2009-10-01 787.8696774715
2009-11-01 786.0492199694
2009-12-01 784.6760891891
2010-01-01 785.3237652209
2010-02-01 783.8989863159
2010-03-01 784.2690802257
2010-04-01 792.5641109637
2010-05-01 793.2007299027
2010-06-01 793.5569907299
2010-07-01 793.3946959226
2010-08-01 792.4138525602
2010-09-01 793.2137349040
2010-10-01 793.5385544790
2010-11-01 790.7703874153
2010-12-01 794.4499496540
2011-01-01 801.1021798192
2011-02-01 802.2164868448
2011-03-01 802.1227659984
2011-04-01 807.1999525581
2011-05-01 808.1920492426
2011-06-01 808.0814201044
2011-07-01 812.9067196617
2011-08-01 816.3169459135
2011-09-01 823.2346722406
2011-10-01 823.4669250761
2011-11-01 825.3950185780
2011-12-01 828.1230610585
2012-01-01 830.3046049094
2012-02-01 834.2341479677
2012-03-01 838.5429141139
2012-04-01 848.0676395684
2012-05-01 850.3170287215
2012-06-01 855.3993410449
2012-07-01 857.9447121289
2012-08-01 860.4469480492
2012-09-01 863.4624991702
2012-10-01 865.7620087223
2012-11-01 868.3104468006
2012-12-01 870.7699877331
2013-01-01 870.6626107396
2013-02-01 875.1647763971
2013-03-01 878.3135331459
2013-04-01 879.3264544793
2013-05-01 881.0981247335
2013-06-01 883.2515792880
2013-07-01 883.8519772268
2013-08-01 888.1662328482
2013-09-01 890.0243138284
2013-10-01 893.0727241921
2013-11-01 900.2007212068
2013-12-01 903.4961165332
2014-01-01 906.4315267602
2014-02-01 910.3102062747
2014-03-01 913.3313165327
2014-04-01 915.8183116808
2014-05-01 919.1524270290
2014-06-01 920.5704422693
2014-07-01 925.5768976269
2014-08-01 929.5917482974
2014-09-01 934.4881483180
2014-10-01 938.3132087664
2014-11-01 940.7691423364
2014-12-01 946.0687214039
2015-01-01 950.0821586464
2015-02-01 951.5724200726
2015-03-01 955.8139950518
2015-04-01 959.5240994515
2015-05-01 963.9039240058
2015-06-01 965.7913960435
2015-07-01 974.2037074834
2015-08-01 978.4301997569
2015-09-01 980.7370130414
2015-10-01 985.0287004717
2015-11-01 986.1218887763
2015-12-01 989.0333884889
2016-01-01 994.1775106042
2016-02-01 997.7057959344
2016-03-01 999.4662977429
2016-04-01 1004.4151247786
2016-05-01 1005.2308394637
2016-06-01 1004.3552721073
2016-07-01 1010.5349947958
2016-08-01 1011.9093917297
2016-09-01 1013.8302028999
2016-10-01 1014.7390973525
2016-11-01 1016.6959838806
2016-12-01 1017.3170172773
2017-01-01 1019.8060715792
2017-02-01 1022.2788238875
2017-03-01 1025.0492796042
2017-04-01 1025.1684634189
2017-05-01 1026.9219769675
2017-06-01 1028.3823660294
2017-07-01 1029.3939062129
2017-08-01 1030.0873376769
2017-09-01 1034.0747919290
2017-10-01 1035.1580461177
2017-11-01 1038.8359556323
2017-12-01 1041.9034961429
2018-01-01 1044.0011428280
2018-02-01 1047.8855060280
2018-03-01 1050.8276785620
2018-04-01 1051.7895940178
2018-05-01 1054.7459943622
2018-06-01 1058.7980200994
2018-07-01 1060.2857239333
2018-08-01 1065.8908327718
2018-09-01 1066.4579080518
2018-10-01 1072.0718461917
2018-11-01 1075.4915216104
2018-12-01 1080.1220143571
2019-01-01 1083.2585628683
2019-02-01 1087.2791950442
2019-03-01 1090.2243447152
2019-04-01 1093.4886380475
2019-05-01 1095.3845407671
2019-06-01 1096.8561870231
2019-07-01 1102.1363111219
2019-08-01 1107.5196171325
2019-09-01 1106.5694809213
2019-10-01 1107.9959425065
2019-11-01 1110.2892458997
2019-12-01 1113.3915061768
2020-01-01 1118.7560418536
2020-02-01 1119.9865704825
2020-03-01 1107.1945357729
2020-04-01 949.6981102802
2020-05-01 949.4383733731
2020-06-01 958.0104572237
2020-07-01 960.1693203164
2020-08-01 962.4083750501
2020-09-01 966.9528884179
2020-10-01 974.4947372108
2020-11-01 975.7340208318
2020-12-01 976.9192147984
2021-01-01 969.3126990930
2021-02-01 981.2040622022
2021-03-01 988.4655455076
2021-04-01 995.8279323263
2021-05-01 1002.9332759481
2021-06-01 1009.2750189085
2021-07-01 1028.0257123102
2021-08-01 1036.6872773139
2021-09-01 1042.2829042434
2021-10-01 1063.4060491833
2021-11-01 1066.8778678335
2021-12-01 1077.7009996104
2022-01-01 1079.5255588156
2022-02-01 1085.9421935509
2022-03-01 1091.1504172492
2022-04-01 1096.5971365714
2022-05-01 1099.9827543619
2022-06-01 1104.8795095299
2022-07-01 1107.5630772059
2022-08-01 1108.1082143659
2022-09-01 1106.8147424382
2022-10-01 1104.7275558131
2022-11-01 1108.0658901237
2022-12-01 1105.3914493141
2023-01-01 1102.8584308470
2023-02-01 1099.3002002282
2023-03-01 1096.5928426003
2023-04-01 1093.2930311043
2023-05-01 1090.8352547857
2023-06-01 1088.2786294589
2023-07-01 1082.3382372218
2023-08-01 1081.1019870356
2023-09-01 1080.4612352693
2023-10-01 1079.8975213866
2023-11-01 1079.3642071266
2023-12-01 1078.8459420117
2024-01-01 1080.5378547770
2024-02-01 1075.6963649366
2024-03-01 1076.5040631775
2024-04-01 1070.3810160017
2024-05-01 1069.0913598265
2024-06-01 1065.0467743583
2024-07-01 1063.4731202110
2024-08-01 1061.1628027528
2024-09-01 1061.5755359456
2024-10-01 1057.8810601272
2024-11-01 1055.7432698656
2024-12-01 1053.1861389661
2025-01-01 1054.6040933722
2025-02-01 1052.9087969504
2025-03-01 1052.9974081428
2025-04-01 1051.5341561835
2025-05-01 1051.2688937435
2025-06-01 1050.4809425729
2025-07-01 1052.4171586720
2025-08-01 1052.0041332431
2025-09-01 1054.0232189741
2025-10-01 1056.3817486762
2025-11-01 1055.8430029097
2025-12-01 1057.8082581771
2026-01-01 1058.4058534611
2026-02-01 1059.2705411840
2026-03-01 1059.0839603439
2026-04-01 1060.3161680540
2026-05-01 1057.9507369056
2026-06-01 1061.6807407023
2026-07-01 1061.8485204914
2026-08-01 1062.4724987681
2026-09-01 1060.4801507708

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