Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446056170001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:40 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 | 16.8071100705250 |
| 1990-02-01 | 17.1887882971384 |
| 1990-03-01 | 17.1292206380456 |
| 1990-04-01 | 17.4739988132525 |
| 1990-05-01 | 17.3416675623288 |
| 1990-06-01 | 17.2759688072435 |
| 1990-07-01 | 17.3736108235370 |
| 1990-08-01 | 16.7226081117609 |
| 1990-09-01 | 17.4602542490343 |
| 1990-10-01 | 17.3925132354990 |
| 1990-11-01 | 17.6111142128567 |
| 1990-12-01 | 17.6211653978116 |
| 1991-01-01 | 17.9233989166476 |
| 1991-02-01 | 17.8009220731254 |
| 1991-03-01 | 17.4205987364675 |
| 1991-04-01 | 17.1661597948519 |
| 1991-05-01 | 17.1306333625392 |
| 1991-06-01 | 17.0628157651269 |
| 1991-07-01 | 17.1624640114845 |
| 1991-08-01 | 17.2020155730231 |
| 1991-09-01 | 17.1495178992954 |
| 1991-10-01 | 17.4190811991934 |
| 1991-11-01 | 17.4565687218958 |
| 1991-12-01 | 17.3322294049989 |
| 1992-01-01 | 17.4467418119761 |
| 1992-02-01 | 17.3201885262276 |
| 1992-03-01 | 17.7056311395057 |
| 1992-04-01 | 17.8442957742813 |
| 1992-05-01 | 18.0049943953644 |
| 1992-06-01 | 18.2196436141620 |
| 1992-07-01 | 17.9488699033790 |
| 1992-08-01 | 17.9712416333587 |
| 1992-09-01 | 17.9361086896698 |
| 1992-10-01 | 18.5573185218448 |
| 1992-11-01 | 18.8353588097041 |
| 1992-12-01 | 18.7374577619304 |
| 1993-01-01 | 17.9850428806076 |
| 1993-02-01 | 18.4494048898636 |
| 1993-03-01 | 18.7093108414878 |
| 1993-04-01 | 18.5011786023923 |
| 1993-05-01 | 18.6598514911814 |
| 1993-06-01 | 18.5423680596868 |
| 1993-07-01 | 19.0544225262129 |
| 1993-08-01 | 19.1384757150961 |
| 1993-09-01 | 19.0285071448972 |
| 1993-10-01 | 18.2957009813177 |
| 1993-11-01 | 18.4075774128023 |
| 1993-12-01 | 18.4180504720336 |
| 1994-01-01 | 18.6501864940889 |
| 1994-02-01 | 18.7870343039639 |
| 1994-03-01 | 18.7616997153352 |
| 1994-04-01 | 18.6515858110037 |
| 1994-05-01 | 18.4921196633302 |
| 1994-06-01 | 18.5770204024793 |
| 1994-07-01 | 18.5453084955283 |
| 1994-08-01 | 18.5781944799321 |
| 1994-09-01 | 18.7093043505733 |
| 1994-10-01 | 18.7360128797379 |
| 1994-11-01 | 19.0747166502544 |
| 1994-12-01 | 19.0952046333334 |
| 1995-01-01 | 20.0242747918028 |
| 1995-02-01 | 20.6279617880973 |
| 1995-03-01 | 20.8683459007673 |
| 1995-04-01 | 21.1899820217563 |
| 1995-05-01 | 21.2131073680582 |
| 1995-06-01 | 21.5117490025219 |
| 1995-07-01 | 21.5523941952506 |
| 1995-08-01 | 21.5138053660986 |
| 1995-09-01 | 21.6903786056522 |
| 1995-10-01 | 21.3671662766016 |
| 1995-11-01 | 21.7913910812559 |
| 1995-12-01 | 22.0657293348283 |
| 1996-01-01 | 22.1057982858450 |
| 1996-02-01 | 22.0656535911157 |
| 1996-03-01 | 22.1136431203276 |
| 1996-04-01 | 21.9379958679831 |
| 1996-05-01 | 22.0302211514859 |
| 1996-06-01 | 22.0713405971627 |
| 1996-07-01 | 21.8568736464746 |
| 1996-08-01 | 22.0525256434068 |
| 1996-09-01 | 22.0742809635152 |
| 1996-10-01 | 22.5840517591130 |
| 1996-11-01 | 22.6667295545341 |
| 1996-12-01 | 22.7192126617332 |
