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 2026-07-01 |
| Last Updated | 2026-08-21 7:26 PM 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 | 164.655640761073 |
| 1990-02-01 | 167.316760559889 |
| 1990-03-01 | 167.447392755688 |
| 1990-04-01 | 168.605747219230 |
| 1990-05-01 | 168.321574735850 |
| 1990-06-01 | 168.041968020170 |
| 1990-07-01 | 167.514449736003 |
| 1990-08-01 | 168.056149278743 |
| 1990-09-01 | 167.550838114866 |
| 1990-10-01 | 167.960604939317 |
| 1990-11-01 | 168.578126632590 |
| 1990-12-01 | 168.817812973979 |
| 1991-01-01 | 169.688615546713 |
| 1991-02-01 | 167.420963795281 |
| 1991-03-01 | 165.439156334440 |
| 1991-04-01 | 165.217311853879 |
| 1991-05-01 | 164.850435154835 |
| 1991-06-01 | 165.348142141564 |
| 1991-07-01 | 165.045836142934 |
| 1991-08-01 | 164.875388029718 |
| 1991-09-01 | 164.998003193509 |
| 1991-10-01 | 164.964774248135 |
| 1991-11-01 | 165.028406073003 |
| 1991-12-01 | 164.295238946085 |
| 1992-01-01 | 164.725988760180 |
| 1992-02-01 | 164.845764437850 |
| 1992-03-01 | 166.741552227571 |
| 1992-04-01 | 166.487201090686 |
| 1992-05-01 | 166.409622991076 |
| 1992-06-01 | 167.102273643404 |
| 1992-07-01 | 167.258201518081 |
| 1992-08-01 | 167.402828226290 |
| 1992-09-01 | 168.182210596381 |
| 1992-10-01 | 170.506599028001 |
| 1992-11-01 | 170.974600895318 |
| 1992-12-01 | 171.023393314557 |
| 1993-01-01 | 171.030944033528 |
| 1993-02-01 | 169.951937345681 |
| 1993-03-01 | 169.802064861365 |
| 1993-04-01 | 169.231699763470 |
| 1993-05-01 | 170.141950667331 |
| 1993-06-01 | 169.808456466938 |
| 1993-07-01 | 170.676602190290 |
| 1993-08-01 | 170.592568004506 |
| 1993-09-01 | 170.425341810051 |
| 1993-10-01 | 166.972596751799 |
| 1993-11-01 | 167.902566254531 |
| 1993-12-01 | 168.383628771747 |
| 1994-01-01 | 168.627494162554 |
| 1994-02-01 | 169.912610134666 |
| 1994-03-01 | 170.880026205255 |
| 1994-04-01 | 173.110782499505 |
| 1994-05-01 | 172.309458826643 |
| 1994-06-01 | 172.305375084580 |
| 1994-07-01 | 173.436209943927 |
| 1994-08-01 | 173.132978540962 |
| 1994-09-01 | 175.388771302878 |
| 1994-10-01 | 175.734322508496 |
| 1994-11-01 | 177.380587785668 |
| 1994-12-01 | 177.499185443845 |
| 1995-01-01 | 182.667692186958 |
| 1995-02-01 | 184.169042934882 |
| 1995-03-01 | 184.224337009281 |
| 1995-04-01 | 185.650419474236 |
| 1995-05-01 | 185.941777125669 |
| 1995-06-01 | 186.143741150138 |
| 1995-07-01 | 184.988424954276 |
| 1995-08-01 | 186.666155353983 |
| 1995-09-01 | 186.171787349747 |
| 1995-10-01 | 186.122436067202 |
| 1995-11-01 | 187.918672780768 |
| 1995-12-01 | 188.292391645689 |
| 1996-01-01 | 187.566475923743 |
| 1996-02-01 | 188.323393371761 |
| 1996-03-01 | 189.383373359346 |
| 1996-04-01 | 185.629870901828 |
| 1996-05-01 | 187.680411209867 |
| 1996-06-01 | 189.128073792485 |
| 1996-07-01 | 188.846831689858 |
| 1996-08-01 | 190.058873913836 |
| 1996-09-01 | 191.278292165564 |
| 1996-10-01 | 192.512940033737 |
| 1996-11-01 | 193.118719386192 |
| 1996-12-01 | 194.237702882209 |
