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 2025-12-01 |
| Last Updated | 2026-01-28 3:39 AM CST |
| 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 | 30.0538132925641 |
| 1990-02-01 | 30.5481500585607 |
| 1990-03-01 | 30.8977301380080 |
| 1990-04-01 | 31.2163930819897 |
| 1990-05-01 | 31.7112348339722 |
| 1990-06-01 | 31.8982316176993 |
| 1990-07-01 | 31.7231416908437 |
| 1990-08-01 | 31.8684859597091 |
| 1990-09-01 | 31.7298378889924 |
| 1990-10-01 | 31.5416273320677 |
| 1990-11-01 | 31.7378969943302 |
| 1990-12-01 | 32.0667691402994 |
| 1991-01-01 | 30.2513063538314 |
| 1991-02-01 | 30.0510969859322 |
| 1991-03-01 | 29.8082138583556 |
| 1991-04-01 | 31.1173427479111 |
| 1991-05-01 | 30.6402747055143 |
| 1991-06-01 | 30.5166835922111 |
| 1991-07-01 | 29.5923778148633 |
| 1991-08-01 | 29.4262710566664 |
| 1991-09-01 | 29.3042126227065 |
| 1991-10-01 | 29.6403608306674 |
| 1991-11-01 | 29.6560843081031 |
| 1991-12-01 | 29.9709094191883 |
| 1992-01-01 | 30.3784023301398 |
| 1992-02-01 | 30.3606539317902 |
| 1992-03-01 | 30.4158341445135 |
| 1992-04-01 | 30.4368850085140 |
| 1992-05-01 | 30.0739431856121 |
| 1992-06-01 | 29.9317165905239 |
| 1992-07-01 | 30.4290987685899 |
| 1992-08-01 | 30.2501851726900 |
| 1992-09-01 | 30.5324031076646 |
| 1992-10-01 | 30.6483778637801 |
| 1992-11-01 | 30.5160385875805 |
| 1992-12-01 | 30.9051936816543 |
| 1993-01-01 | 31.4274683051784 |
| 1993-02-01 | 31.4003720181503 |
| 1993-03-01 | 31.3152348736603 |
| 1993-04-01 | 30.7399374380388 |
| 1993-05-01 | 30.2967283241809 |
| 1993-06-01 | 30.3466079509405 |
| 1993-07-01 | 31.7355725711102 |
| 1993-08-01 | 31.3562632010273 |
| 1993-09-01 | 31.3521459097011 |
| 1993-10-01 | 31.3540373242505 |
| 1993-11-01 | 31.4824937214275 |
| 1993-12-01 | 31.8520227860417 |
| 1994-01-01 | 30.2958229392967 |
| 1994-02-01 | 30.9718204660254 |
| 1994-03-01 | 30.9254170496086 |
| 1994-04-01 | 31.6586625777825 |
| 1994-05-01 | 31.3818498216430 |
| 1994-06-01 | 31.5128915552373 |
| 1994-07-01 | 31.6571292264185 |
| 1994-08-01 | 31.8430539748821 |
| 1994-09-01 | 31.8893055095316 |
| 1994-10-01 | 32.0848535255149 |
| 1994-11-01 | 32.0203716038229 |
| 1994-12-01 | 32.4151778498063 |
| 1995-01-01 | 32.1618975301037 |
| 1995-02-01 | 32.6578560582780 |
| 1995-03-01 | 32.5723827510523 |
| 1995-04-01 | 32.0353956313003 |
| 1995-05-01 | 32.3471253022298 |
| 1995-06-01 | 32.3644063257123 |
| 1995-07-01 | 32.2983388120595 |
| 1995-08-01 | 32.3417036229062 |
| 1995-09-01 | 32.4721642271213 |
| 1995-10-01 | 31.8042239248789 |
| 1995-11-01 | 31.9244742483002 |
| 1995-12-01 | 31.9657288450237 |
| 1996-01-01 | 32.4171202712824 |
| 1996-02-01 | 32.7473757019730 |
| 1996-03-01 | 33.5470122515740 |
| 1996-04-01 | 33.5907996181958 |
| 1996-05-01 | 33.8816699335423 |
| 1996-06-01 | 34.5879340124208 |
| 1996-07-01 | 34.0932766332557 |
| 1996-08-01 | 33.9760273307128 |
| 1996-09-01 | 34.0780941830653 |
| 1996-10-01 | 34.4616747118523 |
| 1996-11-01 | 34.8193784588957 |
