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 2026-08-01 |
| Last Updated | 2026-09-18 10:55 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 | 869.8249311571 |
| 1990-02-01 | 873.4781412142 |
| 1990-03-01 | 873.9755599847 |
| 1990-04-01 | 873.7457742595 |
| 1990-05-01 | 874.7665495250 |
| 1990-06-01 | 876.7932061949 |
| 1990-07-01 | 878.9127583650 |
| 1990-08-01 | 879.1292388826 |
| 1990-09-01 | 877.5355874842 |
| 1990-10-01 | 879.7348321984 |
| 1990-11-01 | 882.3160345825 |
| 1990-12-01 | 880.2700488754 |
| 1991-01-01 | 889.5103185632 |
| 1991-02-01 | 885.5543319170 |
| 1991-03-01 | 880.4796790475 |
| 1991-04-01 | 886.4311303526 |
| 1991-05-01 | 885.4647544710 |
| 1991-06-01 | 885.3384283508 |
| 1991-07-01 | 883.1223533865 |
| 1991-08-01 | 883.3251088857 |
| 1991-09-01 | 884.0668619195 |
| 1991-10-01 | 884.7232729968 |
| 1991-11-01 | 881.0424229502 |
| 1991-12-01 | 877.5467215696 |
| 1992-01-01 | 881.6500463806 |
| 1992-02-01 | 878.3460231371 |
| 1992-03-01 | 879.7673427929 |
| 1992-04-01 | 882.8237444048 |
| 1992-05-01 | 882.0579915389 |
| 1992-06-01 | 882.0304278658 |
| 1992-07-01 | 882.5817356973 |
| 1992-08-01 | 882.3212336906 |
| 1992-09-01 | 882.4122341103 |
| 1992-10-01 | 888.6396512962 |
| 1992-11-01 | 886.8460335496 |
| 1992-12-01 | 885.8480066046 |
| 1993-01-01 | 885.5933744174 |
| 1993-02-01 | 885.4250007284 |
| 1993-03-01 | 886.1969417495 |
| 1993-04-01 | 884.5214161732 |
| 1993-05-01 | 886.5007664446 |
| 1993-06-01 | 885.7979480777 |
| 1993-07-01 | 887.7793249917 |
| 1993-08-01 | 888.5465576587 |
| 1993-09-01 | 889.3409667887 |
| 1993-10-01 | 887.8453538016 |
| 1993-11-01 | 886.9876945372 |
| 1993-12-01 | 889.6699156152 |
| 1994-01-01 | 888.5593403339 |
| 1994-02-01 | 890.6847985491 |
| 1994-03-01 | 892.7126827696 |
| 1994-04-01 | 891.9490439693 |
| 1994-05-01 | 890.8658790676 |
| 1994-06-01 | 892.5157520705 |
| 1994-07-01 | 896.5297959338 |
| 1994-08-01 | 897.4788309351 |
| 1994-09-01 | 900.3295543114 |
| 1994-10-01 | 900.3213944899 |
| 1994-11-01 | 904.3251896069 |
| 1994-12-01 | 907.1387690096 |
| 1995-01-01 | 908.8943672146 |
| 1995-02-01 | 910.7158835115 |
| 1995-03-01 | 910.7790550581 |
| 1995-04-01 | 910.6119211722 |
| 1995-05-01 | 911.9802483879 |
| 1995-06-01 | 915.8713880364 |
| 1995-07-01 | 914.9669557070 |
| 1995-08-01 | 919.7882630400 |
| 1995-09-01 | 921.7008776360 |
| 1995-10-01 | 921.5863505331 |
| 1995-11-01 | 925.3361055275 |
| 1995-12-01 | 927.7649196036 |
| 1996-01-01 | 929.1208670151 |
| 1996-02-01 | 932.1830811875 |
| 1996-03-01 | 932.3239575277 |
| 1996-04-01 | 933.6352226549 |
| 1996-05-01 | 936.3808591066 |
| 1996-06-01 | 937.8345781720 |
| 1996-07-01 | 934.0478705999 |
| 1996-08-01 | 936.7241745098 |
| 1996-09-01 | 938.6620724915 |
| 1996-10-01 | 940.4314291599 |
| 1996-11-01 | 943.6827788067 |
| 1996-12-01 | 945.8494474214 |
| 1997-01-01 | 947.0267108172 |
| 1997-02-01 | 949.6866306535 |
| 1997-03-01 | 954.8220168290 |
