Table Data - All Employees: Private Service Providing in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Private Service Providing in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112440800000001SA |
| 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 7:27 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 | 745.713015972199 |
| 1990-02-01 | 748.623436140113 |
| 1990-03-01 | 748.310794573903 |
| 1990-04-01 | 747.435474215936 |
| 1990-05-01 | 747.705649476454 |
| 1990-06-01 | 749.236946395014 |
| 1990-07-01 | 750.336235607967 |
| 1990-08-01 | 752.236545540612 |
| 1990-09-01 | 750.728788920284 |
| 1990-10-01 | 752.140934732941 |
| 1990-11-01 | 753.856737652579 |
| 1990-12-01 | 751.133046562225 |
| 1991-01-01 | 760.348010341832 |
| 1991-02-01 | 756.120137279662 |
| 1991-03-01 | 750.890225903595 |
| 1991-04-01 | 756.697886619725 |
| 1991-05-01 | 755.426468398564 |
| 1991-06-01 | 755.868664072697 |
| 1991-07-01 | 753.923969678918 |
| 1991-08-01 | 753.658196774172 |
| 1991-09-01 | 754.259014587087 |
| 1991-10-01 | 755.354349227984 |
| 1991-11-01 | 751.907963125918 |
| 1991-12-01 | 747.148428343040 |
| 1992-01-01 | 752.147269880010 |
| 1992-02-01 | 748.538603262979 |
| 1992-03-01 | 750.669287576929 |
| 1992-04-01 | 753.593495377806 |
| 1992-05-01 | 753.690998430345 |
| 1992-06-01 | 753.620269808957 |
| 1992-07-01 | 755.668498427323 |
| 1992-08-01 | 755.046989990874 |
| 1992-09-01 | 755.399947822475 |
| 1992-10-01 | 760.296510078976 |
| 1992-11-01 | 759.424104215536 |
| 1992-12-01 | 757.580828507986 |
| 1993-01-01 | 758.138551930438 |
| 1993-02-01 | 757.910795833702 |
| 1993-03-01 | 758.790321248870 |
| 1993-04-01 | 757.415405028064 |
| 1993-05-01 | 759.151177103441 |
| 1993-06-01 | 758.031721090249 |
| 1993-07-01 | 758.608870011430 |
| 1993-08-01 | 759.351478043276 |
| 1993-09-01 | 760.585133280078 |
| 1993-10-01 | 759.738453438724 |
| 1993-11-01 | 758.568613987363 |
| 1993-12-01 | 760.923369039507 |
| 1994-01-01 | 760.119100267618 |
| 1994-02-01 | 761.664890029221 |
| 1994-03-01 | 763.704225030036 |
| 1994-04-01 | 763.219213141777 |
| 1994-05-01 | 762.153921560281 |
| 1994-06-01 | 763.354471740560 |
| 1994-07-01 | 766.695392296527 |
| 1994-08-01 | 768.006326039722 |
| 1994-09-01 | 770.905192367750 |
| 1994-10-01 | 771.064624544563 |
| 1994-11-01 | 774.696449739489 |
| 1994-12-01 | 777.152449581769 |
| 1995-01-01 | 779.721331256873 |
| 1995-02-01 | 782.240046551140 |
| 1995-03-01 | 782.485890223635 |
| 1995-04-01 | 782.913260216826 |
| 1995-05-01 | 784.946577492130 |
| 1995-06-01 | 788.888926175408 |
| 1995-07-01 | 785.798109947973 |
| 1995-08-01 | 792.050041487996 |
| 1995-09-01 | 793.672585808243 |
| 1995-10-01 | 792.483188413297 |
| 1995-11-01 | 797.252022369286 |
| 1995-12-01 | 799.423659947648 |
| 1996-01-01 | 799.967108040236 |
| 1996-02-01 | 801.647215317294 |
| 1996-03-01 | 801.868474917088 |
| 1996-04-01 | 804.659542982469 |
| 1996-05-01 | 807.618782783334 |
| 1996-06-01 | 809.022799493358 |
| 1996-07-01 | 805.321283982199 |
| 1996-08-01 | 808.336767928614 |
| 1996-09-01 | 808.334893312122 |
| 1996-10-01 | 809.319459617511 |
