Table Data - All Employees: Wholesale Trade: Hardware, and Plumbing and Heating Equipment and Supplies Merchant Wholesalers in California
| Title | All Employees: Wholesale Trade: Hardware, and Plumbing and Heating Equipment and Supplies Merchant Wholesalers in California |
|---|---|
| Series ID | SMU06000004142370001SA |
| 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 3:40 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 | 21.7197531313742 |
| 1990-02-01 | 21.7323792163736 |
| 1990-03-01 | 21.8131106135894 |
| 1990-04-01 | 22.0073895435597 |
| 1990-05-01 | 22.0772877895259 |
| 1990-06-01 | 21.9666501077774 |
| 1990-07-01 | 22.1439654372647 |
| 1990-08-01 | 22.0179234469779 |
| 1990-09-01 | 21.9858556964599 |
| 1990-10-01 | 22.7101018769340 |
| 1990-11-01 | 22.4099160877975 |
| 1990-12-01 | 22.6005027451717 |
| 1991-01-01 | 22.7338075667971 |
| 1991-02-01 | 22.8353251730247 |
| 1991-03-01 | 22.8105569633043 |
| 1991-04-01 | 22.7152656792240 |
| 1991-05-01 | 22.5826684123405 |
| 1991-06-01 | 22.4636616698111 |
| 1991-07-01 | 22.3437457658762 |
| 1991-08-01 | 22.2103620809594 |
| 1991-09-01 | 22.1750133193779 |
| 1991-10-01 | 22.6081786400607 |
| 1991-11-01 | 22.2140557046144 |
| 1991-12-01 | 22.3080656064840 |
| 1992-01-01 | 22.1537862331623 |
| 1992-02-01 | 22.0314625442872 |
| 1992-03-01 | 21.9021622807322 |
| 1992-04-01 | 21.8167566397825 |
| 1992-05-01 | 21.7750780466179 |
| 1992-06-01 | 21.6570089052760 |
| 1992-07-01 | 21.5571977971244 |
| 1992-08-01 | 21.5009066379432 |
| 1992-09-01 | 21.3580305290719 |
| 1992-10-01 | 21.2042025858775 |
| 1992-11-01 | 21.1226323287225 |
| 1992-12-01 | 21.0182341577615 |
| 1993-01-01 | 20.5746019215915 |
| 1993-02-01 | 20.3297924989642 |
| 1993-03-01 | 20.3036552253309 |
| 1993-04-01 | 20.2071866561169 |
| 1993-05-01 | 20.1487155685710 |
| 1993-06-01 | 20.2512850658651 |
| 1993-07-01 | 20.1787953260146 |
| 1993-08-01 | 20.2003088410360 |
| 1993-09-01 | 20.1434119504950 |
| 1993-10-01 | 20.0916461591325 |
| 1993-11-01 | 20.1292869695243 |
| 1993-12-01 | 20.1215692731083 |
| 1994-01-01 | 20.2025909362341 |
| 1994-02-01 | 20.3420668632033 |
| 1994-03-01 | 20.5060476420687 |
| 1994-04-01 | 20.4058574267595 |
| 1994-05-01 | 20.4351884184916 |
| 1994-06-01 | 20.4471508509196 |
| 1994-07-01 | 20.4887268056500 |
| 1994-08-01 | 20.4968315342159 |
| 1994-09-01 | 20.7252113583715 |
| 1994-10-01 | 20.5688467019777 |
| 1994-11-01 | 20.6296340561831 |
| 1994-12-01 | 20.7124475590325 |
| 1995-01-01 | 20.9376887600234 |
| 1995-02-01 | 21.0668138259829 |
| 1995-03-01 | 21.0220380024184 |
| 1995-04-01 | 21.0024257364672 |
| 1995-05-01 | 21.0193089215186 |
| 1995-06-01 | 21.0443448659085 |
| 1995-07-01 | 21.1858817139126 |
| 1995-08-01 | 21.2963284041739 |
| 1995-09-01 | 21.3081029911866 |
| 1995-10-01 | 21.2390537143480 |
| 1995-11-01 | 21.2266483335669 |
| 1995-12-01 | 21.2052996688776 |
| 1996-01-01 | 21.9734150694424 |
| 1996-02-01 | 22.0000495633982 |
| 1996-03-01 | 21.9462008070621 |
| 1996-04-01 | 22.1034329536900 |
