Table Data - All Employees: Professional and Business Services in Riverside-San Bernardino-Ontario, CA (MSA)
| Title | All Employees: Professional and Business Services in Riverside-San Bernardino-Ontario, CA (MSA) |
|---|---|
| Series ID | RIVE106PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2024-07-01 |
| Last Updated | 2024-08-17 6:13 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 | 57.410376498381100 |
| 1990-02-01 | 57.880607385525800 |
| 1990-03-01 | 58.180205868394296 |
| 1990-04-01 | 59.059345027408895 |
| 1990-05-01 | 59.687276866603000 |
| 1990-06-01 | 59.902355402991300 |
| 1990-07-01 | 60.025119390936496 |
| 1990-08-01 | 59.849746541039494 |
| 1990-09-01 | 59.948145682644500 |
| 1990-10-01 | 60.997221842067900 |
| 1990-11-01 | 61.469876838417210 |
| 1990-12-01 | 61.621984360282710 |
| 1991-01-01 | 63.057326878129700 |
| 1991-02-01 | 62.621985078592610 |
| 1991-03-01 | 62.256649141716790 |
| 1991-04-01 | 62.718012823878300 |
| 1991-05-01 | 61.893162456603500 |
| 1991-06-01 | 62.000526840249210 |
| 1991-07-01 | 62.313258753943500 |
| 1991-08-01 | 62.095233129965400 |
| 1991-09-01 | 61.999110205549606 |
| 1991-10-01 | 63.006875571095705 |
| 1991-11-01 | 62.285950586873600 |
| 1991-12-01 | 61.953326206703610 |
| 1992-01-01 | 65.412645440076400 |
| 1992-02-01 | 65.215424410978700 |
| 1992-03-01 | 65.727272263996100 |
| 1992-04-01 | 65.747780750399400 |
| 1992-05-01 | 65.615557991058710 |
| 1992-06-01 | 65.574668156576210 |
| 1992-07-01 | 65.506119284443000 |
| 1992-08-01 | 65.683428787241300 |
| 1992-09-01 | 65.903157152755700 |
| 1992-10-01 | 65.918807559732200 |
| 1992-11-01 | 65.890448959660800 |
| 1992-12-01 | 65.995386829335700 |
| 1993-01-01 | 66.803006672135810 |
| 1993-02-01 | 67.290108869241200 |
| 1993-03-01 | 67.325161976379300 |
| 1993-04-01 | 67.012302802106600 |
| 1993-05-01 | 67.516097775305700 |
| 1993-06-01 | 67.408879573452500 |
| 1993-07-01 | 67.140835113706500 |
| 1993-08-01 | 67.686932556925800 |
| 1993-09-01 | 68.474067902879100 |
| 1993-10-01 | 66.731466002230100 |
| 1993-11-01 | 66.323737180005210 |
| 1993-12-01 | 65.971239194918200 |
| 1994-01-01 | 64.467506523701800 |
| 1994-02-01 | 64.937240328593290 |
| 1994-03-01 | 65.202714407275500 |
| 1994-04-01 | 66.267886764557000 |
| 1994-05-01 | 65.576783250871000 |
| 1994-06-01 | 65.818704983024400 |
| 1994-07-01 | 66.448397221429400 |
| 1994-08-01 | 66.200538471704200 |
| 1994-09-01 | 66.298488422645200 |
| 1994-10-01 | 66.010871127590600 |
| 1994-11-01 | 66.631320307452100 |
| 1994-12-01 | 67.747567095681700 |
| 1995-01-01 | 68.328379114293300 |
| 1995-02-01 | 68.700068561464790 |
| 1995-03-01 | 69.021756908086000 |
| 1995-04-01 | 68.700590563470200 |
| 1995-05-01 | 68.970704049362800 |
| 1995-06-01 | 69.038341638165600 |
| 1995-07-01 | 68.225763692210590 |
| 1995-08-01 | 67.750338775111200 |
| 1995-09-01 | 68.613939909219100 |
| 1995-10-01 | 68.944646160078400 |
| 1995-11-01 | 69.314265818310100 |
| 1995-12-01 | 69.282179101977200 |
| 1996-01-01 | 68.567788433536100 |
| 1996-02-01 | 68.147598032018700 |
| 1996-03-01 | 69.293755211497710 |
| 1996-04-01 | 67.850251431182100 |
