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 2026-04-01 |
| Last Updated | 2026-05-26 2:33 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 | 745.713130838058 |
| 1990-02-01 | 748.623455978473 |
| 1990-03-01 | 748.310764310561 |
| 1990-04-01 | 747.435456371223 |
| 1990-05-01 | 747.705630603925 |
| 1990-06-01 | 749.236924438481 |
| 1990-07-01 | 750.336216739758 |
| 1990-08-01 | 752.236530575439 |
| 1990-09-01 | 750.728776545511 |
| 1990-10-01 | 752.140940951861 |
| 1990-11-01 | 753.856723423123 |
| 1990-12-01 | 751.133065181003 |
| 1991-01-01 | 760.348114759143 |
| 1991-02-01 | 756.120155126137 |
| 1991-03-01 | 750.890198932757 |
| 1991-04-01 | 756.697870730705 |
| 1991-05-01 | 755.426451740661 |
| 1991-06-01 | 755.868642491489 |
| 1991-07-01 | 753.923947991192 |
| 1991-08-01 | 753.658175276326 |
| 1991-09-01 | 754.258994698495 |
| 1991-10-01 | 755.354350285602 |
| 1991-11-01 | 751.907954789079 |
| 1991-12-01 | 747.148462444859 |
| 1992-01-01 | 752.147374704532 |
| 1992-02-01 | 748.538651320684 |
| 1992-03-01 | 750.669279996094 |
| 1992-04-01 | 753.593473941160 |
| 1992-05-01 | 753.690956018408 |
| 1992-06-01 | 753.620211860532 |
| 1992-07-01 | 755.668443847931 |
| 1992-08-01 | 755.046932134870 |
| 1992-09-01 | 755.399904217464 |
| 1992-10-01 | 760.296550649608 |
| 1992-11-01 | 759.424130256545 |
| 1992-12-01 | 757.580921506143 |
| 1993-01-01 | 758.138712055316 |
| 1993-02-01 | 757.910915623608 |
| 1993-03-01 | 758.790333020006 |
| 1993-04-01 | 757.415329435772 |
| 1993-05-01 | 759.151024262776 |
| 1993-06-01 | 758.031644426800 |
| 1993-07-01 | 758.608681939741 |
| 1993-08-01 | 759.351350362875 |
| 1993-09-01 | 760.585061120184 |
| 1993-10-01 | 759.738562660782 |
| 1993-11-01 | 758.568740742797 |
| 1993-12-01 | 760.923576721218 |
| 1994-01-01 | 760.119358809797 |
| 1994-02-01 | 761.665177750592 |
| 1994-03-01 | 763.704517277718 |
| 1994-04-01 | 763.218763705538 |
| 1994-05-01 | 762.153513884661 |
| 1994-06-01 | 763.354322876405 |
| 1994-07-01 | 766.695008446791 |
| 1994-08-01 | 768.006036788326 |
| 1994-09-01 | 770.905112177017 |
| 1994-10-01 | 771.065070402602 |
| 1994-11-01 | 774.696574924864 |
| 1994-12-01 | 777.153138159800 |
| 1995-01-01 | 779.721575752642 |
| 1995-02-01 | 782.240619253281 |
| 1995-03-01 | 782.486134844587 |
| 1995-04-01 | 782.912449995033 |
| 1995-05-01 | 784.945842102677 |
| 1995-06-01 | 788.888611141673 |
| 1995-07-01 | 785.797462122639 |
| 1995-08-01 | 792.049603055703 |
| 1995-09-01 | 793.672610380801 |
| 1995-10-01 | 792.484133898763 |
| 1995-11-01 | 797.252339029586 |
| 1995-12-01 | 799.424965341601 |
| 1996-01-01 | 799.967299836895 |
| 1996-02-01 | 801.647916201548 |
| 1996-03-01 | 801.868459896263 |
| 1996-04-01 | 804.658240574110 |
| 1996-05-01 | 807.617624723807 |
| 1996-06-01 | 809.022158491213 |
| 1996-07-01 | 805.320410373045 |
| 1996-08-01 | 808.336295520551 |
| 1996-09-01 | 808.335249775646 |
| 1996-10-01 | 809.321150316039 |
| 1996-11-01 | 812.920059796848 |
| 1996-12-01 | 815.040642536239 |
| 1997-01-01 | 815.644365731247 |
