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 2024-09-01
Last Updated 2024-10-23 5:39 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
1990-01-01 560.8892820557910
1990-02-01 564.4673377551470
1990-03-01 567.7337879383260
1990-04-01 571.9506938262790
1990-05-01 577.0641462525850
1990-06-01 580.8212337826220
1990-07-01 584.4893649667690
1990-08-01 583.3369779064350
1990-09-01 586.2991545211430
1990-10-01 594.5994488121050
1990-11-01 596.8568855167209
1990-12-01 599.8536097738610
1991-01-01 602.0377222386550
1991-02-01 602.2271424514090
1991-03-01 602.2020932016120
1991-04-01 601.8693897717500
1991-05-01 601.3773347208560
1991-06-01 601.5891653480170
1991-07-01 600.8268175518950
1991-08-01 600.6155365928690
1991-09-01 601.3620093232801
1991-10-01 603.0640541596309
1991-11-01 600.3173166887909
1991-12-01 599.6295226175910
1992-01-01 614.2701364249940
1992-02-01 613.7133538711830
1992-03-01 615.0286885510790
1992-04-01 617.8451276959370
1992-05-01 617.1398471409840
1992-06-01 619.0320385891210
1992-07-01 619.2328545250240
1992-08-01 617.8678373313240
1992-09-01 618.4287075603000
1992-10-01 620.3662218909429
1992-11-01 622.0848875590480
1992-12-01 620.1232820203950
1993-01-01 622.2726898289390
1993-02-01 623.5725635600840
1993-03-01 624.5850414686230
1993-04-01 625.5182970704100
1993-05-01 626.3822323532611
1993-06-01 626.9102931753660
1993-07-01 626.5008111640800
1993-08-01 627.5406331482981
1993-09-01 627.5739235503540
1993-10-01 625.7248951440920
1993-11-01 625.1990567269270
1993-12-01 626.7021860326480
1994-01-01 624.7061435754250
1994-02-01 626.5909594997920
1994-03-01 625.7327740414779
1994-04-01 623.1017817470770
1994-05-01 626.4665199527750
1994-06-01 626.6019349576710
1994-07-01 632.0199019365740
1994-08-01 635.1343957755880
1994-09-01 637.4835662331650
1994-10-01 638.0186236495530
1994-11-01 640.2077168107810
1994-12-01 644.6299171448201
1995-01-01 644.8914667839949
1995-02-01 645.8248237960960
1995-03-01 649.6194687995860
1995-04-01 650.6613139653119
1995-05-01 652.7135382928470
1995-06-01 651.7027866756470
1995-07-01 652.3921504237080
1995-08-01 652.3494222425420
1995-09-01 659.8856619464280
1995-10-01 656.9284263255600
1995-11-01 660.0236837770960
1995-12-01 661.5064826943579
1996-01-01 663.6385163865240
1996-02-01 664.8888020261840
1996-03-01 665.2677656659021
1996-04-01 665.2518491738131
1996-05-01 665.1461637245900
1996-06-01 664.4912521322880
1996-07-01 663.8025943195851
1996-08-01 668.6189552092520
1996-09-01 670.1535514900820
1996-10-01 674.8947764508240
1996-11-01 676.2615481128920
1996-12-01 678.3821962442420
1997-01-01 681.1171739048330
1997-02-01 685.2123426877400
1997-03-01 688.4748219575880
1997-04-01 692.2342007367050
1997-05-01 694.0001202841229
1997-06-01 696.6626060393950
1997-07-01 695.2601404377150
1997-08-01 691.7376182252170
1997-09-01 697.7965225895550
1997-10-01 699.0300343051350
1997-11-01 699.3645556767070
1997-12-01 701.2133610483161
1998-01-01 704.5558983648621
1998-02-01 707.5775385077810
1998-03-01 707.9513896687270
1998-04-01 709.6056755206599
1998-05-01 712.8341135736760
1998-06-01 715.6777560005521
1998-07-01 721.3837013432050
