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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 30.0538132925668 |
| 1990-02-01 | 30.5481500585618 |
| 1990-03-01 | 30.8977301380099 |
| 1990-04-01 | 31.2163930819914 |
| 1990-05-01 | 31.7112348339670 |
| 1990-06-01 | 31.8982316176991 |
| 1990-07-01 | 31.7231416908480 |
| 1990-08-01 | 31.8684859597091 |
| 1990-09-01 | 31.7298378889933 |
| 1990-10-01 | 31.5416273320677 |
| 1990-11-01 | 31.7378969943284 |
| 1990-12-01 | 32.0667691402956 |
| 1991-01-01 | 30.2513063538311 |
| 1991-02-01 | 30.0510969859274 |
| 1991-03-01 | 29.8082138583522 |
| 1991-04-01 | 31.1173427479214 |
| 1991-05-01 | 30.6402747055129 |
| 1991-06-01 | 30.5166835922200 |
| 1991-07-01 | 29.5923778148791 |
| 1991-08-01 | 29.4262710566706 |
| 1991-09-01 | 29.3042126226997 |
| 1991-10-01 | 29.6403608306492 |
| 1991-11-01 | 29.6560843080828 |
| 1991-12-01 | 29.9709094191764 |
| 1992-01-01 | 30.3784023301436 |
| 1992-02-01 | 30.3606539317942 |
| 1992-03-01 | 30.4158341445175 |
| 1992-04-01 | 30.4368850085396 |
| 1992-05-01 | 30.0739431856178 |
| 1992-06-01 | 29.9317165905388 |
| 1992-07-01 | 30.4290987686056 |
| 1992-08-01 | 30.2501851726755 |
| 1992-09-01 | 30.5324031076235 |
| 1992-10-01 | 30.6483778637303 |
| 1992-11-01 | 30.5160385875726 |
| 1992-12-01 | 30.9051936817350 |
| 1993-01-01 | 31.4274683053046 |
| 1993-02-01 | 31.4003720182161 |
| 1993-03-01 | 31.3152348735978 |
| 1993-04-01 | 30.7399374378904 |
| 1993-05-01 | 30.2967283239460 |
| 1993-06-01 | 30.3466079508984 |
| 1993-07-01 | 31.7355725711094 |
| 1993-08-01 | 31.3562632011325 |
| 1993-09-01 | 31.3521459098536 |
| 1993-10-01 | 31.3540373244372 |
| 1993-11-01 | 31.4824937212223 |
| 1993-12-01 | 31.8520227863475 |
| 1994-01-01 | 30.2958229397104 |
| 1994-02-01 | 30.9718204664037 |
| 1994-03-01 | 30.9254170491624 |
| 1994-04-01 | 31.6586625770673 |
| 1994-05-01 | 31.3818498207482 |
| 1994-06-01 | 31.5128915548724 |
| 1994-07-01 | 31.6571292264357 |
| 1994-08-01 | 31.8430539753926 |
| 1994-09-01 | 31.8893055101587 |
| 1994-10-01 | 32.0848535262064 |
| 1994-11-01 | 32.0203716036335 |
| 1994-12-01 | 32.4151778503712 |
| 1995-01-01 | 32.1618975310967 |
| 1995-02-01 | 32.6578560599048 |
| 1995-03-01 | 32.5723827512567 |
| 1995-04-01 | 32.0353956271056 |
| 1995-05-01 | 32.3471253009832 |
| 1995-06-01 | 32.3644063243897 |
| 1995-07-01 | 32.2983388097437 |
| 1995-08-01 | 32.3417036207906 |
| 1995-09-01 | 32.4721642345987 |
| 1995-10-01 | 31.8042239258407 |
| 1995-11-01 | 31.9244742490584 |
| 1995-12-01 | 31.9657288467775 |
| 1996-01-01 | 32.4171202749548 |
| 1996-02-01 | 32.7473757030791 |
| 1996-03-01 | 33.5470122507102 |
| 1996-04-01 | 33.5907996095353 |
| 1996-05-01 | 33.8816699310763 |
| 1996-06-01 | 34.5879340096019 |
| 1996-07-01 | 34.0932766282786 |
| 1996-08-01 | 33.9760273265217 |
| 1996-09-01 | 34.0780941972292 |
| 1996-10-01 | 34.4616747142196 |
| 1996-11-01 | 34.8193784609423 |
| 1996-12-01 | 33.9996674197986 |
| 1997-01-01 | 32.7166419204910 |
