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 2026-04-01
Last Updated 2026-05-26 2:24 PM 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
1990-01-01 560.892005292663
1990-02-01 564.469514310481
1990-03-01 567.735463798923
1990-04-01 571.952142366070
1990-05-01 577.064908288706
1990-06-01 580.821480823542
1990-07-01 584.489056759930
1990-08-01 583.336195678152
1990-09-01 586.298144605000
1990-10-01 594.599745388005
1990-11-01 596.853993107309
1990-12-01 599.849150827562
1991-01-01 602.040407848120
1991-02-01 602.229342124746
1991-03-01 602.203811928403
1991-04-01 601.870904281315
1991-05-01 601.378087696740
1991-06-01 601.589418222548
1991-07-01 600.826529268405
1991-08-01 600.614819434571
1991-09-01 601.361091666950
1991-10-01 603.064324745975
1991-11-01 600.314773945127
1991-12-01 599.625288487479
1992-01-01 614.272494972128
1992-02-01 613.715339537596
1992-03-01 615.030263476911
1992-04-01 617.846579993450
1992-05-01 617.140531666352
1992-06-01 619.032293489693
1992-07-01 619.232627953638
1992-08-01 617.867268105083
1992-09-01 618.427990926887
1992-10-01 620.366355849153
1992-11-01 622.082867545193
1992-12-01 620.119239453770
1993-01-01 622.274712263650
1993-02-01 623.574209614548
1993-03-01 624.586320704373
1993-04-01 625.519575098933
1993-05-01 626.382785007536
1993-06-01 626.910521902239
1993-07-01 626.500632107245
1993-08-01 627.540238882034
1993-09-01 627.573446518006
1993-10-01 625.724935859115
1993-11-01 625.197795720901
1993-12-01 626.698738575046
1994-01-01 624.707569681398
1994-02-01 626.592153717453
1994-03-01 625.733722126896
1994-04-01 623.102774508527
1994-05-01 626.466959803579
1994-06-01 626.602142050807
1994-07-01 632.019776656052
1994-08-01 635.134157129966
1994-09-01 637.483278924314
1994-10-01 638.018521453002
1994-11-01 640.207055402645
1994-12-01 644.627399861760
1995-01-01 644.892304172238
1995-02-01 645.825577439899
1995-03-01 649.620131101000
1995-04-01 650.662085481175
1995-05-01 652.713882074614
1995-06-01 651.702981121555
1995-07-01 652.392038200406
1995-08-01 652.349240730338
1995-09-01 659.885450461885
1995-10-01 656.928332532711
1995-11-01 660.023464005740
1995-12-01 661.504873815052
1996-01-01 663.638778537524
1996-02-01 664.889204968806
1996-03-01 665.268226717297
1996-04-01 665.252403024707
1996-05-01 665.146513916007
1996-06-01 664.491565077605
1996-07-01 663.802380935371
1996-08-01 668.618727530000
1996-09-01 670.153338946046
1996-10-01 674.894668036448
1996-11-01 676.261436878102
1996-12-01 678.381302010481
1997-01-01 681.117248004599
1997-02-01 685.212561122509
1997-03-01 688.475151123680
1997-04-01 692.234642781174
1997-05-01 694.000506752055
1997-06-01 696.663022867231
1997-07-01 695.259758198149
1997-08-01 691.737298039912
1997-09-01 697.796289007496
1997-10-01 699.029912699321
1997-11-01 699.364452146393
1997-12-01 701.212841444269
1998-01-01 704.555933145130
1998-02-01 707.577724563675
1998-03-01 707.951682791898
1998-04-01 709.606060726987
1998-05-01 712.834594359487
1998-06-01 715.678318952684
1998-07-01 721.382970052531
1998-08-01 723.698147862846
1998-09-01 727.547099443119
1998-10-01 731.666311964259
1998-11-01 735.855873079902
1998-12-01 738.386879420119
