Table Data - All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support and Waste Management and Remediation Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056000001SA |
| 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 3:32 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 | 46.2567495388218 |
| 1990-02-01 | 46.2727390134981 |
| 1990-03-01 | 46.1648883007703 |
| 1990-04-01 | 45.3240726094675 |
| 1990-05-01 | 45.9780572450801 |
| 1990-06-01 | 46.5235790500039 |
| 1990-07-01 | 47.9784202260451 |
| 1990-08-01 | 47.2420100803540 |
| 1990-09-01 | 46.8294194000193 |
| 1990-10-01 | 47.1190945167728 |
| 1990-11-01 | 47.3069281503454 |
| 1990-12-01 | 47.4659997323038 |
| 1991-01-01 | 46.6635505457197 |
| 1991-02-01 | 46.8749006300548 |
| 1991-03-01 | 46.8373900634271 |
| 1991-04-01 | 47.2482148421387 |
| 1991-05-01 | 47.8304966038695 |
| 1991-06-01 | 47.6449416165206 |
| 1991-07-01 | 47.0088230652900 |
| 1991-08-01 | 46.8084314870046 |
| 1991-09-01 | 46.5296143829953 |
| 1991-10-01 | 46.0073355393414 |
| 1991-11-01 | 46.1221176121873 |
| 1991-12-01 | 46.2498181131245 |
| 1992-01-01 | 45.9729281980309 |
| 1992-02-01 | 45.6520199746329 |
| 1992-03-01 | 45.6050576723545 |
| 1992-04-01 | 45.4267169757060 |
| 1992-05-01 | 45.7146172110044 |
| 1992-06-01 | 45.3220777297892 |
| 1992-07-01 | 45.5533333218824 |
| 1992-08-01 | 45.4378772749330 |
| 1992-09-01 | 45.8047899805178 |
| 1992-10-01 | 45.7278284022873 |
| 1992-11-01 | 45.8141642820227 |
| 1992-12-01 | 45.4844877683421 |
| 1993-01-01 | 46.7342002214904 |
| 1993-02-01 | 46.9894502928985 |
| 1993-03-01 | 47.1331070745894 |
| 1993-04-01 | 47.8327751923207 |
| 1993-05-01 | 47.7733382629338 |
| 1993-06-01 | 47.9664610732495 |
| 1993-07-01 | 48.8581863758429 |
| 1993-08-01 | 49.4198708949814 |
| 1993-09-01 | 49.6825935047554 |
| 1993-10-01 | 50.6182692912176 |
| 1993-11-01 | 50.6981001891180 |
| 1993-12-01 | 50.7829764773704 |
| 1994-01-01 | 49.9057324463221 |
| 1994-02-01 | 49.9402676093052 |
| 1994-03-01 | 51.0454837929445 |
| 1994-04-01 | 51.2814854975841 |
| 1994-05-01 | 51.4870323704493 |
| 1994-06-01 | 51.5129361661669 |
| 1994-07-01 | 51.0583158917844 |
| 1994-08-01 | 50.6799822418110 |
| 1994-09-01 | 51.2833671030660 |
| 1994-10-01 | 51.0943287334428 |
| 1994-11-01 | 51.6000149754245 |
| 1994-12-01 | 51.8326428326601 |
| 1995-01-01 | 52.9276348086475 |
| 1995-02-01 | 53.1763552678428 |
| 1995-03-01 | 54.0857138601779 |
| 1995-04-01 | 52.1905509421620 |
| 1995-05-01 | 52.9375925240581 |
| 1995-06-01 | 53.3947946406668 |
| 1995-07-01 | 53.8710041687905 |
| 1995-08-01 | 54.1256199728470 |
| 1995-09-01 | 54.8597919432084 |
| 1995-10-01 | 55.2678550206977 |
| 1995-11-01 | 55.1699035422654 |
| 1995-12-01 | 55.0255525606464 |
| 1996-01-01 | 58.1619625255009 |
| 1996-02-01 | 56.2440583805339 |
| 1996-03-01 | 55.8834465421997 |
| 1996-04-01 | 56.0034644904498 |
| 1996-05-01 | 56.5442630642069 |
| 1996-06-01 | 57.4383959708786 |
| 1996-07-01 | 60.9177576534904 |
| 1996-08-01 | 61.9340580364770 |
