Table Data - All Employees: Service-Providing in San Francisco-Oakland-Fremont, CA (MSA)

Title All Employees: Service-Providing in San Francisco-Oakland-Fremont, CA (MSA)
Series ID SMU06418600700000001SA
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 1560.9868725144
1990-02-01 1559.7993601643
1990-03-01 1561.5514284779
1990-04-01 1564.0492481454
1990-05-01 1566.5015637055
1990-06-01 1572.6628190936
1990-07-01 1580.1474840536
1990-08-01 1574.0339303413
1990-09-01 1579.2696181297
1990-10-01 1582.2426992855
1990-11-01 1583.6461072515
1990-12-01 1584.9471287295
1991-01-01 1592.7610553643
1991-02-01 1587.6608168043
1991-03-01 1585.6905392905
1991-04-01 1585.7537890674
1991-05-01 1584.0400193684
1991-06-01 1581.3678760056
1991-07-01 1580.0870661901
1991-08-01 1579.6098662532
1991-09-01 1577.5581901714
1991-10-01 1576.1206770262
1991-11-01 1574.5694412446
1991-12-01 1572.4420183456
1992-01-01 1568.5411776878
1992-02-01 1563.2767759561
1992-03-01 1565.9848605584
1992-04-01 1565.3747271583
1992-05-01 1561.9837041452
1992-06-01 1558.5526912303
1992-07-01 1559.3402420040
1992-08-01 1557.8878421407
1992-09-01 1557.5090858875
1992-10-01 1556.7802355085
1992-11-01 1556.2670062208
1992-12-01 1553.8163218708
1993-01-01 1571.1034546654
1993-02-01 1568.5308622554
1993-03-01 1565.0995436126
1993-04-01 1563.7992569472
1993-05-01 1564.7394925266
1993-06-01 1565.3234236774
1993-07-01 1564.8908964407
1993-08-01 1562.9387634181
1993-09-01 1563.2435581437
1993-10-01 1561.6958004719
1993-11-01 1558.7846533499
1993-12-01 1563.5914504250
1994-01-01 1558.6881005499
1994-02-01 1560.1414505561
1994-03-01 1564.2816237577
1994-04-01 1562.3822807216
1994-05-01 1561.9436987488
1994-06-01 1560.5426186710
1994-07-01 1557.7440561188
1994-08-01 1558.6378036482
1994-09-01 1559.3805813528
1994-10-01 1562.3866733065
1994-11-01 1565.1949049211
1994-12-01 1568.8669858598
1995-01-01 1571.6178542823
1995-02-01 1576.2277966328
1995-03-01 1577.1823421988
1995-04-01 1577.3141640713
1995-05-01 1581.0323904007
1995-06-01 1584.8420108976
1995-07-01 1589.3892316228
1995-08-01 1595.0667231739
1995-09-01 1599.9966917367
1995-10-01 1590.5544309551
1995-11-01 1596.2895028229
1995-12-01 1598.4567963604
1996-01-01 1605.6422275373
1996-02-01 1609.6346188381
1996-03-01 1611.9126040989
1996-04-01 1609.4218768551
1996-05-01 1614.2584951949
1996-06-01 1618.6406644662
1996-07-01 1624.5840108831
1996-08-01 1628.0107628025
1996-09-01 1630.1843117898
1996-10-01 1633.7565196463
1996-11-01 1643.0386917446
1996-12-01 1644.7551871728
1997-01-01 1647.7460285764
1997-02-01 1653.8243521026
1997-03-01 1660.0996017422
1997-04-01 1670.1275113979
1997-05-01 1675.1615094702
1997-06-01 1678.6631749585
1997-07-01 1679.6870207534
1997-08-01 1680.6470631276
1997-09-01 1687.6954380811
1997-10-01 1691.2762246133
1997-11-01 1694.2944169367
1997-12-01 1702.4501337881
1998-01-01 1703.3079920149
1998-02-01 1705.0679108001
1998-03-01 1707.7452804888
1998-04-01 1714.7715740659
1998-05-01 1718.8776179925
1998-06-01 1724.3563525887
1998-07-01 1729.7594927663
1998-08-01 1734.5187623044
