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

Title All Employees: Private Service Providing in San Francisco-Oakland-Fremont, CA (MSA)
Series ID SMU06418600800000001SA
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 10:08 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 1252.4645289642
1990-02-01 1252.2379621779
1990-03-01 1254.0375777004
1990-04-01 1255.4955432261
1990-05-01 1254.5808187529
1990-06-01 1261.1149722676
1990-07-01 1269.1543405193
1990-08-01 1266.8036928813
1990-09-01 1268.1712838680
1990-10-01 1274.5167995103
1990-11-01 1273.9791820596
1990-12-01 1275.5163684290
1991-01-01 1279.9915816018
1991-02-01 1277.8003235920
1991-03-01 1275.5965367253
1991-04-01 1275.2217520877
1991-05-01 1272.9925504443
1991-06-01 1272.0732251703
1991-07-01 1270.3369211448
1991-08-01 1269.6173096508
1991-09-01 1268.1342660712
1991-10-01 1267.3023412143
1991-11-01 1265.2153506116
1991-12-01 1263.3620305143
1992-01-01 1259.4855945198
1992-02-01 1255.9242416575
1992-03-01 1257.7364936375
1992-04-01 1258.5958463141
1992-05-01 1256.3413267831
1992-06-01 1253.4542367714
1992-07-01 1254.4440858495
1992-08-01 1254.1619403780
1992-09-01 1253.3589705669
1992-10-01 1253.6964598521
1992-11-01 1252.9079255831
1992-12-01 1251.1634853803
1993-01-01 1266.9583398400
1993-02-01 1264.9935156222
1993-03-01 1263.0082890894
1993-04-01 1261.4205201024
1993-05-01 1262.8680010445
1993-06-01 1264.3235576431
1993-07-01 1264.5830526057
1993-08-01 1263.5625378172
1993-09-01 1264.3325536247
1993-10-01 1263.4355880068
1993-11-01 1261.7094223597
1993-12-01 1267.1540420168
1994-01-01 1261.1462725688
1994-02-01 1263.4085089646
1994-03-01 1268.0558640803
1994-04-01 1265.1684449084
1994-05-01 1263.9218054384
1994-06-01 1262.8494126553
1994-07-01 1260.6313047835
1994-08-01 1260.8928075032
1994-09-01 1263.0928969073
1994-10-01 1263.9532870785
1994-11-01 1267.1672078530
1994-12-01 1271.0067820928
1995-01-01 1273.1720050684
1995-02-01 1277.5541584844
1995-03-01 1281.2815949812
1995-04-01 1281.9840368217
1995-05-01 1285.3048054662
1995-06-01 1288.8792837492
1995-07-01 1293.7612728680
1995-08-01 1300.5565073347
1995-09-01 1306.3022823576
1995-10-01 1297.1611763701
1995-11-01 1302.8297824116
1995-12-01 1305.7358814946
1996-01-01 1312.6779338711
1996-02-01 1315.9495664053
1996-03-01 1320.9519894900
1996-04-01 1318.4392024877
1996-05-01 1322.5101053472
1996-06-01 1326.7372458932
1996-07-01 1332.2888900405
1996-08-01 1334.4159976013
1996-09-01 1336.4580508205
1996-10-01 1341.0596600372
1996-11-01 1349.1317730772
1996-12-01 1351.1453801596
1997-01-01 1354.5677211112
1997-02-01 1360.7459012868
1997-03-01 1367.6112174160
1997-04-01 1379.4335205183
1997-05-01 1383.1362753475
1997-06-01 1386.6014868462
1997-07-01 1387.8178543615
1997-08-01 1386.9665672105
1997-09-01 1395.0680077568
1997-10-01 1398.3765922635
1997-11-01 1401.5359068932
1997-12-01 1408.7019869035
1998-01-01 1409.7149088356
1998-02-01 1412.3694977315
1998-03-01 1415.1665441954
1998-04-01 1421.6580121067
1998-05-01 1424.1265221336
1998-06-01 1429.1214380054
1998-07-01 1432.1418097383