| 1997-02-01 | 33.0173419315428 |
| 1997-03-01 | 33.0106650828207 |
| 1997-04-01 | 33.1702789813368 |
| 1997-05-01 | 33.2412223802501 |
| 1997-06-01 | 33.2334658541317 |
| 1997-07-01 | 32.8059167150443 |
| 1997-08-01 | 32.8973156138046 |
| 1997-09-01 | 32.5424103448825 |
| 1997-10-01 | 32.5977403683573 |
| 1997-11-01 | 33.0388179871261 |
| 1997-12-01 | 33.2094619595442 |
| 1998-01-01 | 33.6437285788242 |
| 1998-02-01 | 33.9195736757084 |
| 1998-03-01 | 33.5493784620985 |
| 1998-04-01 | 33.3367264115838 |
| 1998-05-01 | 33.5112495491403 |
| 1998-06-01 | 33.6949067256782 |
| 1998-07-01 | 34.2505193551965 |
| 1998-08-01 | 34.3840883471518 |
| 1998-09-01 | 34.6505195620393 |
| 1998-10-01 | 34.1700914821292 |
| 1998-11-01 | 33.7638072206773 |
| 1998-12-01 | 33.1981775394522 |
| 1999-01-01 | 32.0220515504590 |
| 1999-02-01 | 32.4307823485581 |
| 1999-03-01 | 32.4525868833566 |
| 1999-04-01 | 32.6761495798603 |
| 1999-05-01 | 32.5942136875651 |
| 1999-06-01 | 32.4917590233666 |
| 1999-07-01 | 32.6313535583285 |
| 1999-08-01 | 33.0524833763910 |
| 1999-09-01 | 33.3991596375756 |
| 1999-10-01 | 33.1277117099134 |
| 1999-11-01 | 33.4808456494054 |
| 1999-12-01 | 33.6408952087751 |
| 2000-01-01 | 33.2765647036541 |
| 2000-02-01 | 33.2829185513425 |
| 2000-03-01 | 33.6242187692179 |
| 2000-04-01 | 34.0552964211298 |
| 2000-05-01 | 33.7825706372836 |
| 2000-06-01 | 34.1294035622366 |
| 2000-07-01 | 33.8399493059219 |
| 2000-08-01 | 33.8414828752069 |
| 2000-09-01 | 34.0441893547012 |
| 2000-10-01 | 34.3833204964115 |
| 2000-11-01 | 34.2763597311399 |
| 2000-12-01 | 34.8276325453516 |
| 2001-01-01 | 35.6310181745450 |
| 2001-02-01 | 36.0365705836064 |
| 2001-03-01 | 36.1659428626163 |
| 2001-04-01 | 36.1860270700598 |
| 2001-05-01 | 36.7079190465723 |
| 2001-06-01 | 37.2088673885264 |
| 2001-07-01 | 37.8372180039811 |
| 2001-08-01 | 37.9124556352853 |
| 2001-09-01 | 38.1116105667567 |
| 2001-10-01 | 38.2745877516357 |
| 2001-11-01 | 38.1256363005958 |
| 2001-12-01 | 38.3677291608254 |
| 2002-01-01 | 39.1946578743867 |
| 2002-02-01 | 39.6243600990945 |
| 2002-03-01 | 40.4341979266737 |
| 2002-04-01 | 40.1896554088346 |
| 2002-05-01 | 40.3911684007833 |
| 2002-06-01 | 40.1249001869538 |
| 2002-07-01 | 39.6841647312194 |
| 2002-08-01 | 39.8060867552866 |
| 2002-09-01 | 39.6468967041897 |
| 2002-10-01 | 40.8092062572566 |
| 2002-11-01 | 42.3472233905274 |
| 2002-12-01 | 43.0101312727072 |
| 2003-01-01 | 42.8960738698253 |
| 2003-02-01 | 43.4462551140895 |
| 2003-03-01 | 43.7444935644567 |
| 2003-04-01 | 44.3689283949754 |
| 2003-05-01 | 44.8168322561949 |
| 2003-06-01 | 45.2459693406911 |
| 2003-07-01 | 45.6792119313713 |
| 2003-08-01 | 46.2142032969083 |
| 2003-09-01 | 46.6085381571156 |
| 2003-10-01 | 47.2151208901595 |
| 2003-11-01 | 47.2517476082137 |
| 2003-12-01 | 47.6554421886240 |
| 2004-01-01 | 47.7900836219842 |
| 2004-02-01 | 47.9274186641553 |
| 2004-03-01 | 48.4752043047215 |
| 2004-04-01 | 48.8055383636655 |
| 2004-05-01 | 49.5696677595865 |
| 2004-06-01 | 50.2378864428928 |