1998-09-01 1740.1078073280
1998-10-01 1743.0912619846
1998-11-01 1748.1791962623
1998-12-01 1752.2684118206
1999-01-01 1757.3371630760
1999-02-01 1762.2362061432
1999-03-01 1764.5467206171
1999-04-01 1766.7567476763
1999-05-01 1770.7284479499
1999-06-01 1771.5463872412
1999-07-01 1781.9463457050
1999-08-01 1782.2794432619
1999-09-01 1785.6832568242
1999-10-01 1790.0744004409
1999-11-01 1791.8192908475
1999-12-01 1799.9665819402
2000-01-01 1805.5579053983
2000-02-01 1812.9535834812
2000-03-01 1819.6347839067
2000-04-01 1824.2125288353
2000-05-01 1832.0265355895
2000-06-01 1840.7625522229
2000-07-01 1846.2659616196
2000-08-01 1851.6722265505
2000-09-01 1853.9308627201
2000-10-01 1853.8308500120
2000-11-01 1860.1147885677
2000-12-01 1861.8126482036
2001-01-01 1860.8771332377
2001-02-01 1859.0704781475
2001-03-01 1858.5753931377
2001-04-01 1842.4806715201
2001-05-01 1834.6736893188
2001-06-01 1829.8203689862
2001-07-01 1821.7160521320
2001-08-01 1815.1324448248
2001-09-01 1806.9778776523
2001-10-01 1797.7669844566
2001-11-01 1787.6640056582
2001-12-01 1783.0680114755
2002-01-01 1780.4169010420
2002-02-01 1775.5352675434
2002-03-01 1775.4109812291
2002-04-01 1770.6500756234
2002-05-01 1770.6122854313
2002-06-01 1766.1218140501
2002-07-01 1763.8128964527
2002-08-01 1764.1118881367
2002-09-01 1764.0473266472
2002-10-01 1765.5510489931
2002-11-01 1768.6631771606
2002-12-01 1762.1411579989
2003-01-01 1756.5840288838
2003-02-01 1754.0255947493
2003-03-01 1747.4243321146
2003-04-01 1743.0484189983
2003-05-01 1739.0091808337
2003-06-01 1737.7532269890
2003-07-01 1731.1752058874
2003-08-01 1731.3284784879
2003-09-01 1728.9644729550
2003-10-01 1726.3254596696
2003-11-01 1724.2772651755
2003-12-01 1723.7178716450
2004-01-01 1724.7579132489
2004-02-01 1724.3116752963
2004-03-01 1725.7669177640
2004-04-01 1728.1239178373
2004-05-01 1728.5628727347
2004-06-01 1728.8823677259
2004-07-01 1730.5615830691
2004-08-01 1727.4003787260
2004-09-01 1726.2254982548
2004-10-01 1734.4897501631
2004-11-01 1736.3969079054
2004-12-01 1739.9375473176
2005-01-01 1741.1316075407
2005-02-01 1742.1561714278
2005-03-01 1742.2724592407
2005-04-01 1747.7620304031
2005-05-01 1745.9163305037
2005-06-01 1747.0840181668
2005-07-01 1749.5156821720
2005-08-01 1751.1071296886
2005-09-01 1755.2771318071
2005-10-01 1756.6827745978
2005-11-01 1759.6227861604
2005-12-01 1761.7654915279
2006-01-01 1766.7405215536
2006-02-01 1769.9915633236
2006-03-01 1774.3196231533
2006-04-01 1775.9381616205
2006-05-01 1780.8456851293
2006-06-01 1783.8286527818
2006-07-01 1783.0657212195
2006-08-01 1785.9057386937
2006-09-01 1788.3172434450
2006-10-01 1791.1967167697
2006-11-01 1793.6808349660
2006-12-01 1793.9277569693
2007-01-01 1796.4309743786
2007-02-01 1801.3374224154
2007-03-01 1806.6467626415
2007-04-01 1798.0858566362
2007-05-01 1806.4789920290
2007-06-01 1808.3770049969
2007-07-01 1813.3233823468
2007-08-01 1815.9159716771
2007-09-01 1816.9296517923
2007-10-01 1816.0825701005
2007-11-01 1820.7713354365
2007-12-01 1823.0858721449
2008-01-01 1823.4855306530
