Table Data - All Employees: Professional and Business Services in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Professional and Business Services in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112446000000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:59 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 | 164.6556407611 |
| 1990-02-01 | 167.3167605599 |
| 1990-03-01 | 167.4473927557 |
| 1990-04-01 | 168.6057472192 |
| 1990-05-01 | 168.3215747358 |
| 1990-06-01 | 168.0419680202 |
| 1990-07-01 | 167.5144497360 |
| 1990-08-01 | 168.0561492787 |
| 1990-09-01 | 167.5508381149 |
| 1990-10-01 | 167.9606049393 |
| 1990-11-01 | 168.5781266326 |
| 1990-12-01 | 168.8178129740 |
| 1991-01-01 | 169.6886155467 |
| 1991-02-01 | 167.4209637953 |
| 1991-03-01 | 165.4391563344 |
| 1991-04-01 | 165.2173118539 |
| 1991-05-01 | 164.8504351548 |
| 1991-06-01 | 165.3481421416 |
| 1991-07-01 | 165.0458361429 |
| 1991-08-01 | 164.8753880297 |
| 1991-09-01 | 164.9980031935 |
| 1991-10-01 | 164.9647742481 |
| 1991-11-01 | 165.0284060730 |
| 1991-12-01 | 164.2952389461 |
| 1992-01-01 | 164.7259887602 |
| 1992-02-01 | 164.8457644378 |
| 1992-03-01 | 166.7415522276 |
| 1992-04-01 | 166.4872010907 |
| 1992-05-01 | 166.4096229911 |
| 1992-06-01 | 167.1022736434 |
| 1992-07-01 | 167.2582015181 |
| 1992-08-01 | 167.4028282263 |
| 1992-09-01 | 168.1822105964 |
| 1992-10-01 | 170.5065990280 |
| 1992-11-01 | 170.9746008953 |
| 1992-12-01 | 171.0233933146 |
| 1993-01-01 | 171.0309440335 |
| 1993-02-01 | 169.9519373457 |
| 1993-03-01 | 169.8020648614 |
| 1993-04-01 | 169.2316997635 |
| 1993-05-01 | 170.1419506673 |
| 1993-06-01 | 169.8084564669 |
| 1993-07-01 | 170.6766021903 |
| 1993-08-01 | 170.5925680045 |
| 1993-09-01 | 170.4253418101 |
| 1993-10-01 | 166.9725967518 |
| 1993-11-01 | 167.9025662545 |
| 1993-12-01 | 168.3836287717 |
| 1994-01-01 | 168.6274941626 |
| 1994-02-01 | 169.9126101347 |
| 1994-03-01 | 170.8800262053 |
| 1994-04-01 | 173.1107824995 |
| 1994-05-01 | 172.3094588266 |
| 1994-06-01 | 172.3053750846 |
| 1994-07-01 | 173.4362099439 |
| 1994-08-01 | 173.1329785410 |
| 1994-09-01 | 175.3887713029 |
| 1994-10-01 | 175.7343225085 |
| 1994-11-01 | 177.3805877857 |
| 1994-12-01 | 177.4991854438 |
| 1995-01-01 | 182.6676921870 |
| 1995-02-01 | 184.1690429349 |
| 1995-03-01 | 184.2243370093 |
| 1995-04-01 | 185.6504194742 |
| 1995-05-01 | 185.9417771257 |
| 1995-06-01 | 186.1437411501 |
| 1995-07-01 | 184.9884249543 |
| 1995-08-01 | 186.6661553540 |
| 1995-09-01 | 186.1717873497 |
| 1995-10-01 | 186.1224360672 |
| 1995-11-01 | 187.9186727808 |
| 1995-12-01 | 188.2923916457 |
| 1996-01-01 | 187.5664759237 |
| 1996-02-01 | 188.3233933718 |
| 1996-03-01 | 189.3833733593 |
| 1996-04-01 | 185.6298709018 |
| 1996-05-01 | 187.6804112099 |
| 1996-06-01 | 189.1280737925 |
| 1996-07-01 | 188.8468316899 |
| 1996-08-01 | 190.0588739138 |