1999-01-01 734.241627306100
1999-02-01 739.536099238369
1999-03-01 742.349148225001
1999-04-01 745.484434801950
1999-05-01 747.682953409340
1999-06-01 751.760094157613
1999-07-01 768.199003663168
1999-08-01 770.647495975593
1999-09-01 770.099673281676
1999-10-01 773.361596206551
1999-11-01 776.964627754168
1999-12-01 781.593021982491
2000-01-01 781.447625891417
2000-02-01 783.217763261923
2000-03-01 785.401842005722
2000-04-01 787.090283553201
2000-05-01 794.648306519041
2000-06-01 793.256869149394
2000-07-01 793.891735633454
2000-08-01 796.706666136596
2000-09-01 801.191058172355
2000-10-01 801.201672651689
2000-11-01 803.714193372161
2000-12-01 807.238153899695
2001-01-01 815.462794653398
2001-02-01 815.249271912672
2001-03-01 819.347116791023
2001-04-01 820.627476225745
2001-05-01 823.473952985882
2001-06-01 827.995361033322
2001-07-01 834.079462839965
2001-08-01 834.813165830509
2001-09-01 837.590194017288
2001-10-01 840.043497696839
2001-11-01 842.180317238599
2001-12-01 842.599330981050
2002-01-01 846.511517356811
2002-02-01 851.879758584581
2002-03-01 850.413239104643
2002-04-01 861.721950168058
2002-05-01 867.225588808837
2002-06-01 870.238868684949
2002-07-01 866.236558564290
2002-08-01 872.041719563893
2002-09-01 874.222311518784
2002-10-01 873.638275507190
2002-11-01 877.729176208929
2002-12-01 881.568753465129
2003-01-01 880.593605146860
2003-02-01 883.026011314458
2003-03-01 884.562796845534
2003-04-01 886.293856390001
2003-05-01 887.750471592404
2003-06-01 892.442741444178
2003-07-01 897.156756928702
2003-08-01 897.829081189650
2003-09-01 902.247582537150
2003-10-01 909.121731757244
2003-11-01 908.464138036221
2003-12-01 911.003585649482
2004-01-01 917.713987717182
2004-02-01 920.287557856430
2004-03-01 925.260203089187
2004-04-01 931.590967156704
2004-05-01 936.199508831127
2004-06-01 938.450771323828
2004-07-01 942.916382719700
2004-08-01 947.168327172830
2004-09-01 951.349767545911
2004-10-01 960.027181699400
2004-11-01 964.916548315010
2004-12-01 968.982298818743
2005-01-01 972.532106816759
2005-02-01 977.290278479963
2005-03-01 980.952777900242
2005-04-01 987.483419965120
2005-05-01 988.082192497800
2005-06-01 988.318899482088
2005-07-01 991.977723527882
2005-08-01 998.286610960832
2005-09-01 1004.816987791040
2005-10-01 1004.923906586000
2005-11-01 1007.589127915530
2005-12-01 1013.216240661240
2006-01-01 1015.421368253990
2006-02-01 1018.895890441270
2006-03-01 1022.850480556900
2006-04-01 1025.690321637970
2006-05-01 1028.517266461300
2006-06-01 1033.531942877710
2006-07-01 1038.341843390100
2006-08-01 1038.524421870760
2006-09-01 1041.518758654720
2006-10-01 1041.338058651040
2006-11-01 1044.116403395230
2006-12-01 1043.600365156600
2007-01-01 1047.792448872220
2007-02-01 1050.673167087030
2007-03-01 1052.569000690170
2007-04-01 1049.265303843850
2007-05-01 1055.314103882840
2007-06-01 1056.439953141350
2007-07-01 1062.216138525900
2007-08-01 1059.085952000320
2007-09-01 1060.803672262100
2007-10-01 1061.145485702250
2007-11-01 1062.428993011830
2007-12-01 1064.035784452910
2008-01-01 1060.213516691220
2008-02-01 1059.606505645740
2008-03-01 1056.013098293450
