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 2026-08-01 |
| Last Updated | 2026-09-18 10:57 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 | 16.8168904269 |
| 1990-02-01 | 17.1859808886 |
| 1990-03-01 | 17.1255629656 |
| 1990-04-01 | 17.4699911363 |
| 1990-05-01 | 17.3377237239 |
| 1990-06-01 | 17.2722815705 |
| 1990-07-01 | 17.3703756709 |
| 1990-08-01 | 16.7224874286 |
| 1990-09-01 | 17.4721575442 |
| 1990-10-01 | 17.3884076534 |
| 1990-11-01 | 17.6203736091 |
| 1990-12-01 | 17.6171546814 |
| 1991-01-01 | 17.9313235314 |
| 1991-02-01 | 17.7978516563 |
| 1991-03-01 | 17.4169025602 |
| 1991-04-01 | 17.1622590812 |
| 1991-05-01 | 17.1268284947 |
| 1991-06-01 | 17.0592539205 |
| 1991-07-01 | 17.1594713116 |
| 1991-08-01 | 17.2031024576 |
| 1991-09-01 | 17.1611292456 |
| 1991-10-01 | 17.4162399897 |
| 1991-11-01 | 17.4655761604 |
| 1991-12-01 | 17.3280778303 |
| 1992-01-01 | 17.4532822565 |
| 1992-02-01 | 17.3137306538 |
| 1992-03-01 | 17.7027581332 |
| 1992-04-01 | 17.8411061771 |
| 1992-05-01 | 18.0016980344 |
| 1992-06-01 | 18.2166261620 |
| 1992-07-01 | 17.9464470837 |
| 1992-08-01 | 17.9731808844 |
| 1992-09-01 | 17.9462360522 |
| 1992-10-01 | 18.5594699192 |
| 1992-11-01 | 18.8431533069 |
| 1992-12-01 | 18.7328314134 |
| 1993-01-01 | 17.9886040565 |
| 1993-02-01 | 18.4396260730 |
| 1993-03-01 | 18.7070216720 |
| 1993-04-01 | 18.4987366552 |
| 1993-05-01 | 18.6575084842 |
| 1993-06-01 | 18.5403801269 |
| 1993-07-01 | 19.0527331565 |
| 1993-08-01 | 19.1403804784 |
| 1993-09-01 | 19.0376097463 |
| 1993-10-01 | 18.3026539926 |
| 1993-11-01 | 18.4147579328 |
| 1993-12-01 | 18.4129071228 |
| 1994-01-01 | 18.6523943332 |
| 1994-02-01 | 18.7704728354 |
| 1994-03-01 | 18.7604232704 |
| 1994-04-01 | 18.6508437919 |
| 1994-05-01 | 18.4910817737 |
| 1994-06-01 | 18.5760559687 |
| 1994-07-01 | 18.5454179645 |
| 1994-08-01 | 18.5801900638 |
| 1994-09-01 | 18.7149403696 |
| 1994-10-01 | 18.7480663124 |
| 1994-11-01 | 19.0789770760 |
| 1994-12-01 | 19.0907403400 |
| 1995-01-01 | 20.0262333123 |
| 1995-02-01 | 20.6076691175 |
| 1995-03-01 | 20.8674048924 |
| 1995-04-01 | 21.1906010937 |
| 1995-05-01 | 21.2133958885 |
| 1995-06-01 | 21.5118946084 |
| 1995-07-01 | 21.5544754543 |
| 1995-08-01 | 21.5132183336 |
| 1995-09-01 | 21.6931949609 |
| 1995-10-01 | 21.3804719014 |
| 1995-11-01 | 21.7937838728 |
| 1995-12-01 | 22.0625073191 |
| 1996-01-01 | 22.1111440408 |
| 1996-02-01 | 22.0425040587 |
| 1996-03-01 | 22.1137166600 |
| 1996-04-01 | 21.9399773641 |
| 1996-05-01 | 22.0311982241 |
| 1996-06-01 | 22.0723989843 |
| 1996-07-01 | 21.8599819454 |
| 1996-08-01 | 22.0480064512 |
| 1996-09-01 | 22.0730822355 |
| 1996-10-01 | 22.5976230107 |
| 1996-11-01 | 22.6654816060 |
| 1996-12-01 | 22.7157277968 |
