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 2026-07-01 |
| Last Updated | 2026-08-21 7:23 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 | 869.824929784331 |
| 1990-02-01 | 873.478140522370 |
| 1990-03-01 | 873.975559626183 |
| 1990-04-01 | 873.745773360229 |
| 1990-05-01 | 874.766547785304 |
| 1990-06-01 | 876.793203570873 |
| 1990-07-01 | 878.912755684729 |
| 1990-08-01 | 879.129237106714 |
| 1990-09-01 | 877.535585638131 |
| 1990-10-01 | 879.734847440304 |
| 1990-11-01 | 882.316034320684 |
| 1990-12-01 | 880.270046954374 |
| 1991-01-01 | 889.510317592672 |
| 1991-02-01 | 885.554331892842 |
| 1991-03-01 | 880.479679969126 |
| 1991-04-01 | 886.431130488398 |
| 1991-05-01 | 885.464752687254 |
| 1991-06-01 | 885.338424398436 |
| 1991-07-01 | 883.122348655444 |
| 1991-08-01 | 883.325105125130 |
| 1991-09-01 | 884.066858950355 |
| 1991-10-01 | 884.723290840896 |
| 1991-11-01 | 881.042422640369 |
| 1991-12-01 | 877.546719348794 |
| 1992-01-01 | 881.650046778545 |
| 1992-02-01 | 878.346025257542 |
| 1992-03-01 | 879.767345871151 |
| 1992-04-01 | 882.823746548287 |
| 1992-05-01 | 882.057991275820 |
| 1992-06-01 | 882.030424848369 |
| 1992-07-01 | 882.581713005868 |
| 1992-08-01 | 882.321229928461 |
| 1992-09-01 | 882.412231894520 |
| 1992-10-01 | 888.639673705441 |
| 1992-11-01 | 886.846035456096 |
| 1992-12-01 | 885.848006368473 |
| 1993-01-01 | 885.593377711256 |
| 1993-02-01 | 885.425005764150 |
| 1993-03-01 | 886.196946130311 |
| 1993-04-01 | 884.521419536385 |
| 1993-05-01 | 886.500768555149 |
| 1993-06-01 | 885.797952316089 |
| 1993-07-01 | 887.779261943097 |
| 1993-08-01 | 888.546557917677 |
| 1993-09-01 | 889.340968435613 |
| 1993-10-01 | 887.845383107818 |
| 1993-11-01 | 886.987702226888 |
| 1993-12-01 | 889.669921188380 |
| 1994-01-01 | 888.559347626482 |
| 1994-02-01 | 890.684805915907 |
| 1994-03-01 | 892.712687464544 |
| 1994-04-01 | 891.949042564543 |
| 1994-05-01 | 890.865885993131 |
| 1994-06-01 | 892.515762430399 |
| 1994-07-01 | 896.529686904375 |
| 1994-08-01 | 897.478832561633 |
| 1994-09-01 | 900.329575893400 |
| 1994-10-01 | 900.321415580643 |
| 1994-11-01 | 904.325191010779 |
| 1994-12-01 | 907.138844571502 |
| 1995-01-01 | 908.894340200645 |
| 1995-02-01 | 910.715889901264 |
| 1995-03-01 | 910.779059286726 |
| 1995-04-01 | 910.611909177957 |
| 1995-05-01 | 911.980245944009 |
| 1995-06-01 | 915.871391158975 |
| 1995-07-01 | 914.966808347587 |
| 1995-08-01 | 919.788264761160 |
| 1995-09-01 | 921.700935344144 |
| 1995-10-01 | 921.586391334962 |
| 1995-11-01 | 925.336127717111 |
| 1995-12-01 | 927.765082615853 |
| 1996-01-01 | 929.120794157908 |
| 1996-02-01 | 932.183054605860 |
| 1996-03-01 | 932.323920588046 |
| 1996-04-01 | 933.635195598263 |
| 1996-05-01 | 936.380814418150 |
| 1996-06-01 | 937.834544191520 |
| 1996-07-01 | 934.047718370854 |
| 1996-08-01 | 936.724182393043 |
| 1996-09-01 | 938.662201316306 |
| 1996-10-01 | 940.431543916962 |
| 1996-11-01 | 943.682876103381 |
| 1996-12-01 | 945.849721477380 |
| 1997-01-01 | 947.026568268537 |
| 1997-02-01 | 949.686516455877 |
