Table Data - All Employees: Private Service Providing in Riverside-San Bernardino-Ontario, CA (MSA)
| Title | All Employees: Private Service Providing in Riverside-San Bernardino-Ontario, CA (MSA) |
|---|---|
| Series ID | SMU06401400800000001SA |
| 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 2026-07-01 |
| Last Updated | 2026-08-21 7:20 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 | 415.134679943154 |
| 1990-02-01 | 418.177106528473 |
| 1990-03-01 | 420.074201566389 |
| 1990-04-01 | 422.945937500916 |
| 1990-05-01 | 425.608448466689 |
| 1990-06-01 | 428.494768316677 |
| 1990-07-01 | 431.765140935467 |
| 1990-08-01 | 433.580272146496 |
| 1990-09-01 | 433.316367008249 |
| 1990-10-01 | 440.376143497251 |
| 1990-11-01 | 443.667206681819 |
| 1990-12-01 | 445.711135319179 |
| 1991-01-01 | 447.541064222077 |
| 1991-02-01 | 448.120903101508 |
| 1991-03-01 | 447.913301177663 |
| 1991-04-01 | 446.820609910122 |
| 1991-05-01 | 446.200635477791 |
| 1991-06-01 | 445.842164296601 |
| 1991-07-01 | 445.447580595483 |
| 1991-08-01 | 445.827728610477 |
| 1991-09-01 | 445.105210272330 |
| 1991-10-01 | 444.235564471410 |
| 1991-11-01 | 442.875268722380 |
| 1991-12-01 | 441.653852010455 |
| 1992-01-01 | 455.889203616248 |
| 1992-02-01 | 454.531937192893 |
| 1992-03-01 | 456.007418552816 |
| 1992-04-01 | 458.201356912062 |
| 1992-05-01 | 458.613045179631 |
| 1992-06-01 | 459.383752949539 |
| 1992-07-01 | 459.401316604503 |
| 1992-08-01 | 459.187099475501 |
| 1992-09-01 | 458.133601988801 |
| 1992-10-01 | 461.919559268563 |
| 1992-11-01 | 464.780372516388 |
| 1992-12-01 | 462.430187740564 |
| 1993-01-01 | 465.834090091810 |
| 1993-02-01 | 467.283055630151 |
| 1993-03-01 | 468.496337264460 |
| 1993-04-01 | 469.158886905483 |
| 1993-05-01 | 469.721967377618 |
| 1993-06-01 | 469.817435661454 |
| 1993-07-01 | 469.846452780217 |
| 1993-08-01 | 470.499125075975 |
| 1993-09-01 | 470.121543430655 |
| 1993-10-01 | 469.332318911268 |
| 1993-11-01 | 469.200113175835 |
| 1993-12-01 | 469.491487744783 |
| 1994-01-01 | 468.571221564366 |
| 1994-02-01 | 469.204380600712 |
| 1994-03-01 | 468.906738095268 |
| 1994-04-01 | 467.162265424517 |
| 1994-05-01 | 469.007603442622 |
| 1994-06-01 | 470.475013897318 |
| 1994-07-01 | 473.576474877495 |
| 1994-08-01 | 475.627196803087 |
| 1994-09-01 | 477.341284259317 |
| 1994-10-01 | 478.227092976278 |
| 1994-11-01 | 480.500600248612 |
| 1994-12-01 | 484.525855987806 |
| 1995-01-01 | 483.029835936991 |
| 1995-02-01 | 484.431926562057 |
| 1995-03-01 | 486.416169537329 |
| 1995-04-01 | 487.985803132526 |
| 1995-05-01 | 489.937093734167 |
| 1995-06-01 | 490.610582322123 |
| 1995-07-01 | 491.282383534640 |
| 1995-08-01 | 492.189921553782 |
| 1995-09-01 | 494.549085232037 |
| 1995-10-01 | 492.418778759360 |
| 1995-11-01 | 494.552945758656 |
| 1995-12-01 | 495.724397942273 |
| 1996-01-01 | 497.507828320706 |
| 1996-02-01 | 499.572821695253 |
| 1996-03-01 | 498.817658069313 |
| 1996-04-01 | 498.418603867927 |
| 1996-05-01 | 498.158309267510 |
| 1996-06-01 | 499.055732062449 |
| 1996-07-01 | 498.868804164415 |
