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 2025-11-01 |
| Last Updated | 2026-01-08 12:22 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 | 415.137603070848 |
| 1990-02-01 | 418.178744892058 |
| 1990-03-01 | 420.076496761682 |
| 1990-04-01 | 422.947741717116 |
| 1990-05-01 | 425.609660007684 |
| 1990-06-01 | 428.495317533814 |
| 1990-07-01 | 431.764951992092 |
| 1990-08-01 | 433.579438644958 |
| 1990-09-01 | 433.315539517660 |
| 1990-10-01 | 440.374117891435 |
| 1990-11-01 | 443.664293939491 |
| 1990-12-01 | 445.707024337354 |
| 1991-01-01 | 447.544542362351 |
| 1991-02-01 | 448.122338972389 |
| 1991-03-01 | 447.915738936863 |
| 1991-04-01 | 446.822453505961 |
| 1991-05-01 | 446.201813605484 |
| 1991-06-01 | 445.842640467962 |
| 1991-07-01 | 445.447352680216 |
| 1991-08-01 | 445.826928313746 |
| 1991-09-01 | 445.104346505626 |
| 1991-10-01 | 444.233807519436 |
| 1991-11-01 | 442.872661709051 |
| 1991-12-01 | 441.650006689067 |
| 1992-01-01 | 455.892985823537 |
| 1992-02-01 | 454.532848816741 |
| 1992-03-01 | 456.009607575586 |
| 1992-04-01 | 458.203189066616 |
| 1992-05-01 | 458.613970894776 |
| 1992-06-01 | 459.384004508702 |
| 1992-07-01 | 459.401042533628 |
| 1992-08-01 | 459.186422610438 |
| 1992-09-01 | 458.132773812595 |
| 1992-10-01 | 461.918224097499 |
| 1992-11-01 | 464.778443130837 |
| 1992-12-01 | 462.427171780504 |
| 1993-01-01 | 465.836651138489 |
| 1993-02-01 | 467.283795265969 |
| 1993-03-01 | 468.497974220231 |
| 1993-04-01 | 469.160581931161 |
| 1993-05-01 | 469.722595587152 |
| 1993-06-01 | 469.817557082023 |
| 1993-07-01 | 469.846231818999 |
| 1993-08-01 | 470.498688254996 |
| 1993-09-01 | 470.120666050557 |
| 1993-10-01 | 469.331476150083 |
| 1993-11-01 | 469.199029165046 |
| 1993-12-01 | 469.489546806711 |
| 1994-01-01 | 468.572579008252 |
| 1994-02-01 | 469.205020274390 |
| 1994-03-01 | 468.907636896860 |
| 1994-04-01 | 467.163686202446 |
| 1994-05-01 | 469.007898626064 |
| 1994-06-01 | 470.475017738384 |
| 1994-07-01 | 473.576320397175 |
| 1994-08-01 | 475.626975041267 |
| 1994-09-01 | 477.340405279963 |
| 1994-10-01 | 478.226609160872 |
| 1994-11-01 | 480.500268064641 |
| 1994-12-01 | 484.524958734634 |
| 1995-01-01 | 483.030024146356 |
| 1995-02-01 | 484.432641503328 |
| 1995-03-01 | 486.416599189480 |
| 1995-04-01 | 487.986735271028 |
| 1995-05-01 | 489.937318952927 |
| 1995-06-01 | 490.610649261411 |
| 1995-07-01 | 491.282327265788 |
| 1995-08-01 | 492.189815646939 |
| 1995-09-01 | 494.548104942827 |
| 1995-10-01 | 492.418442634870 |
| 1995-11-01 | 494.552847952218 |
| 1995-12-01 | 495.723937222363 |
| 1996-01-01 | 497.507821785747 |
| 1996-02-01 | 499.573502184258 |
| 1996-03-01 | 498.817955601531 |
| 1996-04-01 | 498.419263503749 |
| 1996-05-01 | 498.158643451623 |
| 1996-06-01 | 499.055875086371 |
| 1996-07-01 | 498.868696510243 |
| 1996-08-01 | 500.457353105415 |
| 1996-09-01 | 501.353352165519 |
| 1996-10-01 | 503.576828665226 |
| 1996-11-01 | 506.320909872734 |