| 1997-01-01 | 22.4991088223 |
| 1997-02-01 | 22.0018053693 |
| 1997-03-01 | 22.5324436062 |
| 1997-04-01 | 23.0145373701 |
| 1997-05-01 | 23.3704085751 |
| 1997-06-01 | 23.5564506281 |
| 1997-07-01 | 24.0624489245 |
| 1997-08-01 | 24.1100592238 |
| 1997-09-01 | 24.1655252727 |
| 1997-10-01 | 23.9944463756 |
| 1997-11-01 | 24.0778049390 |
| 1997-12-01 | 24.2504612522 |
| 1998-01-01 | 25.0984911914 |
| 1998-02-01 | 24.6624403914 |
| 1998-03-01 | 24.9038502037 |
| 1998-04-01 | 25.4243040612 |
| 1998-05-01 | 25.7432687603 |
| 1998-06-01 | 26.0646519966 |
| 1998-07-01 | 26.2497504382 |
| 1998-08-01 | 26.7998766240 |
| 1998-09-01 | 26.8546606559 |
| 1998-10-01 | 26.9982842266 |
| 1998-11-01 | 27.0850214615 |
| 1998-12-01 | 27.1882152996 |
| 1999-01-01 | 27.6569012388 |
| 1999-02-01 | 27.9971052908 |
| 1999-03-01 | 27.9916644153 |
| 1999-04-01 | 28.4673853790 |
| 1999-05-01 | 28.5805038923 |
| 1999-06-01 | 28.9952247822 |
| 1999-07-01 | 28.2326814246 |
| 1999-08-01 | 28.3266406176 |
| 1999-09-01 | 28.3658273514 |
| 1999-10-01 | 28.5948416974 |
| 1999-11-01 | 28.6792228625 |
| 1999-12-01 | 28.9252620209 |
| 2000-01-01 | 28.4887999625 |
| 2000-02-01 | 28.6855689112 |
| 2000-03-01 | 28.8318869421 |
| 2000-04-01 | 28.8256962390 |
| 2000-05-01 | 28.8513180085 |
| 2000-06-01 | 28.8225268069 |
| 2000-07-01 | 29.4444624974 |
| 2000-08-01 | 29.2782499435 |
| 2000-09-01 | 29.4909866724 |
| 2000-10-01 | 29.2916570016 |
| 2000-11-01 | 29.5049955189 |
| 2000-12-01 | 29.2615643167 |
| 2001-01-01 | 28.7730734936 |
| 2001-02-01 | 28.8427630282 |
| 2001-03-01 | 29.0181626112 |
| 2001-04-01 | 28.9866860405 |
| 2001-05-01 | 29.1555252089 |
| 2001-06-01 | 29.3740828763 |
| 2001-07-01 | 28.8591976826 |
| 2001-08-01 | 28.7406815826 |
| 2001-09-01 | 28.6418402886 |
| 2001-10-01 | 28.4535348850 |
| 2001-11-01 | 28.3589296895 |
| 2001-12-01 | 28.2128102721 |
| 2002-01-01 | 28.6383433296 |
| 2002-02-01 | 28.2792469562 |
| 2002-03-01 | 28.1206607866 |
| 2002-04-01 | 27.5234546819 |
| 2002-05-01 | 27.5514787967 |
| 2002-06-01 | 27.6164224719 |
| 2002-07-01 | 27.9898733091 |
| 2002-08-01 | 27.9800880757 |
| 2002-09-01 | 28.0788740283 |
| 2002-10-01 | 29.0235635139 |
| 2002-11-01 | 28.8755510774 |
| 2002-12-01 | 29.0051091599 |
| 2003-01-01 | 28.5692986827 |
| 2003-02-01 | 28.6009026367 |
| 2003-03-01 | 28.5346001736 |
| 2003-04-01 | 28.6404738516 |
| 2003-05-01 | 28.8330170800 |
| 2003-06-01 | 28.8750866306 |
| 2003-07-01 | 28.7054206948 |
| 2003-08-01 | 28.9905016881 |
| 2003-09-01 | 29.5158563300 |
| 2003-10-01 | 28.7795700773 |
| 2003-11-01 | 28.8117600060 |
| 2003-12-01 | 28.8228223150 |
| 2004-01-01 | 29.1103102915 |
| 2004-02-01 | 29.2427772976 |
| 2004-03-01 | 29.4997929215 |
| 2004-04-01 | 29.5429601080 |
| 2004-05-01 | 29.4688642039 |