| 1996-08-01 | 500.457659565717 |
| 1996-09-01 | 501.354245063428 |
| 1996-10-01 | 503.577248048126 |
| 1996-11-01 | 506.321059571944 |
| 1996-12-01 | 508.562222984311 |
| 1997-01-01 | 510.769945014424 |
| 1997-02-01 | 513.791483952033 |
| 1997-03-01 | 516.670027640264 |
| 1997-04-01 | 520.133169736882 |
| 1997-05-01 | 521.665140831177 |
| 1997-06-01 | 523.131526461301 |
| 1997-07-01 | 524.256489445570 |
| 1997-08-01 | 520.956706567303 |
| 1997-09-01 | 524.557826212039 |
| 1997-10-01 | 526.309717523869 |
| 1997-11-01 | 528.002985288729 |
| 1997-12-01 | 530.765069796541 |
| 1998-01-01 | 532.980872055195 |
| 1998-02-01 | 535.527677668435 |
| 1998-03-01 | 536.478531613448 |
| 1998-04-01 | 537.217022385265 |
| 1998-05-01 | 540.027976180161 |
| 1998-06-01 | 541.914111003574 |
| 1998-07-01 | 545.930519105394 |
| 1998-08-01 | 547.909036884325 |
| 1998-09-01 | 551.128076368445 |
| 1998-10-01 | 553.523025875800 |
| 1998-11-01 | 557.794221357325 |
| 1998-12-01 | 559.835666269635 |
| 1999-01-01 | 555.810525463685 |
| 1999-02-01 | 559.348051679458 |
| 1999-03-01 | 561.357508352764 |
| 1999-04-01 | 565.017550469084 |
| 1999-05-01 | 567.010144432987 |
| 1999-06-01 | 569.296378047614 |
| 1999-07-01 | 580.213519008922 |
| 1999-08-01 | 582.909582924677 |
| 1999-09-01 | 585.843520588054 |
| 1999-10-01 | 589.301817558406 |
| 1999-11-01 | 591.547118370978 |
| 1999-12-01 | 596.044824206830 |
| 2000-01-01 | 592.911430750120 |
| 2000-02-01 | 594.600288824187 |
| 2000-03-01 | 596.167107559134 |
| 2000-04-01 | 597.009752516282 |
| 2000-05-01 | 599.641451179439 |
| 2000-06-01 | 601.764955014692 |
| 2000-07-01 | 601.798443875693 |
| 2000-08-01 | 604.050889110969 |
| 2000-09-01 | 608.318145804066 |
| 2000-10-01 | 606.072139245321 |
| 2000-11-01 | 609.249754694990 |
| 2000-12-01 | 611.729093869646 |
| 2001-01-01 | 617.880991940279 |
| 2001-02-01 | 619.698985939567 |
| 2001-03-01 | 622.831184947178 |
| 2001-04-01 | 625.058502043581 |
| 2001-05-01 | 626.643833144322 |
| 2001-06-01 | 628.888367926865 |
| 2001-07-01 | 633.722310016707 |
| 2001-08-01 | 634.265847640958 |
| 2001-09-01 | 634.283547993829 |
| 2001-10-01 | 635.081258986969 |
| 2001-11-01 | 635.554830399181 |
| 2001-12-01 | 636.522906999905 |
| 2002-01-01 | 639.336452350865 |
| 2002-02-01 | 641.905151953388 |
| 2002-03-01 | 643.778382626136 |
| 2002-04-01 | 646.999729933750 |
| 2002-05-01 | 652.955041504816 |
| 2002-06-01 | 653.739551511691 |
| 2002-07-01 | 653.405001915639 |
| 2002-08-01 | 657.134675021926 |
| 2002-09-01 | 660.208561480255 |
| 2002-10-01 | 658.847482644397 |
| 2002-11-01 | 664.034356207147 |
| 2002-12-01 | 667.765656038316 |
| 2003-01-01 | 666.574042089128 |
| 2003-02-01 | 669.696001556049 |
| 2003-03-01 | 671.635259117924 |
| 2003-04-01 | 673.920829714228 |
| 2003-05-01 | 676.891036092417 |
| 2003-06-01 | 680.680371061027 |
| 2003-07-01 | 685.240377648322 |
| 2003-08-01 | 687.217068210314 |
| 2003-09-01 | 690.520553943706 |
| 2003-10-01 | 698.387048964249 |
| 2003-11-01 | 698.851269708526 |
| 2003-12-01 | 702.030201505329 |
| 2004-01-01 | 707.360493157725 |
| 2004-02-01 | 710.436332605088 |
