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 2026-05-01 |
| Last Updated | 2026-06-24 10:51 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 | 30.0538132925665 |
| 1990-02-01 | 30.5481500585616 |
| 1990-03-01 | 30.8977301380097 |
| 1990-04-01 | 31.2163930819912 |
| 1990-05-01 | 31.7112348339676 |
| 1990-06-01 | 31.8982316176991 |
| 1990-07-01 | 31.7231416908475 |
| 1990-08-01 | 31.8684859597091 |
| 1990-09-01 | 31.7298378889932 |
| 1990-10-01 | 31.5416273320677 |
| 1990-11-01 | 31.7378969943286 |
| 1990-12-01 | 32.0667691402961 |
| 1991-01-01 | 30.2513063538311 |
| 1991-02-01 | 30.0510969859280 |
| 1991-03-01 | 29.8082138583526 |
| 1991-04-01 | 31.1173427479201 |
| 1991-05-01 | 30.6402747055130 |
| 1991-06-01 | 30.5166835922189 |
| 1991-07-01 | 29.5923778148772 |
| 1991-08-01 | 29.4262710566701 |
| 1991-09-01 | 29.3042126227006 |
| 1991-10-01 | 29.6403608306514 |
| 1991-11-01 | 29.6560843080853 |
| 1991-12-01 | 29.9709094191779 |
| 1992-01-01 | 30.3784023301432 |
| 1992-02-01 | 30.3606539317937 |
| 1992-03-01 | 30.4158341445170 |
| 1992-04-01 | 30.4368850085365 |
| 1992-05-01 | 30.0739431856171 |
| 1992-06-01 | 29.9317165905370 |
| 1992-07-01 | 30.4290987686037 |
| 1992-08-01 | 30.2501851726772 |
| 1992-09-01 | 30.5324031076285 |
| 1992-10-01 | 30.6483778637364 |
| 1992-11-01 | 30.5160385875735 |
| 1992-12-01 | 30.9051936817252 |
| 1993-01-01 | 31.4274683052892 |
| 1993-02-01 | 31.4003720182081 |
| 1993-03-01 | 31.3152348736054 |
| 1993-04-01 | 30.7399374379085 |
| 1993-05-01 | 30.2967283239747 |
| 1993-06-01 | 30.3466079509035 |
| 1993-07-01 | 31.7355725711095 |
| 1993-08-01 | 31.3562632011197 |
| 1993-09-01 | 31.3521459098349 |
| 1993-10-01 | 31.3540373244144 |
| 1993-11-01 | 31.4824937212474 |
| 1993-12-01 | 31.8520227863102 |
| 1994-01-01 | 30.2958229396599 |
| 1994-02-01 | 30.9718204663575 |
| 1994-03-01 | 30.9254170492169 |
| 1994-04-01 | 31.6586625771547 |
| 1994-05-01 | 31.3818498208574 |
| 1994-06-01 | 31.5128915549169 |
| 1994-07-01 | 31.6571292264336 |
| 1994-08-01 | 31.8430539753303 |
| 1994-09-01 | 31.8893055100822 |
| 1994-10-01 | 32.0848535261220 |
| 1994-11-01 | 32.0203716036566 |
| 1994-12-01 | 32.4151778503022 |
| 1995-01-01 | 32.1618975309755 |
| 1995-02-01 | 32.6578560597061 |
| 1995-03-01 | 32.5723827512317 |
| 1995-04-01 | 32.0353956276179 |
| 1995-05-01 | 32.3471253011354 |
| 1995-06-01 | 32.3644063245512 |
| 1995-07-01 | 32.2983388100265 |
| 1995-08-01 | 32.3417036210490 |
| 1995-09-01 | 32.4721642336856 |
| 1995-10-01 | 31.8042239257232 |
| 1995-11-01 | 31.9244742489658 |
| 1995-12-01 | 31.9657288465633 |
| 1996-01-01 | 32.4171202745064 |
| 1996-02-01 | 32.7473757029439 |
| 1996-03-01 | 33.5470122508157 |
| 1996-04-01 | 33.5907996105929 |
| 1996-05-01 | 33.8816699313774 |
| 1996-06-01 | 34.5879340099461 |
| 1996-07-01 | 34.0932766288862 |
| 1996-08-01 | 33.9760273270334 |
| 1996-09-01 | 34.0780941954995 |
| 1996-10-01 | 34.4616747139305 |
| 1996-11-01 | 34.8193784606925 |
| 1996-12-01 | 33.9996674194808 |
