Federal Reserve Economic Data

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 2024-11-01
Last Updated 2024-12-21 6:05 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
1990-01-01 869.8249535646801
1990-02-01 873.4781524674210
1990-03-01 873.9755658480079
1990-04-01 873.7457889677260
1990-05-01 874.7665779519840
1990-06-01 876.7932490130470
1990-07-01 878.9128020662770
1990-08-01 879.1292678249150
1990-09-01 877.5356176331180
1990-10-01 879.7345835665731
1990-11-01 882.3160388460809
1990-12-01 880.2700801236481
1991-01-01 889.5103344106520
1991-02-01 885.5543323017571
1991-03-01 880.4796640459309
1991-04-01 886.4311281448129
1991-05-01 885.4647837779450
1991-06-01 885.3384927128410
1991-07-01 883.1224304290021
1991-08-01 883.3251701363520
1991-09-01 884.0669103594460
1991-10-01 884.7229820408880
1991-11-01 881.0424280004021
1991-12-01 877.5467577539080
1992-01-01 881.6500399346730
1992-02-01 878.3459886111320
1992-03-01 879.7672926891710
1992-04-01 882.8237094471060
1992-05-01 882.0579961785969
1992-06-01 882.0304767840030
1992-07-01 882.5821054415000
1992-08-01 882.3212947258910
1992-09-01 882.4122700523551
1992-10-01 888.6392862740199
1992-11-01 886.8460024375661
1992-12-01 885.8480105601050
1993-01-01 885.5933209495420
1993-02-01 885.4249188423070
1993-03-01 886.1968704788901
1993-04-01 884.5213614048711
1993-05-01 886.5007328447000
1993-06-01 885.7978780460460
1993-07-01 887.7803517970731
1993-08-01 888.5465530402361
1993-09-01 889.3409394345540
1993-10-01 887.8448766235030
1993-11-01 886.9875693074730
1993-12-01 889.6698254361800
1994-01-01 888.5592223402900
1994-02-01 890.6846791904339
1994-03-01 892.7126068478980
1994-04-01 891.9490659875360
1994-05-01 890.8657671761660
1994-06-01 892.5155814046870
1994-07-01 896.5315713740770
1994-08-01 897.4788041633110
1994-09-01 900.3291998226331
1994-10-01 900.3210522386000
1994-11-01 904.3251674318390
1994-12-01 907.1375388619000
1995-01-01 908.8948109166299
1995-02-01 910.7157805486451
1995-03-01 910.7789870467890
1995-04-01 910.6121146213890
1995-05-01 911.9802893035651
1995-06-01 915.8713342474240
1995-07-01 914.9693545829350
1995-08-01 919.7882343061709
1995-09-01 921.6999308429790
1995-10-01 921.5856868445890
1995-11-01 925.3357450948470
1995-12-01 927.7622649067940
1996-01-01 929.1220622275059
1996-02-01 932.1835203553301
1996-03-01 932.3245659737010
1996-04-01 933.6356510397940
1996-05-01 936.3815925137480
1996-06-01 937.8351322870869
1996-07-01 934.0503361437460
1996-08-01 936.7240467539860
1996-09-01 938.6599638839810
1996-10-01 940.4295588020481
1996-11-01 943.6811932907269
1996-12-01 945.8449843371510
1997-01-01 947.0290482705060
1997-02-01 949.6885054008251
1997-03-01 954.8243216792490
1997-04-01 964.9067778146300
1997-05-01 968.2218928106619
1997-06-01 972.2990095454450
1997-07-01 976.8546132742300
1997-08-01 978.6500510599741
1997-09-01 980.1412638149960
1997-10-01 989.8219944796331
1997-11-01 992.1370106758170
1997-12-01 996.3230141279021
1998-01-01 1008.9768621080699
1998-02-01 1008.6007873733500
1998-03-01 1010.7746250284000
1998-04-01 1016.0874742474100
1998-05-01 1020.4398363260600
1998-06-01 1024.9554447316700
1998-07-01 1028.8380713668500
