Table Data - All Employees: Professional and Business Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846000000001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 10:58 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 | 106.7900186417 |
| 1990-02-01 | 107.3224543529 |
| 1990-03-01 | 107.9459163325 |
| 1990-04-01 | 107.2756979706 |
| 1990-05-01 | 108.2787602505 |
| 1990-06-01 | 109.5616825168 |
| 1990-07-01 | 110.3666461822 |
| 1990-08-01 | 110.4338176317 |
| 1990-09-01 | 110.3103920603 |
| 1990-10-01 | 112.4816006891 |
| 1990-11-01 | 112.7183972371 |
| 1990-12-01 | 113.5054210767 |
| 1991-01-01 | 112.0639395579 |
| 1991-02-01 | 113.0359849704 |
| 1991-03-01 | 112.7352028599 |
| 1991-04-01 | 114.7644852319 |
| 1991-05-01 | 115.5712004923 |
| 1991-06-01 | 115.7977985932 |
| 1991-07-01 | 115.2997428387 |
| 1991-08-01 | 115.2930232006 |
| 1991-09-01 | 114.8355405301 |
| 1991-10-01 | 114.1928202562 |
| 1991-11-01 | 114.5867763334 |
| 1991-12-01 | 114.7627971940 |
| 1992-01-01 | 114.7718252135 |
| 1992-02-01 | 114.6365479149 |
| 1992-03-01 | 114.3898262838 |
| 1992-04-01 | 115.3706385453 |
| 1992-05-01 | 115.2859338596 |
| 1992-06-01 | 114.6516386971 |
| 1992-07-01 | 115.2785895267 |
| 1992-08-01 | 115.3324472872 |
| 1992-09-01 | 116.1538693783 |
| 1992-10-01 | 116.4036437421 |
| 1992-11-01 | 116.5298916496 |
| 1992-12-01 | 116.1272315270 |
| 1993-01-01 | 117.7035994305 |
| 1993-02-01 | 117.9329220470 |
| 1993-03-01 | 117.9457719114 |
| 1993-04-01 | 118.3139818067 |
| 1993-05-01 | 118.7067907499 |
| 1993-06-01 | 118.9068954193 |
| 1993-07-01 | 119.8222718646 |
| 1993-08-01 | 121.5241551232 |
| 1993-09-01 | 121.4700472376 |
| 1993-10-01 | 123.1508754453 |
| 1993-11-01 | 123.5239383879 |
| 1993-12-01 | 124.4888176007 |
| 1994-01-01 | 121.2712725291 |
| 1994-02-01 | 122.2021074250 |
| 1994-03-01 | 122.8453719407 |
| 1994-04-01 | 122.3462007214 |
| 1994-05-01 | 123.0192616321 |
| 1994-06-01 | 123.5391078469 |
| 1994-07-01 | 123.2398346897 |
| 1994-08-01 | 122.6486000746 |
| 1994-09-01 | 123.4562363749 |
| 1994-10-01 | 122.6613206015 |
| 1994-11-01 | 123.5490880052 |
| 1994-12-01 | 124.0043708312 |
| 1995-01-01 | 124.2168084414 |
| 1995-02-01 | 125.3160609681 |
| 1995-03-01 | 126.2390698642 |
| 1995-04-01 | 125.5086526804 |
| 1995-05-01 | 127.2812907634 |
| 1995-06-01 | 128.5455823206 |
| 1995-07-01 | 129.6117891329 |
| 1995-08-01 | 130.4522814199 |
| 1995-09-01 | 131.4816016060 |
| 1995-10-01 | 128.6726324703 |
| 1995-11-01 | 129.0470514313 |
| 1995-12-01 | 128.8419787893 |
| 1996-01-01 | 130.5855828674 |
| 1996-02-01 | 129.1495596724 |
| 1996-03-01 | 128.8715774483 |
| 1996-04-01 | 126.5219928635 |
| 1996-05-01 | 128.1376833666 |
| 1996-06-01 | 129.3950735764 |
| 1996-07-01 | 133.9476290334 |
| 1996-08-01 | 135.1091124768 |
| 1996-09-01 | 136.1000432348 |
| 1996-10-01 | 137.4983702105 |
| 1996-11-01 | 138.5801369231 |
