Table Data - All Employees: Other Services: Personal and Laundry Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Other Services: Personal and Laundry Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360848081200001SA |
| 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 10:07 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 | 7.8908316120 |
| 1990-02-01 | 7.8980333504 |
| 1990-03-01 | 7.9290681523 |
| 1990-04-01 | 8.1756104293 |
| 1990-05-01 | 8.0423943873 |
| 1990-06-01 | 8.0178978145 |
| 1990-07-01 | 7.9905848066 |
| 1990-08-01 | 7.9437337759 |
| 1990-09-01 | 7.9955188646 |
| 1990-10-01 | 7.9903707367 |
| 1990-11-01 | 8.1314031926 |
| 1990-12-01 | 8.0846843402 |
| 1991-01-01 | 8.2010789327 |
| 1991-02-01 | 8.2070980636 |
| 1991-03-01 | 8.2350002271 |
| 1991-04-01 | 8.1726319532 |
| 1991-05-01 | 8.1318083384 |
| 1991-06-01 | 8.1080217055 |
| 1991-07-01 | 8.3912662860 |
| 1991-08-01 | 8.3451424804 |
| 1991-09-01 | 8.2932981739 |
| 1991-10-01 | 8.2905026385 |
| 1991-11-01 | 8.2321246386 |
| 1991-12-01 | 8.2763259673 |
| 1992-01-01 | 8.3188950241 |
| 1992-02-01 | 8.3227038047 |
| 1992-03-01 | 8.3439027968 |
| 1992-04-01 | 8.2694966835 |
| 1992-05-01 | 8.1154642811 |
| 1992-06-01 | 8.1931562706 |
| 1992-07-01 | 8.2903240109 |
| 1992-08-01 | 8.3418516337 |
| 1992-09-01 | 8.3904354832 |
| 1992-10-01 | 8.3903159080 |
| 1992-11-01 | 8.4409019285 |
| 1992-12-01 | 8.3584994443 |
| 1993-01-01 | 8.3386319350 |
| 1993-02-01 | 8.4505644265 |
| 1993-03-01 | 8.3586381642 |
| 1993-04-01 | 8.4659575120 |
| 1993-05-01 | 8.4905998610 |
| 1993-06-01 | 8.5728179662 |
| 1993-07-01 | 8.3886467870 |
| 1993-08-01 | 8.3381472528 |
| 1993-09-01 | 8.2894944663 |
| 1993-10-01 | 8.3949311758 |
| 1993-11-01 | 8.2404692085 |
| 1993-12-01 | 8.3404056698 |
| 1994-01-01 | 8.2658605495 |
| 1994-02-01 | 8.1756797028 |
| 1994-03-01 | 8.2845887206 |
| 1994-04-01 | 8.2604859060 |
| 1994-05-01 | 8.2631400122 |
| 1994-06-01 | 8.2416996467 |
| 1994-07-01 | 8.1882026252 |
| 1994-08-01 | 8.1375624937 |
| 1994-09-01 | 8.1940871053 |
| 1994-10-01 | 8.0915802661 |
| 1994-11-01 | 8.2512759463 |
| 1994-12-01 | 8.2170523819 |
| 1995-01-01 | 8.2873802544 |
| 1995-02-01 | 8.3000123918 |
| 1995-03-01 | 8.3158110978 |
| 1995-04-01 | 8.2504889452 |
| 1995-05-01 | 8.2371667365 |
| 1995-06-01 | 8.2087431963 |
| 1995-07-01 | 8.3921818372 |
| 1995-08-01 | 8.3415206639 |
| 1995-09-01 | 8.2954882444 |
| 1995-10-01 | 8.0982527063 |
| 1995-11-01 | 8.1497293993 |
| 1995-12-01 | 8.1990292485 |
| 1996-01-01 | 8.2121567364 |
| 1996-02-01 | 8.1061642683 |
| 1996-03-01 | 8.1426390632 |
| 1996-04-01 | 8.1434735454 |
| 1996-05-01 | 8.2206981759 |
| 1996-06-01 | 8.2853469030 |
| 1996-07-01 | 8.2950191823 |
| 1996-08-01 | 8.3438634815 |
