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 2026-04-01 |
| 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 | 415.134215223745 |
| 1990-02-01 | 418.176844306499 |
| 1990-03-01 | 420.073836587097 |
| 1990-04-01 | 422.945650653907 |
| 1990-05-01 | 425.608255911157 |
| 1990-06-01 | 428.494680902944 |
| 1990-07-01 | 431.765170468714 |
| 1990-08-01 | 433.580403811233 |
| 1990-09-01 | 433.316504947388 |
| 1990-10-01 | 440.376464494684 |
| 1990-11-01 | 443.667668777811 |
| 1990-12-01 | 445.711787759592 |
| 1991-01-01 | 447.540511934572 |
| 1991-02-01 | 448.120672584870 |
| 1991-03-01 | 447.912913509026 |
| 1991-04-01 | 446.820316511075 |
| 1991-05-01 | 446.200447796953 |
| 1991-06-01 | 445.842088224087 |
| 1991-07-01 | 445.447616435367 |
| 1991-08-01 | 445.827855407269 |
| 1991-09-01 | 445.105353673185 |
| 1991-10-01 | 444.235843394725 |
| 1991-11-01 | 442.875682829910 |
| 1991-12-01 | 441.654462440618 |
| 1992-01-01 | 455.888603661154 |
| 1992-02-01 | 454.531789968025 |
| 1992-03-01 | 456.007071056964 |
| 1992-04-01 | 458.201061513641 |
| 1992-05-01 | 458.612897626895 |
| 1992-06-01 | 459.383712392622 |
| 1992-07-01 | 459.401359990814 |
| 1992-08-01 | 459.187207488583 |
| 1992-09-01 | 458.133740147179 |
| 1992-10-01 | 461.919772395282 |
| 1992-11-01 | 464.780679736535 |
| 1992-12-01 | 462.430666820204 |
| 1993-01-01 | 465.833683771085 |
| 1993-02-01 | 467.282936618683 |
| 1993-03-01 | 468.496077401393 |
| 1993-04-01 | 469.158608536194 |
| 1993-05-01 | 469.721866892822 |
| 1993-06-01 | 469.817415474158 |
| 1993-07-01 | 469.846487036274 |
| 1993-08-01 | 470.499193975976 |
| 1993-09-01 | 470.121696144225 |
| 1993-10-01 | 469.332454955254 |
| 1993-11-01 | 469.200285297344 |
| 1993-12-01 | 469.491796071135 |
| 1994-01-01 | 468.571005875931 |
| 1994-02-01 | 469.204276478216 |
| 1994-03-01 | 468.906595725984 |
| 1994-04-01 | 467.162026611400 |
| 1994-05-01 | 469.007556126319 |
| 1994-06-01 | 470.475012239826 |
| 1994-07-01 | 473.576497760405 |
| 1994-08-01 | 475.627230236081 |
| 1994-09-01 | 477.341445514763 |
| 1994-10-01 | 478.227173199881 |
| 1994-11-01 | 480.500652330818 |
| 1994-12-01 | 484.525999315427 |
| 1995-01-01 | 483.029805671957 |
| 1995-02-01 | 484.431807963338 |
| 1995-03-01 | 486.416098166841 |
| 1995-04-01 | 487.985641441870 |
| 1995-05-01 | 489.937053219478 |
| 1995-06-01 | 490.610568441543 |
| 1995-07-01 | 491.282390678083 |
| 1995-08-01 | 492.189938456558 |
| 1995-09-01 | 494.549273885384 |
| 1995-10-01 | 492.418838783509 |
| 1995-11-01 | 494.552961866161 |
| 1995-12-01 | 495.724473525005 |
| 1996-01-01 | 497.507829612498 |
| 1996-02-01 | 499.572703864353 |
| 1996-03-01 | 498.817600679170 |
| 1996-04-01 | 498.418480087976 |
| 1996-05-01 | 498.158241317405 |
| 1996-06-01 | 499.055701676523 |
| 1996-07-01 | 498.868823996075 |
| 1996-08-01 | 500.457721149706 |
| 1996-09-01 | 501.354423058729 |
| 1996-10-01 | 503.577331685470 |
| 1996-11-01 | 506.321090667334 |
| 1996-12-01 | 508.562285589293 |
| 1997-01-01 | 510.769942162725 |
