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 2026-09-01 |
| Last Updated | 2026-10-20 10:07 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 | 106.7899594338 |
| 1990-02-01 | 107.3224243657 |
| 1990-03-01 | 107.9458691816 |
| 1990-04-01 | 107.2756643308 |
| 1990-05-01 | 108.2787477741 |
| 1990-06-01 | 109.5616777501 |
| 1990-07-01 | 110.3666499435 |
| 1990-08-01 | 110.4338302991 |
| 1990-09-01 | 110.3104441551 |
| 1990-10-01 | 112.4816174987 |
| 1990-11-01 | 112.7184169334 |
| 1990-12-01 | 113.5055334910 |
| 1991-01-01 | 112.0638565769 |
| 1991-02-01 | 113.0359369972 |
| 1991-03-01 | 112.7351434538 |
| 1991-04-01 | 114.7644403976 |
| 1991-05-01 | 115.5711818685 |
| 1991-06-01 | 115.7978012395 |
| 1991-07-01 | 115.2997682935 |
| 1991-08-01 | 115.2930626861 |
| 1991-09-01 | 114.8356110756 |
| 1991-10-01 | 114.1928465055 |
| 1991-11-01 | 114.5867976986 |
| 1991-12-01 | 114.7629034060 |
| 1992-01-01 | 114.7717099027 |
| 1992-02-01 | 114.6364684454 |
| 1992-03-01 | 114.3897326597 |
| 1992-04-01 | 115.3705803254 |
| 1992-05-01 | 115.2858987009 |
| 1992-06-01 | 114.6516499186 |
| 1992-07-01 | 115.2786546668 |
| 1992-08-01 | 115.3325602602 |
| 1992-09-01 | 116.1540348543 |
| 1992-10-01 | 116.4036272308 |
| 1992-11-01 | 116.5298928572 |
| 1992-12-01 | 116.1273196617 |
| 1993-01-01 | 117.7034455799 |
| 1993-02-01 | 117.9327967391 |
| 1993-03-01 | 117.9456358626 |
| 1993-04-01 | 118.3138975798 |
| 1993-05-01 | 118.7067327219 |
| 1993-06-01 | 118.9068421169 |
| 1993-07-01 | 119.8224645942 |
| 1993-08-01 | 121.5243939925 |
| 1993-09-01 | 121.4703349982 |
| 1993-10-01 | 123.1508100850 |
| 1993-11-01 | 123.5239029958 |
| 1993-12-01 | 124.4888633087 |
| 1994-01-01 | 121.2710808946 |
| 1994-02-01 | 122.2019357030 |
| 1994-03-01 | 122.8451876175 |
| 1994-04-01 | 122.3460836711 |
| 1994-05-01 | 123.0191740716 |
| 1994-06-01 | 123.5389742862 |
| 1994-07-01 | 123.2401699708 |
| 1994-08-01 | 122.6489415155 |
| 1994-09-01 | 123.4566887135 |
| 1994-10-01 | 122.6611886406 |
| 1994-11-01 | 123.5490108226 |
| 1994-12-01 | 124.0043699941 |
| 1995-01-01 | 124.2165818821 |
| 1995-02-01 | 125.3158554059 |
| 1995-03-01 | 126.2388614555 |
| 1995-04-01 | 125.5085038405 |
| 1995-05-01 | 127.2811777582 |
| 1995-06-01 | 128.5453556716 |
| 1995-07-01 | 129.6122629873 |
| 1995-08-01 | 130.4527006032 |
| 1995-09-01 | 131.4821752408 |
| 1995-10-01 | 128.6724929100 |
| 1995-11-01 | 129.0469524665 |
| 1995-12-01 | 128.8419239196 |
| 1996-01-01 | 130.5853408826 |
| 1996-02-01 | 129.1493437687 |
| 1996-03-01 | 128.8713584061 |
| 1996-04-01 | 126.5218157771 |
| 1996-05-01 | 128.1375556959 |
| 1996-06-01 | 129.3948252611 |
| 1996-07-01 | 133.9481214338 |
| 1996-08-01 | 135.1095252151 |
| 1996-09-01 | 136.1007291058 |
| 1996-10-01 | 137.4982245070 |
| 1996-11-01 | 138.5800392122 |
| 1996-12-01 | 140.0307880163 |
| 1997-01-01 | 141.0000290973 |