| 1997-04-01 | 964.9054437668 |
| 1997-05-01 | 968.2199072334 |
| 1997-06-01 | 972.2973203701 |
| 1997-07-01 | 976.8521793534 |
| 1997-08-01 | 978.6506624312 |
| 1997-09-01 | 980.1451387510 |
| 1997-10-01 | 989.8261451854 |
| 1997-11-01 | 992.1423859509 |
| 1997-12-01 | 996.3334528790 |
| 1998-01-01 | 1008.9686625693 |
| 1998-02-01 | 1008.5949700981 |
| 1998-03-01 | 1010.7695671380 |
| 1998-04-01 | 1016.0846908270 |
| 1998-05-01 | 1020.4362047711 |
| 1998-06-01 | 1024.9528697855 |
| 1998-07-01 | 1028.8363926270 |
| 1998-08-01 | 1032.8730172211 |
| 1998-09-01 | 1035.4230515428 |
| 1998-10-01 | 1038.9726248821 |
| 1998-11-01 | 1041.4315292073 |
| 1998-12-01 | 1043.2178148970 |
| 1999-01-01 | 1047.3639257354 |
| 1999-02-01 | 1050.6024186849 |
| 1999-03-01 | 1053.8484187281 |
| 1999-04-01 | 1059.1432288255 |
| 1999-05-01 | 1059.1301823333 |
| 1999-06-01 | 1061.1934322465 |
| 1999-07-01 | 1067.3878427041 |
| 1999-08-01 | 1067.9789928548 |
| 1999-09-01 | 1070.8386295033 |
| 1999-10-01 | 1073.5930181815 |
| 1999-11-01 | 1075.3091276175 |
| 1999-12-01 | 1077.1256508833 |
| 2000-01-01 | 1082.1855778211 |
| 2000-02-01 | 1086.9456169708 |
| 2000-03-01 | 1089.2933837141 |
| 2000-04-01 | 1090.6795081441 |
| 2000-05-01 | 1094.3430550978 |
| 2000-06-01 | 1096.1991238866 |
| 2000-07-01 | 1099.2989175201 |
| 2000-08-01 | 1105.2716591514 |
| 2000-09-01 | 1110.5448331054 |
| 2000-10-01 | 1107.6948764302 |
| 2000-11-01 | 1109.6857864949 |
| 2000-12-01 | 1111.8502210899 |
| 2001-01-01 | 1130.0748064424 |
| 2001-02-01 | 1129.7316286451 |
| 2001-03-01 | 1131.6171349411 |
| 2001-04-01 | 1130.2529929843 |
| 2001-05-01 | 1128.6373340637 |
| 2001-06-01 | 1131.8473007708 |
| 2001-07-01 | 1123.8973299857 |
| 2001-08-01 | 1125.9895973153 |
| 2001-09-01 | 1126.4026579368 |
| 2001-10-01 | 1123.9560220078 |
| 2001-11-01 | 1124.9134477668 |
| 2001-12-01 | 1124.9149903102 |
| 2002-01-01 | 1126.6451014506 |
| 2002-02-01 | 1127.9065510062 |
| 2002-03-01 | 1131.9432982148 |
| 2002-04-01 | 1130.2933540211 |
| 2002-05-01 | 1133.7330963734 |
| 2002-06-01 | 1135.7606319020 |
| 2002-07-01 | 1133.3901608254 |
| 2002-08-01 | 1137.5974795405 |
| 2002-09-01 | 1142.7495275840 |
| 2002-10-01 | 1149.6603399305 |
| 2002-11-01 | 1150.3117508641 |
| 2002-12-01 | 1154.4502949114 |
| 2003-01-01 | 1155.1853224993 |
| 2003-02-01 | 1156.3876105326 |
| 2003-03-01 | 1157.3645384982 |
| 2003-04-01 | 1160.9072983799 |
| 2003-05-01 | 1162.6481747976 |
| 2003-06-01 | 1165.1921480242 |
| 2003-07-01 | 1173.2659261273 |
| 2003-08-01 | 1172.8362552058 |
| 2003-09-01 | 1171.5431519717 |
| 2003-10-01 | 1175.2427472677 |
| 2003-11-01 | 1175.7950200916 |
| 2003-12-01 | 1174.2850402224 |
| 2004-01-01 | 1175.9400267174 |
| 2004-02-01 | 1174.5223653375 |
| 2004-03-01 | 1177.7733119284 |
| 2004-04-01 | 1181.6131510336 |
| 2004-05-01 | 1186.0546392062 |
| 2004-06-01 | 1186.3037308075 |
| 2004-07-01 | 1193.7169668727 |