| 1997-03-01 | 954.821876302055 |
| 1997-04-01 | 964.905360569764 |
| 1997-05-01 | 968.219785890097 |
| 1997-06-01 | 972.297216891192 |
| 1997-07-01 | 976.852028207524 |
| 1997-08-01 | 978.650700135639 |
| 1997-09-01 | 980.145375476374 |
| 1997-10-01 | 989.826399743337 |
| 1997-11-01 | 992.142715415345 |
| 1997-12-01 | 996.334093087631 |
| 1998-01-01 | 1008.968161531490 |
| 1998-02-01 | 1008.594614882570 |
| 1998-03-01 | 1010.769258410570 |
| 1998-04-01 | 1016.084518488680 |
| 1998-05-01 | 1020.435983523830 |
| 1998-06-01 | 1024.952709535060 |
| 1998-07-01 | 1028.836287640670 |
| 1998-08-01 | 1032.873116028910 |
| 1998-09-01 | 1035.423437917100 |
| 1998-10-01 | 1038.973062197110 |
| 1998-11-01 | 1041.432134266970 |
| 1998-12-01 | 1043.218851246640 |
| 1999-01-01 | 1047.363023260430 |
| 1999-02-01 | 1050.601778054880 |
| 1999-03-01 | 1053.847908998720 |
| 1999-04-01 | 1059.142930778580 |
| 1999-05-01 | 1059.129882695770 |
| 1999-06-01 | 1061.193258493470 |
| 1999-07-01 | 1067.387758008870 |
| 1999-08-01 | 1067.979191205290 |
| 1999-09-01 | 1070.839158622520 |
| 1999-10-01 | 1073.593609123280 |
| 1999-11-01 | 1075.310009784900 |
| 1999-12-01 | 1077.127010135980 |
| 2000-01-01 | 1082.184300151420 |
| 2000-02-01 | 1086.944698362710 |
| 2000-03-01 | 1089.292695340070 |
| 2000-04-01 | 1090.679117495370 |
| 2000-05-01 | 1094.342721958710 |
| 2000-06-01 | 1096.198998564740 |
| 2000-07-01 | 1099.298860953840 |
| 2000-08-01 | 1105.271958547050 |
| 2000-09-01 | 1110.545457438680 |
| 2000-10-01 | 1107.695548226850 |
| 2000-11-01 | 1109.686777748240 |
| 2000-12-01 | 1111.851569995070 |
| 2001-01-01 | 1130.073500241980 |
| 2001-02-01 | 1129.730522462840 |
| 2001-03-01 | 1131.616380913800 |
| 2001-04-01 | 1130.252552090760 |
| 2001-05-01 | 1128.637036993490 |
| 2001-06-01 | 1131.847244821950 |
| 2001-07-01 | 1123.897254587410 |
| 2001-08-01 | 1125.989949914240 |
| 2001-09-01 | 1126.403294992180 |
| 2001-10-01 | 1123.956622814020 |
| 2001-11-01 | 1124.914407435430 |
| 2001-12-01 | 1124.916252798820 |
| 2002-01-01 | 1126.643877984390 |
| 2002-02-01 | 1127.905416583600 |
| 2002-03-01 | 1131.942643282330 |
| 2002-04-01 | 1130.292966248740 |
| 2002-05-01 | 1133.732887805880 |
| 2002-06-01 | 1135.760666824130 |
| 2002-07-01 | 1133.390106704190 |
| 2002-08-01 | 1137.597812665720 |
| 2002-09-01 | 1142.750091217850 |
| 2002-10-01 | 1149.660796332440 |
| 2002-11-01 | 1150.312467395990 |
| 2002-12-01 | 1154.451188824550 |
| 2003-01-01 | 1155.184479307940 |
| 2003-02-01 | 1156.386616083330 |
| 2003-03-01 | 1157.364065567280 |
| 2003-04-01 | 1160.907005649180 |
| 2003-05-01 | 1162.648069129900 |
| 2003-06-01 | 1165.192234809760 |
| 2003-07-01 | 1173.265870639540 |
| 2003-08-01 | 1172.836522892750 |
| 2003-09-01 | 1171.543596195770 |
| 2003-10-01 | 1175.243011229400 |
| 2003-11-01 | 1175.795451559350 |
| 2003-12-01 | 1174.285526035020 |
| 2004-01-01 | 1175.939583699070 |
| 2004-02-01 | 1174.521643447680 |
| 2004-03-01 | 1177.773033342890 |
| 2004-04-01 | 1181.612990422720 |
| 2004-05-01 | 1186.054607472890 |
| 2004-06-01 | 1186.303825356630 |
| 2004-07-01 | 1193.716948438710 |