| 1997-01-01 | 32.7166419195620 |
| 1997-02-01 | 33.0173419310078 |
| 1997-03-01 | 33.0106650823948 |
| 1997-04-01 | 33.1702789825287 |
| 1997-05-01 | 33.2412223813734 |
| 1997-06-01 | 33.2334658561190 |
| 1997-07-01 | 32.8059167173707 |
| 1997-08-01 | 32.8973156154717 |
| 1997-09-01 | 32.5424103428786 |
| 1997-10-01 | 32.5977403684679 |
| 1997-11-01 | 33.0388179784643 |
| 1997-12-01 | 33.2094619603239 |
| 1998-01-01 | 33.6437285782489 |
| 1998-02-01 | 33.9195736749920 |
| 1998-03-01 | 33.5493784612078 |
| 1998-04-01 | 33.3367264131930 |
| 1998-05-01 | 33.5112495528528 |
| 1998-06-01 | 33.6949067312581 |
| 1998-07-01 | 34.2505193615219 |
| 1998-08-01 | 34.3840883511484 |
| 1998-09-01 | 34.6505195590498 |
| 1998-10-01 | 34.1700914773127 |
| 1998-11-01 | 33.7638071993097 |
| 1998-12-01 | 33.1981775449269 |
| 1999-01-01 | 32.0220515487711 |
| 1999-02-01 | 32.4307823506392 |
| 1999-03-01 | 32.4525868736797 |
| 1999-04-01 | 32.6761495855914 |
| 1999-05-01 | 32.5942136965595 |
| 1999-06-01 | 32.4917590366770 |
| 1999-07-01 | 32.6313535718485 |
| 1999-08-01 | 33.0524833890534 |
| 1999-09-01 | 33.3991596267378 |
| 1999-10-01 | 33.1277117205777 |
| 1999-11-01 | 33.4808455651019 |
| 1999-12-01 | 33.6408952272108 |
| 2000-01-01 | 33.2765647114208 |
| 2000-02-01 | 33.2829185603013 |
| 2000-03-01 | 33.6242187525928 |
| 2000-04-01 | 34.0552964351138 |
| 2000-05-01 | 33.7825706546923 |
| 2000-06-01 | 34.1294035828179 |
| 2000-07-01 | 33.8399493248852 |
| 2000-08-01 | 33.8414828923518 |
| 2000-09-01 | 34.0441893284098 |
| 2000-10-01 | 34.3833205124576 |
| 2000-11-01 | 34.2763595868187 |
| 2000-12-01 | 34.8276325779081 |
| 2001-01-01 | 35.6310182002006 |
| 2001-02-01 | 36.0365706126014 |
| 2001-03-01 | 36.1659428549854 |
| 2001-04-01 | 36.1860271062292 |
| 2001-05-01 | 36.7079190802492 |
| 2001-06-01 | 37.2088674135772 |
| 2001-07-01 | 37.8372180074626 |
| 2001-08-01 | 37.9124556063430 |
| 2001-09-01 | 38.1116104654024 |
| 2001-10-01 | 38.2745877436782 |
| 2001-11-01 | 38.1256361030221 |
| 2001-12-01 | 38.3677292484731 |
| 2002-01-01 | 39.1946579935963 |
| 2002-02-01 | 39.6243602226266 |
| 2002-03-01 | 40.4341979955934 |
| 2002-04-01 | 40.1896554928768 |
| 2002-05-01 | 40.3911684423185 |
| 2002-06-01 | 40.1249001611752 |
| 2002-07-01 | 39.6841646237097 |
| 2002-08-01 | 39.8060865307735 |
| 2002-09-01 | 39.6468964055628 |
| 2002-10-01 | 40.8092061590105 |
| 2002-11-01 | 42.3472232209102 |
| 2002-12-01 | 43.0101314682352 |
| 2003-01-01 | 42.8960744141840 |
| 2003-02-01 | 43.4462553954791 |
| 2003-03-01 | 43.7444937633519 |
| 2003-04-01 | 44.3689285216369 |
| 2003-05-01 | 44.8168323900326 |
| 2003-06-01 | 45.2459692395606 |
| 2003-07-01 | 45.6792115912234 |
| 2003-08-01 | 46.2142027918019 |
| 2003-09-01 | 46.6085373923321 |
| 2003-10-01 | 47.2151201080747 |
| 2003-11-01 | 47.2517466984353 |
| 2003-12-01 | 47.6554441155413 |
| 2004-01-01 | 47.7900841893670 |
| 2004-02-01 | 47.9274187852853 |
| 2004-03-01 | 48.4752065406826 |
| 2004-04-01 | 48.8055383222995 |