| 1996-05-01 | 22.1131983179644 |
| 1996-06-01 | 22.1380395209923 |
| 1996-07-01 | 21.7713933864877 |
| 1996-08-01 | 21.6937984499967 |
| 1996-09-01 | 21.7911146491454 |
| 1996-10-01 | 22.0126522265621 |
| 1996-11-01 | 22.0170881621383 |
| 1996-12-01 | 22.1969882510269 |
| 1997-01-01 | 22.1056838358167 |
| 1997-02-01 | 22.1302895176221 |
| 1997-03-01 | 22.3842328555600 |
| 1997-04-01 | 22.2973467311837 |
| 1997-05-01 | 22.4026024612058 |
| 1997-06-01 | 22.4214552174299 |
| 1997-07-01 | 22.4531087707551 |
| 1997-08-01 | 22.4842024659894 |
| 1997-09-01 | 22.5716627420142 |
| 1997-10-01 | 22.6932407249496 |
| 1997-11-01 | 22.7060278618446 |
| 1997-12-01 | 22.7984661588556 |
| 1998-01-01 | 22.7439312868510 |
| 1998-02-01 | 22.6625174596070 |
| 1998-03-01 | 22.8140707697850 |
| 1998-04-01 | 22.8964567552559 |
| 1998-05-01 | 23.0015849754081 |
| 1998-06-01 | 23.1885524776272 |
| 1998-07-01 | 23.4309801168070 |
| 1998-08-01 | 23.5635293547318 |
| 1998-09-01 | 23.6524895536490 |
| 1998-10-01 | 23.6849528596364 |
| 1998-11-01 | 23.8067038471724 |
| 1998-12-01 | 23.8158370234091 |
| 1999-01-01 | 23.9844061159254 |
| 1999-02-01 | 23.8799009115026 |
| 1999-03-01 | 24.0396386260413 |
| 1999-04-01 | 24.2986220166241 |
| 1999-05-01 | 24.4034558889472 |
| 1999-06-01 | 24.5431331963987 |
| 1999-07-01 | 24.7089758319407 |
| 1999-08-01 | 24.7433230909625 |
| 1999-09-01 | 24.8335194584526 |
| 1999-10-01 | 24.8895194819631 |
| 1999-11-01 | 25.1274578029608 |
| 1999-12-01 | 25.1434020821813 |
| 2000-01-01 | 25.2121487973104 |
| 2000-02-01 | 25.3896150249902 |
| 2000-03-01 | 25.4503673193014 |
| 2000-04-01 | 25.5926852811121 |
| 2000-05-01 | 25.7981062369994 |
| 2000-06-01 | 25.5923028393810 |
| 2000-07-01 | 25.5009279323134 |
| 2000-08-01 | 25.7291805941368 |
| 2000-09-01 | 25.8324047582973 |
| 2000-10-01 | 25.8070962961166 |
| 2000-11-01 | 25.7598470499918 |
| 2000-12-01 | 26.1748766107003 |
| 2001-01-01 | 25.6133358147048 |
| 2001-02-01 | 25.5761503869897 |
| 2001-03-01 | 25.5434610398471 |
| 2001-04-01 | 24.8742756473558 |
| 2001-05-01 | 24.7682152466986 |
| 2001-06-01 | 24.7579005535563 |
| 2001-07-01 | 24.6255616250594 |
| 2001-08-01 | 24.6455368133711 |
| 2001-09-01 | 24.5617599736919 |
| 2001-10-01 | 24.6250944621734 |
| 2001-11-01 | 24.5928397041083 |
| 2001-12-01 | 24.6884104924457 |
| 2002-01-01 | 25.0887490845084 |
| 2002-02-01 | 25.0661760847383 |
| 2002-03-01 | 25.0183013958829 |
| 2002-04-01 | 24.9602736850365 |
| 2002-05-01 | 24.8418278245981 |
| 2002-06-01 | 25.1275002434234 |
| 2002-07-01 | 25.1586308102253 |
| 2002-08-01 | 25.0642370754655 |
| 2002-09-01 | 25.0967539197557 |
| 2002-10-01 | 24.9224238831456 |
| 2002-11-01 | 24.8111309243880 |
| 2002-12-01 | 24.7799137368785 |
| 2003-01-01 | 24.5516098615268 |
| 2003-02-01 | 24.4543767696113 |
| 2003-03-01 | 24.4955565436182 |
| 2003-04-01 | 24.5615848469205 |
| 2003-05-01 | 24.7244364950951 |
| 2003-06-01 | 24.5278430739819 |
| 2003-07-01 | 24.5006205142483 |
| 2003-08-01 | 24.4929140234101 |
| 2003-09-01 | 24.4211282248468 |