| 2004-08-01 | 1190.654561975390 |
| 2004-09-01 | 1188.610339207200 |
| 2004-10-01 | 1194.330693145030 |
| 2004-11-01 | 1199.961703871050 |
| 2004-12-01 | 1201.330274888060 |
| 2005-01-01 | 1203.130817906680 |
| 2005-02-01 | 1207.182521120720 |
| 2005-03-01 | 1207.542159759090 |
| 2005-04-01 | 1212.811255116590 |
| 2005-05-01 | 1212.994967304190 |
| 2005-06-01 | 1216.190800993660 |
| 2005-07-01 | 1219.043432069750 |
| 2005-08-01 | 1220.284058297830 |
| 2005-09-01 | 1220.934838527160 |
| 2005-10-01 | 1217.109638383180 |
| 2005-11-01 | 1220.568440569650 |
| 2005-12-01 | 1224.302417259640 |
| 2006-01-01 | 1226.618263854730 |
| 2006-02-01 | 1230.985665660780 |
| 2006-03-01 | 1233.576451915950 |
| 2006-04-01 | 1232.829127018600 |
| 2006-05-01 | 1234.367668729240 |
| 2006-06-01 | 1236.750551611200 |
| 2006-07-01 | 1239.918680439320 |
| 2006-08-01 | 1241.558411502840 |
| 2006-09-01 | 1241.893318428270 |
| 2006-10-01 | 1244.609146175610 |
| 2006-11-01 | 1243.246703512340 |
| 2006-12-01 | 1244.308978058550 |
| 2007-01-01 | 1242.690622091000 |
| 2007-02-01 | 1242.760996406530 |
| 2007-03-01 | 1242.997629443460 |
| 2007-04-01 | 1238.444822924100 |
| 2007-05-01 | 1235.812876097900 |
| 2007-06-01 | 1235.297879197570 |
| 2007-07-01 | 1245.000230087240 |
| 2007-08-01 | 1240.483568532040 |
| 2007-09-01 | 1241.328768635800 |
| 2007-10-01 | 1239.664740864610 |
| 2007-11-01 | 1242.195115185070 |
| 2007-12-01 | 1241.867164395990 |
| 2008-01-01 | 1244.076756402880 |
| 2008-02-01 | 1242.880554496580 |
| 2008-03-01 | 1240.487141320830 |
| 2008-04-01 | 1239.937711575310 |
| 2008-05-01 | 1236.638198583720 |
| 2008-06-01 | 1233.436201646820 |
| 2008-07-01 | 1230.379647105310 |
| 2008-08-01 | 1225.664680386020 |
| 2008-09-01 | 1222.369612623450 |
| 2008-10-01 | 1213.840558757870 |
| 2008-11-01 | 1204.817905197480 |
| 2008-12-01 | 1197.223419665210 |
| 2009-01-01 | 1188.332289997370 |
| 2009-02-01 | 1179.912276249630 |
| 2009-03-01 | 1173.473186427730 |
| 2009-04-01 | 1166.198185060870 |
| 2009-05-01 | 1160.590892907240 |
| 2009-06-01 | 1155.435373446540 |
| 2009-07-01 | 1148.500170502870 |
| 2009-08-01 | 1144.467421114760 |
| 2009-09-01 | 1143.166083848210 |
| 2009-10-01 | 1148.458305389740 |
| 2009-11-01 | 1144.396565504000 |
| 2009-12-01 | 1145.278977542440 |
| 2010-01-01 | 1145.286257741150 |
| 2010-02-01 | 1145.124557209770 |
| 2010-03-01 | 1143.445702093440 |
| 2010-04-01 | 1151.278028166310 |
| 2010-05-01 | 1155.276143699150 |
| 2010-06-01 | 1154.287132012260 |
| 2010-07-01 | 1154.477521937000 |
| 2010-08-01 | 1155.491586312300 |
| 2010-09-01 | 1152.407385831860 |
| 2010-10-01 | 1157.686807380690 |
| 2010-11-01 | 1157.456219067320 |
| 2010-12-01 | 1159.231550911030 |
| 2011-01-01 | 1162.665844939740 |
| 2011-02-01 | 1161.326027722190 |
| 2011-03-01 | 1160.806577323690 |
| 2011-04-01 | 1159.042008823940 |
| 2011-05-01 | 1157.825595779040 |
| 2011-06-01 | 1159.717049908800 |
| 2011-07-01 | 1166.153513171320 |
| 2011-08-01 | 1164.750533979710 |
| 2011-09-01 | 1168.943060722490 |
| 2011-10-01 | 1163.712773627250 |
| 2011-11-01 | 1170.024129123930 |