| 2004-08-01 | 1190.6543950272 |
| 2004-09-01 | 1188.6100552788 |
| 2004-10-01 | 1194.3305660607 |
| 2004-11-01 | 1199.9615421344 |
| 2004-12-01 | 1201.3301957489 |
| 2005-01-01 | 1203.1308463642 |
| 2005-02-01 | 1207.1829822133 |
| 2005-03-01 | 1207.5422675073 |
| 2005-04-01 | 1212.8113137311 |
| 2005-05-01 | 1212.9949589237 |
| 2005-06-01 | 1216.1907511467 |
| 2005-07-01 | 1219.0434339381 |
| 2005-08-01 | 1220.2839891995 |
| 2005-09-01 | 1220.9346733238 |
| 2005-10-01 | 1217.1096074773 |
| 2005-11-01 | 1220.5683933290 |
| 2005-12-01 | 1224.3023903250 |
| 2006-01-01 | 1226.6182648009 |
| 2006-02-01 | 1230.9859290540 |
| 2006-03-01 | 1233.5764656161 |
| 2006-04-01 | 1232.8291297657 |
| 2006-05-01 | 1234.3676552359 |
| 2006-06-01 | 1236.7505298211 |
| 2006-07-01 | 1239.9186567963 |
| 2006-08-01 | 1241.5583987054 |
| 2006-09-01 | 1241.8932421997 |
| 2006-10-01 | 1244.6091301996 |
| 2006-11-01 | 1243.2467043546 |
| 2006-12-01 | 1244.3089790187 |
| 2007-01-01 | 1242.6906224787 |
| 2007-02-01 | 1242.7611191232 |
| 2007-03-01 | 1242.9976224853 |
| 2007-04-01 | 1238.4448157509 |
| 2007-05-01 | 1235.8128674803 |
| 2007-06-01 | 1235.2978695030 |
| 2007-07-01 | 1245.0002143656 |
| 2007-08-01 | 1240.4835682002 |
| 2007-09-01 | 1241.3287281324 |
| 2007-10-01 | 1239.6647319222 |
| 2007-11-01 | 1242.1951186371 |
| 2007-12-01 | 1241.8671745726 |
| 2008-01-01 | 1244.0767738865 |
| 2008-02-01 | 1242.8805754750 |
| 2008-03-01 | 1240.4871521799 |
| 2008-04-01 | 1239.9377151194 |
| 2008-05-01 | 1236.6381952928 |
| 2008-06-01 | 1233.4361921456 |
| 2008-07-01 | 1230.3796381828 |
| 2008-08-01 | 1225.6646765635 |
| 2008-09-01 | 1222.3695979948 |
| 2008-10-01 | 1213.8405511328 |
| 2008-11-01 | 1204.8179079352 |
| 2008-12-01 | 1197.2234258992 |
| 2009-01-01 | 1188.3322990598 |
| 2009-02-01 | 1179.9122853171 |
| 2009-03-01 | 1173.4731913483 |
| 2009-04-01 | 1166.1981899859 |
| 2009-05-01 | 1160.5908993597 |
| 2009-06-01 | 1155.4353496701 |
| 2009-07-01 | 1148.5001692025 |
| 2009-08-01 | 1144.4674257031 |
| 2009-09-01 | 1143.1660722091 |
| 2009-10-01 | 1148.4583036273 |
| 2009-11-01 | 1144.3965693334 |
| 2009-12-01 | 1145.2789825156 |
| 2010-01-01 | 1145.2862550639 |
| 2010-02-01 | 1145.1245632601 |
| 2010-03-01 | 1143.4457077960 |
| 2010-04-01 | 1151.2780370063 |
| 2010-05-01 | 1155.2761587739 |
| 2010-06-01 | 1154.2870934755 |
| 2010-07-01 | 1154.4775274814 |
| 2010-08-01 | 1155.4915941117 |
| 2010-09-01 | 1152.4073772582 |
| 2010-10-01 | 1157.6867930507 |
| 2010-11-01 | 1157.4562096495 |
| 2010-12-01 | 1159.2315426246 |
| 2011-01-01 | 1162.6658284704 |
| 2011-02-01 | 1161.3260553862 |
| 2011-03-01 | 1160.8066434579 |
| 2011-04-01 | 1159.0421004873 |
| 2011-05-01 | 1157.8256789735 |
| 2011-06-01 | 1159.7169731064 |
| 2011-07-01 | 1166.1534302330 |
| 2011-08-01 | 1164.7503552444 |
| 2011-09-01 | 1168.9428740414 |
| 2011-10-01 | 1163.7126975579 |
| 2011-11-01 | 1170.0242119431 |