| 1996-05-01 | 67.749040349986200 |
| 1996-06-01 | 67.150245403986500 |
| 1996-07-01 | 68.718945767178200 |
| 1996-08-01 | 68.681824163845500 |
| 1996-09-01 | 69.473502337060100 |
| 1996-10-01 | 69.472679142490900 |
| 1996-11-01 | 69.879177040491000 |
| 1996-12-01 | 70.251328519474500 |
| 1997-01-01 | 71.075176887081300 |
| 1997-02-01 | 71.328240341209900 |
| 1997-03-01 | 72.069066799999590 |
| 1997-04-01 | 73.309921652424400 |
| 1997-05-01 | 73.774892825830210 |
| 1997-06-01 | 74.174445840613200 |
| 1997-07-01 | 75.702531575947590 |
| 1997-08-01 | 75.377427674709100 |
| 1997-09-01 | 75.425994799718510 |
| 1997-10-01 | 76.006579476178090 |
| 1997-11-01 | 75.917972244147590 |
| 1997-12-01 | 76.239837203781590 |
| 1998-01-01 | 77.112628361963500 |
| 1998-02-01 | 78.637577384387300 |
| 1998-03-01 | 79.171533107427210 |
| 1998-04-01 | 79.967618742067500 |
| 1998-05-01 | 81.407125769544200 |
| 1998-06-01 | 82.166440318140910 |
| 1998-07-01 | 82.088297241023300 |
| 1998-08-01 | 82.895273408346000 |
| 1998-09-01 | 83.421927909543200 |
| 1998-10-01 | 85.155525732440800 |
| 1998-11-01 | 85.965525180357590 |
| 1998-12-01 | 86.550584114528100 |
| 1999-01-01 | 86.510976747764300 |
| 1999-02-01 | 87.164229282794920 |
| 1999-03-01 | 88.081197677187400 |
| 1999-04-01 | 87.153687626609400 |
| 1999-05-01 | 86.862986635305720 |
| 1999-06-01 | 87.612569777584000 |
| 1999-07-01 | 88.908266106033600 |
| 1999-08-01 | 90.015925243508300 |
| 1999-09-01 | 90.517106989018100 |
| 1999-10-01 | 90.988117364079800 |
| 1999-11-01 | 91.712392725906600 |
| 1999-12-01 | 93.424942584326000 |
| 2000-01-01 | 93.709155786710000 |
| 2000-02-01 | 94.208994932300000 |
| 2000-03-01 | 95.230001433627300 |
| 2000-04-01 | 96.276700641860700 |
| 2000-05-01 | 96.548112173345590 |
| 2000-06-01 | 97.869562409154910 |
| 2000-07-01 | 95.162638745395600 |
| 2000-08-01 | 96.331460141725200 |
| 2000-09-01 | 97.425737157802300 |
| 2000-10-01 | 97.010825682059500 |
| 2000-11-01 | 97.868268403497410 |
| 2000-12-01 | 97.523190552898000 |
| 2001-01-01 | 98.226276172917600 |
| 2001-02-01 | 98.569310042489920 |
| 2001-03-01 | 99.085572545150580 |
| 2001-04-01 | 99.891705217105700 |
| 2001-05-01 | 100.551201621089990 |
| 2001-06-01 | 102.175264625407010 |
| 2001-07-01 | 102.563036781443000 |
| 2001-08-01 | 102.442304314334000 |
| 2001-09-01 | 103.119516790483000 |
| 2001-10-01 | 101.703600840312000 |
| 2001-11-01 | 101.085559035635000 |
| 2001-12-01 | 100.969165861152000 |
| 2002-01-01 | 102.206351484450000 |
| 2002-02-01 | 103.004289753284000 |
| 2002-03-01 | 102.846912983787990 |
| 2002-04-01 | 102.923758584366000 |
| 2002-05-01 | 104.192209119501000 |
| 2002-06-01 | 104.464399572763000 |
| 2002-07-01 | 104.560731015133000 |
| 2002-08-01 | 106.154192019171000 |
| 2002-09-01 | 106.568609970361010 |
| 2002-10-01 | 107.089924752206000 |
| 2002-11-01 | 109.334098502024000 |
| 2002-12-01 | 109.617000953952000 |
| 2003-01-01 | 109.874228912313000 |
| 2003-02-01 | 109.218397988134000 |
| 2003-03-01 | 109.960861269463010 |
| 2003-04-01 | 110.211829664493010 |
| 2003-05-01 | 111.236398367686010 |
| 2003-06-01 | 111.782485290881000 |
