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 2026-05-01 |
| Last Updated | 2026-06-24 10:48 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 | 24.0799225501366 |
| 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 | 27.6185979778376 |
| 1999-02-01 | 28.0091723740908 |
| 1999-03-01 | 27.9952405345069 |
| 1999-04-01 | 28.4684385300976 |
| 1999-05-01 | 28.5809189752704 |
| 1999-06-01 | 28.9912096054557 |
| 1999-07-01 | 28.2553092529518 |
| 1999-08-01 | 28.3336632905339 |
| 1999-09-01 | 28.3591757350158 |
| 1999-10-01 | 28.5935995287479 |
| 1999-11-01 | 28.6838112061008 |
| 1999-12-01 | 28.9256710160782 |
| 2000-01-01 | 28.4473499395908 |
| 2000-02-01 | 28.6938027303314 |
| 2000-03-01 | 28.8360724771563 |
| 2000-04-01 | 28.8288457679293 |
| 2000-05-01 | 28.8545142885307 |
| 2000-06-01 | 28.8199694252186 |
| 2000-07-01 | 29.4703841016685 |
| 2000-08-01 | 29.2858337095055 |
| 2000-09-01 | 29.4770762375258 |
| 2000-10-01 | 29.2898038784655 |
| 2000-11-01 | 29.5118680646047 |
| 2000-12-01 | 29.2616581780071 |
| 2001-01-01 | 28.7316016067906 |
| 2001-02-01 | 28.8486417751758 |
| 2001-03-01 | 29.0240030788898 |
| 2001-04-01 | 28.9916755884232 |
| 2001-05-01 | 29.1599923901036 |
| 2001-06-01 | 29.3733370233423 |
| 2001-07-01 | 28.8866846839532 |
| 2001-08-01 | 28.7466610106406 |
| 2001-09-01 | 28.6176013917285 |
| 2001-10-01 | 28.4545051959963 |
| 2001-11-01 | 28.3658911837130 |
| 2001-12-01 | 28.2093313324255 |
| 2002-01-01 | 28.6078650876898 |
| 2002-02-01 | 28.2849433620054 |
| 2002-03-01 | 28.1246037031146 |
| 2002-04-01 | 27.5295765421348 |
| 2002-05-01 | 27.5573364521212 |
| 2002-06-01 | 27.6177675419910 |
| 2002-07-01 | 28.0099912166869 |
| 2002-08-01 | 27.9850819075774 |
| 2002-09-01 | 28.0515638481895 |
| 2002-10-01 | 29.0250632408548 |
| 2002-11-01 | 28.8815968069299 |
| 2002-12-01 | 29.0025009530463 |
| 2003-01-01 | 28.5490079361538 |
| 2003-02-01 | 28.6066359163121 |
| 2003-03-01 | 28.5364020766849 |
| 2003-04-01 | 28.6467991277123 |
| 2003-05-01 | 28.8382355143573 |
| 2003-06-01 | 28.8777190431955 |
| 2003-07-01 | 28.7171183020599 |
| 2003-08-01 | 28.9957591554208 |
| 2003-09-01 | 29.4878500892051 |
| 2003-10-01 | 28.7822228188580 |
| 2003-11-01 | 28.8169087314322 |
| 2003-12-01 | 28.8201840222524 |
| 2004-01-01 | 29.1027157922618 |
| 2004-02-01 | 29.2475291060771 |
| 2004-03-01 | 29.4981388080818 |
| 2004-04-01 | 29.5482923458886 |
| 2004-05-01 | 29.4729803202529 |
| 2004-06-01 | 29.5151841346188 |
| 2004-07-01 | 29.5176430495211 |
| 2004-08-01 | 29.4730836294291 |
| 2004-09-01 | 29.5109215785342 |
| 2004-10-01 | 30.0532613031256 |
| 2004-11-01 | 29.7760111200290 |
| 2004-12-01 | 29.9611083081603 |
| 2005-01-01 | 29.9617323885031 |
| 2005-02-01 | 30.0084373592888 |
| 2005-03-01 | 30.3729517175814 |
| 2005-04-01 | 30.0589399010669 |
| 2005-05-01 | 29.6753374981452 |