| 1996-12-01 | 508.561877976844 |
| 1997-01-01 | 510.769959130155 |
| 1997-02-01 | 513.792043218472 |
| 1997-03-01 | 516.670488031408 |
| 1997-04-01 | 520.133838747937 |
| 1997-05-01 | 521.665996968402 |
| 1997-06-01 | 523.132480389378 |
| 1997-07-01 | 524.255560712370 |
| 1997-08-01 | 520.955828765487 |
| 1997-09-01 | 524.556843473833 |
| 1997-10-01 | 526.309076290101 |
| 1997-11-01 | 528.002658214267 |
| 1997-12-01 | 530.764836590425 |
| 1998-01-01 | 532.980994838173 |
| 1998-02-01 | 535.528198217201 |
| 1998-03-01 | 536.479221286023 |
| 1998-04-01 | 537.218022799353 |
| 1998-05-01 | 540.029341510119 |
| 1998-06-01 | 541.915862816656 |
| 1998-07-01 | 545.928617309036 |
| 1998-08-01 | 547.907482415020 |
| 1998-09-01 | 551.127051981571 |
| 1998-10-01 | 553.522150632022 |
| 1998-11-01 | 557.793780914079 |
| 1998-12-01 | 559.835456485247 |
| 1999-01-01 | 555.810843958968 |
| 1999-02-01 | 559.348551138389 |
| 1999-03-01 | 561.358353746678 |
| 1999-04-01 | 565.018768758686 |
| 1999-05-01 | 567.011976014348 |
| 1999-06-01 | 569.299083593535 |
| 1999-07-01 | 580.210146655164 |
| 1999-08-01 | 582.907678414752 |
| 1999-09-01 | 585.842507627285 |
| 1999-10-01 | 589.300912867929 |
| 1999-11-01 | 591.546691473219 |
| 1999-12-01 | 596.044810504528 |
| 2000-01-01 | 592.911905194825 |
| 2000-02-01 | 594.600877537210 |
| 2000-03-01 | 596.167957870208 |
| 2000-04-01 | 597.010901783687 |
| 2000-05-01 | 599.643140769274 |
| 2000-06-01 | 601.767178434875 |
| 2000-07-01 | 601.795162101615 |
| 2000-08-01 | 604.049371294969 |
| 2000-09-01 | 608.317432771648 |
| 2000-10-01 | 606.071294917471 |
| 2000-11-01 | 609.249459831242 |
| 2000-12-01 | 611.729221271804 |
| 2001-01-01 | 617.881495099495 |
| 2001-02-01 | 619.699490615586 |
| 2001-03-01 | 622.831806440765 |
| 2001-04-01 | 625.059293427946 |
| 2001-05-01 | 626.645134172719 |
| 2001-06-01 | 628.890007089959 |
| 2001-07-01 | 633.719294978621 |
| 2001-08-01 | 634.265061670250 |
| 2001-09-01 | 634.283207369295 |
| 2001-10-01 | 635.080598887582 |
| 2001-11-01 | 635.554720163726 |
| 2001-12-01 | 636.523128442434 |
| 2002-01-01 | 639.336895883485 |
| 2002-02-01 | 641.905460050849 |
| 2002-03-01 | 643.778716952888 |
| 2002-04-01 | 647.000073119838 |
| 2002-05-01 | 652.955748920644 |
| 2002-06-01 | 653.740242214355 |
| 2002-07-01 | 653.403423130521 |
| 2002-08-01 | 657.134399895547 |
| 2002-09-01 | 660.208464441457 |
| 2002-10-01 | 658.846939013024 |
| 2002-11-01 | 664.034392142800 |
| 2002-12-01 | 667.765808289306 |
| 2003-01-01 | 666.574376105970 |
| 2003-02-01 | 669.696105872792 |
| 2003-03-01 | 671.635365494347 |
| 2003-04-01 | 673.920923085402 |
| 2003-05-01 | 676.891388509326 |
| 2003-06-01 | 680.680777191573 |
| 2003-07-01 | 685.239555047439 |
| 2003-08-01 | 687.216997452754 |
| 2003-09-01 | 690.520538813808 |
| 2003-10-01 | 698.386663206564 |
| 2003-11-01 | 698.851347531555 |
| 2003-12-01 | 702.030297296078 |
| 2004-01-01 | 707.360696395937 |
| 2004-02-01 | 710.436352571025 |
| 2004-03-01 | 715.504483405917 |