1998-08-01 1032.8714209682800
1998-09-01 1035.4167293891400
1998-10-01 1038.9654902947300
1998-11-01 1041.4216546873700
1998-12-01 1043.2009114393800
1999-01-01 1047.3786869044302
1999-02-01 1050.6129000061599
1999-03-01 1053.8567620547199
1999-04-01 1059.1480702351800
1999-05-01 1059.1351006676200
1999-06-01 1061.1961681714502
1999-07-01 1067.3892323770600
1999-08-01 1067.9757769070900
1999-09-01 1070.8299774739000
1999-10-01 1073.5833459306100
1999-11-01 1075.2947380950000
1999-12-01 1077.1034772839300
2000-01-01 1082.2064700521500
2000-02-01 1086.9606403798200
2000-03-01 1089.3046476845200
2000-04-01 1090.6858684533700
2000-05-01 1094.3485305060400
2000-06-01 1096.2010107971800
2000-07-01 1099.2998917291302
2000-08-01 1105.2668007695802
2000-09-01 1110.5346349068800
2000-10-01 1107.6838492022198
2000-11-01 1109.6696234841700
2000-12-01 1111.8282187689802
2001-01-01 1130.0961653535900
2001-02-01 1129.7497068181199
2001-03-01 1131.6294713453399
2001-04-01 1130.2601868733802
2001-05-01 1128.6422128897400
2001-06-01 1131.8480374695000
2001-07-01 1123.8986579266802
2001-08-01 1125.9838663228300
2001-09-01 1126.3922587955901
2001-10-01 1123.9461185702498
2001-11-01 1124.8978057241000
2001-12-01 1124.8943971346800
2002-01-01 1126.6651072552002
2002-02-01 1127.9250797777100
2002-03-01 1131.9540142834900
2002-04-01 1130.2996942188001
2002-05-01 1133.7365301301800
2002-06-01 1135.7598872019100
2002-07-01 1133.3911563994802
2002-08-01 1137.5920662024600
2002-09-01 1142.7403337072599
2002-10-01 1149.6527847301700
2002-11-01 1150.3000749946900
2002-12-01 1154.4357174319000
2003-01-01 1155.1991125528698
2003-02-01 1156.4038401868100
2003-03-01 1157.3722786918800
2003-04-01 1160.9120942362500
2003-05-01 1162.6499134293902
2003-06-01 1165.1906011891301
2003-07-01 1173.2669507495000
2003-08-01 1172.8318970143900
2003-09-01 1171.5359121027100
2003-10-01 1175.2383284682699
2003-11-01 1175.7879969186200
2003-12-01 1174.2771220560100
2004-01-01 1175.9472752501700
2004-02-01 1174.5341405928400
2004-03-01 1177.7778763078600
2004-04-01 1181.6157849552600
2004-05-01 1186.0551650812500
2004-06-01 1186.3021212498100
2004-07-01 1193.7173418989098
2004-08-01 1190.6516749372400
2004-09-01 1188.6054322736500
2004-10-01 1194.3284102845800
2004-11-01 1199.9589129108700
2004-12-01 1201.3289138816700
2005-01-01 1203.1313213173100
2005-02-01 1207.1904961508900
2005-03-01 1207.5440397224400
2005-04-01 1212.8122760845200
2005-05-01 1212.9948190175900
2005-06-01 1216.1899314086000
2005-07-01 1219.0434957948900
2005-08-01 1220.2828642033000
2005-09-01 1220.9319694859900
2005-10-01 1217.1090621189999
2005-11-01 1220.5676278773900
2005-12-01 1224.3019573339800
2006-01-01 1226.6182902104802
2006-02-01 1230.9902218097700
2006-03-01 1233.5766964172901
2006-04-01 1232.8291744612800
2006-05-01 1234.3674300091600
2006-06-01 1236.7501722364500
2006-07-01 1239.9182701976802
2006-08-01 1241.5582059046499
2006-09-01 1241.8919808393598
2006-10-01 1244.6088794041300
2006-11-01 1243.2467237301400
2006-12-01 1244.3089966933098
2007-01-01 1242.6906288199000
2007-02-01 1242.7631119545600
2007-03-01 1242.9975103011300
2007-04-01 1238.4447021525100
2007-05-01 1235.8127062121000