| 1997-01-01 | 22.4837060346144 |
| 1997-02-01 | 22.0226107609699 |
| 1997-03-01 | 22.5334182378405 |
| 1997-04-01 | 23.0126485841879 |
| 1997-05-01 | 23.3685305503760 |
| 1997-06-01 | 23.5536885421804 |
| 1997-07-01 | 24.0663915214999 |
| 1997-08-01 | 24.1168723037215 |
| 1997-09-01 | 24.1664965884112 |
| 1997-10-01 | 23.9856442260805 |
| 1997-11-01 | 24.0799225501367 |
| 1997-12-01 | 24.2530990394899 |
| 1998-01-01 | 25.0722425263108 |
| 1998-02-01 | 24.6799404830281 |
| 1998-03-01 | 24.9054336986912 |
| 1998-04-01 | 25.4231247666747 |
| 1998-05-01 | 25.7422077755143 |
| 1998-06-01 | 26.0608335441975 |
| 1998-07-01 | 26.2623433111345 |
| 1998-08-01 | 26.8066524894098 |
| 1998-09-01 | 26.8550364405606 |
| 1998-10-01 | 26.9939500622665 |
| 1998-11-01 | 27.0882851694460 |
| 1998-12-01 | 27.1912301832147 |
| 1999-01-01 | 27.6185979778377 |
| 1999-02-01 | 28.0091723740908 |
| 1999-03-01 | 27.9952405345069 |
| 1999-04-01 | 28.4684385300974 |
| 1999-05-01 | 28.5809189752703 |
| 1999-06-01 | 28.9912096054557 |
| 1999-07-01 | 28.2553092529518 |
| 1999-08-01 | 28.3336632905340 |
| 1999-09-01 | 28.3591757350159 |
| 1999-10-01 | 28.5935995287480 |
| 1999-11-01 | 28.6838112061007 |
| 1999-12-01 | 28.9256710160780 |
| 2000-01-01 | 28.4473499395907 |
| 2000-02-01 | 28.6938027303313 |
| 2000-03-01 | 28.8360724771565 |
| 2000-04-01 | 28.8288457679294 |
| 2000-05-01 | 28.8545142885311 |
| 2000-06-01 | 28.8199694252189 |
| 2000-07-01 | 29.4703841016686 |
| 2000-08-01 | 29.2858337095055 |
| 2000-09-01 | 29.4770762375257 |
| 2000-10-01 | 29.2898038784651 |
| 2000-11-01 | 29.5118680646039 |
| 2000-12-01 | 29.2616581780062 |
| 2001-01-01 | 28.7316016067899 |
| 2001-02-01 | 28.8486417751757 |
| 2001-03-01 | 29.0240030788908 |
| 2001-04-01 | 28.9916755884244 |
| 2001-05-01 | 29.1599923901052 |
| 2001-06-01 | 29.3733370233438 |
| 2001-07-01 | 28.8866846839536 |
| 2001-08-01 | 28.7466610106400 |
| 2001-09-01 | 28.6176013917276 |
| 2001-10-01 | 28.4545051959955 |
| 2001-11-01 | 28.3658911837096 |
| 2001-12-01 | 28.2093313324233 |
| 2002-01-01 | 28.6078650876884 |
| 2002-02-01 | 28.2849433620042 |
| 2002-03-01 | 28.1246037031136 |
| 2002-04-01 | 27.5295765421475 |
| 2002-05-01 | 27.5573364521232 |
| 2002-06-01 | 27.6177675419931 |
| 2002-07-01 | 28.0099912166875 |
| 2002-08-01 | 27.9850819075762 |
| 2002-09-01 | 28.0515638481888 |
| 2002-10-01 | 29.0250632408380 |
| 2002-11-01 | 28.8815968069289 |
| 2002-12-01 | 29.0025009530471 |
| 2003-01-01 | 28.5490079361544 |
| 2003-02-01 | 28.6066359163100 |
| 2003-03-01 | 28.5364020766824 |
| 2003-04-01 | 28.6467991277378 |
| 2003-05-01 | 28.8382355143631 |
| 2003-06-01 | 28.8777190432020 |
| 2003-07-01 | 28.7171183020614 |
| 2003-08-01 | 28.9957591554133 |
| 2003-09-01 | 29.4878500891949 |
| 2003-10-01 | 28.7822228188141 |
| 2003-11-01 | 28.8169087314271 |
| 2003-12-01 | 28.8201840222588 |
| 2004-01-01 | 29.1027157922692 |
| 2004-02-01 | 29.2475291060762 |
| 2004-03-01 | 29.4981388080825 |
| 2004-04-01 | 29.5482923459384 |
