Federal Reserve Economic Data

Table Data - All Employees: Service-Providing in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Service-Providing in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401400700000001SA
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 2025-11-01
Last Updated 2026-01-08 12:24 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
1990-01-01 560.891402911465
1990-02-01 564.469033047935
1990-03-01 567.735093766758
1990-04-01 571.951826030578
1990-05-01 577.064741054342
1990-06-01 580.821427021208
1990-07-01 584.489124886866
1990-08-01 583.336368013044
1990-09-01 586.298366609121
1990-10-01 594.599682701743
1990-11-01 596.854631357385
1990-12-01 599.850130706611
1991-01-01 602.039813340950
1991-02-01 602.228855346543
1991-03-01 602.203431887696
1991-04-01 601.870575407264
1991-05-01 601.377921451211
1991-06-01 601.589365318391
1991-07-01 600.826592310909
1991-08-01 600.614976902746
1991-09-01 601.361293067850
1991-10-01 603.064267442320
1991-11-01 600.315335136602
1991-12-01 599.626217348778
1992-01-01 614.271972818097
1992-02-01 613.714899924823
1992-03-01 615.029914918474
1992-04-01 617.846267249458
1992-05-01 617.140379809167
1992-06-01 619.032242726930
1992-07-01 619.232676936309
1992-08-01 617.867391796440
1992-09-01 618.428146682310
1992-10-01 620.366328315004
1992-11-01 622.083313629818
1992-12-01 620.120124369729
1993-01-01 622.274264659868
1993-02-01 623.573845200526
1993-03-01 624.586037251894
1993-04-01 625.519303489717
1993-05-01 626.382661907840
1993-06-01 626.910480248216
1993-07-01 626.500667951606
1993-08-01 627.540323443583
1993-09-01 627.573548172948
1993-10-01 625.724927711694
1993-11-01 625.198073999796
1993-12-01 626.699489796645
1994-01-01 624.707253823324
1994-02-01 626.591889891525
1994-03-01 625.733513974326
1994-04-01 623.102568494869
1994-05-01 626.466865175782
1994-06-01 626.602107527464
1994-07-01 632.019797933222
1994-08-01 635.134204590016
1994-09-01 637.483335073345
1994-10-01 638.018541447349
1994-11-01 640.207198558428
1994-12-01 644.627944063619
1995-01-01 644.892117657315
1995-02-01 645.825412623789
1995-03-01 649.619991460369
1995-04-01 650.661936404262
1995-05-01 652.713816712804
1995-06-01 651.702953906559
1995-07-01 652.392051571205
1995-08-01 652.349268637269
1995-09-01 659.885481779980
1995-10-01 656.928343469744
1995-11-01 660.023504205744
1995-12-01 661.505212074796
1996-01-01 663.638718034838
1996-02-01 664.889122350131
1996-03-01 665.268141236118
1996-04-01 665.252312701174
1996-05-01 665.146468468065
1996-06-01 664.491539630820
1996-07-01 663.802386089996
1996-08-01 668.618745020960
1996-09-01 670.153357889741
1996-10-01 674.894673075430
1996-11-01 676.261445543904
1996-12-01 678.381479929114
1997-01-01 681.117230780539
1997-02-01 685.212526956124
1997-03-01 688.475108732622
1997-04-01 692.234593478810
1997-05-01 694.000478969333
1997-06-01 696.663003767251
1997-07-01 695.259762174195
1997-08-01 691.737309578400
1997-09-01 697.796298715571
1997-10-01 699.029909355475
1997-11-01 699.364453077662
1997-12-01 701.212935915852
1998-01-01 704.555924485873
1998-02-01 707.577709465859
1998-03-01 707.951663003782
1998-04-01 709.606039567980