| 2003-10-01 | 24.3142582207002 |
| 2003-11-01 | 24.5046543904741 |
| 2003-12-01 | 24.4575805888954 |
| 2004-01-01 | 24.6216068240247 |
| 2004-02-01 | 24.6621525752565 |
| 2004-03-01 | 24.6816812193878 |
| 2004-04-01 | 24.7702253409158 |
| 2004-05-01 | 24.9248384466111 |
| 2004-06-01 | 24.9381186581088 |
| 2004-07-01 | 25.0372170271999 |
| 2004-08-01 | 25.1099504373164 |
| 2004-09-01 | 25.1296018854790 |
| 2004-10-01 | 25.2886719883641 |
| 2004-11-01 | 25.3740713762100 |
| 2004-12-01 | 25.5286189759900 |
| 2005-01-01 | 25.7076549112488 |
| 2005-02-01 | 25.7700102266213 |
| 2005-03-01 | 25.8866159310079 |
| 2005-04-01 | 26.0037544776577 |
| 2005-05-01 | 26.0365130763117 |
| 2005-06-01 | 26.1607764407937 |
| 2005-07-01 | 26.0645729140884 |
| 2005-08-01 | 26.1141972917703 |
| 2005-09-01 | 26.3085163157193 |
| 2005-10-01 | 26.6581970952321 |
| 2005-11-01 | 26.7295975184894 |
| 2005-12-01 | 26.9988027984590 |
| 2006-01-01 | 27.0028495619076 |
| 2006-02-01 | 27.0850667680835 |
| 2006-03-01 | 27.3070703730170 |
| 2006-04-01 | 27.2450099839462 |
| 2006-05-01 | 27.3588397086249 |
| 2006-06-01 | 27.3801164402537 |
| 2006-07-01 | 27.4834266582954 |
| 2006-08-01 | 27.5063667226733 |
| 2006-09-01 | 27.6811985755841 |
| 2006-10-01 | 27.5255921973664 |
| 2006-11-01 | 27.5893120677554 |
| 2006-12-01 | 27.4734580497189 |
| 2007-01-01 | 27.4936400669639 |
| 2007-02-01 | 27.4907038084470 |
| 2007-03-01 | 27.6457043447743 |
| 2007-04-01 | 27.5896677456579 |
| 2007-05-01 | 27.4767871136371 |
| 2007-06-01 | 27.5039458112113 |
| 2007-07-01 | 27.4734913923331 |
| 2007-08-01 | 27.4911109228573 |
| 2007-09-01 | 27.4512738772781 |
| 2007-10-01 | 27.4171798583064 |
| 2007-11-01 | 27.2679451754005 |
| 2007-12-01 | 27.1620747920799 |
| 2008-01-01 | 26.9793940377206 |
| 2008-02-01 | 26.9967196179660 |
| 2008-03-01 | 26.7848250292265 |
| 2008-04-01 | 26.6052658478195 |
| 2008-05-01 | 26.3840758588749 |
| 2008-06-01 | 26.5191698061359 |
| 2008-07-01 | 26.4520962920301 |
| 2008-08-01 | 26.3721266845604 |
| 2008-09-01 | 26.2426443493799 |
| 2008-10-01 | 25.9267212637633 |
| 2008-11-01 | 25.7762826267299 |
| 2008-12-01 | 25.4696372934285 |
| 2009-01-01 | 25.2571868810065 |
| 2009-02-01 | 24.9847533808528 |
| 2009-03-01 | 24.7053814214379 |
| 2009-04-01 | 24.4018590965323 |
| 2009-05-01 | 24.2812446525304 |
| 2009-06-01 | 24.0328874132503 |
| 2009-07-01 | 23.6231516904181 |
| 2009-08-01 | 23.5550024759549 |
| 2009-09-01 | 23.4548255660362 |
| 2009-10-01 | 23.4568677452095 |
| 2009-11-01 | 23.6080930481573 |
| 2009-12-01 | 23.5914196655518 |
| 2010-01-01 | 23.4379927470066 |
| 2010-02-01 | 23.3706053403430 |
| 2010-03-01 | 23.4071493488025 |
| 2010-04-01 | 23.5886670402510 |
| 2010-05-01 | 23.6847342216798 |
| 2010-06-01 | 23.7311646196918 |
| 2010-07-01 | 23.8925168825532 |
| 2010-08-01 | 23.9291100989679 |
| 2010-09-01 | 23.9622242291032 |
| 2010-10-01 | 24.0661901178662 |
| 2010-11-01 | 24.1402102443805 |
| 2010-12-01 | 24.3996299529152 |
| 2011-01-01 | 24.3424798956008 |
| 2011-02-01 | 24.3676389114969 |
