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 2025-12-01 |
| Last Updated | 2026-01-28 3:41 AM CST |
| 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 | 869.824924770611 |
| 1990-02-01 | 873.478137993271 |
| 1990-03-01 | 873.975558317301 |
| 1990-04-01 | 873.745770077740 |
| 1990-05-01 | 874.766541433217 |
| 1990-06-01 | 876.793193986035 |
| 1990-07-01 | 878.912745892352 |
| 1990-08-01 | 879.129230617883 |
| 1990-09-01 | 877.535578896722 |
| 1990-10-01 | 879.734903118438 |
| 1990-11-01 | 882.316033363710 |
| 1990-12-01 | 880.270039931785 |
| 1991-01-01 | 889.510314048472 |
| 1991-02-01 | 885.554331804201 |
| 1991-03-01 | 880.479683337520 |
| 1991-04-01 | 886.431130985131 |
| 1991-05-01 | 885.464746183673 |
| 1991-06-01 | 885.338409954140 |
| 1991-07-01 | 883.122331365119 |
| 1991-08-01 | 883.325091382086 |
| 1991-09-01 | 884.066848104341 |
| 1991-10-01 | 884.723356032202 |
| 1991-11-01 | 881.042421508445 |
| 1991-12-01 | 877.546711233671 |
| 1992-01-01 | 881.650048235065 |
| 1992-02-01 | 878.346033007167 |
| 1992-03-01 | 879.767357122302 |
| 1992-04-01 | 882.823754378974 |
| 1992-05-01 | 882.057990335547 |
| 1992-06-01 | 882.030413807721 |
| 1992-07-01 | 882.581630090284 |
| 1992-08-01 | 882.321216165280 |
| 1992-09-01 | 882.412223788369 |
| 1992-10-01 | 888.639755597460 |
| 1992-11-01 | 886.846042419700 |
| 1992-12-01 | 885.848005512025 |
| 1993-01-01 | 885.593389759277 |
| 1993-02-01 | 885.425024175160 |
| 1993-03-01 | 886.196962144926 |
| 1993-04-01 | 884.521431827524 |
| 1993-05-01 | 886.500776314529 |
| 1993-06-01 | 885.797967744973 |
| 1993-07-01 | 887.779031527873 |
| 1993-08-01 | 888.546558839806 |
| 1993-09-01 | 889.340974422283 |
| 1993-10-01 | 887.845490215285 |
| 1993-11-01 | 886.987730329536 |
| 1993-12-01 | 889.669941590953 |
| 1994-01-01 | 888.559374324359 |
| 1994-02-01 | 890.684832875350 |
| 1994-03-01 | 892.712704655098 |
| 1994-04-01 | 891.949037378837 |
| 1994-05-01 | 890.865911356959 |
| 1994-06-01 | 892.515800174307 |
| 1994-07-01 | 896.529288436761 |
| 1994-08-01 | 897.478838488953 |
| 1994-09-01 | 900.329654585590 |
| 1994-10-01 | 900.321492732570 |
| 1994-11-01 | 904.325196183414 |
| 1994-12-01 | 907.139120743675 |
| 1995-01-01 | 908.894241702941 |
| 1995-02-01 | 910.715913319431 |
| 1995-03-01 | 910.779074791841 |
| 1995-04-01 | 910.611865229646 |
| 1995-05-01 | 911.980237079136 |
| 1995-06-01 | 915.871402394096 |
| 1995-07-01 | 914.966269752114 |
| 1995-08-01 | 919.788271009259 |
| 1995-09-01 | 921.701145823328 |
| 1995-10-01 | 921.586540497723 |
| 1995-11-01 | 925.336208868726 |
| 1995-12-01 | 927.765678360267 |
| 1996-01-01 | 929.120528418874 |
| 1996-02-01 | 932.182957839336 |
| 1996-03-01 | 932.323786002898 |
| 1996-04-01 | 933.635095973266 |
| 1996-05-01 | 936.380651440378 |
| 1996-06-01 | 937.834420051980 |
| 1996-07-01 | 934.047161217027 |
| 1996-08-01 | 936.724211241595 |
| 1996-09-01 | 938.662671479177 |
| 1996-10-01 | 940.431963220061 |
| 1996-11-01 | 943.683231626046 |
| 1996-12-01 | 945.850723041531 |
| 1997-01-01 | 947.026048274552 |