2008-02-01 1825.7313153177
2008-03-01 1825.8068722343
2008-04-01 1824.7960056679
2008-05-01 1824.1368430446
2008-06-01 1824.2903591968
2008-07-01 1827.1887111729
2008-08-01 1824.1223222459
2008-09-01 1818.1352812766
2008-10-01 1814.4459052997
2008-11-01 1806.0801236459
2008-12-01 1800.1088860476
2009-01-01 1790.1407136750
2009-02-01 1779.2508963754
2009-03-01 1769.5966695234
2009-04-01 1757.6532960284
2009-05-01 1750.8678428448
2009-06-01 1744.9952648804
2009-07-01 1734.6341913328
2009-08-01 1720.2891648087
2009-09-01 1721.0072889213
2009-10-01 1730.1474313343
2009-11-01 1727.3103748990
2009-12-01 1724.4104021857
2010-01-01 1721.8517521663
2010-02-01 1719.5465630641
2010-03-01 1721.5321748080
2010-04-01 1728.1069667711
2010-05-01 1733.8705573993
2010-06-01 1733.2077242443
2010-07-01 1725.2806972440
2010-08-01 1719.8229590544
2010-09-01 1731.5214281059
2010-10-01 1734.2671722203
2010-11-01 1734.3491305471
2010-12-01 1736.8822457301
2011-01-01 1742.5596905332
2011-02-01 1745.2294337651
2011-03-01 1747.4079586326
2011-04-01 1750.6594987470
2011-05-01 1752.9121328999
2011-06-01 1753.7734320335
2011-07-01 1760.8520831874
2011-08-01 1764.2881048180
2011-09-01 1772.0677126007
2011-10-01 1775.0030975099
2011-11-01 1778.7403132181
2011-12-01 1782.2545417272
2012-01-01 1788.5974617744
2012-02-01 1795.2717247283
2012-03-01 1802.5074481412
2012-04-01 1812.4935220941
2012-05-01 1819.3255324754
2012-06-01 1828.9010781047
2012-07-01 1832.9098134401
2012-08-01 1838.4877445239
2012-09-01 1841.4681229376
2012-10-01 1847.3197428380
2012-11-01 1854.8609996075
2012-12-01 1859.8053861807
2013-01-01 1858.4498651591
2013-02-01 1867.1462856653
2013-03-01 1872.1198653019
2013-04-01 1873.4042690543
2013-05-01 1878.0024797761
2013-06-01 1878.9017551190
2013-07-01 1883.8205001811
2013-08-01 1890.4422137345
2013-09-01 1894.0581977942
2013-10-01 1900.7364510759
2013-11-01 1910.7260730265
2013-12-01 1912.6345168635
2014-01-01 1916.5209840703
2014-02-01 1923.6724732479
2014-03-01 1927.5897207444
2014-04-01 1932.2388528992
2014-05-01 1938.5487234617
2014-06-01 1941.7717023532
2014-07-01 1946.4235246713
2014-08-01 1952.0586937057
2014-09-01 1958.0315922714
2014-10-01 1962.6187339177
2014-11-01 1969.9618736303
2014-12-01 1976.6500258228
2015-01-01 1982.8485684803
2015-02-01 1986.3481345496
2015-03-01 1993.8101989349
2015-04-01 2001.2698921809
2015-05-01 2006.3364372129
2015-06-01 2009.5787254923
2015-07-01 2024.1113889686
2015-08-01 2030.9126087011
2015-09-01 2034.8200041542
2015-10-01 2041.9737226015
2015-11-01 2044.6544316563
2015-12-01 2050.3936166221
2016-01-01 2058.7426041543
2016-02-01 2065.2150404863
2016-03-01 2066.0793911688
2016-04-01 2079.3948827144
2016-05-01 2079.3015378576
2016-06-01 2076.7011760776
2016-07-01 2090.3194498602
2016-08-01 2092.8041900807
2016-09-01 2099.2700048135
2016-10-01 2102.4846300005
2016-11-01 2106.0257515650
2016-12-01 2107.4343765198
2017-01-01 2111.1044944096
2017-02-01 2114.8963236845
2017-03-01 2121.0961813985
2017-04-01 2119.9257988341
2017-05-01 2123.4555386627
2017-06-01 2126.0606457900