| 2011-03-01 | 24.3073714976675 |
| 2011-04-01 | 24.3790233141396 |
| 2011-05-01 | 24.3943825210009 |
| 2011-06-01 | 24.3310690198921 |
| 2011-07-01 | 24.2652267133950 |
| 2011-08-01 | 24.3047459324833 |
| 2011-09-01 | 24.3763606643462 |
| 2011-10-01 | 24.3888379341847 |
| 2011-11-01 | 24.3691626973548 |
| 2011-12-01 | 24.4112072216773 |
| 2012-01-01 | 24.6460609084246 |
| 2012-02-01 | 24.4516985530128 |
| 2012-03-01 | 24.5870148759567 |
| 2012-04-01 | 24.4502135981538 |
| 2012-05-01 | 24.5056304590465 |
| 2012-06-01 | 24.6353686973262 |
| 2012-07-01 | 24.7516096593615 |
| 2012-08-01 | 24.7954380042388 |
| 2012-09-01 | 24.8969504393196 |
| 2012-10-01 | 24.6063284769846 |
| 2012-11-01 | 24.4909780227313 |
| 2012-12-01 | 24.4175717257815 |
| 2013-01-01 | 24.3446941484635 |
| 2013-02-01 | 24.4276914167179 |
| 2013-03-01 | 24.4548334256505 |
| 2013-04-01 | 24.4233640303303 |
| 2013-05-01 | 24.3101824991182 |
| 2013-06-01 | 24.3483791282243 |
| 2013-07-01 | 24.3571199595995 |
| 2013-08-01 | 24.3048139353663 |
| 2013-09-01 | 24.3231641013063 |
| 2013-10-01 | 24.3284348861451 |
| 2013-11-01 | 24.3022802324176 |
| 2013-12-01 | 24.3195821872222 |
| 2014-01-01 | 24.3377068392845 |
| 2014-02-01 | 24.5052561150504 |
| 2014-03-01 | 24.5201354907656 |
| 2014-04-01 | 24.5935319985952 |
| 2014-05-01 | 24.7056728064898 |
| 2014-06-01 | 24.7661783383449 |
| 2014-07-01 | 24.7687435751038 |
| 2014-08-01 | 24.9280872293667 |
| 2014-09-01 | 24.9475877841087 |
| 2014-10-01 | 25.0429669450182 |
| 2014-11-01 | 25.3103861971278 |
| 2014-12-01 | 25.4112639800277 |
| 2015-01-01 | 25.4268955073445 |
| 2015-02-01 | 25.3880035336741 |
| 2015-03-01 | 25.3868528017091 |
| 2015-04-01 | 25.5706334701638 |
| 2015-05-01 | 25.5888873077004 |
| 2015-06-01 | 25.7896845252519 |
| 2015-07-01 | 25.9821056856853 |
| 2015-08-01 | 26.0575262433812 |
| 2015-09-01 | 26.1695760332417 |
| 2015-10-01 | 26.3627736235834 |
| 2015-11-01 | 26.4189872756009 |
| 2015-12-01 | 26.4951734407151 |
| 2016-01-01 | 26.6111865302563 |
| 2016-02-01 | 26.6742424719613 |
| 2016-03-01 | 26.5509289824824 |
| 2016-04-01 | 26.7532898277400 |
| 2016-05-01 | 26.7694200954994 |
| 2016-06-01 | 26.6090978025029 |
| 2016-07-01 | 26.6968450074065 |
| 2016-08-01 | 26.7980932271387 |
| 2016-09-01 | 26.8880351800762 |
| 2016-10-01 | 26.9805952118008 |
| 2016-11-01 | 27.0316861341874 |
| 2016-12-01 | 27.0820764190683 |
| 2017-01-01 | 27.1960346257763 |
| 2017-02-01 | 27.2536599030857 |
| 2017-03-01 | 27.4086059516071 |
| 2017-04-01 | 27.4499777312732 |
| 2017-05-01 | 27.5539936813271 |
| 2017-06-01 | 27.5203981697835 |
| 2017-07-01 | 27.5121901865518 |
| 2017-08-01 | 27.8303257343421 |
| 2017-09-01 | 27.7972617682695 |
| 2017-10-01 | 27.7949908121722 |
| 2017-11-01 | 27.9460679536084 |
| 2017-12-01 | 28.0663819864303 |
| 2018-01-01 | 28.1962836280138 |
| 2018-02-01 | 28.2338072038586 |
| 2018-03-01 | 28.3647902963555 |
| 2018-04-01 | 28.4556326509911 |
| 2018-05-01 | 28.5516531083098 |
| 2018-06-01 | 28.6230537053781 |
| 2018-07-01 | 28.8208347194868 |