| 1996-11-01 | 812.919459240793 |
| 1996-12-01 | 815.038143651589 |
| 1997-01-01 | 815.644547197980 |
| 1997-02-01 | 817.646279851450 |
| 1997-03-01 | 822.339276936240 |
| 1997-04-01 | 834.402498251237 |
| 1997-05-01 | 837.544626840942 |
| 1997-06-01 | 840.577655801452 |
| 1997-07-01 | 843.183853156182 |
| 1997-08-01 | 845.668721519037 |
| 1997-09-01 | 846.096301314029 |
| 1997-10-01 | 855.537548376144 |
| 1997-11-01 | 857.575908320296 |
| 1997-12-01 | 862.064506191133 |
| 1998-01-01 | 874.387694175062 |
| 1998-02-01 | 873.631720618775 |
| 1998-03-01 | 874.203158641873 |
| 1998-04-01 | 880.285119415886 |
| 1998-05-01 | 884.640045294266 |
| 1998-06-01 | 887.313502190208 |
| 1998-07-01 | 893.497526854906 |
| 1998-08-01 | 896.937866802150 |
| 1998-09-01 | 899.111710644645 |
| 1998-10-01 | 901.729768626916 |
| 1998-11-01 | 903.395572607245 |
| 1998-12-01 | 904.801479988592 |
| 1999-01-01 | 907.817148416930 |
| 1999-02-01 | 910.999579255203 |
| 1999-03-01 | 912.738730166625 |
| 1999-04-01 | 920.151907900420 |
| 1999-05-01 | 919.920726142548 |
| 1999-06-01 | 920.965472218831 |
| 1999-07-01 | 925.390048592604 |
| 1999-08-01 | 925.778629306409 |
| 1999-09-01 | 928.945817620947 |
| 1999-10-01 | 930.908842666495 |
| 1999-11-01 | 932.373269268111 |
| 1999-12-01 | 933.526639022620 |
| 2000-01-01 | 938.587545285840 |
| 2000-02-01 | 941.911191587041 |
| 2000-03-01 | 944.191288959318 |
| 2000-04-01 | 945.387132417096 |
| 2000-05-01 | 945.272061761186 |
| 2000-06-01 | 950.985430028945 |
| 2000-07-01 | 953.071909147999 |
| 2000-08-01 | 957.948680185709 |
| 2000-09-01 | 961.499545470254 |
| 2000-10-01 | 960.229132857791 |
| 2000-11-01 | 961.888484714550 |
| 2000-12-01 | 963.772025324217 |
| 2001-01-01 | 982.357394592714 |
| 2001-02-01 | 981.058832299132 |
| 2001-03-01 | 982.376907420417 |
| 2001-04-01 | 981.236175784003 |
| 2001-05-01 | 979.555300813548 |
| 2001-06-01 | 979.677963077313 |
| 2001-07-01 | 973.889699647015 |
| 2001-08-01 | 974.394739481452 |
| 2001-09-01 | 972.697449734752 |
| 2001-10-01 | 971.186580966338 |
| 2001-11-01 | 971.763468311000 |
| 2001-12-01 | 971.676199586032 |
| 2002-01-01 | 972.443302683016 |
| 2002-02-01 | 973.638106481394 |
| 2002-03-01 | 976.391049614053 |
| 2002-04-01 | 975.189414953484 |
| 2002-05-01 | 978.471671643886 |
| 2002-06-01 | 979.734656511441 |
| 2002-07-01 | 980.789260360014 |
| 2002-08-01 | 984.313982311373 |
| 2002-09-01 | 987.416275152484 |
| 2002-10-01 | 992.844662795856 |
| 2002-11-01 | 993.999017163297 |
| 2002-12-01 | 997.915316372139 |
| 2003-01-01 | 999.373569863405 |
| 2003-02-01 | 1001.185175546440 |
| 2003-03-01 | 1002.266220908830 |
| 2003-04-01 | 1006.385129294810 |
| 2003-05-01 | 1008.983261562690 |
| 2003-06-01 | 1011.016056089900 |
| 2003-07-01 | 1016.143024372250 |
| 2003-08-01 | 1018.372048082780 |
| 2003-09-01 | 1018.563356130270 |
| 2003-10-01 | 1022.591125059400 |
| 2003-11-01 | 1023.438702671430 |
| 2003-12-01 | 1021.717913833850 |
| 2004-01-01 | 1022.405786065830 |
| 2004-02-01 | 1022.265233444350 |
| 2004-03-01 | 1024.653911383360 |
| 2004-04-01 | 1028.534667658420 |
| 2004-05-01 | 1032.596874978260 |