| 1997-02-01 | 817.646638250016 |
| 1997-03-01 | 822.338378702129 |
| 1997-04-01 | 834.400802623151 |
| 1997-05-01 | 837.542926768279 |
| 1997-06-01 | 840.576631906387 |
| 1997-07-01 | 843.182757941966 |
| 1997-08-01 | 845.668401236857 |
| 1997-09-01 | 846.097380047420 |
| 1997-10-01 | 855.539962925808 |
| 1997-11-01 | 857.577590139867 |
| 1997-12-01 | 862.069441882354 |
| 1998-01-01 | 874.385640030825 |
| 1998-02-01 | 873.630822232564 |
| 1998-03-01 | 874.201352029815 |
| 1998-04-01 | 880.282815670537 |
| 1998-05-01 | 884.637778011733 |
| 1998-06-01 | 887.312237573566 |
| 1998-07-01 | 893.496403411024 |
| 1998-08-01 | 896.937946787711 |
| 1998-09-01 | 899.113770281389 |
| 1998-10-01 | 901.733051147012 |
| 1998-11-01 | 903.398398763688 |
| 1998-12-01 | 904.808947477364 |
| 1999-01-01 | 907.812887481586 |
| 1999-02-01 | 910.996989484555 |
| 1999-03-01 | 912.735484130700 |
| 1999-04-01 | 920.149520827717 |
| 1999-05-01 | 919.918100693513 |
| 1999-06-01 | 920.964161418599 |
| 1999-07-01 | 925.389139358123 |
| 1999-08-01 | 925.779308837064 |
| 1999-09-01 | 928.948812314203 |
| 1999-10-01 | 930.912448976719 |
| 1999-11-01 | 932.377397155742 |
| 1999-12-01 | 933.535588874082 |
| 2000-01-01 | 938.581289434681 |
| 2000-02-01 | 941.906884388593 |
| 2000-03-01 | 944.187161524330 |
| 2000-04-01 | 945.384816513768 |
| 2000-05-01 | 945.269456804952 |
| 2000-06-01 | 950.984372745302 |
| 2000-07-01 | 953.071431622712 |
| 2000-08-01 | 957.949956171809 |
| 2000-09-01 | 961.503037261005 |
| 2000-10-01 | 960.232683766065 |
| 2000-11-01 | 961.892998614337 |
| 2000-12-01 | 963.780727663834 |
| 2001-01-01 | 982.350696824165 |
| 2001-02-01 | 981.053495872907 |
| 2001-03-01 | 982.372430220107 |
| 2001-04-01 | 981.234285587651 |
| 2001-05-01 | 979.552886647117 |
| 2001-06-01 | 979.677286925950 |
| 2001-07-01 | 973.889640081398 |
| 2001-08-01 | 974.396260382665 |
| 2001-09-01 | 972.700887191030 |
| 2001-10-01 | 971.189375976881 |
| 2001-11-01 | 971.767873177528 |
| 2001-12-01 | 971.683612446004 |
| 2002-01-01 | 972.437008207190 |
| 2002-02-01 | 973.632857047913 |
| 2002-03-01 | 976.387534723655 |
| 2002-04-01 | 975.187891757860 |
| 2002-05-01 | 978.469819481241 |
| 2002-06-01 | 979.734499439838 |
| 2002-07-01 | 980.789540804366 |
| 2002-08-01 | 984.315385858777 |
| 2002-09-01 | 987.419109195754 |
| 2002-10-01 | 992.846797913986 |
| 2002-11-01 | 994.002238438189 |
| 2002-12-01 | 997.920185576497 |
| 2003-01-01 | 999.369136996097 |
| 2003-02-01 | 1001.180986070150 |
| 2003-03-01 | 1002.263599226660 |
| 2003-04-01 | 1006.384245821590 |
| 2003-05-01 | 1008.981977242840 |
| 2003-06-01 | 1011.016136062380 |
| 2003-07-01 | 1016.143484248810 |
| 2003-08-01 | 1018.373093100160 |
| 2003-09-01 | 1018.565397685760 |
| 2003-10-01 | 1022.592459474780 |
| 2003-11-01 | 1023.440675885290 |
| 2003-12-01 | 1021.720139722390 |
| 2004-01-01 | 1022.403461971970 |
| 2004-02-01 | 1022.262561715980 |
| 2004-03-01 | 1024.652342637910 |
| 2004-04-01 | 1028.534240392100 |
| 2004-05-01 | 1032.596198938860 |
| 2004-06-01 | 1033.401614929380 |
| 2004-07-01 | 1037.933328330150 |