| 2004-07-01 | 51.3135169922642 |
| 2004-08-01 | 52.2302183167244 |
| 2004-09-01 | 52.4591016524689 |
| 2004-10-01 | 53.4247893004113 |
| 2004-11-01 | 54.3094024941501 |
| 2004-12-01 | 54.9480958157732 |
| 2005-01-01 | 55.4728683438962 |
| 2005-02-01 | 55.8541095595661 |
| 2005-03-01 | 56.5213585721947 |
| 2005-04-01 | 57.2449809646215 |
| 2005-05-01 | 57.1960697365157 |
| 2005-06-01 | 57.6009876641995 |
| 2005-07-01 | 57.9859259805824 |
| 2005-08-01 | 58.1859856511301 |
| 2005-09-01 | 58.7498121757171 |
| 2005-10-01 | 59.4753601385504 |
| 2005-11-01 | 59.7048578806692 |
| 2005-12-01 | 59.8977813826036 |
| 2006-01-01 | 60.8287772668122 |
| 2006-02-01 | 61.1070705474162 |
| 2006-03-01 | 61.2719725530746 |
| 2006-04-01 | 61.2486702312928 |
| 2006-05-01 | 62.2523375868416 |
| 2006-06-01 | 62.9263443719069 |
| 2006-07-01 | 63.2308017038147 |
| 2006-08-01 | 63.6611580014222 |
| 2006-09-01 | 64.2099317737627 |
| 2006-10-01 | 64.7354943932141 |
| 2006-11-01 | 65.1619584007543 |
| 2006-12-01 | 65.9285467478355 |
| 2007-01-01 | 65.5834356493522 |
| 2007-02-01 | 66.3505387925065 |
| 2007-03-01 | 66.8336138773676 |
| 2007-04-01 | 66.2905943886826 |
| 2007-05-01 | 66.6248088767286 |
| 2007-06-01 | 67.0523788765935 |
| 2007-07-01 | 66.8055132043691 |
| 2007-08-01 | 66.9516999484572 |
| 2007-09-01 | 67.0119143771808 |
| 2007-10-01 | 66.2221116814987 |
| 2007-11-01 | 66.3058966433824 |
| 2007-12-01 | 65.9414216171421 |
| 2008-01-01 | 66.8497697159660 |
| 2008-02-01 | 67.3099208258975 |
| 2008-03-01 | 67.3630148775434 |
| 2008-04-01 | 67.6974275615206 |
| 2008-05-01 | 67.8665850112007 |
| 2008-06-01 | 67.9607340133630 |
| 2008-07-01 | 68.9178590393718 |
| 2008-08-01 | 68.9957277503834 |
| 2008-09-01 | 69.0624012067048 |
| 2008-10-01 | 68.7065384260521 |
| 2008-11-01 | 68.7260890231679 |
| 2008-12-01 | 68.2669641488742 |
| 2009-01-01 | 67.7614893161731 |
| 2009-02-01 | 67.2526680537843 |
| 2009-03-01 | 67.1702780834782 |
| 2009-04-01 | 67.6840329037999 |
| 2009-05-01 | 67.8112928844020 |
| 2009-06-01 | 68.0039552389072 |
| 2009-07-01 | 67.1716019431262 |
| 2009-08-01 | 66.8466982497637 |
| 2009-09-01 | 67.3719590781344 |
| 2009-10-01 | 67.8022982275929 |
| 2009-11-01 | 67.6803215608432 |
| 2009-12-01 | 68.2847736603108 |
| 2010-01-01 | 69.7382566207628 |
| 2010-02-01 | 69.3927502205790 |
| 2010-03-01 | 69.6369105472475 |
| 2010-04-01 | 70.0785732878338 |
| 2010-05-01 | 70.1702917513281 |
| 2010-06-01 | 70.3063759378703 |
| 2010-07-01 | 70.6828525852543 |
| 2010-08-01 | 71.1703971924251 |
| 2010-09-01 | 70.6838654356751 |
| 2010-10-01 | 71.3026060393348 |
| 2010-11-01 | 71.1198771410349 |
| 2010-12-01 | 71.4302295316869 |
| 2011-01-01 | 71.0594434130473 |
| 2011-02-01 | 70.8762837974709 |
| 2011-03-01 | 71.0832374445316 |
| 2011-04-01 | 68.9747757840247 |
| 2011-05-01 | 69.0506318680473 |
| 2011-06-01 | 69.3039642273754 |
| 2011-07-01 | 69.5400434084125 |
| 2011-08-01 | 69.2221465834322 |
| 2011-09-01 | 69.4030503688631 |
| 2011-10-01 | 69.6009014995263 |