| 1997-01-01 | 191.325990202590 |
| 1997-02-01 | 190.936061033788 |
| 1997-03-01 | 191.655677005991 |
| 1997-04-01 | 196.352208897321 |
| 1997-05-01 | 198.311108996534 |
| 1997-06-01 | 199.705344807662 |
| 1997-07-01 | 201.916200880553 |
| 1997-08-01 | 202.835664602699 |
| 1997-09-01 | 203.079948603415 |
| 1997-10-01 | 205.725187055438 |
| 1997-11-01 | 206.528465207534 |
| 1997-12-01 | 208.956335890509 |
| 1998-01-01 | 215.265883559643 |
| 1998-02-01 | 215.065518980576 |
| 1998-03-01 | 214.574087304292 |
| 1998-04-01 | 219.559133312071 |
| 1998-05-01 | 221.912307945122 |
| 1998-06-01 | 222.694281241735 |
| 1998-07-01 | 226.888930436822 |
| 1998-08-01 | 228.686380978433 |
| 1998-09-01 | 229.483577882228 |
| 1998-10-01 | 230.303453090713 |
| 1998-11-01 | 230.555739131708 |
| 1998-12-01 | 231.531267054447 |
| 1999-01-01 | 230.539013863097 |
| 1999-02-01 | 232.414270169766 |
| 1999-03-01 | 233.228256780538 |
| 1999-04-01 | 237.030786113086 |
| 1999-05-01 | 237.627963920330 |
| 1999-06-01 | 238.110663389232 |
| 1999-07-01 | 238.888328320108 |
| 1999-08-01 | 238.865701125864 |
| 1999-09-01 | 240.487992467741 |
| 1999-10-01 | 242.031629911319 |
| 1999-11-01 | 243.812281372626 |
| 1999-12-01 | 245.027743322609 |
| 2000-01-01 | 246.954963378305 |
| 2000-02-01 | 248.576691984683 |
| 2000-03-01 | 249.527041543477 |
| 2000-04-01 | 249.590517671490 |
| 2000-05-01 | 249.365411185207 |
| 2000-06-01 | 251.568100791701 |
| 2000-07-01 | 251.105554083531 |
| 2000-08-01 | 252.422706645207 |
| 2000-09-01 | 254.452275520189 |
| 2000-10-01 | 252.546027978552 |
| 2000-11-01 | 253.287818713864 |
| 2000-12-01 | 254.260541505496 |
| 2001-01-01 | 255.084895730341 |
| 2001-02-01 | 253.801057876807 |
| 2001-03-01 | 253.403575008784 |
| 2001-04-01 | 250.817260635537 |
| 2001-05-01 | 250.945933445164 |
| 2001-06-01 | 250.903195905952 |
| 2001-07-01 | 250.563916773139 |
| 2001-08-01 | 249.859627984544 |
| 2001-09-01 | 248.373843514217 |
| 2001-10-01 | 248.764754346229 |
| 2001-11-01 | 247.327622421478 |
| 2001-12-01 | 247.565088261475 |
| 2002-01-01 | 250.251024496067 |
| 2002-02-01 | 250.020069104154 |
| 2002-03-01 | 251.794264258389 |
| 2002-04-01 | 249.365386140856 |
| 2002-05-01 | 250.241707431022 |
| 2002-06-01 | 250.302753464529 |
| 2002-07-01 | 250.208639322793 |
| 2002-08-01 | 251.696947736449 |
| 2002-09-01 | 252.487649937702 |
| 2002-10-01 | 257.228573146796 |
| 2002-11-01 | 255.335653567975 |
| 2002-12-01 | 256.496055664283 |
| 2003-01-01 | 252.769039745340 |
| 2003-02-01 | 253.220477315927 |
| 2003-03-01 | 253.242298799809 |
| 2003-04-01 | 254.540972125008 |
| 2003-05-01 | 255.097688695797 |
| 2003-06-01 | 255.092513946234 |
| 2003-07-01 | 256.420784640053 |
| 2003-08-01 | 257.625568703036 |
| 2003-09-01 | 257.031372051169 |
| 2003-10-01 | 256.659188059476 |
| 2003-11-01 | 258.770698822298 |
| 2003-12-01 | 258.079003996753 |
| 2004-01-01 | 255.723554030986 |
| 2004-02-01 | 253.779416003770 |
| 2004-03-01 | 255.267472232280 |
| 2004-04-01 | 256.811852279092 |
| 2004-05-01 | 258.283374521106 |