| 2004-03-01 | 715.504461239413 |
| 2004-04-01 | 721.133880420013 |
| 2004-05-01 | 725.190378342933 |
| 2004-06-01 | 727.441314968681 |
| 2004-07-01 | 730.681140608112 |
| 2004-08-01 | 734.443528226451 |
| 2004-09-01 | 735.882686158525 |
| 2004-10-01 | 745.570709622487 |
| 2004-11-01 | 749.575214696144 |
| 2004-12-01 | 752.257259687688 |
| 2005-01-01 | 753.872893760299 |
| 2005-02-01 | 757.722247467736 |
| 2005-03-01 | 761.307751963968 |
| 2005-04-01 | 767.791285761261 |
| 2005-05-01 | 767.934598156628 |
| 2005-06-01 | 770.933916374045 |
| 2005-07-01 | 773.377240096785 |
| 2005-08-01 | 776.758193598871 |
| 2005-09-01 | 781.216566516459 |
| 2005-10-01 | 783.127887015166 |
| 2005-11-01 | 785.980948761885 |
| 2005-12-01 | 790.740065759608 |
| 2006-01-01 | 795.729825236758 |
| 2006-02-01 | 799.231080201402 |
| 2006-03-01 | 802.800126783038 |
| 2006-04-01 | 804.526639444951 |
| 2006-05-01 | 806.444155345461 |
| 2006-06-01 | 809.433608977407 |
| 2006-07-01 | 813.359627471769 |
| 2006-08-01 | 815.471505612575 |
| 2006-09-01 | 816.349465119353 |
| 2006-10-01 | 817.794562588999 |
| 2006-11-01 | 820.440580273555 |
| 2006-12-01 | 821.007275851935 |
| 2007-01-01 | 824.439300548112 |
| 2007-02-01 | 826.853916815801 |
| 2007-03-01 | 828.349051362615 |
| 2007-04-01 | 825.914836973885 |
| 2007-05-01 | 831.573964274808 |
| 2007-06-01 | 830.952127942152 |
| 2007-07-01 | 835.181090494797 |
| 2007-08-01 | 835.303570583744 |
| 2007-09-01 | 834.587284211391 |
| 2007-10-01 | 834.285949262354 |
| 2007-11-01 | 834.718856830711 |
| 2007-12-01 | 835.262553488899 |
| 2008-01-01 | 830.778413147534 |
| 2008-02-01 | 829.561222726805 |
| 2008-03-01 | 826.235543398890 |
| 2008-04-01 | 824.302641433751 |
| 2008-05-01 | 822.100729647763 |
| 2008-06-01 | 820.820920864847 |
| 2008-07-01 | 817.386600674387 |
| 2008-08-01 | 815.379038414139 |
| 2008-09-01 | 812.905654735153 |
| 2008-10-01 | 808.611576443771 |
| 2008-11-01 | 802.611464027941 |
| 2008-12-01 | 798.265051325268 |
| 2009-01-01 | 795.544648450870 |
| 2009-02-01 | 790.443909671700 |
| 2009-03-01 | 786.700247942076 |
| 2009-04-01 | 779.444592330106 |
| 2009-05-01 | 777.582426399441 |
| 2009-06-01 | 774.667155545409 |
| 2009-07-01 | 770.830250150311 |
| 2009-08-01 | 767.685436697554 |
| 2009-09-01 | 765.882705494819 |
| 2009-10-01 | 766.726394974189 |
| 2009-11-01 | 764.467324278785 |
| 2009-12-01 | 764.323771989172 |
| 2010-01-01 | 762.786375014844 |
| 2010-02-01 | 763.632869091666 |
| 2010-03-01 | 765.180348569767 |
| 2010-04-01 | 767.171074548557 |
| 2010-05-01 | 769.275923084889 |
| 2010-06-01 | 770.278991486598 |
| 2010-07-01 | 770.707186752938 |
| 2010-08-01 | 771.748774857627 |
| 2010-09-01 | 772.135583927249 |
| 2010-10-01 | 774.314108151470 |
| 2010-11-01 | 776.329096607423 |
| 2010-12-01 | 780.188752921004 |
| 2011-01-01 | 774.448880125018 |
| 2011-02-01 | 777.545337284301 |
| 2011-03-01 | 778.099344764591 |
| 2011-04-01 | 777.532099942236 |
| 2011-05-01 | 778.225964207275 |
| 2011-06-01 | 776.747962448961 |
| 2011-07-01 | 781.826590095196 |
| 2011-08-01 | 784.287908542347 |
| 2011-09-01 | 786.813394624570 |
