Table Data - All Employees: Service-Providing in Anaheim-Santa Ana-Irvine, CA (MD)
| Title | All Employees: Service-Providing in Anaheim-Santa Ana-Irvine, CA (MD) |
|---|---|
| Series ID | SMU06112440700000001SA |
| 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 2:36 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 | 869.824924951127 |
| 1990-02-01 | 873.478138084394 |
| 1990-03-01 | 873.975558364409 |
| 1990-04-01 | 873.745770195874 |
| 1990-05-01 | 874.766541661871 |
| 1990-06-01 | 876.793194331156 |
| 1990-07-01 | 878.912746245002 |
| 1990-08-01 | 879.129230851584 |
| 1990-09-01 | 877.535579139417 |
| 1990-10-01 | 879.734901113512 |
| 1990-11-01 | 882.316033398183 |
| 1990-12-01 | 880.270040184806 |
| 1991-01-01 | 889.510314176069 |
| 1991-02-01 | 885.554331807408 |
| 1991-03-01 | 880.479683216175 |
| 1991-04-01 | 886.431130967231 |
| 1991-05-01 | 885.464746417520 |
| 1991-06-01 | 885.338410474448 |
| 1991-07-01 | 883.122331987947 |
| 1991-08-01 | 883.325091877116 |
| 1991-09-01 | 884.066848494888 |
| 1991-10-01 | 884.723353684511 |
| 1991-11-01 | 881.042421549210 |
| 1991-12-01 | 877.546711525959 |
| 1992-01-01 | 881.650048182542 |
| 1992-02-01 | 878.346032728006 |
| 1992-03-01 | 879.767356716978 |
| 1992-04-01 | 882.823754096985 |
| 1992-05-01 | 882.057990368837 |
| 1992-06-01 | 882.030414205783 |
| 1992-07-01 | 882.581633076674 |
| 1992-08-01 | 882.321216661431 |
| 1992-09-01 | 882.412224080597 |
| 1992-10-01 | 888.639752647729 |
| 1992-11-01 | 886.846042168968 |
| 1992-12-01 | 885.848005542697 |
| 1993-01-01 | 885.593389325009 |
| 1993-02-01 | 885.425023511771 |
| 1993-03-01 | 886.196961567939 |
| 1993-04-01 | 884.521431384778 |
| 1993-05-01 | 886.500776033764 |
| 1993-06-01 | 885.797967190854 |
| 1993-07-01 | 887.779039827680 |
| 1993-08-01 | 888.546558807247 |
| 1993-09-01 | 889.340974207508 |
| 1993-10-01 | 887.845486356990 |
| 1993-11-01 | 886.987729317243 |
| 1993-12-01 | 889.669940855072 |
| 1994-01-01 | 888.559373361405 |
| 1994-02-01 | 890.684831903233 |
| 1994-03-01 | 892.712704034992 |
| 1994-04-01 | 891.949037567048 |
| 1994-05-01 | 890.865910441860 |
| 1994-06-01 | 892.515798817915 |
| 1994-07-01 | 896.529302790336 |
| 1994-08-01 | 897.478838275904 |
| 1994-09-01 | 900.329651755937 |
| 1994-10-01 | 900.321489951441 |
| 1994-11-01 | 904.325195995947 |
| 1994-12-01 | 907.139110794942 |
| 1995-01-01 | 908.894245244766 |
| 1995-02-01 | 910.715912474074 |
| 1995-03-01 | 910.779074231935 |
| 1995-04-01 | 910.611866815832 |
| 1995-05-01 | 911.980237396650 |
| 1995-06-01 | 915.871401994201 |
| 1995-07-01 | 914.966289154569 |
| 1995-08-01 | 919.788270785340 |
| 1995-09-01 | 921.701138253054 |
| 1995-10-01 | 921.586535123363 |
| 1995-11-01 | 925.336205943962 |
| 1995-12-01 | 927.765656900767 |
| 1996-01-01 | 929.120537976843 |
| 1996-02-01 | 932.182961314662 |
| 1996-03-01 | 932.323790839534 |
| 1996-04-01 | 933.635099582192 |
| 1996-05-01 | 936.380657301792 |
| 1996-06-01 | 937.834424522428 |
| 1996-07-01 | 934.047181308742 |
| 1996-08-01 | 936.724210201375 |
| 1996-09-01 | 938.662654560693 |
| 1996-10-01 | 940.431948118544 |