2008-04-01 1053.987501539490
2008-05-01 1051.325557211220
2008-06-01 1051.341028606020
2008-07-01 1049.469072580560
2008-08-01 1047.380367010980
2008-09-01 1043.670756229240
2008-10-01 1041.315482955020
2008-11-01 1035.385857787190
2008-12-01 1031.563432502470
2009-01-01 1029.873916090590
2009-02-01 1024.125562312620
2009-03-01 1020.712076657140
2009-04-01 1015.465911801770
2009-05-01 1012.862525822250
2009-06-01 1011.109709786620
2009-07-01 1007.014816806030
2009-08-01 1005.297800266190
2009-09-01 999.529610800758
2009-10-01 1001.820197816880
2009-11-01 999.778977396168
2009-12-01 999.207699530825
2010-01-01 998.313163588966
2010-02-01 998.891095208263
2010-03-01 1001.000827560780
2010-04-01 1004.426021642020
2010-05-01 1008.341183964590
2010-06-01 1009.232559410990
2010-07-01 1003.460651924530
2010-08-01 1006.321986233150
2010-09-01 1004.775485691450
2010-10-01 1006.127145346100
2010-11-01 1007.161775455580
2010-12-01 1007.358432129630
2011-01-01 1004.636912710430
2011-02-01 1006.943198512650
2011-03-01 1007.557196917080
2011-04-01 1006.438348829710
2011-05-01 1006.429487018130
2011-06-01 1005.029362279020
2011-07-01 1007.844159212770
2011-08-01 1010.654289587640
2011-09-01 1013.603735210500
2011-10-01 1012.455744627930
2011-11-01 1013.986740306850
2011-12-01 1013.649323841420
2012-01-01 1021.073485161090
2012-02-01 1022.184700685550
2012-03-01 1024.075835998430
2012-04-01 1029.667538611790
2012-05-01 1032.123047863750
2012-06-01 1034.741981233260
2012-07-01 1035.451569744130
2012-08-01 1038.614428534360
2012-09-01 1040.119890513330
2012-10-01 1044.362070037320
2012-11-01 1047.194132111960
2012-12-01 1044.455174562930
2013-01-01 1055.771347043100
2013-02-01 1060.676950057690
2013-03-01 1063.607613788860
2013-04-01 1065.579056871880
2013-05-01 1070.251757062650
2013-06-01 1074.893362992010
2013-07-01 1073.944661009120
2013-08-01 1081.040299512370
2013-09-01 1085.203637567840
2013-10-01 1086.471150755310
2013-11-01 1089.349794149100
2013-12-01 1091.817437189220
2014-01-01 1093.409974747500
2014-02-01 1099.626186725520
2014-03-01 1104.092360843690
2014-04-01 1109.224943228910
2014-05-01 1111.933469899490
2014-06-01 1116.208565631350
2014-07-01 1118.004745736850
2014-08-01 1124.785509209610
2014-09-01 1130.928016586530
2014-10-01 1134.719803555110
2014-11-01 1142.796350873630
2014-12-01 1149.791087869310
2015-01-01 1148.710612968390
2015-02-01 1150.840775568490
2015-03-01 1154.220536196360
2015-04-01 1157.550872570620
2015-05-01 1163.018499386840
2015-06-01 1165.608822488300
2015-07-01 1173.334507248290
2015-08-01 1177.352399958380
2015-09-01 1178.870183334900
2015-10-01 1187.228919524550
2015-11-01 1192.629678580250
2015-12-01 1203.343718917850
2016-01-01 1195.002427147030
2016-02-01 1195.631238900090
2016-03-01 1196.295733805130
2016-04-01 1203.710838564630
2016-05-01 1205.628854275430
2016-06-01 1205.232608083140
2016-07-01 1214.585137544630
2016-08-01 1217.230924992030
2016-09-01 1221.043307806460
2016-10-01 1223.880172045830
2016-11-01 1222.790342142070
2016-12-01 1228.017490196520
2017-01-01 1234.903557574210
2017-02-01 1237.494703868640
2017-03-01 1244.858138860640
2017-04-01 1242.815443885600
2017-05-01 1250.822003697310
