Table Data - All Employees: Professional and Business Services: Office Administrative Services in California
| Title | All Employees: Professional and Business Services: Office Administrative Services in California |
|---|---|
| Series ID | SMU06000006056110001SA |
| 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 10:03 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 | 30.0538132926 |
| 1990-02-01 | 30.5481500586 |
| 1990-03-01 | 30.8977301380 |
| 1990-04-01 | 31.2163930820 |
| 1990-05-01 | 31.7112348340 |
| 1990-06-01 | 31.8982316177 |
| 1990-07-01 | 31.7231416908 |
| 1990-08-01 | 31.8684859597 |
| 1990-09-01 | 31.7298378890 |
| 1990-10-01 | 31.5416273321 |
| 1990-11-01 | 31.7378969943 |
| 1990-12-01 | 32.0667691403 |
| 1991-01-01 | 30.2513063538 |
| 1991-02-01 | 30.0510969859 |
| 1991-03-01 | 29.8082138584 |
| 1991-04-01 | 31.1173427479 |
| 1991-05-01 | 30.6402747055 |
| 1991-06-01 | 30.5166835922 |
| 1991-07-01 | 29.5923778149 |
| 1991-08-01 | 29.4262710567 |
| 1991-09-01 | 29.3042126227 |
| 1991-10-01 | 29.6403608307 |
| 1991-11-01 | 29.6560843081 |
| 1991-12-01 | 29.9709094192 |
| 1992-01-01 | 30.3784023301 |
| 1992-02-01 | 30.3606539318 |
| 1992-03-01 | 30.4158341445 |
| 1992-04-01 | 30.4368850085 |
| 1992-05-01 | 30.0739431856 |
| 1992-06-01 | 29.9317165905 |
| 1992-07-01 | 30.4290987686 |
| 1992-08-01 | 30.2501851727 |
| 1992-09-01 | 30.5324031076 |
| 1992-10-01 | 30.6483778637 |
| 1992-11-01 | 30.5160385876 |
| 1992-12-01 | 30.9051936817 |
| 1993-01-01 | 31.4274683053 |
| 1993-02-01 | 31.4003720182 |
| 1993-03-01 | 31.3152348736 |
| 1993-04-01 | 30.7399374379 |
| 1993-05-01 | 30.2967283240 |
| 1993-06-01 | 30.3466079509 |
| 1993-07-01 | 31.7355725711 |
| 1993-08-01 | 31.3562632011 |
| 1993-09-01 | 31.3521459098 |
| 1993-10-01 | 31.3540373244 |
| 1993-11-01 | 31.4824937213 |
| 1993-12-01 | 31.8520227863 |
| 1994-01-01 | 30.2958229396 |
| 1994-02-01 | 30.9718204663 |
| 1994-03-01 | 30.9254170493 |
| 1994-04-01 | 31.6586625772 |
| 1994-05-01 | 31.3818498210 |
| 1994-06-01 | 31.5128915550 |
| 1994-07-01 | 31.6571292264 |
| 1994-08-01 | 31.8430539753 |
| 1994-09-01 | 31.8893055100 |
| 1994-10-01 | 32.0848535260 |
| 1994-11-01 | 32.0203716037 |
| 1994-12-01 | 32.4151778502 |
| 1995-01-01 | 32.1618975308 |
| 1995-02-01 | 32.6578560595 |
| 1995-03-01 | 32.5723827512 |
| 1995-04-01 | 32.0353956282 |
| 1995-05-01 | 32.3471253013 |
| 1995-06-01 | 32.3644063247 |
| 1995-07-01 | 32.2983388103 |
| 1995-08-01 | 32.3417036213 |
| 1995-09-01 | 32.4721642327 |
| 1995-10-01 | 31.8042239256 |
| 1995-11-01 | 31.9244742489 |
| 1995-12-01 | 31.9657288463 |
| 1996-01-01 | 32.4171202740 |
| 1996-02-01 | 32.7473757028 |
| 1996-03-01 | 33.5470122509 |
| 1996-04-01 | 33.5907996117 |
| 1996-05-01 | 33.8816699317 |
| 1996-06-01 | 34.5879340103 |
| 1996-07-01 | 34.0932766295 |
