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 2024-08-01
Last Updated 2024-09-21 6:04 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
1990-01-01 869.8249571549050
1990-02-01 873.4781542635620
1990-03-01 873.9755667893360
1990-04-01 873.7457913295669
1990-05-01 874.7665825118339
1990-06-01 876.7932558707989
1990-07-01 878.9128090593890
1990-08-01 879.1292724540890
1990-09-01 877.5356224663400
1990-10-01 879.7345437591440
1990-11-01 882.3160395273520
1990-12-01 880.2700851112089
1991-01-01 889.5103369508490
1991-02-01 885.5543323618699
1991-03-01 880.4796616496479
1991-04-01 886.4311277928100
1991-05-01 885.4647885067650
1991-06-01 885.3385029983690
1991-07-01 883.1224427407851
1991-08-01 883.3251799264591
1991-09-01 884.0669181158760
1991-10-01 884.7229354788080
1991-11-01 881.0424288083681
1991-12-01 877.5467635396570
1992-01-01 881.6500389107390
1992-02-01 878.3459830944370
1992-03-01 879.7672846864290
1992-04-01 882.8237038516679
1992-05-01 882.0579969823849
1992-06-01 882.0304845629040
1992-07-01 882.5821645663940
1992-08-01 882.3213044352029
1992-09-01 882.4122757632930
1992-10-01 888.6392279078330
1992-11-01 886.8459974373520
1992-12-01 885.8480112817191
1993-01-01 885.5933128395200
1993-02-01 885.4249068882440
1993-03-01 886.1968615545820
1993-04-01 884.5213573076820
1993-05-01 886.5007343676210
1993-06-01 885.7978722661239
1993-07-01 887.7805145594450
1993-08-01 888.5465387949181
1993-09-01 889.3409006382280
1993-10-01 887.8447437070700
1993-11-01 886.9874950338850
1993-12-01 889.6698041599541
1994-01-01 888.5592684661971
1994-02-01 890.6847878485170
1994-03-01 892.7128031943570
1994-04-01 891.9492367463499
1994-05-01 890.8657420492909
1994-06-01 892.5153502614130
1994-07-01 896.5315504439020
1994-08-01 897.4785374050540
1994-09-01 900.3289953771890
1994-10-01 900.3209417172079
1994-11-01 904.3251543634990
1994-12-01 907.1374339167570
1995-01-01 908.8951934045700
1995-02-01 910.7162581077310
1995-03-01 910.7797565536110
1995-04-01 910.6127559709770
1995-05-01 911.9802102339121
1995-06-01 915.8704561032421
1995-07-01 914.9684895560740
1995-08-01 919.7871691521041
1995-09-01 921.6992629366990
1995-10-01 921.5856068357820
1995-11-01 925.3359437349899
1995-12-01 927.7621513903191
1996-01-01 929.1233921405991
1996-02-01 932.1855901385900
1996-03-01 932.3266958402700
1996-04-01 933.6364234531239
1996-05-01 936.3824445028090
1996-06-01 937.8353900225970
1996-07-01 934.0392957067149
1996-08-01 936.7243661667970
1996-09-01 938.6602321635361
1996-10-01 940.4300421277670
1996-11-01 943.6819111602640
1996-12-01 945.8457133163320
1997-01-01 947.0319365673171
1997-02-01 949.6926908737869
1997-03-01 954.8282038114520
1997-04-01 964.9074009939110
1997-05-01 968.2229208636590
1997-06-01 972.2997366181790
1997-07-01 976.8320518481680
1997-08-01 978.6518840772680
1997-09-01 980.1427593105619
1997-10-01 989.8230269864530
1997-11-01 992.1374999914540
1997-12-01 996.3244670800150
1998-01-01 1008.9833161703300
1998-02-01 1008.6074899866100
1998-03-01 1010.7802893006401
1998-04-01 1016.0903795224199
1998-05-01 1020.4474135668600
1998-06-01 1024.9376374575302
1998-07-01 1028.8108722486500
