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 2024-10-01
Last Updated 2024-11-20 5:55 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
1990-01-01 560.8856493635959
1990-02-01 564.4644361210600
1990-03-01 567.7315580628920
1990-04-01 571.9487879801800
1990-05-01 577.0631409685200
1990-06-01 580.8209127389300
1990-07-01 584.4897788561000
1990-08-01 583.3380194480030
1990-09-01 586.3004955638750
1990-10-01 594.5990686335930
1990-11-01 596.8607343276630
1990-12-01 599.8595027038940
1991-01-01 602.0341371821260
1991-02-01 602.2242074287730
1991-03-01 602.1998024159840
1991-04-01 601.8674105565140
1991-05-01 601.3763342593550
1991-06-01 601.5888520216240
1991-07-01 600.8271997623940
1991-08-01 600.6164877820880
1991-09-01 601.3632255214120
1991-10-01 603.0637062540650
1991-11-01 600.3207002644610
1991-12-01 599.6351085273940
1992-01-01 614.2669878440870
1992-02-01 613.7107031482590
1992-03-01 615.0265871793209
1992-04-01 617.8432483685460
1992-05-01 617.1389323889450
1992-06-01 619.0317406223220
1992-07-01 619.2331509339130
1992-08-01 617.8685835553760
1992-09-01 618.4296470704429
1992-10-01 620.3660534054270
1992-11-01 622.0875768910020
1992-12-01 620.1286033438270
1993-01-01 622.2699904850521
1993-02-01 623.5703661786160
1993-03-01 624.5833324669090
1993-04-01 625.5166685974800
1993-05-01 626.3814902016201
1993-06-01 626.9100531573340
1993-07-01 626.5010254121920
1993-08-01 627.5411421703580
1993-09-01 627.5745349751360
1993-10-01 625.7248442416870
1993-11-01 625.2007335535420
1993-12-01 626.7067006527750
1994-01-01 624.7042388846260
1994-02-01 626.5893692503720
1994-03-01 625.7315205633540
1994-04-01 623.1005513547519
1994-05-01 626.4659519966360
1994-06-01 626.6017392675731
1994-07-01 632.0200254870050
1994-08-01 635.1346782291021
1994-09-01 637.4838995601780
1994-10-01 638.0187406892100
1994-11-01 640.2085764685000
1994-12-01 644.6331849446910
1995-01-01 644.8903410876180
1995-02-01 645.8238315871930
1995-03-01 649.6186323953300
1995-04-01 650.6604337164611
1995-05-01 652.7131526575140
1995-06-01 651.7026382020100
1995-07-01 652.3922217179020
1995-08-01 652.3495806572320
1995-09-01 659.8858383466710
1995-10-01 656.9284840705670
1995-11-01 660.0239180676899
1995-12-01 661.5085074174070
1996-01-01 663.6381493670170
1996-02-01 664.8883089084750
1996-03-01 665.2672632354950
1996-04-01 665.2513315226740
1996-05-01 665.1459149186410
1996-06-01 664.4911352869110
1996-07-01 663.8025916476770
1996-08-01 668.6190343628911
1996-09-01 670.1536431283640
1996-10-01 674.8947910746840
1996-11-01 676.2615867395659
1996-12-01 678.3832547841230
1997-01-01 681.1170686851400
1997-02-01 685.2121475547100
1997-03-01 688.4745903998930
1997-04-01 692.2339426553750
1997-05-01 693.9999983468359
1997-06-01 696.6625497741820
1997-07-01 695.2601002553680
1997-08-01 691.7376405502280
1997-09-01 697.7965476069071
1997-10-01 699.0299897947240
1997-11-01 699.3645435064669
1997-12-01 701.2139154242551
1998-01-01 704.5558451354380
1998-02-01 707.5774680211040
1998-03-01 707.9513060630590
1998-04-01 709.6055987809550
1998-05-01 712.8340632020911
1998-06-01 715.6777612521350
1998-07-01 721.3836214512720