| 2004-06-01 | 258.570303774647 |
| 2004-07-01 | 259.191090557881 |
| 2004-08-01 | 258.715814156798 |
| 2004-09-01 | 257.250273251138 |
| 2004-10-01 | 261.373113937434 |
| 2004-11-01 | 262.415011536221 |
| 2004-12-01 | 263.546439956645 |
| 2005-01-01 | 264.300339345418 |
| 2005-02-01 | 266.022128116974 |
| 2005-03-01 | 266.813478953212 |
| 2005-04-01 | 269.046537688669 |
| 2005-05-01 | 268.285190791433 |
| 2005-06-01 | 268.720714216527 |
| 2005-07-01 | 268.192939728877 |
| 2005-08-01 | 268.530871713328 |
| 2005-09-01 | 268.719233138080 |
| 2005-10-01 | 267.648295882138 |
| 2005-11-01 | 268.022392708413 |
| 2005-12-01 | 269.747522371019 |
| 2006-01-01 | 273.909583740010 |
| 2006-02-01 | 275.759405810952 |
| 2006-03-01 | 276.931072323416 |
| 2006-04-01 | 276.668982522242 |
| 2006-05-01 | 278.005957960760 |
| 2006-06-01 | 279.122777260423 |
| 2006-07-01 | 279.321047950422 |
| 2006-08-01 | 279.711875049740 |
| 2006-09-01 | 280.328713497055 |
| 2006-10-01 | 281.380488185505 |
| 2006-11-01 | 279.554839862845 |
| 2006-12-01 | 278.533335586713 |
| 2007-01-01 | 278.239756850846 |
| 2007-02-01 | 277.635702621363 |
| 2007-03-01 | 278.567963208577 |
| 2007-04-01 | 274.715831811760 |
| 2007-05-01 | 275.164186603980 |
| 2007-06-01 | 275.862730893372 |
| 2007-07-01 | 277.426210520418 |
| 2007-08-01 | 277.169500237415 |
| 2007-09-01 | 278.619444210054 |
| 2007-10-01 | 277.435887219619 |
| 2007-11-01 | 278.603111697742 |
| 2007-12-01 | 278.364930079338 |
| 2008-01-01 | 277.943548443215 |
| 2008-02-01 | 277.094582436155 |
| 2008-03-01 | 276.955000921722 |
| 2008-04-01 | 275.589385543529 |
| 2008-05-01 | 273.822592503961 |
| 2008-06-01 | 272.696406766115 |
| 2008-07-01 | 271.800308639151 |
| 2008-08-01 | 270.726202819697 |
| 2008-09-01 | 268.136404080133 |
| 2008-10-01 | 265.170806929610 |
| 2008-11-01 | 261.323174922740 |
| 2008-12-01 | 259.008793696186 |
| 2009-01-01 | 255.199595406740 |
| 2009-02-01 | 251.576579909405 |
| 2009-03-01 | 249.178624339006 |
| 2009-04-01 | 248.538566005137 |
| 2009-05-01 | 247.022472949920 |
| 2009-06-01 | 244.570885219230 |
| 2009-07-01 | 243.239645728129 |
| 2009-08-01 | 242.018234482979 |
| 2009-09-01 | 240.733585870342 |
| 2009-10-01 | 243.378421094472 |
| 2009-11-01 | 243.629730303905 |
| 2009-12-01 | 243.998075535804 |
| 2010-01-01 | 247.773403619910 |
| 2010-02-01 | 247.855497240958 |
| 2010-03-01 | 247.803336007584 |
| 2010-04-01 | 249.042165826040 |
| 2010-05-01 | 250.342961096830 |
| 2010-06-01 | 251.457089165638 |
| 2010-07-01 | 250.553610033726 |
| 2010-08-01 | 250.958977379457 |
| 2010-09-01 | 249.559690176966 |
| 2010-10-01 | 255.361810787043 |
| 2010-11-01 | 253.626187315398 |
| 2010-12-01 | 253.568980495499 |
| 2011-01-01 | 252.792270959529 |
| 2011-02-01 | 252.456488279479 |
| 2011-03-01 | 253.179592504158 |
| 2011-04-01 | 250.320954965671 |
| 2011-05-01 | 250.333178167700 |
| 2011-06-01 | 251.228568425047 |
| 2011-07-01 | 254.230365126981 |
| 2011-08-01 | 253.744618510536 |
| 2011-09-01 | 254.519952505849 |
| 2011-10-01 | 253.445594369081 |
