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 2026-08-01 |
| 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 | 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 | 231.5312670545 |
| 1999-01-01 | 230.5390138631 |
| 1999-02-01 | 232.4142701698 |
| 1999-03-01 | 233.2282567804 |
| 1999-04-01 | 237.0307861131 |
| 1999-05-01 | 237.6279639204 |
| 1999-06-01 | 238.1106633893 |
| 1999-07-01 | 238.8883283202 |
| 1999-08-01 | 238.8657011259 |
| 1999-09-01 | 240.4879924677 |
| 1999-10-01 | 242.0316299113 |
| 1999-11-01 | 243.8122813725 |
| 1999-12-01 | 245.0277433225 |
| 2000-01-01 | 246.9549633784 |
| 2000-02-01 | 248.5766919847 |
| 2000-03-01 | 249.5270415433 |
| 2000-04-01 | 249.5905176716 |
| 2000-05-01 | 249.3654111853 |
| 2000-06-01 | 251.5681007919 |
| 2000-07-01 | 251.1055540837 |
| 2000-08-01 | 252.4227066453 |
| 2000-09-01 | 254.4522755203 |
| 2000-10-01 | 252.5460279786 |
| 2000-11-01 | 253.2878187129 |
| 2000-12-01 | 254.2605415052 |
| 2001-01-01 | 255.0848957305 |
| 2001-02-01 | 253.8010578769 |
| 2001-03-01 | 253.4035750087 |
| 2001-04-01 | 250.8172606359 |
| 2001-05-01 | 250.9459334454 |
| 2001-06-01 | 250.9031959060 |
| 2001-07-01 | 250.5639167732 |
| 2001-08-01 | 249.8596279848 |
| 2001-09-01 | 248.3738435147 |
| 2001-10-01 | 248.7647543469 |
| 2001-11-01 | 247.3276224205 |
| 2001-12-01 | 247.5650882614 |
| 2002-01-01 | 250.2510244957 |
| 2002-02-01 | 250.0200691025 |
| 2002-03-01 | 251.7942642564 |
| 2002-04-01 | 249.3653861433 |
| 2002-05-01 | 250.2417074312 |
| 2002-06-01 | 250.3027534650 |
| 2002-07-01 | 250.2086393230 |
| 2002-08-01 | 251.6969477367 |
| 2002-09-01 | 252.4876499387 |
| 2002-10-01 | 257.2285731491 |
| 2002-11-01 | 255.3356535671 |
| 2002-12-01 | 256.4960556674 |
| 2003-01-01 | 252.7690397424 |
| 2003-02-01 | 253.2204773100 |
| 2003-03-01 | 253.2422987938 |
| 2003-04-01 | 254.5409721288 |
| 2003-05-01 | 255.0976886971 |
| 2003-06-01 | 255.0925139494 |
| 2003-07-01 | 256.4207846416 |
| 2003-08-01 | 257.6255687020 |
| 2003-09-01 | 257.0313720529 |
| 2003-10-01 | 256.6591880646 |
| 2003-11-01 | 258.7706988207 |
| 2003-12-01 | 258.0790040036 |
| 2004-01-01 | 255.7235540313 |
| 2004-02-01 | 253.7794160045 |
| 2004-03-01 | 255.2674721697 |
| 2004-04-01 | 256.8118523151 |
| 2004-05-01 | 258.2833745316 |
| 2004-06-01 | 258.5703037848 |
| 2004-07-01 | 259.1910905640 |
| 2004-08-01 | 258.7158141588 |
| 2004-09-01 | 257.2502732288 |
| 2004-10-01 | 261.3731139460 |
| 2004-11-01 | 262.4150115359 |
| 2004-12-01 | 263.5464399692 |
| 2005-01-01 | 264.3003393512 |
| 2005-02-01 | 266.0221281287 |
| 2005-03-01 | 266.8134788331 |
| 2005-04-01 | 269.0465377602 |
| 2005-05-01 | 268.2851908186 |
| 2005-06-01 | 268.7207142358 |
