Table Data - All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Investigation and Security Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056160001SA |
| 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 3:28 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 | 5.49118027630519 |
| 1990-02-01 | 5.40703196442054 |
| 1990-03-01 | 5.43101559666990 |
| 1990-04-01 | 5.65565680641834 |
| 1990-05-01 | 5.68472435221379 |
| 1990-06-01 | 5.65370570065163 |
| 1990-07-01 | 5.55327200298435 |
| 1990-08-01 | 5.45567366437866 |
| 1990-09-01 | 5.50540022327117 |
| 1990-10-01 | 5.80302340391892 |
| 1990-11-01 | 5.99748231006305 |
| 1990-12-01 | 6.15168265716766 |
| 1991-01-01 | 5.80082284611242 |
| 1991-02-01 | 5.91077327983260 |
| 1991-03-01 | 6.03872802582172 |
| 1991-04-01 | 5.85823740676951 |
| 1991-05-01 | 5.77889719977312 |
| 1991-06-01 | 5.84659191032316 |
| 1991-07-01 | 5.85597219393368 |
| 1991-08-01 | 5.96003904095293 |
| 1991-09-01 | 5.80099397354930 |
| 1991-10-01 | 5.58838433989120 |
| 1991-11-01 | 5.57940646852066 |
| 1991-12-01 | 5.75570310354120 |
| 1992-01-01 | 5.71301616156576 |
| 1992-02-01 | 5.82469572416009 |
| 1992-03-01 | 5.54417455083078 |
| 1992-04-01 | 5.47291335462292 |
| 1992-05-01 | 5.48711767212243 |
| 1992-06-01 | 5.43703190857149 |
| 1992-07-01 | 5.66017562509945 |
| 1992-08-01 | 5.46418779042915 |
| 1992-09-01 | 5.48059918957802 |
| 1992-10-01 | 5.15566343976892 |
| 1992-11-01 | 5.44878947033148 |
| 1992-12-01 | 5.56338971557800 |
| 1993-01-01 | 5.92817821270650 |
| 1993-02-01 | 5.75158128317881 |
| 1993-03-01 | 5.74928840939986 |
| 1993-04-01 | 5.79698792774135 |
| 1993-05-01 | 5.80193625819384 |
| 1993-06-01 | 5.73101782864923 |
| 1993-07-01 | 5.66124367070397 |
| 1993-08-01 | 5.57524530727656 |
| 1993-09-01 | 5.56402234950162 |
| 1993-10-01 | 6.51625663534261 |
| 1993-11-01 | 6.29547580835468 |
| 1993-12-01 | 6.16774170812009 |
| 1994-01-01 | 6.24306411990879 |
| 1994-02-01 | 6.38253610919506 |
| 1994-03-01 | 6.35503781406417 |
| 1994-04-01 | 6.82195136296180 |
| 1994-05-01 | 6.73096696678974 |
| 1994-06-01 | 6.72701795096114 |
| 1994-07-01 | 6.66096901252882 |
| 1994-08-01 | 6.68406365943900 |
| 1994-09-01 | 6.63969179259940 |
| 1994-10-01 | 6.67387398186561 |
| 1994-11-01 | 6.84276751508326 |
| 1994-12-01 | 6.87570789656385 |
| 1995-01-01 | 6.97060977438245 |
| 1995-02-01 | 6.82039925707604 |
| 1995-03-01 | 6.95245325027399 |
| 1995-04-01 | 7.03615620048367 |
| 1995-05-01 | 7.04059480272755 |
| 1995-06-01 | 7.22394921685036 |
| 1995-07-01 | 7.15617541446879 |
| 1995-08-01 | 7.28761092450974 |
| 1995-09-01 | 7.42523622138939 |
| 1995-10-01 | 8.46746364973973 |
| 1995-11-01 | 8.40341260418665 |
| 1995-12-01 | 8.38530137648599 |
| 1996-01-01 | 7.69107857433510 |
| 1996-02-01 | 7.46091472906209 |
| 1996-03-01 | 7.34776461007774 |
| 1996-04-01 | 6.83086961327674 |
| 1996-05-01 | 6.62606740638859 |
| 1996-06-01 | 6.50629063137352 |
| 1996-07-01 | 7.85366351860086 |
| 1996-08-01 | 7.77453398427440 |
| 1996-09-01 | 7.71759956190265 |