| 1996-09-01 | 191.2782921656 |
| 1996-10-01 | 192.5129400337 |
| 1996-11-01 | 193.1187193862 |
| 1996-12-01 | 194.2377028822 |
| 1997-01-01 | 191.3259902026 |
| 1997-02-01 | 190.9360610338 |
| 1997-03-01 | 191.6556770060 |
| 1997-04-01 | 196.3522088973 |
| 1997-05-01 | 198.3111089965 |
| 1997-06-01 | 199.7053448077 |
| 1997-07-01 | 201.9162008806 |
| 1997-08-01 | 202.8356646027 |
| 1997-09-01 | 203.0799486034 |
| 1997-10-01 | 205.7251870554 |
| 1997-11-01 | 206.5284652075 |
| 1997-12-01 | 208.9563358905 |
| 1998-01-01 | 215.2658835596 |
| 1998-02-01 | 215.0655189806 |
| 1998-03-01 | 214.5740873043 |
| 1998-04-01 | 219.5591333121 |
| 1998-05-01 | 221.9123079451 |
| 1998-06-01 | 222.6942812417 |
| 1998-07-01 | 226.8889304368 |
| 1998-08-01 | 228.6863809784 |
| 1998-09-01 | 229.4835778822 |
| 1998-10-01 | 230.3034530907 |
| 1998-11-01 | 230.5557391317 |
| 1998-12-01 | 231.5312670544 |
| 1999-01-01 | 230.5390138631 |
| 1999-02-01 | 232.4142701698 |
| 1999-03-01 | 233.2282567806 |
| 1999-04-01 | 237.0307861131 |
| 1999-05-01 | 237.6279639203 |
| 1999-06-01 | 238.1106633892 |
| 1999-07-01 | 238.8883283201 |
| 1999-08-01 | 238.8657011259 |
| 1999-09-01 | 240.4879924677 |
| 1999-10-01 | 242.0316299113 |
| 1999-11-01 | 243.8122813726 |
| 1999-12-01 | 245.0277433226 |
| 2000-01-01 | 246.9549633783 |
| 2000-02-01 | 248.5766919847 |
| 2000-03-01 | 249.5270415435 |
| 2000-04-01 | 249.5905176715 |
| 2000-05-01 | 249.3654111852 |
| 2000-06-01 | 251.5681007917 |
| 2000-07-01 | 251.1055540835 |
| 2000-08-01 | 252.4227066452 |
| 2000-09-01 | 254.4522755202 |
| 2000-10-01 | 252.5460279785 |
| 2000-11-01 | 253.2878187140 |
| 2000-12-01 | 254.2605415055 |
| 2001-01-01 | 255.0848957303 |
| 2001-02-01 | 253.8010578768 |
| 2001-03-01 | 253.4035750088 |
| 2001-04-01 | 250.8172606355 |
| 2001-05-01 | 250.9459334451 |
| 2001-06-01 | 250.9031959059 |
| 2001-07-01 | 250.5639167731 |
| 2001-08-01 | 249.8596279845 |
| 2001-09-01 | 248.3738435141 |
| 2001-10-01 | 248.7647543461 |
| 2001-11-01 | 247.3276224216 |
| 2001-12-01 | 247.5650882615 |
| 2002-01-01 | 250.2510244962 |
| 2002-02-01 | 250.0200691044 |
| 2002-03-01 | 251.7942642587 |
| 2002-04-01 | 249.3653861405 |
| 2002-05-01 | 250.2417074310 |
| 2002-06-01 | 250.3027534644 |
| 2002-07-01 | 250.2086393228 |
| 2002-08-01 | 251.6969477364 |
| 2002-09-01 | 252.4876499375 |
| 2002-10-01 | 257.2285731464 |
| 2002-11-01 | 255.3356535681 |
| 2002-12-01 | 256.4960556638 |
| 2003-01-01 | 252.7690397459 |
| 2003-02-01 | 253.2204773170 |
| 2003-03-01 | 253.2422988006 |
| 2003-04-01 | 254.5409721244 |
| 2003-05-01 | 255.0976886955 |
| 2003-06-01 | 255.0925139457 |
| 2003-07-01 | 256.4207846398 |
| 2003-08-01 | 257.6255687031 |
| 2003-09-01 | 257.0313720508 |
| 2003-10-01 | 256.6591880587 |
| 2003-11-01 | 258.7706988225 |
| 2003-12-01 | 258.0790039958 |
| 2004-01-01 | 255.7235540313 |
| 2004-02-01 | 253.7794160040 |