| 1997-02-01 | 513.791382454155 |
| 1997-03-01 | 516.669933088152 |
| 1997-04-01 | 520.133032000869 |
| 1997-05-01 | 521.664962962317 |
| 1997-06-01 | 523.131326740102 |
| 1997-07-01 | 524.256682221490 |
| 1997-08-01 | 520.956888854491 |
| 1997-09-01 | 524.558027416302 |
| 1997-10-01 | 526.309849156731 |
| 1997-11-01 | 528.003052448179 |
| 1997-12-01 | 530.765117416901 |
| 1998-01-01 | 532.980846378890 |
| 1998-02-01 | 535.527576843293 |
| 1998-03-01 | 536.478388118829 |
| 1998-04-01 | 537.216813756034 |
| 1998-05-01 | 540.027690338706 |
| 1998-06-01 | 541.913743875153 |
| 1998-07-01 | 545.930915832301 |
| 1998-08-01 | 547.909360878341 |
| 1998-09-01 | 551.128289871616 |
| 1998-10-01 | 553.523208266298 |
| 1998-11-01 | 557.794312453520 |
| 1998-12-01 | 559.835709831798 |
| 1999-01-01 | 555.810460339138 |
| 1999-02-01 | 559.347948481454 |
| 1999-03-01 | 561.357332490288 |
| 1999-04-01 | 565.017296070186 |
| 1999-05-01 | 567.009760946202 |
| 1999-06-01 | 569.295811511670 |
| 1999-07-01 | 580.214224218947 |
| 1999-08-01 | 582.909980968833 |
| 1999-09-01 | 585.843732244775 |
| 1999-10-01 | 589.302006785091 |
| 1999-11-01 | 591.547207287693 |
| 1999-12-01 | 596.044826619300 |
| 2000-01-01 | 592.911332222800 |
| 2000-02-01 | 594.600166081901 |
| 2000-03-01 | 596.166929945154 |
| 2000-04-01 | 597.009512155643 |
| 2000-05-01 | 599.641097595049 |
| 2000-06-01 | 601.764489705179 |
| 2000-07-01 | 601.799130534896 |
| 2000-08-01 | 604.051206601748 |
| 2000-09-01 | 608.318294908452 |
| 2000-10-01 | 606.072315985408 |
| 2000-11-01 | 609.249816210517 |
| 2000-12-01 | 611.729066762668 |
| 2001-01-01 | 617.880886975571 |
| 2001-02-01 | 619.698880412699 |
| 2001-03-01 | 622.831054971921 |
| 2001-04-01 | 625.058336506544 |
| 2001-05-01 | 626.643560947987 |
| 2001-06-01 | 628.888025002324 |
| 2001-07-01 | 633.722941065754 |
| 2001-08-01 | 634.266012036111 |
| 2001-09-01 | 634.283619160682 |
| 2001-10-01 | 635.081397119259 |
| 2001-11-01 | 635.554853408219 |
| 2001-12-01 | 636.522860417673 |
| 2002-01-01 | 639.336359710917 |
| 2002-02-01 | 641.905087507712 |
| 2002-03-01 | 643.778312679175 |
| 2002-04-01 | 646.999658091367 |
| 2002-05-01 | 652.954893440183 |
| 2002-06-01 | 653.739407023321 |
| 2002-07-01 | 653.405332374613 |
| 2002-08-01 | 657.134732522404 |
| 2002-09-01 | 660.208582022082 |
| 2002-10-01 | 658.847596457893 |
| 2002-11-01 | 664.034348610939 |
| 2002-12-01 | 667.765623993714 |
| 2003-01-01 | 666.573972300979 |
| 2003-02-01 | 669.695979545752 |
| 2003-03-01 | 671.635236607444 |
| 2003-04-01 | 673.920809879349 |
| 2003-05-01 | 676.890962283467 |
| 2003-06-01 | 680.680286323563 |
| 2003-07-01 | 685.240550237394 |
| 2003-08-01 | 687.217083536116 |
| 2003-09-01 | 690.520558122580 |
| 2003-10-01 | 698.387129692000 |
| 2003-11-01 | 698.851252792377 |
| 2003-12-01 | 702.030180563821 |
| 2004-01-01 | 707.360450043433 |
| 2004-02-01 | 710.436328030165 |
| 2004-03-01 | 715.504456185969 |
| 2004-04-01 | 721.133880053334 |
| 2004-05-01 | 725.190354257454 |
| 2004-06-01 | 727.441287761838 |