| 2005-06-01 | 29.6395881240198 |
| 2005-07-01 | 29.8072964924057 |
| 2005-08-01 | 29.8566607771762 |
| 2005-09-01 | 30.0312723438741 |
| 2005-10-01 | 29.8055578066737 |
| 2005-11-01 | 30.2113166696261 |
| 2005-12-01 | 30.0923525190077 |
| 2006-01-01 | 31.3422891273741 |
| 2006-02-01 | 31.4183369721326 |
| 2006-03-01 | 31.5893698662807 |
| 2006-04-01 | 31.6697897722549 |
| 2006-05-01 | 31.9418850122613 |
| 2006-06-01 | 32.0243066693204 |
| 2006-07-01 | 32.2011641271533 |
| 2006-08-01 | 32.4565519128000 |
| 2006-09-01 | 32.4427825003231 |
| 2006-10-01 | 32.5748465643656 |
| 2006-11-01 | 32.7240919561190 |
| 2006-12-01 | 32.6345188921297 |
| 2007-01-01 | 32.7124358551863 |
| 2007-02-01 | 32.5354060723651 |
| 2007-03-01 | 32.7177965468562 |
| 2007-04-01 | 32.8831070082966 |
| 2007-05-01 | 33.1815956531914 |
| 2007-06-01 | 33.6042253115754 |
| 2007-07-01 | 34.1114707168782 |
| 2007-08-01 | 34.1784623786349 |
| 2007-09-01 | 34.4783762361502 |
| 2007-10-01 | 34.0405363417091 |
| 2007-11-01 | 33.8964710514680 |
| 2007-12-01 | 33.4465941260901 |
| 2008-01-01 | 34.0905150279317 |
| 2008-02-01 | 34.1755877612977 |
| 2008-03-01 | 33.9670667846137 |
| 2008-04-01 | 33.4754411277557 |
| 2008-05-01 | 33.3126069320780 |
| 2008-06-01 | 33.0809434186756 |
| 2008-07-01 | 32.5200205363973 |
| 2008-08-01 | 32.3000940367512 |
| 2008-09-01 | 32.1162330586247 |
| 2008-10-01 | 31.8538736519745 |
| 2008-11-01 | 31.2723848438831 |
| 2008-12-01 | 30.8574699384663 |
| 2009-01-01 | 30.2638173364919 |
| 2009-02-01 | 29.7978620831481 |
| 2009-03-01 | 29.5881284400941 |
| 2009-04-01 | 29.9524700622044 |
| 2009-05-01 | 29.5422422685902 |
| 2009-06-01 | 29.3543223239862 |
| 2009-07-01 | 29.1424572890671 |
| 2009-08-01 | 28.9211830937989 |
| 2009-09-01 | 28.6799808549454 |
| 2009-10-01 | 29.4807639089293 |
| 2009-11-01 | 29.4654392258778 |
| 2009-12-01 | 29.3669705460275 |
| 2010-01-01 | 29.6262216295626 |
| 2010-02-01 | 29.6081484477846 |
| 2010-03-01 | 29.6041516647415 |
| 2010-04-01 | 29.7014712564999 |
| 2010-05-01 | 29.5835621671570 |
| 2010-06-01 | 29.3358220313579 |
| 2010-07-01 | 29.2360063320752 |
| 2010-08-01 | 29.2330702174735 |
| 2010-09-01 | 29.1450716014732 |
| 2010-10-01 | 29.3571571611481 |
| 2010-11-01 | 29.3875166966403 |
| 2010-12-01 | 29.3989457645269 |
| 2011-01-01 | 29.1744657166148 |
| 2011-02-01 | 29.1718568820052 |
| 2011-03-01 | 29.0971938799610 |
| 2011-04-01 | 29.0524146746521 |
| 2011-05-01 | 28.9315741506753 |
| 2011-06-01 | 29.0269374746035 |
| 2011-07-01 | 29.2324253591704 |
| 2011-08-01 | 29.3310305145901 |
| 2011-09-01 | 29.4187793038007 |
| 2011-10-01 | 29.1307830740132 |
| 2011-11-01 | 29.2222018290407 |
| 2011-12-01 | 29.2456569155692 |
| 2012-01-01 | 29.0134388591588 |
| 2012-02-01 | 28.9174835424786 |
| 2012-03-01 | 29.0849132134675 |
| 2012-04-01 | 28.9094251319945 |
| 2012-05-01 | 29.0048124186939 |