2017-06-01 1254.319434135130
2017-07-01 1257.929329881000
2017-08-01 1262.706419383730
2017-09-01 1268.573047971520
2017-10-01 1270.392315511230
2017-11-01 1273.671130494780
2017-12-01 1276.027731027280
2018-01-01 1280.275927434740
2018-02-01 1286.176312557070
2018-03-01 1290.797175788840
2018-04-01 1293.267608957310
2018-05-01 1296.367059926150
2018-06-01 1301.342669427980
2018-07-01 1303.552249404850
2018-08-01 1304.045287753660
2018-09-01 1309.180663404450
2018-10-01 1307.880041086220
2018-11-01 1308.888166558550
2018-12-01 1314.490183429360
2019-01-01 1319.093806759140
2019-02-01 1321.930839341310
2019-03-01 1327.715979950490
2019-04-01 1334.553702740450
2019-05-01 1336.231129063660
2019-06-01 1342.526488590840
2019-07-01 1346.561643356110
2019-08-01 1350.801195760980
2019-09-01 1348.365447774020
2019-10-01 1354.117938124120
2019-11-01 1364.199439551210
2019-12-01 1368.653524729800
2020-01-01 1371.036714279490
2020-02-01 1377.066289453880
2020-03-01 1368.913879746780
2020-04-01 1184.702599246740
2020-05-01 1194.447260405630
2020-06-01 1260.645903306520
2020-07-01 1261.704157376400
2020-08-01 1275.342717707870
2020-09-01 1290.669596371610
2020-10-01 1311.804768939880
2020-11-01 1315.027242989840
2020-12-01 1309.843668077740
2021-01-01 1302.624631784520
2021-02-01 1327.720072704060
2021-03-01 1335.404211586540
2021-04-01 1348.751585533750
2021-05-01 1357.767231050890
2021-06-01 1364.745185950610
2021-07-01 1381.390032884220
2021-08-01 1383.938125473840
2021-09-01 1384.995130057070
2021-10-01 1402.333299157320
2021-11-01 1403.303984460600
2021-12-01 1414.990393742740
2022-01-01 1416.501497940790
2022-02-01 1442.202220635100
2022-03-01 1445.531138876950
2022-04-01 1440.853057791180
2022-05-01 1440.498773052650
2022-06-01 1444.093411914190
2022-07-01 1452.417632925890
2022-08-01 1452.260254607630
2022-09-01 1455.671007466580
2022-10-01 1444.071745413370
2022-11-01 1444.374523875740
2022-12-01 1449.392018439390
2023-01-01 1451.207781114250
2023-02-01 1455.308973543830
2023-03-01 1457.304547253820
2023-04-01 1461.243723172870
2023-05-01 1467.686843390790
2023-06-01 1469.982546933730
2023-07-01 1465.790005993230
2023-08-01 1468.342224645540
2023-09-01 1474.863521900070
2023-10-01 1466.778284204660
2023-11-01 1471.267217838270
2023-12-01 1467.401344523310
2024-01-01 1477.437911744710
2024-02-01 1477.115444318230
2024-03-01 1477.122926229280
2024-04-01 1481.805689871170
2024-05-01 1481.156869342340
2024-06-01 1481.952923431600
2024-07-01 1481.671613063360
2024-08-01 1485.561678503340
2024-09-01 1490.732294664780
2024-10-01 1498.102617607620
2024-11-01 1501.037830836380
2024-12-01 1498.019202709850
2025-01-01 1498.454778771360
2025-02-01 1503.869990432810
2025-03-01 1507.258497701290
2025-04-01 1510.602233513480
2025-05-01 1510.637154113580
2025-06-01 1510.402365455280
2025-07-01 1512.546503593840
2025-08-01 1512.632598215810
2025-09-01 1513.919249288620
2025-10-01 1514.154604257400
2025-11-01 1513.499106704670
2025-12-01 1518.044799603680
2026-01-01 1519.767946059410
2026-02-01 1515.064865257050
2026-03-01 1519.010250817030
2026-04-01 1518.422150990380

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