| 1996-10-01 | 8.19014894189333 |
| 1996-11-01 | 8.01216226586494 |
| 1996-12-01 | 8.09663981338407 |
| 1997-01-01 | 8.21978311189758 |
| 1997-02-01 | 8.39391340187615 |
| 1997-03-01 | 8.23314384240664 |
| 1997-04-01 | 8.40496483274230 |
| 1997-05-01 | 8.37185021165866 |
| 1997-06-01 | 8.18291673823962 |
| 1997-07-01 | 8.73958159923231 |
| 1997-08-01 | 8.64964920127408 |
| 1997-09-01 | 8.72475593412527 |
| 1997-10-01 | 8.75357720301218 |
| 1997-11-01 | 8.68065313071635 |
| 1997-12-01 | 8.91747348228734 |
| 1998-01-01 | 8.32466652532476 |
| 1998-02-01 | 8.41199242750187 |
| 1998-03-01 | 8.52480825599214 |
| 1998-04-01 | 8.24899905810492 |
| 1998-05-01 | 8.18616033966407 |
| 1998-06-01 | 8.04847898872104 |
| 1998-07-01 | 6.92857389035683 |
| 1998-08-01 | 6.93807951694964 |
| 1998-09-01 | 7.05089853352650 |
| 1998-10-01 | 6.91040625851462 |
| 1998-11-01 | 7.08619390811790 |
| 1998-12-01 | 7.03957324440168 |
| 1999-01-01 | 7.33140475850356 |
| 1999-02-01 | 7.31795990713904 |
| 1999-03-01 | 7.39106879134508 |
| 1999-04-01 | 7.98464666363063 |
| 1999-05-01 | 7.90153411798858 |
| 1999-06-01 | 7.91338145175387 |
| 1999-07-01 | 7.73263766436487 |
| 1999-08-01 | 7.83826222538944 |
| 1999-09-01 | 7.67449709583513 |
| 1999-10-01 | 7.76837003462557 |
| 1999-11-01 | 7.79418785029181 |
| 1999-12-01 | 7.86198733256635 |
| 2000-01-01 | 7.70987581177835 |
| 2000-02-01 | 7.81863166731457 |
| 2000-03-01 | 7.75755403065728 |
| 2000-04-01 | 7.92111474336899 |
| 2000-05-01 | 8.14994718699347 |
| 2000-06-01 | 7.98310830199885 |
| 2000-07-01 | 8.05631288153005 |
| 2000-08-01 | 8.14741514992498 |
| 2000-09-01 | 8.10024452644608 |
| 2000-10-01 | 7.88336955971530 |
| 2000-11-01 | 7.86546905893122 |
| 2000-12-01 | 7.66320858524361 |
| 2001-01-01 | 8.10918760047396 |
| 2001-02-01 | 8.01919467798843 |
| 2001-03-01 | 8.41477554903529 |
| 2001-04-01 | 8.08417433540517 |
| 2001-05-01 | 8.14893069814936 |
| 2001-06-01 | 7.97115385307595 |
| 2001-07-01 | 8.07329125387315 |
| 2001-08-01 | 7.84360636686099 |
| 2001-09-01 | 7.90891717830948 |
| 2001-10-01 | 8.17693040466036 |
| 2001-11-01 | 8.10388775128070 |
| 2001-12-01 | 8.66643126650617 |
| 2002-01-01 | 8.31655062900134 |
| 2002-02-01 | 8.31672245902136 |
| 2002-03-01 | 8.39257486844123 |
| 2002-04-01 | 8.06232752454546 |
| 2002-05-01 | 7.86885353607236 |
| 2002-06-01 | 7.87564166188104 |
| 2002-07-01 | 7.57425019585280 |
| 2002-08-01 | 7.43394343056246 |
| 2002-09-01 | 7.51562455543510 |
| 2002-10-01 | 7.34416129633806 |
| 2002-11-01 | 7.31055335645721 |
| 2002-12-01 | 7.27105618529693 |
| 2003-01-01 | 7.55663000514980 |
| 2003-02-01 | 7.41371661425892 |
| 2003-03-01 | 7.47490329202178 |
| 2003-04-01 | 7.55726535042996 |
| 2003-05-01 | 7.48581658395988 |
| 2003-06-01 | 7.68438804183205 |
| 2003-07-01 | 8.66504621596613 |
| 2003-08-01 | 8.92098668796268 |
| 2003-09-01 | 9.00482668049241 |
| 2003-10-01 | 9.11943991228947 |
| 2003-11-01 | 9.19757286280329 |
| 2003-12-01 | 9.19290454097938 |
| 2004-01-01 | 9.00986398254978 |
| 2004-02-01 | 8.90323868782655 |
| 2004-03-01 | 8.98454704137786 |