| 2011-11-01 | 254.202430766040 |
| 2011-12-01 | 255.799862612789 |
| 2012-01-01 | 256.119961662909 |
| 2012-02-01 | 258.306560853027 |
| 2012-03-01 | 260.954153667750 |
| 2012-04-01 | 263.183916206147 |
| 2012-05-01 | 264.523531490772 |
| 2012-06-01 | 265.750566339382 |
| 2012-07-01 | 266.182283459187 |
| 2012-08-01 | 266.442397440989 |
| 2012-09-01 | 267.093460929130 |
| 2012-10-01 | 269.089215040892 |
| 2012-11-01 | 270.277699059043 |
| 2012-12-01 | 270.753394693883 |
| 2013-01-01 | 267.528349857417 |
| 2013-02-01 | 269.826410799455 |
| 2013-03-01 | 269.474254531974 |
| 2013-04-01 | 271.348414422345 |
| 2013-05-01 | 272.309553913021 |
| 2013-06-01 | 272.495925618066 |
| 2013-07-01 | 272.179674619641 |
| 2013-08-01 | 274.117136866444 |
| 2013-09-01 | 272.984385098154 |
| 2013-10-01 | 271.416057060083 |
| 2013-11-01 | 272.947678343215 |
| 2013-12-01 | 272.177197559440 |
| 2014-01-01 | 274.329577808203 |
| 2014-02-01 | 275.426283672884 |
| 2014-03-01 | 276.874040399213 |
| 2014-04-01 | 278.327235661606 |
| 2014-05-01 | 279.578676790574 |
| 2014-06-01 | 279.997765271336 |
| 2014-07-01 | 279.381202693575 |
| 2014-08-01 | 280.821970197103 |
| 2014-09-01 | 282.531947628689 |
| 2014-10-01 | 283.924657104934 |
| 2014-11-01 | 285.116068216733 |
| 2014-12-01 | 286.537384756169 |
| 2015-01-01 | 286.824458279840 |
| 2015-02-01 | 286.272149730427 |
| 2015-03-01 | 287.756515658563 |
| 2015-04-01 | 287.010612888454 |
| 2015-05-01 | 287.368645441796 |
| 2015-06-01 | 287.852361832854 |
| 2015-07-01 | 290.376102300394 |
| 2015-08-01 | 290.430148852838 |
| 2015-09-01 | 291.116062213138 |
| 2015-10-01 | 292.705592391939 |
| 2015-11-01 | 292.368225374079 |
| 2015-12-01 | 293.886745522754 |
| 2016-01-01 | 296.998532649652 |
| 2016-02-01 | 297.373666054621 |
| 2016-03-01 | 296.614277764180 |
| 2016-04-01 | 297.021486351380 |
| 2016-05-01 | 296.817540128452 |
| 2016-06-01 | 296.920516816343 |
| 2016-07-01 | 298.849713734814 |
| 2016-08-01 | 297.642178411648 |
| 2016-09-01 | 301.044974070147 |
| 2016-10-01 | 302.635626358441 |
| 2016-11-01 | 306.507610795991 |
| 2016-12-01 | 306.296363799260 |
| 2017-01-01 | 298.170949075114 |
| 2017-02-01 | 298.444510845035 |
| 2017-03-01 | 300.264621992328 |
| 2017-04-01 | 298.147617184089 |
| 2017-05-01 | 302.878001144139 |
| 2017-06-01 | 304.850995459724 |
| 2017-07-01 | 305.693113221852 |
| 2017-08-01 | 308.044567443043 |
| 2017-09-01 | 311.306720882677 |
| 2017-10-01 | 308.646459413663 |
| 2017-11-01 | 309.388336502816 |
| 2017-12-01 | 310.590958597260 |
| 2018-01-01 | 311.435384018378 |
| 2018-02-01 | 313.272962758324 |
| 2018-03-01 | 317.096879940859 |
| 2018-04-01 | 314.784985407255 |
| 2018-05-01 | 315.243206046774 |
| 2018-06-01 | 316.322255699316 |
| 2018-07-01 | 317.893708068620 |
| 2018-08-01 | 319.898834473942 |
| 2018-09-01 | 318.990203153390 |
| 2018-10-01 | 319.308220893876 |
| 2018-11-01 | 320.781381656084 |
| 2018-12-01 | 321.730775480953 |
| 2019-01-01 | 322.504064701889 |
| 2019-02-01 | 323.938025898338 |
