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 2026-05-01 |
| Last Updated | 2026-06-24 10:50 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 | 745.713128951477 |
| 1990-02-01 | 748.623455717518 |
| 1990-03-01 | 748.310764868096 |
| 1990-04-01 | 747.435456751337 |
| 1990-05-01 | 747.705631016839 |
| 1990-06-01 | 749.236924915264 |
| 1990-07-01 | 750.336217160016 |
| 1990-08-01 | 752.236530902448 |
| 1990-09-01 | 750.728776803315 |
| 1990-10-01 | 752.140939935733 |
| 1990-11-01 | 753.856723717551 |
| 1990-12-01 | 751.133065076863 |
| 1991-01-01 | 760.348113038078 |
| 1991-02-01 | 756.120154863718 |
| 1991-03-01 | 750.890199368371 |
| 1991-04-01 | 756.697871020118 |
| 1991-05-01 | 755.426452122700 |
| 1991-06-01 | 755.868643061539 |
| 1991-07-01 | 753.923948593660 |
| 1991-08-01 | 753.658175796695 |
| 1991-09-01 | 754.258995072871 |
| 1991-10-01 | 755.354349388566 |
| 1991-11-01 | 751.907954895127 |
| 1991-12-01 | 747.148461977496 |
| 1992-01-01 | 752.147372828859 |
| 1992-02-01 | 748.538650358302 |
| 1992-03-01 | 750.669279842974 |
| 1992-04-01 | 753.593474208818 |
| 1992-05-01 | 753.690957086555 |
| 1992-06-01 | 753.620213670816 |
| 1992-07-01 | 755.668445865649 |
| 1992-08-01 | 755.046933796039 |
| 1992-09-01 | 755.399904994926 |
| 1992-10-01 | 760.296547760656 |
| 1992-11-01 | 759.424128908367 |
| 1992-12-01 | 757.580919334455 |
| 1993-01-01 | 758.138708919759 |
| 1993-02-01 | 757.910913535182 |
| 1993-03-01 | 758.790333035233 |
| 1993-04-01 | 757.415331200582 |
| 1993-05-01 | 759.151027670344 |
| 1993-06-01 | 758.031646563690 |
| 1993-07-01 | 758.608690417095 |
| 1993-08-01 | 759.351353085023 |
| 1993-09-01 | 760.585061354600 |
| 1993-10-01 | 759.738555953501 |
| 1993-11-01 | 758.568735160476 |
| 1993-12-01 | 760.923570573683 |
| 1994-01-01 | 760.119353609795 |
| 1994-02-01 | 761.665173922356 |
| 1994-03-01 | 763.704514455890 |
| 1994-04-01 | 763.218773502068 |
| 1994-05-01 | 762.153522528179 |
| 1994-06-01 | 763.354326510312 |
| 1994-07-01 | 766.695025712782 |
| 1994-08-01 | 768.006044377721 |
| 1994-09-01 | 770.905110964577 |
| 1994-10-01 | 771.065048863841 |
| 1994-11-01 | 774.696571488672 |
| 1994-12-01 | 777.153109485563 |
| 1995-01-01 | 779.721574349453 |
| 1995-02-01 | 782.240608851370 |
| 1995-03-01 | 782.486150045332 |
| 1995-04-01 | 782.912464701644 |
| 1995-05-01 | 784.945857006582 |
| 1995-06-01 | 788.888619101074 |
| 1995-07-01 | 785.797490296700 |
| 1995-08-01 | 792.049614688939 |
| 1995-09-01 | 793.672603184788 |
| 1995-10-01 | 792.484091031125 |
| 1995-11-01 | 797.252329850816 |
| 1995-12-01 | 799.424907998048 |
| 1996-01-01 | 799.967303794079 |
| 1996-02-01 | 801.647906191580 |
| 1996-03-01 | 801.868503479600 |
| 1996-04-01 | 804.658263891958 |
| 1996-05-01 | 807.617651130042 |
| 1996-06-01 | 809.022176657069 |
| 1996-07-01 | 805.320446343612 |
| 1996-08-01 | 808.336307984370 |
| 1996-09-01 | 808.335228814991 |
| 1996-10-01 | 809.321076879459 |
| 1996-11-01 | 812.920041277322 |
| 1996-12-01 | 815.040531208172 |
| 1997-01-01 | 815.644387323032 |
| 1997-02-01 | 817.646644872429 |