| 1996-09-01 | 8.2967353199 |
| 1996-10-01 | 8.3971959804 |
| 1996-11-01 | 8.4594705901 |
| 1996-12-01 | 8.3804388949 |
| 1997-01-01 | 8.3329035843 |
| 1997-02-01 | 8.3020389915 |
| 1997-03-01 | 8.3608355587 |
| 1997-04-01 | 8.6385974115 |
| 1997-05-01 | 8.6139564750 |
| 1997-06-01 | 8.4740377542 |
| 1997-07-01 | 8.3940382264 |
| 1997-08-01 | 8.3489904378 |
| 1997-09-01 | 8.3955582655 |
| 1997-10-01 | 8.4975053102 |
| 1997-11-01 | 8.4558666804 |
| 1997-12-01 | 8.5685605015 |
| 1998-01-01 | 8.7598829643 |
| 1998-02-01 | 8.6903649919 |
| 1998-03-01 | 8.6725580906 |
| 1998-04-01 | 8.8351311537 |
| 1998-05-01 | 8.4134581474 |
| 1998-06-01 | 8.8687651319 |
| 1998-07-01 | 8.7870802435 |
| 1998-08-01 | 8.8574779876 |
| 1998-09-01 | 8.8920791546 |
| 1998-10-01 | 8.7911874880 |
| 1998-11-01 | 8.8596603587 |
| 1998-12-01 | 8.8616551514 |
| 1999-01-01 | 8.7758586562 |
| 1999-02-01 | 8.8867840307 |
| 1999-03-01 | 8.8781767539 |
| 1999-04-01 | 8.8321636128 |
| 1999-05-01 | 8.9169092218 |
| 1999-06-01 | 8.8667466656 |
| 1999-07-01 | 8.9752234349 |
| 1999-08-01 | 9.0663744629 |
| 1999-09-01 | 9.0822994708 |
| 1999-10-01 | 9.1923661736 |
| 1999-11-01 | 9.1537119388 |
| 1999-12-01 | 9.2612757865 |
| 2000-01-01 | 9.2905769030 |
| 2000-02-01 | 9.3938029440 |
| 2000-03-01 | 9.3767171360 |
| 2000-04-01 | 9.3314882999 |
| 2000-05-01 | 9.3197238155 |
| 2000-06-01 | 9.3674843513 |
| 2000-07-01 | 9.4597398833 |
| 2000-08-01 | 9.3674935072 |
| 2000-09-01 | 9.3711079190 |
| 2000-10-01 | 9.6949899896 |
| 2000-11-01 | 9.6550687964 |
| 2000-12-01 | 9.6654197197 |
| 2001-01-01 | 9.6945658498 |
| 2001-02-01 | 9.7132030550 |
| 2001-03-01 | 9.7696960353 |
| 2001-04-01 | 9.8284485025 |
| 2001-05-01 | 9.8260222563 |
| 2001-06-01 | 9.8653717598 |
| 2001-07-01 | 9.8414614839 |
| 2001-08-01 | 9.9674698813 |
| 2001-09-01 | 9.7629506727 |
| 2001-10-01 | 9.5995069360 |
| 2001-11-01 | 9.6536120409 |
| 2001-12-01 | 9.5715425205 |
| 2002-01-01 | 9.5980202328 |
| 2002-02-01 | 9.5404351008 |
| 2002-03-01 | 9.4586560050 |
| 2002-04-01 | 9.4192671405 |
| 2002-05-01 | 9.4321757303 |
| 2002-06-01 | 9.3571184867 |
| 2002-07-01 | 9.3317063645 |
| 2002-08-01 | 9.2641212377 |
| 2002-09-01 | 9.2628828047 |
| 2002-10-01 | 9.3012151233 |
| 2002-11-01 | 9.3595938537 |
| 2002-12-01 | 9.1799441378 |
| 2003-01-01 | 9.0897807041 |
| 2003-02-01 | 9.0605137429 |
| 2003-03-01 | 9.0504752895 |
| 2003-04-01 | 9.1063202159 |
| 2003-05-01 | 9.1404690489 |
| 2003-06-01 | 9.1509661427 |
| 2003-07-01 | 9.0305157756 |
| 2003-08-01 | 9.2609131882 |
| 2003-09-01 | 9.1696789736 |
| 2003-10-01 | 9.1017542383 |
| 2003-11-01 | 9.1583648235 |
| 2003-12-01 | 9.1827857033 |
| 2004-01-01 | 9.1826967130 |
| 2004-02-01 | 9.1686910802 |
| 2004-03-01 | 9.2467762928 |
| 2004-04-01 | 9.1957089133 |