| 2005-07-01 | 268.1929397366 |
| 2005-08-01 | 268.5308717136 |
| 2005-09-01 | 268.7192330860 |
| 2005-10-01 | 267.6482958876 |
| 2005-11-01 | 268.0223926875 |
| 2005-12-01 | 269.7475223603 |
| 2006-01-01 | 273.9095837487 |
| 2006-02-01 | 275.7594058654 |
| 2006-03-01 | 276.9310722070 |
| 2006-04-01 | 276.6689826856 |
| 2006-05-01 | 278.0059580065 |
| 2006-06-01 | 279.1227772443 |
| 2006-07-01 | 279.3210479388 |
| 2006-08-01 | 279.7118750958 |
| 2006-09-01 | 280.3287132058 |
| 2006-10-01 | 281.3804882644 |
| 2006-11-01 | 279.5548398433 |
| 2006-12-01 | 278.5333355460 |
| 2007-01-01 | 278.2397567466 |
| 2007-02-01 | 277.6357028217 |
| 2007-03-01 | 278.5679633035 |
| 2007-04-01 | 274.7158320780 |
| 2007-05-01 | 275.1641865867 |
| 2007-06-01 | 275.8627307415 |
| 2007-07-01 | 277.4262103779 |
| 2007-08-01 | 277.1695002078 |
| 2007-09-01 | 278.6194434361 |
| 2007-10-01 | 277.4358882837 |
| 2007-11-01 | 278.6031116308 |
| 2007-12-01 | 278.3649300092 |
| 2008-01-01 | 277.9435480617 |
| 2008-02-01 | 277.0945822951 |
| 2008-03-01 | 276.9550026866 |
| 2008-04-01 | 275.5893849987 |
| 2008-05-01 | 273.8225916497 |
| 2008-06-01 | 272.6964058681 |
| 2008-07-01 | 271.8003079164 |
| 2008-08-01 | 270.7262028700 |
| 2008-09-01 | 268.1364036090 |
| 2008-10-01 | 265.1708099364 |
| 2008-11-01 | 261.3231757322 |
| 2008-12-01 | 259.0087941063 |
| 2009-01-01 | 255.1995948027 |
| 2009-02-01 | 251.5765790530 |
| 2009-03-01 | 249.1786269759 |
| 2009-04-01 | 248.5385638910 |
| 2009-05-01 | 247.0224703714 |
| 2009-06-01 | 244.5708824655 |
| 2009-07-01 | 243.2396438232 |
| 2009-08-01 | 242.0182347316 |
| 2009-09-01 | 240.7335870507 |
| 2009-10-01 | 243.3784275644 |
| 2009-11-01 | 243.6297338492 |
| 2009-12-01 | 243.9980781911 |
| 2010-01-01 | 247.7734009715 |
| 2010-02-01 | 247.8554967436 |
| 2010-03-01 | 247.8033363573 |
| 2010-04-01 | 249.0421621926 |
| 2010-05-01 | 250.3429554535 |
| 2010-06-01 | 251.4570817820 |
| 2010-07-01 | 250.5536016273 |
| 2010-08-01 | 250.9589867743 |
| 2010-09-01 | 249.5596848120 |
| 2010-10-01 | 255.3618374799 |
| 2010-11-01 | 253.6261847683 |
| 2010-12-01 | 253.5689957163 |
| 2011-01-01 | 252.7922612513 |
| 2011-02-01 | 252.4564865840 |
| 2011-03-01 | 253.1795873709 |
| 2011-04-01 | 250.3209490618 |
| 2011-05-01 | 250.3331687019 |
| 2011-06-01 | 251.2285564128 |
| 2011-07-01 | 254.2303369080 |
| 2011-08-01 | 253.7446410550 |
| 2011-09-01 | 254.5199477203 |
| 2011-10-01 | 253.4456501055 |
| 2011-11-01 | 254.2024304792 |
| 2011-12-01 | 255.7998944201 |
| 2012-01-01 | 256.1199415586 |
| 2012-02-01 | 258.3065495899 |
| 2012-03-01 | 260.9541336894 |
| 2012-04-01 | 263.1839009847 |
| 2012-05-01 | 264.5235122387 |
| 2012-06-01 | 265.7505431841 |
| 2012-07-01 | 266.1822308715 |