1998-08-01 723.6985317500090
1998-09-01 727.5473506342310
1998-10-01 731.6665012930670
1998-11-01 735.8560402663201
1998-12-01 738.3870212865010
1999-01-01 734.2416385314000
1999-02-01 739.5359172863650
1999-03-01 742.3488409295011
1999-04-01 745.4840389621950
1999-05-01 747.6824330689350
1999-06-01 751.7594718817501
1999-07-01 768.2000456719110
1999-08-01 770.6478862568640
1999-09-01 770.0999067446910
1999-10-01 773.3618003834410
1999-11-01 776.9647565855830
1999-12-01 781.5930953800580
2000-01-01 781.4476094710890
2000-02-01 783.2175504282441
2000-03-01 785.4015339540380
2000-04-01 787.0899145532719
2000-05-01 794.6477591837410
2000-06-01 793.2561794298500
2000-07-01 793.8930490562061
2000-08-01 796.7069994008870
2000-09-01 801.1912341249060
2000-10-01 801.2018596234731
2000-11-01 803.7142636494971
2000-12-01 807.2381444508620
2001-01-01 815.4627507830550
2001-02-01 815.2490734932620
2001-03-01 819.3468405428790
2001-04-01 820.6271809845500
2001-05-01 823.4734949761240
2001-06-01 827.9948108892261
2001-07-01 834.0807356314639
2001-08-01 834.8133938826850
2001-09-01 837.5902895570490
2001-10-01 840.0436543558569
2001-11-01 842.1803238836900
2001-12-01 842.5992635760270
2002-01-01 846.5114790305431
2002-02-01 851.8795979094209
2002-03-01 850.4130343715080
2002-04-01 861.7217545066279
2002-05-01 867.2252487723220
2002-06-01 870.2384823229910
2002-07-01 866.2376727378600
2002-08-01 872.0418083358580
2002-09-01 874.2222687677780
2002-10-01 873.6384048433420
2002-11-01 877.7291427868610
2002-12-01 881.5686509318821
2003-01-01 880.5935717974770
2003-02-01 883.0259258777029
2003-03-01 884.5626840198670
2003-04-01 886.2937804641370
2003-05-01 887.7502879583631
2003-06-01 892.4425769316190
2003-07-01 897.1574603187739
2003-08-01 897.8290645131450
2003-09-01 902.2474297413679
2003-10-01 909.1218335771221
2003-11-01 908.4640948268469
2003-12-01 911.0034985280370
2004-01-01 917.7139703369490
2004-02-01 920.2875424223560
2004-03-01 925.2601842456930
2004-04-01 931.5910469232041
2004-05-01 936.1994956981100
2004-06-01 938.4507741693640
2004-07-01 942.9165437774270
2004-08-01 947.1682749540690
2004-09-01 951.3494604608010
2004-10-01 960.0271795693370
2004-11-01 964.9164617779270
2004-12-01 968.9823797647000
2005-01-01 972.5321436451950
2005-02-01 977.2904027603790
2005-03-01 980.9529382442020
2005-04-01 987.4836945396460
2005-05-01 988.0823394612900
2005-06-01 988.3190027884680
2005-07-01 991.9771698810280
2005-08-01 998.2863962902720
2005-09-01 1004.8164822601200
2005-10-01 1004.9237392535699
2005-11-01 1007.5890295347999
2005-12-01 1013.2165913187199
2006-01-01 1015.4215993783500
2006-02-01 1018.8962431608801
2006-03-01 1022.8510129113000
2006-04-01 1025.6909494420802
2006-05-01 1028.5174223091099
2006-06-01 1033.5318690412300
2006-07-01 1038.3407861975900
2006-08-01 1038.5243964088400
2006-09-01 1041.5159647616100
2006-10-01 1041.3384543063198
2006-11-01 1044.1167623796600
2006-12-01 1043.6012086221800
2007-01-01 1047.7930707070000
2007-02-01 1050.6739873883698
2007-03-01 1052.5700798618500
2007-04-01 1049.2666934818300
2007-05-01 1055.3143796464700
2007-06-01 1056.4384770411600
