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 2026-09-01 |
| Last Updated | 2026-10-20 9:53 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 | 745.6258385964 |
| 1990-02-01 | 748.8079597408 |
| 1990-03-01 | 748.1921730811 |
| 1990-04-01 | 747.3584292179 |
| 1990-05-01 | 747.6200847912 |
| 1990-06-01 | 749.1311065046 |
| 1990-07-01 | 750.2418695891 |
| 1990-08-01 | 752.1515986799 |
| 1990-09-01 | 750.6509358965 |
| 1990-10-01 | 752.8395660913 |
| 1990-11-01 | 753.7775885231 |
| 1990-12-01 | 751.0659336406 |
| 1991-01-01 | 760.2640363796 |
| 1991-02-01 | 756.2791618072 |
| 1991-03-01 | 750.7835550823 |
| 1991-04-01 | 756.6267556122 |
| 1991-05-01 | 755.3378109191 |
| 1991-06-01 | 755.7712850231 |
| 1991-07-01 | 753.8381497723 |
| 1991-08-01 | 753.5829355895 |
| 1991-09-01 | 754.1922331810 |
| 1991-10-01 | 755.9787326298 |
| 1991-11-01 | 751.8451620903 |
| 1991-12-01 | 747.0986165959 |
| 1992-01-01 | 752.0440179660 |
| 1992-02-01 | 748.7146477562 |
| 1992-03-01 | 750.5966684428 |
| 1992-04-01 | 753.5277001675 |
| 1992-05-01 | 753.5877672568 |
| 1992-06-01 | 753.5273665536 |
| 1992-07-01 | 755.5880096303 |
| 1992-08-01 | 754.9599303319 |
| 1992-09-01 | 755.3091892675 |
| 1992-10-01 | 760.8693585663 |
| 1992-11-01 | 759.3525061509 |
| 1992-12-01 | 757.5554529218 |
| 1993-01-01 | 758.0501058999 |
| 1993-02-01 | 758.1581990065 |
| 1993-03-01 | 758.7720292810 |
| 1993-04-01 | 757.3539850336 |
| 1993-05-01 | 759.0034663884 |
| 1993-06-01 | 757.9071800153 |
| 1993-07-01 | 758.5501744054 |
| 1993-08-01 | 759.2189710747 |
| 1993-09-01 | 760.4569764913 |
| 1993-10-01 | 760.1769248076 |
| 1993-11-01 | 758.5007251871 |
| 1993-12-01 | 760.9377175959 |
| 1994-01-01 | 760.1222374664 |
| 1994-02-01 | 762.0016331434 |
| 1994-03-01 | 763.9315479545 |
| 1994-04-01 | 763.1205186515 |
| 1994-05-01 | 761.8449053635 |
| 1994-06-01 | 763.1265935542 |
| 1994-07-01 | 766.6348535722 |
| 1994-08-01 | 767.8176808149 |
| 1994-09-01 | 770.7359755185 |
| 1994-10-01 | 771.3963941190 |
| 1994-11-01 | 774.6504819995 |
| 1994-12-01 | 777.1728217781 |
| 1995-01-01 | 779.8895211559 |
| 1995-02-01 | 782.6689604836 |
| 1995-03-01 | 783.0450326069 |
| 1995-04-01 | 782.7485187903 |
| 1995-05-01 | 784.4349090935 |
| 1995-06-01 | 788.5156215634 |
| 1995-07-01 | 785.7117805616 |
| 1995-08-01 | 791.8050284352 |
| 1995-09-01 | 793.4843098022 |
| 1995-10-01 | 792.6834535069 |
| 1995-11-01 | 797.2597808758 |
| 1995-12-01 | 799.4522615055 |
| 1996-01-01 | 800.2967683057 |
| 1996-02-01 | 802.1803955943 |
| 1996-03-01 | 802.8000240639 |
| 1996-04-01 | 804.3127783516 |
| 1996-05-01 | 806.9459094211 |
| 1996-06-01 | 808.5229342794 |
| 1996-07-01 | 805.1719329965 |
| 1996-08-01 | 808.0636385061 |
| 1996-09-01 | 808.1461565287 |
| 1996-10-01 | 809.5105114862 |
| 1996-11-01 | 812.9628079966 |
| 1996-12-01 | 815.0596479874 |
| 1997-01-01 | 816.0434749086 |
| 1997-02-01 | 818.2655148529 |