| 2004-03-01 | 255.2674722418 |
| 2004-04-01 | 256.8118522729 |
| 2004-05-01 | 258.2833745194 |
| 2004-06-01 | 258.5703037730 |
| 2004-07-01 | 259.1910905570 |
| 2004-08-01 | 258.7158141566 |
| 2004-09-01 | 257.2502732545 |
| 2004-10-01 | 261.3731139363 |
| 2004-11-01 | 262.4150115363 |
| 2004-12-01 | 263.5464399546 |
| 2005-01-01 | 264.3003393448 |
| 2005-02-01 | 266.0221281155 |
| 2005-03-01 | 266.8134789712 |
| 2005-04-01 | 269.0465376762 |
| 2005-05-01 | 268.2851907875 |
| 2005-06-01 | 268.7207142146 |
| 2005-07-01 | 268.1929397293 |
| 2005-08-01 | 268.5308717148 |
| 2005-09-01 | 268.7192331465 |
| 2005-10-01 | 267.6482958820 |
| 2005-11-01 | 268.0223927101 |
| 2005-12-01 | 269.7475223695 |
| 2006-01-01 | 273.9095837359 |
| 2006-02-01 | 275.7594058005 |
| 2006-03-01 | 276.9310723349 |
| 2006-04-01 | 276.6689824898 |
| 2006-05-01 | 278.0059579571 |
| 2006-06-01 | 279.1227772772 |
| 2006-07-01 | 279.3210479715 |
| 2006-08-01 | 279.7118750564 |
| 2006-09-01 | 280.3287135495 |
| 2006-10-01 | 281.3804881626 |
| 2006-11-01 | 279.5548398455 |
| 2006-12-01 | 278.5333355729 |
| 2007-01-01 | 278.2397568549 |
| 2007-02-01 | 277.6357025824 |
| 2007-03-01 | 278.5679631761 |
| 2007-04-01 | 274.7158317575 |
| 2007-05-01 | 275.1641866247 |
| 2007-06-01 | 275.8627309694 |
| 2007-07-01 | 277.4262106112 |
| 2007-08-01 | 277.1695002927 |
| 2007-09-01 | 278.6194443202 |
| 2007-10-01 | 277.4358869813 |
| 2007-11-01 | 278.6031116361 |
| 2007-12-01 | 278.3649300401 |
| 2008-01-01 | 277.9435484455 |
| 2008-02-01 | 277.0945823857 |
| 2008-03-01 | 276.9550008686 |
| 2008-04-01 | 275.5893856077 |
| 2008-05-01 | 273.8225926252 |
| 2008-06-01 | 272.6964068497 |
| 2008-07-01 | 271.8003092921 |
| 2008-08-01 | 270.7262026414 |
| 2008-09-01 | 268.1364039615 |
| 2008-10-01 | 265.1708062891 |
| 2008-11-01 | 261.3231747014 |
| 2008-12-01 | 259.0087935722 |
| 2009-01-01 | 255.1995954262 |
| 2009-02-01 | 251.5765799555 |
| 2009-03-01 | 249.1786243495 |
| 2009-04-01 | 248.5385663622 |
| 2009-05-01 | 247.0224734145 |
| 2009-06-01 | 244.5708855912 |
| 2009-07-01 | 243.2396469208 |
| 2009-08-01 | 242.0182339871 |
| 2009-09-01 | 240.7335852325 |
| 2009-10-01 | 243.3784197463 |
| 2009-11-01 | 243.6297295499 |
| 2009-12-01 | 243.9980749101 |
| 2010-01-01 | 247.7734043465 |
| 2010-02-01 | 247.8554970999 |
| 2010-03-01 | 247.8033365209 |
| 2010-04-01 | 249.0421664866 |
| 2010-05-01 | 250.3429623459 |
| 2010-06-01 | 251.4570909076 |
| 2010-07-01 | 250.5536137231 |
| 2010-08-01 | 250.9589723727 |
| 2010-09-01 | 249.5596908457 |
| 2010-10-01 | 255.3618059194 |
| 2010-11-01 | 253.6261872719 |
| 2010-12-01 | 253.5689772429 |
| 2011-01-01 | 252.7922739330 |
| 2011-02-01 | 252.4564889257 |
| 2011-03-01 | 253.1795944529 |
| 2011-04-01 | 250.3209564676 |
| 2011-05-01 | 250.3331800776 |
| 2011-06-01 | 251.2285704571 |
| 2011-07-01 | 254.2303752720 |
| 2011-08-01 | 253.7446064915 |
| 2011-09-01 | 254.5199521219 |