| 2004-07-01 | 730.681165203876 |
| 2004-08-01 | 734.443547403106 |
| 2004-09-01 | 735.882690444688 |
| 2004-10-01 | 745.570761072128 |
| 2004-11-01 | 749.575206647839 |
| 2004-12-01 | 752.257251983349 |
| 2005-01-01 | 753.872871689811 |
| 2005-02-01 | 757.722244390807 |
| 2005-03-01 | 761.307748292391 |
| 2005-04-01 | 767.791280098661 |
| 2005-05-01 | 767.934592879521 |
| 2005-06-01 | 770.933912046832 |
| 2005-07-01 | 773.377241012237 |
| 2005-08-01 | 776.758198925790 |
| 2005-09-01 | 781.216571634440 |
| 2005-10-01 | 783.127908431037 |
| 2005-11-01 | 785.980948646145 |
| 2005-12-01 | 790.740062475023 |
| 2006-01-01 | 795.729819439594 |
| 2006-02-01 | 799.231075278993 |
| 2006-03-01 | 802.800124103579 |
| 2006-04-01 | 804.526637747426 |
| 2006-05-01 | 806.444154715409 |
| 2006-06-01 | 809.433606205464 |
| 2006-07-01 | 813.359627272353 |
| 2006-08-01 | 815.471507127848 |
| 2006-09-01 | 816.349467575271 |
| 2006-10-01 | 817.794566764289 |
| 2006-11-01 | 820.440582882920 |
| 2006-12-01 | 821.007276540308 |
| 2007-01-01 | 824.439298992063 |
| 2007-02-01 | 826.853915147160 |
| 2007-03-01 | 828.349050723892 |
| 2007-04-01 | 825.914836067318 |
| 2007-05-01 | 831.573963966525 |
| 2007-06-01 | 830.952125389753 |
| 2007-07-01 | 835.181090454624 |
| 2007-08-01 | 835.303569897464 |
| 2007-09-01 | 834.587283740742 |
| 2007-10-01 | 834.285951729093 |
| 2007-11-01 | 834.718857177743 |
| 2007-12-01 | 835.262555112748 |
| 2008-01-01 | 830.778414721739 |
| 2008-02-01 | 829.561225110391 |
| 2008-03-01 | 826.235545258359 |
| 2008-04-01 | 824.302640810724 |
| 2008-05-01 | 822.100726752573 |
| 2008-06-01 | 820.820915483589 |
| 2008-07-01 | 817.386597390647 |
| 2008-08-01 | 815.379036095281 |
| 2008-09-01 | 812.905653838710 |
| 2008-10-01 | 808.611580989760 |
| 2008-11-01 | 802.611463551090 |
| 2008-12-01 | 798.265055047066 |
| 2009-01-01 | 795.544654805981 |
| 2009-02-01 | 790.443913325139 |
| 2009-03-01 | 786.700251338557 |
| 2009-04-01 | 779.444595371707 |
| 2009-05-01 | 777.582428845921 |
| 2009-06-01 | 774.667125074197 |
| 2009-07-01 | 770.830250552861 |
| 2009-08-01 | 767.685435166191 |
| 2009-09-01 | 765.882702243130 |
| 2009-10-01 | 766.726399270467 |
| 2009-11-01 | 764.467325065281 |
| 2009-12-01 | 764.323781445343 |
| 2010-01-01 | 762.786389143455 |
| 2010-02-01 | 763.632875654452 |
| 2010-03-01 | 765.180352126939 |
| 2010-04-01 | 767.171078361237 |
| 2010-05-01 | 769.275929686996 |
| 2010-06-01 | 770.278936942218 |
| 2010-07-01 | 770.707192175687 |
| 2010-08-01 | 771.748775471076 |
| 2010-09-01 | 772.135575762238 |
| 2010-10-01 | 774.314102511735 |
| 2010-11-01 | 776.329094368748 |
| 2010-12-01 | 780.188778220493 |
| 2011-01-01 | 774.448905815270 |
| 2011-02-01 | 777.545349962141 |
| 2011-03-01 | 778.099349941314 |
| 2011-04-01 | 777.532101890370 |
| 2011-05-01 | 778.225969984097 |
| 2011-06-01 | 776.747877727703 |
| 2011-07-01 | 781.826618967411 |
| 2011-08-01 | 784.287901014908 |
| 2011-09-01 | 786.813383755644 |
| 2011-10-01 | 786.292260625666 |