| 2018-08-01 | 28.8562236536320 |
| 2018-09-01 | 29.0016589488492 |
| 2018-10-01 | 29.0003666619835 |
| 2018-11-01 | 29.0567142806421 |
| 2018-12-01 | 29.1558416385305 |
| 2019-01-01 | 29.2034042192445 |
| 2019-02-01 | 29.3113470438770 |
| 2019-03-01 | 29.4331743352773 |
| 2019-04-01 | 29.4659372367735 |
| 2019-05-01 | 29.5571676798597 |
| 2019-06-01 | 29.6172742449118 |
| 2019-07-01 | 29.5375342127988 |
| 2019-08-01 | 29.4721989811933 |
| 2019-09-01 | 29.4048330010078 |
| 2019-10-01 | 29.3969389565892 |
| 2019-11-01 | 29.4527115572461 |
| 2019-12-01 | 29.4518718232261 |
| 2020-01-01 | 29.4062927885834 |
| 2020-02-01 | 29.4992832139442 |
| 2020-03-01 | 29.3189688374358 |
| 2020-04-01 | 27.9735222704913 |
| 2020-05-01 | 27.5616539519189 |
| 2020-06-01 | 27.9025890606542 |
| 2020-07-01 | 27.9532137517292 |
| 2020-08-01 | 28.0865180749089 |
| 2020-09-01 | 28.2099764146930 |
| 2020-10-01 | 28.4852672773421 |
| 2020-11-01 | 28.4373890819263 |
| 2020-12-01 | 28.6677974461507 |
| 2021-01-01 | 28.6923517038249 |
| 2021-02-01 | 28.8957080146528 |
| 2021-03-01 | 29.0177154807706 |
| 2021-04-01 | 29.0854229887175 |
| 2021-05-01 | 29.1776034987590 |
| 2021-06-01 | 29.2875744804812 |
| 2021-07-01 | 29.4560747814145 |
| 2021-08-01 | 29.6022350988704 |
| 2021-09-01 | 29.2157816456429 |
| 2021-10-01 | 29.7634025464708 |
| 2021-11-01 | 29.8235187269686 |
| 2021-12-01 | 29.8769507296590 |
| 2022-01-01 | 29.9797699286064 |
| 2022-02-01 | 30.1104706003985 |
| 2022-03-01 | 30.0167131591041 |
| 2022-04-01 | 30.4016450182595 |
| 2022-05-01 | 30.4906711512431 |
| 2022-06-01 | 30.5664436296665 |
| 2022-07-01 | 30.5381815707571 |
| 2022-08-01 | 30.7197118665938 |
| 2022-09-01 | 30.7198067751041 |
| 2022-10-01 | 30.8496763850701 |
| 2022-11-01 | 30.9166928082584 |
| 2022-12-01 | 30.6922750973000 |
| 2023-01-01 | 30.8615032433433 |
| 2023-02-01 | 30.8332229161500 |
| 2023-03-01 | 30.8235271840491 |
| 2023-04-01 | 30.8077283968700 |
| 2023-05-01 | 30.8981392118334 |
| 2023-06-01 | 30.8441463861661 |
| 2023-07-01 | 30.8102618460950 |
| 2023-08-01 | 30.8335094988234 |
| 2023-09-01 | 31.0227197990814 |
| 2023-10-01 | 30.8470107733794 |
| 2023-11-01 | 30.9168826086237 |
| 2023-12-01 | 30.9022057700493 |
| 2024-01-01 | 31.1483222140824 |
| 2024-02-01 | 31.1574251991008 |
| 2024-03-01 | 31.2322273631295 |
| 2024-04-01 | 31.2161807843139 |
| 2024-05-01 | 31.0984170157214 |
| 2024-06-01 | 31.2180923366137 |
| 2024-07-01 | 31.3768978465230 |
| 2024-08-01 | 31.3433935364180 |
| 2024-09-01 | 31.5235076318303 |
| 2024-10-01 | 31.7568083600418 |
| 2024-11-01 | 31.8249390608010 |
| 2024-12-01 | 31.9066862967741 |
| 2025-01-01 | 30.8381200378601 |
| 2025-02-01 | 30.7687267089731 |
| 2025-03-01 | 30.8413015596455 |
| 2025-04-01 | 30.7154771793461 |
| 2025-05-01 | 30.8990406139912 |
| 2025-06-01 | 31.0026192775806 |
| 2025-07-01 | 30.9550842131559 |
| 2025-08-01 | 30.7477076530083 |
| 2025-09-01 | 30.7238128649209 |
| 2025-10-01 | 30.1691322230640 |
| 2025-11-01 | 30.2330110590347 |
| 2025-12-01 | 30.2080163975942 |