| 2019-03-01 | 325.977967562698 |
| 2019-04-01 | 328.421308326573 |
| 2019-05-01 | 330.422748049426 |
| 2019-06-01 | 330.326993195522 |
| 2019-07-01 | 330.070615684395 |
| 2019-08-01 | 330.236426502594 |
| 2019-09-01 | 330.929858283034 |
| 2019-10-01 | 330.315035595182 |
| 2019-11-01 | 329.539623200117 |
| 2019-12-01 | 327.255204914922 |
| 2020-01-01 | 331.149579000124 |
| 2020-02-01 | 328.581708054341 |
| 2020-03-01 | 325.668893388012 |
| 2020-04-01 | 290.632148934084 |
| 2020-05-01 | 295.264948981719 |
| 2020-06-01 | 298.738871432330 |
| 2020-07-01 | 300.941544560456 |
| 2020-08-01 | 302.632306809876 |
| 2020-09-01 | 304.172594009982 |
| 2020-10-01 | 308.483961288925 |
| 2020-11-01 | 310.877246192623 |
| 2020-12-01 | 313.093480391965 |
| 2021-01-01 | 318.541181936568 |
| 2021-02-01 | 320.167880336791 |
| 2021-03-01 | 323.621570053505 |
| 2021-04-01 | 320.297948841837 |
| 2021-05-01 | 319.244547518825 |
| 2021-06-01 | 316.056869132013 |
| 2021-07-01 | 320.101122251559 |
| 2021-08-01 | 319.949138167583 |
| 2021-09-01 | 318.716142117876 |
| 2021-10-01 | 326.771729041870 |
| 2021-11-01 | 327.009884635417 |
| 2021-12-01 | 328.860131404663 |
| 2022-01-01 | 326.652357091475 |
| 2022-02-01 | 329.334612456430 |
| 2022-03-01 | 331.542894241626 |
| 2022-04-01 | 333.016477147768 |
| 2022-05-01 | 333.751476829866 |
| 2022-06-01 | 333.932538780904 |
| 2022-07-01 | 333.724810586062 |
| 2022-08-01 | 333.407468937361 |
| 2022-09-01 | 333.422605085574 |
| 2022-10-01 | 331.054049824323 |
| 2022-11-01 | 329.581334680005 |
| 2022-12-01 | 328.637209318371 |
| 2023-01-01 | 325.261564806170 |
| 2023-02-01 | 322.858653502867 |
| 2023-03-01 | 321.490440573409 |
| 2023-04-01 | 321.609798782374 |
| 2023-05-01 | 320.960121276829 |
| 2023-06-01 | 320.847018927298 |
| 2023-07-01 | 320.103844910254 |
| 2023-08-01 | 320.067235824449 |
| 2023-09-01 | 319.650684087580 |
| 2023-10-01 | 316.711786868068 |
| 2023-11-01 | 315.616286324090 |
| 2023-12-01 | 316.425393978786 |
| 2024-01-01 | 319.569173105934 |
| 2024-02-01 | 318.090710108402 |
| 2024-03-01 | 317.459965753685 |
| 2024-04-01 | 315.775322959658 |
| 2024-05-01 | 316.488193301215 |
| 2024-06-01 | 315.879442230090 |
| 2024-07-01 | 316.333238955602 |
| 2024-08-01 | 315.679389806942 |
| 2024-09-01 | 315.196702938036 |
| 2024-10-01 | 318.200608239687 |
| 2024-11-01 | 317.740830821276 |
| 2024-12-01 | 316.241276032540 |
| 2025-01-01 | 316.332868263793 |
| 2025-02-01 | 315.816711907161 |
| 2025-03-01 | 316.015948101140 |
| 2025-04-01 | 317.861176040748 |
| 2025-05-01 | 318.624568426532 |
| 2025-06-01 | 316.099957210276 |
| 2025-07-01 | 317.530974608000 |
| 2025-08-01 | 318.267000622511 |
| 2025-09-01 | 317.712915350108 |
| 2025-10-01 | 317.210701769519 |
| 2025-11-01 | 316.977637948407 |
| 2025-12-01 | 318.022369137039 |
| 2026-01-01 | 318.362067077064 |
| 2026-02-01 | 317.919371096470 |
| 2026-03-01 | 319.478191892041 |
| 2026-04-01 | 318.207136256446 |
| 2026-05-01 | 317.537684967605 |
| 2026-06-01 | 320.199445959075 |
| 2026-07-01 | 317.175059797203 |