| 1997-02-01 | 949.686100013583 |
| 1997-03-01 | 954.821363715909 |
| 1997-04-01 | 964.905055249165 |
| 1997-05-01 | 968.219343000547 |
| 1997-06-01 | 972.296838960008 |
| 1997-07-01 | 976.851474169862 |
| 1997-08-01 | 978.650838093123 |
| 1997-09-01 | 980.146239422543 |
| 1997-10-01 | 989.827329745247 |
| 1997-11-01 | 992.143918889066 |
| 1997-12-01 | 996.336432028032 |
| 1998-01-01 | 1008.966332843620 |
| 1998-02-01 | 1008.593318666590 |
| 1998-03-01 | 1010.768131950890 |
| 1998-04-01 | 1016.083887242830 |
| 1998-05-01 | 1020.435176669570 |
| 1998-06-01 | 1024.952121799850 |
| 1998-07-01 | 1028.835902089450 |
| 1998-08-01 | 1032.873477911100 |
| 1998-09-01 | 1035.424848160250 |
| 1998-10-01 | 1038.974659646310 |
| 1998-11-01 | 1041.434344265600 |
| 1998-12-01 | 1043.222637118470 |
| 1999-01-01 | 1047.359728927050 |
| 1999-02-01 | 1050.599439721320 |
| 1999-03-01 | 1053.846048680050 |
| 1999-04-01 | 1059.141840763100 |
| 1999-05-01 | 1059.128789964290 |
| 1999-06-01 | 1061.192617868750 |
| 1999-07-01 | 1067.387449118200 |
| 1999-08-01 | 1067.979916956980 |
| 1999-09-01 | 1070.841090220850 |
| 1999-10-01 | 1073.595765871670 |
| 1999-11-01 | 1075.313232366670 |
| 1999-12-01 | 1077.131975394330 |
| 2000-01-01 | 1082.179635884820 |
| 2000-02-01 | 1086.941345037330 |
| 2000-03-01 | 1089.290182827930 |
| 2000-04-01 | 1090.677689706870 |
| 2000-05-01 | 1094.341507480440 |
| 2000-06-01 | 1096.198531309930 |
| 2000-07-01 | 1099.298657445880 |
| 2000-08-01 | 1105.273053760730 |
| 2000-09-01 | 1110.547737267880 |
| 2000-10-01 | 1107.697998174960 |
| 2000-11-01 | 1109.690399172280 |
| 2000-12-01 | 1111.856497601030 |
| 2001-01-01 | 1130.068731825720 |
| 2001-02-01 | 1129.726483632170 |
| 2001-03-01 | 1131.613628656230 |
| 2001-04-01 | 1130.250941606310 |
| 2001-05-01 | 1128.635953780030 |
| 2001-06-01 | 1131.847029871120 |
| 2001-07-01 | 1123.896985113740 |
| 2001-08-01 | 1125.991239188200 |
| 2001-09-01 | 1126.405621667580 |
| 2001-10-01 | 1123.958811363670 |
| 2001-11-01 | 1124.917913793660 |
| 2001-12-01 | 1124.920864675340 |
| 2002-01-01 | 1126.639411594280 |
| 2002-02-01 | 1127.901274036520 |
| 2002-03-01 | 1131.940252834660 |
| 2002-04-01 | 1130.291550625020 |
| 2002-05-01 | 1133.732127803340 |
| 2002-06-01 | 1135.760783858550 |
| 2002-07-01 | 1133.389915833320 |
| 2002-08-01 | 1137.599030794590 |
| 2002-09-01 | 1142.752150107470 |
| 2002-10-01 | 1149.662456886890 |
| 2002-11-01 | 1150.315085454780 |
| 2002-12-01 | 1154.454454362550 |
| 2003-01-01 | 1155.181401246500 |
| 2003-02-01 | 1156.382984016770 |
| 2003-03-01 | 1157.362339785340 |
| 2003-04-01 | 1160.905937862990 |
| 2003-05-01 | 1162.647684331900 |
| 2003-06-01 | 1165.192544115800 |
| 2003-07-01 | 1173.265675094880 |
| 2003-08-01 | 1172.837500888640 |
| 2003-09-01 | 1171.545218708180 |
| 2003-10-01 | 1175.243968137180 |
| 2003-11-01 | 1175.797028184560 |
| 2003-12-01 | 1174.287300863240 |
| 2004-01-01 | 1175.937966586200 |
| 2004-02-01 | 1174.519006466370 |
| 2004-03-01 | 1177.772018931310 |
| 2004-04-01 | 1181.612405305810 |