2007-07-01 1062.2133771952600
2007-08-01 1059.0867012967700
2007-09-01 1060.7986626367501
2007-10-01 1061.1466075969802
2007-11-01 1062.4304524790800
2007-12-01 1064.0379835797300
2008-01-01 1060.2133448498200
2008-02-01 1059.6083422500699
2008-03-01 1056.0148794581900
2008-04-01 1053.9895373789600
2008-05-01 1051.3257898076900
2008-06-01 1051.3378880004900
2008-07-01 1049.4642747958198
2008-08-01 1047.3817413008000
2008-09-01 1043.6636727566001
2008-10-01 1041.3169718009199
2008-11-01 1035.3874827749300
2008-12-01 1031.5707355527302
2009-01-01 1029.8719267915899
2009-02-01 1024.1276996999302
2009-03-01 1020.7142048995600
2009-04-01 1015.4682352397400
2009-05-01 1012.8624557315599
2009-06-01 1011.1048474402700
2009-07-01 1007.0081702253099
2009-08-01 1005.2991725693700
2009-09-01 999.5227687770190
2009-10-01 1001.8213364668401
2009-11-01 999.7801612475390
2009-12-01 999.2210788073171
2010-01-01 998.3089640735479
2010-02-01 998.8931006596820
2010-03-01 1001.0028659322400
2010-04-01 1004.4280793990899
2010-05-01 1008.3407990627001
2010-06-01 1009.2275621690401
2010-07-01 1003.4513396563500
2010-08-01 1006.3237202500000
2010-09-01 1004.7689297949700
2010-10-01 1006.1280797523700
2010-11-01 1007.1621196663499
2010-12-01 1007.3774885968700
2011-01-01 1004.6314701270401
2011-02-01 1006.9443229014698
2011-03-01 1007.5585397472500
2011-04-01 1006.4397802778200
2011-05-01 1006.4289002460199
2011-06-01 1005.0248926736600
2011-07-01 1007.8328462108199
2011-08-01 1010.6565896694100
2011-09-01 1013.6001659519901
2011-10-01 1012.4569788041499
2011-11-01 1013.9850731782301
2011-12-01 1013.6682308899699
2012-01-01 1021.0675499386900
2012-02-01 1022.1853224884200
2012-03-01 1024.0769214878800
2012-04-01 1029.6689745392300
2012-05-01 1032.1233139244400
2012-06-01 1034.7397431785500
2012-07-01 1035.4393174336399
2012-08-01 1038.6166808438800
2012-09-01 1040.1192750018800
2012-10-01 1044.3632957203600
2012-11-01 1047.1889030405300
2012-12-01 1044.4700489704400
2013-01-01 1055.7659500186098
2013-02-01 1060.6784949148000
2013-03-01 1063.6046921849200
2013-04-01 1065.5852096826900
2013-05-01 1070.2563065722100
2013-06-01 1074.8918388115699
2013-07-01 1073.9339445050200
2013-08-01 1081.0417008398200
2013-09-01 1085.2061146762100
2013-10-01 1086.4714844686400
2013-11-01 1089.3394024915400
2013-12-01 1091.8234959670900
2014-01-01 1093.4048296960700
2014-02-01 1099.6240140919700
2014-03-01 1104.0753980299198
2014-04-01 1109.2725436440899
2014-05-01 1111.9332346281199
2014-06-01 1116.2031360293500
2014-07-01 1117.9952175905800
2014-08-01 1124.7863122741100
2014-09-01 1130.9286574709900
2014-10-01 1134.7171449842801
2014-11-01 1142.7812907802900
2014-12-01 1149.7851860420800
2015-01-01 1148.7045424080302
2015-02-01 1150.8371179154199
2015-03-01 1154.1946712120098
2015-04-01 1157.6513546998400
2015-05-01 1163.0173188025200
2015-06-01 1165.5956525662200
2015-07-01 1173.3179030542600
2015-08-01 1177.3398979465400
2015-09-01 1178.8576697656700
2015-10-01 1187.2196464347098
2015-11-01 1192.6166559890900
2015-12-01 1203.3382663318800
2016-01-01 1195.0060000663000
2016-02-01 1195.6358297310198