2017-07-01 2125.7759490001
2017-08-01 2126.0380160419
2017-09-01 2132.9026003223
2017-10-01 2135.8381728672
2017-11-01 2139.6686024965
2017-12-01 2144.5800200048
2018-01-01 2147.3202071249
2018-02-01 2152.4054929807
2018-03-01 2157.4507575932
2018-04-01 2158.8560900766
2018-05-01 2161.4081872809
2018-06-01 2167.4239775059
2018-07-01 2167.2506074982
2018-08-01 2175.5178048929
2018-09-01 2177.1535076924
2018-10-01 2182.5859018289
2018-11-01 2187.1629146396
2018-12-01 2192.9643447197
2019-01-01 2195.3380451142
2019-02-01 2201.5021078788
2019-03-01 2204.3663034684
2019-04-01 2206.6484640654
2019-05-01 2208.2740485232
2019-06-01 2211.2087043882
2019-07-01 2217.3859651776
2019-08-01 2225.5606140194
2019-09-01 2223.9290368999
2019-10-01 2225.8487715400
2019-11-01 2233.7129343990
2019-12-01 2237.1108841347
2020-01-01 2246.1878544288
2020-02-01 2248.3518245523
2020-03-01 2220.2304396294
2020-04-01 1891.1266455431
2020-05-01 1901.0425429542
2020-06-01 1930.0276170254
2020-07-01 1940.0961113609
2020-08-01 1949.0306506079
2020-09-01 1962.9462487592
2020-10-01 1988.0655858366
2020-11-01 1992.8817793011
2020-12-01 1983.6932472897
2021-01-01 1972.0927688100
2021-02-01 1996.7440907824
2021-03-01 2008.5710455775
2021-04-01 2028.7539114417
2021-05-01 2039.0946598330
2021-06-01 2049.0730640322
2021-07-01 2078.9197931679
2021-08-01 2088.1355020169
2021-09-01 2094.2998296392
2021-10-01 2131.7353119347
2021-11-01 2139.2739094687
2021-12-01 2150.4200741907
2022-01-01 2152.6548690292
2022-02-01 2166.7073866675
2022-03-01 2173.5353506150
2022-04-01 2177.9253868714
2022-05-01 2180.9983082875
2022-06-01 2187.9860862368
2022-07-01 2191.1463035416
2022-08-01 2194.8925159276
2022-09-01 2195.0285247848
2022-10-01 2194.0834157799
2022-11-01 2197.7325505561
2022-12-01 2194.3689199297
2023-01-01 2191.1559248622
2023-02-01 2189.9798794356
2023-03-01 2186.5600984608
2023-04-01 2185.7231184058
2023-05-01 2184.9939596903
2023-06-01 2185.3932516409
2023-07-01 2179.2270423980
2023-08-01 2181.1592061827
2023-09-01 2184.3388680214
2023-10-01 2183.2068247285
2023-11-01 2183.8514216922
2023-12-01 2184.8143753524
2024-01-01 2192.0463168077
2024-02-01 2183.0557499983
2024-03-01 2181.9861691074
2024-04-01 2178.9315611204
2024-05-01 2179.9997497393
2024-06-01 2175.3504394419
2024-07-01 2177.0130245265
2024-08-01 2171.3246688507
2024-09-01 2172.2137886607
2024-10-01 2172.5728980256
2024-11-01 2170.2189482011
2024-12-01 2165.5582678214
2025-01-01 2168.6206637311
2025-02-01 2165.9816322465
2025-03-01 2166.0170545382
2025-04-01 2166.6542437829
2025-05-01 2166.5156762369
2025-06-01 2162.7617834444
2025-07-01 2168.8106295368
2025-08-01 2167.1018988269
2025-09-01 2171.7800957603
2025-10-01 2175.4549806723
2025-11-01 2176.1828257124
2025-12-01 2180.4610946048
2026-01-01 2182.0171853377
2026-02-01 2183.1348963880
2026-03-01 2183.7521724666
2026-04-01 2184.0939232616
2026-05-01 2183.1423250532
2026-06-01 2184.9236324540
2026-07-01 2185.1618214176
2026-08-01 2188.7069401324
2026-09-01 2188.6658125154

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