| 2011-11-01 | 788.311179684538 |
| 2011-12-01 | 789.784451237439 |
| 2012-01-01 | 794.257813543587 |
| 2012-02-01 | 796.155080737644 |
| 2012-03-01 | 798.633303343798 |
| 2012-04-01 | 804.093995419674 |
| 2012-05-01 | 807.140948432695 |
| 2012-06-01 | 810.781555133423 |
| 2012-07-01 | 813.835967483873 |
| 2012-08-01 | 814.909049499116 |
| 2012-09-01 | 817.049834819387 |
| 2012-10-01 | 819.865815588361 |
| 2012-11-01 | 822.184738199872 |
| 2012-12-01 | 820.350392322356 |
| 2013-01-01 | 830.362326226362 |
| 2013-02-01 | 835.277592610595 |
| 2013-03-01 | 838.924878663270 |
| 2013-04-01 | 841.481253297087 |
| 2013-05-01 | 845.520799133155 |
| 2013-06-01 | 849.266309683459 |
| 2013-07-01 | 850.426318192119 |
| 2013-08-01 | 855.623083123400 |
| 2013-09-01 | 858.056806053417 |
| 2013-10-01 | 860.952262679847 |
| 2013-11-01 | 863.863497063099 |
| 2013-12-01 | 866.613759970265 |
| 2014-01-01 | 866.902525717148 |
| 2014-02-01 | 872.784290450947 |
| 2014-03-01 | 876.463541998433 |
| 2014-04-01 | 880.681582857912 |
| 2014-05-01 | 883.907734204185 |
| 2014-06-01 | 887.252847290025 |
| 2014-07-01 | 890.272620954036 |
| 2014-08-01 | 895.752732291504 |
| 2014-09-01 | 900.321316911738 |
| 2014-10-01 | 904.412823979167 |
| 2014-11-01 | 912.911725444588 |
| 2014-12-01 | 918.729949786742 |
| 2015-01-01 | 918.031373552623 |
| 2015-02-01 | 919.474670693571 |
| 2015-03-01 | 921.966599785867 |
| 2015-04-01 | 925.603817626504 |
| 2015-05-01 | 930.406964005334 |
| 2015-06-01 | 934.222785469788 |
| 2015-07-01 | 940.949413493554 |
| 2015-08-01 | 942.879929191628 |
| 2015-09-01 | 943.654875524510 |
| 2015-10-01 | 951.444003729413 |
| 2015-11-01 | 957.499793614051 |
| 2015-12-01 | 967.156134699272 |
| 2016-01-01 | 957.112478513722 |
| 2016-02-01 | 958.428096437660 |
| 2016-03-01 | 956.813164588109 |
| 2016-04-01 | 963.452382508450 |
| 2016-05-01 | 965.075168774906 |
| 2016-06-01 | 963.941433866232 |
| 2016-07-01 | 970.131732078547 |
| 2016-08-01 | 972.142537217559 |
| 2016-09-01 | 975.142077438344 |
| 2016-10-01 | 978.839927064343 |
| 2016-11-01 | 978.908405878322 |
| 2016-12-01 | 982.176490194913 |
| 2017-01-01 | 987.830553629096 |
| 2017-02-01 | 990.328675797977 |
| 2017-03-01 | 995.879755790269 |
| 2017-04-01 | 995.203235870605 |
| 2017-05-01 | 1000.958648734960 |
| 2017-06-01 | 1003.713444288720 |
| 2017-07-01 | 1005.278532579190 |
| 2017-08-01 | 1010.356132900910 |
| 2017-09-01 | 1013.082262106060 |
| 2017-10-01 | 1016.472509881470 |
| 2017-11-01 | 1021.055792117890 |
| 2017-12-01 | 1022.563777342230 |
| 2018-01-01 | 1025.692419290940 |
| 2018-02-01 | 1030.831934766860 |
| 2018-03-01 | 1033.397793328190 |
| 2018-04-01 | 1035.482569672610 |
| 2018-05-01 | 1038.836700591320 |
| 2018-06-01 | 1041.733992087290 |
| 2018-07-01 | 1045.689047989440 |
| 2018-08-01 | 1047.099435754730 |
| 2018-09-01 | 1050.958901271120 |
| 2018-10-01 | 1051.221422263050 |
| 2018-11-01 | 1053.348284925940 |
| 2018-12-01 | 1055.888535299550 |
| 2019-01-01 | 1060.792039668000 |
| 2019-02-01 | 1063.348118295720 |