| 2011-10-01 | 786.292271528074 |
| 2011-11-01 | 788.311188875792 |
| 2011-12-01 | 789.784442156910 |
| 2012-01-01 | 794.257662941523 |
| 2012-02-01 | 796.155122837408 |
| 2012-03-01 | 798.633347571128 |
| 2012-04-01 | 804.094026308903 |
| 2012-05-01 | 807.140954286950 |
| 2012-06-01 | 810.781608566987 |
| 2012-07-01 | 813.835904320713 |
| 2012-08-01 | 814.909053562117 |
| 2012-09-01 | 817.049824124974 |
| 2012-10-01 | 819.865791233296 |
| 2012-11-01 | 822.184765541503 |
| 2012-12-01 | 820.350454442961 |
| 2013-01-01 | 830.362044489264 |
| 2013-02-01 | 835.277743737743 |
| 2013-03-01 | 838.925024251175 |
| 2013-04-01 | 841.481324833962 |
| 2013-05-01 | 845.520782469808 |
| 2013-06-01 | 849.266278526523 |
| 2013-07-01 | 850.426173321547 |
| 2013-08-01 | 855.623064988947 |
| 2013-09-01 | 858.056826816837 |
| 2013-10-01 | 860.952142469815 |
| 2013-11-01 | 863.863494420887 |
| 2013-12-01 | 866.613971846963 |
| 2014-01-01 | 866.902062988815 |
| 2014-02-01 | 872.784352543483 |
| 2014-03-01 | 876.464548830223 |
| 2014-04-01 | 880.681490753199 |
| 2014-05-01 | 883.907656856752 |
| 2014-06-01 | 887.252206044792 |
| 2014-07-01 | 890.272567955679 |
| 2014-08-01 | 895.752731261798 |
| 2014-09-01 | 900.321418641751 |
| 2014-10-01 | 904.412423400134 |
| 2014-11-01 | 912.911793665943 |
| 2014-12-01 | 918.730305019306 |
| 2015-01-01 | 918.031068468437 |
| 2015-02-01 | 919.474770201511 |
| 2015-03-01 | 921.968874942432 |
| 2015-04-01 | 925.602745186153 |
| 2015-05-01 | 930.407027567170 |
| 2015-06-01 | 934.221466817030 |
| 2015-07-01 | 940.949115963481 |
| 2015-08-01 | 942.879492666472 |
| 2015-09-01 | 943.654691850058 |
| 2015-10-01 | 951.443029051143 |
| 2015-11-01 | 957.499856064799 |
| 2015-12-01 | 967.157172635135 |
| 2016-01-01 | 957.113813011836 |
| 2016-02-01 | 958.430310044524 |
| 2016-03-01 | 956.819261260527 |
| 2016-04-01 | 963.451333831099 |
| 2016-05-01 | 965.073366434241 |
| 2016-06-01 | 963.934539305968 |
| 2016-07-01 | 970.125017961440 |
| 2016-08-01 | 972.137737461190 |
| 2016-09-01 | 975.142118612579 |
| 2016-10-01 | 978.842876626079 |
| 2016-11-01 | 978.913765198344 |
| 2016-12-01 | 982.182051710724 |
| 2017-01-01 | 987.836489411210 |
| 2017-02-01 | 990.335982866207 |
| 2017-03-01 | 995.892414258429 |
| 2017-04-01 | 995.205220497653 |
| 2017-05-01 | 1000.950108728090 |
| 2017-06-01 | 1003.689468100740 |
| 2017-07-01 | 1005.250287126690 |
| 2017-08-01 | 1010.337092721880 |
| 2017-09-01 | 1013.081869247330 |
| 2017-10-01 | 1016.486003797640 |
| 2017-11-01 | 1021.089170391730 |
| 2017-12-01 | 1022.575457149560 |
| 2018-01-01 | 1025.707180224440 |
| 2018-02-01 | 1030.851634240360 |
| 2018-03-01 | 1033.425239968320 |
| 2018-04-01 | 1035.492907329980 |
| 2018-05-01 | 1038.837158264700 |
| 2018-06-01 | 1041.681293785670 |
| 2018-07-01 | 1045.533121598800 |
| 2018-08-01 | 1047.078078241190 |
| 2018-09-01 | 1050.961688201840 |
| 2018-10-01 | 1051.252052670850 |
| 2018-11-01 | 1053.498007693650 |
| 2018-12-01 | 1055.889414800430 |
| 2019-01-01 | 1060.803612615220 |
| 2019-02-01 | 1063.382626370500 |
| 2019-03-01 | 1066.593584386560 |