| 2004-08-01 | 1037.561682171200 |
| 2004-09-01 | 1035.328319139670 |
| 2004-10-01 | 1041.404048917870 |
| 2004-11-01 | 1046.006440917150 |
| 2004-12-01 | 1047.623481697290 |
| 2005-01-01 | 1049.575316401980 |
| 2005-02-01 | 1053.024384899750 |
| 2005-03-01 | 1053.352773838640 |
| 2005-04-01 | 1058.023189741170 |
| 2005-05-01 | 1058.274145662660 |
| 2005-06-01 | 1060.652484821340 |
| 2005-07-01 | 1060.932739229060 |
| 2005-08-01 | 1062.124951790600 |
| 2005-09-01 | 1065.312236394360 |
| 2005-10-01 | 1063.081897086400 |
| 2005-11-01 | 1065.175193701350 |
| 2005-12-01 | 1068.697832873250 |
| 2006-01-01 | 1071.132267193110 |
| 2006-02-01 | 1075.230423648220 |
| 2006-03-01 | 1078.012098091130 |
| 2006-04-01 | 1077.537488366440 |
| 2006-05-01 | 1079.053459434890 |
| 2006-06-01 | 1081.530929500620 |
| 2006-07-01 | 1081.302572646200 |
| 2006-08-01 | 1083.466682194150 |
| 2006-09-01 | 1084.492690522800 |
| 2006-10-01 | 1086.658738052100 |
| 2006-11-01 | 1085.320525228630 |
| 2006-12-01 | 1086.244463238380 |
| 2007-01-01 | 1084.236607060850 |
| 2007-02-01 | 1083.825881970240 |
| 2007-03-01 | 1084.528299718450 |
| 2007-04-01 | 1080.061655705580 |
| 2007-05-01 | 1077.837335881670 |
| 2007-06-01 | 1078.172421616570 |
| 2007-07-01 | 1082.952431659130 |
| 2007-08-01 | 1081.262103936820 |
| 2007-09-01 | 1081.045574030850 |
| 2007-10-01 | 1079.970051598560 |
| 2007-11-01 | 1081.485229703320 |
| 2007-12-01 | 1080.598581458040 |
| 2008-01-01 | 1082.695572324050 |
| 2008-02-01 | 1081.309333726320 |
| 2008-03-01 | 1079.402439364980 |
| 2008-04-01 | 1078.921981942790 |
| 2008-05-01 | 1075.574045383640 |
| 2008-06-01 | 1072.598276905370 |
| 2008-07-01 | 1069.889230951150 |
| 2008-08-01 | 1064.809083379470 |
| 2008-09-01 | 1062.335765931220 |
| 2008-10-01 | 1053.605094476120 |
| 2008-11-01 | 1044.359776007970 |
| 2008-12-01 | 1037.137545741630 |
| 2009-01-01 | 1029.706980906490 |
| 2009-02-01 | 1021.360345282750 |
| 2009-03-01 | 1014.961904196180 |
| 2009-04-01 | 1006.794273696920 |
| 2009-05-01 | 1002.995069290010 |
| 2009-06-01 | 998.183804114693 |
| 2009-07-01 | 991.955648480055 |
| 2009-08-01 | 988.597820014566 |
| 2009-09-01 | 989.647517436876 |
| 2009-10-01 | 992.488450862558 |
| 2009-11-01 | 990.524519828182 |
| 2009-12-01 | 991.491655783951 |
| 2010-01-01 | 992.220466921059 |
| 2010-02-01 | 992.251924143367 |
| 2010-03-01 | 990.839437789336 |
| 2010-04-01 | 997.258397712500 |
| 2010-05-01 | 999.018130718274 |
| 2010-06-01 | 1000.550503388330 |
| 2010-07-01 | 1002.226333772820 |
| 2010-08-01 | 1002.990724843800 |
| 2010-09-01 | 1002.673753743790 |
| 2010-10-01 | 1007.422192035830 |
| 2010-11-01 | 1007.438678365120 |
| 2010-12-01 | 1009.048656199210 |
| 2011-01-01 | 1009.815597668990 |
| 2011-02-01 | 1011.026846965010 |
| 2011-03-01 | 1010.930586773040 |
| 2011-04-01 | 1009.523289907140 |
| 2011-05-01 | 1008.713328003050 |
| 2011-06-01 | 1010.847702379880 |
| 2011-07-01 | 1017.756643750050 |
| 2011-08-01 | 1017.853544409390 |
| 2011-09-01 | 1021.762984427410 |
| 2011-10-01 | 1014.744345223420 |