| 1996-08-01 | 33.9760273276 |
| 1996-09-01 | 34.0780941936 |
| 1996-10-01 | 34.4616747136 |
| 1996-11-01 | 34.8193784604 |
| 1996-12-01 | 33.9996674191 |
| 1997-01-01 | 32.7166419186 |
| 1997-02-01 | 33.0173419304 |
| 1997-03-01 | 33.0106650819 |
| 1997-04-01 | 33.1702789838 |
| 1997-05-01 | 33.2412223826 |
| 1997-06-01 | 33.2334658582 |
| 1997-07-01 | 32.8059167199 |
| 1997-08-01 | 32.8973156173 |
| 1997-09-01 | 32.5424103407 |
| 1997-10-01 | 32.5977403686 |
| 1997-11-01 | 33.0388179692 |
| 1997-12-01 | 33.2094619612 |
| 1998-01-01 | 33.6437285776 |
| 1998-02-01 | 33.9195736742 |
| 1998-03-01 | 33.5493784603 |
| 1998-04-01 | 33.3367264149 |
| 1998-05-01 | 33.5112495568 |
| 1998-06-01 | 33.6949067372 |
| 1998-07-01 | 34.2505193683 |
| 1998-08-01 | 34.3840883554 |
| 1998-09-01 | 34.6505195559 |
| 1998-10-01 | 34.1700914722 |
| 1998-11-01 | 33.7638071765 |
| 1998-12-01 | 33.1981775508 |
| 1999-01-01 | 32.0220515470 |
| 1999-02-01 | 32.4307823529 |
| 1999-03-01 | 32.4525868633 |
| 1999-04-01 | 32.6761495917 |
| 1999-05-01 | 32.5942137062 |
| 1999-06-01 | 32.4917590509 |
| 1999-07-01 | 32.6313535863 |
| 1999-08-01 | 33.0524834026 |
| 1999-09-01 | 33.3991596151 |
| 1999-10-01 | 33.1277117320 |
| 1999-11-01 | 33.4808454749 |
| 1999-12-01 | 33.6408952469 |
| 2000-01-01 | 33.2765647197 |
| 2000-02-01 | 33.2829185699 |
| 2000-03-01 | 33.6242187348 |
| 2000-04-01 | 34.0552964501 |
| 2000-05-01 | 33.7825706733 |
| 2000-06-01 | 34.1294036048 |
| 2000-07-01 | 33.8399493452 |
| 2000-08-01 | 33.8414829107 |
| 2000-09-01 | 34.0441893003 |
| 2000-10-01 | 34.3833205296 |
| 2000-11-01 | 34.2763594324 |
| 2000-12-01 | 34.8276326127 |
| 2001-01-01 | 35.6310182276 |
| 2001-02-01 | 36.0365706436 |
| 2001-03-01 | 36.1659428468 |
| 2001-04-01 | 36.1860271449 |
| 2001-05-01 | 36.7079191163 |
| 2001-06-01 | 37.2088674404 |
| 2001-07-01 | 37.8372180112 |
| 2001-08-01 | 37.9124555754 |
| 2001-09-01 | 38.1116103570 |
| 2001-10-01 | 38.2745877352 |
| 2001-11-01 | 38.1256358917 |
| 2001-12-01 | 38.3677293422 |
| 2002-01-01 | 39.1946581211 |
| 2002-02-01 | 39.6243603547 |
| 2002-03-01 | 40.4341980693 |
| 2002-04-01 | 40.1896555828 |
| 2002-05-01 | 40.3911684868 |
| 2002-06-01 | 40.1249001336 |
| 2002-07-01 | 39.6841645088 |
| 2002-08-01 | 39.8060862907 |
| 2002-09-01 | 39.6468960862 |
| 2002-10-01 | 40.8092060540 |
| 2002-11-01 | 42.3472230395 |
| 2002-12-01 | 43.0101316773 |
| 2003-01-01 | 42.8960749961 |
| 2003-02-01 | 43.4462556964 |
| 2003-03-01 | 43.7444939761 |
| 2003-04-01 | 44.3689286572 |
| 2003-05-01 | 44.8168325333 |
| 2003-06-01 | 45.2459691314 |
| 2003-07-01 | 45.6792112275 |
| 2003-08-01 | 46.2142022516 |
| 2003-09-01 | 46.6085365743 |
| 2003-10-01 | 47.2151192715 |
| 2003-11-01 | 47.2517457253 |
| 2003-12-01 | 47.6554461766 |
| 2004-01-01 | 47.7900847952 |