1998-05-01 712.834574606565
1998-06-01 715.678305239197
1998-07-01 721.382977147590
1998-08-01 723.698155345467
1998-09-01 727.547105641167
1998-10-01 731.666315053316
1998-11-01 735.855884740268
1998-12-01 738.386897512022
1999-01-01 734.241631018193
1999-02-01 739.536095055282
1999-03-01 742.349137819491
1999-04-01 745.484422637699
1999-05-01 747.682942724289
1999-06-01 751.760085047895
1999-07-01 768.199013734941
1999-08-01 770.647500923198
1999-09-01 770.099675945505
1999-10-01 773.361598302389
1999-11-01 776.964634068588
1999-12-01 781.593033228359
2000-01-01 781.447624738100
2000-02-01 783.217759274522
2000-03-01 785.401836009845
2000-04-01 787.090276909204
2000-05-01 794.648299040589
2000-06-01 793.256861578721
2000-07-01 793.891747539349
2000-08-01 796.706669923405
2000-09-01 801.191059839303
2000-10-01 801.201673820439
2000-11-01 803.714196367396
2000-12-01 807.238160434762
2001-01-01 815.462792470637
2001-02-01 815.249268789956
2001-03-01 819.347113059985
2001-04-01 820.627472418775
2001-05-01 823.473947654193
2001-06-01 827.995355392189
2001-07-01 834.079474296933
2001-08-01 834.813167746111
2001-09-01 837.590194623690
2001-10-01 840.043498902063
2001-11-01 842.180318805129
2001-12-01 842.599334584439
2002-01-01 846.511515963710
2002-02-01 851.879756444491
2002-03-01 850.413236384465
2002-04-01 861.721947368359
2002-05-01 867.225584836508
2002-06-01 870.238864777713
2002-07-01 866.236568929342
2002-08-01 872.041720346678
2002-09-01 874.222311505917
2002-10-01 873.638277094248
2002-11-01 877.729176415541
2002-12-01 881.568753871517
2003-01-01 880.593604530049
2003-02-01 883.026010285056
2003-03-01 884.562795170684
2003-04-01 886.293854789168
2003-05-01 887.750469451896
2003-06-01 892.442739834326
2003-07-01 897.156763938261
2003-08-01 897.829081216017
2003-09-01 902.247581936275
2003-10-01 909.121732884689
2003-11-01 908.464137775899
2003-12-01 911.003585158206
2004-01-01 917.713987240302
2004-02-01 920.287557399098
2004-03-01 925.260202420354
2004-04-01 931.590966552611
2004-05-01 936.199508207791
2004-06-01 938.450770972695
2004-07-01 942.916386858932
2004-08-01 947.168326835046
2004-09-01 951.349766141617
2004-10-01 960.027182046148
2004-11-01 964.916547521384
2004-12-01 968.982298570103
2005-01-01 972.532106193371
2005-02-01 977.290278219014
2005-03-01 980.952778163091
2005-04-01 987.483420765329
2005-05-01 988.082194039814
2005-06-01 988.318900995844
2005-07-01 991.977724331856
2005-08-01 998.286609705670
2005-09-01 1004.816984981770
2005-10-01 1004.923905500580
2005-11-01 1007.589126578530
2005-12-01 1013.216240740260
2006-01-01 1015.421367158620
2006-02-01 1018.895889560000
2006-03-01 1022.850482417740
2006-04-01 1025.690325729940
2006-05-01 1028.517271072540
2006-06-01 1033.531946408530
2006-07-01 1038.341844261850
2006-08-01 1038.524421950170
2006-09-01 1041.518738174210
2006-10-01 1041.338060858420
2006-11-01 1044.116404656840
2006-12-01 1043.600366038910
2007-01-01 1047.792447303330
2007-02-01 1050.673166671390
2007-03-01 1052.569002997530
2007-04-01 1049.265308454420
2007-05-01 1055.314119492070
2007-06-01 1056.439967000890
2007-07-01 1062.216122143900
2007-08-01 1059.085952878930
2007-09-01 1060.803632231820