| 1996-12-01 | 33.9996674171939 |
| 1997-01-01 | 32.7166419128813 |
| 1997-02-01 | 33.0173419271607 |
| 1997-03-01 | 33.0106650793322 |
| 1997-04-01 | 33.1702789910958 |
| 1997-05-01 | 33.2412223894503 |
| 1997-06-01 | 33.2334658704087 |
| 1997-07-01 | 32.8059167341011 |
| 1997-08-01 | 32.8973156274631 |
| 1997-09-01 | 32.5424103284751 |
| 1997-10-01 | 32.5977403692605 |
| 1997-11-01 | 33.0388179161847 |
| 1997-12-01 | 33.2094619659196 |
| 1998-01-01 | 33.6437285741066 |
| 1998-02-01 | 33.9195736698400 |
| 1998-03-01 | 33.5493784548056 |
| 1998-04-01 | 33.3367264247635 |
| 1998-05-01 | 33.5112495795455 |
| 1998-06-01 | 33.6949067713813 |
| 1998-07-01 | 34.2505194070121 |
| 1998-08-01 | 34.3840883798976 |
| 1998-09-01 | 34.6505195375652 |
| 1998-10-01 | 34.1700914426820 |
| 1998-11-01 | 33.7638070456800 |
| 1998-12-01 | 33.1981775842236 |
| 1999-01-01 | 32.0220515366320 |
| 1999-02-01 | 32.4307823656034 |
| 1999-03-01 | 32.4525868041271 |
| 1999-04-01 | 32.6761496267939 |
| 1999-05-01 | 32.5942137612305 |
| 1999-06-01 | 32.4917591323880 |
| 1999-07-01 | 32.6313536690730 |
| 1999-08-01 | 33.0524834801128 |
| 1999-09-01 | 33.3991595488578 |
| 1999-10-01 | 33.1277117972652 |
| 1999-11-01 | 33.4808449589292 |
| 1999-12-01 | 33.6408953596397 |
| 2000-01-01 | 33.2765647672723 |
| 2000-02-01 | 33.2829186247159 |
| 2000-03-01 | 33.6242186330930 |
| 2000-04-01 | 34.0552965356305 |
| 2000-05-01 | 33.7825707798383 |
| 2000-06-01 | 34.1294037308039 |
| 2000-07-01 | 33.8399494612779 |
| 2000-08-01 | 33.8414830157039 |
| 2000-09-01 | 34.0441891395535 |
| 2000-10-01 | 34.3833206279368 |
| 2000-11-01 | 34.2763585490800 |
| 2000-12-01 | 34.8276328117109 |
| 2001-01-01 | 35.6310183845321 |
| 2001-02-01 | 36.0365708209405 |
| 2001-03-01 | 36.1659428000723 |
| 2001-04-01 | 36.1860273661698 |
| 2001-05-01 | 36.7079193223139 |
| 2001-06-01 | 37.2088675937697 |
| 2001-07-01 | 37.8372180328209 |
| 2001-08-01 | 37.9124553987713 |
| 2001-09-01 | 38.1116097375079 |
| 2001-10-01 | 38.2745876869746 |
| 2001-11-01 | 38.1256346820253 |
| 2001-12-01 | 38.3677298774077 |
| 2002-01-01 | 39.1946588495409 |
| 2002-02-01 | 39.6243611101336 |
| 2002-03-01 | 40.4341984911818 |
| 2002-04-01 | 40.1896560974670 |
| 2002-05-01 | 40.3911687412150 |
| 2002-06-01 | 40.1248999760451 |
| 2002-07-01 | 39.6841638516194 |
| 2002-08-01 | 39.8060849181083 |
| 2002-09-01 | 39.6468942605542 |
| 2002-10-01 | 40.8092054539547 |
| 2002-11-01 | 42.3472220004879 |
| 2002-12-01 | 43.0101328715367 |
| 2003-01-01 | 42.8960783209166 |
| 2003-02-01 | 43.4462574178886 |
| 2003-03-01 | 43.7444951944993 |
| 2003-04-01 | 44.3689294351536 |
| 2003-05-01 | 44.8168333539861 |
| 2003-06-01 | 45.2459685133666 |
| 2003-07-01 | 45.6792091476389 |
| 2003-08-01 | 46.2141991631367 |
| 2003-09-01 | 46.6085318952757 |
| 2003-10-01 | 47.2151144844431 |
| 2003-11-01 | 47.2517401562325 |
| 2003-12-01 | 47.6554579701371 |
| 2004-01-01 | 47.7900882403921 |
| 2004-02-01 | 47.9274196609693 |