2007-06-01 1235.2977176950300
2007-07-01 1244.9999545710500
2007-08-01 1240.4835567325400
2007-09-01 1241.3280754307100
2007-10-01 1239.6645808689400
2007-11-01 1242.1951840014801
2007-12-01 1241.8673583201100
2008-01-01 1244.0770728436999
2008-02-01 1242.8809150881200
2008-03-01 1240.4873322140500
2008-04-01 1239.9377872795000
2008-05-01 1236.6381103247200
2008-06-01 1233.4360508111700
2008-07-01 1230.3795094441803
2008-08-01 1225.6645094201700
2008-09-01 1222.3693009381200
2008-10-01 1213.8404800695000
2008-11-01 1204.8179404424100
2008-12-01 1197.2235806353300
2009-01-01 1188.3325068024699
2009-02-01 1179.9124806369198
2009-03-01 1173.4732905393900
2009-04-01 1166.1982456688302
2009-05-01 1160.5908768689800
2009-06-01 1155.4353649380800
2009-07-01 1148.5000831329900
2009-08-01 1144.4670088608100
2009-09-01 1143.1657720297300
2009-10-01 1148.4583723651500
2009-11-01 1144.3964634409600
2009-12-01 1145.2788937287900
2010-01-01 1145.2872491010698
2010-02-01 1145.1245046216400
2010-03-01 1143.4457162571200
2010-04-01 1151.2780917438400
2010-05-01 1155.2762019037600
2010-06-01 1154.2872452059500
2010-07-01 1154.4775309399800
2010-08-01 1155.4904184965199
2010-09-01 1152.4071394470500
2010-10-01 1157.6870938201800
2010-11-01 1157.4560014241902
2010-12-01 1159.2312758126600
2011-01-01 1162.6677437518000
2011-02-01 1161.3257452513300
2011-03-01 1160.8064137759000
2011-04-01 1159.0418468091600
2011-05-01 1157.8261715040300
2011-06-01 1159.7171092670199
2011-07-01 1166.1535246064698
2011-08-01 1164.7485507048800
2011-09-01 1168.9428666063700
2011-10-01 1163.7132331621099
2011-11-01 1170.0239114054500
2011-12-01 1170.8565826345300
2012-01-01 1172.9123292259400
2012-02-01 1176.5300553873100
2012-03-01 1181.4303405567800
2012-04-01 1187.1979982776402
2012-05-01 1192.5591779764900
2012-06-01 1196.3070399555700
2012-07-01 1195.9498581471400
2012-08-01 1197.0863281690800
2012-09-01 1203.0374132711900
2012-10-01 1203.9536253523900
2012-11-01 1210.2014440971100
2012-12-01 1212.5814730800698
2013-01-01 1212.5566492804100
2013-02-01 1219.0822988285500
2013-03-01 1220.7007905331300
2013-04-01 1224.1486669619198
2013-05-01 1226.7543868121902
2013-06-01 1229.7373929763600
2013-07-01 1230.6906416041500
2013-08-01 1236.2159171194000
2013-09-01 1231.4070415022600
2013-10-01 1229.5987657279800
2013-11-01 1235.2520036202500
2013-12-01 1236.6608032697197
2014-01-01 1239.0511425152600
2014-02-01 1241.9548294888600
2014-03-01 1245.5687154042300
2014-04-01 1249.0308280622800
2014-05-01 1256.6803707687600
2014-06-01 1254.7413988097098
2014-07-01 1256.9515456325300
2014-08-01 1262.9676073367600
2014-09-01 1264.4824572494301
2014-10-01 1268.5346843420300
2014-11-01 1273.7535731591400
2014-12-01 1278.6351457920200
2015-01-01 1281.0415810136500
2015-02-01 1283.1811645561600
2015-03-01 1286.1121811432402
2015-04-01 1288.8370521549600
2015-05-01 1287.5162823831301
2015-06-01 1295.0000078212600
2015-07-01 1301.8124517138601
2015-08-01 1304.5113040264600
2015-09-01 1307.0036722305500
2015-10-01 1311.3629735145300
2015-11-01 1311.3794428711500
2015-12-01 1315.0393227664501
2016-01-01 1319.4359147698199
2016-02-01 1323.0840971510200
2016-03-01 1322.8411945183900