| 2004-05-01 | 9.1521439360 |
| 2004-06-01 | 9.1495324726 |
| 2004-07-01 | 9.2352616127 |
| 2004-08-01 | 9.1527780050 |
| 2004-09-01 | 9.1863094207 |
| 2004-10-01 | 9.1013000773 |
| 2004-11-01 | 9.0508832601 |
| 2004-12-01 | 9.0813404832 |
| 2005-01-01 | 9.0696990264 |
| 2005-02-01 | 9.0650548539 |
| 2005-03-01 | 9.1445427498 |
| 2005-04-01 | 9.0930549949 |
| 2005-05-01 | 9.0730730113 |
| 2005-06-01 | 9.0563771333 |
| 2005-07-01 | 8.9348720770 |
| 2005-08-01 | 9.0469434385 |
| 2005-09-01 | 9.0062737080 |
| 2005-10-01 | 9.0969400958 |
| 2005-11-01 | 9.0300303748 |
| 2005-12-01 | 9.0772849452 |
| 2006-01-01 | 9.1624980097 |
| 2006-02-01 | 9.2579559633 |
| 2006-03-01 | 9.1502707671 |
| 2006-04-01 | 9.1919364859 |
| 2006-05-01 | 9.1898361756 |
| 2006-06-01 | 9.3678106299 |
| 2006-07-01 | 9.1321136770 |
| 2006-08-01 | 9.1396438101 |
| 2006-09-01 | 9.1316505742 |
| 2006-10-01 | 9.0852225814 |
| 2006-11-01 | 9.1064948562 |
| 2006-12-01 | 9.1804983118 |
| 2007-01-01 | 8.9546189205 |
| 2007-02-01 | 8.9504296763 |
| 2007-03-01 | 8.8623625498 |
| 2007-04-01 | 8.7910802262 |
| 2007-05-01 | 8.8978752091 |
| 2007-06-01 | 8.9805098224 |
| 2007-07-01 | 9.0231447759 |
| 2007-08-01 | 9.0369691765 |
| 2007-09-01 | 9.0559506296 |
| 2007-10-01 | 9.0662745308 |
| 2007-11-01 | 9.1847088052 |
| 2007-12-01 | 9.2891449287 |
| 2008-01-01 | 9.3578453329 |
| 2008-02-01 | 9.3455330186 |
| 2008-03-01 | 9.3768866656 |
| 2008-04-01 | 9.2861706388 |
| 2008-05-01 | 9.2941636652 |
| 2008-06-01 | 9.1941013254 |
| 2008-07-01 | 9.4100020751 |
| 2008-08-01 | 9.5330936991 |
| 2008-09-01 | 9.4717917676 |
| 2008-10-01 | 9.4512814795 |
| 2008-11-01 | 9.4743840555 |
| 2008-12-01 | 9.4022234876 |
| 2009-01-01 | 9.2617441492 |
| 2009-02-01 | 9.2513986170 |
| 2009-03-01 | 9.1836055703 |
| 2009-04-01 | 9.1807224121 |
| 2009-05-01 | 9.1868002414 |
| 2009-06-01 | 9.0024590632 |
| 2009-07-01 | 8.9966796533 |
| 2009-08-01 | 8.9262540766 |
| 2009-09-01 | 8.8728738540 |
| 2009-10-01 | 8.9438135991 |
| 2009-11-01 | 8.8720551758 |
| 2009-12-01 | 8.8186927067 |
| 2010-01-01 | 8.8722597474 |
| 2010-02-01 | 8.8622956366 |
| 2010-03-01 | 8.8883087390 |
| 2010-04-01 | 8.9735288528 |
| 2010-05-01 | 8.9715050399 |
| 2010-06-01 | 9.0089125365 |
| 2010-07-01 | 8.9882076552 |
| 2010-08-01 | 8.9147473104 |
| 2010-09-01 | 8.8627318388 |
| 2010-10-01 | 9.0375289705 |
| 2010-11-01 | 8.8833175395 |
| 2010-12-01 | 8.9402674087 |
| 2011-01-01 | 9.2754460477 |
| 2011-02-01 | 9.2775950103 |
| 2011-03-01 | 9.2974549008 |
| 2011-04-01 | 9.2630784677 |
| 2011-05-01 | 9.2540620135 |
| 2011-06-01 | 9.2063707488 |
| 2011-07-01 | 9.2863569264 |
| 2011-08-01 | 9.3029778786 |
| 2011-09-01 | 9.3459087333 |
| 2011-10-01 | 9.3369964041 |
| 2011-11-01 | 9.3987506002 |