| 1996-11-01 | 943.683218821158 |
| 1996-12-01 | 945.850686963863 |
| 1997-01-01 | 947.026066979209 |
| 1997-02-01 | 949.686114989847 |
| 1997-03-01 | 954.821382153307 |
| 1997-04-01 | 964.905066281984 |
| 1997-05-01 | 968.219358938428 |
| 1997-06-01 | 972.296852566768 |
| 1997-07-01 | 976.851494171977 |
| 1997-08-01 | 978.650833119063 |
| 1997-09-01 | 980.146208334434 |
| 1997-10-01 | 989.827296253694 |
| 1997-11-01 | 992.143875554371 |
| 1997-12-01 | 996.336347797191 |
| 1998-01-01 | 1008.966398650100 |
| 1998-02-01 | 1008.593365305150 |
| 1998-03-01 | 1010.768172478640 |
| 1998-04-01 | 1016.083910020290 |
| 1998-05-01 | 1020.435205686470 |
| 1998-06-01 | 1024.952143026940 |
| 1998-07-01 | 1028.835916027010 |
| 1998-08-01 | 1032.873464853480 |
| 1998-09-01 | 1035.424797410520 |
| 1998-10-01 | 1038.974602125510 |
| 1998-11-01 | 1041.434264693270 |
| 1998-12-01 | 1043.222500789320 |
| 1999-01-01 | 1047.359847488920 |
| 1999-02-01 | 1050.599523872820 |
| 1999-03-01 | 1053.846115623180 |
| 1999-04-01 | 1059.141880048800 |
| 1999-05-01 | 1059.128829262660 |
| 1999-06-01 | 1061.192641098900 |
| 1999-07-01 | 1067.387460217350 |
| 1999-08-01 | 1067.979890790990 |
| 1999-09-01 | 1070.841020700280 |
| 1999-10-01 | 1073.595688268060 |
| 1999-11-01 | 1075.313116323210 |
| 1999-12-01 | 1077.131796600950 |
| 2000-01-01 | 1082.179803759430 |
| 2000-02-01 | 1086.941465725610 |
| 2000-03-01 | 1089.290273245310 |
| 2000-04-01 | 1090.677741142020 |
| 2000-05-01 | 1094.341551146060 |
| 2000-06-01 | 1096.198548395650 |
| 2000-07-01 | 1099.298664668300 |
| 2000-08-01 | 1105.273014282810 |
| 2000-09-01 | 1110.547655197440 |
| 2000-10-01 | 1107.697910078510 |
| 2000-11-01 | 1109.690268757330 |
| 2000-12-01 | 1111.856320160310 |
| 2001-01-01 | 1130.068903450200 |
| 2001-02-01 | 1129.726629010940 |
| 2001-03-01 | 1131.613727704580 |
| 2001-04-01 | 1130.250999595510 |
| 2001-05-01 | 1128.635992728610 |
| 2001-06-01 | 1131.847037896240 |
| 2001-07-01 | 1123.896994619000 |
| 2001-08-01 | 1125.991192730980 |
| 2001-09-01 | 1126.405537917260 |
| 2001-10-01 | 1123.958732759860 |
| 2001-11-01 | 1124.917787539330 |
| 2001-12-01 | 1124.920698621800 |
| 2002-01-01 | 1126.639572335880 |
| 2002-02-01 | 1127.901423119630 |
| 2002-03-01 | 1131.940338810760 |
| 2002-04-01 | 1130.291601547270 |
| 2002-05-01 | 1133.732155117120 |
| 2002-06-01 | 1135.760779943230 |
| 2002-07-01 | 1133.389922493930 |
| 2002-08-01 | 1137.598986903740 |
| 2002-09-01 | 1142.752076020930 |
| 2002-10-01 | 1149.662397352830 |
| 2002-11-01 | 1150.314991311690 |
| 2002-12-01 | 1154.454336927470 |
| 2003-01-01 | 1155.181512076340 |
| 2003-02-01 | 1156.383114645550 |
| 2003-03-01 | 1157.362401604580 |
| 2003-04-01 | 1160.905975959620 |
| 2003-05-01 | 1162.647697823370 |
| 2003-06-01 | 1165.192532996630 |
| 2003-07-01 | 1173.265681998530 |
| 2003-08-01 | 1172.837466033730 |
| 2003-09-01 | 1171.545160899860 |
| 2003-10-01 | 1175.243934461420 |
| 2003-11-01 | 1175.796971801010 |
| 2003-12-01 | 1174.287237160910 |
| 2004-01-01 | 1175.938024863000 |
| 2004-02-01 | 1174.519101318820 |
| 2004-03-01 | 1177.772053483320 |