| 2004-04-01 | 721.133879231650 |
| 2004-05-01 | 725.190492398535 |
| 2004-06-01 | 727.441446860672 |
| 2004-07-01 | 730.681029012262 |
| 2004-08-01 | 734.443448866715 |
| 2004-09-01 | 735.882682883616 |
| 2004-10-01 | 745.570466484285 |
| 2004-11-01 | 749.575242983630 |
| 2004-12-01 | 752.257279348181 |
| 2005-01-01 | 753.872982534145 |
| 2005-02-01 | 757.722252228911 |
| 2005-03-01 | 761.307767158037 |
| 2005-04-01 | 767.791329795902 |
| 2005-05-01 | 767.934613454398 |
| 2005-06-01 | 770.933914744373 |
| 2005-07-01 | 773.377282236720 |
| 2005-08-01 | 776.758183212259 |
| 2005-09-01 | 781.216576112231 |
| 2005-10-01 | 783.127815251674 |
| 2005-11-01 | 785.980965765255 |
| 2005-12-01 | 790.739948323362 |
| 2006-01-01 | 795.729836010746 |
| 2006-02-01 | 799.231093567827 |
| 2006-03-01 | 802.800144369810 |
| 2006-04-01 | 804.526687859199 |
| 2006-05-01 | 806.444137298080 |
| 2006-06-01 | 809.433575527479 |
| 2006-07-01 | 813.359716408231 |
| 2006-08-01 | 815.471506033831 |
| 2006-09-01 | 816.349483064024 |
| 2006-10-01 | 817.794795059531 |
| 2006-11-01 | 820.440542095503 |
| 2006-12-01 | 821.006953793573 |
| 2007-01-01 | 824.439241074111 |
| 2007-02-01 | 826.853859006545 |
| 2007-03-01 | 828.349002805987 |
| 2007-04-01 | 825.915083126023 |
| 2007-05-01 | 831.573906738178 |
| 2007-06-01 | 830.952069871236 |
| 2007-07-01 | 835.181242314747 |
| 2007-08-01 | 835.303594684368 |
| 2007-09-01 | 834.587316027042 |
| 2007-10-01 | 834.286485757871 |
| 2007-11-01 | 834.718751895714 |
| 2007-12-01 | 835.261970774873 |
| 2008-01-01 | 830.778219596667 |
| 2008-02-01 | 829.561042909889 |
| 2008-03-01 | 826.235410045914 |
| 2008-04-01 | 824.303058559420 |
| 2008-05-01 | 822.100686842261 |
| 2008-06-01 | 820.820943657589 |
| 2008-07-01 | 817.386825559593 |
| 2008-08-01 | 815.379187243272 |
| 2008-09-01 | 812.905781319602 |
| 2008-10-01 | 808.612509482828 |
| 2008-11-01 | 802.611506779317 |
| 2008-12-01 | 798.263993880347 |
| 2009-01-01 | 795.543841357382 |
| 2009-02-01 | 790.443579172610 |
| 2009-03-01 | 786.699775800166 |
| 2009-04-01 | 779.444910955190 |
| 2009-05-01 | 777.582449522850 |
| 2009-06-01 | 774.668169211684 |
| 2009-07-01 | 770.830914617952 |
| 2009-08-01 | 767.685943811518 |
| 2009-09-01 | 765.882819498028 |
| 2009-10-01 | 766.726955251941 |
| 2009-11-01 | 764.467379452138 |
| 2009-12-01 | 764.322405394423 |
| 2010-01-01 | 762.785070594448 |
| 2010-02-01 | 763.632179689713 |
| 2010-03-01 | 765.178910027118 |
| 2010-04-01 | 767.170357329794 |
| 2010-05-01 | 769.276280678097 |
| 2010-06-01 | 770.282287533604 |
| 2010-07-01 | 770.710201073541 |
| 2010-08-01 | 771.750912588635 |
| 2010-09-01 | 772.135297316235 |
| 2010-10-01 | 774.312655290165 |
| 2010-11-01 | 776.327896947518 |
| 2010-12-01 | 780.185231503948 |
| 2011-01-01 | 774.447587299040 |
| 2011-02-01 | 777.544406306170 |
| 2011-03-01 | 778.097143698270 |
| 2011-04-01 | 777.529840498883 |
| 2011-05-01 | 778.225227211861 |
| 2011-06-01 | 776.751351658364 |
| 2011-07-01 | 781.849067651404 |