| 2003-07-01 | 114.909012616697990 |
| 2003-08-01 | 114.837955351737010 |
| 2003-09-01 | 116.640771293928000 |
| 2003-10-01 | 118.000100616007000 |
| 2003-11-01 | 118.687085975755010 |
| 2003-12-01 | 119.532265637593000 |
| 2004-01-01 | 120.182792890595000 |
| 2004-02-01 | 120.602207880887000 |
| 2004-03-01 | 122.106056345963990 |
| 2004-04-01 | 123.687928446511000 |
| 2004-05-01 | 124.296667701093000 |
| 2004-06-01 | 124.937390804424000 |
| 2004-07-01 | 124.438347929081000 |
| 2004-08-01 | 124.710113303020990 |
| 2004-09-01 | 124.174556999685990 |
| 2004-10-01 | 125.153606623588000 |
| 2004-11-01 | 125.266271394969010 |
| 2004-12-01 | 125.442743555648990 |
| 2005-01-01 | 126.188492613293000 |
| 2005-02-01 | 127.888791957817000 |
| 2005-03-01 | 128.983345949351020 |
| 2005-04-01 | 131.379553134583000 |
| 2005-05-01 | 130.100772633716000 |
| 2005-06-01 | 130.847061356373020 |
| 2005-07-01 | 131.716922213282000 |
| 2005-08-01 | 132.479508529347000 |
| 2005-09-01 | 133.289279954340000 |
| 2005-10-01 | 134.073240334959000 |
| 2005-11-01 | 134.790360015788000 |
| 2005-12-01 | 134.672982645469000 |
| 2006-01-01 | 138.852738139078000 |
| 2006-02-01 | 138.643283104841000 |
| 2006-03-01 | 138.605524439574000 |
| 2006-04-01 | 139.471731821524000 |
| 2006-05-01 | 139.113952512212020 |
| 2006-06-01 | 139.753185942342000 |
| 2006-07-01 | 140.614763608981000 |
| 2006-08-01 | 140.326866139805000 |
| 2006-09-01 | 141.494354133589000 |
| 2006-10-01 | 141.434816998154000 |
| 2006-11-01 | 142.075968411299000 |
| 2006-12-01 | 141.522637068305000 |
| 2007-01-01 | 142.694442188321000 |
| 2007-02-01 | 143.189609863573000 |
| 2007-03-01 | 143.981173336399000 |
| 2007-04-01 | 142.231715768421000 |
| 2007-05-01 | 144.111206418598020 |
| 2007-06-01 | 143.307869010154000 |
| 2007-07-01 | 143.885591964001000 |
| 2007-08-01 | 143.481058060557000 |
| 2007-09-01 | 143.157964443907000 |
| 2007-10-01 | 142.691325505910000 |
| 2007-11-01 | 141.641889252569000 |
| 2007-12-01 | 141.479048879066000 |
| 2008-01-01 | 139.669151763540980 |
| 2008-02-01 | 139.207310884678000 |
| 2008-03-01 | 137.329821065478000 |
| 2008-04-01 | 135.631534924086000 |
| 2008-05-01 | 134.660684783362000 |
| 2008-06-01 | 136.589054715534000 |
| 2008-07-01 | 135.961645051187000 |
| 2008-08-01 | 135.308165535924000 |
| 2008-09-01 | 134.646018975334000 |
| 2008-10-01 | 133.491730550492000 |
| 2008-11-01 | 132.613889410266000 |
| 2008-12-01 | 131.721855504555000 |
| 2009-01-01 | 130.417605265013000 |
| 2009-02-01 | 127.743121151923000 |
| 2009-03-01 | 127.074170645569990 |
| 2009-04-01 | 125.142821757070010 |
| 2009-05-01 | 123.447748163827000 |
| 2009-06-01 | 122.320713562387010 |
| 2009-07-01 | 120.371071866403010 |
| 2009-08-01 | 119.188036648377000 |
| 2009-09-01 | 118.581509145112000 |
| 2009-10-01 | 118.620270249168000 |
| 2009-11-01 | 118.635868922794980 |
| 2009-12-01 | 117.788894201483000 |
| 2010-01-01 | 117.673121957583000 |
| 2010-02-01 | 117.611364631992000 |
| 2010-03-01 | 118.267382482115990 |
| 2010-04-01 | 118.897969245608990 |
| 2010-05-01 | 120.063741762188000 |
| 2010-06-01 | 120.727253371236000 |