| 1996-09-01 | 62.6802491698816 |
| 1996-10-01 | 63.4942258611247 |
| 1996-11-01 | 65.3767732431864 |
| 1996-12-01 | 65.2072133577593 |
| 1997-01-01 | 63.6825187806851 |
| 1997-02-01 | 62.6627794271869 |
| 1997-03-01 | 63.6831221989561 |
| 1997-04-01 | 64.4629416762854 |
| 1997-05-01 | 65.3905469479700 |
| 1997-06-01 | 65.8159577766725 |
| 1997-07-01 | 68.2132835448792 |
| 1997-08-01 | 67.1609394418525 |
| 1997-09-01 | 67.8178468192786 |
| 1997-10-01 | 65.7497354034288 |
| 1997-11-01 | 65.1823913727210 |
| 1997-12-01 | 65.2759833306353 |
| 1998-01-01 | 66.2341918440803 |
| 1998-02-01 | 67.5095641769401 |
| 1998-03-01 | 68.2859502016794 |
| 1998-04-01 | 67.2048757048141 |
| 1998-05-01 | 66.7515927948458 |
| 1998-06-01 | 66.6530322835254 |
| 1998-07-01 | 65.9646353241092 |
| 1998-08-01 | 66.3053324955176 |
| 1998-09-01 | 66.3503295004942 |
| 1998-10-01 | 66.4397360656469 |
| 1998-11-01 | 67.2991733084012 |
| 1998-12-01 | 67.2120915333064 |
| 1999-01-01 | 67.2419952508269 |
| 1999-02-01 | 67.0052659940073 |
| 1999-03-01 | 67.6163672376113 |
| 1999-04-01 | 68.1125657722854 |
| 1999-05-01 | 67.7775753417108 |
| 1999-06-01 | 67.6729264953125 |
| 1999-07-01 | 68.4741152660137 |
| 1999-08-01 | 67.7858270026737 |
| 1999-09-01 | 67.9381969897006 |
| 1999-10-01 | 69.1229695302733 |
| 1999-11-01 | 69.1888892743947 |
| 1999-12-01 | 69.7909717768646 |
| 2000-01-01 | 70.3562296984537 |
| 2000-02-01 | 70.2167031853359 |
| 2000-03-01 | 70.2982408355391 |
| 2000-04-01 | 72.0763113686695 |
| 2000-05-01 | 72.1147128749581 |
| 2000-06-01 | 72.0397095649703 |
| 2000-07-01 | 71.5367945835496 |
| 2000-08-01 | 70.4499477628149 |
| 2000-09-01 | 71.5427189224118 |
| 2000-10-01 | 71.1697417639734 |
| 2000-11-01 | 71.3975434512290 |
| 2000-12-01 | 70.0884700725847 |
| 2001-01-01 | 68.1006418733930 |
| 2001-02-01 | 67.1310627855977 |
| 2001-03-01 | 66.2935994135063 |
| 2001-04-01 | 64.0668474777320 |
| 2001-05-01 | 63.8619996970972 |
| 2001-06-01 | 63.2107243564586 |
| 2001-07-01 | 62.0838116223109 |
| 2001-08-01 | 61.2690204548512 |
| 2001-09-01 | 60.6532744683189 |
| 2001-10-01 | 59.8184900647106 |
| 2001-11-01 | 58.8990834922934 |
| 2001-12-01 | 58.7851948630748 |
| 2002-01-01 | 59.0198238060096 |
| 2002-02-01 | 58.3304929718101 |
| 2002-03-01 | 58.6637529749823 |
| 2002-04-01 | 57.1974263093702 |
| 2002-05-01 | 56.9897401799470 |
| 2002-06-01 | 56.4988566899344 |
| 2002-07-01 | 56.1449495654724 |
| 2002-08-01 | 55.9303148235282 |
| 2002-09-01 | 55.9441483651573 |
| 2002-10-01 | 55.5409213495026 |
| 2002-11-01 | 55.2090574943819 |
| 2002-12-01 | 55.1031136606460 |
| 2003-01-01 | 54.8665604573164 |
| 2003-02-01 | 54.5595071639916 |
| 2003-03-01 | 54.3940168769525 |
| 2003-04-01 | 54.4389793161018 |
| 2003-05-01 | 54.2409617472451 |
| 2003-06-01 | 54.5358578555102 |
| 2003-07-01 | 56.4884078582265 |
| 2003-08-01 | 56.0724008611767 |
| 2003-09-01 | 55.9242404010548 |
| 2003-10-01 | 55.9902349990867 |
| 2003-11-01 | 56.4084192241033 |
| 2003-12-01 | 56.1927241924250 |