| 1997-03-01 | 823.4456177123 |
| 1997-04-01 | 833.9128130461 |
| 1997-05-01 | 836.7763239448 |
| 1997-06-01 | 840.0395122113 |
| 1997-07-01 | 843.0013302103 |
| 1997-08-01 | 845.3852665146 |
| 1997-09-01 | 845.9525842001 |
| 1997-10-01 | 855.7092762568 |
| 1997-11-01 | 857.6466890285 |
| 1997-12-01 | 862.0946969860 |
| 1998-01-01 | 874.8021168477 |
| 1998-02-01 | 874.2844775585 |
| 1998-03-01 | 875.3954486488 |
| 1998-04-01 | 879.6562164573 |
| 1998-05-01 | 883.8341854394 |
| 1998-06-01 | 886.8132607236 |
| 1998-07-01 | 893.2890766173 |
| 1998-08-01 | 896.7132421670 |
| 1998-09-01 | 899.0649787273 |
| 1998-10-01 | 901.9000492393 |
| 1998-11-01 | 903.4885413728 |
| 1998-12-01 | 904.8160439510 |
| 1999-01-01 | 908.1694749971 |
| 1999-02-01 | 911.5269329062 |
| 1999-03-01 | 913.7299452153 |
| 1999-04-01 | 919.5596949984 |
| 1999-05-01 | 919.2146862292 |
| 1999-06-01 | 920.6080746101 |
| 1999-07-01 | 925.2056733889 |
| 1999-08-01 | 925.6468494261 |
| 1999-09-01 | 929.0086387707 |
| 1999-10-01 | 930.9994504434 |
| 1999-11-01 | 932.4725055180 |
| 1999-12-01 | 933.5548219890 |
| 2000-01-01 | 938.8332303659 |
| 2000-02-01 | 942.2648651641 |
| 2000-03-01 | 944.8601776277 |
| 2000-04-01 | 944.8631918882 |
| 2000-05-01 | 944.7917238040 |
| 2000-06-01 | 950.7980989137 |
| 2000-07-01 | 952.9304543833 |
| 2000-08-01 | 957.9103470722 |
| 2000-09-01 | 961.6262794105 |
| 2000-10-01 | 960.2687050229 |
| 2000-11-01 | 961.9601337217 |
| 2000-12-01 | 963.8113483980 |
| 2001-01-01 | 982.4951200303 |
| 2001-02-01 | 981.2241384027 |
| 2001-03-01 | 982.6816632211 |
| 2001-04-01 | 980.9229273472 |
| 2001-05-01 | 979.2575236808 |
| 2001-06-01 | 979.6351016899 |
| 2001-07-01 | 973.8343762758 |
| 2001-08-01 | 974.4001898479 |
| 2001-09-01 | 972.8346539788 |
| 2001-10-01 | 971.1395153809 |
| 2001-11-01 | 971.8010875479 |
| 2001-12-01 | 971.7240807421 |
| 2002-01-01 | 972.4935185861 |
| 2002-02-01 | 973.6940383028 |
| 2002-03-01 | 976.5214217802 |
| 2002-04-01 | 975.0358355881 |
| 2002-05-01 | 978.2918377281 |
| 2002-06-01 | 979.7421515923 |
| 2002-07-01 | 980.7832994753 |
| 2002-08-01 | 984.3432168661 |
| 2002-09-01 | 987.5216200706 |
| 2002-10-01 | 992.7724522374 |
| 2002-11-01 | 994.0164769540 |
| 2002-12-01 | 997.9336926997 |
| 2003-01-01 | 999.3874167500 |
| 2003-02-01 | 1001.1853518761 |
| 2003-03-01 | 1002.3307624651 |
| 2003-04-01 | 1006.3626135130 |
| 2003-05-01 | 1008.8737054705 |
| 2003-06-01 | 1011.0223107447 |
| 2003-07-01 | 1016.1493415725 |
| 2003-08-01 | 1018.3995483478 |
| 2003-09-01 | 1018.6284786979 |
| 2003-10-01 | 1022.5015230456 |
| 2003-11-01 | 1023.4525504051 |
| 2003-12-01 | 1021.7217835211 |
| 2004-01-01 | 1022.4118606722 |
| 2004-02-01 | 1022.2612866211 |
| 2004-03-01 | 1024.7127950919 |
| 2004-04-01 | 1028.5122914742 |
| 2004-05-01 | 1032.5788818948 |
| 2004-06-01 | 1033.3937916085 |
| 2004-07-01 | 1037.9300963298 |
| 2004-08-01 | 1037.5756045378 |
| 2004-09-01 | 1035.3530741834 |