2007-10-01 1061.145491436250
2007-11-01 1062.429001791940
2007-12-01 1064.035795206080
2008-01-01 1060.213504894920
2008-02-01 1059.606510724230
2008-03-01 1056.013101920430
2008-04-01 1053.987505631170
2008-05-01 1051.325583306290
2008-06-01 1051.341051145330
2008-07-01 1049.469035595560
2008-08-01 1047.380365796120
2008-09-01 1043.670695204830
2008-10-01 1041.315487311340
2008-11-01 1035.385865562230
2008-12-01 1031.563493825830
2009-01-01 1029.873886636220
2009-02-01 1024.125567938750
2009-03-01 1020.712078948070
2009-04-01 1015.465912813030
2009-05-01 1012.862558492100
2009-06-01 1011.109736406120
2009-07-01 1007.014756519060
2009-08-01 1005.297790606530
2009-09-01 999.529542556052
2009-10-01 1001.820189940470
2009-11-01 999.778972940116
2009-12-01 999.207857485931
2010-01-01 998.313110496015
2010-02-01 998.891095998844
2010-03-01 1001.000826865440
2010-04-01 1004.426019074510
2010-05-01 1008.341209836910
2010-06-01 1009.232575658520
2010-07-01 1003.460577808130
2010-08-01 1006.321960917940
2010-09-01 1004.775403398050
2010-10-01 1006.127129436200
2010-11-01 1007.161772181280
2010-12-01 1007.358703219880
2011-01-01 1004.636854728120
2011-02-01 1006.943184013810
2011-03-01 1007.557170132860
2011-04-01 1006.438318422020
2011-05-01 1006.429500204580
2011-06-01 1005.029392603700
2011-07-01 1007.844129820540
2011-08-01 1010.654323075300
2011-09-01 1013.603695774000
2011-10-01 1012.455672147220
2011-11-01 1013.986556302030
2011-12-01 1013.649562538500
2012-01-01 1021.073205148370
2012-02-01 1022.184658556340
2012-03-01 1024.076005622450
2012-04-01 1029.667811117130
2012-05-01 1032.123292551090
2012-06-01 1034.742096921290
2012-07-01 1035.451540640460
2012-08-01 1038.614421364320
2012-09-01 1040.119828660050
2012-10-01 1044.361792615150
2012-11-01 1047.193481421270
2012-12-01 1044.454947678090
2013-01-01 1055.770572721730
2013-02-01 1060.677056176340
2013-03-01 1063.608084032440
2013-04-01 1065.580574118720
2013-05-01 1070.252995720330
2013-06-01 1074.893314117390
2013-07-01 1073.944507644740
2013-08-01 1081.040063876360
2013-09-01 1085.203591830960
2013-10-01 1086.470338119180
2013-11-01 1089.348024505030
2013-12-01 1091.816569894440
2014-01-01 1093.408347331170
2014-02-01 1099.624954843620
2014-03-01 1104.090311005400
2014-04-01 1109.238432724210
2014-05-01 1111.933072585350
2014-06-01 1116.207024858630
2014-07-01 1118.004222134810
2014-08-01 1124.784710556150
2014-09-01 1130.926565540030
2014-10-01 1134.716792374750
2014-11-01 1142.792043194510
2014-12-01 1149.788543786270
2015-01-01 1148.708945077280
2015-02-01 1150.841003116560
2015-03-01 1154.220725138690
2015-04-01 1157.581669527800
2015-05-01 1163.016946597120
2015-06-01 1165.601934107630
2015-07-01 1173.327440905740
2015-08-01 1177.346519511380
2015-09-01 1178.865442075470
2015-10-01 1187.222789235000
2015-11-01 1192.620810640710
2015-12-01 1203.336808352670
2016-01-01 1195.001430472560
2016-02-01 1195.639494779340
2016-03-01 1196.313381960160
2016-04-01 1203.774861375780
2016-05-01 1205.632985279000
2016-06-01 1205.214121529430
2016-07-01 1214.551920574970
2016-08-01 1217.198692618740
2016-09-01 1221.021382935570
2016-10-01 1223.867552547400
2016-11-01 1222.778929489020