| 2011-11-01 | 70.1657490855036 |
| 2011-12-01 | 70.0545337016938 |
| 2012-01-01 | 70.1723987052702 |
| 2012-02-01 | 70.3273203514252 |
| 2012-03-01 | 70.5071250981150 |
| 2012-04-01 | 69.9952469528221 |
| 2012-05-01 | 70.8483062557836 |
| 2012-06-01 | 71.0611693135954 |
| 2012-07-01 | 71.3982484843245 |
| 2012-08-01 | 72.3337328145874 |
| 2012-09-01 | 72.5966374093129 |
| 2012-10-01 | 72.8074355873011 |
| 2012-11-01 | 73.3371128855931 |
| 2012-12-01 | 73.4938911993242 |
| 2013-01-01 | 74.0529286765010 |
| 2013-02-01 | 74.3534970294913 |
| 2013-03-01 | 74.7656833726112 |
| 2013-04-01 | 74.5816890712632 |
| 2013-05-01 | 75.0399650588058 |
| 2013-06-01 | 75.4478505736366 |
| 2013-07-01 | 75.3359275173659 |
| 2013-08-01 | 75.5353599874484 |
| 2013-09-01 | 75.4946628767086 |
| 2013-10-01 | 74.8993218266969 |
| 2013-11-01 | 74.9559405010908 |
| 2013-12-01 | 74.7395003384425 |
| 2014-01-01 | 74.4033181965499 |
| 2014-02-01 | 74.4899574911231 |
| 2014-03-01 | 75.1687053854934 |
| 2014-04-01 | 74.4550344865376 |
| 2014-05-01 | 74.1157886862666 |
| 2014-06-01 | 73.5970442799552 |
| 2014-07-01 | 72.8614138176149 |
| 2014-08-01 | 72.7249656510809 |
| 2014-09-01 | 72.7819851109764 |
| 2014-10-01 | 72.9113983077762 |
| 2014-11-01 | 72.6274882522498 |
| 2014-12-01 | 72.6934236750296 |
| 2015-01-01 | 72.5172146189010 |
| 2015-02-01 | 72.6389981759190 |
| 2015-03-01 | 72.3167366530302 |
| 2015-04-01 | 72.1994069587830 |
| 2015-05-01 | 72.0816875110267 |
| 2015-06-01 | 72.1849677089480 |
| 2015-07-01 | 72.3526979111679 |
| 2015-08-01 | 72.2393313478210 |
| 2015-09-01 | 72.2106235146759 |
| 2015-10-01 | 73.3243015964680 |
| 2015-11-01 | 73.5967301457705 |
| 2015-12-01 | 73.2488772318751 |
| 2016-01-01 | 73.2012174952199 |
| 2016-02-01 | 73.1162598965717 |
| 2016-03-01 | 73.2910251465880 |
| 2016-04-01 | 73.5950880807374 |
| 2016-05-01 | 73.7671627352105 |
| 2016-06-01 | 73.8589503854301 |
| 2016-07-01 | 74.3134672570802 |
| 2016-08-01 | 74.3982381009686 |
| 2016-09-01 | 74.5298430102838 |
| 2016-10-01 | 74.9721712025795 |
| 2016-11-01 | 74.8171969932926 |
| 2016-12-01 | 75.1955618090736 |
| 2017-01-01 | 75.2673063214857 |
| 2017-02-01 | 75.3296867008125 |
| 2017-03-01 | 76.0831189319668 |
| 2017-04-01 | 75.1442572634840 |
| 2017-05-01 | 74.6806832456760 |
| 2017-06-01 | 74.5697819531854 |
| 2017-07-01 | 73.4479458814288 |
| 2017-08-01 | 73.2006269145908 |
| 2017-09-01 | 72.7511918232411 |
| 2017-10-01 | 71.5909751974879 |
| 2017-11-01 | 71.1830034052451 |
| 2017-12-01 | 70.6353103246077 |
| 2018-01-01 | 71.9432201397079 |
| 2018-02-01 | 71.9855823973610 |
| 2018-03-01 | 71.7551874948819 |
| 2018-04-01 | 71.9462926021424 |
| 2018-05-01 | 71.9343824051212 |
| 2018-06-01 | 71.5765961786197 |
| 2018-07-01 | 72.0921525866768 |
| 2018-08-01 | 72.2915414159511 |
| 2018-09-01 | 72.1364844550196 |
| 2018-10-01 | 72.3025616812998 |
| 2018-11-01 | 72.6167629827405 |
| 2018-12-01 | 72.2407377456263 |
| 2019-01-01 | 72.6527862815027 |
| 2019-02-01 | 72.6599833083044 |