| 2004-06-01 | 1033.401439252510 |
| 2004-07-01 | 1037.932875663870 |
| 2004-08-01 | 1037.561066012930 |
| 2004-09-01 | 1035.327137020730 |
| 2004-10-01 | 1041.403309089300 |
| 2004-11-01 | 1046.005787109550 |
| 2004-12-01 | 1047.623261875190 |
| 2005-01-01 | 1049.575640346310 |
| 2005-02-01 | 1053.025717788010 |
| 2005-03-01 | 1053.353488874010 |
| 2005-04-01 | 1058.023306820840 |
| 2005-05-01 | 1058.274516473370 |
| 2005-06-01 | 1060.652418050180 |
| 2005-07-01 | 1060.932434885400 |
| 2005-08-01 | 1062.124755363060 |
| 2005-09-01 | 1065.311556259190 |
| 2005-10-01 | 1063.081604090600 |
| 2005-11-01 | 1065.175058302740 |
| 2005-12-01 | 1068.697818581430 |
| 2006-01-01 | 1071.132374848350 |
| 2006-02-01 | 1075.231025164620 |
| 2006-03-01 | 1078.012298476140 |
| 2006-04-01 | 1077.537531407560 |
| 2006-05-01 | 1079.053617975150 |
| 2006-06-01 | 1081.530891758470 |
| 2006-07-01 | 1081.302442359810 |
| 2006-08-01 | 1083.466677242600 |
| 2006-09-01 | 1084.492290148390 |
| 2006-10-01 | 1086.658519168340 |
| 2006-11-01 | 1085.320594618050 |
| 2006-12-01 | 1086.244518452680 |
| 2007-01-01 | 1084.236641550240 |
| 2007-02-01 | 1083.826121181100 |
| 2007-03-01 | 1084.528408489420 |
| 2007-04-01 | 1080.061630038230 |
| 2007-05-01 | 1077.837420128970 |
| 2007-06-01 | 1078.172427798480 |
| 2007-07-01 | 1082.952383515880 |
| 2007-08-01 | 1081.262112892960 |
| 2007-09-01 | 1081.045288300910 |
| 2007-10-01 | 1079.969933753460 |
| 2007-11-01 | 1081.485269483110 |
| 2007-12-01 | 1080.598634871840 |
| 2008-01-01 | 1082.695635507190 |
| 2008-02-01 | 1081.309403196220 |
| 2008-03-01 | 1079.402592614220 |
| 2008-04-01 | 1078.921973903310 |
| 2008-05-01 | 1075.574045638890 |
| 2008-06-01 | 1072.598265605530 |
| 2008-07-01 | 1069.889186750720 |
| 2008-08-01 | 1064.809054394720 |
| 2008-09-01 | 1062.335580665510 |
| 2008-10-01 | 1053.605102433960 |
| 2008-11-01 | 1044.359789036900 |
| 2008-12-01 | 1037.137585204200 |
| 2009-01-01 | 1029.707038988010 |
| 2009-02-01 | 1021.360402992590 |
| 2009-03-01 | 1014.962015999920 |
| 2009-04-01 | 1006.794280614710 |
| 2009-05-01 | 1002.995051254180 |
| 2009-06-01 | 998.183638153980 |
| 2009-07-01 | 991.955627865569 |
| 2009-08-01 | 988.597809017385 |
| 2009-09-01 | 989.647390996529 |
| 2009-10-01 | 992.488589618372 |
| 2009-11-01 | 990.524521547356 |
| 2009-12-01 | 991.491686079324 |
| 2010-01-01 | 992.220523985411 |
| 2010-02-01 | 992.251977527676 |
| 2010-03-01 | 990.839518535824 |
| 2010-04-01 | 997.258422311286 |
| 2010-05-01 | 999.018096411240 |
| 2010-06-01 | 1000.550178145770 |
| 2010-07-01 | 1002.226338586660 |
| 2010-08-01 | 1002.990752093810 |
| 2010-09-01 | 1002.673671151880 |
| 2010-10-01 | 1007.422374427480 |
| 2010-11-01 | 1007.438686942500 |
| 2010-12-01 | 1009.048678233430 |
| 2011-01-01 | 1009.815647014800 |
| 2011-02-01 | 1011.026910872710 |
| 2011-03-01 | 1010.930698892330 |
| 2011-04-01 | 1009.523422629640 |
| 2011-05-01 | 1008.713340586120 |
| 2011-06-01 | 1010.847204885900 |
| 2011-07-01 | 1017.756556993920 |
| 2011-08-01 | 1017.853406149190 |
| 2011-09-01 | 1021.762784413330 |
| 2011-10-01 | 1014.744524657830 |