| 2004-04-01 | 8.95489714630720 |
| 2004-05-01 | 8.98012714236686 |
| 2004-06-01 | 9.08382137568102 |
| 2004-07-01 | 9.14574307103452 |
| 2004-08-01 | 9.21465152635087 |
| 2004-09-01 | 9.11020225172056 |
| 2004-10-01 | 9.19904262609328 |
| 2004-11-01 | 9.16666824587830 |
| 2004-12-01 | 9.21081456406726 |
| 2005-01-01 | 9.26530667488246 |
| 2005-02-01 | 9.39426907292741 |
| 2005-03-01 | 9.20539625577247 |
| 2005-04-01 | 9.76987773765783 |
| 2005-05-01 | 9.96102059470052 |
| 2005-06-01 | 9.67050825820124 |
| 2005-07-01 | 10.31133443072040 |
| 2005-08-01 | 10.61315777679810 |
| 2005-09-01 | 10.82422790876540 |
| 2005-10-01 | 10.89099673529230 |
| 2005-11-01 | 10.83771184466930 |
| 2005-12-01 | 10.93422239944620 |
| 2006-01-01 | 11.59904803580640 |
| 2006-02-01 | 11.88888115759320 |
| 2006-03-01 | 12.02716871897480 |
| 2006-04-01 | 12.18830027726320 |
| 2006-05-01 | 12.33689505866960 |
| 2006-06-01 | 12.15762038272970 |
| 2006-07-01 | 13.37228241708340 |
| 2006-08-01 | 13.32411342356000 |
| 2006-09-01 | 12.24461417490400 |
| 2006-10-01 | 12.17578516730350 |
| 2006-11-01 | 12.22178456262610 |
| 2006-12-01 | 12.26165542919620 |
| 2007-01-01 | 12.10523136988520 |
| 2007-02-01 | 12.39806802658630 |
| 2007-03-01 | 12.22941747814310 |
| 2007-04-01 | 12.29964611007830 |
| 2007-05-01 | 12.32152475691310 |
| 2007-06-01 | 12.44042443677820 |
| 2007-07-01 | 13.34815801405600 |
| 2007-08-01 | 13.24154515494330 |
| 2007-09-01 | 13.35673268665850 |
| 2007-10-01 | 13.46602463702690 |
| 2007-11-01 | 13.61375931343730 |
| 2007-12-01 | 13.89132990895360 |
| 2008-01-01 | 13.69821547878600 |
| 2008-02-01 | 13.61987558909070 |
| 2008-03-01 | 13.31944549057540 |
| 2008-04-01 | 13.48419303554230 |
| 2008-05-01 | 13.61510296059950 |
| 2008-06-01 | 13.72832838402630 |
| 2008-07-01 | 13.74549900172730 |
| 2008-08-01 | 13.75745579751110 |
| 2008-09-01 | 13.66744800429740 |
| 2008-10-01 | 13.75783182760420 |
| 2008-11-01 | 13.81440938465460 |
| 2008-12-01 | 13.70666400015980 |
| 2009-01-01 | 13.68333513190230 |
| 2009-02-01 | 13.55731545576760 |
| 2009-03-01 | 13.49970977367390 |
| 2009-04-01 | 13.24870099270140 |
| 2009-05-01 | 13.21106308636640 |
| 2009-06-01 | 13.51880580116250 |
| 2009-07-01 | 13.66390930805600 |
| 2009-08-01 | 13.96292098630530 |
| 2009-09-01 | 13.98225867364120 |
| 2009-10-01 | 13.75967489279290 |
| 2009-11-01 | 13.51584671200480 |
| 2009-12-01 | 13.51581867480310 |
| 2010-01-01 | 11.07041510056870 |
| 2010-02-01 | 10.99028900238040 |
| 2010-03-01 | 11.08489190769430 |
| 2010-04-01 | 11.09351810317480 |
| 2010-05-01 | 10.99641785214670 |
| 2010-06-01 | 11.01543941529600 |
| 2010-07-01 | 11.00425886785080 |
| 2010-08-01 | 10.97408231483610 |
| 2010-09-01 | 10.99238843040910 |
| 2010-10-01 | 10.86160301541860 |
| 2010-11-01 | 10.92745904852860 |
| 2010-12-01 | 10.92197210216420 |
| 2011-01-01 | 11.05970911975870 |
| 2011-02-01 | 11.09068581342740 |
| 2011-03-01 | 11.47176469969840 |
| 2011-04-01 | 11.44234288078740 |
| 2011-05-01 | 11.47303451831680 |
| 2011-06-01 | 11.40980753879550 |