| 2004-05-01 | 49.5696676830115 |
| 2004-06-01 | 50.2378860093174 |
| 2004-07-01 | 51.3135162157572 |
| 2004-08-01 | 52.2302172748891 |
| 2004-09-01 | 52.4591000170109 |
| 2004-10-01 | 53.4247873062799 |
| 2004-11-01 | 54.3094000967715 |
| 2004-12-01 | 54.9481004295014 |
| 2005-01-01 | 55.4728689230128 |
| 2005-02-01 | 55.8541102024222 |
| 2005-03-01 | 56.5213637998967 |
| 2005-04-01 | 57.2449814082748 |
| 2005-05-01 | 57.1960694597694 |
| 2005-06-01 | 57.6009864340514 |
| 2005-07-01 | 57.9859241100743 |
| 2005-08-01 | 58.1859832715776 |
| 2005-09-01 | 58.7498083889517 |
| 2005-10-01 | 59.4753559284938 |
| 2005-11-01 | 59.7048539429698 |
| 2005-12-01 | 59.8977889296948 |
| 2006-01-01 | 60.8287770393246 |
| 2006-02-01 | 61.1070760696341 |
| 2006-03-01 | 61.2719887249732 |
| 2006-04-01 | 61.2486676636656 |
| 2006-05-01 | 62.2523340175261 |
| 2006-06-01 | 62.9263400243033 |
| 2006-07-01 | 63.2307967392487 |
| 2006-08-01 | 63.6611518108588 |
| 2006-09-01 | 64.2099249174413 |
| 2006-10-01 | 64.7354883050010 |
| 2006-11-01 | 65.1619545364948 |
| 2006-12-01 | 65.9285586857176 |
| 2007-01-01 | 65.5834379760043 |
| 2007-02-01 | 66.3505544677289 |
| 2007-03-01 | 66.8336416485866 |
| 2007-04-01 | 66.2905880902892 |
| 2007-05-01 | 66.6247986054374 |
| 2007-06-01 | 67.0523672499658 |
| 2007-07-01 | 66.8055020505158 |
| 2007-08-01 | 66.9516884097641 |
| 2007-09-01 | 67.0119022282750 |
| 2007-10-01 | 66.2221036557123 |
| 2007-11-01 | 66.3058951296085 |
| 2007-12-01 | 65.9414402999831 |
| 2008-01-01 | 66.8497774881798 |
| 2008-02-01 | 67.3099550756678 |
| 2008-03-01 | 67.3630733353653 |
| 2008-04-01 | 67.6973968364833 |
| 2008-05-01 | 67.8665585960380 |
| 2008-06-01 | 67.9607119993111 |
| 2008-07-01 | 68.9178402711856 |
| 2008-08-01 | 68.9957100287764 |
| 2008-09-01 | 69.0623860453393 |
| 2008-10-01 | 68.7065322103197 |
| 2008-11-01 | 68.7260926339076 |
| 2008-12-01 | 68.2669908215190 |
| 2009-01-01 | 67.7615076490026 |
| 2009-02-01 | 67.2527209150270 |
| 2009-03-01 | 67.1703597667852 |
| 2009-04-01 | 67.6839758066312 |
| 2009-05-01 | 67.8112510025821 |
| 2009-06-01 | 68.0039218975168 |
| 2009-07-01 | 67.1715752098222 |
| 2009-08-01 | 66.8466766686098 |
| 2009-09-01 | 67.3719428835507 |
| 2009-10-01 | 67.8022956449532 |
| 2009-11-01 | 67.6803315720262 |
| 2009-12-01 | 68.2848061416800 |
| 2010-01-01 | 69.7382847049174 |
| 2010-02-01 | 69.3928177598466 |
| 2010-03-01 | 69.6370124092171 |
| 2010-04-01 | 70.0784890020795 |
| 2010-05-01 | 70.1702359774416 |
| 2010-06-01 | 70.3063341058395 |
| 2010-07-01 | 70.6828208708066 |
| 2010-08-01 | 71.1703746122148 |
| 2010-09-01 | 70.6838528169902 |
| 2010-10-01 | 71.3026093781917 |
| 2010-11-01 | 71.1198926284278 |
| 2010-12-01 | 71.4302643673054 |
| 2011-01-01 | 71.0594785078883 |
| 2011-02-01 | 70.8763517134179 |
| 2011-03-01 | 71.0833339407852 |
| 2011-04-01 | 68.9746869062666 |
| 2011-05-01 | 69.0505745095842 |
| 2011-06-01 | 69.3039206608866 |
| 2011-07-01 | 69.5400091679002 |
| 2011-08-01 | 69.2221275328197 |
| 2011-09-01 | 69.4030421551814 |