| 2012-06-01 | 29.0261803713133 |
| 2012-07-01 | 28.9098105282647 |
| 2012-08-01 | 29.0315730982500 |
| 2012-09-01 | 28.8764590519656 |
| 2012-10-01 | 28.9925447515491 |
| 2012-11-01 | 29.0787696413488 |
| 2012-12-01 | 29.1023005144663 |
| 2013-01-01 | 29.5474507527613 |
| 2013-02-01 | 29.6414442390853 |
| 2013-03-01 | 29.7522864921833 |
| 2013-04-01 | 30.2816820315138 |
| 2013-05-01 | 30.1948433898041 |
| 2013-06-01 | 30.3369525172635 |
| 2013-07-01 | 30.5089053816219 |
| 2013-08-01 | 30.4425381619873 |
| 2013-09-01 | 30.4220473842001 |
| 2013-10-01 | 30.3157535400768 |
| 2013-11-01 | 30.4222856925189 |
| 2013-12-01 | 30.3562280528271 |
| 2014-01-01 | 30.9839814570091 |
| 2014-02-01 | 30.9793034449723 |
| 2014-03-01 | 30.9201466959613 |
| 2014-04-01 | 31.0487179847245 |
| 2014-05-01 | 31.2019287825914 |
| 2014-06-01 | 31.2616834722407 |
| 2014-07-01 | 31.2989338400275 |
| 2014-08-01 | 31.4838642470682 |
| 2014-09-01 | 31.6566116106272 |
| 2014-10-01 | 31.8169551521813 |
| 2014-11-01 | 31.9453505928976 |
| 2014-12-01 | 31.9059620916672 |
| 2015-01-01 | 32.0325684196530 |
| 2015-02-01 | 32.1088440594820 |
| 2015-03-01 | 32.1691391875933 |
| 2015-04-01 | 32.3293072101597 |
| 2015-05-01 | 32.4343515252437 |
| 2015-06-01 | 32.4985831198892 |
| 2015-07-01 | 32.5126567258373 |
| 2015-08-01 | 32.6148108622276 |
| 2015-09-01 | 32.7817879973811 |
| 2015-10-01 | 33.1097259629065 |
| 2015-11-01 | 33.0254740105902 |
| 2015-12-01 | 33.2306645166057 |
| 2016-01-01 | 33.4100285048618 |
| 2016-02-01 | 33.3618539850513 |
| 2016-03-01 | 33.3164693640810 |
| 2016-04-01 | 33.3296263773537 |
| 2016-05-01 | 32.9781992805062 |
| 2016-06-01 | 33.2314707828037 |
| 2016-07-01 | 33.4244194584746 |
| 2016-08-01 | 33.5339996621603 |
| 2016-09-01 | 33.5874523367006 |
| 2016-10-01 | 33.5128926674333 |
| 2016-11-01 | 33.9002597552237 |
| 2016-12-01 | 33.9294490576062 |
| 2017-01-01 | 33.0030264856488 |
| 2017-02-01 | 33.2180121919621 |
| 2017-03-01 | 33.4616874123281 |
| 2017-04-01 | 33.8667125313381 |
| 2017-05-01 | 33.7297069425288 |
| 2017-06-01 | 33.7568136067881 |
| 2017-07-01 | 33.9365070069968 |
| 2017-08-01 | 33.6277011450214 |
| 2017-09-01 | 33.7798614944524 |
| 2017-10-01 | 34.0233002865601 |
| 2017-11-01 | 34.0720331623917 |
| 2017-12-01 | 34.2195048684385 |
| 2018-01-01 | 34.5965634201451 |
| 2018-02-01 | 35.0998604709894 |
| 2018-03-01 | 35.2266914234866 |
| 2018-04-01 | 34.9997830420223 |
| 2018-05-01 | 34.8741975073656 |
| 2018-06-01 | 35.0812737947138 |
| 2018-07-01 | 34.8159209192105 |
| 2018-08-01 | 35.3297207828343 |
| 2018-09-01 | 35.2766416102774 |
| 2018-10-01 | 35.2239013701135 |
| 2018-11-01 | 35.4640752657517 |
| 2018-12-01 | 35.3201297117387 |
| 2019-01-01 | 35.0878440949776 |
| 2019-02-01 | 35.0611580611154 |
| 2019-03-01 | 35.2002822076524 |
| 2019-04-01 | 35.3422395506176 |
| 2019-05-01 | 35.7092935453832 |