| 2019-03-01 | 72.8036262668170 |
| 2019-04-01 | 72.9372988490033 |
| 2019-05-01 | 73.5170246488613 |
| 2019-06-01 | 73.8456788887427 |
| 2019-07-01 | 73.7213524836539 |
| 2019-08-01 | 73.8090715893262 |
| 2019-09-01 | 73.7236174116289 |
| 2019-10-01 | 73.4504127910044 |
| 2019-11-01 | 73.6410799614603 |
| 2019-12-01 | 73.8219795479282 |
| 2020-01-01 | 73.8046791424233 |
| 2020-02-01 | 73.6441021337464 |
| 2020-03-01 | 73.3036122105875 |
| 2020-04-01 | 65.8352475260004 |
| 2020-05-01 | 66.1086055571227 |
| 2020-06-01 | 67.1083820776099 |
| 2020-07-01 | 66.9852136373153 |
| 2020-08-01 | 67.1447370095721 |
| 2020-09-01 | 67.4921867674090 |
| 2020-10-01 | 68.2817695302372 |
| 2020-11-01 | 68.5092936883022 |
| 2020-12-01 | 68.2742965319163 |
| 2021-01-01 | 67.7821752406956 |
| 2021-02-01 | 68.5042363350567 |
| 2021-03-01 | 69.0736848397464 |
| 2021-04-01 | 69.5111308039844 |
| 2021-05-01 | 69.6092198429294 |
| 2021-06-01 | 69.6988577853285 |
| 2021-07-01 | 70.0436641569016 |
| 2021-08-01 | 70.0838062436072 |
| 2021-09-01 | 69.5710983237002 |
| 2021-10-01 | 70.5853814882922 |
| 2021-11-01 | 70.7127683491467 |
| 2021-12-01 | 71.1369243864467 |
| 2022-01-01 | 69.8005714830701 |
| 2022-02-01 | 70.0621867499210 |
| 2022-03-01 | 69.7160979290340 |
| 2022-04-01 | 69.5471981571716 |
| 2022-05-01 | 68.8799756186570 |
| 2022-06-01 | 68.3792533640769 |
| 2022-07-01 | 68.0218296105420 |
| 2022-08-01 | 67.5044495601972 |
| 2022-09-01 | 67.3418013333890 |
| 2022-10-01 | 66.8425140363837 |
| 2022-11-01 | 66.4518386277548 |
| 2022-12-01 | 66.5089138747308 |
| 2023-01-01 | 66.2446222449130 |
| 2023-02-01 | 66.0667241672221 |
| 2023-03-01 | 66.1613309604897 |
| 2023-04-01 | 65.6619253391724 |
| 2023-05-01 | 65.7369494607343 |
| 2023-06-01 | 65.5517044612835 |
| 2023-07-01 | 64.7910129201604 |
| 2023-08-01 | 64.8319149405172 |
| 2023-09-01 | 64.8177506493466 |
| 2023-10-01 | 63.8218332128590 |
| 2023-11-01 | 63.2800519202187 |
| 2023-12-01 | 62.3004978206991 |
| 2024-01-01 | 63.0063663485383 |
| 2024-02-01 | 62.6629486217403 |
| 2024-03-01 | 62.1186629426646 |
| 2024-04-01 | 61.5827457831983 |
| 2024-05-01 | 61.1603731861269 |
| 2024-06-01 | 60.8808116325856 |
| 2024-07-01 | 60.9777305311129 |
| 2024-08-01 | 60.7620445184253 |
| 2024-09-01 | 60.4976598590047 |
| 2024-10-01 | 60.5332522432942 |
| 2024-11-01 | 60.2038232175082 |
| 2024-12-01 | 59.6907576027735 |
| 2025-01-01 | 59.4556087639639 |
| 2025-02-01 | 59.2309325882440 |
| 2025-03-01 | 58.6044593638219 |
| 2025-04-01 | 59.8094715750735 |
| 2025-05-01 | 59.7928725120347 |
| 2025-06-01 | 59.5878483774425 |
| 2025-07-01 | 60.0584675381597 |
| 2025-08-01 | 60.1271640939692 |
| 2025-09-01 | 60.0864568762550 |
| 2025-10-01 | 60.0259590721001 |
| 2025-11-01 | 60.2970008441268 |
| 2025-12-01 | 61.3903040351970 |
| 2026-01-01 | 60.5962821859482 |
| 2026-02-01 | 60.9259656523367 |
| 2026-03-01 | 61.6086757255266 |
| 2026-04-01 | 60.5119352809468 |
| 2026-05-01 | 60.4066730665203 |
| 2026-06-01 | 60.9998560186909 |