| 2004-04-01 | 1181.612425540580 |
| 2004-05-01 | 1186.054496006740 |
| 2004-06-01 | 1186.304154415390 |
| 2004-07-01 | 1193.716887783490 |
| 2004-08-01 | 1190.655150221100 |
| 2004-09-01 | 1188.611339736400 |
| 2004-10-01 | 1194.331136169050 |
| 2004-11-01 | 1199.962273901020 |
| 2004-12-01 | 1201.330553909460 |
| 2005-01-01 | 1203.130718060230 |
| 2005-02-01 | 1207.180896833000 |
| 2005-03-01 | 1207.541781251190 |
| 2005-04-01 | 1212.811049075770 |
| 2005-05-01 | 1212.994996721720 |
| 2005-06-01 | 1216.190976298850 |
| 2005-07-01 | 1219.043427238510 |
| 2005-08-01 | 1220.284301407460 |
| 2005-09-01 | 1220.935421142180 |
| 2005-10-01 | 1217.109744384370 |
| 2005-11-01 | 1220.568606710650 |
| 2005-12-01 | 1224.302511966420 |
| 2006-01-01 | 1226.618260476400 |
| 2006-02-01 | 1230.984737495860 |
| 2006-03-01 | 1233.576404546540 |
| 2006-04-01 | 1232.829118205660 |
| 2006-05-01 | 1234.367717309450 |
| 2006-06-01 | 1236.750629388280 |
| 2006-07-01 | 1239.918763521070 |
| 2006-08-01 | 1241.558455653170 |
| 2006-09-01 | 1241.893586932590 |
| 2006-10-01 | 1244.609200126370 |
| 2006-11-01 | 1243.246699325460 |
| 2006-12-01 | 1244.308974369310 |
| 2007-01-01 | 1242.690621147960 |
| 2007-02-01 | 1242.760564843130 |
| 2007-03-01 | 1242.997655749800 |
| 2007-04-01 | 1238.444849486460 |
| 2007-05-01 | 1235.812910274650 |
| 2007-06-01 | 1235.297912655780 |
| 2007-07-01 | 1245.000284452250 |
| 2007-08-01 | 1240.483568964890 |
| 2007-09-01 | 1241.328903975660 |
| 2007-10-01 | 1239.664771443750 |
| 2007-11-01 | 1242.195102603640 |
| 2007-12-01 | 1241.867128588000 |
| 2008-01-01 | 1244.076696248110 |
| 2008-02-01 | 1242.880484757900 |
| 2008-03-01 | 1240.487108229210 |
| 2008-04-01 | 1239.937702109780 |
| 2008-05-01 | 1236.638216075150 |
| 2008-06-01 | 1233.436229853900 |
| 2008-07-01 | 1230.379670451030 |
| 2008-08-01 | 1225.664691995880 |
| 2008-09-01 | 1222.369650628540 |
| 2008-10-01 | 1213.840586078510 |
| 2008-11-01 | 1204.817898250080 |
| 2008-12-01 | 1197.223400883400 |
| 2009-01-01 | 1188.332264030180 |
| 2009-02-01 | 1179.912252998700 |
| 2009-03-01 | 1173.473179176510 |
| 2009-04-01 | 1166.198176510390 |
| 2009-05-01 | 1160.590885844800 |
| 2009-06-01 | 1155.435405310630 |
| 2009-07-01 | 1148.500173773910 |
| 2009-08-01 | 1144.467396974730 |
| 2009-09-01 | 1143.166113603340 |
| 2009-10-01 | 1148.458319749860 |
| 2009-11-01 | 1144.396568145200 |
| 2009-12-01 | 1145.278978141530 |
| 2010-01-01 | 1145.286247252450 |
| 2010-02-01 | 1145.124559373860 |
| 2010-03-01 | 1143.445702121370 |
| 2010-04-01 | 1151.278009650560 |
| 2010-05-01 | 1155.276110254490 |
| 2010-06-01 | 1154.287173685430 |
| 2010-07-01 | 1154.477515707800 |
| 2010-08-01 | 1155.491522477290 |
| 2010-09-01 | 1152.407402394340 |
| 2010-10-01 | 1157.686863909510 |
| 2010-11-01 | 1157.456222180730 |
| 2010-12-01 | 1159.231564489720 |
| 2011-01-01 | 1162.665842709010 |
| 2011-02-01 | 1161.326061235210 |
| 2011-03-01 | 1160.806614851850 |
| 2011-04-01 | 1159.042038661940 |
| 2011-05-01 | 1157.825418011020 |
| 2011-06-01 | 1159.717119751630 |
| 2011-07-01 | 1166.153458235630 |