| 2004-05-01 | 29.4729803202839 |
| 2004-06-01 | 29.5151841346596 |
| 2004-07-01 | 29.5176430495754 |
| 2004-08-01 | 29.4730836293960 |
| 2004-09-01 | 29.5109215784215 |
| 2004-10-01 | 30.0532613029742 |
| 2004-11-01 | 29.7760111199551 |
| 2004-12-01 | 29.9611083082435 |
| 2005-01-01 | 29.9617323885385 |
| 2005-02-01 | 30.0084373593277 |
| 2005-03-01 | 30.3729517176190 |
| 2005-04-01 | 30.0589399011579 |
| 2005-05-01 | 29.6753374982377 |
| 2005-06-01 | 29.6395881241591 |
| 2005-07-01 | 29.8072964925639 |
| 2005-08-01 | 29.8566607770771 |
| 2005-09-01 | 30.0312723435278 |
| 2005-10-01 | 29.8055578063087 |
| 2005-11-01 | 30.2113166693996 |
| 2005-12-01 | 30.0923525190996 |
| 2006-01-01 | 31.3422891273630 |
| 2006-02-01 | 31.4183369726267 |
| 2006-03-01 | 31.5893698663089 |
| 2006-04-01 | 31.6697897722241 |
| 2006-05-01 | 31.9418850125910 |
| 2006-06-01 | 32.0243066696986 |
| 2006-07-01 | 32.2011641275863 |
| 2006-08-01 | 32.4565519129509 |
| 2006-09-01 | 32.4427824994676 |
| 2006-10-01 | 32.5748465624856 |
| 2006-11-01 | 32.7240919560262 |
| 2006-12-01 | 32.6345188923930 |
| 2007-01-01 | 32.7124358552661 |
| 2007-02-01 | 32.5354060735916 |
| 2007-03-01 | 32.7177965473212 |
| 2007-04-01 | 32.8831070085388 |
| 2007-05-01 | 33.1815956539436 |
| 2007-06-01 | 33.6042253120885 |
| 2007-07-01 | 34.1114707170290 |
| 2007-08-01 | 34.1784623778690 |
| 2007-09-01 | 34.4783762336445 |
| 2007-10-01 | 34.0405363379841 |
| 2007-11-01 | 33.8964710522714 |
| 2007-12-01 | 33.4465941278978 |
| 2008-01-01 | 34.0905150294093 |
| 2008-02-01 | 34.1755877638172 |
| 2008-03-01 | 33.9670667855668 |
| 2008-04-01 | 33.4754411285419 |
| 2008-05-01 | 33.3126069337173 |
| 2008-06-01 | 33.0809434190990 |
| 2008-07-01 | 32.5200205350856 |
| 2008-08-01 | 32.3000940325127 |
| 2008-09-01 | 32.1162330518126 |
| 2008-10-01 | 31.8538736412483 |
| 2008-11-01 | 31.2723848484768 |
| 2008-12-01 | 30.8574699470414 |
| 2009-01-01 | 30.2638173444338 |
| 2009-02-01 | 29.7978620890773 |
| 2009-03-01 | 29.5881284415417 |
| 2009-04-01 | 29.9524700627403 |
| 2009-05-01 | 29.5422422708533 |
| 2009-06-01 | 29.3543223231481 |
| 2009-07-01 | 29.1424572829894 |
| 2009-08-01 | 28.9211830830377 |
| 2009-09-01 | 28.6799808386072 |
| 2009-10-01 | 29.4807638830596 |
| 2009-11-01 | 29.4654392222860 |
| 2009-12-01 | 29.3669706056351 |
| 2010-01-01 | 29.6262216377431 |
| 2010-02-01 | 29.6081484560043 |
| 2010-03-01 | 29.6041516671517 |
| 2010-04-01 | 29.7014712504946 |
| 2010-05-01 | 29.5835621710361 |
| 2010-06-01 | 29.3358220308869 |
| 2010-07-01 | 29.2360063102148 |
| 2010-08-01 | 29.2330702022545 |
| 2010-09-01 | 29.1450715828175 |
| 2010-10-01 | 29.3571570852291 |
| 2010-11-01 | 29.3875166863083 |
| 2010-12-01 | 29.3989458877400 |
| 2011-01-01 | 29.1744657710751 |
| 2011-02-01 | 29.1718568824003 |
| 2011-03-01 | 29.0971938763170 |
| 2011-04-01 | 29.0524146564067 |
| 2011-05-01 | 28.9315741538986 |
| 2011-06-01 | 29.0269374829269 |
| 2011-07-01 | 29.2324253428534 |
| 2011-08-01 | 29.3310305118567 |
| 2011-09-01 | 29.4187792719056 |