1998-08-01 1437.1559325249
1998-09-01 1441.7050522855
1998-10-01 1444.6540472709
1998-11-01 1448.1810476703
1998-12-01 1451.3364747981
1999-01-01 1456.8062531336
1999-02-01 1459.4548184101
1999-03-01 1462.1175480243
1999-04-01 1462.6908445493
1999-05-01 1466.5365658937
1999-06-01 1468.7584107839
1999-07-01 1474.9444142843
1999-08-01 1477.4931108924
1999-09-01 1480.5206102244
1999-10-01 1486.1626584754
1999-11-01 1487.0118324167
1999-12-01 1494.2477707522
2000-01-01 1498.5335933467
2000-02-01 1505.9826112897
2000-03-01 1511.9887560978
2000-04-01 1516.3125746416
2000-05-01 1519.2684910794
2000-06-01 1528.5391304607
2000-07-01 1535.6131761782
2000-08-01 1540.0027468918
2000-09-01 1546.2706266576
2000-10-01 1547.2967502708
2000-11-01 1552.0327299727
2000-12-01 1553.1452106258
2001-01-01 1554.6573856748
2001-02-01 1552.9359790516
2001-03-01 1552.2317054527
2001-04-01 1534.4148241945
2001-05-01 1527.7477191093
2001-06-01 1523.7917125462
2001-07-01 1511.3305112886
2001-08-01 1504.2480457405
2001-09-01 1494.8964240929
2001-10-01 1485.6737912431
2001-11-01 1476.5600227045
2001-12-01 1470.2594568235
2002-01-01 1465.2947702073
2002-02-01 1460.0560125800
2002-03-01 1458.9542217752
2002-04-01 1452.9534130106
2002-05-01 1452.8690382841
2002-06-01 1449.7383154493
2002-07-01 1448.8571539902
2002-08-01 1448.2825752556
2002-09-01 1445.6516009085
2002-10-01 1445.8641433161
2002-11-01 1449.2239075684
2002-12-01 1442.5470358249
2003-01-01 1437.6194162189
2003-02-01 1435.4456506104
2003-03-01 1430.0770623092
2003-04-01 1427.1653971761
2003-05-01 1423.6987224326
2003-06-01 1423.1423030551
2003-07-01 1418.6022770361
2003-08-01 1418.7852446895
2003-09-01 1417.1180896933
2003-10-01 1415.6860796777
2003-11-01 1414.8069961098
2003-12-01 1413.7567502214
2004-01-01 1414.3805477486
2004-02-01 1414.0061600077
2004-03-01 1415.4016871444
2004-04-01 1417.6987437628
2004-05-01 1418.4290076150
2004-06-01 1418.4325113399
2004-07-01 1419.9466040244
2004-08-01 1418.9882949522
2004-09-01 1418.6502384554
2004-10-01 1424.6012118196
2004-11-01 1426.0147011083
2004-12-01 1428.8944771738
2005-01-01 1429.9020021545
2005-02-01 1430.4167741876
2005-03-01 1430.9427484027
2005-04-01 1435.1712720175
2005-05-01 1433.0855303784
2005-06-01 1434.5398896606
2005-07-01 1436.0688052678
2005-08-01 1439.0858931326
2005-09-01 1441.5745645159
2005-10-01 1442.1921160334
2005-11-01 1445.0732317833
2005-12-01 1447.1081459975
2006-01-01 1451.1783964057
2006-02-01 1454.2525723279
2006-03-01 1457.9962536962
2006-04-01 1460.3549531257
2006-05-01 1465.1700640318
2006-06-01 1469.4152135332
2006-07-01 1466.0108681071
2006-08-01 1468.6815013542
2006-09-01 1470.4304545715
2006-10-01 1470.1642362247
2006-11-01 1472.3865196625
2006-12-01 1473.4793723813
2007-01-01 1475.5200523486
2007-02-01 1479.5097354738
2007-03-01 1485.0003135051
2007-04-01 1476.6154418599
2007-05-01 1483.4323073221
2007-06-01 1486.6830309207
2007-07-01 1491.8874731842
2007-08-01 1493.0897646308
2007-09-01 1492.9878492407
2007-10-01 1499.0343682086
2007-11-01 1503.9190692542
2007-12-01 1504.5459459795