2016-03-01 1196.2770167212900
2016-04-01 1203.8720063166200
2016-05-01 1205.6208398657400
2016-06-01 1205.1924703501000
2016-07-01 1214.5193222550400
2016-08-01 1217.1592490192500
2016-09-01 1220.9835255736698
2016-10-01 1223.8823205894400
2016-11-01 1222.8443060760699
2016-12-01 1228.0946993334800
2017-01-01 1234.9654678801500
2017-02-01 1237.5070159177000
2017-03-01 1244.8271378674500
2017-04-01 1242.9847846864100
2017-05-01 1250.7987098160902
2017-06-01 1254.2080023131100
2017-07-01 1257.7483398152901
2017-08-01 1262.5116002844900
2017-09-01 1268.4088750116900
2017-10-01 1270.3491426133600
2017-11-01 1274.0561663158800
2017-12-01 1276.2334494929300
2018-01-01 1280.6722791022698
2018-02-01 1286.0846231446199
2018-03-01 1290.6521389894000
2018-04-01 1293.3635340143100
2018-05-01 1296.2791422287200
2018-06-01 1301.1586692369501
2018-07-01 1303.1051391786600
2018-08-01 1303.8094581832400
2018-09-01 1308.5350425926000
2018-10-01 1307.9053322671500
2018-11-01 1309.7681908625100
2018-12-01 1315.1362223341000
2019-01-01 1320.3229600583900
2019-02-01 1321.3915279190500
2019-03-01 1327.2714508423599
2019-04-01 1334.4628611495900
2019-05-01 1336.0481019414801
2019-06-01 1342.2154115584700
2019-07-01 1345.8252869318100
2019-08-01 1350.5648870545301
2019-09-01 1347.0740954928900
2019-10-01 1354.0368419265199
2019-11-01 1365.7775479055301
2019-12-01 1369.9218949592200
2020-01-01 1373.2822695083400
2020-02-01 1376.1380792031600
2020-03-01 1368.2087843101100
2020-04-01 1184.4486699958100
2020-05-01 1194.1541630660700
2020-06-01 1260.2240437440500
2020-07-01 1260.6488607328500
2020-08-01 1275.1521052953801
2020-09-01 1288.5857669145800
2020-10-01 1311.4481678190900
2020-11-01 1317.3115444873300
2020-12-01 1311.5476869132199
2021-01-01 1305.9027845628600
2021-02-01 1326.6574223541200
2021-03-01 1334.4880158854800
2021-04-01 1348.5670249468300
2021-05-01 1357.4456902006400
2021-06-01 1363.7973768525999
2021-07-01 1379.6193114892900
2021-08-01 1383.5782961442400
2021-09-01 1381.9765729936998
2021-10-01 1401.5296167493600
2021-11-01 1406.6996054728602
2021-12-01 1416.9708774763299
2022-01-01 1421.1321698739903
2022-02-01 1441.2054380129200
2022-03-01 1444.6515503189700
2022-04-01 1440.9946755357300
2022-05-01 1439.9577630257902
2022-06-01 1442.0530111515000
2022-07-01 1449.1501623619400
2022-08-01 1450.9248842445300
2022-09-01 1450.9646402054800
2022-10-01 1442.1856223462398
2022-11-01 1447.7047722771500
2022-12-01 1450.5056750399099
2023-01-01 1456.1198554205100
2023-02-01 1452.8453372392900
2023-03-01 1455.3849420426100
2023-04-01 1461.2736467293000
2023-05-01 1466.7294630921700
2023-06-01 1465.8807001219900
2023-07-01 1462.6231487662399
2023-08-01 1465.5638500017400
2023-09-01 1468.6494272894001
2023-10-01 1468.7596312553900
2023-11-01 1467.8136675291000
2023-12-01 1472.2319478515900
2024-01-01 1473.6193219722302
2024-02-01 1473.5980086647000
2024-03-01 1479.1624180387198
2024-04-01 1483.7054371466900
2024-05-01 1486.8935969395300
2024-06-01 1495.6332849866799
2024-07-01 1497.7548811988600
2024-08-01 1501.0955257312600
2024-09-01 1506.0468306204300

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