| 2011-08-01 | 1164.750355092460 |
| 2011-09-01 | 1168.943018162300 |
| 2011-10-01 | 1163.712904877330 |
| 2011-11-01 | 1170.024242678380 |
| 2011-12-01 | 1170.857158078750 |
| 2012-01-01 | 1172.909699470380 |
| 2012-02-01 | 1176.530838143960 |
| 2012-03-01 | 1181.430686944890 |
| 2012-04-01 | 1187.198089579870 |
| 2012-05-01 | 1192.556619447830 |
| 2012-06-01 | 1196.306528740540 |
| 2012-07-01 | 1195.949952320960 |
| 2012-08-01 | 1197.089929101360 |
| 2012-09-01 | 1203.039063260670 |
| 2012-10-01 | 1203.954108063460 |
| 2012-11-01 | 1210.201649063230 |
| 2012-12-01 | 1212.581280959970 |
| 2013-01-01 | 1212.553033703160 |
| 2013-02-01 | 1219.083078894470 |
| 2013-03-01 | 1220.701199662820 |
| 2013-04-01 | 1224.148108907240 |
| 2013-05-01 | 1226.747308748510 |
| 2013-06-01 | 1229.735881047910 |
| 2013-07-01 | 1230.695333598240 |
| 2013-08-01 | 1236.215437017190 |
| 2013-09-01 | 1231.416751797300 |
| 2013-10-01 | 1229.605825812010 |
| 2013-11-01 | 1235.252412791830 |
| 2013-12-01 | 1236.650662364040 |
| 2014-01-01 | 1239.048467064770 |
| 2014-02-01 | 1241.956909337980 |
| 2014-03-01 | 1245.568018127550 |
| 2014-04-01 | 1249.026618163570 |
| 2014-05-01 | 1256.668051922750 |
| 2014-06-01 | 1254.734691436040 |
| 2014-07-01 | 1256.962814879020 |
| 2014-08-01 | 1262.947786479680 |
| 2014-09-01 | 1264.546781708840 |
| 2014-10-01 | 1268.536593743150 |
| 2014-11-01 | 1273.748124113650 |
| 2014-12-01 | 1278.611821288160 |
| 2015-01-01 | 1281.037874971240 |
| 2015-02-01 | 1283.177313028880 |
| 2015-03-01 | 1286.109274907900 |
| 2015-04-01 | 1288.824195939820 |
| 2015-05-01 | 1287.496097785730 |
| 2015-06-01 | 1294.989238560890 |
| 2015-07-01 | 1301.836917902980 |
| 2015-08-01 | 1304.480510723870 |
| 2015-09-01 | 1307.137658912260 |
| 2015-10-01 | 1311.366914877420 |
| 2015-11-01 | 1311.367042572890 |
| 2015-12-01 | 1314.993012161960 |
| 2016-01-01 | 1319.418107356630 |
| 2016-02-01 | 1323.061000046920 |
| 2016-03-01 | 1322.826141461270 |
| 2016-04-01 | 1325.423126180180 |
| 2016-05-01 | 1325.038065997900 |
| 2016-06-01 | 1323.738123831450 |
| 2016-07-01 | 1333.115982017560 |
| 2016-08-01 | 1332.272991092680 |
| 2016-09-01 | 1338.904999244960 |
| 2016-10-01 | 1343.721404872250 |
| 2016-11-01 | 1346.930634952600 |
| 2016-12-01 | 1348.398581965740 |
| 2017-01-01 | 1343.418993146420 |
| 2017-02-01 | 1344.134432613230 |
| 2017-03-01 | 1348.768778087650 |
| 2017-04-01 | 1349.603798890770 |
| 2017-05-01 | 1355.367063107410 |
| 2017-06-01 | 1358.113144626600 |
| 2017-07-01 | 1356.959797016330 |
| 2017-08-01 | 1360.907817956450 |
| 2017-09-01 | 1366.370883984880 |
| 2017-10-01 | 1366.362804810720 |
| 2017-11-01 | 1368.287643341090 |
| 2017-12-01 | 1372.983968017240 |
| 2018-01-01 | 1378.196382190600 |
| 2018-02-01 | 1381.902552182560 |
| 2018-03-01 | 1385.746702773280 |
| 2018-04-01 | 1382.611295702940 |
| 2018-05-01 | 1382.734453179020 |
| 2018-06-01 | 1384.135946865010 |
| 2018-07-01 | 1386.750244219460 |
| 2018-08-01 | 1389.236784021180 |
| 2018-09-01 | 1388.076181662730 |
| 2018-10-01 | 1391.120492073390 |
| 2018-11-01 | 1391.072522119050 |
| 2018-12-01 | 1392.973262008430 |