| 2004-06-01 | 29.5126003150 |
| 2004-07-01 | 29.5166087727 |
| 2004-08-01 | 29.4690444843 |
| 2004-09-01 | 29.5265296511 |
| 2004-10-01 | 30.0537941289 |
| 2004-11-01 | 29.7727174481 |
| 2004-12-01 | 29.9579317650 |
| 2005-01-01 | 29.9661873239 |
| 2005-02-01 | 30.0045566091 |
| 2005-03-01 | 30.3758531040 |
| 2005-04-01 | 30.0557561296 |
| 2005-05-01 | 29.6743362490 |
| 2005-06-01 | 29.6390244696 |
| 2005-07-01 | 29.8101382296 |
| 2005-08-01 | 29.8560520914 |
| 2005-09-01 | 30.0337682279 |
| 2005-10-01 | 29.8058133697 |
| 2005-11-01 | 30.2104000883 |
| 2005-12-01 | 30.0864787439 |
| 2006-01-01 | 31.3454113905 |
| 2006-02-01 | 31.4129170548 |
| 2006-03-01 | 31.5946210627 |
| 2006-04-01 | 31.6700235258 |
| 2006-05-01 | 31.9430843236 |
| 2006-06-01 | 32.0260996147 |
| 2006-07-01 | 32.2076234032 |
| 2006-08-01 | 32.4598872758 |
| 2006-09-01 | 32.4297086917 |
| 2006-10-01 | 32.5729524687 |
| 2006-11-01 | 32.7267724112 |
| 2006-12-01 | 32.6262601200 |
| 2007-01-01 | 32.7180315239 |
| 2007-02-01 | 32.5287717478 |
| 2007-03-01 | 32.7233582114 |
| 2007-04-01 | 32.8868843933 |
| 2007-05-01 | 33.1848332598 |
| 2007-06-01 | 33.6076464086 |
| 2007-07-01 | 34.1186102663 |
| 2007-08-01 | 34.1830280415 |
| 2007-09-01 | 34.4603943605 |
| 2007-10-01 | 34.0318570205 |
| 2007-11-01 | 33.9006035257 |
| 2007-12-01 | 33.4411293016 |
| 2008-01-01 | 34.0968481781 |
| 2008-02-01 | 34.1671398447 |
| 2008-03-01 | 33.9726492254 |
| 2008-04-01 | 33.4823254175 |
| 2008-05-01 | 33.3166424769 |
| 2008-06-01 | 33.0849716557 |
| 2008-07-01 | 32.5280219465 |
| 2008-08-01 | 32.3057437953 |
| 2008-09-01 | 32.0955779614 |
| 2008-10-01 | 31.8392212367 |
| 2008-11-01 | 31.2781991591 |
| 2008-12-01 | 30.8544154346 |
| 2009-01-01 | 30.2700959683 |
| 2009-02-01 | 29.7907496561 |
| 2009-03-01 | 29.5925474425 |
| 2009-04-01 | 29.9600932497 |
| 2009-05-01 | 29.5465430954 |
| 2009-06-01 | 29.3584493497 |
| 2009-07-01 | 29.1489147238 |
| 2009-08-01 | 28.9259520032 |
| 2009-09-01 | 28.6644938381 |
| 2009-10-01 | 29.4608830831 |
| 2009-11-01 | 29.4703826463 |
| 2009-12-01 | 29.3687863684 |
| 2010-01-01 | 29.6312423564 |
| 2010-02-01 | 29.6011064215 |
| 2010-03-01 | 29.6085247245 |
| 2010-04-01 | 29.7083177158 |
| 2010-05-01 | 29.5869647692 |
| 2010-06-01 | 29.3389172948 |
| 2010-07-01 | 29.2422623976 |
| 2010-08-01 | 29.2366909955 |
| 2010-09-01 | 29.1350821164 |
| 2010-10-01 | 29.3344891938 |
| 2010-11-01 | 29.3918259782 |
| 2010-12-01 | 29.4037991406 |
| 2011-01-01 | 29.1782594018 |
| 2011-02-01 | 29.1675649248 |
| 2011-03-01 | 29.1005356552 |
| 2011-04-01 | 29.0566106831 |
| 2011-05-01 | 28.9336877364 |
| 2011-06-01 | 29.0287806587 |
| 2011-07-01 | 29.2378142336 |
| 2011-08-01 | 29.3322566244 |
| 2011-09-01 | 29.4148972115 |
| 2011-10-01 | 29.1112412380 |