1998-08-01 1032.8793311381698
1998-09-01 1035.4198026459900
1998-10-01 1038.9655962826300
1998-11-01 1041.4216501917401
1998-12-01 1043.2036199460800
1999-01-01 1047.3881228988800
1999-02-01 1050.6207419930600
1999-03-01 1053.8636427460099
1999-04-01 1059.1533794302802
1999-05-01 1059.1456316691500
1999-06-01 1061.1496281432400
1999-07-01 1067.3883484036900
1999-08-01 1067.9848156709200
1999-09-01 1070.8362266192900
1999-10-01 1073.5630889470600
1999-11-01 1075.2993107769100
1999-12-01 1077.1084403364900
2000-01-01 1082.2181787151400
2000-02-01 1086.9691961748900
2000-03-01 1089.3125520936200
2000-04-01 1090.6933570074600
2000-05-01 1094.3627675083699
2000-06-01 1096.1263315835800
2000-07-01 1099.3301255027400
2000-08-01 1105.2787339615400
2000-09-01 1110.5440232660198
2000-10-01 1107.6403211160000
2000-11-01 1109.6779999175200
2000-12-01 1111.8352177355100
2001-01-01 1130.1076092259900
2001-02-01 1129.7579685255498
2001-03-01 1131.6375067059698
2001-04-01 1130.2675373181800
2001-05-01 1128.6525615481500
2001-06-01 1131.7637190104500
2001-07-01 1123.9652831041300
2001-08-01 1125.9922715258700
2001-09-01 1126.4025973244900
2001-10-01 1123.8789382151900
2001-11-01 1124.9087519066100
2001-12-01 1124.9014623999099
2002-01-01 1126.6753984274800
2002-02-01 1127.9327340040900
2002-03-01 1131.9614838127400
2002-04-01 1130.3075455733600
2002-05-01 1133.7467573011000
2002-06-01 1135.6763490686099
2002-07-01 1133.4733360866100
2002-08-01 1137.5999235603400
2002-09-01 1142.7481974235700
2002-10-01 1149.5806328167098
2002-11-01 1150.3088280636200
2002-12-01 1154.4412719072000
2003-01-01 1155.2063396731800
2003-02-01 1156.4104761962801
2003-03-01 1157.3787344798300
2003-04-01 1160.9180003806400
2003-05-01 1162.6534085774800
2003-06-01 1165.1268020708300
2003-07-01 1173.3565917175700
2003-08-01 1172.8335331363300
2003-09-01 1171.5416520690500
2003-10-01 1175.1645657909500
2003-11-01 1175.7965296314000
2003-12-01 1174.2811519230500
2004-01-01 1175.9518355705400
2004-02-01 1174.5404007083900
2004-03-01 1177.7835891576300
2004-04-01 1181.6193151052100
2004-05-01 1186.0558003859699
2004-06-01 1186.2687613083901
2004-07-01 1193.7780407020098
2004-08-01 1190.6525949242300
2004-09-01 1188.6080120088200
2004-10-01 1194.2760413794000
2004-11-01 1199.9624573941100
2004-12-01 1201.3307571966000
2005-01-01 1203.1333874129900
2005-02-01 1207.1959713331598
2005-03-01 1207.5482641565000
2005-04-01 1212.8130301762500
2005-05-01 1212.9918151007800
2005-06-01 1216.1860917515400
2005-07-01 1219.0720726642000
2005-08-01 1220.2819998560400
2005-09-01 1220.9320326511200
2005-10-01 1217.0805002766901
2005-11-01 1220.5669338856599
2005-12-01 1224.3017786737100
2006-01-01 1226.6200092079400
2006-02-01 1230.9944093330900
2006-03-01 1233.5794250417000
2006-04-01 1232.8302422287000
2006-05-01 1234.3678874759598
2006-06-01 1236.7525797073600
2006-07-01 1239.9214195797400
2006-08-01 1241.5595914486300
2006-09-01 1241.8898888744000
2006-10-01 1244.6044121755801
2006-11-01 1243.2426212982598
2006-12-01 1244.3077176789400
2007-01-01 1242.6915982586100
2007-02-01 1242.7652827594802
2007-03-01 1242.9986747877801
2007-04-01 1238.4454535107700