2016-12-01 1228.006176767310
2017-01-01 1234.910582048830
2017-02-01 1237.526365474110
2017-03-01 1244.920836218430
2017-04-01 1242.925267545540
2017-05-01 1250.883180966330
2017-06-01 1254.323728764480
2017-07-01 1257.704532855930
2017-08-01 1262.650582565690
2017-09-01 1268.516313410590
2017-10-01 1270.380330510630
2017-11-01 1273.706746002580
2017-12-01 1275.933769464170
2018-01-01 1280.349150515340
2018-02-01 1286.240710863900
2018-03-01 1290.918768293790
2018-04-01 1293.454487060600
2018-05-01 1296.526837231250
2018-06-01 1301.434339481190
2018-07-01 1303.014667318230
2018-08-01 1304.088187056740
2018-09-01 1308.750029832200
2018-10-01 1307.981465263600
2018-11-01 1309.004555315210
2018-12-01 1314.317851352850
2019-01-01 1319.245245642120
2019-02-01 1322.037522792830
2019-03-01 1327.921538152760
2019-04-01 1334.834315512220
2019-05-01 1336.525367338210
2019-06-01 1342.734270865630
2019-07-01 1345.713374811830
2019-08-01 1350.981702350460
2019-09-01 1347.348516274420
2019-10-01 1354.362518355030
2019-11-01 1364.394730755040
2019-12-01 1368.365180571030
2020-01-01 1371.253441037790
2020-02-01 1377.240378887650
2020-03-01 1369.263415886190
2020-04-01 1185.100028209730
2020-05-01 1194.859719662820
2020-06-01 1260.953426861240
2020-07-01 1260.668175973170
2020-08-01 1275.691768645210
2020-09-01 1288.942804992290
2020-10-01 1312.134249265060
2020-11-01 1315.292230951320
2020-12-01 1309.348548619170
2021-01-01 1302.873811310760
2021-02-01 1328.032099095210
2021-03-01 1335.995798780100
2021-04-01 1349.497188134750
2021-05-01 1358.562643807790
2021-06-01 1365.239195086690
2021-07-01 1379.819632168790
2021-08-01 1384.055534524410
2021-09-01 1382.453878912540
2021-10-01 1403.049285045890
2021-11-01 1403.731849539750
2021-12-01 1413.717340691800
2022-01-01 1416.825198679880
2022-02-01 1442.803449263710
2022-03-01 1446.688676860870
2022-04-01 1442.319410786290
2022-05-01 1441.886950886660
2022-06-01 1444.566790544050
2022-07-01 1450.065157989010
2022-08-01 1451.808305796500
2022-09-01 1452.285653548470
2022-10-01 1445.211512625730
2022-11-01 1444.887292324520
2022-12-01 1447.411940554490
2023-01-01 1451.794462401420
2023-02-01 1455.970279147200
2023-03-01 1459.259728886760
2023-04-01 1463.501348235670
2023-05-01 1469.522664251610
2023-06-01 1469.796079496430
2023-07-01 1461.927455765050
2023-08-01 1466.284967717920
2023-09-01 1470.731221058940
2023-10-01 1472.441341126140
2023-11-01 1475.275422901940
2023-12-01 1471.096012565820
2024-01-01 1482.618747373580
2024-02-01 1481.440987417280
2024-03-01 1483.193752664870
2024-04-01 1486.953580914640
2024-05-01 1483.890207870890
2024-06-01 1483.252876330190
2024-07-01 1485.208380229400
2024-08-01 1489.268728077380
2024-09-01 1489.014811027890
2024-10-01 1489.824524749250
2024-11-01 1495.686753041730
2024-12-01 1499.061807338190
2025-01-01 1495.164148230130
2025-02-01 1495.747906829440
2025-03-01 1497.504039029430
2025-04-01 1499.960292944020
2025-05-01 1503.252409358410
2025-06-01 1508.872653198830
2025-07-01 1512.318078372100
2025-08-01 1512.344225808180
2025-09-01 1512.712142486100
2025-10-01 1512.939484971580
2025-11-01 1510.730483538980

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