| 2011-07-01 | 11.46685587063040 |
| 2011-08-01 | 11.49824721470140 |
| 2011-09-01 | 11.51501005910050 |
| 2011-10-01 | 11.56755880592830 |
| 2011-11-01 | 11.62812057753300 |
| 2011-12-01 | 11.81733244537120 |
| 2012-01-01 | 11.63767792421350 |
| 2012-02-01 | 11.64949835770410 |
| 2012-03-01 | 11.57177007137970 |
| 2012-04-01 | 11.61018944901480 |
| 2012-05-01 | 11.35208680849040 |
| 2012-06-01 | 11.31092092787350 |
| 2012-07-01 | 11.24912705744310 |
| 2012-08-01 | 11.23644805286610 |
| 2012-09-01 | 11.14876497966300 |
| 2012-10-01 | 11.06914573718940 |
| 2012-11-01 | 11.10717318365540 |
| 2012-12-01 | 10.98534543020960 |
| 2013-01-01 | 10.99959256537450 |
| 2013-02-01 | 10.87309300540780 |
| 2013-03-01 | 10.98055305465290 |
| 2013-04-01 | 11.12560847745270 |
| 2013-05-01 | 11.16406755362400 |
| 2013-06-01 | 11.21750969239610 |
| 2013-07-01 | 11.23548851443980 |
| 2013-08-01 | 11.15606424355020 |
| 2013-09-01 | 11.28693574118620 |
| 2013-10-01 | 11.37389738083430 |
| 2013-11-01 | 11.05630542387920 |
| 2013-12-01 | 10.93803353713990 |
| 2014-01-01 | 10.94702300906530 |
| 2014-02-01 | 11.08251976977750 |
| 2014-03-01 | 11.09281999392820 |
| 2014-04-01 | 11.08513608997160 |
| 2014-05-01 | 11.30693040713690 |
| 2014-06-01 | 11.35152779962490 |
| 2014-07-01 | 11.31064147879860 |
| 2014-08-01 | 10.95846032637410 |
| 2014-09-01 | 11.09478032898020 |
| 2014-10-01 | 11.45742288968970 |
| 2014-11-01 | 11.30141008836680 |
| 2014-12-01 | 11.39914029013090 |
| 2015-01-01 | 11.50027263000100 |
| 2015-02-01 | 11.38825181064960 |
| 2015-03-01 | 11.00070572518270 |
| 2015-04-01 | 11.38309477965320 |
| 2015-05-01 | 11.15443750236310 |
| 2015-06-01 | 11.00414504811950 |
| 2015-07-01 | 10.86419263277920 |
| 2015-08-01 | 10.95164608027570 |
| 2015-09-01 | 10.98529428586080 |
| 2015-10-01 | 11.03372295674680 |
| 2015-11-01 | 11.23178128045610 |
| 2015-12-01 | 11.36627746928710 |
| 2016-01-01 | 10.26202971233870 |
| 2016-02-01 | 10.31783666199150 |
| 2016-03-01 | 9.72782107955761 |
| 2016-04-01 | 10.46556112646470 |
| 2016-05-01 | 10.39411264960190 |
| 2016-06-01 | 10.67847498019780 |
| 2016-07-01 | 10.58533205834480 |
| 2016-08-01 | 10.75048581935080 |
| 2016-09-01 | 10.55170062707600 |
| 2016-10-01 | 10.42105882032590 |
| 2016-11-01 | 10.55874552949820 |
| 2016-12-01 | 10.52832519171280 |
| 2017-01-01 | 10.34174528622320 |
| 2017-02-01 | 10.37937759197040 |
| 2017-03-01 | 10.37085927354160 |
| 2017-04-01 | 9.73610079826024 |
| 2017-05-01 | 9.73056079479666 |
| 2017-06-01 | 9.93413334160859 |
| 2017-07-01 | 9.95607180299135 |
| 2017-08-01 | 10.04275810847340 |
| 2017-09-01 | 10.02972188037120 |
| 2017-10-01 | 10.01945435166210 |
| 2017-11-01 | 9.70407910903865 |
| 2017-12-01 | 9.60340012249083 |
| 2018-01-01 | 9.82901475292680 |
| 2018-02-01 | 9.87791039047547 |
| 2018-03-01 | 9.92031288936726 |
| 2018-04-01 | 9.65832626416495 |
| 2018-05-01 | 10.06319244447580 |
| 2018-06-01 | 9.77743038724996 |
| 2018-07-01 | 9.79291955922402 |
| 2018-08-01 | 9.83306906740758 |
| 2018-09-01 | 10.01032019526690 |