2008-01-01 1506.4042796021
2008-02-01 1509.1374403011
2008-03-01 1510.3809964181
2008-04-01 1509.2512417459
2008-05-01 1510.4440969074
2008-06-01 1509.0745398738
2008-07-01 1509.3555679091
2008-08-01 1508.1835526239
2008-09-01 1504.6260453830
2008-10-01 1498.5925934771
2008-11-01 1490.9351347199
2008-12-01 1484.9042815997
2009-01-01 1474.8504305496
2009-02-01 1464.4659073782
2009-03-01 1456.1549933650
2009-04-01 1443.7909015977
2009-05-01 1440.6156399995
2009-06-01 1434.4958539869
2009-07-01 1426.2879597768
2009-08-01 1423.2822907321
2009-09-01 1419.7768485158
2009-10-01 1423.5800022036
2009-11-01 1422.4688688214
2009-12-01 1421.9343792492
2010-01-01 1419.8559940279
2010-02-01 1418.0438470000
2010-03-01 1421.4715881620
2010-04-01 1424.1312001348
2010-05-01 1424.8540020181
2010-06-01 1427.7946893535
2010-07-01 1429.9162370161
2010-08-01 1428.1063791621
2010-09-01 1430.8107387886
2010-10-01 1431.8309090317
2010-11-01 1430.7279357381
2010-12-01 1433.4361314795
2011-01-01 1439.8014836468
2011-02-01 1442.1076294966
2011-03-01 1445.0167638434
2011-04-01 1449.2132204680
2011-05-01 1452.1305655653
2011-06-01 1453.0343043856
2011-07-01 1460.9703161939
2011-08-01 1464.7185567175
2011-09-01 1476.7142657735
2011-10-01 1475.2936035125
2011-11-01 1480.0570666379
2011-12-01 1484.1891206686
2012-01-01 1491.2051914245
2012-02-01 1496.9733471714
2012-03-01 1504.5244547577
2012-04-01 1515.9355862685
2012-05-01 1522.6976989460
2012-06-01 1531.1558408345
2012-07-01 1532.9035687939
2012-08-01 1540.3694062251
2012-09-01 1545.5889648842
2012-10-01 1550.9054644647
2012-11-01 1556.1341223779
2012-12-01 1561.0506362974
2013-01-01 1562.1345286337
2013-02-01 1570.2743117995
2013-03-01 1574.1768041700
2013-04-01 1575.9470944699
2013-05-01 1580.6513177997
2013-06-01 1583.4086658402
2013-07-01 1587.2747626124
2013-08-01 1592.6868507511
2013-09-01 1596.1206466730
2013-10-01 1601.7520785053
2013-11-01 1610.7937153473
2013-12-01 1615.4101620649
2014-01-01 1617.4096063795
2014-02-01 1623.6106897684
2014-03-01 1628.6134686980
2014-04-01 1631.6252609946
2014-05-01 1636.8354283093
2014-06-01 1639.2864064270
2014-07-01 1641.9412797235
2014-08-01 1649.3026006772
2014-09-01 1654.8026512907
2014-10-01 1658.2928830042
2014-11-01 1663.9302363336
2014-12-01 1670.0054148326
2015-01-01 1676.7864762290
2015-02-01 1680.3056206213
2015-03-01 1686.6416837920
2015-04-01 1693.4857374617
2015-05-01 1698.3952389828
2015-06-01 1701.1075273280
2015-07-01 1713.8824663637
2015-08-01 1719.2752938939
2015-09-01 1723.7932517762
2015-10-01 1731.3364730279
2015-11-01 1733.4248681416
2015-12-01 1739.0020470535
2016-01-01 1745.9559142033
2016-02-01 1751.6938181618
2016-03-01 1751.6591632935
2016-04-01 1764.8557371961
2016-05-01 1763.6184471037
2016-06-01 1761.9298862597
2016-07-01 1774.1308532744
2016-08-01 1775.3791769156
2016-09-01 1780.1214211729
2016-10-01 1782.7051294456
2016-11-01 1786.0758384381
2016-12-01 1787.1531235156
2017-01-01 1791.0770822840
2017-02-01 1795.0624003716
2017-03-01 1801.0963343437
2017-04-01 1800.4806361159
2017-05-01 1803.0543951131
2017-06-01 1807.1771755643