| 2011-11-01 | 1019.665019845620 |
| 2011-12-01 | 1022.029240095600 |
| 2012-01-01 | 1024.708387449530 |
| 2012-02-01 | 1027.805384174240 |
| 2012-03-01 | 1033.020719910910 |
| 2012-04-01 | 1039.076494024190 |
| 2012-05-01 | 1044.412758150630 |
| 2012-06-01 | 1048.728817201710 |
| 2012-07-01 | 1048.363538422450 |
| 2012-08-01 | 1050.668855157340 |
| 2012-09-01 | 1055.241849067370 |
| 2012-10-01 | 1056.436271303970 |
| 2012-11-01 | 1062.544483538250 |
| 2012-12-01 | 1064.848276208110 |
| 2013-01-01 | 1064.925027032800 |
| 2013-02-01 | 1071.417591187080 |
| 2013-03-01 | 1072.851319626140 |
| 2013-04-01 | 1076.595220895570 |
| 2013-05-01 | 1078.741253230320 |
| 2013-06-01 | 1081.439647792890 |
| 2013-07-01 | 1081.679084509910 |
| 2013-08-01 | 1083.750663538590 |
| 2013-09-01 | 1083.445639918850 |
| 2013-10-01 | 1081.066166705110 |
| 2013-11-01 | 1086.287793007470 |
| 2013-12-01 | 1086.928340920300 |
| 2014-01-01 | 1089.211607583960 |
| 2014-02-01 | 1091.881522782530 |
| 2014-03-01 | 1094.855465005410 |
| 2014-04-01 | 1098.021560615160 |
| 2014-05-01 | 1102.308398990680 |
| 2014-06-01 | 1103.781565165500 |
| 2014-07-01 | 1104.666299763750 |
| 2014-08-01 | 1108.520606902320 |
| 2014-09-01 | 1111.610600501090 |
| 2014-10-01 | 1115.768159426330 |
| 2014-11-01 | 1120.653381076860 |
| 2014-12-01 | 1124.768969769940 |
| 2015-01-01 | 1126.440209034570 |
| 2015-02-01 | 1128.369032348130 |
| 2015-03-01 | 1131.332948345760 |
| 2015-04-01 | 1133.515991865020 |
| 2015-05-01 | 1136.432429453580 |
| 2015-06-01 | 1138.720954913520 |
| 2015-07-01 | 1144.146599760300 |
| 2015-08-01 | 1146.415244884380 |
| 2015-09-01 | 1149.175415790130 |
| 2015-10-01 | 1152.312456893870 |
| 2015-11-01 | 1152.841851533410 |
| 2015-12-01 | 1156.340725851840 |
| 2016-01-01 | 1161.169831567720 |
| 2016-02-01 | 1164.143452044060 |
| 2016-03-01 | 1163.639956117530 |
| 2016-04-01 | 1166.040875488830 |
| 2016-05-01 | 1165.269537301080 |
| 2016-06-01 | 1164.266853994070 |
| 2016-07-01 | 1172.758082896100 |
| 2016-08-01 | 1173.024962872660 |
| 2016-09-01 | 1178.642829257260 |
| 2016-10-01 | 1182.817591909040 |
| 2016-11-01 | 1187.683539555440 |
| 2016-12-01 | 1188.315363321360 |
| 2017-01-01 | 1182.554468124390 |
| 2017-02-01 | 1183.799010295760 |
| 2017-03-01 | 1188.258408028630 |
| 2017-04-01 | 1189.221425660710 |
| 2017-05-01 | 1194.574478608420 |
| 2017-06-01 | 1197.743658766640 |
| 2017-07-01 | 1198.048563887080 |
| 2017-08-01 | 1201.954409492930 |
| 2017-09-01 | 1206.799076552170 |
| 2017-10-01 | 1205.597414786990 |
| 2017-11-01 | 1208.247448207590 |
| 2017-12-01 | 1212.544158291010 |
| 2018-01-01 | 1216.391756973670 |
| 2018-02-01 | 1220.416038679190 |
| 2018-03-01 | 1224.137498110190 |
| 2018-04-01 | 1221.557964459830 |
| 2018-05-01 | 1221.885134422120 |
| 2018-06-01 | 1223.276890665190 |
| 2018-07-01 | 1226.290171418700 |
| 2018-08-01 | 1229.212222069470 |
| 2018-09-01 | 1227.722265579830 |
| 2018-10-01 | 1227.727422808850 |
| 2018-11-01 | 1230.078309881230 |
| 2018-12-01 | 1231.561581297250 |
| 2019-01-01 | 1233.803255548870 |