2007-05-01 1235.8131465837000
2007-06-01 1235.2983521226800
2007-07-01 1245.0006287411400
2007-08-01 1240.4837535315400
2007-09-01 1241.3273226959800
2007-10-01 1239.6632505222000
2007-11-01 1242.1940513349300
2007-12-01 1241.8670347063100
2008-01-01 1244.0774361841700
2008-02-01 1242.8815785029499
2008-03-01 1240.4878273773600
2008-04-01 1239.9380848713700
2008-05-01 1236.6381017496801
2008-06-01 1233.4359356061300
2008-07-01 1230.3793842588800
2008-08-01 1225.6645028951100
2008-09-01 1222.3693798079500
2008-10-01 1213.8404090123402
2008-11-01 1204.8179689766500
2008-12-01 1197.2235308040500
2009-01-01 1188.3324178288901
2009-02-01 1179.9123848496100
2009-03-01 1173.4731991214900
2009-04-01 1166.1981988486100
2009-05-01 1160.5908001495402
2009-06-01 1155.4354800484698
2009-07-01 1148.5001478927600
2009-08-01 1144.4674412381400
2009-09-01 1143.1659597715900
2009-10-01 1148.4582675653999
2009-11-01 1144.3965952406500
2009-12-01 1145.2790126758198
2010-01-01 1145.2862084174100
2010-02-01 1145.1245799153300
2010-03-01 1143.4456723251500
2010-04-01 1151.2780017686000
2010-05-01 1155.2760536335002
2010-06-01 1154.2874047525500
2010-07-01 1154.4775286843800
2010-08-01 1155.4916314386500
2010-09-01 1152.4073428978300
2010-10-01 1157.6866763208700
2010-11-01 1157.4562346686400
2010-12-01 1159.2315646075600
2011-01-01 1162.6656865668199
2011-02-01 1161.3260556857700
2011-03-01 1160.8066316566699
2011-04-01 1159.0420877976800
2011-05-01 1157.8253769570900
2011-06-01 1159.7175098035700
2011-07-01 1166.1534646697900
2011-08-01 1164.7504407007000
2011-09-01 1168.9429595705099
2011-10-01 1163.7125510335400
2011-11-01 1170.0242321558198
2011-12-01 1170.8571709485800
2012-01-01 1172.9095015661599
2012-02-01 1176.5308763890500
2012-03-01 1181.4307421697100
2012-04-01 1187.1982143023401
2012-05-01 1192.5564986034300
2012-06-01 1196.3068248962500
2012-07-01 1195.9498644376802
2012-08-01 1197.0900213331900
2012-09-01 1203.0392319881800
2012-10-01 1203.9539076223300
2012-11-01 1210.2020126448900
2012-12-01 1212.5815115281300
2013-01-01 1212.5527055320200
2013-02-01 1219.0827803938800
2013-03-01 1220.7006955646500
2013-04-01 1224.1475107961800
2013-05-01 1226.7469697304000
2013-06-01 1229.7366022873900
2013-07-01 1230.6958087941600
2013-08-01 1236.2138948689200
2013-09-01 1231.4186906034700
2013-10-01 1229.6074402968200
2013-11-01 1235.2525971019600
2013-12-01 1236.6517658391500
2014-01-01 1239.0480837798200
2014-02-01 1241.9555637775300
2014-03-01 1245.5655777730300
2014-04-01 1249.0240942461300
2014-05-01 1256.6674513699500
2014-06-01 1254.7359438486599
2014-07-01 1256.9639077485000
2014-08-01 1262.9420952478501
2014-09-01 1264.5581949653802
2014-10-01 1268.5377790350700
2014-11-01 1273.7457155396198
2014-12-01 1278.6130713945300
2015-01-01 1281.0397316112100
2015-02-01 1283.1804034598200
2015-03-01 1286.0920709090599
2015-04-01 1288.8273056486400
2015-05-01 1287.4993740507400
2015-06-01 1294.9915649651800
2015-07-01 1301.8369926007100
2015-08-01 1304.4671922108698
2015-09-01 1307.1536481747400
2015-10-01 1311.3621985831599
2015-11-01 1311.3598901107200
2015-12-01 1314.9973426552700
2016-01-01 1319.4286661282200