| 1997-03-01 | 822.338469875661 |
| 1997-04-01 | 834.400838300622 |
| 1997-05-01 | 837.542969504304 |
| 1997-06-01 | 840.576664755518 |
| 1997-07-01 | 843.182801966911 |
| 1997-08-01 | 845.668406671983 |
| 1997-09-01 | 846.097330631060 |
| 1997-10-01 | 855.539859800704 |
| 1997-11-01 | 857.577526684423 |
| 1997-12-01 | 862.069225764325 |
| 1998-01-01 | 874.385741240532 |
| 1998-02-01 | 873.630883422943 |
| 1998-03-01 | 874.201486134700 |
| 1998-04-01 | 880.282874925943 |
| 1998-05-01 | 884.637841430055 |
| 1998-06-01 | 887.312280524538 |
| 1998-07-01 | 893.496446878633 |
| 1998-08-01 | 896.937937135634 |
| 1998-09-01 | 899.113683315147 |
| 1998-10-01 | 901.732912921767 |
| 1998-11-01 | 903.398287647480 |
| 1998-12-01 | 904.808622034106 |
| 1999-01-01 | 907.813079794707 |
| 1999-02-01 | 910.997117232424 |
| 1999-03-01 | 912.735671802661 |
| 1999-04-01 | 920.149592064868 |
| 1999-05-01 | 919.918180370774 |
| 1999-06-01 | 920.964208590234 |
| 1999-07-01 | 925.389173024244 |
| 1999-08-01 | 925.779276196726 |
| 1999-09-01 | 928.948689872758 |
| 1999-10-01 | 930.912297722508 |
| 1999-11-01 | 932.377228839132 |
| 1999-12-01 | 933.535202695633 |
| 2000-01-01 | 938.581562717367 |
| 2000-02-01 | 941.907078847850 |
| 2000-03-01 | 944.187369259367 |
| 2000-04-01 | 945.384895795704 |
| 2000-05-01 | 945.269543300375 |
| 2000-06-01 | 950.984411937591 |
| 2000-07-01 | 953.071446977279 |
| 2000-08-01 | 957.949901260456 |
| 2000-09-01 | 961.502896200999 |
| 2000-10-01 | 960.232535028763 |
| 2000-11-01 | 961.892811537398 |
| 2000-12-01 | 963.780354712405 |
| 2001-01-01 | 982.350985356346 |
| 2001-02-01 | 981.053727476925 |
| 2001-03-01 | 982.372633821981 |
| 2001-04-01 | 981.234360297818 |
| 2001-05-01 | 979.552971280367 |
| 2001-06-01 | 979.677313862729 |
| 2001-07-01 | 973.889639782096 |
| 2001-08-01 | 974.396195994619 |
| 2001-09-01 | 972.700748595948 |
| 2001-10-01 | 971.189258045442 |
| 2001-11-01 | 971.767687733461 |
| 2001-12-01 | 971.683297632719 |
| 2002-01-01 | 972.437276862684 |
| 2002-02-01 | 973.633082179200 |
| 2002-03-01 | 976.387686603598 |
| 2002-04-01 | 975.187955041702 |
| 2002-05-01 | 978.469887709665 |
| 2002-06-01 | 979.734506308159 |
| 2002-07-01 | 980.789527619975 |
| 2002-08-01 | 984.315327332506 |
| 2002-09-01 | 987.418994371236 |
| 2002-10-01 | 992.846707245959 |
| 2002-11-01 | 994.002102666169 |
| 2002-12-01 | 997.919978685305 |
| 2003-01-01 | 999.369325352017 |
| 2003-02-01 | 1001.181164175090 |
| 2003-03-01 | 1002.263710934550 |
| 2003-04-01 | 1006.384283330140 |
| 2003-05-01 | 1008.982026220960 |
| 2003-06-01 | 1011.016133089390 |
| 2003-07-01 | 1016.143464238000 |
| 2003-08-01 | 1018.373049765830 |
| 2003-09-01 | 1018.565314296190 |
| 2003-10-01 | 1022.592402189970 |
| 2003-11-01 | 1023.440592648950 |
| 2003-12-01 | 1021.720045332790 |
| 2004-01-01 | 1022.403560548710 |
| 2004-02-01 | 1022.262675001240 |
| 2004-03-01 | 1024.652409160900 |
| 2004-04-01 | 1028.534257782840 |
| 2004-05-01 | 1032.596226887970 |
| 2004-06-01 | 1033.401607084130 |
| 2004-07-01 | 1037.933308773960 |