| 2011-11-01 | 1019.665194104430 |
| 2011-12-01 | 1022.029491471470 |
| 2012-01-01 | 1024.708604426440 |
| 2012-02-01 | 1027.805515697530 |
| 2012-03-01 | 1033.020868988350 |
| 2012-04-01 | 1039.076702131260 |
| 2012-05-01 | 1044.412822368270 |
| 2012-06-01 | 1048.728208407900 |
| 2012-07-01 | 1048.363043536200 |
| 2012-08-01 | 1050.668110275610 |
| 2012-09-01 | 1055.241172980690 |
| 2012-10-01 | 1056.436415584070 |
| 2012-11-01 | 1062.545205692850 |
| 2012-12-01 | 1064.849312733000 |
| 2013-01-01 | 1064.925884803310 |
| 2013-02-01 | 1071.417936058890 |
| 2013-03-01 | 1072.851273369610 |
| 2013-04-01 | 1076.595097992910 |
| 2013-05-01 | 1078.742160941310 |
| 2013-06-01 | 1081.438837557040 |
| 2013-07-01 | 1081.677556360980 |
| 2013-08-01 | 1083.748643439460 |
| 2013-09-01 | 1083.443624602620 |
| 2013-10-01 | 1081.064619281870 |
| 2013-11-01 | 1086.291370070390 |
| 2013-12-01 | 1086.930809176610 |
| 2014-01-01 | 1089.216066293000 |
| 2014-02-01 | 1091.880381866630 |
| 2014-03-01 | 1094.854442860350 |
| 2014-04-01 | 1098.020774142690 |
| 2014-05-01 | 1102.310004449840 |
| 2014-06-01 | 1103.780624202620 |
| 2014-07-01 | 1104.663882219650 |
| 2014-08-01 | 1108.517698328540 |
| 2014-09-01 | 1111.605235749290 |
| 2014-10-01 | 1115.765090417920 |
| 2014-11-01 | 1120.660020472760 |
| 2014-12-01 | 1124.773064297020 |
| 2015-01-01 | 1126.448987392350 |
| 2015-02-01 | 1128.367431464010 |
| 2015-03-01 | 1131.330756757250 |
| 2015-04-01 | 1133.515277185280 |
| 2015-05-01 | 1136.435069227790 |
| 2015-06-01 | 1138.719942215870 |
| 2015-07-01 | 1144.143282203230 |
| 2015-08-01 | 1146.408777999980 |
| 2015-09-01 | 1149.166575720260 |
| 2015-10-01 | 1152.307366252860 |
| 2015-11-01 | 1152.850850318980 |
| 2015-12-01 | 1156.346037599160 |
| 2016-01-01 | 1161.183618564900 |
| 2016-02-01 | 1164.142835433380 |
| 2016-03-01 | 1163.638605732210 |
| 2016-04-01 | 1166.041957119680 |
| 2016-05-01 | 1165.272338348260 |
| 2016-06-01 | 1164.265086891550 |
| 2016-07-01 | 1172.753360166280 |
| 2016-08-01 | 1173.013757673540 |
| 2016-09-01 | 1178.630085158340 |
| 2016-10-01 | 1182.812897155660 |
| 2016-11-01 | 1187.695136179150 |
| 2016-12-01 | 1188.310615366260 |
| 2017-01-01 | 1182.573709641010 |
| 2017-02-01 | 1183.804797218630 |
| 2017-03-01 | 1188.266119949530 |
| 2017-04-01 | 1189.222368214860 |
| 2017-05-01 | 1194.584728715830 |
| 2017-06-01 | 1197.734365393010 |
| 2017-07-01 | 1198.040923243120 |
| 2017-08-01 | 1201.935174801050 |
| 2017-09-01 | 1206.780570265430 |
| 2017-10-01 | 1205.591901922280 |
| 2017-11-01 | 1208.266140413920 |
| 2017-12-01 | 1212.526551616160 |
| 2018-01-01 | 1216.414549910660 |
| 2018-02-01 | 1220.431698610880 |
| 2018-03-01 | 1224.157621783910 |
| 2018-04-01 | 1221.560034704370 |
| 2018-05-01 | 1221.903307974410 |
| 2018-06-01 | 1223.257516332430 |
| 2018-07-01 | 1226.278572312960 |
| 2018-08-01 | 1229.184387414240 |
| 2018-09-01 | 1227.701021830570 |
| 2018-10-01 | 1227.720344348580 |
| 2018-11-01 | 1230.102033379670 |
| 2018-12-01 | 1231.532080756770 |
| 2019-01-01 | 1233.822090142080 |
| 2019-02-01 | 1238.120342454810 |