| 2004-01-01 | 57.0581382066828 |
| 2004-02-01 | 57.5987439339450 |
| 2004-03-01 | 57.1279474410614 |
| 2004-04-01 | 58.9093152312112 |
| 2004-05-01 | 59.2708192539063 |
| 2004-06-01 | 59.0692150364073 |
| 2004-07-01 | 57.9589566612948 |
| 2004-08-01 | 57.9643848950276 |
| 2004-09-01 | 58.0725047467976 |
| 2004-10-01 | 58.9598024243349 |
| 2004-11-01 | 58.8303427630329 |
| 2004-12-01 | 58.9050851626584 |
| 2005-01-01 | 59.2782223175038 |
| 2005-02-01 | 59.7828266854875 |
| 2005-03-01 | 59.4565745493457 |
| 2005-04-01 | 59.4740715756228 |
| 2005-05-01 | 58.9512978561289 |
| 2005-06-01 | 58.2001479131925 |
| 2005-07-01 | 59.1076625858247 |
| 2005-08-01 | 59.4791555542376 |
| 2005-09-01 | 60.0046515237281 |
| 2005-10-01 | 59.6032832003362 |
| 2005-11-01 | 59.9879954464696 |
| 2005-12-01 | 60.6645424864421 |
| 2006-01-01 | 60.6157741022893 |
| 2006-02-01 | 61.0437135549522 |
| 2006-03-01 | 61.4569569320965 |
| 2006-04-01 | 61.2818485820693 |
| 2006-05-01 | 62.4223998191430 |
| 2006-06-01 | 62.8636921170441 |
| 2006-07-01 | 64.0114021666464 |
| 2006-08-01 | 63.2174638034842 |
| 2006-09-01 | 62.7491686684890 |
| 2006-10-01 | 62.3682480388948 |
| 2006-11-01 | 62.5449739068481 |
| 2006-12-01 | 62.8304604958067 |
| 2007-01-01 | 63.1130408980067 |
| 2007-02-01 | 63.1327390655604 |
| 2007-03-01 | 63.2931121776540 |
| 2007-04-01 | 62.9401635792221 |
| 2007-05-01 | 63.3619007741093 |
| 2007-06-01 | 62.9796541264973 |
| 2007-07-01 | 63.2269801223522 |
| 2007-08-01 | 63.3349442194259 |
| 2007-09-01 | 63.3953135941492 |
| 2007-10-01 | 64.2345132125446 |
| 2007-11-01 | 64.4324175294173 |
| 2007-12-01 | 64.3966437366872 |
| 2008-01-01 | 63.7729461605121 |
| 2008-02-01 | 63.5310633104326 |
| 2008-03-01 | 62.8702591458037 |
| 2008-04-01 | 62.2225074577485 |
| 2008-05-01 | 61.3482122246754 |
| 2008-06-01 | 61.2830479714342 |
| 2008-07-01 | 61.1933672782348 |
| 2008-08-01 | 60.3320956107007 |
| 2008-09-01 | 59.7444398699814 |
| 2008-10-01 | 58.7250102972023 |
| 2008-11-01 | 58.1114771069904 |
| 2008-12-01 | 57.0162404840640 |
| 2009-01-01 | 55.9815117975113 |
| 2009-02-01 | 54.2109067130627 |
| 2009-03-01 | 53.4011191801692 |
| 2009-04-01 | 53.0732688667293 |
| 2009-05-01 | 52.4963692471738 |
| 2009-06-01 | 52.9416560619082 |
| 2009-07-01 | 52.7653733552477 |
| 2009-08-01 | 52.7716697988540 |
| 2009-09-01 | 52.5022764578924 |
| 2009-10-01 | 52.4883268031756 |
| 2009-11-01 | 52.2383756305120 |
| 2009-12-01 | 52.6283815397432 |
| 2010-01-01 | 49.0783973538747 |
| 2010-02-01 | 49.3180416313577 |
| 2010-03-01 | 49.5285005733716 |
| 2010-04-01 | 50.4131460102116 |
| 2010-05-01 | 50.3624957836507 |
| 2010-06-01 | 50.5770603349912 |
| 2010-07-01 | 50.4518691977384 |
| 2010-08-01 | 50.5195145014191 |
| 2010-09-01 | 50.7819209807906 |
| 2010-10-01 | 50.7245454965884 |
| 2010-11-01 | 51.1703278844869 |
| 2010-12-01 | 50.8939673863845 |
| 2011-01-01 | 50.6140288323816 |
| 2011-02-01 | 50.7269472845805 |
| 2011-03-01 | 51.7984016472850 |
| 2011-04-01 | 52.2107768101258 |