| 2011-10-01 | 29.1307829024146 |
| 2011-11-01 | 29.2222017432942 |
| 2011-12-01 | 29.2456570281440 |
| 2012-01-01 | 29.0134389325791 |
| 2012-02-01 | 28.9174835861075 |
| 2012-03-01 | 29.0849133149105 |
| 2012-04-01 | 28.9094252281541 |
| 2012-05-01 | 29.0048125267464 |
| 2012-06-01 | 29.0261804554073 |
| 2012-07-01 | 28.9098105345718 |
| 2012-08-01 | 29.0315730528974 |
| 2012-09-01 | 28.8764588613349 |
| 2012-10-01 | 28.9925441993237 |
| 2012-11-01 | 29.0787691526721 |
| 2012-12-01 | 29.1023003462604 |
| 2013-01-01 | 29.5474509067245 |
| 2013-02-01 | 29.6414447261963 |
| 2013-03-01 | 29.7522873165094 |
| 2013-04-01 | 30.2816828115331 |
| 2013-05-01 | 30.1948434659593 |
| 2013-06-01 | 30.3369526576376 |
| 2013-07-01 | 30.5089052137255 |
| 2013-08-01 | 30.4425377831438 |
| 2013-09-01 | 30.4220467736984 |
| 2013-10-01 | 30.3157522810515 |
| 2013-11-01 | 30.4222841464121 |
| 2013-12-01 | 30.3562272617651 |
| 2014-01-01 | 30.9839817022774 |
| 2014-02-01 | 30.9793053981390 |
| 2014-03-01 | 30.9201477305508 |
| 2014-04-01 | 31.0487229657723 |
| 2014-05-01 | 31.2019279530660 |
| 2014-06-01 | 31.2616829510005 |
| 2014-07-01 | 31.2989331424313 |
| 2014-08-01 | 31.4838633111187 |
| 2014-09-01 | 31.6566098990187 |
| 2014-10-01 | 31.8169525232823 |
| 2014-11-01 | 31.9453475816583 |
| 2014-12-01 | 31.9059595920111 |
| 2015-01-01 | 32.0325671023016 |
| 2015-02-01 | 32.1088497178646 |
| 2015-03-01 | 32.1691458844615 |
| 2015-04-01 | 32.3293151419582 |
| 2015-05-01 | 32.4343493739207 |
| 2015-06-01 | 32.4985822129698 |
| 2015-07-01 | 32.5126529799267 |
| 2015-08-01 | 32.6148096548503 |
| 2015-09-01 | 32.7817853680604 |
| 2015-10-01 | 33.1097215138171 |
| 2015-11-01 | 33.0254682991210 |
| 2015-12-01 | 33.2306588462573 |
| 2016-01-01 | 33.4100250382357 |
| 2016-02-01 | 33.3618641781719 |
| 2016-03-01 | 33.3164837822526 |
| 2016-04-01 | 33.3296391974709 |
| 2016-05-01 | 32.9781986388954 |
| 2016-06-01 | 33.2314700948700 |
| 2016-07-01 | 33.4244119870253 |
| 2016-08-01 | 33.5339966401034 |
| 2016-09-01 | 33.5874466723408 |
| 2016-10-01 | 33.5128833000348 |
| 2016-11-01 | 33.9002493490217 |
| 2016-12-01 | 33.9294404865401 |
| 2017-01-01 | 33.0030208284655 |
| 2017-02-01 | 33.2180231920391 |
| 2017-03-01 | 33.4617129491605 |
| 2017-04-01 | 33.8667513836168 |
| 2017-05-01 | 33.7296982907722 |
| 2017-06-01 | 33.7568145064629 |
| 2017-07-01 | 33.9364857796246 |
| 2017-08-01 | 33.6277136378872 |
| 2017-09-01 | 33.7798357905173 |
| 2017-10-01 | 34.0232735855933 |
| 2017-11-01 | 34.0720116335891 |
| 2017-12-01 | 34.2194917987980 |
| 2018-01-01 | 34.5965578499702 |
| 2018-02-01 | 35.0998807675800 |
| 2018-03-01 | 35.2267434301600 |
| 2018-04-01 | 34.9998690496338 |
| 2018-05-01 | 34.8741962960814 |
| 2018-06-01 | 35.0812841572884 |
| 2018-07-01 | 34.8158902225061 |
| 2018-08-01 | 35.3297438256806 |
| 2018-09-01 | 35.2764889388800 |
| 2018-10-01 | 35.2238463183119 |
| 2018-11-01 | 35.4640372170653 |
| 2018-12-01 | 35.3201211809374 |
| 2019-01-01 | 35.0878600639766 |