| 2004-02-01 | 47.9274189151 |
| 2004-03-01 | 48.4752089330 |
| 2004-04-01 | 48.8055382781 |
| 2004-05-01 | 49.5696676011 |
| 2004-06-01 | 50.2378855456 |
| 2004-07-01 | 51.3135153854 |
| 2004-08-01 | 52.2302161607 |
| 2004-09-01 | 52.4590982677 |
| 2004-10-01 | 53.4247851731 |
| 2004-11-01 | 54.3093975323 |
| 2004-12-01 | 54.9481053645 |
| 2005-01-01 | 55.4728695409 |
| 2005-02-01 | 55.8541108908 |
| 2005-03-01 | 56.5213693930 |
| 2005-04-01 | 57.2449818826 |
| 2005-05-01 | 57.1960691631 |
| 2005-06-01 | 57.6009851179 |
| 2005-07-01 | 57.9859221098 |
| 2005-08-01 | 58.1859807271 |
| 2005-09-01 | 58.7498043388 |
| 2005-10-01 | 59.4753514251 |
| 2005-11-01 | 59.7048497305 |
| 2005-12-01 | 59.8977970015 |
| 2006-01-01 | 60.8287767927 |
| 2006-02-01 | 61.1070819819 |
| 2006-03-01 | 61.2720060238 |
| 2006-04-01 | 61.2486649159 |
| 2006-05-01 | 62.2523301980 |
| 2006-06-01 | 62.9263353711 |
| 2006-07-01 | 63.2307914282 |
| 2006-08-01 | 63.6611451957 |
| 2006-09-01 | 64.2099175835 |
| 2006-10-01 | 64.7354817928 |
| 2006-11-01 | 65.1619504027 |
| 2006-12-01 | 65.9285714538 |
| 2007-01-01 | 65.5834404590 |
| 2007-02-01 | 66.3505712448 |
| 2007-03-01 | 66.8336713531 |
| 2007-04-01 | 66.2905813498 |
| 2007-05-01 | 66.6247876154 |
| 2007-06-01 | 67.0523548078 |
| 2007-07-01 | 66.8054901171 |
| 2007-08-01 | 66.9516760785 |
| 2007-09-01 | 67.0118892407 |
| 2007-10-01 | 66.2220950700 |
| 2007-11-01 | 66.3058935097 |
| 2007-12-01 | 65.9414602826 |
| 2008-01-01 | 66.8497857938 |
| 2008-02-01 | 67.3099917242 |
| 2008-03-01 | 67.3631358601 |
| 2008-04-01 | 67.6973639650 |
| 2008-05-01 | 67.8665303333 |
| 2008-06-01 | 67.9606884396 |
| 2008-07-01 | 68.9178201890 |
| 2008-08-01 | 68.9956910896 |
| 2008-09-01 | 69.0623698483 |
| 2008-10-01 | 68.7065255691 |
| 2008-11-01 | 68.7260965195 |
| 2008-12-01 | 68.2670193590 |
| 2009-01-01 | 67.7615272451 |
| 2009-02-01 | 67.2527774491 |
| 2009-03-01 | 67.1704470976 |
| 2009-04-01 | 67.6839146892 |
| 2009-05-01 | 67.8112061845 |
| 2009-06-01 | 68.0038862352 |
| 2009-07-01 | 67.1715466347 |
| 2009-08-01 | 66.8466536492 |
| 2009-09-01 | 67.3719256025 |
| 2009-10-01 | 67.8022928903 |
| 2009-11-01 | 67.6803423176 |
| 2009-12-01 | 68.2848408978 |
| 2010-01-01 | 69.7383147340 |
| 2010-02-01 | 69.3928899922 |
| 2010-03-01 | 69.6371213013 |
| 2010-04-01 | 70.0783987741 |
| 2010-05-01 | 70.1701762759 |
| 2010-06-01 | 70.3062893021 |
| 2010-07-01 | 70.6827868453 |
| 2010-08-01 | 71.1703504419 |
| 2010-09-01 | 70.6838393862 |
| 2010-10-01 | 71.3026131282 |
| 2010-11-01 | 71.1199094638 |
| 2010-12-01 | 71.4303018298 |
| 2011-01-01 | 71.0595161242 |
| 2011-02-01 | 70.8764243838 |
| 2011-03-01 | 71.0834367141 |
| 2011-04-01 | 68.9745918579 |
| 2011-05-01 | 69.0505130222 |
| 2011-06-01 | 69.3038735496 |
| 2011-07-01 | 69.5399725252 |
| 2011-08-01 | 69.2221067346 |