| 2019-03-01 | 1240.772638122580 |
| 2019-04-01 | 1243.938157173250 |
| 2019-05-01 | 1247.018972264740 |
| 2019-06-01 | 1247.744472687220 |
| 2019-07-01 | 1249.250572057130 |
| 2019-08-01 | 1249.685305101960 |
| 2019-09-01 | 1248.901498586330 |
| 2019-10-01 | 1249.498533857730 |
| 2019-11-01 | 1252.659889924100 |
| 2019-12-01 | 1251.200257172290 |
| 2020-01-01 | 1257.192232799100 |
| 2020-02-01 | 1260.272639018920 |
| 2020-03-01 | 1241.635527304590 |
| 2020-04-01 | 1022.770576479050 |
| 2020-05-01 | 1015.263734980950 |
| 2020-06-01 | 1068.041172486010 |
| 2020-07-01 | 1075.832334104670 |
| 2020-08-01 | 1079.236165597110 |
| 2020-09-01 | 1095.353489534090 |
| 2020-10-01 | 1120.953023769100 |
| 2020-11-01 | 1138.572516921540 |
| 2020-12-01 | 1126.044665882800 |
| 2021-01-01 | 1109.909236646420 |
| 2021-02-01 | 1135.793703176580 |
| 2021-03-01 | 1147.519911874720 |
| 2021-04-01 | 1160.479939366010 |
| 2021-05-01 | 1168.639582826490 |
| 2021-06-01 | 1173.875742739260 |
| 2021-07-01 | 1193.660151719930 |
| 2021-08-01 | 1196.909254972070 |
| 2021-09-01 | 1195.172636065550 |
| 2021-10-01 | 1218.089453937870 |
| 2021-11-01 | 1224.390524347640 |
| 2021-12-01 | 1231.104030781390 |
| 2022-01-01 | 1223.244346536190 |
| 2022-02-01 | 1238.597172384220 |
| 2022-03-01 | 1242.451777460750 |
| 2022-04-01 | 1246.632260552640 |
| 2022-05-01 | 1247.162257124870 |
| 2022-06-01 | 1250.317304524480 |
| 2022-07-01 | 1249.522479901040 |
| 2022-08-01 | 1251.669396146910 |
| 2022-09-01 | 1252.861221878720 |
| 2022-10-01 | 1251.804576670750 |
| 2022-11-01 | 1252.709945269290 |
| 2022-12-01 | 1253.218756681900 |
| 2023-01-01 | 1247.725534333170 |
| 2023-02-01 | 1252.579955103730 |
| 2023-03-01 | 1253.663487145150 |
| 2023-04-01 | 1252.891073694800 |
| 2023-05-01 | 1257.674750449380 |
| 2023-06-01 | 1258.846007753300 |
| 2023-07-01 | 1258.454805546270 |
| 2023-08-01 | 1259.616058550910 |
| 2023-09-01 | 1260.889633545280 |
| 2023-10-01 | 1256.626040983560 |
| 2023-11-01 | 1257.257825779020 |
| 2023-12-01 | 1259.849046815530 |
| 2024-01-01 | 1267.898645246310 |
| 2024-02-01 | 1266.599747460320 |
| 2024-03-01 | 1265.099955520400 |
| 2024-04-01 | 1263.501457905160 |
| 2024-05-01 | 1263.989782932690 |
| 2024-06-01 | 1262.832824975360 |
| 2024-07-01 | 1267.253340833480 |
| 2024-08-01 | 1265.801815622900 |
| 2024-09-01 | 1263.604988827700 |
| 2024-10-01 | 1271.428579001360 |
| 2024-11-01 | 1271.793119328230 |
| 2024-12-01 | 1268.739964484760 |
| 2025-01-01 | 1265.562338151220 |
| 2025-02-01 | 1269.336380354760 |
| 2025-03-01 | 1269.651903763580 |
| 2025-04-01 | 1275.345363242950 |
| 2025-05-01 | 1276.169100650090 |
| 2025-06-01 | 1272.006157281710 |
| 2025-07-01 | 1275.003927470830 |
| 2025-08-01 | 1280.166203940680 |
| 2025-09-01 | 1277.046794439160 |
| 2025-10-01 | 1280.049902304100 |
| 2025-11-01 | 1281.137436552940 |
| 2025-12-01 | 1283.748372094360 |
| 2026-01-01 | 1287.738150385460 |
| 2026-02-01 | 1286.327608740840 |
| 2026-03-01 | 1291.625887138070 |
| 2026-04-01 | 1290.087572310900 |
| 2026-05-01 | 1291.712135891040 |
| 2026-06-01 | 1299.473635208000 |
| 2026-07-01 | 1296.944755037230 |