| 2019-02-01 | 1238.091615879890 |
| 2019-03-01 | 1240.738362810650 |
| 2019-04-01 | 1243.933934807830 |
| 2019-05-01 | 1246.990212364370 |
| 2019-06-01 | 1247.771428602250 |
| 2019-07-01 | 1249.266443522250 |
| 2019-08-01 | 1249.724681043570 |
| 2019-09-01 | 1248.924387925760 |
| 2019-10-01 | 1249.510084963920 |
| 2019-11-01 | 1252.638323623240 |
| 2019-12-01 | 1251.239668447930 |
| 2020-01-01 | 1257.153111243890 |
| 2020-02-01 | 1260.246237206260 |
| 2020-03-01 | 1241.598661873280 |
| 2020-04-01 | 1022.762299615910 |
| 2020-05-01 | 1015.237493995930 |
| 2020-06-01 | 1068.064898835610 |
| 2020-07-01 | 1075.842465863110 |
| 2020-08-01 | 1079.262602019190 |
| 2020-09-01 | 1095.410845616730 |
| 2020-10-01 | 1120.956056970840 |
| 2020-11-01 | 1138.546404851620 |
| 2020-12-01 | 1126.070346949390 |
| 2021-01-01 | 1109.889837799420 |
| 2021-02-01 | 1135.763109449320 |
| 2021-03-01 | 1147.481417599790 |
| 2021-04-01 | 1160.469494892850 |
| 2021-05-01 | 1168.607494013580 |
| 2021-06-01 | 1173.895692911770 |
| 2021-07-01 | 1193.661248838700 |
| 2021-08-01 | 1196.922497498860 |
| 2021-09-01 | 1195.307134173620 |
| 2021-10-01 | 1218.083932681520 |
| 2021-11-01 | 1224.352728055340 |
| 2021-12-01 | 1231.105931034500 |
| 2022-01-01 | 1223.225905688510 |
| 2022-02-01 | 1238.559033874510 |
| 2022-03-01 | 1242.416272999340 |
| 2022-04-01 | 1246.620232129180 |
| 2022-05-01 | 1247.137534780410 |
| 2022-06-01 | 1250.328343243860 |
| 2022-07-01 | 1249.537757884910 |
| 2022-08-01 | 1251.607841816150 |
| 2022-09-01 | 1253.104890083170 |
| 2022-10-01 | 1251.801726918900 |
| 2022-11-01 | 1252.672455115270 |
| 2022-12-01 | 1253.179872911870 |
| 2023-01-01 | 1247.706794331860 |
| 2023-02-01 | 1252.457399154740 |
| 2023-03-01 | 1253.770092295880 |
| 2023-04-01 | 1252.814385515570 |
| 2023-05-01 | 1257.638961572510 |
| 2023-06-01 | 1258.876968613740 |
| 2023-07-01 | 1258.462673993690 |
| 2023-08-01 | 1259.470535253000 |
| 2023-09-01 | 1261.266863408800 |
| 2023-10-01 | 1256.618311818200 |
| 2023-11-01 | 1257.225195526280 |
| 2023-12-01 | 1259.817288995210 |
| 2024-01-01 | 1267.828228167150 |
| 2024-02-01 | 1266.401625077040 |
| 2024-03-01 | 1265.366241671570 |
| 2024-04-01 | 1263.344208477430 |
| 2024-05-01 | 1263.893043591140 |
| 2024-06-01 | 1262.924261996460 |
| 2024-07-01 | 1267.253173288340 |
| 2024-08-01 | 1265.553973396260 |
| 2024-09-01 | 1264.132033682700 |
| 2024-10-01 | 1271.412961183290 |
| 2024-11-01 | 1271.756970537250 |
| 2024-12-01 | 1268.724878078400 |
| 2025-01-01 | 1265.476456996580 |
| 2025-02-01 | 1269.030612410040 |
| 2025-03-01 | 1270.103054726460 |
| 2025-04-01 | 1275.091677872820 |
| 2025-05-01 | 1275.980210477790 |
| 2025-06-01 | 1272.159638061760 |
| 2025-07-01 | 1274.983747530890 |
| 2025-08-01 | 1279.862240476730 |
| 2025-09-01 | 1277.704069065150 |
| 2025-10-01 | 1280.022352706680 |
| 2025-11-01 | 1281.092181094170 |
| 2025-12-01 | 1283.770264785120 |
| 2026-01-01 | 1287.623791968620 |
| 2026-02-01 | 1285.972989071460 |
| 2026-03-01 | 1292.174324226950 |
| 2026-04-01 | 1288.080244014100 |