| 2011-05-01 | 52.2994278323005 |
| 2011-06-01 | 52.3970837948340 |
| 2011-07-01 | 52.3342652810888 |
| 2011-08-01 | 52.3105000963628 |
| 2011-09-01 | 52.6212786446923 |
| 2011-10-01 | 53.2682533487360 |
| 2011-11-01 | 53.0727212595689 |
| 2011-12-01 | 53.2001341112689 |
| 2012-01-01 | 54.2876920204078 |
| 2012-02-01 | 53.9251423022857 |
| 2012-03-01 | 54.3090099625531 |
| 2012-04-01 | 54.4736119836955 |
| 2012-05-01 | 54.7350580848130 |
| 2012-06-01 | 54.5629466873256 |
| 2012-07-01 | 54.6829851822955 |
| 2012-08-01 | 55.2681377126227 |
| 2012-09-01 | 55.9644965924145 |
| 2012-10-01 | 56.9166495013736 |
| 2012-11-01 | 57.5549742045214 |
| 2012-12-01 | 58.1655381511670 |
| 2013-01-01 | 58.2603620030056 |
| 2013-02-01 | 58.1968584795977 |
| 2013-03-01 | 58.1504918616069 |
| 2013-04-01 | 58.0057781478031 |
| 2013-05-01 | 58.1092651778198 |
| 2013-06-01 | 57.3548847889436 |
| 2013-07-01 | 58.3809280584203 |
| 2013-08-01 | 58.6791816091127 |
| 2013-09-01 | 58.5883148233600 |
| 2013-10-01 | 58.2441362019860 |
| 2013-11-01 | 57.9991726999816 |
| 2013-12-01 | 57.4213263085350 |
| 2014-01-01 | 58.3400042047754 |
| 2014-02-01 | 58.9770621866294 |
| 2014-03-01 | 59.1923736963088 |
| 2014-04-01 | 59.5371041504933 |
| 2014-05-01 | 60.7767028500464 |
| 2014-06-01 | 60.0529264274627 |
| 2014-07-01 | 59.4054047496336 |
| 2014-08-01 | 60.0414168011492 |
| 2014-09-01 | 60.1620586163106 |
| 2014-10-01 | 60.0244983489575 |
| 2014-11-01 | 60.2108616868762 |
| 2014-12-01 | 60.6562836378564 |
| 2015-01-01 | 61.1411146554723 |
| 2015-02-01 | 61.3203071482827 |
| 2015-03-01 | 61.8152887306956 |
| 2015-04-01 | 62.9258491357075 |
| 2015-05-01 | 62.0847108418378 |
| 2015-06-01 | 61.7559703879109 |
| 2015-07-01 | 62.0310819866294 |
| 2015-08-01 | 61.9703194666981 |
| 2015-09-01 | 61.9651970701320 |
| 2015-10-01 | 62.4608173101820 |
| 2015-11-01 | 62.9325372835549 |
| 2015-12-01 | 63.2786385126116 |
| 2016-01-01 | 63.3708734436572 |
| 2016-02-01 | 63.3930792106451 |
| 2016-03-01 | 63.3572422684980 |
| 2016-04-01 | 64.5644017552751 |
| 2016-05-01 | 63.9277310656164 |
| 2016-06-01 | 64.5434396699507 |
| 2016-07-01 | 64.7825671211400 |
| 2016-08-01 | 65.0871768344340 |
| 2016-09-01 | 65.2460080050809 |
| 2016-10-01 | 65.4066388411852 |
| 2016-11-01 | 65.9032624834304 |
| 2016-12-01 | 65.6539832983060 |
| 2017-01-01 | 66.0888825869338 |
| 2017-02-01 | 66.4926355046376 |
| 2017-03-01 | 67.8932682850358 |
| 2017-04-01 | 66.4442217092458 |
| 2017-05-01 | 66.4905452821307 |
| 2017-06-01 | 66.6357451366775 |
| 2017-07-01 | 67.0940069838256 |
| 2017-08-01 | 66.6665623042712 |
| 2017-09-01 | 66.6857772415985 |
| 2017-10-01 | 66.9853769455985 |
| 2017-11-01 | 65.4612118253039 |
| 2017-12-01 | 65.5959411780791 |
| 2018-01-01 | 65.6612940603195 |
| 2018-02-01 | 65.8032032092245 |
| 2018-03-01 | 66.4666385945977 |
| 2018-04-01 | 66.4143746475950 |
| 2018-05-01 | 67.0540481575828 |
| 2018-06-01 | 66.7095700584173 |
| 2018-07-01 | 66.6409461663082 |
| 2018-08-01 | 67.2081106945960 |