| 1997-02-01 | 141.4922888835 |
| 1997-03-01 | 142.8508003126 |
| 1997-04-01 | 144.8111846212 |
| 1997-05-01 | 146.7457113653 |
| 1997-06-01 | 147.3478565520 |
| 1997-07-01 | 150.6723928842 |
| 1997-08-01 | 150.0894432624 |
| 1997-09-01 | 151.1933770976 |
| 1997-10-01 | 150.1454968736 |
| 1997-11-01 | 149.9157530247 |
| 1997-12-01 | 150.1846536480 |
| 1998-01-01 | 152.4107807679 |
| 1998-02-01 | 154.1117973059 |
| 1998-03-01 | 154.8461377807 |
| 1998-04-01 | 155.9278862217 |
| 1998-05-01 | 155.9723716462 |
| 1998-06-01 | 156.8210441497 |
| 1998-07-01 | 156.1371214486 |
| 1998-08-01 | 157.3232376811 |
| 1998-09-01 | 157.5591336150 |
| 1998-10-01 | 157.8941268730 |
| 1998-11-01 | 159.3563283178 |
| 1998-12-01 | 159.4831989282 |
| 1999-01-01 | 159.2012215246 |
| 1999-02-01 | 159.8743421908 |
| 1999-03-01 | 160.5268901012 |
| 1999-04-01 | 162.6472098390 |
| 1999-05-01 | 163.1340943850 |
| 1999-06-01 | 163.1640771589 |
| 1999-07-01 | 164.4235136132 |
| 1999-08-01 | 164.1603318061 |
| 1999-09-01 | 164.4070700923 |
| 1999-10-01 | 166.7955569385 |
| 1999-11-01 | 167.2457959962 |
| 1999-12-01 | 168.3208800728 |
| 2000-01-01 | 169.6075732191 |
| 2000-02-01 | 170.1276941095 |
| 2000-03-01 | 171.0284021741 |
| 2000-04-01 | 173.4614402049 |
| 2000-05-01 | 172.6173411730 |
| 2000-06-01 | 173.2905376609 |
| 2000-07-01 | 174.5743829028 |
| 2000-08-01 | 174.8745781907 |
| 2000-09-01 | 176.0587946259 |
| 2000-10-01 | 175.9140820345 |
| 2000-11-01 | 176.3236773392 |
| 2000-12-01 | 175.2996745934 |
| 2001-01-01 | 168.5344302835 |
| 2001-02-01 | 167.3344233911 |
| 2001-03-01 | 166.5434254833 |
| 2001-04-01 | 163.4945652415 |
| 2001-05-01 | 163.5983000703 |
| 2001-06-01 | 163.2725322238 |
| 2001-07-01 | 161.1877703066 |
| 2001-08-01 | 160.0969280032 |
| 2001-09-01 | 158.9081225084 |
| 2001-10-01 | 158.5235715489 |
| 2001-11-01 | 156.9611632605 |
| 2001-12-01 | 156.9887178080 |
| 2002-01-01 | 156.8093128248 |
| 2002-02-01 | 156.3042959938 |
| 2002-03-01 | 156.2243302768 |
| 2002-04-01 | 154.1099884006 |
| 2002-05-01 | 153.9848134461 |
| 2002-06-01 | 153.1329162414 |
| 2002-07-01 | 151.6215733735 |
| 2002-08-01 | 151.6706214234 |
| 2002-09-01 | 151.2983455627 |
| 2002-10-01 | 149.9669014289 |
| 2002-11-01 | 149.6348550810 |
| 2002-12-01 | 149.4285485928 |
| 2003-01-01 | 148.2488665371 |
| 2003-02-01 | 148.0374460535 |
| 2003-03-01 | 148.2340017790 |
| 2003-04-01 | 147.8596150706 |
| 2003-05-01 | 147.4621883758 |
| 2003-06-01 | 147.8456701085 |
| 2003-07-01 | 149.3369166599 |
| 2003-08-01 | 149.4422438486 |
| 2003-09-01 | 149.0693592399 |
| 2003-10-01 | 149.5098533932 |
| 2003-11-01 | 149.8919741260 |
| 2003-12-01 | 149.8293478778 |
| 2004-01-01 | 150.4693389197 |
| 2004-02-01 | 150.8432789889 |
| 2004-03-01 | 150.9243962282 |
| 2004-04-01 | 152.5481910288 |
| 2004-05-01 | 153.1295316126 |
| 2004-06-01 | 153.0156464313 |