1998-08-01 723.6985153815910
1998-09-01 727.5473487766870
1998-10-01 731.6664890892880
1998-11-01 735.8560905569659
1998-12-01 738.3871199773570
1999-01-01 734.2416619008650
1999-02-01 739.5359206845360
1999-03-01 742.3488237972850
1999-04-01 745.4840253454210
1999-05-01 747.6824513854750
1999-06-01 751.7595189166619
1999-07-01 768.1999316209531
1999-08-01 770.6478515613020
1999-09-01 770.0998839786321
1999-10-01 773.3617789037640
1999-11-01 776.9647770413500
1999-12-01 781.5931592171610
2000-01-01 781.4476042913859
2000-02-01 783.2175605616670
2000-03-01 785.4015471992430
2000-04-01 787.0899341167830
2000-05-01 794.6478042845920
2000-06-01 793.2562489400850
2000-07-01 793.8928998741760
2000-08-01 796.7069665762930
2000-09-01 801.1912143751580
2000-10-01 801.2018347689200
2000-11-01 803.7142715263210
2000-12-01 807.2381905061110
2001-01-01 815.4627432747310
2001-02-01 815.2490870537460
2001-03-01 819.3468640694431
2001-04-01 820.6272075856149
2001-05-01 823.4735396961260
2001-06-01 827.9948694881281
2001-07-01 834.0805903445390
2001-08-01 834.8133659860699
2001-09-01 837.5902757031480
2001-10-01 840.0436343245830
2001-11-01 842.1803325254781
2001-12-01 842.5992995240289
2002-01-01 846.5114760872530
2002-02-01 851.8796120484170
2002-03-01 850.4130534401089
2002-04-01 861.7217741579340
2002-05-01 867.2252826600380
2002-06-01 870.2385251717090
2002-07-01 866.2375444568680
2002-08-01 872.0417973181940
2002-09-01 874.2222666728110
2002-10-01 873.6383933338831
2002-11-01 877.7291499937711
2002-12-01 881.5686718704580
2003-01-01 880.5935744611650
2003-02-01 883.0259363823280
2003-03-01 884.5626972501420
2003-04-01 886.2937925205660
2003-05-01 887.7503075904640
2003-06-01 892.4425959174110
2003-07-01 897.1573746648779
2003-08-01 897.8290642879950
2003-09-01 902.2474330005020
2003-10-01 909.1218251661861
2003-11-01 908.4641019187719
2003-12-01 911.0035110132050
2004-01-01 917.7139725796941
2004-02-01 920.2875477536729
2004-03-01 925.2601914030170
2004-04-01 931.5910545637280
2004-05-01 936.1995065425670
2004-06-01 938.4507850168981
2004-07-01 942.9164896428840
2004-08-01 947.1682762292640
2004-09-01 951.3494649949400
2004-10-01 960.0271729332441
2004-11-01 964.9164670093719
2004-12-01 968.9823875804960
2005-01-01 972.5321470461160
2005-02-01 977.2904039839940
2005-03-01 980.9529417508211
2005-04-01 987.4837002934979
2005-05-01 988.0823437699260
2005-06-01 988.3190049293339
2005-07-01 991.9771496560670
2005-08-01 998.2863928711820
2005-09-01 1004.8164834846199
2005-10-01 1004.9237339174400
2005-11-01 1007.5890324308500
2005-12-01 1013.2165954588700
2006-01-01 1015.4216008740100
2006-02-01 1018.8962434906800
2006-03-01 1022.8510148411099
2006-04-01 1025.6909568987700
2006-05-01 1028.5174257715700
2006-06-01 1033.5318707460000
2006-07-01 1038.3407767116698
2006-08-01 1038.5243963719502
2006-09-01 1041.5159516779200
2006-10-01 1041.3384538598300
2006-11-01 1044.1167648900100
2006-12-01 1043.6012118985600
2007-01-01 1047.7930707679900
2007-02-01 1050.6739873060199
2007-03-01 1052.5700815569900
2007-04-01 1049.2666997767500
2007-05-01 1055.3143881482100
2007-06-01 1056.4384818804401
