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

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