| 2011-10-01 | 253.4455840646 |
| 2011-11-01 | 254.2024303181 |
| 2011-12-01 | 255.7998569174 |
| 2012-01-01 | 256.1199688282 |
| 2012-02-01 | 258.3065651599 |
| 2012-03-01 | 260.9541594299 |
| 2012-04-01 | 263.1839195899 |
| 2012-05-01 | 264.5235333876 |
| 2012-06-01 | 265.7505669952 |
| 2012-07-01 | 266.1822985087 |
| 2012-08-01 | 266.4423753658 |
| 2012-09-01 | 267.0934584621 |
| 2012-10-01 | 269.0891993827 |
| 2012-11-01 | 270.2777005807 |
| 2012-12-01 | 270.7533867656 |
| 2013-01-01 | 267.5283654867 |
| 2013-02-01 | 269.8264266256 |
| 2013-03-01 | 269.4742554404 |
| 2013-04-01 | 271.3484132964 |
| 2013-05-01 | 272.3095522777 |
| 2013-06-01 | 272.4959250137 |
| 2013-07-01 | 272.1796966978 |
| 2013-08-01 | 274.1171045264 |
| 2013-09-01 | 272.9843828972 |
| 2013-10-01 | 271.4160401335 |
| 2013-11-01 | 272.9476969248 |
| 2013-12-01 | 272.1771764718 |
| 2014-01-01 | 274.3296139512 |
| 2014-02-01 | 275.4263083102 |
| 2014-03-01 | 276.8740227135 |
| 2014-04-01 | 278.3272149274 |
| 2014-05-01 | 279.5786651023 |
| 2014-06-01 | 279.9977641476 |
| 2014-07-01 | 279.3812263743 |
| 2014-08-01 | 280.8219240898 |
| 2014-09-01 | 282.5319816329 |
| 2014-10-01 | 283.9246498077 |
| 2014-11-01 | 285.1161095616 |
| 2014-12-01 | 286.5373575066 |
| 2015-01-01 | 286.8245436526 |
| 2015-02-01 | 286.2722301243 |
| 2015-03-01 | 287.7562812840 |
| 2015-04-01 | 287.0106155219 |
| 2015-05-01 | 287.3686390015 |
| 2015-06-01 | 287.8523472833 |
| 2015-07-01 | 290.3761062019 |
| 2015-08-01 | 290.4301499037 |
| 2015-09-01 | 291.1161337185 |
| 2015-10-01 | 292.7056077929 |
| 2015-11-01 | 292.3683183922 |
| 2015-12-01 | 293.8867516946 |
| 2016-01-01 | 296.9986872582 |
| 2016-02-01 | 297.3737987983 |
| 2016-03-01 | 296.6137990154 |
| 2016-04-01 | 297.0214764479 |
| 2016-05-01 | 296.8174743187 |
| 2016-06-01 | 296.9203881398 |
| 2016-07-01 | 298.8496112336 |
| 2016-08-01 | 297.6422263798 |
| 2016-09-01 | 301.0451266211 |
| 2016-10-01 | 302.6357728882 |
| 2016-11-01 | 306.5079060861 |
| 2016-12-01 | 306.2966291244 |
| 2017-01-01 | 298.1710739614 |
| 2017-02-01 | 298.4449076142 |
| 2017-03-01 | 300.2636443460 |
| 2017-04-01 | 298.1475760871 |
| 2017-05-01 | 302.8776643764 |
| 2017-06-01 | 304.8505348715 |
| 2017-07-01 | 305.6927467654 |
| 2017-08-01 | 308.0446674724 |
| 2017-09-01 | 311.3070383931 |
| 2017-10-01 | 308.6469319171 |
| 2017-11-01 | 309.3890557699 |
| 2017-12-01 | 310.5916963419 |
| 2018-01-01 | 311.4356655018 |
| 2018-02-01 | 313.2738436992 |
| 2018-03-01 | 317.0952246986 |
| 2018-04-01 | 314.7847208424 |
| 2018-05-01 | 315.2422800451 |
| 2018-06-01 | 316.3213221028 |
| 2018-07-01 | 317.8924787334 |
| 2018-08-01 | 319.8977477912 |
| 2018-09-01 | 318.9910968370 |
| 2018-10-01 | 319.3118340461 |
| 2018-11-01 | 320.7812014552 |
| 2018-12-01 | 321.7310429699 |
| 2019-01-01 | 322.5078891188 |
| 2019-02-01 | 323.9382731218 |
| 2019-03-01 | 325.9748176810 |