| 2018-10-01 | 10.12727109529050 |
| 2018-11-01 | 10.17781103937500 |
| 2018-12-01 | 10.30561053084460 |
| 2019-01-01 | 9.82743964897806 |
| 2019-02-01 | 9.39513931303198 |
| 2019-03-01 | 9.56057589074534 |
| 2019-04-01 | 9.95346053237142 |
| 2019-05-01 | 9.86977443406329 |
| 2019-06-01 | 9.78525712973389 |
| 2019-07-01 | 9.92693331533854 |
| 2019-08-01 | 9.82225996032553 |
| 2019-09-01 | 10.12957112045060 |
| 2019-10-01 | 9.93844037649576 |
| 2019-11-01 | 10.27862613598940 |
| 2019-12-01 | 10.41340351071320 |
| 2020-01-01 | 10.31843565551540 |
| 2020-02-01 | 10.33018867168560 |
| 2020-03-01 | 10.29470185948710 |
| 2020-04-01 | 9.39550386284573 |
| 2020-05-01 | 9.46608819132671 |
| 2020-06-01 | 9.88770668231995 |
| 2020-07-01 | 9.88060713482123 |
| 2020-08-01 | 9.71476245235468 |
| 2020-09-01 | 9.55766868066845 |
| 2020-10-01 | 9.77123116407007 |
| 2020-11-01 | 9.59393410840307 |
| 2020-12-01 | 9.80802319584012 |
| 2021-01-01 | 10.09846133634330 |
| 2021-02-01 | 10.16755787186420 |
| 2021-03-01 | 10.60462197812560 |
| 2021-04-01 | 10.54712284919800 |
| 2021-05-01 | 10.46473630801910 |
| 2021-06-01 | 10.57678210669660 |
| 2021-07-01 | 10.74868749714210 |
| 2021-08-01 | 10.89903186497380 |
| 2021-09-01 | 10.90204841015460 |
| 2021-10-01 | 10.90184358625740 |
| 2021-11-01 | 11.12537788774310 |
| 2021-12-01 | 10.99277890458660 |
| 2022-01-01 | 10.97367705183700 |
| 2022-02-01 | 11.20041221228700 |
| 2022-03-01 | 11.18125967031400 |
| 2022-04-01 | 11.30505782797580 |
| 2022-05-01 | 11.57582773378160 |
| 2022-06-01 | 11.48355825063830 |
| 2022-07-01 | 11.34230055888620 |
| 2022-08-01 | 11.48996731134440 |
| 2022-09-01 | 11.41990931002760 |
| 2022-10-01 | 11.51834298279970 |
| 2022-11-01 | 11.14997407724760 |
| 2022-12-01 | 11.48025944429200 |
| 2023-01-01 | 11.55564253888820 |
| 2023-02-01 | 11.41839892185680 |
| 2023-03-01 | 11.44691819788320 |
| 2023-04-01 | 11.49959261609280 |
| 2023-05-01 | 11.47805735513920 |
| 2023-06-01 | 11.28994131021620 |
| 2023-07-01 | 11.25304127780260 |
| 2023-08-01 | 11.19662070485820 |
| 2023-09-01 | 11.22516503927370 |
| 2023-10-01 | 11.21406810250010 |
| 2023-11-01 | 11.16325204921720 |
| 2023-12-01 | 11.26036167336290 |
| 2024-01-01 | 11.34342190158430 |
| 2024-02-01 | 11.23647993594970 |
| 2024-03-01 | 11.22223501582370 |
| 2024-04-01 | 11.19581196873890 |
| 2024-05-01 | 11.28171328513920 |
| 2024-06-01 | 11.20400042805500 |
| 2024-07-01 | 11.36591054915440 |
| 2024-08-01 | 11.31846009052010 |
| 2024-09-01 | 11.10931042950310 |
| 2024-10-01 | 11.21178228023040 |
| 2024-11-01 | 11.26548698257890 |
| 2024-12-01 | 11.33467948630720 |
| 2025-01-01 | 11.13424708413280 |
| 2025-02-01 | 11.14560894197980 |
| 2025-03-01 | 11.20982773970600 |
| 2025-04-01 | 11.11219678451670 |
| 2025-05-01 | 10.99088322757310 |
| 2025-06-01 | 11.10879180035130 |
| 2025-07-01 | 11.06274801690860 |
| 2025-08-01 | 10.93404269737500 |
| 2025-09-01 | 11.20065720430050 |
| 2025-10-01 | 11.20611067084170 |
| 2025-11-01 | 11.17324033508660 |
| 2025-12-01 | 11.11634078645170 |