| 2011-09-01 | 69.4030331034 |
| 2011-10-01 | 69.6009159034 |
| 2011-11-01 | 70.1657848863 |
| 2011-12-01 | 70.0546010951 |
| 2012-01-01 | 70.1724703765 |
| 2012-02-01 | 70.3274430009 |
| 2012-03-01 | 70.5073080127 |
| 2012-04-01 | 69.9950687037 |
| 2012-05-01 | 70.8481980007 |
| 2012-06-01 | 71.0610908449 |
| 2012-07-01 | 71.3981830658 |
| 2012-08-01 | 72.3337008726 |
| 2012-09-01 | 72.5966277671 |
| 2012-10-01 | 72.8074516494 |
| 2012-11-01 | 73.3371419343 |
| 2012-12-01 | 73.4939495875 |
| 2013-01-01 | 74.0529956053 |
| 2013-02-01 | 74.3535877063 |
| 2013-03-01 | 74.7658132364 |
| 2013-04-01 | 74.5815616657 |
| 2013-05-01 | 75.0398886035 |
| 2013-06-01 | 75.4477916930 |
| 2013-07-01 | 75.3358685575 |
| 2013-08-01 | 75.5353322194 |
| 2013-09-01 | 75.4946482232 |
| 2013-10-01 | 74.8993247833 |
| 2013-11-01 | 74.9559564784 |
| 2013-12-01 | 74.7395510816 |
| 2014-01-01 | 74.4033842262 |
| 2014-02-01 | 74.4900296102 |
| 2014-03-01 | 75.1687991083 |
| 2014-04-01 | 74.4549622927 |
| 2014-05-01 | 74.1157392156 |
| 2014-06-01 | 73.5969958064 |
| 2014-07-01 | 72.8613618375 |
| 2014-08-01 | 72.7249270358 |
| 2014-09-01 | 72.7819524906 |
| 2014-10-01 | 72.9113715610 |
| 2014-11-01 | 72.6274825003 |
| 2014-12-01 | 72.6934392596 |
| 2015-01-01 | 72.5173783173 |
| 2015-02-01 | 72.6391007668 |
| 2015-03-01 | 72.3167634865 |
| 2015-04-01 | 72.1993755359 |
| 2015-05-01 | 72.0816570576 |
| 2015-06-01 | 72.1849032658 |
| 2015-07-01 | 72.3526457701 |
| 2015-08-01 | 72.2392763975 |
| 2015-09-01 | 72.2105573695 |
| 2015-10-01 | 73.3242314522 |
| 2015-11-01 | 73.5967086269 |
| 2015-12-01 | 73.2488555467 |
| 2016-01-01 | 73.2015199516 |
| 2016-02-01 | 73.1164424520 |
| 2016-03-01 | 73.2910307227 |
| 2016-04-01 | 73.5950467822 |
| 2016-05-01 | 73.7671122838 |
| 2016-06-01 | 73.8588474637 |
| 2016-07-01 | 74.3134146040 |
| 2016-08-01 | 74.3981709508 |
| 2016-09-01 | 74.5297394062 |
| 2016-10-01 | 74.9720464586 |
| 2016-11-01 | 74.8171513675 |
| 2016-12-01 | 75.1955040947 |
| 2017-01-01 | 75.2677691367 |
| 2017-02-01 | 75.3300014264 |
| 2017-03-01 | 76.0831787465 |
| 2017-04-01 | 75.1441051073 |
| 2017-05-01 | 74.6805630628 |
| 2017-06-01 | 74.5696424347 |
| 2017-07-01 | 73.4478824681 |
| 2017-08-01 | 73.2005872236 |
| 2017-09-01 | 72.7511589499 |
| 2017-10-01 | 71.5907488851 |
| 2017-11-01 | 71.1827862300 |
| 2017-12-01 | 70.6352900637 |
| 2018-01-01 | 71.9439411711 |
| 2018-02-01 | 71.9859668058 |
| 2018-03-01 | 71.7553056009 |
| 2018-04-01 | 71.9460008504 |
| 2018-05-01 | 71.9341386642 |
| 2018-06-01 | 71.5763848162 |
| 2018-07-01 | 72.0920416258 |
| 2018-08-01 | 72.2914727700 |
| 2018-09-01 | 72.1368774891 |
| 2018-10-01 | 72.3022146481 |
| 2018-11-01 | 72.6163878968 |
| 2018-12-01 | 72.2406203008 |
| 2019-01-01 | 72.6538752499 |
| 2019-02-01 | 72.6603692113 |