| 2011-12-01 | 1170.857001274180 |
| 2012-01-01 | 1172.909600999900 |
| 2012-02-01 | 1176.530759282670 |
| 2012-03-01 | 1181.430673193720 |
| 2012-04-01 | 1187.198104051560 |
| 2012-05-01 | 1192.557103268980 |
| 2012-06-01 | 1196.306594052860 |
| 2012-07-01 | 1195.950163280120 |
| 2012-08-01 | 1197.090257962710 |
| 2012-09-01 | 1203.039090050250 |
| 2012-10-01 | 1203.953653795780 |
| 2012-11-01 | 1210.201011735140 |
| 2012-12-01 | 1212.580622005330 |
| 2013-01-01 | 1212.552766989010 |
| 2013-02-01 | 1219.083204229320 |
| 2013-03-01 | 1220.701667729250 |
| 2013-04-01 | 1224.148595338840 |
| 2013-05-01 | 1226.748501256330 |
| 2013-06-01 | 1229.735904775850 |
| 2013-07-01 | 1230.695546717770 |
| 2013-08-01 | 1236.216129874820 |
| 2013-09-01 | 1231.416385387650 |
| 2013-10-01 | 1229.605154679050 |
| 2013-11-01 | 1235.250701412700 |
| 2013-12-01 | 1236.647285274990 |
| 2014-01-01 | 1239.048893605780 |
| 2014-02-01 | 1241.958130809720 |
| 2014-03-01 | 1245.569858528380 |
| 2014-04-01 | 1249.028471009820 |
| 2014-05-01 | 1256.670410793940 |
| 2014-06-01 | 1254.735148020880 |
| 2014-07-01 | 1256.961708335910 |
| 2014-08-01 | 1262.950093952900 |
| 2014-09-01 | 1264.542509707590 |
| 2014-10-01 | 1268.535793185450 |
| 2014-11-01 | 1273.745289121980 |
| 2014-12-01 | 1278.605234472580 |
| 2015-01-01 | 1281.038000260990 |
| 2015-02-01 | 1283.178178594370 |
| 2015-03-01 | 1286.122112382120 |
| 2015-04-01 | 1288.826015995150 |
| 2015-05-01 | 1287.498742896020 |
| 2015-06-01 | 1294.989441734860 |
| 2015-07-01 | 1301.833242286200 |
| 2015-08-01 | 1304.482673089090 |
| 2015-09-01 | 1307.127914647850 |
| 2015-10-01 | 1311.365601872800 |
| 2015-11-01 | 1311.362976706820 |
| 2015-12-01 | 1314.983495405170 |
| 2016-01-01 | 1319.418896346100 |
| 2016-02-01 | 1323.063150277280 |
| 2016-03-01 | 1322.852602849920 |
| 2016-04-01 | 1325.426440746440 |
| 2016-05-01 | 1325.040943809170 |
| 2016-06-01 | 1323.736908767070 |
| 2016-07-01 | 1333.107325023200 |
| 2016-08-01 | 1332.272470142750 |
| 2016-09-01 | 1338.888326529530 |
| 2016-10-01 | 1343.718438029870 |
| 2016-11-01 | 1346.925070376670 |
| 2016-12-01 | 1348.391416052720 |
| 2017-01-01 | 1343.419479253870 |
| 2017-02-01 | 1344.136614409970 |
| 2017-03-01 | 1348.813854485090 |
| 2017-04-01 | 1349.609960746760 |
| 2017-05-01 | 1355.375124225820 |
| 2017-06-01 | 1358.101524229810 |
| 2017-07-01 | 1356.943066846330 |
| 2017-08-01 | 1360.901083006190 |
| 2017-09-01 | 1366.349436381670 |
| 2017-10-01 | 1366.358035237050 |
| 2017-11-01 | 1368.281082281140 |
| 2017-12-01 | 1372.986637434700 |
| 2018-01-01 | 1378.194913058160 |
| 2018-02-01 | 1381.907883993640 |
| 2018-03-01 | 1385.801682242750 |
| 2018-04-01 | 1382.623484760520 |
| 2018-05-01 | 1382.750516950830 |
| 2018-06-01 | 1384.111950822460 |
| 2018-07-01 | 1386.724217366720 |
| 2018-08-01 | 1389.224606498090 |
| 2018-09-01 | 1388.047982795350 |
| 2018-10-01 | 1391.114604662420 |
| 2018-11-01 | 1391.066543751670 |
| 2018-12-01 | 1392.990538176530 |
| 2019-01-01 | 1396.315688178640 |
| 2019-02-01 | 1400.540885392340 |
| 2019-03-01 | 1403.713028794420 |