| 1996-12-01 | 140.0308674510 |
| 1997-01-01 | 141.0002647267 |
| 1997-02-01 | 141.4925165951 |
| 1997-03-01 | 142.8510298929 |
| 1997-04-01 | 144.8114067714 |
| 1997-05-01 | 146.7458601294 |
| 1997-06-01 | 147.3481692812 |
| 1997-07-01 | 150.6718934888 |
| 1997-08-01 | 150.0890573209 |
| 1997-09-01 | 151.1926809813 |
| 1997-10-01 | 150.1455497749 |
| 1997-11-01 | 149.9157670191 |
| 1997-12-01 | 150.1846433325 |
| 1998-01-01 | 152.4110805651 |
| 1998-02-01 | 154.1120578420 |
| 1998-03-01 | 154.8463709144 |
| 1998-04-01 | 155.9281400784 |
| 1998-05-01 | 155.9725175650 |
| 1998-06-01 | 156.8213243551 |
| 1998-07-01 | 156.1367563187 |
| 1998-08-01 | 157.3229629236 |
| 1998-09-01 | 157.5584981858 |
| 1998-10-01 | 157.8940685967 |
| 1998-11-01 | 159.3562209554 |
| 1998-12-01 | 159.4830351313 |
| 1999-01-01 | 159.2015931347 |
| 1999-02-01 | 159.8746401101 |
| 1999-03-01 | 160.5271207061 |
| 1999-04-01 | 162.6474713714 |
| 1999-05-01 | 163.1342307842 |
| 1999-06-01 | 163.1642959537 |
| 1999-07-01 | 164.4232860362 |
| 1999-08-01 | 164.1601463876 |
| 1999-09-01 | 164.4065942191 |
| 1999-10-01 | 166.7953560886 |
| 1999-11-01 | 167.2455544539 |
| 1999-12-01 | 168.3205598074 |
| 2000-01-01 | 169.6080299895 |
| 2000-02-01 | 170.1280394691 |
| 2000-03-01 | 171.0286474062 |
| 2000-04-01 | 173.4617091797 |
| 2000-05-01 | 172.6174605476 |
| 2000-06-01 | 173.2906708608 |
| 2000-07-01 | 174.5742799160 |
| 2000-08-01 | 174.8744421967 |
| 2000-09-01 | 176.0583902501 |
| 2000-10-01 | 175.9138449037 |
| 2000-11-01 | 176.3233821013 |
| 2000-12-01 | 175.2993030598 |
| 2001-01-01 | 168.5348480047 |
| 2001-02-01 | 167.3347524323 |
| 2001-03-01 | 166.5436519979 |
| 2001-04-01 | 163.4947929947 |
| 2001-05-01 | 163.5983910963 |
| 2001-06-01 | 163.2726377772 |
| 2001-07-01 | 161.1877013574 |
| 2001-08-01 | 160.0967958550 |
| 2001-09-01 | 158.9078896878 |
| 2001-10-01 | 158.5233680444 |
| 2001-11-01 | 156.9609066148 |
| 2001-12-01 | 156.9883867706 |
| 2002-01-01 | 156.8096758863 |
| 2002-02-01 | 156.3045699291 |
| 2002-03-01 | 156.2245096487 |
| 2002-04-01 | 154.1101695402 |
| 2002-05-01 | 153.9848726047 |
| 2002-06-01 | 153.1329888998 |
| 2002-07-01 | 151.6215050029 |
| 2002-08-01 | 151.6705016884 |
| 2002-09-01 | 151.2981957322 |
| 2002-10-01 | 149.9667588616 |
| 2002-11-01 | 149.6346792303 |
| 2002-12-01 | 149.4283347531 |
| 2003-01-01 | 148.2491037792 |
| 2003-02-01 | 148.0376356873 |
| 2003-03-01 | 148.2341270102 |
| 2003-04-01 | 147.8597472829 |
| 2003-05-01 | 147.4622269078 |
| 2003-06-01 | 147.8457033583 |
| 2003-07-01 | 149.3368578500 |
| 2003-08-01 | 149.4421331644 |
| 2003-09-01 | 149.0692817307 |
| 2003-10-01 | 149.5097646597 |
| 2003-11-01 | 149.8918759550 |
| 2003-12-01 | 149.8292424239 |
| 2004-01-01 | 150.4694722547 |
| 2004-02-01 | 150.8433932041 |
| 2004-03-01 | 150.9244743597 |
| 2004-04-01 | 152.5482888037 |