| 2011-08-01 | 784.289001730509 |
| 2011-09-01 | 786.810115635799 |
| 2011-10-01 | 786.284342316750 |
| 2011-11-01 | 788.300925347867 |
| 2011-12-01 | 789.770494834618 |
| 2012-01-01 | 794.270381000526 |
| 2012-02-01 | 796.151890910612 |
| 2012-03-01 | 798.631021759252 |
| 2012-04-01 | 804.091123702333 |
| 2012-05-01 | 807.141195511238 |
| 2012-06-01 | 810.786735317907 |
| 2012-07-01 | 813.881851749734 |
| 2012-08-01 | 814.912796771935 |
| 2012-09-01 | 817.049199493696 |
| 2012-10-01 | 819.859003064268 |
| 2012-11-01 | 822.119668211415 |
| 2012-12-01 | 820.327527901679 |
| 2013-01-01 | 830.393154860053 |
| 2013-02-01 | 835.277226689427 |
| 2013-03-01 | 838.931849024145 |
| 2013-04-01 | 841.488651135276 |
| 2013-05-01 | 845.527806996021 |
| 2013-06-01 | 849.272602072520 |
| 2013-07-01 | 850.493352511918 |
| 2013-08-01 | 855.627617922990 |
| 2013-09-01 | 858.062486737047 |
| 2013-10-01 | 860.952238537763 |
| 2013-11-01 | 863.706501862448 |
| 2013-12-01 | 866.575336831860 |
| 2014-01-01 | 866.947333431167 |
| 2014-02-01 | 872.780372827813 |
| 2014-03-01 | 876.530954307418 |
| 2014-04-01 | 880.704187576696 |
| 2014-05-01 | 883.929269044675 |
| 2014-06-01 | 887.266511984448 |
| 2014-07-01 | 890.320430452388 |
| 2014-08-01 | 895.756642611487 |
| 2014-09-01 | 900.334201387005 |
| 2014-10-01 | 904.436215664722 |
| 2014-11-01 | 912.649697916117 |
| 2014-12-01 | 918.685155425790 |
| 2015-01-01 | 918.053435532109 |
| 2015-02-01 | 919.448193984072 |
| 2015-03-01 | 922.055948167014 |
| 2015-04-01 | 925.805147158884 |
| 2015-05-01 | 930.400509229654 |
| 2015-06-01 | 934.226463476007 |
| 2015-07-01 | 940.985952394656 |
| 2015-08-01 | 942.897206369170 |
| 2015-09-01 | 943.668625903771 |
| 2015-10-01 | 951.465198759422 |
| 2015-11-01 | 957.194923739274 |
| 2015-12-01 | 967.037392946653 |
| 2016-01-01 | 957.040635674897 |
| 2016-02-01 | 958.335054816879 |
| 2016-03-01 | 956.920852346110 |
| 2016-04-01 | 963.875919461242 |
| 2016-05-01 | 965.092350596993 |
| 2016-06-01 | 963.995184762048 |
| 2016-07-01 | 970.213136423774 |
| 2016-08-01 | 972.213677383380 |
| 2016-09-01 | 975.162820945320 |
| 2016-10-01 | 978.817019513376 |
| 2016-11-01 | 978.556218773594 |
| 2016-12-01 | 981.880346868578 |
| 2017-01-01 | 987.556752681880 |
| 2017-02-01 | 990.124394225109 |
| 2017-03-01 | 995.921614016603 |
| 2017-04-01 | 995.946407051539 |
| 2017-05-01 | 1001.108680215810 |
| 2017-06-01 | 1003.921764282520 |
| 2017-07-01 | 1005.513517387640 |
| 2017-08-01 | 1010.562967793070 |
| 2017-09-01 | 1013.157890592760 |
| 2017-10-01 | 1016.425863154140 |
| 2017-11-01 | 1020.429382910560 |
| 2017-12-01 | 1021.988347399380 |
| 2018-01-01 | 1024.942842189280 |
| 2018-02-01 | 1030.431648789860 |
| 2018-03-01 | 1033.460393747470 |
| 2018-04-01 | 1036.600246680540 |
| 2018-05-01 | 1039.438338023440 |
| 2018-06-01 | 1042.226845535670 |
| 2018-07-01 | 1045.948747275480 |
| 2018-08-01 | 1047.521783338190 |
| 2018-09-01 | 1051.040822210360 |
| 2018-10-01 | 1051.182481022280 |