| 2004-08-01 | 1037.561656793330 |
| 2004-09-01 | 1035.328270062350 |
| 2004-10-01 | 1041.404017016630 |
| 2004-11-01 | 1046.006413465080 |
| 2004-12-01 | 1047.623472378860 |
| 2005-01-01 | 1049.575330042980 |
| 2005-02-01 | 1053.024441368680 |
| 2005-03-01 | 1053.352804462470 |
| 2005-04-01 | 1058.023194478750 |
| 2005-05-01 | 1058.274161118530 |
| 2005-06-01 | 1060.652481860460 |
| 2005-07-01 | 1060.932726439250 |
| 2005-08-01 | 1062.124943607590 |
| 2005-09-01 | 1065.312207967460 |
| 2005-10-01 | 1063.081884074050 |
| 2005-11-01 | 1065.175187910310 |
| 2005-12-01 | 1068.697832195920 |
| 2006-01-01 | 1071.132271671850 |
| 2006-02-01 | 1075.230449074680 |
| 2006-03-01 | 1078.012107073160 |
| 2006-04-01 | 1077.537490162600 |
| 2006-05-01 | 1079.053466220910 |
| 2006-06-01 | 1081.530928187330 |
| 2006-07-01 | 1081.302567658340 |
| 2006-08-01 | 1083.466681964370 |
| 2006-09-01 | 1084.492673485380 |
| 2006-10-01 | 1086.658727696520 |
| 2006-11-01 | 1085.320527614260 |
| 2006-12-01 | 1086.244465317240 |
| 2007-01-01 | 1084.236608469190 |
| 2007-02-01 | 1083.825892090570 |
| 2007-03-01 | 1084.528304803870 |
| 2007-04-01 | 1080.061654857190 |
| 2007-05-01 | 1077.837340300260 |
| 2007-06-01 | 1078.172422939120 |
| 2007-07-01 | 1082.952430830280 |
| 2007-08-01 | 1081.262104699510 |
| 2007-09-01 | 1081.045562102790 |
| 2007-10-01 | 1079.970041061350 |
| 2007-11-01 | 1081.485231051990 |
| 2007-12-01 | 1080.598583706370 |
| 2008-01-01 | 1082.695575041020 |
| 2008-02-01 | 1081.309336585330 |
| 2008-03-01 | 1079.402446460010 |
| 2008-04-01 | 1078.921982587430 |
| 2008-05-01 | 1075.574047712010 |
| 2008-06-01 | 1072.598279070620 |
| 2008-07-01 | 1069.889232352130 |
| 2008-08-01 | 1064.809083395910 |
| 2008-09-01 | 1062.335757258670 |
| 2008-10-01 | 1053.605080305360 |
| 2008-11-01 | 1044.359776780150 |
| 2008-12-01 | 1037.137548068870 |
| 2009-01-01 | 1029.706984146630 |
| 2009-02-01 | 1021.360348358730 |
| 2009-03-01 | 1014.961909815490 |
| 2009-04-01 | 1006.794275442380 |
| 2009-05-01 | 1002.995073420930 |
| 2009-06-01 | 998.183803593924 |
| 2009-07-01 | 991.955652356633 |
| 2009-08-01 | 988.597820636471 |
| 2009-09-01 | 989.647508862580 |
| 2009-10-01 | 992.488432647366 |
| 2009-11-01 | 990.524518339332 |
| 2009-12-01 | 991.491656695332 |
| 2010-01-01 | 992.220476669285 |
| 2010-02-01 | 992.251927234411 |
| 2010-03-01 | 990.839441991252 |
| 2010-04-01 | 997.258401465651 |
| 2010-05-01 | 999.018138193658 |
| 2010-06-01 | 1000.550499775200 |
| 2010-07-01 | 1002.226340221470 |
| 2010-08-01 | 1002.990728851990 |
| 2010-09-01 | 1002.673748871390 |
| 2010-10-01 | 1007.422142758910 |
| 2010-11-01 | 1007.438682111230 |
| 2010-12-01 | 1009.048661292820 |
| 2011-01-01 | 1009.815618645160 |
| 2011-02-01 | 1011.026854368320 |
| 2011-03-01 | 1010.930593542640 |
| 2011-04-01 | 1009.523296760100 |
| 2011-05-01 | 1008.713337376630 |
| 2011-06-01 | 1010.847694221980 |
| 2011-07-01 | 1017.756651932330 |
| 2011-08-01 | 1017.853548135330 |
| 2011-09-01 | 1021.762972926730 |
| 2011-10-01 | 1014.744252866600 |