| 2012-08-01 | 266.4424377293 |
| 2012-09-01 | 267.0934675476 |
| 2012-10-01 | 269.0893244175 |
| 2012-11-01 | 270.2777244907 |
| 2012-12-01 | 270.7534600567 |
| 2013-01-01 | 267.5282891788 |
| 2013-02-01 | 269.8263840128 |
| 2013-03-01 | 269.4741984017 |
| 2013-04-01 | 271.3483690702 |
| 2013-05-01 | 272.3095156288 |
| 2013-06-01 | 272.4958926526 |
| 2013-07-01 | 272.1796120175 |
| 2013-08-01 | 274.1171645589 |
| 2013-09-01 | 272.9844408741 |
| 2013-10-01 | 271.4162316355 |
| 2013-11-01 | 272.9477671494 |
| 2013-12-01 | 272.1773911604 |
| 2014-01-01 | 274.3293852298 |
| 2014-02-01 | 275.4261921014 |
| 2014-03-01 | 276.8739201631 |
| 2014-04-01 | 278.3271429356 |
| 2014-05-01 | 279.5786076256 |
| 2014-06-01 | 279.9977261247 |
| 2014-07-01 | 279.3811537069 |
| 2014-08-01 | 280.8219845053 |
| 2014-09-01 | 282.5320794119 |
| 2014-10-01 | 283.9249217899 |
| 2014-11-01 | 285.1162392979 |
| 2014-12-01 | 286.5377363804 |
| 2015-01-01 | 286.8241474844 |
| 2015-02-01 | 286.2720173858 |
| 2015-03-01 | 287.7561704809 |
| 2015-04-01 | 287.0104936583 |
| 2015-05-01 | 287.3685512129 |
| 2015-06-01 | 287.8523036410 |
| 2015-07-01 | 290.3760457087 |
| 2015-08-01 | 290.4302017450 |
| 2015-09-01 | 291.1162684753 |
| 2015-10-01 | 292.7059267266 |
| 2015-11-01 | 292.3685185657 |
| 2015-12-01 | 293.8872917326 |
| 2016-01-01 | 296.9981797201 |
| 2016-02-01 | 297.3735017599 |
| 2016-03-01 | 296.6136832496 |
| 2016-04-01 | 297.0212797923 |
| 2016-05-01 | 296.8173185736 |
| 2016-06-01 | 296.9203083058 |
| 2016-07-01 | 298.8495745652 |
| 2016-08-01 | 297.6423052498 |
| 2016-09-01 | 301.0453458270 |
| 2016-10-01 | 302.6361750233 |
| 2016-11-01 | 306.5081687667 |
| 2016-12-01 | 306.2971489451 |
| 2017-01-01 | 298.1705959880 |
| 2017-02-01 | 298.4445880445 |
| 2017-03-01 | 300.2633365367 |
| 2017-04-01 | 298.1474475710 |
| 2017-05-01 | 302.8774004739 |
| 2017-06-01 | 304.8503794470 |
| 2017-07-01 | 305.6927384243 |
| 2017-08-01 | 308.0448355544 |
| 2017-09-01 | 311.3074872471 |
| 2017-10-01 | 308.6475223471 |
| 2017-11-01 | 309.3893674959 |
| 2017-12-01 | 310.5920698873 |
| 2018-01-01 | 311.4351045191 |
| 2018-02-01 | 313.2734050004 |
| 2018-03-01 | 317.0944826022 |
| 2018-04-01 | 314.7847372891 |
| 2018-05-01 | 315.2419077827 |
| 2018-06-01 | 316.3208315887 |
| 2018-07-01 | 317.8926503137 |
| 2018-08-01 | 319.8983386664 |
| 2018-09-01 | 318.9918289341 |
| 2018-10-01 | 319.3131191786 |
| 2018-11-01 | 320.7818434363 |
| 2018-12-01 | 321.7318999617 |
| 2019-01-01 | 322.5043495402 |
| 2019-02-01 | 323.9386125390 |
| 2019-03-01 | 325.9739789749 |
| 2019-04-01 | 328.4206338232 |
| 2019-05-01 | 330.4202338447 |
| 2019-06-01 | 330.3241396277 |
| 2019-07-01 | 330.0685043352 |