| 2004-03-01 | 48.4752226355011 |
| 2004-04-01 | 48.8055380287603 |
| 2004-05-01 | 49.5696671331142 |
| 2004-06-01 | 50.2378828922601 |
| 2004-07-01 | 51.3135106341243 |
| 2004-08-01 | 52.2302097850036 |
| 2004-09-01 | 52.4590882576550 |
| 2004-10-01 | 53.4247729618461 |
| 2004-11-01 | 54.3093828556230 |
| 2004-12-01 | 54.9481336065320 |
| 2005-01-01 | 55.4728730430757 |
| 2005-02-01 | 55.8541148429006 |
| 2005-03-01 | 56.5214014286053 |
| 2005-04-01 | 57.2449846038120 |
| 2005-05-01 | 57.1960674654616 |
| 2005-06-01 | 57.6009775838197 |
| 2005-07-01 | 57.9859106641269 |
| 2005-08-01 | 58.1859661575442 |
| 2005-09-01 | 58.7497811539126 |
| 2005-10-01 | 59.4753256437254 |
| 2005-11-01 | 59.7048256186123 |
| 2005-12-01 | 59.8978431882199 |
| 2006-01-01 | 60.8287753274101 |
| 2006-02-01 | 61.1071158974248 |
| 2006-03-01 | 61.2721050383143 |
| 2006-04-01 | 61.2486492043329 |
| 2006-05-01 | 62.2523083537016 |
| 2006-06-01 | 62.9263087162907 |
| 2006-07-01 | 63.2307610511619 |
| 2006-08-01 | 63.6611072891037 |
| 2006-09-01 | 64.2098756074651 |
| 2006-10-01 | 64.7354445082107 |
| 2006-11-01 | 65.1619267266437 |
| 2006-12-01 | 65.9286444946981 |
| 2007-01-01 | 65.5834546459598 |
| 2007-02-01 | 66.3506673929132 |
| 2007-03-01 | 66.8338413426098 |
| 2007-04-01 | 66.2905428081032 |
| 2007-05-01 | 66.6247247566117 |
| 2007-06-01 | 67.0522835555207 |
| 2007-07-01 | 66.8054218594588 |
| 2007-08-01 | 66.9516054223355 |
| 2007-09-01 | 67.0118148305074 |
| 2007-10-01 | 66.2220459489470 |
| 2007-11-01 | 66.3058842541089 |
| 2007-12-01 | 65.9415745183551 |
| 2008-01-01 | 66.8498333707372 |
| 2008-02-01 | 67.3102016589890 |
| 2008-03-01 | 67.3634936310373 |
| 2008-04-01 | 67.6971759312717 |
| 2008-05-01 | 67.8663686770100 |
| 2008-06-01 | 67.9605535574756 |
| 2008-07-01 | 68.9177053074975 |
| 2008-08-01 | 68.9955825562571 |
| 2008-09-01 | 69.0622769433966 |
| 2008-10-01 | 68.7064875562162 |
| 2008-11-01 | 68.7261188157385 |
| 2008-12-01 | 68.2671824236807 |
| 2009-01-01 | 67.7616395316778 |
| 2009-02-01 | 67.2531012884465 |
| 2009-03-01 | 67.1709469681661 |
| 2009-04-01 | 67.6835648924742 |
| 2009-05-01 | 67.8109498972065 |
| 2009-06-01 | 68.0036822175331 |
| 2009-07-01 | 67.1713833205807 |
| 2009-08-01 | 66.8465212253043 |
| 2009-09-01 | 67.3718264042894 |
| 2009-10-01 | 67.8022769158705 |
| 2009-11-01 | 67.6804035393803 |
| 2009-12-01 | 68.2850391758099 |
| 2010-01-01 | 69.7384870854332 |
| 2010-02-01 | 69.3933047605355 |
| 2010-03-01 | 69.6377460221741 |
| 2010-04-01 | 70.0778834305696 |
| 2010-05-01 | 70.1698350479156 |
| 2010-06-01 | 70.3060316129071 |
| 2010-07-01 | 70.6825893069490 |
| 2010-08-01 | 71.1702078921817 |
| 2010-09-01 | 70.6837613535471 |
| 2010-10-01 | 71.3026359475363 |
| 2010-11-01 | 71.1200085379955 |
| 2010-12-01 | 71.4305180227219 |
| 2011-01-01 | 71.0597329728189 |
| 2011-02-01 | 70.8768420141185 |
| 2011-03-01 | 71.0840306725751 |
| 2011-04-01 | 68.9740504327784 |
| 2011-05-01 | 69.0501618418548 |