2016-02-01 1323.0762761826402
2016-03-01 1322.7994565297200
2016-04-01 1325.4358465601802
2016-05-01 1325.0453105076200
2016-06-01 1323.7390126974801
2016-07-01 1333.1104268981400
2016-08-01 1332.2450069193100
2016-09-01 1338.9116213413700
2016-10-01 1343.6993176809600
2016-11-01 1346.9190299855400
2016-12-01 1348.4046312888100
2017-01-01 1343.4568722889400
2017-02-01 1344.1781998949300
2017-03-01 1348.7508057562400
2017-04-01 1349.6246629086100
2017-05-01 1355.3985262479000
2017-06-01 1358.0814042556700
2017-07-01 1356.9288861740301
2017-08-01 1360.8649736684000
2017-09-01 1366.3758463004199
2017-10-01 1366.2747142601600
2017-11-01 1368.2211354955000
2017-12-01 1373.0821711098000
2018-01-01 1378.3120163112300
2018-02-01 1381.9738475349802
2018-03-01 1385.7216096186200
2018-04-01 1382.6259187126700
2018-05-01 1382.7934060121202
2018-06-01 1384.0365778720902
2018-07-01 1386.7100109607200
2018-08-01 1389.2016945554400
2018-09-01 1388.1066739669700
2018-10-01 1390.8607153645300
2018-11-01 1390.9568823358000
2018-12-01 1393.1768058896398
2019-01-01 1396.5968151348800
2019-02-01 1400.6351225630801
2019-03-01 1403.6083349870098
2019-04-01 1406.8711601025100
2019-05-01 1409.4819779250200
2019-06-01 1410.6867676977900
2019-07-01 1411.1616210556800
2019-08-01 1411.4526987102200
2019-09-01 1410.9403634310800
2019-10-01 1412.8127264532400
2019-11-01 1415.2106382049600
2019-12-01 1413.1599759988400
2020-01-01 1423.6905912656500
2020-02-01 1425.7746494106400
2020-03-01 1407.6961479858300
2020-04-01 1178.6304704512402
2020-05-01 1164.8668142018500
2020-06-01 1219.5408691415200
2020-07-01 1227.6857702704600
2020-08-01 1235.9126719507700
2020-09-01 1248.4912467383301
2020-10-01 1274.9781341256200
2020-11-01 1288.5486901242100
2020-12-01 1277.5253916601598
2021-01-01 1263.7859174819500
2021-02-01 1287.5035171345900
2021-03-01 1299.9537414286400
2021-04-01 1314.5080361398000
2021-05-01 1322.9996547102498
2021-06-01 1326.6827298713600
2021-07-01 1349.7910183558000
2021-08-01 1355.5598680372900
2021-09-01 1354.1378932068199
2021-10-01 1377.9735314088000
2021-11-01 1381.6833305431000
2021-12-01 1388.7320148753500
2022-01-01 1385.9262647495600
2022-02-01 1397.5294331501600
2022-03-01 1400.7731552052100
2022-04-01 1404.2890909381400
2022-05-01 1403.8858895218802
2022-06-01 1406.7232248277100
2022-07-01 1408.6831709713600
2022-08-01 1410.7914946643200
2022-09-01 1411.5320828089002
2022-10-01 1408.7142528037500
2022-11-01 1410.0865684356100
2022-12-01 1410.3633276435698
2023-01-01 1411.6064348591299
2023-02-01 1412.3556387401100
2023-03-01 1412.7804975437100
2023-04-01 1415.4990917019500
2023-05-01 1420.2539459021100
2023-06-01 1420.7237794720402
2023-07-01 1420.9311019025101
2023-08-01 1423.8140833809900
2023-09-01 1424.2188199519198
2023-10-01 1429.0752981455700
2023-11-01 1425.2839800330600
2023-12-01 1428.4765227009400
2024-01-01 1432.6553713873700
2024-02-01 1435.9832236118100
2024-03-01 1441.1741947508701
2024-04-01 1438.3943094927900
2024-05-01 1441.6052080156303
2024-06-01 1445.2481141325800
2024-07-01 1452.2793650796900
2024-08-01 1447.3184283654700

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