| 2019-08-01 | 330.2353588532 |
| 2019-09-01 | 330.9331067574 |
| 2019-10-01 | 330.3248850015 |
| 2019-11-01 | 329.5401096647 |
| 2019-12-01 | 327.2564481211 |
| 2020-01-01 | 331.1503695887 |
| 2020-02-01 | 328.5818347904 |
| 2020-03-01 | 325.6634578582 |
| 2020-04-01 | 290.6303945929 |
| 2020-05-01 | 295.2612496882 |
| 2020-06-01 | 298.7344328310 |
| 2020-07-01 | 300.9378686693 |
| 2020-08-01 | 302.6293315795 |
| 2020-09-01 | 304.1810192991 |
| 2020-10-01 | 308.4956269571 |
| 2020-11-01 | 310.8828593384 |
| 2020-12-01 | 313.0942257272 |
| 2021-01-01 | 318.5450190594 |
| 2021-02-01 | 320.1672966938 |
| 2021-03-01 | 323.6139108377 |
| 2021-04-01 | 320.2910487724 |
| 2021-05-01 | 319.2339786080 |
| 2021-06-01 | 316.0457186729 |
| 2021-07-01 | 320.0926263195 |
| 2021-08-01 | 319.9441528109 |
| 2021-09-01 | 318.7384586644 |
| 2021-10-01 | 326.7904492463 |
| 2021-11-01 | 327.0268207317 |
| 2021-12-01 | 328.8652158827 |
| 2022-01-01 | 326.6623152223 |
| 2022-02-01 | 329.3334702635 |
| 2022-03-01 | 331.5300226142 |
| 2022-04-01 | 332.9955345132 |
| 2022-05-01 | 333.7188918901 |
| 2022-06-01 | 333.9071314833 |
| 2022-07-01 | 333.7057573512 |
| 2022-08-01 | 333.4034523650 |
| 2022-09-01 | 333.4699056535 |
| 2022-10-01 | 331.0920633282 |
| 2022-11-01 | 329.6206523080 |
| 2022-12-01 | 328.6535331313 |
| 2023-01-01 | 325.2817592467 |
| 2023-02-01 | 322.8569057863 |
| 2023-03-01 | 321.4688048940 |
| 2023-04-01 | 321.5641317867 |
| 2023-05-01 | 320.8876420109 |
| 2023-06-01 | 320.8034779808 |
| 2023-07-01 | 320.0253886811 |
| 2023-08-01 | 320.1100563521 |
| 2023-09-01 | 319.7386663135 |
| 2023-10-01 | 316.7790623159 |
| 2023-11-01 | 315.6811218678 |
| 2023-12-01 | 316.4608305442 |
| 2024-01-01 | 319.5975848633 |
| 2024-02-01 | 318.0829383498 |
| 2024-03-01 | 317.4212155805 |
| 2024-04-01 | 315.6953360537 |
| 2024-05-01 | 316.3652051239 |
| 2024-06-01 | 315.8070796045 |
| 2024-07-01 | 316.1855944547 |
| 2024-08-01 | 315.8046580974 |
| 2024-09-01 | 315.3283220375 |
| 2024-10-01 | 318.2990878312 |
| 2024-11-01 | 317.8353083574 |
| 2024-12-01 | 316.2949513908 |
| 2025-01-01 | 316.3670424601 |
| 2025-02-01 | 315.8005947623 |
| 2025-03-01 | 315.9584221538 |
| 2025-04-01 | 317.7446045460 |
| 2025-05-01 | 318.4496126152 |
| 2025-06-01 | 315.9972408336 |
| 2025-07-01 | 317.3005436381 |
| 2025-08-01 | 318.5005915931 |
| 2025-09-01 | 317.8882820423 |
| 2025-10-01 | 317.3363997798 |
| 2025-11-01 | 317.0916274811 |
| 2025-12-01 | 318.0922537170 |
| 2026-01-01 | 318.3976424552 |
| 2026-02-01 | 317.8935898232 |
| 2026-03-01 | 319.4029487649 |
| 2026-04-01 | 318.0625430398 |
| 2026-05-01 | 317.3259415137 |
| 2026-06-01 | 320.0697834635 |
| 2026-07-01 | 316.6013381464 |
| 2026-08-01 | 315.0773356857 |