| 2004-07-01 | 151.7997220945 |
| 2004-08-01 | 151.5628159854 |
| 2004-09-01 | 151.9952453099 |
| 2004-10-01 | 153.0736683624 |
| 2004-11-01 | 153.0860065020 |
| 2004-12-01 | 153.4076090322 |
| 2005-01-01 | 154.5111455230 |
| 2005-02-01 | 154.8213155454 |
| 2005-03-01 | 154.6299195116 |
| 2005-04-01 | 154.9654476979 |
| 2005-05-01 | 154.7043960132 |
| 2005-06-01 | 154.1625583330 |
| 2005-07-01 | 154.8439534010 |
| 2005-08-01 | 155.4728614780 |
| 2005-09-01 | 156.7403953258 |
| 2005-10-01 | 156.8686038376 |
| 2005-11-01 | 157.8184632836 |
| 2005-12-01 | 158.4899081509 |
| 2006-01-01 | 158.2956659520 |
| 2006-02-01 | 159.0930153036 |
| 2006-03-01 | 159.8989367144 |
| 2006-04-01 | 159.7818469620 |
| 2006-05-01 | 161.1913015819 |
| 2006-06-01 | 162.1193704033 |
| 2006-07-01 | 162.5849274926 |
| 2006-08-01 | 162.1442365294 |
| 2006-09-01 | 161.5531471765 |
| 2006-10-01 | 160.8625499030 |
| 2006-11-01 | 160.7212785804 |
| 2006-12-01 | 161.0316138183 |
| 2007-01-01 | 160.6376923652 |
| 2007-02-01 | 161.5713659441 |
| 2007-03-01 | 162.2023934888 |
| 2007-04-01 | 161.1462063793 |
| 2007-05-01 | 162.0159678697 |
| 2007-06-01 | 161.7906828586 |
| 2007-07-01 | 162.5201108412 |
| 2007-08-01 | 162.4823511991 |
| 2007-09-01 | 162.4368697229 |
| 2007-10-01 | 170.7083625656 |
| 2007-11-01 | 170.8525670958 |
| 2007-12-01 | 171.1335033944 |
| 2008-01-01 | 171.5345185611 |
| 2008-02-01 | 171.4210128467 |
| 2008-03-01 | 170.6968994202 |
| 2008-04-01 | 170.5984240112 |
| 2008-05-01 | 169.9272865633 |
| 2008-06-01 | 170.0892975465 |
| 2008-07-01 | 170.0518639149 |
| 2008-08-01 | 169.7057631834 |
| 2008-09-01 | 169.0439196240 |
| 2008-10-01 | 168.1325622874 |
| 2008-11-01 | 166.9243178461 |
| 2008-12-01 | 166.6116285830 |
| 2009-01-01 | 164.4516501155 |
| 2009-02-01 | 162.2885924469 |
| 2009-03-01 | 160.3728550876 |
| 2009-04-01 | 157.7885529414 |
| 2009-05-01 | 157.1086436473 |
| 2009-06-01 | 156.9421510575 |
| 2009-07-01 | 155.7323538672 |
| 2009-08-01 | 155.3983035468 |
| 2009-09-01 | 154.3282684041 |
| 2009-10-01 | 155.2957311602 |
| 2009-11-01 | 154.9889248385 |
| 2009-12-01 | 155.6951657851 |
| 2010-01-01 | 153.2995017159 |
| 2010-02-01 | 153.9544725335 |
| 2010-03-01 | 154.5621369638 |
| 2010-04-01 | 155.3604777807 |
| 2010-05-01 | 155.6554907049 |
| 2010-06-01 | 156.2503823447 |
| 2010-07-01 | 155.9777599913 |
| 2010-08-01 | 156.1915162738 |
| 2010-09-01 | 157.1147282956 |
| 2010-10-01 | 156.6186116566 |
| 2010-11-01 | 157.4254465062 |
| 2010-12-01 | 157.2643580542 |
| 2011-01-01 | 157.0783379303 |
| 2011-02-01 | 157.6397986155 |
| 2011-03-01 | 158.8186085117 |
| 2011-04-01 | 159.3840194983 |
| 2011-05-01 | 159.7717773917 |
| 2011-06-01 | 159.8207470333 |
| 2011-07-01 | 160.5746439366 |
| 2011-08-01 | 160.8813574029 |
| 2011-09-01 | 161.4294105315 |
| 2011-10-01 | 161.8220268120 |
| 2011-11-01 | 161.3496369876 |