| 2011-10-01 | 69.6009082689550 |
| 2011-11-01 | 70.1657659973586 |
| 2011-12-01 | 70.0545659098965 |
| 2012-01-01 | 70.1724330919456 |
| 2012-02-01 | 70.3273792589243 |
| 2012-03-01 | 70.5072134466079 |
| 2012-04-01 | 69.9951605751311 |
| 2012-05-01 | 70.8482543215828 |
| 2012-06-01 | 71.0611323286474 |
| 2012-07-01 | 71.3982172677378 |
| 2012-08-01 | 72.3337196525634 |
| 2012-09-01 | 72.5966340618220 |
| 2012-10-01 | 72.8074423310786 |
| 2012-11-01 | 73.3371236955998 |
| 2012-12-01 | 73.4939185172315 |
| 2013-01-01 | 74.0529598323562 |
| 2013-02-01 | 74.3535393027559 |
| 2013-03-01 | 74.7657455125487 |
| 2013-04-01 | 74.5816274387030 |
| 2013-05-01 | 75.0399298331519 |
| 2013-06-01 | 75.4478251140791 |
| 2013-07-01 | 75.3359014506244 |
| 2013-08-01 | 75.5353520168102 |
| 2013-09-01 | 75.4946587402737 |
| 2013-10-01 | 74.8993208182002 |
| 2013-11-01 | 74.9559406417392 |
| 2013-12-01 | 74.7395212069985 |
| 2014-01-01 | 74.4033462259178 |
| 2014-02-01 | 74.4899895588581 |
| 2014-03-01 | 75.1687479709895 |
| 2014-04-01 | 74.4549995942678 |
| 2014-05-01 | 74.1157664953432 |
| 2014-06-01 | 73.5970363217620 |
| 2014-07-01 | 72.8613920842667 |
| 2014-08-01 | 72.7249552167582 |
| 2014-09-01 | 72.7819736328808 |
| 2014-10-01 | 72.9113879782903 |
| 2014-11-01 | 72.6274639652558 |
| 2014-12-01 | 72.6934289632646 |
| 2015-01-01 | 72.5172650323761 |
| 2015-02-01 | 72.6390607411545 |
| 2015-03-01 | 72.3167427788416 |
| 2015-04-01 | 72.1993893416145 |
| 2015-05-01 | 72.0816727417465 |
| 2015-06-01 | 72.1849791269321 |
| 2015-07-01 | 72.3526779281844 |
| 2015-08-01 | 72.2393149417923 |
| 2015-09-01 | 72.2105969038641 |
| 2015-10-01 | 73.3242739650288 |
| 2015-11-01 | 73.5966816429775 |
| 2015-12-01 | 73.2488594836754 |
| 2016-01-01 | 73.2013067467702 |
| 2016-02-01 | 73.1163747323095 |
| 2016-03-01 | 73.2910152635205 |
| 2016-04-01 | 73.5950630600402 |
| 2016-05-01 | 73.7671382279444 |
| 2016-06-01 | 73.8589753969429 |
| 2016-07-01 | 74.3134585519024 |
| 2016-08-01 | 74.3982279780346 |
| 2016-09-01 | 74.5298081441266 |
| 2016-10-01 | 74.9721225934701 |
| 2016-11-01 | 74.8171115037251 |
| 2016-12-01 | 75.1955029765262 |
| 2017-01-01 | 75.2674252906638 |
| 2017-02-01 | 75.3298703070271 |
| 2017-03-01 | 76.0831356269266 |
| 2017-04-01 | 75.1441710213827 |
| 2017-05-01 | 74.6806246909750 |
| 2017-06-01 | 74.5698498191141 |
| 2017-07-01 | 73.4479477895206 |
| 2017-08-01 | 73.2006657023958 |
| 2017-09-01 | 72.7512442809286 |
| 2017-10-01 | 71.5908498265530 |
| 2017-11-01 | 71.1827974449448 |
| 2017-12-01 | 70.6352720899973 |
| 2018-01-01 | 71.9433127387595 |
| 2018-02-01 | 71.9857920072357 |
| 2018-03-01 | 71.7552360389204 |
| 2018-04-01 | 71.9461388592232 |
| 2018-05-01 | 71.9342816749001 |
| 2018-06-01 | 71.5767068903623 |
| 2018-07-01 | 72.0921868598324 |
| 2018-08-01 | 72.2916239692133 |
| 2018-09-01 | 72.1368162285728 |
| 2018-10-01 | 72.3023516133596 |
| 2018-11-01 | 72.6164966687179 |
| 2018-12-01 | 72.2406360853317 |
| 2019-01-01 | 72.6526437010300 |