| 2019-04-01 | 1071.454792703740 |
| 2019-05-01 | 1073.886053867610 |
| 2019-06-01 | 1079.570431719760 |
| 2019-07-01 | 1084.120436573880 |
| 2019-08-01 | 1086.763949056570 |
| 2019-09-01 | 1088.130763153140 |
| 2019-10-01 | 1093.459795915540 |
| 2019-11-01 | 1105.132546220340 |
| 2019-12-01 | 1106.246226856770 |
| 2020-01-01 | 1109.520310467030 |
| 2020-02-01 | 1114.673134608140 |
| 2020-03-01 | 1103.812847575860 |
| 2020-04-01 | 925.905200196224 |
| 2020-05-01 | 954.699555416724 |
| 2020-06-01 | 1017.851989744070 |
| 2020-07-01 | 1020.227642288640 |
| 2020-08-01 | 1025.595646655170 |
| 2020-09-01 | 1043.934406251020 |
| 2020-10-01 | 1073.264098717610 |
| 2020-11-01 | 1081.425481418830 |
| 2020-12-01 | 1074.145976117750 |
| 2021-01-01 | 1067.935494457460 |
| 2021-02-01 | 1092.790291759320 |
| 2021-03-01 | 1099.070100570200 |
| 2021-04-01 | 1108.727777619340 |
| 2021-05-01 | 1117.189500595840 |
| 2021-06-01 | 1121.800882712290 |
| 2021-07-01 | 1134.209879347350 |
| 2021-08-01 | 1134.998380258220 |
| 2021-09-01 | 1136.339555239790 |
| 2021-10-01 | 1158.792367112890 |
| 2021-11-01 | 1162.024098694430 |
| 2021-12-01 | 1169.974509889310 |
| 2022-01-01 | 1172.388833024120 |
| 2022-02-01 | 1196.608876639540 |
| 2022-03-01 | 1197.962793956010 |
| 2022-04-01 | 1193.264140301350 |
| 2022-05-01 | 1192.051895125920 |
| 2022-06-01 | 1195.288717790600 |
| 2022-07-01 | 1200.250467275330 |
| 2022-08-01 | 1197.517419678070 |
| 2022-09-01 | 1198.644268415430 |
| 2022-10-01 | 1194.134914218520 |
| 2022-11-01 | 1193.953487793730 |
| 2022-12-01 | 1196.112716209880 |
| 2023-01-01 | 1197.520541465160 |
| 2023-02-01 | 1199.655776426020 |
| 2023-03-01 | 1200.814501231740 |
| 2023-04-01 | 1201.821816873540 |
| 2023-05-01 | 1207.136971426700 |
| 2023-06-01 | 1208.456256757870 |
| 2023-07-01 | 1205.189038724450 |
| 2023-08-01 | 1205.975684372540 |
| 2023-09-01 | 1207.455796280360 |
| 2023-10-01 | 1208.809006080730 |
| 2023-11-01 | 1212.259526191990 |
| 2023-12-01 | 1210.185846816650 |
| 2024-01-01 | 1217.115670846400 |
| 2024-02-01 | 1214.234947688700 |
| 2024-03-01 | 1214.122651435550 |
| 2024-04-01 | 1219.434838567730 |
| 2024-05-01 | 1218.793556600350 |
| 2024-06-01 | 1219.616567232550 |
| 2024-07-01 | 1223.982068620690 |
| 2024-08-01 | 1226.995608765310 |
| 2024-09-01 | 1224.673780696000 |
| 2024-10-01 | 1233.782222761560 |
| 2024-11-01 | 1236.495625824350 |
| 2024-12-01 | 1234.744231602540 |
| 2025-01-01 | 1234.611098932050 |
| 2025-02-01 | 1238.751673377330 |
| 2025-03-01 | 1242.336895127940 |
| 2025-04-01 | 1243.987117116100 |
| 2025-05-01 | 1245.337668241480 |
| 2025-06-01 | 1243.678521721630 |
| 2025-07-01 | 1244.234911114160 |
| 2025-08-01 | 1246.490832309040 |
| 2025-09-01 | 1247.506099525900 |
| 2025-10-01 | 1250.438776976440 |
| 2025-11-01 | 1251.085052840690 |
| 2025-12-01 | 1255.657495106080 |
| 2026-01-01 | 1257.556540226190 |
| 2026-02-01 | 1252.107689980830 |
| 2026-03-01 | 1256.856085412790 |
| 2026-04-01 | 1258.344001482630 |
| 2026-05-01 | 1258.609100572790 |
| 2026-06-01 | 1266.236367380110 |
| 2026-07-01 | 1268.481014152220 |