| 2004-05-01 | 1186.054492789700 |
| 2004-06-01 | 1186.304167311440 |
| 2004-07-01 | 1193.716885380610 |
| 2004-08-01 | 1190.655170825550 |
| 2004-09-01 | 1188.611374991000 |
| 2004-10-01 | 1194.331150742350 |
| 2004-11-01 | 1199.962294260240 |
| 2004-12-01 | 1201.330564216030 |
| 2005-01-01 | 1203.130714230340 |
| 2005-02-01 | 1207.180835867660 |
| 2005-03-01 | 1207.541771434390 |
| 2005-04-01 | 1212.811043991270 |
| 2005-05-01 | 1212.994999641090 |
| 2005-06-01 | 1216.190984477150 |
| 2005-07-01 | 1219.043428777830 |
| 2005-08-01 | 1220.284312551470 |
| 2005-09-01 | 1220.935424579740 |
| 2005-10-01 | 1217.109750097150 |
| 2005-11-01 | 1220.568613853570 |
| 2005-12-01 | 1224.302515712600 |
| 2006-01-01 | 1226.618259771930 |
| 2006-02-01 | 1230.984702636750 |
| 2006-03-01 | 1233.576409466860 |
| 2006-04-01 | 1232.829121664740 |
| 2006-05-01 | 1234.367721047670 |
| 2006-06-01 | 1236.750633312950 |
| 2006-07-01 | 1239.918768968980 |
| 2006-08-01 | 1241.558463033440 |
| 2006-09-01 | 1241.893563307070 |
| 2006-10-01 | 1244.609212500590 |
| 2006-11-01 | 1243.246701042000 |
| 2006-12-01 | 1244.308971659160 |
| 2007-01-01 | 1242.690619120560 |
| 2007-02-01 | 1242.760551657410 |
| 2007-03-01 | 1242.997671729950 |
| 2007-04-01 | 1238.444856496780 |
| 2007-05-01 | 1235.812942797480 |
| 2007-06-01 | 1235.297900998570 |
| 2007-07-01 | 1245.000265101220 |
| 2007-08-01 | 1240.483548975180 |
| 2007-09-01 | 1241.328860149660 |
| 2007-10-01 | 1239.664768316510 |
| 2007-11-01 | 1242.195105307060 |
| 2007-12-01 | 1241.867146059470 |
| 2008-01-01 | 1244.076724754990 |
| 2008-02-01 | 1242.880523208370 |
| 2008-03-01 | 1240.487158479690 |
| 2008-04-01 | 1239.937724954830 |
| 2008-05-01 | 1236.638270121990 |
| 2008-06-01 | 1233.436172939770 |
| 2008-07-01 | 1230.379595468930 |
| 2008-08-01 | 1225.664565604180 |
| 2008-09-01 | 1222.369520082340 |
| 2008-10-01 | 1213.840647866110 |
| 2008-11-01 | 1204.817880325050 |
| 2008-12-01 | 1197.223460865630 |
| 2009-01-01 | 1188.332352936280 |
| 2009-02-01 | 1179.912356793680 |
| 2009-03-01 | 1173.473297250260 |
| 2009-04-01 | 1166.198270915620 |
| 2009-05-01 | 1160.591046404010 |
| 2009-06-01 | 1155.435253367000 |
| 2009-07-01 | 1148.500104825240 |
| 2009-08-01 | 1144.466869138610 |
| 2009-09-01 | 1143.165945042540 |
| 2009-10-01 | 1148.458446552430 |
| 2009-11-01 | 1144.396428548240 |
| 2009-12-01 | 1145.278830636570 |
| 2010-01-01 | 1145.287137454950 |
| 2010-02-01 | 1145.124453827920 |
| 2010-03-01 | 1143.445807235480 |
| 2010-04-01 | 1151.278241453330 |
| 2010-05-01 | 1155.276474796110 |
| 2010-06-01 | 1154.287047353020 |
| 2010-07-01 | 1154.477594157370 |
| 2010-08-01 | 1155.489910765760 |
| 2010-09-01 | 1152.407233522040 |
| 2010-10-01 | 1157.687355358920 |
| 2010-11-01 | 1157.455950845590 |
| 2010-12-01 | 1159.231193540330 |
| 2011-01-01 | 1162.667650275810 |
| 2011-02-01 | 1161.325704542410 |
| 2011-03-01 | 1160.806354378250 |
| 2011-04-01 | 1159.041750828680 |
| 2011-05-01 | 1157.827274404550 |
| 2011-06-01 | 1159.716610392120 |
| 2011-07-01 | 1166.153650753560 |