| 2019-06-01 | 35.6076468905189 |
| 2019-07-01 | 35.5023361190397 |
| 2019-08-01 | 35.6167823066524 |
| 2019-09-01 | 35.5747677979856 |
| 2019-10-01 | 35.3135262881677 |
| 2019-11-01 | 35.3645068032975 |
| 2019-12-01 | 35.4181445576264 |
| 2020-01-01 | 35.2836910530039 |
| 2020-02-01 | 35.2463639567889 |
| 2020-03-01 | 34.7939569232691 |
| 2020-04-01 | 32.1627447891715 |
| 2020-05-01 | 32.4197352793055 |
| 2020-06-01 | 33.2291505698749 |
| 2020-07-01 | 32.8872552292203 |
| 2020-08-01 | 32.8056660640845 |
| 2020-09-01 | 33.1843630502781 |
| 2020-10-01 | 33.3850664955261 |
| 2020-11-01 | 33.4882462486358 |
| 2020-12-01 | 33.7256643287222 |
| 2021-01-01 | 34.0750342828022 |
| 2021-02-01 | 34.1304257819520 |
| 2021-03-01 | 34.2937567390145 |
| 2021-04-01 | 34.4777251790087 |
| 2021-05-01 | 34.2137283872904 |
| 2021-06-01 | 34.2575412500550 |
| 2021-07-01 | 34.5731192578596 |
| 2021-08-01 | 34.4799715427285 |
| 2021-09-01 | 34.4039234855088 |
| 2021-10-01 | 35.0488057451596 |
| 2021-11-01 | 35.2109480170952 |
| 2021-12-01 | 35.2390569526797 |
| 2022-01-01 | 35.4724714971783 |
| 2022-02-01 | 35.6484294210887 |
| 2022-03-01 | 35.7048021964108 |
| 2022-04-01 | 35.6580550109906 |
| 2022-05-01 | 35.7882828243435 |
| 2022-06-01 | 35.6840757435461 |
| 2022-07-01 | 35.6517507545453 |
| 2022-08-01 | 35.6591717504504 |
| 2022-09-01 | 35.5386520902714 |
| 2022-10-01 | 35.4140511024405 |
| 2022-11-01 | 35.2167663322564 |
| 2022-12-01 | 35.2674216602521 |
| 2023-01-01 | 34.9803775411235 |
| 2023-02-01 | 34.9713626147709 |
| 2023-03-01 | 34.9050417320103 |
| 2023-04-01 | 34.9481578387941 |
| 2023-05-01 | 34.9524125349187 |
| 2023-06-01 | 35.1951659962630 |
| 2023-07-01 | 34.9492546063364 |
| 2023-08-01 | 35.0268192963309 |
| 2023-09-01 | 35.1671341543895 |
| 2023-10-01 | 34.6980868664445 |
| 2023-11-01 | 34.8064078712442 |
| 2023-12-01 | 34.9778627186943 |
| 2024-01-01 | 35.4027471517456 |
| 2024-02-01 | 35.2142538181017 |
| 2024-03-01 | 35.2147176792616 |
| 2024-04-01 | 35.1331829099181 |
| 2024-05-01 | 35.1118408605446 |
| 2024-06-01 | 34.9873522559940 |
| 2024-07-01 | 35.1560958559705 |
| 2024-08-01 | 35.2005516542011 |
| 2024-09-01 | 35.0844097174908 |
| 2024-10-01 | 35.2003918144931 |
| 2024-11-01 | 35.1892180736718 |
| 2024-12-01 | 35.0812962000085 |
| 2025-01-01 | 35.1198814492681 |
| 2025-02-01 | 35.0520529345327 |
| 2025-03-01 | 34.9195393197611 |
| 2025-04-01 | 35.1334303042281 |
| 2025-05-01 | 35.1813826124521 |
| 2025-06-01 | 34.9777749320526 |
| 2025-07-01 | 34.9574134353581 |
| 2025-08-01 | 34.8866846940432 |
| 2025-09-01 | 34.7918853316475 |
| 2025-10-01 | 34.8042730683259 |
| 2025-11-01 | 34.8754291938066 |
| 2025-12-01 | 34.9797431479921 |
| 2026-01-01 | 34.4275603905030 |
| 2026-02-01 | 34.4818742161916 |
| 2026-03-01 | 34.6291942477739 |
| 2026-04-01 | 34.5239328624367 |
| 2026-05-01 | 34.5661732866260 |