| 2011-06-01 | 69.3035992702957 |
| 2011-07-01 | 69.5397505398641 |
| 2011-08-01 | 69.2219748538570 |
| 2011-09-01 | 69.4029732797940 |
| 2011-10-01 | 69.6009616510372 |
| 2011-11-01 | 70.1659026955829 |
| 2011-12-01 | 70.0548145356332 |
| 2012-01-01 | 70.1726956832652 |
| 2012-02-01 | 70.3278235665223 |
| 2012-03-01 | 70.5078695873081 |
| 2012-04-01 | 69.9945426593901 |
| 2012-05-01 | 70.8478551052968 |
| 2012-06-01 | 71.0608219797242 |
| 2012-07-01 | 71.3979648629421 |
| 2012-08-01 | 72.3335459403791 |
| 2012-09-01 | 72.5965953950417 |
| 2012-10-01 | 72.8075139576972 |
| 2012-11-01 | 73.3373436569036 |
| 2012-12-01 | 73.4941089607792 |
| 2013-01-01 | 74.0531994646128 |
| 2013-02-01 | 74.3539104566722 |
| 2013-03-01 | 74.7662652134717 |
| 2013-04-01 | 74.5811835343356 |
| 2013-05-01 | 75.0395743998659 |
| 2013-06-01 | 75.4474841224679 |
| 2013-07-01 | 75.3356135273254 |
| 2013-08-01 | 75.5351560252279 |
| 2013-09-01 | 75.4946663245960 |
| 2013-10-01 | 74.8994178185606 |
| 2013-11-01 | 74.9562346704103 |
| 2013-12-01 | 74.7396472500081 |
| 2014-01-01 | 74.4035499146000 |
| 2014-02-01 | 74.4902876670615 |
| 2014-03-01 | 75.1693433454948 |
| 2014-04-01 | 74.4548075421832 |
| 2014-05-01 | 74.1155620164721 |
| 2014-06-01 | 73.5960071256192 |
| 2014-07-01 | 72.8611826599404 |
| 2014-08-01 | 72.7247352964693 |
| 2014-09-01 | 72.7819493794884 |
| 2014-10-01 | 72.9115883325553 |
| 2014-11-01 | 72.6278049001268 |
| 2014-12-01 | 72.6936850211138 |
| 2015-01-01 | 72.5174304393228 |
| 2015-02-01 | 72.6396962361292 |
| 2015-03-01 | 72.3176971947832 |
| 2015-04-01 | 72.1995435067062 |
| 2015-05-01 | 72.0815577299883 |
| 2015-06-01 | 72.1819391945691 |
| 2015-07-01 | 72.3524347202404 |
| 2015-08-01 | 72.2391083020620 |
| 2015-09-01 | 72.2106279355348 |
| 2015-10-01 | 73.3247353173192 |
| 2015-11-01 | 73.5971999446226 |
| 2015-12-01 | 73.2495532619879 |
| 2016-01-01 | 73.2018120683216 |
| 2016-02-01 | 73.1178831040396 |
| 2016-03-01 | 73.2927626586103 |
| 2016-04-01 | 73.5952795356791 |
| 2016-05-01 | 73.7664144395091 |
| 2016-06-01 | 73.8530587002294 |
| 2016-07-01 | 74.3125805355784 |
| 2016-08-01 | 74.3979056336919 |
| 2016-09-01 | 74.5301675004375 |
| 2016-10-01 | 74.9732297487707 |
| 2016-11-01 | 74.8180158710922 |
| 2016-12-01 | 75.1969819934469 |
| 2017-01-01 | 75.2688285594747 |
| 2017-02-01 | 75.3326669747061 |
| 2017-03-01 | 76.0865302248113 |
| 2017-04-01 | 75.1444699235110 |
| 2017-05-01 | 74.6806853991820 |
| 2017-06-01 | 74.5538383563347 |
| 2017-07-01 | 73.4482644896765 |
| 2017-08-01 | 73.2011688465097 |
| 2017-09-01 | 72.7520685742616 |
| 2017-10-01 | 71.5944662931000 |
| 2017-11-01 | 71.1839929197539 |
| 2017-12-01 | 70.6377026520578 |
| 2018-01-01 | 71.9454886733622 |
| 2018-02-01 | 71.9897671801112 |
| 2018-03-01 | 71.7599290762191 |
| 2018-04-01 | 71.9459979724102 |
| 2018-05-01 | 71.9346856274268 |
| 2018-06-01 | 71.5512773037425 |
| 2018-07-01 | 72.0930905250381 |
| 2018-08-01 | 72.2923571204776 |
| 2018-09-01 | 72.1402521227933 |