| 2011-12-01 | 162.7014753346 |
| 2012-01-01 | 163.9254566390 |
| 2012-02-01 | 164.3187242055 |
| 2012-03-01 | 164.8449173595 |
| 2012-04-01 | 166.3037556609 |
| 2012-05-01 | 167.1120340324 |
| 2012-06-01 | 167.4591278040 |
| 2012-07-01 | 167.6950142723 |
| 2012-08-01 | 168.1928847366 |
| 2012-09-01 | 169.4890131799 |
| 2012-10-01 | 170.9109890237 |
| 2012-11-01 | 171.4843345340 |
| 2012-12-01 | 171.9554989560 |
| 2013-01-01 | 172.6119499110 |
| 2013-02-01 | 172.4347376451 |
| 2013-03-01 | 172.1662309234 |
| 2013-04-01 | 172.1474341192 |
| 2013-05-01 | 172.0504399938 |
| 2013-06-01 | 171.5095273743 |
| 2013-07-01 | 172.0614152095 |
| 2013-08-01 | 172.5717125776 |
| 2013-09-01 | 172.4108608987 |
| 2013-10-01 | 172.6461663295 |
| 2013-11-01 | 172.5983524319 |
| 2013-12-01 | 173.3775569292 |
| 2014-01-01 | 173.7835641152 |
| 2014-02-01 | 174.6979513978 |
| 2014-03-01 | 175.1340038224 |
| 2014-04-01 | 175.4601053176 |
| 2014-05-01 | 177.2598048822 |
| 2014-06-01 | 176.6502978569 |
| 2014-07-01 | 174.1911258493 |
| 2014-08-01 | 175.3658566959 |
| 2014-09-01 | 175.2675253003 |
| 2014-10-01 | 174.0800684229 |
| 2014-11-01 | 174.8304432456 |
| 2014-12-01 | 174.8847100885 |
| 2015-01-01 | 176.3989815037 |
| 2015-02-01 | 176.8524820356 |
| 2015-03-01 | 177.0816037663 |
| 2015-04-01 | 178.2772611621 |
| 2015-05-01 | 177.2364531956 |
| 2015-06-01 | 176.9222527602 |
| 2015-07-01 | 177.1132573072 |
| 2015-08-01 | 177.4548535341 |
| 2015-09-01 | 177.2843289672 |
| 2015-10-01 | 178.1772931979 |
| 2015-11-01 | 178.5534974520 |
| 2015-12-01 | 179.5017438967 |
| 2016-01-01 | 179.1946743640 |
| 2016-02-01 | 179.1143769437 |
| 2016-03-01 | 178.2749723908 |
| 2016-04-01 | 181.0261711809 |
| 2016-05-01 | 180.3478148885 |
| 2016-06-01 | 180.5579273324 |
| 2016-07-01 | 181.9599886207 |
| 2016-08-01 | 182.3054949829 |
| 2016-09-01 | 182.9366146834 |
| 2016-10-01 | 182.9171926654 |
| 2016-11-01 | 183.7422771787 |
| 2016-12-01 | 182.5126652345 |
| 2017-01-01 | 182.7682141216 |
| 2017-02-01 | 183.4020440999 |
| 2017-03-01 | 184.2148886592 |
| 2017-04-01 | 183.6812289185 |
| 2017-05-01 | 183.6737928638 |
| 2017-06-01 | 184.9696905295 |
| 2017-07-01 | 185.0803945868 |
| 2017-08-01 | 185.1780777955 |
| 2017-09-01 | 185.7612138887 |
| 2017-10-01 | 185.7753646685 |
| 2017-11-01 | 185.1254754465 |
| 2017-12-01 | 185.7224597108 |
| 2018-01-01 | 186.1045720319 |
| 2018-02-01 | 187.0321467576 |
| 2018-03-01 | 187.6515844794 |
| 2018-04-01 | 188.6669985095 |
| 2018-05-01 | 189.4295935981 |
| 2018-06-01 | 189.6246626082 |
| 2018-07-01 | 190.2892371600 |
| 2018-08-01 | 190.9129641324 |
| 2018-09-01 | 191.7615334507 |
| 2018-10-01 | 190.8683106705 |
| 2018-11-01 | 191.1179386659 |
| 2018-12-01 | 192.0432024514 |
| 2019-01-01 | 191.0186208017 |
| 2019-02-01 | 190.8112717520 |
| 2019-03-01 | 191.4759815287 |
| 2019-04-01 | 191.9957191401 |