| 2019-03-01 | 72.8037105786 |
| 2019-04-01 | 72.9367920007 |
| 2019-05-01 | 73.5165921229 |
| 2019-06-01 | 73.8453658785 |
| 2019-07-01 | 73.7212347756 |
| 2019-08-01 | 73.8090846584 |
| 2019-09-01 | 73.7245628053 |
| 2019-10-01 | 73.4500479723 |
| 2019-11-01 | 73.6405838201 |
| 2019-12-01 | 73.8217504179 |
| 2020-01-01 | 73.8059450330 |
| 2020-02-01 | 73.6443710440 |
| 2020-03-01 | 73.3035778371 |
| 2020-04-01 | 65.8345209700 |
| 2020-05-01 | 66.1079404478 |
| 2020-06-01 | 67.1076962921 |
| 2020-07-01 | 66.9853677789 |
| 2020-08-01 | 67.1442997088 |
| 2020-09-01 | 67.4954447927 |
| 2020-10-01 | 68.2810435090 |
| 2020-11-01 | 68.5083701437 |
| 2020-12-01 | 68.2752841107 |
| 2021-01-01 | 67.7827504983 |
| 2021-02-01 | 68.5037807390 |
| 2021-03-01 | 69.0730775959 |
| 2021-04-01 | 69.5097178301 |
| 2021-05-01 | 69.6076006386 |
| 2021-06-01 | 69.6971799714 |
| 2021-07-01 | 70.0439966773 |
| 2021-08-01 | 70.0836964131 |
| 2021-09-01 | 69.5778880204 |
| 2021-10-01 | 70.5860625514 |
| 2021-11-01 | 70.7126978765 |
| 2021-12-01 | 71.1399361145 |
| 2022-01-01 | 69.7998181380 |
| 2022-02-01 | 70.0591652023 |
| 2022-03-01 | 69.7119567687 |
| 2022-04-01 | 69.5467423227 |
| 2022-05-01 | 68.8744256912 |
| 2022-06-01 | 68.3738011106 |
| 2022-07-01 | 68.0223595373 |
| 2022-08-01 | 67.5064709646 |
| 2022-09-01 | 67.3555887810 |
| 2022-10-01 | 66.8496866115 |
| 2022-11-01 | 66.4576200096 |
| 2022-12-01 | 66.5130980647 |
| 2023-01-01 | 66.2410100516 |
| 2023-02-01 | 66.0571949625 |
| 2023-03-01 | 66.1475007994 |
| 2023-04-01 | 65.6593265123 |
| 2023-05-01 | 65.7270775285 |
| 2023-06-01 | 65.5397247562 |
| 2023-07-01 | 64.7923528420 |
| 2023-08-01 | 64.8361642833 |
| 2023-09-01 | 64.8474398299 |
| 2023-10-01 | 63.8428927677 |
| 2023-11-01 | 63.2962851708 |
| 2023-12-01 | 62.3056130864 |
| 2024-01-01 | 62.9973467242 |
| 2024-02-01 | 62.6409888995 |
| 2024-03-01 | 62.0905412204 |
| 2024-04-01 | 61.5766163214 |
| 2024-05-01 | 61.1425708833 |
| 2024-06-01 | 60.8528858127 |
| 2024-07-01 | 60.9889298859 |
| 2024-08-01 | 60.7795442046 |
| 2024-09-01 | 60.5379177292 |
| 2024-10-01 | 60.5704121389 |
| 2024-11-01 | 60.2320210980 |
| 2024-12-01 | 59.6964696378 |
| 2025-01-01 | 59.4401143483 |
| 2025-02-01 | 59.1958570471 |
| 2025-03-01 | 58.5621386624 |
| 2025-04-01 | 59.7976638620 |
| 2025-05-01 | 59.7685060591 |
| 2025-06-01 | 59.5433688554 |
| 2025-07-01 | 60.0778101392 |
| 2025-08-01 | 60.1608116603 |
| 2025-09-01 | 60.1352438349 |
| 2025-10-01 | 60.0782769126 |
| 2025-11-01 | 60.3354364319 |
| 2025-12-01 | 61.3968623099 |
| 2026-01-01 | 60.5749861042 |
| 2026-02-01 | 60.8786835619 |
| 2026-03-01 | 61.5549621835 |
| 2026-04-01 | 60.4972524870 |
| 2026-05-01 | 60.3751251109 |
| 2026-06-01 | 60.5387314459 |
| 2026-07-01 | 60.0712401125 |
| 2026-08-01 | 59.8615502329 |
| 2026-09-01 | 59.7318897629 |