| 2018-10-01 | 72.3078981964684 |
| 2018-11-01 | 72.6175089130541 |
| 2018-12-01 | 72.2453693332321 |
| 2019-01-01 | 72.6555004007740 |
| 2019-02-01 | 72.6651459136190 |
| 2019-03-01 | 72.8088139087425 |
| 2019-04-01 | 72.9351201347267 |
| 2019-05-01 | 73.5159310770527 |
| 2019-06-01 | 73.8104077963591 |
| 2019-07-01 | 73.7227561932812 |
| 2019-08-01 | 73.8118960555182 |
| 2019-09-01 | 73.7337257747259 |
| 2019-10-01 | 73.4614851308564 |
| 2019-11-01 | 73.6446147703749 |
| 2019-12-01 | 73.8293677002650 |
| 2020-01-01 | 73.8059904369974 |
| 2020-02-01 | 73.6465604337229 |
| 2020-03-01 | 73.3038077958280 |
| 2020-04-01 | 65.8253727925813 |
| 2020-05-01 | 66.0982189356930 |
| 2020-06-01 | 67.0671327008083 |
| 2020-07-01 | 66.9871006252655 |
| 2020-08-01 | 67.1561374108608 |
| 2020-09-01 | 67.5159558322409 |
| 2020-10-01 | 68.3092794106147 |
| 2020-11-01 | 68.5214770740297 |
| 2020-12-01 | 68.2845809938844 |
| 2021-01-01 | 67.7781978387982 |
| 2021-02-01 | 68.4970646164504 |
| 2021-03-01 | 69.0643590845552 |
| 2021-04-01 | 69.4793226410896 |
| 2021-05-01 | 69.5803911628741 |
| 2021-06-01 | 69.6389272505364 |
| 2021-07-01 | 70.0509084648000 |
| 2021-08-01 | 70.1111764263152 |
| 2021-09-01 | 69.6140514574093 |
| 2021-10-01 | 70.6782446727510 |
| 2021-11-01 | 70.7486429049467 |
| 2021-12-01 | 71.1437677073447 |
| 2022-01-01 | 69.7749065116271 |
| 2022-02-01 | 70.0207224939724 |
| 2022-03-01 | 69.6899093215398 |
| 2022-04-01 | 69.4902631606854 |
| 2022-05-01 | 68.8168958783069 |
| 2022-06-01 | 68.2683457733633 |
| 2022-07-01 | 68.0554384970877 |
| 2022-08-01 | 67.5647792588156 |
| 2022-09-01 | 67.4205211851203 |
| 2022-10-01 | 67.0328288455870 |
| 2022-11-01 | 66.5244370407474 |
| 2022-12-01 | 66.5074263922459 |
| 2023-01-01 | 66.1777822716266 |
| 2023-02-01 | 65.9850251310588 |
| 2023-03-01 | 66.1191242013900 |
| 2023-04-01 | 65.5577909781124 |
| 2023-05-01 | 65.6203386587737 |
| 2023-06-01 | 65.3847515849597 |
| 2023-07-01 | 64.8553912885391 |
| 2023-08-01 | 64.9295402596862 |
| 2023-09-01 | 65.0510700946113 |
| 2023-10-01 | 64.2241059832625 |
| 2023-11-01 | 63.5983479980132 |
| 2023-12-01 | 62.6001705022443 |
| 2024-01-01 | 63.1818453425126 |
| 2024-02-01 | 62.9377384852119 |
| 2024-03-01 | 62.5523070714560 |
| 2024-04-01 | 62.2366722940067 |
| 2024-05-01 | 61.8840352737107 |
| 2024-06-01 | 61.8531679077631 |
| 2024-07-01 | 62.2783882298175 |
| 2024-08-01 | 62.3002023544976 |
| 2024-09-01 | 62.2903961018721 |
| 2024-10-01 | 62.1262393335084 |
| 2024-11-01 | 62.4625166067410 |
| 2024-12-01 | 65.8960867236920 |
| 2025-01-01 | 62.6762033674452 |
| 2025-02-01 | 62.7800603785195 |
| 2025-03-01 | 62.8174893728958 |
| 2025-04-01 | 63.0206050295510 |
| 2025-05-01 | 63.1637605417083 |
| 2025-06-01 | 63.2175567593688 |
| 2025-07-01 | 62.9823783142581 |
| 2025-08-01 | 62.9917348129117 |
| 2025-09-01 | 61.7276699755006 |
| 2025-10-01 | 62.8927568009719 |
| 2025-11-01 | 63.2868504438299 |
| 2025-12-01 | 63.7042694203863 |