| 2018-11-01 | 1052.226530505300 |
| 2018-12-01 | 1055.060165137330 |
| 2019-01-01 | 1059.627984133200 |
| 2019-02-01 | 1062.769725105880 |
| 2019-03-01 | 1066.646237782420 |
| 2019-04-01 | 1072.967148931650 |
| 2019-05-01 | 1074.977310353220 |
| 2019-06-01 | 1080.469860960750 |
| 2019-07-01 | 1084.379565078290 |
| 2019-08-01 | 1087.417854965010 |
| 2019-09-01 | 1088.165140379140 |
| 2019-10-01 | 1093.496124060480 |
| 2019-11-01 | 1103.214366647380 |
| 2019-12-01 | 1105.361206114420 |
| 2020-01-01 | 1108.106605190490 |
| 2020-02-01 | 1113.903372366960 |
| 2020-03-01 | 1103.910130695000 |
| 2020-04-01 | 927.432188072910 |
| 2020-05-01 | 955.936195052739 |
| 2020-06-01 | 1018.837628642380 |
| 2020-07-01 | 1020.062643207950 |
| 2020-08-01 | 1026.256840281710 |
| 2020-09-01 | 1043.846080024350 |
| 2020-10-01 | 1073.329831050100 |
| 2020-11-01 | 1079.485925485400 |
| 2020-12-01 | 1073.384971564630 |
| 2021-01-01 | 1066.966160692730 |
| 2021-02-01 | 1092.170618869860 |
| 2021-03-01 | 1099.220845675930 |
| 2021-04-01 | 1110.170459256180 |
| 2021-05-01 | 1118.805302108750 |
| 2021-06-01 | 1122.712176596090 |
| 2021-07-01 | 1133.471964180150 |
| 2021-08-01 | 1135.497533984510 |
| 2021-09-01 | 1136.237017207980 |
| 2021-10-01 | 1158.964443199630 |
| 2021-11-01 | 1160.607728115730 |
| 2021-12-01 | 1168.916823391110 |
| 2022-01-01 | 1171.977073766820 |
| 2022-02-01 | 1196.183302418120 |
| 2022-03-01 | 1198.070010127960 |
| 2022-04-01 | 1194.565283118980 |
| 2022-05-01 | 1193.868002692420 |
| 2022-06-01 | 1195.659069670120 |
| 2022-07-01 | 1199.087371413510 |
| 2022-08-01 | 1197.427439427670 |
| 2022-09-01 | 1198.564527019060 |
| 2022-10-01 | 1194.768893139730 |
| 2022-11-01 | 1193.222413671360 |
| 2022-12-01 | 1194.413063758490 |
| 2023-01-01 | 1197.601433117930 |
| 2023-02-01 | 1199.666951206870 |
| 2023-03-01 | 1201.168920808030 |
| 2023-04-01 | 1203.260060621970 |
| 2023-05-01 | 1209.344174310300 |
| 2023-06-01 | 1207.908401513200 |
| 2023-07-01 | 1203.294635811460 |
| 2023-08-01 | 1205.164329836610 |
| 2023-09-01 | 1207.277330460830 |
| 2023-10-01 | 1210.087700609370 |
| 2023-11-01 | 1211.994502930650 |
| 2023-12-01 | 1207.909589795920 |
| 2024-01-01 | 1217.760458286900 |
| 2024-02-01 | 1214.449042535720 |
| 2024-03-01 | 1214.837556877070 |
| 2024-04-01 | 1218.049583713120 |
| 2024-05-01 | 1214.805287765900 |
| 2024-06-01 | 1213.265114003670 |
| 2024-07-01 | 1215.281010982200 |
| 2024-08-01 | 1217.154648264820 |
| 2024-09-01 | 1216.433790997440 |
| 2024-10-01 | 1216.967753742080 |
| 2024-11-01 | 1221.258706365520 |
| 2024-12-01 | 1226.223129136200 |
| 2025-01-01 | 1220.258281474660 |
| 2025-02-01 | 1219.367673439360 |
| 2025-03-01 | 1220.293615277320 |
| 2025-04-01 | 1222.392592589300 |
| 2025-05-01 | 1225.174079119170 |
| 2025-06-01 | 1228.094282834810 |
| 2025-07-01 | 1230.058219079840 |
| 2025-08-01 | 1229.934958576790 |
| 2025-09-01 | 1230.491244469360 |
| 2025-10-01 | 1231.907860350320 |
| 2025-11-01 | 1229.559128251890 |