| 2004-05-01 | 153.1295498289 |
| 2004-06-01 | 153.0156465225 |
| 2004-07-01 | 151.7996776911 |
| 2004-08-01 | 151.5627252791 |
| 2004-09-01 | 151.9951935127 |
| 2004-10-01 | 153.0736371394 |
| 2004-11-01 | 153.0859837808 |
| 2004-12-01 | 153.4076098428 |
| 2005-01-01 | 154.5111748681 |
| 2005-02-01 | 154.8213615382 |
| 2005-03-01 | 154.6299594283 |
| 2005-04-01 | 154.9655124608 |
| 2005-05-01 | 154.7044019732 |
| 2005-06-01 | 154.1625372132 |
| 2005-07-01 | 154.8439306863 |
| 2005-08-01 | 155.4727850457 |
| 2005-09-01 | 156.7403603187 |
| 2005-10-01 | 156.8686165936 |
| 2005-11-01 | 157.8184763371 |
| 2005-12-01 | 158.4899200135 |
| 2006-01-01 | 158.2956856674 |
| 2006-02-01 | 159.0930350316 |
| 2006-03-01 | 159.8989527827 |
| 2006-04-01 | 159.7818813674 |
| 2006-05-01 | 161.1912977567 |
| 2006-06-01 | 162.1193484136 |
| 2006-07-01 | 162.5849080303 |
| 2006-08-01 | 162.1441742594 |
| 2006-09-01 | 161.5531062580 |
| 2006-10-01 | 160.8625896662 |
| 2006-11-01 | 160.7213081150 |
| 2006-12-01 | 161.0316289650 |
| 2007-01-01 | 160.6377101548 |
| 2007-02-01 | 161.5713772619 |
| 2007-03-01 | 162.2023988796 |
| 2007-04-01 | 161.1462212955 |
| 2007-05-01 | 162.0159615269 |
| 2007-06-01 | 161.7906643555 |
| 2007-07-01 | 162.5200904136 |
| 2007-08-01 | 162.4823063857 |
| 2007-09-01 | 162.4368248914 |
| 2007-10-01 | 170.7084100748 |
| 2007-11-01 | 170.8526002658 |
| 2007-12-01 | 171.1335166983 |
| 2008-01-01 | 171.5345378898 |
| 2008-02-01 | 171.4210241591 |
| 2008-03-01 | 170.6969044571 |
| 2008-04-01 | 170.5984267496 |
| 2008-05-01 | 169.9272802076 |
| 2008-06-01 | 170.0892821486 |
| 2008-07-01 | 170.0518421650 |
| 2008-08-01 | 169.7057337459 |
| 2008-09-01 | 169.0438674966 |
| 2008-10-01 | 168.1326109049 |
| 2008-11-01 | 166.9243478666 |
| 2008-12-01 | 166.6116383374 |
| 2009-01-01 | 164.4516656137 |
| 2009-02-01 | 162.2886003839 |
| 2009-03-01 | 160.3728568365 |
| 2009-04-01 | 157.7885521034 |
| 2009-05-01 | 157.1086384196 |
| 2009-06-01 | 156.9421403510 |
| 2009-07-01 | 155.7323399647 |
| 2009-08-01 | 155.3982845589 |
| 2009-09-01 | 154.3282325624 |
| 2009-10-01 | 155.2957657716 |
| 2009-11-01 | 154.9889462852 |
| 2009-12-01 | 155.6951699029 |
| 2010-01-01 | 153.2995126883 |
| 2010-02-01 | 153.9544773718 |
| 2010-03-01 | 154.5621370500 |
| 2010-04-01 | 155.3604759315 |
| 2010-05-01 | 155.6554878167 |
| 2010-06-01 | 156.2503760615 |
| 2010-07-01 | 155.9777522862 |
| 2010-08-01 | 156.1915049958 |
| 2010-09-01 | 157.1147029955 |
| 2010-10-01 | 156.6186346630 |
| 2010-11-01 | 157.4254596769 |
| 2010-12-01 | 157.2643591421 |
| 2011-01-01 | 157.0783446650 |
| 2011-02-01 | 157.6398014954 |
| 2011-03-01 | 158.8186082971 |
| 2011-04-01 | 159.3840179089 |
| 2011-05-01 | 159.7717767666 |
| 2011-06-01 | 159.8207452086 |
| 2011-07-01 | 160.5746403727 |
| 2011-08-01 | 160.8813520115 |
| 2011-09-01 | 161.4294003126 |