| 2004-10-01 | 1041.3350478185 |
| 2004-11-01 | 1046.0140878322 |
| 2004-12-01 | 1047.6268972481 |
| 2005-01-01 | 1049.5778233016 |
| 2005-02-01 | 1053.0232587704 |
| 2005-03-01 | 1053.4004853845 |
| 2005-04-01 | 1058.0175859240 |
| 2005-05-01 | 1058.2675558681 |
| 2005-06-01 | 1060.6490774896 |
| 2005-07-01 | 1060.9303494893 |
| 2005-08-01 | 1062.1258466173 |
| 2005-09-01 | 1065.3234838195 |
| 2005-10-01 | 1063.0389312196 |
| 2005-11-01 | 1065.1779078509 |
| 2005-12-01 | 1068.7004077171 |
| 2006-01-01 | 1071.1353739300 |
| 2006-02-01 | 1075.2308832643 |
| 2006-03-01 | 1078.0391133816 |
| 2006-04-01 | 1077.5385494526 |
| 2006-05-01 | 1079.0498470509 |
| 2006-06-01 | 1081.5291766927 |
| 2006-07-01 | 1081.2997643636 |
| 2006-08-01 | 1083.4634475228 |
| 2006-09-01 | 1084.4958277050 |
| 2006-10-01 | 1086.6458531880 |
| 2006-11-01 | 1085.3180045005 |
| 2006-12-01 | 1086.2446131005 |
| 2007-01-01 | 1084.2399218236 |
| 2007-02-01 | 1083.8292034487 |
| 2007-03-01 | 1084.5341077774 |
| 2007-04-01 | 1080.0645163893 |
| 2007-05-01 | 1077.8367520359 |
| 2007-06-01 | 1078.1709394021 |
| 2007-07-01 | 1082.9502189774 |
| 2007-08-01 | 1081.2611174784 |
| 2007-09-01 | 1081.0488254035 |
| 2007-10-01 | 1079.9631789294 |
| 2007-11-01 | 1081.4849498034 |
| 2007-12-01 | 1080.5988544431 |
| 2008-01-01 | 1082.6964771366 |
| 2008-02-01 | 1081.3105310617 |
| 2008-03-01 | 1079.4049694023 |
| 2008-04-01 | 1078.9226762158 |
| 2008-05-01 | 1075.5740372900 |
| 2008-06-01 | 1072.5973419344 |
| 2008-07-01 | 1069.8881495459 |
| 2008-08-01 | 1064.8089914249 |
| 2008-09-01 | 1062.3372748882 |
| 2008-10-01 | 1053.6024022883 |
| 2008-11-01 | 1044.3600559467 |
| 2008-12-01 | 1037.1377541362 |
| 2009-01-01 | 1029.7071299281 |
| 2009-02-01 | 1021.3604787435 |
| 2009-03-01 | 1014.9629858670 |
| 2009-04-01 | 1006.7944261142 |
| 2009-05-01 | 1002.9950574375 |
| 2009-06-01 | 998.1834084020 |
| 2009-07-01 | 991.9553701100 |
| 2009-08-01 | 988.5979052419 |
| 2009-09-01 | 989.6471919066 |
| 2009-10-01 | 992.4884420885 |
| 2009-11-01 | 990.5243678331 |
| 2009-12-01 | 991.4915961374 |
| 2010-01-01 | 992.2205874732 |
| 2010-02-01 | 992.2520992330 |
| 2010-03-01 | 990.8400074157 |
| 2010-04-01 | 997.2585256339 |
| 2010-05-01 | 999.0181311744 |
| 2010-06-01 | 1000.5500323738 |
| 2010-07-01 | 1002.2261342302 |
| 2010-08-01 | 1002.9907357427 |
| 2010-09-01 | 1002.6735247863 |
| 2010-10-01 | 1007.4222983224 |
| 2010-11-01 | 1007.4386773279 |
| 2010-12-01 | 1009.0486891503 |
| 2011-01-01 | 1009.8157504537 |
| 2011-02-01 | 1011.0270005719 |
| 2011-03-01 | 1010.9307928479 |
| 2011-04-01 | 1009.5235123934 |
| 2011-05-01 | 1008.7133485972 |
| 2011-06-01 | 1010.8471572134 |
| 2011-07-01 | 1017.7564780040 |
| 2011-08-01 | 1017.8533467943 |
| 2011-09-01 | 1021.7626837061 |
| 2011-10-01 | 1014.7444332420 |
| 2011-11-01 | 1019.6652236062 |
| 2011-12-01 | 1022.0295307346 |
| 2012-01-01 | 1024.7087250123 |