2017-07-01 1806.0202730406
2017-08-01 1807.5269989018
2017-09-01 1812.3977128394
2017-10-01 1814.2620047121
2017-11-01 1817.8752795354
2017-12-01 1822.6678415761
2018-01-01 1825.1988962942
2018-02-01 1830.3166676579
2018-03-01 1835.4589980959
2018-04-01 1836.7960385418
2018-05-01 1839.7334173979
2018-06-01 1844.2913482268
2018-07-01 1847.7509719043
2018-08-01 1853.6396856234
2018-09-01 1855.6002586626
2018-10-01 1860.4601906006
2018-11-01 1864.0718253975
2018-12-01 1868.7240525312
2019-01-01 1873.7191668171
2019-02-01 1878.6698862873
2019-03-01 1882.9176381488
2019-04-01 1885.6456241426
2019-05-01 1887.5595745948
2019-06-01 1888.7099857313
2019-07-01 1894.6118948592
2019-08-01 1900.1601764057
2019-09-01 1901.7313085985
2019-10-01 1903.9666425953
2019-11-01 1911.8578901028
2019-12-01 1914.4463261943
2020-01-01 1921.5871383793
2020-02-01 1925.1654694349
2020-03-01 1899.7693462644
2020-04-01 1581.7164339676
2020-05-01 1598.2981759162
2020-06-01 1631.0402504524
2020-07-01 1638.1248268781
2020-08-01 1638.6670172227
2020-09-01 1655.8548459089
2020-10-01 1682.1256617100
2020-11-01 1689.1381722656
2020-12-01 1681.6756661076
2021-01-01 1668.1903615425
2021-02-01 1693.5420250920
2021-03-01 1707.7230742228
2021-04-01 1725.9853396433
2021-05-01 1736.7736603345
2021-06-01 1743.4031714739
2021-07-01 1771.0279292066
2021-08-01 1776.7096549154
2021-09-01 1783.6620316084
2021-10-01 1818.9181458298
2021-11-01 1828.0556805197
2021-12-01 1838.2055978387
2022-01-01 1839.5939971739
2022-02-01 1855.1037320686
2022-03-01 1862.5758809708
2022-04-01 1866.1622886547
2022-05-01 1870.3722097999
2022-06-01 1874.6529484015
2022-07-01 1876.7418609027
2022-08-01 1880.9629066272
2022-09-01 1882.3299004507
2022-10-01 1881.5833429611
2022-11-01 1882.5359964487
2022-12-01 1878.9283128502
2023-01-01 1874.4944661570
2023-02-01 1873.7503132014
2023-03-01 1870.9470655495
2023-04-01 1869.6606132141
2023-05-01 1866.8838700050
2023-06-01 1866.0835877162
2023-07-01 1857.0581597563
2023-08-01 1859.6947243285
2023-09-01 1863.1585918687
2023-10-01 1858.2172435484
2023-11-01 1856.6286057208
2023-12-01 1857.1095750809
2024-01-01 1862.5376349442
2024-02-01 1853.1101182423
2024-03-01 1851.7820284359
2024-04-01 1847.8011013047
2024-05-01 1847.5990694810
2024-06-01 1840.9956122127
2024-07-01 1841.4014261534
2024-08-01 1838.6265469967
2024-09-01 1837.4244753978
2024-10-01 1836.7408320088
2024-11-01 1834.8476176648
2024-12-01 1828.9541605645
2025-01-01 1831.8318645420
2025-02-01 1831.2670189738
2025-03-01 1830.5233790490
2025-04-01 1830.3097611096
2025-05-01 1831.0739174485
2025-06-01 1827.4488902361
2025-07-01 1833.6085885642
2025-08-01 1835.8879904534
2025-09-01 1837.5877461901
2025-10-01 1841.4007535214
2025-11-01 1842.7630780217
2025-12-01 1847.1568312618
2026-01-01 1848.7748972088
2026-02-01 1848.9256056718
2026-03-01 1848.9499334683
2026-04-01 1849.1463818231
2026-05-01 1845.9508952998
2026-06-01 1848.4884857458
2026-07-01 1847.0728386374
2026-08-01 1846.1522581785
2026-09-01 1844.2753477685

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