| 2011-10-01 | 161.8220312371 |
| 2011-11-01 | 161.3496427164 |
| 2011-12-01 | 162.7014750898 |
| 2012-01-01 | 163.9254602497 |
| 2012-02-01 | 164.3187265485 |
| 2012-03-01 | 164.8449192088 |
| 2012-04-01 | 166.3037564769 |
| 2012-05-01 | 167.1120350534 |
| 2012-06-01 | 167.4591293044 |
| 2012-07-01 | 167.6950130051 |
| 2012-08-01 | 168.1928817871 |
| 2012-09-01 | 169.4890079452 |
| 2012-10-01 | 170.9109825548 |
| 2012-11-01 | 171.4843364814 |
| 2012-12-01 | 171.9554982745 |
| 2013-01-01 | 172.6119492819 |
| 2013-02-01 | 172.4347368660 |
| 2013-03-01 | 172.1662467459 |
| 2013-04-01 | 172.1474351305 |
| 2013-05-01 | 172.0504396016 |
| 2013-06-01 | 171.5095302446 |
| 2013-07-01 | 172.0614141454 |
| 2013-08-01 | 172.5717095774 |
| 2013-09-01 | 172.4108602292 |
| 2013-10-01 | 172.6461501949 |
| 2013-11-01 | 172.5983523868 |
| 2013-12-01 | 173.3775547119 |
| 2014-01-01 | 173.7835614321 |
| 2014-02-01 | 174.6979486136 |
| 2014-03-01 | 175.1340352073 |
| 2014-04-01 | 175.4601078887 |
| 2014-05-01 | 177.2598049678 |
| 2014-06-01 | 176.6503018902 |
| 2014-07-01 | 174.1911242276 |
| 2014-08-01 | 175.3658497694 |
| 2014-09-01 | 175.2675146931 |
| 2014-10-01 | 174.0800402472 |
| 2014-11-01 | 174.8304339048 |
| 2014-12-01 | 174.8847071409 |
| 2015-01-01 | 176.3989892426 |
| 2015-02-01 | 176.8525016833 |
| 2015-03-01 | 177.0816750459 |
| 2015-04-01 | 178.2772756688 |
| 2015-05-01 | 177.2364438105 |
| 2015-06-01 | 176.9222344593 |
| 2015-07-01 | 177.1132301735 |
| 2015-08-01 | 177.4548249713 |
| 2015-09-01 | 177.2842931323 |
| 2015-10-01 | 178.1772468414 |
| 2015-11-01 | 178.5534772309 |
| 2015-12-01 | 179.5017509767 |
| 2016-01-01 | 179.1947228750 |
| 2016-02-01 | 179.1144719566 |
| 2016-03-01 | 178.2751177873 |
| 2016-04-01 | 181.0262169629 |
| 2016-05-01 | 180.3477756895 |
| 2016-06-01 | 180.5578325191 |
| 2016-07-01 | 181.9598807822 |
| 2016-08-01 | 182.3054167716 |
| 2016-09-01 | 182.9365548028 |
| 2016-10-01 | 182.9170881534 |
| 2016-11-01 | 183.7422456826 |
| 2016-12-01 | 182.5127132510 |
| 2017-01-01 | 182.7683447246 |
| 2017-02-01 | 183.4022293704 |
| 2017-03-01 | 184.2151921887 |
| 2017-04-01 | 183.6816003951 |
| 2017-05-01 | 183.6737209637 |
| 2017-06-01 | 184.9689958299 |
| 2017-07-01 | 185.0802994336 |
| 2017-08-01 | 185.1779745064 |
| 2017-09-01 | 185.7609805382 |
| 2017-10-01 | 185.7751443995 |
| 2017-11-01 | 185.1254661178 |
| 2017-12-01 | 185.7226413165 |
| 2018-01-01 | 186.1049190264 |
| 2018-02-01 | 187.0325733184 |
| 2018-03-01 | 187.6521525764 |
| 2018-04-01 | 188.6678043312 |
| 2018-05-01 | 189.4295425428 |
| 2018-06-01 | 189.6233162909 |
| 2018-07-01 | 190.2889792413 |
| 2018-08-01 | 190.9125224806 |
| 2018-09-01 | 191.7605852276 |
| 2018-10-01 | 190.8675143169 |
| 2018-11-01 | 191.1180554259 |
| 2018-12-01 | 192.0440645480 |
| 2019-01-01 | 191.0199714647 |
| 2019-02-01 | 190.8125149905 |
| 2019-03-01 | 191.4769011577 |