| 2018-09-01 | 67.4902265042035 |
| 2018-10-01 | 67.0168527947332 |
| 2018-11-01 | 67.1330013385080 |
| 2018-12-01 | 67.8030564817913 |
| 2019-01-01 | 66.1017916088458 |
| 2019-02-01 | 65.2948169123942 |
| 2019-03-01 | 66.2398554147648 |
| 2019-04-01 | 66.4653624756585 |
| 2019-05-01 | 66.2835940161582 |
| 2019-06-01 | 67.0949513081341 |
| 2019-07-01 | 66.8279202544581 |
| 2019-08-01 | 67.4800143488134 |
| 2019-09-01 | 67.4732367215665 |
| 2019-10-01 | 67.6190744282879 |
| 2019-11-01 | 68.5557732845812 |
| 2019-12-01 | 69.0095156385025 |
| 2020-01-01 | 69.0897338069701 |
| 2020-02-01 | 69.0364620288187 |
| 2020-03-01 | 68.4160169709003 |
| 2020-04-01 | 56.8019986569610 |
| 2020-05-01 | 57.5965714168944 |
| 2020-06-01 | 58.7020355770126 |
| 2020-07-01 | 59.3991655813433 |
| 2020-08-01 | 59.4162982550820 |
| 2020-09-01 | 58.9062279867201 |
| 2020-10-01 | 60.9457826588239 |
| 2020-11-01 | 61.2476169567397 |
| 2020-12-01 | 61.6727323206935 |
| 2021-01-01 | 62.4674126785993 |
| 2021-02-01 | 62.8360049944805 |
| 2021-03-01 | 63.3536306895584 |
| 2021-04-01 | 63.8755431792612 |
| 2021-05-01 | 64.2770412231296 |
| 2021-06-01 | 63.6353009960480 |
| 2021-07-01 | 64.1240306297659 |
| 2021-08-01 | 64.3164353255168 |
| 2021-09-01 | 64.1096129050866 |
| 2021-10-01 | 66.0022909659642 |
| 2021-11-01 | 67.5783882982551 |
| 2021-12-01 | 66.1916369458221 |
| 2022-01-01 | 66.4027346838556 |
| 2022-02-01 | 66.6030034378191 |
| 2022-03-01 | 66.4605475920866 |
| 2022-04-01 | 65.8099118196549 |
| 2022-05-01 | 65.7620464275599 |
| 2022-06-01 | 65.8388578515009 |
| 2022-07-01 | 64.8271363349136 |
| 2022-08-01 | 64.8458358676511 |
| 2022-09-01 | 64.1483707571289 |
| 2022-10-01 | 64.0847045922672 |
| 2022-11-01 | 63.0646216094970 |
| 2022-12-01 | 62.8700700080638 |
| 2023-01-01 | 62.0496530546014 |
| 2023-02-01 | 62.3050512168758 |
| 2023-03-01 | 62.1100965688545 |
| 2023-04-01 | 62.9965051313414 |
| 2023-05-01 | 62.3728821825402 |
| 2023-06-01 | 62.2932930475566 |
| 2023-07-01 | 62.8511096131544 |
| 2023-08-01 | 62.8617962049588 |
| 2023-09-01 | 63.0729750839727 |
| 2023-10-01 | 62.2047146697610 |
| 2023-11-01 | 62.4751356356780 |
| 2023-12-01 | 62.4094240967789 |
| 2024-01-01 | 63.0702389168185 |
| 2024-02-01 | 62.6922361058694 |
| 2024-03-01 | 62.5321242774571 |
| 2024-04-01 | 62.9002174692624 |
| 2024-05-01 | 62.9014448387437 |
| 2024-06-01 | 62.6023369271055 |
| 2024-07-01 | 63.1771978441691 |
| 2024-08-01 | 63.1634177581933 |
| 2024-09-01 | 62.6389334310300 |
| 2024-10-01 | 61.8365564328296 |
| 2024-11-01 | 63.1327483127945 |
| 2024-12-01 | 63.5302690217260 |
| 2025-01-01 | 63.2867376204932 |
| 2025-02-01 | 62.6836260700102 |
| 2025-03-01 | 62.7873370892525 |
| 2025-04-01 | 62.1381825606824 |
| 2025-05-01 | 61.5460293743750 |
| 2025-06-01 | 61.3520380910212 |
| 2025-07-01 | 60.8794918704102 |
| 2025-08-01 | 60.6906660987999 |
| 2025-09-01 | 60.8041093172078 |
| 2025-10-01 | 60.9296845487944 |
| 2025-11-01 | 60.9249413447884 |
| 2025-12-01 | 60.9080241943344 |