| 2019-04-01 | 1406.906665130600 |
| 2019-05-01 | 1409.447907808130 |
| 2019-06-01 | 1410.824189786570 |
| 2019-07-01 | 1411.155537039140 |
| 2019-08-01 | 1411.430172644360 |
| 2019-09-01 | 1410.857830664900 |
| 2019-10-01 | 1413.259185379360 |
| 2019-11-01 | 1415.393330672590 |
| 2019-12-01 | 1412.869096459240 |
| 2020-01-01 | 1423.238231301760 |
| 2020-02-01 | 1425.639318607620 |
| 2020-03-01 | 1407.766082805890 |
| 2020-04-01 | 1178.763240017880 |
| 2020-05-01 | 1164.879347421740 |
| 2020-06-01 | 1219.743963039250 |
| 2020-07-01 | 1227.539644963320 |
| 2020-08-01 | 1235.731240873850 |
| 2020-09-01 | 1248.299162742860 |
| 2020-10-01 | 1275.927547934660 |
| 2020-11-01 | 1288.739376277220 |
| 2020-12-01 | 1277.269181772910 |
| 2021-01-01 | 1263.103626482470 |
| 2021-02-01 | 1287.287960938580 |
| 2021-03-01 | 1300.095797677450 |
| 2021-04-01 | 1314.596847454970 |
| 2021-05-01 | 1322.926708486410 |
| 2021-06-01 | 1327.227704639360 |
| 2021-07-01 | 1349.440423140440 |
| 2021-08-01 | 1355.142748398770 |
| 2021-09-01 | 1353.900790522020 |
| 2021-10-01 | 1379.517465586570 |
| 2021-11-01 | 1381.913805787110 |
| 2021-12-01 | 1388.580904482830 |
| 2022-01-01 | 1384.858556487620 |
| 2022-02-01 | 1397.273388771410 |
| 2022-03-01 | 1401.092545668130 |
| 2022-04-01 | 1404.057942962840 |
| 2022-05-01 | 1403.438293313290 |
| 2022-06-01 | 1407.685562461340 |
| 2022-07-01 | 1408.210670670260 |
| 2022-08-01 | 1410.039558183820 |
| 2022-09-01 | 1411.465577710370 |
| 2022-10-01 | 1410.929816803620 |
| 2022-11-01 | 1410.263698629510 |
| 2022-12-01 | 1410.115999031670 |
| 2023-01-01 | 1409.103488521110 |
| 2023-02-01 | 1411.089086355720 |
| 2023-03-01 | 1411.473184998650 |
| 2023-04-01 | 1410.404585164180 |
| 2023-05-01 | 1415.693806395130 |
| 2023-06-01 | 1418.300834002420 |
| 2023-07-01 | 1420.020498948710 |
| 2023-08-01 | 1421.806061044820 |
| 2023-09-01 | 1423.936043400670 |
| 2023-10-01 | 1416.479107187370 |
| 2023-11-01 | 1415.745815359040 |
| 2023-12-01 | 1420.265400427590 |
| 2024-01-01 | 1433.559857614780 |
| 2024-02-01 | 1427.272447948750 |
| 2024-03-01 | 1426.436346210830 |
| 2024-04-01 | 1425.012384465230 |
| 2024-05-01 | 1425.733797196680 |
| 2024-06-01 | 1423.393596193290 |
| 2024-07-01 | 1428.307987224150 |
| 2024-08-01 | 1424.403555558240 |
| 2024-09-01 | 1430.613658338640 |
| 2024-10-01 | 1436.823825160450 |
| 2024-11-01 | 1435.997445988400 |
| 2024-12-01 | 1433.755725517130 |
| 2025-01-01 | 1432.477113845780 |
| 2025-02-01 | 1433.967309204720 |
| 2025-03-01 | 1434.963943246700 |
| 2025-04-01 | 1440.766356197950 |
| 2025-05-01 | 1440.649985183570 |
| 2025-06-01 | 1436.147461663160 |
| 2025-07-01 | 1433.842665276690 |
| 2025-08-01 | 1434.239642575470 |
| 2025-09-01 | 1430.193816236540 |
| 2025-10-01 | 1431.574971475210 |
| 2025-11-01 | 1431.499109136980 |
| 2025-12-01 | 1434.356294690270 |
| 2026-01-01 | 1439.116817785170 |
| 2026-02-01 | 1435.024385963940 |
| 2026-03-01 | 1440.312897020520 |
| 2026-04-01 | 1438.417403237930 |
| 2026-05-01 | 1439.112542439450 |
| 2026-06-01 | 1446.388668947580 |
| 2026-07-01 | 1447.918602972060 |