| 2012-02-01 | 1027.8055566253 |
| 2012-03-01 | 1033.0209122362 |
| 2012-04-01 | 1039.0767519137 |
| 2012-05-01 | 1044.4128660448 |
| 2012-06-01 | 1048.7282235910 |
| 2012-07-01 | 1048.3629906322 |
| 2012-08-01 | 1050.6679936198 |
| 2012-09-01 | 1055.2410179587 |
| 2012-10-01 | 1056.4361899508 |
| 2012-11-01 | 1062.5451990239 |
| 2012-12-01 | 1064.8494085286 |
| 2013-01-01 | 1064.9261150133 |
| 2013-02-01 | 1071.4180768739 |
| 2013-03-01 | 1072.8513929770 |
| 2013-04-01 | 1076.5951904427 |
| 2013-05-01 | 1078.7422879751 |
| 2013-06-01 | 1081.4388651095 |
| 2013-07-01 | 1081.6774637151 |
| 2013-08-01 | 1083.7483622174 |
| 2013-09-01 | 1083.4432341465 |
| 2013-10-01 | 1081.0641343161 |
| 2013-11-01 | 1086.2909953336 |
| 2013-12-01 | 1086.9312066112 |
| 2014-01-01 | 1089.2169932111 |
| 2014-02-01 | 1091.8804774075 |
| 2014-03-01 | 1094.8546978339 |
| 2014-04-01 | 1098.0210755274 |
| 2014-05-01 | 1102.3102084495 |
| 2014-06-01 | 1103.7806025496 |
| 2014-07-01 | 1104.6638622039 |
| 2014-08-01 | 1108.5175369683 |
| 2014-09-01 | 1111.6029834026 |
| 2014-10-01 | 1115.7643907901 |
| 2014-11-01 | 1120.6593330977 |
| 2014-12-01 | 1124.7738681970 |
| 2015-01-01 | 1126.4508177750 |
| 2015-02-01 | 1128.3677285515 |
| 2015-03-01 | 1131.3331836251 |
| 2015-04-01 | 1133.5156911490 |
| 2015-05-01 | 1136.4351003068 |
| 2015-06-01 | 1138.7193848688 |
| 2015-07-01 | 1144.1426394404 |
| 2015-08-01 | 1146.4088300990 |
| 2015-09-01 | 1149.1613481296 |
| 2015-10-01 | 1152.3054973272 |
| 2015-11-01 | 1152.8492690122 |
| 2015-12-01 | 1156.3473427467 |
| 2016-01-01 | 1161.1873471764 |
| 2016-02-01 | 1164.1450256786 |
| 2016-03-01 | 1163.6450078247 |
| 2016-04-01 | 1166.0433918557 |
| 2016-05-01 | 1165.2720985621 |
| 2016-06-01 | 1164.2631371979 |
| 2016-07-01 | 1172.7509106646 |
| 2016-08-01 | 1173.0128554968 |
| 2016-09-01 | 1178.6205085127 |
| 2016-10-01 | 1182.8082018370 |
| 2016-11-01 | 1187.6914914355 |
| 2016-12-01 | 1188.3125198562 |
| 2017-01-01 | 1182.5807437209 |
| 2017-02-01 | 1183.8127457759 |
| 2017-03-01 | 1188.2759539443 |
| 2017-04-01 | 1189.2361088367 |
| 2017-05-01 | 1194.5772620596 |
| 2017-06-01 | 1197.7280101000 |
| 2017-07-01 | 1198.0353947820 |
| 2017-08-01 | 1201.9305665237 |
| 2017-09-01 | 1206.7667551984 |
| 2017-10-01 | 1205.5861378636 |
| 2017-11-01 | 1208.2502674801 |
| 2017-12-01 | 1212.5312099467 |
| 2018-01-01 | 1216.4354217248 |
| 2018-02-01 | 1220.4494171646 |
| 2018-03-01 | 1224.1691260223 |
| 2018-04-01 | 1221.5883271898 |
| 2018-05-01 | 1221.8883768181 |
| 2018-06-01 | 1223.2425903880 |
| 2018-07-01 | 1226.2668169514 |
| 2018-08-01 | 1229.1748700301 |
| 2018-09-01 | 1227.6801832404 |
| 2018-10-01 | 1227.7125157684 |
| 2018-11-01 | 1230.0741640820 |
| 2018-12-01 | 1231.5414163651 |
| 2019-01-01 | 1233.8696772512 |
| 2019-02-01 | 1238.1496396349 |
| 2019-03-01 | 1240.7838520186 |
| 2019-04-01 | 1243.9765340011 |
| 2019-05-01 | 1246.9899818710 |