| 2019-04-01 | 191.9966585853 |
| 2019-05-01 | 192.1249552655 |
| 2019-06-01 | 193.3981102954 |
| 2019-07-01 | 193.6199728009 |
| 2019-08-01 | 194.6544847419 |
| 2019-09-01 | 194.2906861390 |
| 2019-10-01 | 193.7437315941 |
| 2019-11-01 | 196.3369361578 |
| 2019-12-01 | 196.7338275027 |
| 2020-01-01 | 196.9374701447 |
| 2020-02-01 | 197.3454656720 |
| 2020-03-01 | 195.5876750104 |
| 2020-04-01 | 177.6009925722 |
| 2020-05-01 | 179.3242996714 |
| 2020-06-01 | 180.9615874736 |
| 2020-07-01 | 180.7692579383 |
| 2020-08-01 | 180.7659934645 |
| 2020-09-01 | 180.1331471708 |
| 2020-10-01 | 183.0436154799 |
| 2020-11-01 | 183.8058037573 |
| 2020-12-01 | 185.1089931637 |
| 2021-01-01 | 186.4371690295 |
| 2021-02-01 | 186.9840416875 |
| 2021-03-01 | 188.1999866844 |
| 2021-04-01 | 189.6793744677 |
| 2021-05-01 | 190.5893002127 |
| 2021-06-01 | 189.6569281398 |
| 2021-07-01 | 190.6087556785 |
| 2021-08-01 | 191.2149948362 |
| 2021-09-01 | 191.7297761509 |
| 2021-10-01 | 194.1561626856 |
| 2021-11-01 | 196.2962657050 |
| 2021-12-01 | 195.1581213729 |
| 2022-01-01 | 196.2248126154 |
| 2022-02-01 | 197.0594468023 |
| 2022-03-01 | 197.3066306308 |
| 2022-04-01 | 195.9155101476 |
| 2022-05-01 | 195.4095500652 |
| 2022-06-01 | 195.9983885667 |
| 2022-07-01 | 194.2530922800 |
| 2022-08-01 | 194.4322923471 |
| 2022-09-01 | 194.2840293290 |
| 2022-10-01 | 193.1722741232 |
| 2022-11-01 | 192.0913866684 |
| 2022-12-01 | 192.1341214207 |
| 2023-01-01 | 188.9299750835 |
| 2023-02-01 | 188.9655808301 |
| 2023-03-01 | 187.9511593220 |
| 2023-04-01 | 188.7734298555 |
| 2023-05-01 | 188.2285305367 |
| 2023-06-01 | 188.2699119941 |
| 2023-07-01 | 188.2879942824 |
| 2023-08-01 | 188.7740570768 |
| 2023-09-01 | 188.9367808286 |
| 2023-10-01 | 187.6054811583 |
| 2023-11-01 | 187.9421332604 |
| 2023-12-01 | 187.6446274913 |
| 2024-01-01 | 188.9112020819 |
| 2024-02-01 | 187.6194182344 |
| 2024-03-01 | 186.7338311106 |
| 2024-04-01 | 186.9115760963 |
| 2024-05-01 | 186.7423364993 |
| 2024-06-01 | 186.0998134594 |
| 2024-07-01 | 186.8855806943 |
| 2024-08-01 | 186.1728902948 |
| 2024-09-01 | 185.5017785252 |
| 2024-10-01 | 186.1400587496 |
| 2024-11-01 | 185.6660791934 |
| 2024-12-01 | 184.2233821115 |
| 2025-01-01 | 185.6793775303 |
| 2025-02-01 | 184.7678077930 |
| 2025-03-01 | 184.6742198322 |
| 2025-04-01 | 184.3627948457 |
| 2025-05-01 | 183.4087233625 |
| 2025-06-01 | 181.9855355266 |
| 2025-07-01 | 183.6981103894 |
| 2025-08-01 | 182.8379090461 |
| 2025-09-01 | 182.2728412466 |
| 2025-10-01 | 181.8186494964 |
| 2025-11-01 | 181.6871232271 |
| 2025-12-01 | 182.0666620504 |
| 2026-01-01 | 181.7570717277 |
| 2026-02-01 | 181.8579768168 |
| 2026-03-01 | 182.2400656851 |
| 2026-04-01 | 181.1019196275 |
| 2026-05-01 | 181.2584700330 |
| 2026-06-01 | 181.5983918826 |
| 2026-07-01 | 179.6647141602 |
| 2026-08-01 | 179.2077996475 |