| 2011-12-01 | 1170.8571770806 |
| 2012-01-01 | 1172.9097533671 |
| 2012-02-01 | 1176.5309206726 |
| 2012-03-01 | 1181.4308570120 |
| 2012-04-01 | 1187.1983263352 |
| 2012-05-01 | 1192.5573293895 |
| 2012-06-01 | 1196.3063785572 |
| 2012-07-01 | 1195.9497306119 |
| 2012-08-01 | 1197.0894587120 |
| 2012-09-01 | 1203.0383380516 |
| 2012-10-01 | 1203.9534229193 |
| 2012-11-01 | 1210.2014244251 |
| 2012-12-01 | 1212.5814191357 |
| 2013-01-01 | 1212.5535320994 |
| 2013-02-01 | 1219.0837659598 |
| 2013-03-01 | 1220.7020529039 |
| 2013-04-01 | 1224.1488947482 |
| 2013-05-01 | 1226.7493542916 |
| 2013-06-01 | 1229.7351752889 |
| 2013-07-01 | 1230.6944150968 |
| 2013-08-01 | 1236.2135130130 |
| 2013-09-01 | 1231.4150816860 |
| 2013-10-01 | 1229.6041108986 |
| 2013-11-01 | 1235.2483189083 |
| 2013-12-01 | 1236.6559759693 |
| 2014-01-01 | 1239.0487516927 |
| 2014-02-01 | 1241.9585131363 |
| 2014-03-01 | 1245.5706528543 |
| 2014-04-01 | 1249.0293190916 |
| 2014-05-01 | 1256.6719084103 |
| 2014-06-01 | 1254.7340366016 |
| 2014-07-01 | 1256.9574824183 |
| 2014-08-01 | 1262.9455140222 |
| 2014-09-01 | 1264.5387637806 |
| 2014-10-01 | 1268.5340760853 |
| 2014-11-01 | 1273.7410590703 |
| 2014-12-01 | 1278.6239826667 |
| 2015-01-01 | 1281.0380567345 |
| 2015-02-01 | 1283.1785337206 |
| 2015-03-01 | 1286.1256757337 |
| 2015-04-01 | 1288.8263358238 |
| 2015-05-01 | 1287.4998939431 |
| 2015-06-01 | 1294.9867937881 |
| 2015-07-01 | 1301.8243058538 |
| 2015-08-01 | 1304.4740562249 |
| 2015-09-01 | 1307.1201154410 |
| 2015-10-01 | 1311.3630922375 |
| 2015-11-01 | 1311.3583400374 |
| 2015-12-01 | 1315.0155097843 |
| 2016-01-01 | 1319.4219668534 |
| 2016-02-01 | 1323.0652476504 |
| 2016-03-01 | 1322.8593182731 |
| 2016-04-01 | 1325.4254136150 |
| 2016-05-01 | 1325.0402938909 |
| 2016-06-01 | 1323.7305669760 |
| 2016-07-01 | 1333.0903877120 |
| 2016-08-01 | 1332.2596363288 |
| 2016-09-01 | 1338.8747621944 |
| 2016-10-01 | 1343.7107698914 |
| 2016-11-01 | 1346.9145472826 |
| 2016-12-01 | 1348.4627378126 |
| 2017-01-01 | 1343.4198645230 |
| 2017-02-01 | 1344.1388670934 |
| 2017-03-01 | 1348.8259260329 |
| 2017-04-01 | 1349.6077846943 |
| 2017-05-01 | 1355.3659084885 |
| 2017-06-01 | 1358.0878114339 |
| 2017-07-01 | 1356.9195338099 |
| 2017-08-01 | 1360.8821078073 |
| 2017-09-01 | 1366.3297782478 |
| 2017-10-01 | 1366.3471753448 |
| 2017-11-01 | 1368.2663462375 |
| 2017-12-01 | 1373.0978693004 |
| 2018-01-01 | 1378.1880544141 |
| 2018-02-01 | 1381.9255788192 |
| 2018-03-01 | 1385.8122322660 |
| 2018-04-01 | 1382.6187335176 |
| 2018-05-01 | 1382.7324593878 |
| 2018-06-01 | 1384.0864031094 |
| 2018-07-01 | 1386.6927415656 |
| 2018-08-01 | 1389.2026606664 |
| 2018-09-01 | 1388.0171540606 |
| 2018-10-01 | 1391.1081098839 |
| 2018-11-01 | 1391.0524502873 |
| 2018-12-01 | 1393.1355995827 |
| 2019-01-01 | 1396.3008668469 |
| 2019-02-01 | 1400.5746488529 |
| 2019-03-01 | 1403.7200658915 |
| 2019-04-01 | 1406.8958519224 |