2007-07-01 1062.2133681616901
2007-08-01 1059.0867026282801
2007-09-01 1060.7986327923600
2007-10-01 1061.1466123224900
2007-11-01 1062.4304597206300
2007-12-01 1064.0379935583500
2008-01-01 1060.2133339778700
2008-02-01 1059.6083462264600
2008-03-01 1056.0148823317100
2008-04-01 1053.9895423092698
2008-05-01 1051.3258032676802
2008-06-01 1051.3378945329302
2008-07-01 1049.4642631601598
2008-08-01 1047.3817415907700
2008-09-01 1043.6636256719698
2008-10-01 1041.3169760896600
2008-11-01 1035.3874893858099
2008-12-01 1031.5707820753098
2009-01-01 1029.8718996709802
2009-02-01 1024.1277041763600
2009-03-01 1020.7142074511600
2009-04-01 1015.4682372058000
2009-05-01 1012.8624715899699
2009-06-01 1011.1048525708100
2009-07-01 1007.0081525632500
2009-08-01 1005.2991659957700
2009-09-01 999.5227158216350
2009-10-01 1001.8213332333600
2009-11-01 999.7801607819240
2009-12-01 999.2211909482960
2010-01-01 998.3089176660870
2010-02-01 998.8931022626401
2010-03-01 1001.0028665364802
2010-04-01 1004.4280787397500
2010-05-01 1008.3408101707400
2010-06-01 1009.2275604030400
2010-07-01 1003.4513150865599
2010-08-01 1006.3237014996600
2010-09-01 1004.7688658656900
2010-10-01 1006.1280702518302
2010-11-01 1007.1621183624401
2010-12-01 1007.3776763747001
2011-01-01 1004.6314238504401
2011-02-01 1006.9443228896100
2011-03-01 1007.5585342013800
2011-04-01 1006.4397686569300
2011-05-01 1006.4288979395099
2011-06-01 1005.0248756472400
2011-07-01 1007.8328118571500
2011-08-01 1010.6565624759600
2011-09-01 1013.6001063696001
2011-10-01 1012.4569484853599
2011-11-01 1013.9850546098500
2011-12-01 1013.6685123851300
2012-01-01 1021.0674717613199
2012-02-01 1022.1853221430301
2012-03-01 1024.0769421712900
2012-04-01 1029.6689906746100
2012-05-01 1032.1233134374200
2012-06-01 1034.7397027169400
2012-07-01 1035.4392551375700
2012-08-01 1038.6166295412200
2012-09-01 1040.1192172410800
2012-10-01 1044.3632269580198
2012-11-01 1047.1888174066400
2012-12-01 1044.4704133381700
2013-01-01 1055.7658188264200
2013-02-01 1060.6785183055400
2013-03-01 1063.6047269497199
2013-04-01 1065.5854162607600
2013-05-01 1070.2564691811099
2013-06-01 1074.8915263436600
2013-07-01 1073.9339009485200
2013-08-01 1081.0416405169500
2013-09-01 1085.2060775081402
2013-10-01 1086.4713342537000
2013-11-01 1089.3391643191400
2013-12-01 1091.8238853197700
2014-01-01 1093.4045692341500
2014-02-01 1099.6238566506600
2014-03-01 1104.0751027068700
2014-04-01 1109.2744672693900
2014-05-01 1111.9333482927302
2014-06-01 1116.2024805900300
2014-07-01 1117.9951681146601
2014-08-01 1124.7860182764600
2014-09-01 1130.9280744766802
2014-10-01 1134.7162428524000
2014-11-01 1142.7803326689500
2014-12-01 1149.7853871928698
2015-01-01 1148.7048507558100
2015-02-01 1150.8381961790500
2015-03-01 1154.1960453839200
2015-04-01 1157.6566393412100
2015-05-01 1163.0172868664000
2015-06-01 1165.5925981136802
2015-07-01 1173.3147834901300
2015-08-01 1177.3368963762400
2015-09-01 1178.8555398729302
2015-10-01 1187.2183722337100
2015-11-01 1192.6158657057800
2015-12-01 1203.3391276857400
2016-01-01 1195.0084285739501
2016-02-01 1195.6405686904000
2016-03-01 1196.2842620390200