| 2011-11-01 | 1019.665018529730 |
| 2011-12-01 | 1022.029247575270 |
| 2012-01-01 | 1024.708426767660 |
| 2012-02-01 | 1027.805408587650 |
| 2012-03-01 | 1033.020745581000 |
| 2012-04-01 | 1039.076523311940 |
| 2012-05-01 | 1044.412812471970 |
| 2012-06-01 | 1048.728862540560 |
| 2012-07-01 | 1048.363575067840 |
| 2012-08-01 | 1050.668826963040 |
| 2012-09-01 | 1055.241728816550 |
| 2012-10-01 | 1056.435994860720 |
| 2012-11-01 | 1062.544331538710 |
| 2012-12-01 | 1064.848216584550 |
| 2013-01-01 | 1064.925133905600 |
| 2013-02-01 | 1071.417806020900 |
| 2013-03-01 | 1072.851607125540 |
| 2013-04-01 | 1076.595507399240 |
| 2013-05-01 | 1078.741391496540 |
| 2013-06-01 | 1081.439752374410 |
| 2013-07-01 | 1081.679086217740 |
| 2013-08-01 | 1083.750423852340 |
| 2013-09-01 | 1083.445192940160 |
| 2013-10-01 | 1081.065542707780 |
| 2013-11-01 | 1086.286990384800 |
| 2013-12-01 | 1086.928088883770 |
| 2014-01-01 | 1089.212323805760 |
| 2014-02-01 | 1091.882083268410 |
| 2014-03-01 | 1094.856398211490 |
| 2014-04-01 | 1098.022536899500 |
| 2014-05-01 | 1102.308741372200 |
| 2014-06-01 | 1103.781614149630 |
| 2014-07-01 | 1104.666244909030 |
| 2014-08-01 | 1108.520418940290 |
| 2014-09-01 | 1111.607893249350 |
| 2014-10-01 | 1115.767219041280 |
| 2014-11-01 | 1120.652108827920 |
| 2014-12-01 | 1124.768583326420 |
| 2015-01-01 | 1126.441142759430 |
| 2015-02-01 | 1128.369045306480 |
| 2015-03-01 | 1131.339659087460 |
| 2015-04-01 | 1133.516377316810 |
| 2015-05-01 | 1136.432180780570 |
| 2015-06-01 | 1138.720707545920 |
| 2015-07-01 | 1144.146452401710 |
| 2015-08-01 | 1146.413316157310 |
| 2015-09-01 | 1149.170269343630 |
| 2015-10-01 | 1152.311393376110 |
| 2015-11-01 | 1152.840245422790 |
| 2015-12-01 | 1156.340521919530 |
| 2016-01-01 | 1161.171574023960 |
| 2016-02-01 | 1164.143449020860 |
| 2016-03-01 | 1163.653087864220 |
| 2016-04-01 | 1166.040634202280 |
| 2016-05-01 | 1165.268476211930 |
| 2016-06-01 | 1164.265757417900 |
| 2016-07-01 | 1172.757225048240 |
| 2016-08-01 | 1173.020902586910 |
| 2016-09-01 | 1178.634872759410 |
| 2016-10-01 | 1182.816173651610 |
| 2016-11-01 | 1187.681880834400 |
| 2016-12-01 | 1188.316991538950 |
| 2017-01-01 | 1182.556346406790 |
| 2017-02-01 | 1183.799310592810 |
| 2017-03-01 | 1188.280257495910 |
| 2017-04-01 | 1189.219143292250 |
| 2017-05-01 | 1194.570954797410 |
| 2017-06-01 | 1197.741247514650 |
| 2017-07-01 | 1198.046899421720 |
| 2017-08-01 | 1201.947166606880 |
| 2017-09-01 | 1206.790029804900 |
| 2017-10-01 | 1205.595936377430 |
| 2017-11-01 | 1208.246170139580 |
| 2017-12-01 | 1212.547959943900 |
| 2018-01-01 | 1216.395787891850 |
| 2018-02-01 | 1220.416807458560 |
| 2018-03-01 | 1224.162551763370 |
| 2018-04-01 | 1221.554870401470 |
| 2018-05-01 | 1221.879161403200 |
| 2018-06-01 | 1223.273713290720 |
| 2018-07-01 | 1226.287934866030 |
| 2018-08-01 | 1229.203036741580 |
| 2018-09-01 | 1227.712410132020 |
| 2018-10-01 | 1227.725727505180 |
| 2018-11-01 | 1230.077929494430 |
| 2018-12-01 | 1231.567645925150 |
| 2019-01-01 | 1233.808956243820 |
| 2019-02-01 | 1238.092105109360 |