| 2019-02-01 | 35.0612247219257 |
| 2019-03-01 | 35.2004021531001 |
| 2019-04-01 | 35.3423953961846 |
| 2019-05-01 | 35.7093240532114 |
| 2019-06-01 | 35.6076799743537 |
| 2019-07-01 | 35.5022882644145 |
| 2019-08-01 | 35.6167856533928 |
| 2019-09-01 | 35.5744424153905 |
| 2019-10-01 | 35.3133856328904 |
| 2019-11-01 | 35.3643853277505 |
| 2019-12-01 | 35.4181129662161 |
| 2020-01-01 | 35.2837156702504 |
| 2020-02-01 | 35.2464375414440 |
| 2020-03-01 | 34.7942145427839 |
| 2020-04-01 | 32.1632002999626 |
| 2020-05-01 | 32.4201278627450 |
| 2020-06-01 | 33.2287303011165 |
| 2020-07-01 | 32.8875576563802 |
| 2020-08-01 | 32.8060011423475 |
| 2020-09-01 | 33.1828672902650 |
| 2020-10-01 | 33.3849599191251 |
| 2020-11-01 | 33.4879112217809 |
| 2020-12-01 | 33.7256330094247 |
| 2021-01-01 | 34.0748679871100 |
| 2021-02-01 | 34.1306324753043 |
| 2021-03-01 | 34.2944199751951 |
| 2021-04-01 | 34.4788157923473 |
| 2021-05-01 | 34.2147804572643 |
| 2021-06-01 | 34.2567947304485 |
| 2021-07-01 | 34.5736820920610 |
| 2021-08-01 | 34.4804491590581 |
| 2021-09-01 | 34.4011317527727 |
| 2021-10-01 | 35.0485011401956 |
| 2021-11-01 | 35.2100145746481 |
| 2021-12-01 | 35.2385761562887 |
| 2022-01-01 | 35.4719354098475 |
| 2022-02-01 | 35.6487780816249 |
| 2022-03-01 | 35.7064141105723 |
| 2022-04-01 | 35.6593511790878 |
| 2022-05-01 | 35.7931279479667 |
| 2022-06-01 | 35.6821855883877 |
| 2022-07-01 | 35.6519518267008 |
| 2022-08-01 | 35.6595095854111 |
| 2022-09-01 | 35.5344434299957 |
| 2022-10-01 | 35.4131212971095 |
| 2022-11-01 | 35.2145391245849 |
| 2022-12-01 | 35.2659207957280 |
| 2023-01-01 | 34.9791204356275 |
| 2023-02-01 | 34.9719475709303 |
| 2023-03-01 | 34.9082223550454 |
| 2023-04-01 | 34.9509433319088 |
| 2023-05-01 | 34.9632775093191 |
| 2023-06-01 | 35.1911223891853 |
| 2023-07-01 | 34.9480978522183 |
| 2023-08-01 | 35.0265379936593 |
| 2023-09-01 | 35.1624792050797 |
| 2023-10-01 | 34.6959724949518 |
| 2023-11-01 | 34.8021106677028 |
| 2023-12-01 | 34.9743370765846 |
| 2024-01-01 | 35.4003710571807 |
| 2024-02-01 | 35.2148391125852 |
| 2024-03-01 | 35.2198925641245 |
| 2024-04-01 | 35.1392579712945 |
| 2024-05-01 | 35.1323789188171 |
| 2024-06-01 | 34.9773192188115 |
| 2024-07-01 | 35.1533588789202 |
| 2024-08-01 | 35.1997218934974 |
| 2024-09-01 | 35.0790991934736 |
| 2024-10-01 | 35.1971072031842 |
| 2024-11-01 | 35.1829094885164 |
| 2024-12-01 | 35.0757699665473 |
| 2025-01-01 | 35.1160834997879 |
| 2025-02-01 | 35.0525153957080 |
| 2025-03-01 | 34.9264703809977 |
| 2025-04-01 | 35.1437169107525 |
| 2025-05-01 | 35.2104505380004 |
| 2025-06-01 | 34.9631316897113 |
| 2025-07-01 | 34.9529230101726 |
| 2025-08-01 | 34.8849878716029 |
| 2025-09-01 | 34.7865071683268 |
| 2025-10-01 | 34.7997499746232 |
| 2025-11-01 | 34.8673403443150 |
| 2025-12-01 | 34.9724929196539 |
| 2026-01-01 | 34.4230401075785 |
| 2026-02-01 | 34.4825178599825 |
| 2026-03-01 | 34.6379334051624 |
| 2026-04-01 | 34.5379079166097 |
| 2026-05-01 | 34.6038421803320 |
| 2026-06-01 | 34.7550078437691 |