| 2011-12-01 | 9.4609223176 |
| 2012-01-01 | 9.4769160785 |
| 2012-02-01 | 9.4876109565 |
| 2012-03-01 | 9.6090318444 |
| 2012-04-01 | 9.6551698594 |
| 2012-05-01 | 9.7354142485 |
| 2012-06-01 | 9.9056022927 |
| 2012-07-01 | 9.8832089920 |
| 2012-08-01 | 9.9914721267 |
| 2012-09-01 | 10.0272655826 |
| 2012-10-01 | 9.9437533365 |
| 2012-11-01 | 10.1176787017 |
| 2012-12-01 | 10.0768399562 |
| 2013-01-01 | 10.0707040677 |
| 2013-02-01 | 10.0962254114 |
| 2013-03-01 | 10.1232318038 |
| 2013-04-01 | 10.1485134572 |
| 2013-05-01 | 10.2186945920 |
| 2013-06-01 | 10.3009938733 |
| 2013-07-01 | 10.3783001066 |
| 2013-08-01 | 10.5781954606 |
| 2013-09-01 | 10.6213020165 |
| 2013-10-01 | 10.6542608856 |
| 2013-11-01 | 10.6320766692 |
| 2013-12-01 | 10.6908657173 |
| 2014-01-01 | 10.7646641873 |
| 2014-02-01 | 10.7965959187 |
| 2014-03-01 | 10.8350049893 |
| 2014-04-01 | 10.9461814206 |
| 2014-05-01 | 10.9981975417 |
| 2014-06-01 | 10.9015737735 |
| 2014-07-01 | 10.8723132877 |
| 2014-08-01 | 10.8632927369 |
| 2014-09-01 | 10.9259579329 |
| 2014-10-01 | 10.9629199651 |
| 2014-11-01 | 10.9451455344 |
| 2014-12-01 | 11.0099265335 |
| 2015-01-01 | 11.0550767041 |
| 2015-02-01 | 11.0939571548 |
| 2015-03-01 | 11.1413489158 |
| 2015-04-01 | 11.1437661880 |
| 2015-05-01 | 11.1746902593 |
| 2015-06-01 | 11.2020525004 |
| 2015-07-01 | 11.2646635237 |
| 2015-08-01 | 11.2544552328 |
| 2015-09-01 | 11.3430788469 |
| 2015-10-01 | 11.3702954676 |
| 2015-11-01 | 11.4521925159 |
| 2015-12-01 | 11.5280323060 |
| 2016-01-01 | 11.5440265853 |
| 2016-02-01 | 11.5901205231 |
| 2016-03-01 | 11.5364603096 |
| 2016-04-01 | 11.6516116377 |
| 2016-05-01 | 11.6522747973 |
| 2016-06-01 | 11.7076799004 |
| 2016-07-01 | 11.7580409180 |
| 2016-08-01 | 11.7427603725 |
| 2016-09-01 | 11.6582345792 |
| 2016-10-01 | 11.5806162085 |
| 2016-11-01 | 11.7533165963 |
| 2016-12-01 | 11.9404086306 |
| 2017-01-01 | 11.8341164701 |
| 2017-02-01 | 11.8909579903 |
| 2017-03-01 | 11.9324507694 |
| 2017-04-01 | 11.9625344254 |
| 2017-05-01 | 12.0372596027 |
| 2017-06-01 | 12.1105293141 |
| 2017-07-01 | 12.1516275889 |
| 2017-08-01 | 12.3293007291 |
| 2017-09-01 | 12.3715764699 |
| 2017-10-01 | 12.3912135425 |
| 2017-11-01 | 12.4389938808 |
| 2017-12-01 | 12.4429698538 |
| 2018-01-01 | 12.4342863258 |
| 2018-02-01 | 12.7003848513 |
| 2018-03-01 | 12.8297649824 |
| 2018-04-01 | 13.0826870084 |
| 2018-05-01 | 12.9305430760 |
| 2018-06-01 | 12.8117480077 |
| 2018-07-01 | 12.9470123951 |
| 2018-08-01 | 12.9084245267 |
| 2018-09-01 | 12.8725946507 |
| 2018-10-01 | 13.1975375506 |
| 2018-11-01 | 13.1211536842 |
| 2018-12-01 | 13.1396343420 |
| 2019-01-01 | 13.2451816425 |
| 2019-02-01 | 13.1140467953 |
| 2019-03-01 | 13.1340471643 |
| 2019-04-01 | 13.0979300406 |