| 2011-11-01 | 29.2240250083 |
| 2011-12-01 | 29.2525797546 |
| 2012-01-01 | 29.0156408104 |
| 2012-02-01 | 28.9155149903 |
| 2012-03-01 | 29.0867942785 |
| 2012-04-01 | 28.9108916930 |
| 2012-05-01 | 29.0053174397 |
| 2012-06-01 | 29.0265148052 |
| 2012-07-01 | 28.9159665529 |
| 2012-08-01 | 29.0318416949 |
| 2012-09-01 | 28.8743329897 |
| 2012-10-01 | 28.9784262630 |
| 2012-11-01 | 29.0799422030 |
| 2012-12-01 | 29.1082636770 |
| 2013-01-01 | 29.5485789652 |
| 2013-02-01 | 29.6423217280 |
| 2013-03-01 | 29.7531132080 |
| 2013-04-01 | 30.2813350848 |
| 2013-05-01 | 30.1920919793 |
| 2013-06-01 | 30.3371187238 |
| 2013-07-01 | 30.5146972946 |
| 2013-08-01 | 30.4420761149 |
| 2013-09-01 | 30.4210125225 |
| 2013-10-01 | 30.3077569698 |
| 2013-11-01 | 30.4229959027 |
| 2013-12-01 | 30.3617213616 |
| 2014-01-01 | 30.9841309175 |
| 2014-02-01 | 30.9792600293 |
| 2014-03-01 | 30.9226032353 |
| 2014-04-01 | 31.0466472551 |
| 2014-05-01 | 31.1968385008 |
| 2014-06-01 | 31.2617550116 |
| 2014-07-01 | 31.3048785934 |
| 2014-08-01 | 31.4840126076 |
| 2014-09-01 | 31.6563449671 |
| 2014-10-01 | 31.8093649520 |
| 2014-11-01 | 31.9481764068 |
| 2014-12-01 | 31.9100073699 |
| 2015-01-01 | 32.0300346004 |
| 2015-02-01 | 32.1102550060 |
| 2015-03-01 | 32.1778682671 |
| 2015-04-01 | 32.3235112877 |
| 2015-05-01 | 32.4260609597 |
| 2015-06-01 | 32.4989815835 |
| 2015-07-01 | 32.5178333926 |
| 2015-08-01 | 32.6152301189 |
| 2015-09-01 | 32.7815829274 |
| 2015-10-01 | 33.1041355977 |
| 2015-11-01 | 33.0294935389 |
| 2015-12-01 | 33.2329598771 |
| 2016-01-01 | 33.4049545288 |
| 2016-02-01 | 33.3648960866 |
| 2016-03-01 | 33.3312598916 |
| 2016-04-01 | 33.3195441606 |
| 2016-05-01 | 32.9683610045 |
| 2016-06-01 | 33.2319085480 |
| 2016-07-01 | 33.4288507619 |
| 2016-08-01 | 33.5347419972 |
| 2016-09-01 | 33.5874098316 |
| 2016-10-01 | 33.5098285607 |
| 2016-11-01 | 33.9039739833 |
| 2016-12-01 | 33.9294064448 |
| 2017-01-01 | 32.9965931614 |
| 2017-02-01 | 33.2244649329 |
| 2017-03-01 | 33.4787874752 |
| 2017-04-01 | 33.8534091340 |
| 2017-05-01 | 33.7182054435 |
| 2017-06-01 | 33.7574365805 |
| 2017-07-01 | 33.9380729506 |
| 2017-08-01 | 33.6346209117 |
| 2017-09-01 | 33.7784558203 |
| 2017-10-01 | 34.0217905249 |
| 2017-11-01 | 34.0748052382 |
| 2017-12-01 | 34.2188888972 |
| 2018-01-01 | 34.5900318074 |
| 2018-02-01 | 35.1068996011 |
| 2018-03-01 | 35.2414103310 |
| 2018-04-01 | 34.9847325952 |
| 2018-05-01 | 34.8643306706 |
| 2018-06-01 | 35.0817261203 |
| 2018-07-01 | 34.8156694594 |
| 2018-08-01 | 35.3429896315 |
| 2018-09-01 | 35.2749883798 |
| 2018-10-01 | 35.2220834165 |
| 2018-11-01 | 35.4652692444 |
| 2018-12-01 | 35.3186533925 |
| 2019-01-01 | 35.0817850243 |
| 2019-02-01 | 35.0692457496 |
| 2019-03-01 | 35.2105747106 |