| 2019-06-01 | 1247.7165051269 |
| 2019-07-01 | 1249.2302923691 |
| 2019-08-01 | 1249.6713863996 |
| 2019-09-01 | 1248.8803406053 |
| 2019-10-01 | 1249.4926578272 |
| 2019-11-01 | 1252.6169533934 |
| 2019-12-01 | 1251.2029723870 |
| 2020-01-01 | 1257.3148707430 |
| 2020-02-01 | 1260.2975485343 |
| 2020-03-01 | 1241.6336036857 |
| 2020-04-01 | 1022.7913566454 |
| 2020-05-01 | 1015.2280384590 |
| 2020-06-01 | 1068.0033815100 |
| 2020-07-01 | 1075.8046208553 |
| 2020-08-01 | 1079.2176332742 |
| 2020-09-01 | 1095.3784890447 |
| 2020-10-01 | 1120.9428034374 |
| 2020-11-01 | 1138.5221001078 |
| 2020-12-01 | 1126.0296272340 |
| 2021-01-01 | 1110.1225676020 |
| 2021-02-01 | 1135.7978002060 |
| 2021-03-01 | 1147.4943838623 |
| 2021-04-01 | 1160.4728233119 |
| 2021-05-01 | 1168.5639730931 |
| 2021-06-01 | 1173.7988507067 |
| 2021-07-01 | 1193.5988747428 |
| 2021-08-01 | 1196.8633781596 |
| 2021-09-01 | 1195.3400530099 |
| 2021-10-01 | 1218.0687345754 |
| 2021-11-01 | 1224.3357070764 |
| 2021-12-01 | 1231.0947808450 |
| 2022-01-01 | 1223.5880358493 |
| 2022-02-01 | 1238.5980268762 |
| 2022-03-01 | 1242.3999257149 |
| 2022-04-01 | 1246.5605527195 |
| 2022-05-01 | 1246.9980504258 |
| 2022-06-01 | 1250.1560996682 |
| 2022-07-01 | 1249.3419278566 |
| 2022-08-01 | 1251.7058158934 |
| 2022-09-01 | 1253.1602387214 |
| 2022-10-01 | 1251.7898465580 |
| 2022-11-01 | 1252.7105377181 |
| 2022-12-01 | 1253.2691354053 |
| 2023-01-01 | 1248.1667564605 |
| 2023-02-01 | 1252.6225106632 |
| 2023-03-01 | 1253.6042857669 |
| 2023-04-01 | 1252.7293839994 |
| 2023-05-01 | 1257.3625011827 |
| 2023-06-01 | 1258.5904256568 |
| 2023-07-01 | 1257.9254957778 |
| 2023-08-01 | 1259.7860713708 |
| 2023-09-01 | 1261.4092865397 |
| 2023-10-01 | 1256.6214642469 |
| 2023-11-01 | 1257.3715563230 |
| 2023-12-01 | 1260.0592501549 |
| 2024-01-01 | 1268.4066558025 |
| 2024-02-01 | 1266.7123145903 |
| 2024-03-01 | 1265.0500186709 |
| 2024-04-01 | 1263.2231094657 |
| 2024-05-01 | 1263.4796911137 |
| 2024-06-01 | 1262.4243224442 |
| 2024-07-01 | 1266.2954807227 |
| 2024-08-01 | 1266.1824666226 |
| 2024-09-01 | 1264.3501657524 |
| 2024-10-01 | 1271.4440863801 |
| 2024-11-01 | 1272.0411099687 |
| 2024-12-01 | 1269.1326134374 |
| 2025-01-01 | 1266.1047396564 |
| 2025-02-01 | 1269.5249747092 |
| 2025-03-01 | 1269.6180657297 |
| 2025-04-01 | 1274.9609460894 |
| 2025-05-01 | 1275.4577511136 |
| 2025-06-01 | 1271.4461492498 |
| 2025-07-01 | 1273.5916274706 |
| 2025-08-01 | 1280.7060461307 |
| 2025-09-01 | 1278.1085905422 |
| 2025-10-01 | 1280.0741347935 |
| 2025-11-01 | 1281.4986125470 |
| 2025-12-01 | 1284.3338331480 |
| 2026-01-01 | 1288.2704147258 |
| 2026-02-01 | 1286.5874551407 |
| 2026-03-01 | 1291.6199096019 |
| 2026-04-01 | 1289.6281841554 |
| 2026-05-01 | 1290.8413951438 |
| 2026-06-01 | 1298.7627083389 |
| 2026-07-01 | 1294.8185165375 |
| 2026-08-01 | 1291.3494724099 |
| 2026-09-01 | 1290.9105942519 |