| 2019-02-01 | 72.6602607796790 |
| 2019-03-01 | 72.8036826483433 |
| 2019-04-01 | 72.9370360496978 |
| 2019-05-01 | 73.5168757464212 |
| 2019-06-01 | 73.8458680874200 |
| 2019-07-01 | 73.7214886155476 |
| 2019-08-01 | 73.8092695812969 |
| 2019-09-01 | 73.7242842466921 |
| 2019-10-01 | 73.4501404709710 |
| 2019-11-01 | 73.6407642444335 |
| 2019-12-01 | 73.8218089232035 |
| 2020-01-01 | 73.8042045112399 |
| 2020-02-01 | 73.6442983567591 |
| 2020-03-01 | 73.3036053462123 |
| 2020-04-01 | 65.8348708062504 |
| 2020-05-01 | 66.1083055371816 |
| 2020-06-01 | 67.1082925031506 |
| 2020-07-01 | 66.9863446999460 |
| 2020-08-01 | 67.1446777451617 |
| 2020-09-01 | 67.4937427586487 |
| 2020-10-01 | 68.2814899527041 |
| 2020-11-01 | 68.5089858471544 |
| 2020-12-01 | 68.2748120145965 |
| 2021-01-01 | 67.7809049931186 |
| 2021-02-01 | 68.5036380928747 |
| 2021-03-01 | 69.0727676558966 |
| 2021-04-01 | 69.5098984715413 |
| 2021-05-01 | 69.6083786682630 |
| 2021-06-01 | 69.6986934202079 |
| 2021-07-01 | 70.0465134904214 |
| 2021-08-01 | 70.0844861161871 |
| 2021-09-01 | 69.5743908429936 |
| 2021-10-01 | 70.5859706074396 |
| 2021-11-01 | 70.7130576515201 |
| 2021-12-01 | 71.1384124153412 |
| 2022-01-01 | 69.7981060043388 |
| 2022-02-01 | 70.0590701342242 |
| 2022-03-01 | 69.7118343786513 |
| 2022-04-01 | 69.5446255912497 |
| 2022-05-01 | 68.8769674082475 |
| 2022-06-01 | 68.3796912055348 |
| 2022-07-01 | 68.0275721227411 |
| 2022-08-01 | 67.5073980891051 |
| 2022-09-01 | 67.3483146918619 |
| 2022-10-01 | 66.8456303024455 |
| 2022-11-01 | 66.4547221824249 |
| 2022-12-01 | 66.5114790003148 |
| 2023-01-01 | 66.2410321660537 |
| 2023-02-01 | 66.0592643497264 |
| 2023-03-01 | 66.1495245588499 |
| 2023-04-01 | 65.6572121201948 |
| 2023-05-01 | 65.7225596048154 |
| 2023-06-01 | 65.5581084922787 |
| 2023-07-01 | 64.8036683010218 |
| 2023-08-01 | 64.8394745764286 |
| 2023-09-01 | 64.8277429260116 |
| 2023-10-01 | 63.8290224295205 |
| 2023-11-01 | 63.2871000270865 |
| 2023-12-01 | 62.3043873787646 |
| 2024-01-01 | 63.0022825484797 |
| 2024-02-01 | 62.6505567048523 |
| 2024-03-01 | 62.0979176228869 |
| 2024-04-01 | 61.5738544998805 |
| 2024-05-01 | 61.1304242603948 |
| 2024-06-01 | 60.8922200983808 |
| 2024-07-01 | 60.9991997132520 |
| 2024-08-01 | 60.7749768664925 |
| 2024-09-01 | 60.5118381538511 |
| 2024-10-01 | 60.5451826632033 |
| 2024-11-01 | 60.2157582669669 |
| 2024-12-01 | 59.6965990646109 |
| 2025-01-01 | 59.4517184314853 |
| 2025-02-01 | 59.2143206296505 |
| 2025-03-01 | 58.5751971021357 |
| 2025-04-01 | 59.7961144299211 |
| 2025-05-01 | 59.7455351944542 |
| 2025-06-01 | 59.6019676612093 |
| 2025-07-01 | 60.0891500611990 |
| 2025-08-01 | 60.1458410474190 |
| 2025-09-01 | 60.1042633815276 |
| 2025-10-01 | 60.0424273672100 |
| 2025-11-01 | 60.3132676737200 |
| 2025-12-01 | 61.3977350682374 |
| 2026-01-01 | 60.5925340358980 |
| 2026-02-01 | 60.9062217440239 |
| 2026-03-01 | 61.5733821636712 |
| 2026-04-01 | 60.4943521102403 |
| 2026-05-01 | 60.5476323865416 |