| 2019-05-01 | 13.1360192243 |
| 2019-06-01 | 13.1106264763 |
| 2019-07-01 | 13.1366636253 |
| 2019-08-01 | 13.1935916845 |
| 2019-09-01 | 13.1702838581 |
| 2019-10-01 | 13.1932893097 |
| 2019-11-01 | 13.1991071937 |
| 2019-12-01 | 13.3291323977 |
| 2020-01-01 | 13.4672195018 |
| 2020-02-01 | 13.5308677657 |
| 2020-03-01 | 12.9398391841 |
| 2020-04-01 | 4.9127691111 |
| 2020-05-01 | 4.9501046177 |
| 2020-06-01 | 5.7063347734 |
| 2020-07-01 | 5.7251595263 |
| 2020-08-01 | 5.0770798795 |
| 2020-09-01 | 6.7656838999 |
| 2020-10-01 | 8.9872069832 |
| 2020-11-01 | 9.1803115125 |
| 2020-12-01 | 7.5206834345 |
| 2021-01-01 | 5.7901897609 |
| 2021-02-01 | 8.3374087120 |
| 2021-03-01 | 8.8509852399 |
| 2021-04-01 | 9.2163776714 |
| 2021-05-01 | 9.4731035254 |
| 2021-06-01 | 9.8015327700 |
| 2021-07-01 | 10.2126959167 |
| 2021-08-01 | 10.3691741216 |
| 2021-09-01 | 10.4685651267 |
| 2021-10-01 | 11.1747507781 |
| 2021-11-01 | 11.2569376194 |
| 2021-12-01 | 11.4152316775 |
| 2022-01-01 | 11.2145160198 |
| 2022-02-01 | 11.4386151997 |
| 2022-03-01 | 11.4587675871 |
| 2022-04-01 | 11.5146509243 |
| 2022-05-01 | 11.4926315569 |
| 2022-06-01 | 11.6025392307 |
| 2022-07-01 | 11.7070025871 |
| 2022-08-01 | 11.7671687905 |
| 2022-09-01 | 11.9711521470 |
| 2022-10-01 | 11.9620502653 |
| 2022-11-01 | 11.9346283888 |
| 2022-12-01 | 12.0185805579 |
| 2023-01-01 | 12.0292968301 |
| 2023-02-01 | 12.1330433264 |
| 2023-03-01 | 12.2583862816 |
| 2023-04-01 | 12.3038933178 |
| 2023-05-01 | 12.4135357454 |
| 2023-06-01 | 12.5102333679 |
| 2023-07-01 | 12.5100342905 |
| 2023-08-01 | 12.5800753243 |
| 2023-09-01 | 12.5730910577 |
| 2023-10-01 | 12.5417165302 |
| 2023-11-01 | 12.6136099698 |
| 2023-12-01 | 12.6214811677 |
| 2024-01-01 | 12.7375361709 |
| 2024-02-01 | 12.7285299859 |
| 2024-03-01 | 12.6526061357 |
| 2024-04-01 | 12.4938603337 |
| 2024-05-01 | 12.6251147399 |
| 2024-06-01 | 12.6231610762 |
| 2024-07-01 | 12.6212012481 |
| 2024-08-01 | 12.5950407564 |
| 2024-09-01 | 12.5718592754 |
| 2024-10-01 | 12.8275839343 |
| 2024-11-01 | 12.6976012609 |
| 2024-12-01 | 12.7251245058 |
| 2025-01-01 | 12.6349420205 |
| 2025-02-01 | 12.8218665426 |
| 2025-03-01 | 12.8468546467 |
| 2025-04-01 | 12.9836147842 |
| 2025-05-01 | 13.0346313368 |
| 2025-06-01 | 13.0360320398 |
| 2025-07-01 | 13.1353927596 |
| 2025-08-01 | 13.1107909780 |
| 2025-09-01 | 13.1695377701 |
| 2025-10-01 | 13.2157054607 |
| 2025-11-01 | 13.2833871783 |
| 2025-12-01 | 13.2235798566 |
| 2026-01-01 | 13.2341782130 |
| 2026-02-01 | 13.2194315979 |
| 2026-03-01 | 13.3434053870 |
| 2026-04-01 | 13.2787774604 |
| 2026-05-01 | 13.2357427904 |
| 2026-06-01 | 13.1480334066 |
| 2026-07-01 | 13.7445863954 |
| 2026-08-01 | 13.4210476292 |
| 2026-09-01 | 13.5650521784 |