| 2019-05-01 | 1409.4179754205 |
| 2019-06-01 | 1410.7870177866 |
| 2019-07-01 | 1411.1220565379 |
| 2019-08-01 | 1411.4077092664 |
| 2019-09-01 | 1410.8209113163 |
| 2019-10-01 | 1413.2643643643 |
| 2019-11-01 | 1415.3902086876 |
| 2019-12-01 | 1413.0143233713 |
| 2020-01-01 | 1423.2226322358 |
| 2020-02-01 | 1425.6898414882 |
| 2020-03-01 | 1407.7614471668 |
| 2020-04-01 | 1178.7463220754 |
| 2020-05-01 | 1164.8471636415 |
| 2020-06-01 | 1219.7047565667 |
| 2020-07-01 | 1227.5177184783 |
| 2020-08-01 | 1235.7248885269 |
| 2020-09-01 | 1248.2470632464 |
| 2020-10-01 | 1275.9382708734 |
| 2020-11-01 | 1288.7751818236 |
| 2020-12-01 | 1277.3847659768 |
| 2021-01-01 | 1263.0962207091 |
| 2021-02-01 | 1287.3319513961 |
| 2021-03-01 | 1300.0811700865 |
| 2021-04-01 | 1314.5677577920 |
| 2021-05-01 | 1322.8718356870 |
| 2021-06-01 | 1327.1582198723 |
| 2021-07-01 | 1349.3892972943 |
| 2021-08-01 | 1355.2425138583 |
| 2021-09-01 | 1353.8070548051 |
| 2021-10-01 | 1379.5246615429 |
| 2021-11-01 | 1382.0110823582 |
| 2021-12-01 | 1388.6768105753 |
| 2022-01-01 | 1384.8721992731 |
| 2022-02-01 | 1397.3265904390 |
| 2022-03-01 | 1401.0667387543 |
| 2022-04-01 | 1404.0073581026 |
| 2022-05-01 | 1403.3443663777 |
| 2022-06-01 | 1407.5563214346 |
| 2022-07-01 | 1408.1042685956 |
| 2022-08-01 | 1410.2497102138 |
| 2022-09-01 | 1411.3394863840 |
| 2022-10-01 | 1410.9527415364 |
| 2022-11-01 | 1410.4481979537 |
| 2022-12-01 | 1410.2115510201 |
| 2023-01-01 | 1409.1515755791 |
| 2023-02-01 | 1411.1609293316 |
| 2023-03-01 | 1411.4499548550 |
| 2023-04-01 | 1410.3276319546 |
| 2023-05-01 | 1415.5392424150 |
| 2023-06-01 | 1418.0757087816 |
| 2023-07-01 | 1419.7468916589 |
| 2023-08-01 | 1422.0804229247 |
| 2023-09-01 | 1423.9012575704 |
| 2023-10-01 | 1416.5234726119 |
| 2023-11-01 | 1416.0247418189 |
| 2023-12-01 | 1420.4091066667 |
| 2024-01-01 | 1433.6623493350 |
| 2024-02-01 | 1427.3758307136 |
| 2024-03-01 | 1426.4190028516 |
| 2024-04-01 | 1424.8916093386 |
| 2024-05-01 | 1425.4895232497 |
| 2024-06-01 | 1423.0473654622 |
| 2024-07-01 | 1427.8459057521 |
| 2024-08-01 | 1424.7080047261 |
| 2024-09-01 | 1430.7102367851 |
| 2024-10-01 | 1436.8987738603 |
| 2024-11-01 | 1436.3801949778 |
| 2024-12-01 | 1433.9811999763 |
| 2025-01-01 | 1432.6234637540 |
| 2025-02-01 | 1434.1023951010 |
| 2025-03-01 | 1434.9528391651 |
| 2025-04-01 | 1440.6018785377 |
| 2025-05-01 | 1440.3090036624 |
| 2025-06-01 | 1435.6657752067 |
| 2025-07-01 | 1433.1465497428 |
| 2025-08-01 | 1434.6376732733 |
| 2025-09-01 | 1430.4424133456 |
| 2025-10-01 | 1431.6646591696 |
| 2025-11-01 | 1431.9474593200 |
| 2025-12-01 | 1434.6612461716 |
| 2026-01-01 | 1439.2972905874 |
| 2026-02-01 | 1435.1910859632 |
| 2026-03-01 | 1440.3092461332 |
| 2026-04-01 | 1438.2194907557 |
| 2026-05-01 | 1438.7000908877 |
| 2026-06-01 | 1445.8093920929 |
| 2026-07-01 | 1446.6805201738 |
| 2026-08-01 | 1442.3862234576 |