| 2019-05-01 | 192.1252972264 |
| 2019-06-01 | 193.4001266878 |
| 2019-07-01 | 193.6204895432 |
| 2019-08-01 | 194.6555058639 |
| 2019-09-01 | 194.2926965342 |
| 2019-10-01 | 193.7456084295 |
| 2019-11-01 | 196.3373822658 |
| 2019-12-01 | 196.7339691415 |
| 2020-01-01 | 196.9300063509 |
| 2020-02-01 | 197.3437407596 |
| 2020-03-01 | 195.5867402227 |
| 2020-04-01 | 177.6005483519 |
| 2020-05-01 | 179.3251090416 |
| 2020-06-01 | 180.9635732618 |
| 2020-07-01 | 180.7703829391 |
| 2020-08-01 | 180.7678716864 |
| 2020-09-01 | 180.1355924304 |
| 2020-10-01 | 183.0468223680 |
| 2020-11-01 | 183.8092607892 |
| 2020-12-01 | 185.1145080623 |
| 2021-01-01 | 186.4096308512 |
| 2021-02-01 | 186.9856318111 |
| 2021-03-01 | 188.2006042245 |
| 2021-04-01 | 189.6797587632 |
| 2021-05-01 | 190.5922597748 |
| 2021-06-01 | 189.6618650421 |
| 2021-07-01 | 190.6124416810 |
| 2021-08-01 | 191.2189023665 |
| 2021-09-01 | 191.7319299479 |
| 2021-10-01 | 194.1563369778 |
| 2021-11-01 | 196.2952920790 |
| 2021-12-01 | 195.1818211219 |
| 2022-01-01 | 196.1674062765 |
| 2022-02-01 | 197.0610277044 |
| 2022-03-01 | 197.3093157701 |
| 2022-04-01 | 195.9196215761 |
| 2022-05-01 | 195.4181929729 |
| 2022-06-01 | 196.0065902004 |
| 2022-07-01 | 194.2702529439 |
| 2022-08-01 | 194.4390660194 |
| 2022-09-01 | 194.2826832818 |
| 2022-10-01 | 193.1634967283 |
| 2022-11-01 | 192.0789567016 |
| 2022-12-01 | 192.1690261356 |
| 2023-01-01 | 188.8497446382 |
| 2023-02-01 | 188.9635906434 |
| 2023-03-01 | 187.9549613930 |
| 2023-04-01 | 188.7870649884 |
| 2023-05-01 | 188.2539442807 |
| 2023-06-01 | 188.2628102503 |
| 2023-07-01 | 188.3468365949 |
| 2023-08-01 | 188.8005655163 |
| 2023-09-01 | 188.9096272032 |
| 2023-10-01 | 187.5756992961 |
| 2023-11-01 | 187.9116445410 |
| 2023-12-01 | 187.6820586579 |
| 2024-01-01 | 188.8180789963 |
| 2024-02-01 | 187.6103329913 |
| 2024-03-01 | 186.7372175760 |
| 2024-04-01 | 186.9339394667 |
| 2024-05-01 | 186.7840776091 |
| 2024-06-01 | 186.0791312203 |
| 2024-07-01 | 186.9914796069 |
| 2024-08-01 | 186.2281775197 |
| 2024-09-01 | 185.4566701150 |
| 2024-10-01 | 186.0853163748 |
| 2024-11-01 | 185.6181101200 |
| 2024-12-01 | 184.2502058488 |
| 2025-01-01 | 185.5781998762 |
| 2025-02-01 | 184.7526620370 |
| 2025-03-01 | 184.6756204071 |
| 2025-04-01 | 184.3915042282 |
| 2025-05-01 | 183.4653821837 |
| 2025-06-01 | 181.9478936002 |
| 2025-07-01 | 183.8490312990 |
| 2025-08-01 | 182.9257457918 |
| 2025-09-01 | 182.2202894869 |
| 2025-10-01 | 181.7381652040 |
| 2025-11-01 | 181.6204282046 |
| 2025-12-01 | 182.0832234882 |
| 2026-01-01 | 181.6568887294 |
| 2026-02-01 | 181.8341166036 |
| 2026-03-01 | 182.2385860849 |
| 2026-04-01 | 181.1331844373 |
| 2026-05-01 | 181.3221168425 |
| 2026-06-01 | 181.5558797667 |
| 2026-07-01 | 179.8399571238 |
| 2026-08-01 | 179.4160591254 |
| 2026-09-01 | 180.2081635273 |