| 2019-03-01 | 1066.546497525570 |
| 2019-04-01 | 1071.432715537090 |
| 2019-05-01 | 1073.865010881950 |
| 2019-06-01 | 1079.634676202570 |
| 2019-07-01 | 1084.528416629880 |
| 2019-08-01 | 1086.767692935380 |
| 2019-09-01 | 1088.106705705810 |
| 2019-10-01 | 1093.394046638540 |
| 2019-11-01 | 1104.844288330640 |
| 2019-12-01 | 1106.255255984610 |
| 2020-01-01 | 1109.513610617580 |
| 2020-02-01 | 1114.620287859440 |
| 2020-03-01 | 1103.755479431950 |
| 2020-04-01 | 925.877246517779 |
| 2020-05-01 | 954.628599492269 |
| 2020-06-01 | 1017.845533458460 |
| 2020-07-01 | 1021.049345114650 |
| 2020-08-01 | 1025.503406018400 |
| 2020-09-01 | 1043.846690324910 |
| 2020-10-01 | 1073.153499462090 |
| 2020-11-01 | 1081.046041578640 |
| 2020-12-01 | 1074.149831131710 |
| 2021-01-01 | 1067.942763105890 |
| 2021-02-01 | 1092.749738745290 |
| 2021-03-01 | 1099.025419589540 |
| 2021-04-01 | 1108.691293383720 |
| 2021-05-01 | 1117.089634944720 |
| 2021-06-01 | 1121.718232586660 |
| 2021-07-01 | 1135.397819204840 |
| 2021-08-01 | 1134.817371480120 |
| 2021-09-01 | 1136.172705943050 |
| 2021-10-01 | 1158.608469146500 |
| 2021-11-01 | 1161.659771236840 |
| 2021-12-01 | 1169.890965085750 |
| 2022-01-01 | 1172.559342190580 |
| 2022-02-01 | 1196.533341359430 |
| 2022-03-01 | 1197.890825711440 |
| 2022-04-01 | 1193.285497547220 |
| 2022-05-01 | 1191.916736371290 |
| 2022-06-01 | 1195.137297702980 |
| 2022-07-01 | 1201.535008959190 |
| 2022-08-01 | 1197.293294550590 |
| 2022-09-01 | 1198.413905694300 |
| 2022-10-01 | 1193.932747555610 |
| 2022-11-01 | 1193.611635105060 |
| 2022-12-01 | 1195.996002492160 |
| 2023-01-01 | 1197.909009260890 |
| 2023-02-01 | 1199.578882014330 |
| 2023-03-01 | 1200.689360366290 |
| 2023-04-01 | 1201.873577696400 |
| 2023-05-01 | 1207.012668794050 |
| 2023-06-01 | 1208.385163960830 |
| 2023-07-01 | 1205.991992344130 |
| 2023-08-01 | 1205.875855392120 |
| 2023-09-01 | 1207.273102584330 |
| 2023-10-01 | 1208.632080701080 |
| 2023-11-01 | 1211.910856681990 |
| 2023-12-01 | 1209.989514413500 |
| 2024-01-01 | 1217.998246313430 |
| 2024-02-01 | 1214.212996897390 |
| 2024-03-01 | 1213.720431528380 |
| 2024-04-01 | 1219.498521453450 |
| 2024-05-01 | 1218.398867477730 |
| 2024-06-01 | 1219.772769966660 |
| 2024-07-01 | 1224.434661212530 |
| 2024-08-01 | 1227.021434521760 |
| 2024-09-01 | 1224.535960951970 |
| 2024-10-01 | 1233.657518872760 |
| 2024-11-01 | 1236.134791983060 |
| 2024-12-01 | 1234.631802526330 |
| 2025-01-01 | 1235.722557038360 |
| 2025-02-01 | 1238.933172381900 |
| 2025-03-01 | 1241.713903819180 |
| 2025-04-01 | 1243.863741515120 |
| 2025-05-01 | 1244.521252476810 |
| 2025-06-01 | 1244.197805153610 |
| 2025-07-01 | 1244.479508134370 |
| 2025-08-01 | 1246.607904818850 |
| 2025-09-01 | 1247.429935461980 |
| 2025-10-01 | 1250.330537856160 |
| 2025-11-01 | 1250.771261620500 |
| 2025-12-01 | 1255.540088972400 |
| 2026-01-01 | 1258.948627342140 |
| 2026-02-01 | 1252.502117866780 |
| 2026-03-01 | 1255.962836750730 |
| 2026-04-01 | 1255.748116315840 |