| 2019-04-01 | 328.4205579937 |
| 2019-05-01 | 330.4209777650 |
| 2019-06-01 | 330.3250450772 |
| 2019-07-01 | 330.0679716833 |
| 2019-08-01 | 330.2337972222 |
| 2019-09-01 | 330.9313596302 |
| 2019-10-01 | 330.3224675394 |
| 2019-11-01 | 329.5393100412 |
| 2019-12-01 | 327.2558061246 |
| 2020-01-01 | 331.1581921295 |
| 2020-02-01 | 328.5813570220 |
| 2020-03-01 | 325.6642684270 |
| 2020-04-01 | 290.6300040771 |
| 2020-05-01 | 295.2612017015 |
| 2020-06-01 | 298.7350076221 |
| 2020-07-01 | 300.9378924967 |
| 2020-08-01 | 302.6289791761 |
| 2020-09-01 | 304.1731001518 |
| 2020-10-01 | 308.4932028830 |
| 2020-11-01 | 310.8848676929 |
| 2020-12-01 | 313.0936335719 |
| 2021-01-01 | 318.5545006714 |
| 2021-02-01 | 320.1680410020 |
| 2021-03-01 | 323.6150620886 |
| 2021-04-01 | 320.2907977793 |
| 2021-05-01 | 319.2345110974 |
| 2021-06-01 | 316.0470868246 |
| 2021-07-01 | 320.0937273826 |
| 2021-08-01 | 319.9447396403 |
| 2021-09-01 | 318.7230268062 |
| 2021-10-01 | 326.7804091822 |
| 2021-11-01 | 327.0323667209 |
| 2021-12-01 | 328.8661739378 |
| 2022-01-01 | 326.6696742797 |
| 2022-02-01 | 329.3367377692 |
| 2022-03-01 | 331.5380888498 |
| 2022-04-01 | 333.0098793190 |
| 2022-05-01 | 333.6919555083 |
| 2022-06-01 | 333.9278792531 |
| 2022-07-01 | 333.7133362236 |
| 2022-08-01 | 333.4018159305 |
| 2022-09-01 | 333.4405718873 |
| 2022-10-01 | 331.0715059410 |
| 2022-11-01 | 329.6284458582 |
| 2022-12-01 | 328.6547469341 |
| 2023-01-01 | 325.2839173429 |
| 2023-02-01 | 322.8612322153 |
| 2023-03-01 | 321.4795292084 |
| 2023-04-01 | 321.5931386547 |
| 2023-05-01 | 320.8418163742 |
| 2023-06-01 | 320.8563451699 |
| 2023-07-01 | 320.0819832331 |
| 2023-08-01 | 320.0415839013 |
| 2023-09-01 | 319.7066267671 |
| 2023-10-01 | 316.7518347770 |
| 2023-11-01 | 315.6885364876 |
| 2023-12-01 | 316.4621181189 |
| 2024-01-01 | 319.5956708361 |
| 2024-02-01 | 318.0865159182 |
| 2024-03-01 | 317.4287301992 |
| 2024-04-01 | 315.7368800315 |
| 2024-05-01 | 316.3005495513 |
| 2024-06-01 | 315.8938769791 |
| 2024-07-01 | 316.2955331527 |
| 2024-08-01 | 315.6756470422 |
| 2024-09-01 | 315.3007343983 |
| 2024-10-01 | 318.2674886718 |
| 2024-11-01 | 317.8404414667 |
| 2024-12-01 | 316.2923253528 |
| 2025-01-01 | 316.3581754847 |
| 2025-02-01 | 315.8006104883 |
| 2025-03-01 | 315.9549445951 |
| 2025-04-01 | 317.7877714546 |
| 2025-05-01 | 318.3861643357 |
| 2025-06-01 | 316.1091350891 |
| 2025-07-01 | 317.4710619382 |
| 2025-08-01 | 318.2924535092 |
| 2025-09-01 | 317.8957985038 |
| 2025-10-01 | 317.2987250679 |
| 2025-11-01 | 317.0907505475 |
| 2025-12-01 | 318.0838674161 |
| 2026-01-01 | 318.3824632443 |
| 2026-02-01 | 317.8872175922 |
| 2026-03-01 | 319.3910707176 |
| 2026-04-01 | 318.1120980099 |
| 2026-05-01 | 317.2560037263 |
| 2026-06-01 | 320.2054804674 |
| 2026-07-01 | 316.8039203667 |
| 2026-08-01 | 314.7440702671 |
| 2026-09-01 | 316.3515309923 |