| 2010-07-01 | 121.131480516100010 |
| 2010-08-01 | 121.584273241592000 |
| 2010-09-01 | 121.514992969942000 |
| 2010-10-01 | 122.310848597145990 |
| 2010-11-01 | 122.952675579828000 |
| 2010-12-01 | 124.560225428710000 |
| 2011-01-01 | 121.869996619471000 |
| 2011-02-01 | 122.915945151354010 |
| 2011-03-01 | 123.352209594083000 |
| 2011-04-01 | 122.391434973332010 |
| 2011-05-01 | 122.260006561229000 |
| 2011-06-01 | 121.162853063731000 |
| 2011-07-01 | 122.170577014909000 |
| 2011-08-01 | 123.804847323039000 |
| 2011-09-01 | 124.431021164258000 |
| 2011-10-01 | 122.698558216233990 |
| 2011-11-01 | 122.890749827652000 |
| 2011-12-01 | 122.953265285457010 |
| 2012-01-01 | 123.544284657064000 |
| 2012-02-01 | 124.176348333876990 |
| 2012-03-01 | 123.694401262415010 |
| 2012-04-01 | 124.876420612808990 |
| 2012-05-01 | 124.891389461474990 |
| 2012-06-01 | 126.015067096963010 |
| 2012-07-01 | 125.062523223731000 |
| 2012-08-01 | 124.180845990053000 |
| 2012-09-01 | 123.479418105743010 |
| 2012-10-01 | 124.115659989545010 |
| 2012-11-01 | 123.326424474333000 |
| 2012-12-01 | 121.915238903695000 |
| 2013-01-01 | 125.327944316863990 |
| 2013-02-01 | 127.134706315777000 |
| 2013-03-01 | 127.090287027458000 |
| 2013-04-01 | 128.443068709186000 |
| 2013-05-01 | 128.720617279286980 |
| 2013-06-01 | 129.131450241791000 |
| 2013-07-01 | 129.854441602546020 |
| 2013-08-01 | 131.308480667596000 |
| 2013-09-01 | 131.339026884524000 |
| 2013-10-01 | 129.701993643391000 |
| 2013-11-01 | 129.863292731425000 |
| 2013-12-01 | 129.480778707728000 |
| 2014-01-01 | 129.247194435503020 |
| 2014-02-01 | 130.429688148416000 |
| 2014-03-01 | 132.265744835001000 |
| 2014-04-01 | 133.340620161954000 |
| 2014-05-01 | 132.979624426065020 |
| 2014-06-01 | 133.329477847529000 |
| 2014-07-01 | 134.292708965316000 |
| 2014-08-01 | 134.949178923497020 |
| 2014-09-01 | 135.745953371026990 |
| 2014-10-01 | 137.940779497640000 |
| 2014-11-01 | 145.430036534796020 |
| 2014-12-01 | 147.935072030042000 |
| 2015-01-01 | 143.775522872744000 |
| 2015-02-01 | 140.228863587665020 |
| 2015-03-01 | 140.359454003546000 |
| 2015-04-01 | 141.642257533128000 |
| 2015-05-01 | 142.409864268866980 |
| 2015-06-01 | 142.868110088418000 |
| 2015-07-01 | 142.590898909616000 |
| 2015-08-01 | 141.694808396969000 |
| 2015-09-01 | 140.223914351516000 |
| 2015-10-01 | 145.576451199677000 |
| 2015-11-01 | 153.756589022541020 |
| 2015-12-01 | 158.727018490795980 |
| 2016-01-01 | 147.755484129529000 |
| 2016-02-01 | 143.488105069837000 |
| 2016-03-01 | 140.970961728441000 |
| 2016-04-01 | 141.271008468652000 |
| 2016-05-01 | 141.277450716455000 |
| 2016-06-01 | 141.235896037257000 |
| 2016-07-01 | 141.912910161964000 |
| 2016-08-01 | 141.796492539354000 |
| 2016-09-01 | 142.761585877024000 |
| 2016-10-01 | 141.136037637388000 |
| 2016-11-01 | 140.173837284343000 |
| 2016-12-01 | 141.886072256637000 |
| 2017-01-01 | 144.038412113757000 |
| 2017-02-01 | 143.670048709775020 |
| 2017-03-01 | 146.137300225133000 |
| 2017-04-01 | 142.558731930248000 |
| 2017-05-01 | 143.406239873861000 |
| 2017-06-01 | 144.249396381101000 |
| 2017-07-01 | 143.331876049686000 |