| 2011-08-01 | 1164.748013606770 |
| 2011-09-01 | 1168.943211823160 |
| 2011-10-01 | 1163.713572706670 |
| 2011-11-01 | 1170.023383181370 |
| 2011-12-01 | 1170.855906373940 |
| 2012-01-01 | 1172.911952926250 |
| 2012-02-01 | 1176.530221442510 |
| 2012-03-01 | 1181.430770633830 |
| 2012-04-01 | 1187.198124119540 |
| 2012-05-01 | 1192.561537525260 |
| 2012-06-01 | 1196.306014722880 |
| 2012-07-01 | 1195.949582215610 |
| 2012-08-01 | 1197.085875092330 |
| 2012-09-01 | 1203.038225150950 |
| 2012-10-01 | 1203.953800396370 |
| 2012-11-01 | 1210.199347353500 |
| 2012-12-01 | 1212.578969409270 |
| 2013-01-01 | 1212.555574221440 |
| 2013-02-01 | 1219.083567751820 |
| 2013-03-01 | 1220.704195798860 |
| 2013-04-01 | 1224.151810386400 |
| 2013-05-01 | 1226.756900433640 |
| 2013-06-01 | 1229.733534250690 |
| 2013-07-01 | 1230.690543109870 |
| 2013-08-01 | 1236.213892704420 |
| 2013-09-01 | 1231.407913399240 |
| 2013-10-01 | 1229.600381598130 |
| 2013-11-01 | 1235.256595208260 |
| 2013-12-01 | 1236.636086360970 |
| 2014-01-01 | 1239.054792847410 |
| 2014-02-01 | 1241.961847497950 |
| 2014-03-01 | 1245.577038033430 |
| 2014-04-01 | 1249.038531166250 |
| 2014-05-01 | 1256.685862645340 |
| 2014-06-01 | 1254.740987699710 |
| 2014-07-01 | 1256.933008515640 |
| 2014-08-01 | 1262.973969146340 |
| 2014-09-01 | 1264.484497647120 |
| 2014-10-01 | 1268.539732078660 |
| 2014-11-01 | 1273.764399421300 |
| 2014-12-01 | 1278.583730935830 |
| 2015-01-01 | 1281.043669800760 |
| 2015-02-01 | 1283.185118247190 |
| 2015-03-01 | 1286.145150377960 |
| 2015-04-01 | 1288.841266585210 |
| 2015-05-01 | 1287.517563884530 |
| 2015-06-01 | 1295.000036390260 |
| 2015-07-01 | 1301.776261473250 |
| 2015-08-01 | 1304.536720861330 |
| 2015-09-01 | 1307.022241068780 |
| 2015-10-01 | 1311.383693889510 |
| 2015-11-01 | 1311.397914488270 |
| 2015-12-01 | 1314.950379721520 |
| 2016-01-01 | 1319.425370041020 |
| 2016-02-01 | 1323.080532321570 |
| 2016-03-01 | 1322.901358423840 |
| 2016-04-01 | 1325.448006245870 |
| 2016-05-01 | 1325.044861739970 |
| 2016-06-01 | 1323.726872341270 |
| 2016-07-01 | 1332.997244100360 |
| 2016-08-01 | 1332.336932150360 |
| 2016-09-01 | 1338.748196982730 |
| 2016-10-01 | 1343.791808620500 |
| 2016-11-01 | 1347.022486115300 |
| 2016-12-01 | 1348.313787689890 |
| 2017-01-01 | 1343.468757600810 |
| 2017-02-01 | 1344.180345285470 |
| 2017-03-01 | 1348.894351106350 |
| 2017-04-01 | 1349.635104273620 |
| 2017-05-01 | 1355.341453036000 |
| 2017-06-01 | 1357.997104662390 |
| 2017-07-01 | 1356.709634524850 |
| 2017-08-01 | 1360.840975319830 |
| 2017-09-01 | 1366.368263752650 |
| 2017-10-01 | 1366.493949981910 |
| 2017-11-01 | 1368.486399437050 |
| 2017-12-01 | 1372.880361899460 |
| 2018-01-01 | 1378.378915093950 |
| 2018-02-01 | 1381.965127773750 |
| 2018-03-01 | 1385.899204882510 |
| 2018-04-01 | 1382.690498629440 |
| 2018-05-01 | 1382.645555954140 |
| 2018-06-01 | 1383.807857624670 |
| 2018-07-01 | 1386.222011058790 |
| 2018-08-01 | 1389.004007211740 |
| 2018-09-01 | 1388.312642451020 |