| 2019-01-01 | 1396.323403878030 |
| 2019-02-01 | 1400.533333961970 |
| 2019-03-01 | 1403.650812402640 |
| 2019-04-01 | 1406.891062970250 |
| 2019-05-01 | 1409.423748422940 |
| 2019-06-01 | 1410.858866373830 |
| 2019-07-01 | 1411.186082304970 |
| 2019-08-01 | 1411.447248272680 |
| 2019-09-01 | 1410.888979678470 |
| 2019-10-01 | 1413.267488101130 |
| 2019-11-01 | 1415.399638241490 |
| 2019-12-01 | 1412.840020192190 |
| 2020-01-01 | 1423.250768412010 |
| 2020-02-01 | 1425.627567115720 |
| 2020-03-01 | 1407.712217169120 |
| 2020-04-01 | 1178.747214457180 |
| 2020-05-01 | 1164.857211036990 |
| 2020-06-01 | 1219.772613215590 |
| 2020-07-01 | 1227.558434581910 |
| 2020-08-01 | 1235.734514579840 |
| 2020-09-01 | 1248.359306659140 |
| 2020-10-01 | 1275.922059451180 |
| 2020-11-01 | 1288.764423631970 |
| 2020-12-01 | 1277.233097330200 |
| 2021-01-01 | 1263.114605228050 |
| 2021-02-01 | 1287.271655826920 |
| 2021-03-01 | 1300.050889792180 |
| 2021-04-01 | 1314.569421666720 |
| 2021-05-01 | 1322.894548108710 |
| 2021-06-01 | 1327.258483412240 |
| 2021-07-01 | 1349.466469349510 |
| 2021-08-01 | 1355.091903882920 |
| 2021-09-01 | 1354.026211002780 |
| 2021-10-01 | 1379.513383867740 |
| 2021-11-01 | 1381.977704974190 |
| 2021-12-01 | 1388.543058843670 |
| 2022-01-01 | 1384.865470353410 |
| 2022-02-01 | 1397.238752808020 |
| 2022-03-01 | 1401.036837492810 |
| 2022-04-01 | 1403.984989932320 |
| 2022-05-01 | 1403.393312387060 |
| 2022-06-01 | 1407.709282919230 |
| 2022-07-01 | 1408.252155296650 |
| 2022-08-01 | 1409.947179630780 |
| 2022-09-01 | 1411.678103421580 |
| 2022-10-01 | 1410.939144985750 |
| 2022-11-01 | 1410.392320444660 |
| 2022-12-01 | 1410.103894692430 |
| 2023-01-01 | 1409.080016157120 |
| 2023-02-01 | 1410.968787998830 |
| 2023-03-01 | 1411.508482177430 |
| 2023-04-01 | 1410.210786098990 |
| 2023-05-01 | 1415.478091561460 |
| 2023-06-01 | 1418.415688102120 |
| 2023-07-01 | 1420.139903387640 |
| 2023-08-01 | 1421.668447102820 |
| 2023-09-01 | 1424.213073878720 |
| 2023-10-01 | 1416.555496593720 |
| 2023-11-01 | 1415.933751445480 |
| 2023-12-01 | 1420.295769965580 |
| 2024-01-01 | 1433.502564912300 |
| 2024-02-01 | 1427.057839234840 |
| 2024-03-01 | 1426.538345449350 |
| 2024-04-01 | 1424.649422074010 |
| 2024-05-01 | 1425.311674884520 |
| 2024-06-01 | 1423.673360087840 |
| 2024-07-01 | 1428.509458831280 |
| 2024-08-01 | 1424.249089935230 |
| 2024-09-01 | 1430.948285227140 |
| 2024-10-01 | 1436.958981734270 |
| 2024-11-01 | 1436.244403425130 |
| 2024-12-01 | 1433.823261784620 |
| 2025-01-01 | 1432.379902590560 |
| 2025-02-01 | 1433.643625298030 |
| 2025-03-01 | 1435.159609736490 |
| 2025-04-01 | 1440.218394309050 |
| 2025-05-01 | 1439.987188410400 |
| 2025-06-01 | 1436.641585783940 |
| 2025-07-01 | 1434.152961010390 |
| 2025-08-01 | 1434.047897149000 |
| 2025-09-01 | 1430.555585344280 |
| 2025-10-01 | 1431.780265034860 |
| 2025-11-01 | 1431.768432374740 |
| 2025-12-01 | 1434.438413746760 |
| 2026-01-01 | 1438.992860439450 |
| 2026-02-01 | 1434.640221014200 |
| 2026-03-01 | 1440.509707596320 |
| 2026-04-01 | 1436.035238511880 |