| 2017-08-01 | 144.036766187046000 |
| 2017-09-01 | 144.451684838199010 |
| 2017-10-01 | 144.010958218084000 |
| 2017-11-01 | 145.539754704499000 |
| 2017-12-01 | 145.897901540836000 |
| 2018-01-01 | 146.398042588071000 |
| 2018-02-01 | 147.438855730750020 |
| 2018-03-01 | 148.782732176605000 |
| 2018-04-01 | 148.879849264698000 |
| 2018-05-01 | 148.586177118334000 |
| 2018-06-01 | 148.905330368815980 |
| 2018-07-01 | 149.079601624613990 |
| 2018-08-01 | 149.830704337157980 |
| 2018-09-01 | 149.970663262787980 |
| 2018-10-01 | 149.279436506466000 |
| 2018-11-01 | 149.390736047495000 |
| 2018-12-01 | 149.809863221370000 |
| 2019-01-01 | 149.318707131417000 |
| 2019-02-01 | 149.384281238013980 |
| 2019-03-01 | 151.897062125957000 |
| 2019-04-01 | 153.923278719891000 |
| 2019-05-01 | 154.326930261144000 |
| 2019-06-01 | 155.261214627600000 |
| 2019-07-01 | 155.433611468321000 |
| 2019-08-01 | 156.870610838500000 |
| 2019-09-01 | 156.321132152303020 |
| 2019-10-01 | 158.740068302122000 |
| 2019-11-01 | 160.309928797803000 |
| 2019-12-01 | 160.995806223098000 |
| 2020-01-01 | 160.485681763188000 |
| 2020-02-01 | 161.420473015883000 |
| 2020-03-01 | 159.245275448859990 |
| 2020-04-01 | 135.857162153241000 |
| 2020-05-01 | 141.797568442490980 |
| 2020-06-01 | 146.619898234084000 |
| 2020-07-01 | 148.062856621007000 |
| 2020-08-01 | 149.953356344703000 |
| 2020-09-01 | 151.883081980358000 |
| 2020-10-01 | 155.218855093358000 |
| 2020-11-01 | 156.297610041331000 |
| 2020-12-01 | 157.771971975503000 |
| 2021-01-01 | 160.868238809541000 |
| 2021-02-01 | 162.248391842681000 |
| 2021-03-01 | 162.566296765371000 |
| 2021-04-01 | 165.339570849525000 |
| 2021-05-01 | 166.519186129019000 |
| 2021-06-01 | 165.660325619577000 |
| 2021-07-01 | 167.575733814151000 |
| 2021-08-01 | 166.900822047738000 |
| 2021-09-01 | 165.460390389369000 |
| 2021-10-01 | 170.536983995715020 |
| 2021-11-01 | 172.014645953662980 |
| 2021-12-01 | 173.159508664030000 |
| 2022-01-01 | 174.193783372886000 |
| 2022-02-01 | 175.671274571495020 |
| 2022-03-01 | 175.776147741570000 |
| 2022-04-01 | 176.851283255055000 |
| 2022-05-01 | 175.808948068642000 |
| 2022-06-01 | 175.663590569807000 |
| 2022-07-01 | 175.462770517251020 |
| 2022-08-01 | 174.697378457280000 |
| 2022-09-01 | 174.138117646976000 |
| 2022-10-01 | 170.652321447193000 |
| 2022-11-01 | 169.837292787877000 |
| 2022-12-01 | 168.310004078492000 |
| 2023-01-01 | 166.732202048984000 |
| 2023-02-01 | 166.753539380403000 |
| 2023-03-01 | 166.573492788653000 |
| 2023-04-01 | 164.746243125697000 |
| 2023-05-01 | 164.800099396937010 |
| 2023-06-01 | 164.508604601371990 |
| 2023-07-01 | 162.968403846707000 |
| 2023-08-01 | 163.809196138020000 |
| 2023-09-01 | 163.752641331109000 |
| 2023-10-01 | 163.686361804030980 |
| 2023-11-01 | 163.812751774057000 |
| 2023-12-01 | 166.102307984629000 |
| 2024-01-01 | 165.428624186560000 |
| 2024-02-01 | 164.206490025038000 |
| 2024-03-01 | 165.213069710962000 |
| 2024-04-01 | 163.746711306954000 |
| 2024-05-01 | 164.603464018258000 |
| 2024-06-01 | 164.896202735798000 |
| 2024-07-01 | 165.271396632747000 |