| 2019-03-01 | 1240.765368488760 |
| 2019-04-01 | 1243.929318008750 |
| 2019-05-01 | 1246.982047948370 |
| 2019-06-01 | 1247.768580987360 |
| 2019-07-01 | 1249.264243581590 |
| 2019-08-01 | 1249.713011521000 |
| 2019-09-01 | 1248.915499186400 |
| 2019-10-01 | 1249.507805883440 |
| 2019-11-01 | 1252.638271694510 |
| 2019-12-01 | 1251.245839034200 |
| 2020-01-01 | 1257.164927204400 |
| 2020-02-01 | 1260.246651700810 |
| 2020-03-01 | 1241.619338145160 |
| 2020-04-01 | 1022.759734457570 |
| 2020-05-01 | 1015.231869500160 |
| 2020-06-01 | 1068.063501196210 |
| 2020-07-01 | 1075.838985952250 |
| 2020-08-01 | 1079.249387457020 |
| 2020-09-01 | 1095.403934113720 |
| 2020-10-01 | 1120.950801179980 |
| 2020-11-01 | 1138.546052164990 |
| 2020-12-01 | 1126.077054741370 |
| 2021-01-01 | 1109.913042605400 |
| 2021-02-01 | 1135.763311772500 |
| 2021-03-01 | 1147.494717191080 |
| 2021-04-01 | 1160.468237365120 |
| 2021-05-01 | 1168.601329037650 |
| 2021-06-01 | 1173.893239011780 |
| 2021-07-01 | 1193.656709211400 |
| 2021-08-01 | 1196.909372564990 |
| 2021-09-01 | 1195.269697287820 |
| 2021-10-01 | 1218.081509025210 |
| 2021-11-01 | 1224.361111115710 |
| 2021-12-01 | 1231.125340318570 |
| 2022-01-01 | 1223.263946021760 |
| 2022-02-01 | 1238.569830276140 |
| 2022-03-01 | 1242.425672437670 |
| 2022-04-01 | 1246.619857321020 |
| 2022-05-01 | 1247.129628074210 |
| 2022-06-01 | 1250.316117823230 |
| 2022-07-01 | 1249.523904005870 |
| 2022-08-01 | 1251.588794825540 |
| 2022-09-01 | 1253.022541047880 |
| 2022-10-01 | 1251.802426402230 |
| 2022-11-01 | 1252.694163938270 |
| 2022-12-01 | 1253.223026970250 |
| 2023-01-01 | 1247.778708768410 |
| 2023-02-01 | 1252.533898940420 |
| 2023-03-01 | 1253.708369637790 |
| 2023-04-01 | 1252.827618195850 |
| 2023-05-01 | 1257.620977748230 |
| 2023-06-01 | 1258.861172217650 |
| 2023-07-01 | 1258.425116455620 |
| 2023-08-01 | 1259.433758027830 |
| 2023-09-01 | 1261.138148071990 |
| 2023-10-01 | 1256.621004954310 |
| 2023-11-01 | 1257.265591662120 |
| 2023-12-01 | 1259.898211705290 |
| 2024-01-01 | 1267.937781306270 |
| 2024-02-01 | 1266.554238136130 |
| 2024-03-01 | 1265.238659557800 |
| 2024-04-01 | 1263.363264962250 |
| 2024-05-01 | 1263.857399801880 |
| 2024-06-01 | 1262.904488337450 |
| 2024-07-01 | 1267.183401365490 |
| 2024-08-01 | 1265.488993964780 |
| 2024-09-01 | 1263.978836949910 |
| 2024-10-01 | 1271.412015993000 |
| 2024-11-01 | 1271.812046078470 |
| 2024-12-01 | 1268.843303720800 |
| 2025-01-01 | 1265.631771578660 |
| 2025-02-01 | 1269.266438239250 |
| 2025-03-01 | 1269.891798843950 |
| 2025-04-01 | 1275.117909735070 |
| 2025-05-01 | 1275.926286528830 |
| 2025-06-01 | 1272.142089597020 |
| 2025-07-01 | 1274.884954376560 |
| 2025-08-01 | 1279.774040896740 |
| 2025-09-01 | 1277.523811878370 |
| 2025-10-01 | 1280.020920800320 |
| 2025-11-01 | 1281.164188770630 |
| 2025-12-01 | 1283.927305861850 |
| 2026-01-01 | 1287.806405420430 |
| 2026-02-01 | 1286.258889630120 |
| 2026-03-01 | 1291.933476654150 |
| 2026-04-01 | 1289.805878624760 |
| 2026-05-01 | 1290.867517297360 |