| 2018-10-01 | 1391.215769172990 |
| 2018-11-01 | 1391.578544482900 |
| 2018-12-01 | 1392.945351316290 |
| 2019-01-01 | 1396.660155260070 |
| 2019-02-01 | 1400.591933836630 |
| 2019-03-01 | 1403.808676195470 |
| 2019-04-01 | 1406.986133774560 |
| 2019-05-01 | 1409.236385110380 |
| 2019-06-01 | 1410.277375815190 |
| 2019-07-01 | 1410.375282587430 |
| 2019-08-01 | 1411.013914857390 |
| 2019-09-01 | 1411.431781039220 |
| 2019-10-01 | 1413.315675708280 |
| 2019-11-01 | 1416.204576806640 |
| 2019-12-01 | 1412.952647311060 |
| 2020-01-01 | 1423.689057261280 |
| 2020-02-01 | 1425.640001046730 |
| 2020-03-01 | 1407.836249470580 |
| 2020-04-01 | 1178.856829496720 |
| 2020-05-01 | 1164.648020328590 |
| 2020-06-01 | 1219.117957525910 |
| 2020-07-01 | 1226.710599094230 |
| 2020-08-01 | 1235.340816418990 |
| 2020-09-01 | 1248.895990760710 |
| 2020-10-01 | 1275.889444781170 |
| 2020-11-01 | 1289.791294272850 |
| 2020-12-01 | 1277.287334787440 |
| 2021-01-01 | 1263.549659192070 |
| 2021-02-01 | 1287.159133416450 |
| 2021-03-01 | 1300.094880781270 |
| 2021-04-01 | 1314.832222179220 |
| 2021-05-01 | 1322.852699728870 |
| 2021-06-01 | 1326.393733770670 |
| 2021-07-01 | 1348.573382480170 |
| 2021-08-01 | 1354.536114619210 |
| 2021-09-01 | 1354.530119263610 |
| 2021-10-01 | 1379.626557470090 |
| 2021-11-01 | 1383.289243740730 |
| 2021-12-01 | 1388.300200971290 |
| 2022-01-01 | 1385.236251403230 |
| 2022-02-01 | 1396.798345325420 |
| 2022-03-01 | 1400.839575785350 |
| 2022-04-01 | 1404.794939714720 |
| 2022-05-01 | 1403.972560200710 |
| 2022-06-01 | 1406.734692300530 |
| 2022-07-01 | 1407.274853491660 |
| 2022-08-01 | 1409.484455216540 |
| 2022-09-01 | 1411.742914238720 |
| 2022-10-01 | 1411.168467105730 |
| 2022-11-01 | 1411.822398220440 |
| 2022-12-01 | 1409.397716411950 |
| 2023-01-01 | 1409.657530039740 |
| 2023-02-01 | 1410.390713978530 |
| 2023-03-01 | 1411.720134425710 |
| 2023-04-01 | 1412.578916157410 |
| 2023-05-01 | 1417.896151308080 |
| 2023-06-01 | 1418.793249150740 |
| 2023-07-01 | 1420.460561983710 |
| 2023-08-01 | 1422.741396116450 |
| 2023-09-01 | 1425.408166705150 |
| 2023-10-01 | 1423.091959546210 |
| 2023-11-01 | 1423.003782466890 |
| 2023-12-01 | 1422.617846997730 |
| 2024-01-01 | 1435.946550763590 |
| 2024-02-01 | 1430.107526449540 |
| 2024-03-01 | 1429.059695796320 |
| 2024-04-01 | 1426.319987705400 |
| 2024-05-01 | 1425.470541333410 |
| 2024-06-01 | 1422.127904034470 |
| 2024-07-01 | 1429.133118293220 |
| 2024-08-01 | 1428.374852637090 |
| 2024-09-01 | 1426.575328400860 |
| 2024-10-01 | 1429.395724233980 |
| 2024-11-01 | 1429.677505736790 |
| 2024-12-01 | 1431.949454292100 |
| 2025-01-01 | 1433.261792451440 |
| 2025-02-01 | 1434.062153958900 |
| 2025-03-01 | 1436.244846364650 |
| 2025-04-01 | 1435.977132308900 |
| 2025-05-01 | 1436.612465612550 |
| 2025-06-01 | 1437.509949002260 |
| 2025-07-01 | 1438.728207570890 |
| 2025-08-01 | 1436.590296897340 |
| 2025-09-01 | 1437.651317255500 |
| 2025-10-01 | 1439.387821015540 |
| 2025-11-01 | 1439.994286768950 |
| 2025-12-01 | 1440.122858680640 |