| 2019-04-01 | 35.3271843691 |
| 2019-05-01 | 35.7013397990 |
| 2019-06-01 | 35.6080054201 |
| 2019-07-01 | 35.5001527102 |
| 2019-08-01 | 35.6361236806 |
| 2019-09-01 | 35.5726314473 |
| 2019-10-01 | 35.3110887504 |
| 2019-11-01 | 35.3639450339 |
| 2019-12-01 | 35.4165456824 |
| 2020-01-01 | 35.2798710640 |
| 2020-02-01 | 35.2525132854 |
| 2020-03-01 | 34.7979462664 |
| 2020-04-01 | 32.1517377355 |
| 2020-05-01 | 32.4151979736 |
| 2020-06-01 | 33.2281553019 |
| 2020-07-01 | 32.8853989443 |
| 2020-08-01 | 32.8264565419 |
| 2020-09-01 | 33.1796986611 |
| 2020-10-01 | 33.3826611000 |
| 2020-11-01 | 33.4876919236 |
| 2020-12-01 | 33.7237302451 |
| 2021-01-01 | 34.0743527252 |
| 2021-02-01 | 34.1351139086 |
| 2021-03-01 | 34.2923392169 |
| 2021-04-01 | 34.4722779787 |
| 2021-05-01 | 34.2118586604 |
| 2021-06-01 | 34.2527764804 |
| 2021-07-01 | 34.5714603292 |
| 2021-08-01 | 34.5019167976 |
| 2021-09-01 | 34.3956192432 |
| 2021-10-01 | 35.0462980860 |
| 2021-11-01 | 35.2123217690 |
| 2021-12-01 | 35.2376412761 |
| 2022-01-01 | 35.4736850604 |
| 2022-02-01 | 35.6491220574 |
| 2022-03-01 | 35.7052148970 |
| 2022-04-01 | 35.6545965686 |
| 2022-05-01 | 35.7912988154 |
| 2022-06-01 | 35.6730961508 |
| 2022-07-01 | 35.6511255266 |
| 2022-08-01 | 35.6763866221 |
| 2022-09-01 | 35.5290657874 |
| 2022-10-01 | 35.4132050197 |
| 2022-11-01 | 35.2210242892 |
| 2022-12-01 | 35.2661863770 |
| 2023-01-01 | 34.9816200729 |
| 2023-02-01 | 34.9711644730 |
| 2023-03-01 | 34.9114387611 |
| 2023-04-01 | 34.9433582685 |
| 2023-05-01 | 34.9572645037 |
| 2023-06-01 | 35.1791101025 |
| 2023-07-01 | 34.9414930967 |
| 2023-08-01 | 35.0433550618 |
| 2023-09-01 | 35.1616177769 |
| 2023-10-01 | 34.6997414389 |
| 2023-11-01 | 34.8116097116 |
| 2023-12-01 | 34.9770941578 |
| 2024-01-01 | 35.4038306126 |
| 2024-02-01 | 35.2132857110 |
| 2024-03-01 | 35.2272854118 |
| 2024-04-01 | 35.1276933866 |
| 2024-05-01 | 35.1193362159 |
| 2024-06-01 | 34.9611836787 |
| 2024-07-01 | 35.1397340157 |
| 2024-08-01 | 35.2205386149 |
| 2024-09-01 | 35.0831782313 |
| 2024-10-01 | 35.2051414768 |
| 2024-11-01 | 35.1957065975 |
| 2024-12-01 | 35.0806865124 |
| 2025-01-01 | 35.1212323205 |
| 2025-02-01 | 35.0520210496 |
| 2025-03-01 | 34.9337232867 |
| 2025-04-01 | 35.1280728216 |
| 2025-05-01 | 35.1900940605 |
| 2025-06-01 | 34.9439891198 |
| 2025-07-01 | 34.9273148547 |
| 2025-08-01 | 34.9171958998 |
| 2025-09-01 | 34.7960046142 |
| 2025-10-01 | 34.8108455160 |
| 2025-11-01 | 34.8815422767 |
| 2025-12-01 | 34.9797295332 |
| 2026-01-01 | 34.4287914327 |
| 2026-02-01 | 34.4815658389 |
| 2026-03-01 | 34.6452069176 |
| 2026-04-01 | 34.5179124590 |
| 2026-05-01 | 34.5776711794 |
| 2026-06-01 | 34.8321642843 |
| 2026-07-01 | 34.6145823914 |
| 2026-08-01 | 34.4248763563 |