2016-04-01 1325.4495285392800
2016-05-01 1325.0628773613900
2016-06-01 1323.7464388234000
2016-07-01 1333.0698048651500
2016-08-01 1332.2895703087900
2016-09-01 1338.6838807469600
2016-10-01 1343.7067774921200
2016-11-01 1346.9503789474002
2016-12-01 1348.4836873960300
2017-01-01 1343.4789776776800
2017-02-01 1344.2020845522600
2017-03-01 1348.8133076915199
2017-04-01 1349.6403348253800
2017-05-01 1355.4147078888400
2017-06-01 1358.0733295147000
2017-07-01 1356.8634680976600
2017-08-01 1360.8795674419500
2017-09-01 1366.1051258451800
2017-10-01 1366.2798380986400
2017-11-01 1368.2476322580999
2017-12-01 1373.2512103206600
2018-01-01 1378.3360597561402
2018-02-01 1382.0359706875502
2018-03-01 1385.7828815089802
2018-04-01 1382.6411851951700
2018-05-01 1382.8002857970900
2018-06-01 1384.0080153402100
2018-07-01 1386.6136680928100
2018-08-01 1389.1926696870400
2018-09-01 1387.7629626894700
2018-10-01 1390.8967586235099
2018-11-01 1390.9853564680200
2018-12-01 1393.4302990206302
2019-01-01 1396.6373652709399
2019-02-01 1400.7427926785099
2019-03-01 1403.6700778336600
2019-04-01 1406.8834438974000
2019-05-01 1409.4753536666901
2019-06-01 1410.6182254012301
2019-07-01 1411.0143400391500
2019-08-01 1411.3808175190600
2019-09-01 1410.5729728177403
2019-10-01 1412.8709712255700
2019-11-01 1415.2492369360400
2019-12-01 1413.4952800285900
2020-01-01 1423.7674685509000
2020-02-01 1425.9486153147700
2020-03-01 1407.7712444494100
2020-04-01 1178.6533136379800
2020-05-01 1164.8474970471100
2020-06-01 1219.4296025448700
2020-07-01 1227.4749479248000
2020-08-01 1235.7497683936600
2020-09-01 1248.1248369680802
2020-10-01 1275.1084732011200
2020-11-01 1288.6069228875199
2020-12-01 1277.8722396467401
2021-01-01 1263.9275776772900
2021-02-01 1287.7305568867998
2021-03-01 1300.0779124513000
2021-04-01 1314.5825017066500
2021-05-01 1322.9708117889600
2021-06-01 1326.4913558028200
2021-07-01 1349.4402561805000
2021-08-01 1355.1126517611501
2021-09-01 1353.5529618403500
2021-10-01 1378.3573558498100
2021-11-01 1381.8538069441502
2021-12-01 1389.1284021548300
2022-01-01 1386.1937557125698
2022-02-01 1397.8912875859198
2022-03-01 1400.9752118498498
2022-04-01 1404.4274189448802
2022-05-01 1403.8460036469900
2022-06-01 1406.4264485536498
2022-07-01 1408.1354892809400
2022-08-01 1410.0166823270902
2022-09-01 1410.6826110885700
2022-10-01 1409.4253900847500
2022-11-01 1410.4442925909600
2022-12-01 1410.7236769281799
2023-01-01 1412.0155807219400
2023-02-01 1412.8173082905898
2023-03-01 1413.0671309087197
2023-04-01 1415.6960158592701
2023-05-01 1420.2090537696000
2023-06-01 1420.3329274015100
2023-07-01 1420.2072777864498
2023-08-01 1422.6815190311600
2023-09-01 1423.1359209076600
2023-10-01 1430.0870850017200
2023-11-01 1425.9058010470098
2023-12-01 1428.7790119037400
2024-01-01 1433.1926631288502
2024-02-01 1436.5344935364000
2024-03-01 1441.5191926968200
2024-04-01 1438.6246102624402
2024-05-01 1441.5504608993500
2024-06-01 1444.7594002749000
2024-07-01 1451.3699090982400
2024-08-01 1446.0129948563600
2024-09-01 1447.6225284269901
2024-10-01 1445.3245118863001
2024-11-01 1446.2153865888300

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