2016-04-01 1203.8843921770600
2016-05-01 1205.6211349752300
2016-06-01 1205.1835653647700
2016-07-01 1214.5063661213900
2016-08-01 1217.1474998483300
2016-09-01 1220.9713281964000
2016-10-01 1223.8813937696700
2016-11-01 1222.8472394070402
2016-12-01 1228.0998122751900
2017-01-01 1234.9758742734100
2017-02-01 1237.5226281524901
2017-03-01 1244.8523552785000
2017-04-01 1243.0026739759800
2017-05-01 1250.8051987027302
2017-06-01 1254.2014563058000
2017-07-01 1257.6617844495900
2017-08-01 1262.4945149887100
2017-09-01 1268.3817740531401
2017-10-01 1270.3695944414900
2017-11-01 1274.0735947568198
2017-12-01 1276.2416827203801
2018-01-01 1280.7075067411100
2018-02-01 1286.1111030610400
2018-03-01 1290.6962872138400
2018-04-01 1293.3865656171200
2018-05-01 1296.2881760062000
2018-06-01 1301.1512740276100
2018-07-01 1302.9187730517401
2018-08-01 1303.8041863606500
2018-09-01 1308.4398559653998
2018-10-01 1307.9765132673100
2018-11-01 1309.8140031900100
2018-12-01 1315.1411205518400
2019-01-01 1320.4251668094198
2019-02-01 1321.4402163548300
2019-03-01 1327.3433268239400
2019-04-01 1334.4831741770000
2019-05-01 1336.0475227958300
2019-06-01 1342.1891609349000
2019-07-01 1345.4989021592500
2019-08-01 1350.5182258485400
2019-09-01 1346.8493141701000
2019-10-01 1354.3224833501000
2019-11-01 1365.8296041958200
2019-12-01 1369.9311040114200
2020-01-01 1373.4826913032500
2020-02-01 1376.2348704668600
2020-03-01 1368.3139361733200
2020-04-01 1184.4697891437700
2020-05-01 1194.1310988013200
2020-06-01 1260.1297632849900
2020-07-01 1260.2126176799500
2020-08-01 1275.0013177683100
2020-09-01 1288.2257236620000
2020-10-01 1311.9284654404198
2020-11-01 1317.4105866894600
2020-12-01 1311.6232904035800
2021-01-01 1306.2123541680999
2021-02-01 1326.8305102855700
2021-03-01 1334.6580642432598
2021-04-01 1348.6129347446100
2021-05-01 1357.3780814480500
2021-06-01 1363.5860852113901
2021-07-01 1378.9522081187000
2021-08-01 1383.1171840017300
2021-09-01 1381.2253535117800
2021-10-01 1402.4852464746200
2021-11-01 1406.9765950277301
2021-12-01 1417.1908853155899
2022-01-01 1421.5956396478698
2022-02-01 1441.5086059738098
2022-03-01 1444.9079277130100
2022-04-01 1441.0755989850500
2022-05-01 1439.8313853328800
2022-06-01 1441.6621999434500
2022-07-01 1448.2637698321803
2022-08-01 1450.0775967472900
2022-09-01 1449.7969917732400
2022-10-01 1443.4968077926900
2022-11-01 1448.2431979576502
2022-12-01 1450.9116059439300
2023-01-01 1456.7282890755100
2023-02-01 1453.2751244812900
2023-03-01 1455.7283666373999
2023-04-01 1461.3903616995400
2023-05-01 1466.5422025028500
2023-06-01 1465.3215629977200
2023-07-01 1461.5672988952100
2023-08-01 1464.2874440041699
2023-09-01 1467.0581192907400
2023-10-01 1470.5408228227402
2023-11-01 1468.5935273688099
2023-12-01 1472.8038710445098
2024-01-01 1474.3184318316100
2024-02-01 1474.1404176286499
2024-03-01 1479.5654327621800
2024-04-01 1483.8522326479300
2024-05-01 1486.6762139696802
2024-06-01 1494.9345176365600
2024-07-01 1496.5712356542500
2024-08-01 1499.5128022340400
2024-09-01 1503.2527775944000
2024-10-01 1500.6668901778798

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