Table Data - All Employees: Professional and Business Services: Employment Services in Riverside-San Bernardino-Ontario, CA (MSA)

Title All Employees: Professional and Business Services: Employment Services in Riverside-San Bernardino-Ontario, CA (MSA)
Series ID SMU06401406056130001SA
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 2025-12-01
Last Updated 2026-01-28 3:30 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 7.85875594140827
1990-02-01 7.96337372499312
1990-03-01 8.10346463580155
1990-04-01 8.04964299850734
1990-05-01 7.88835427544257
1990-06-01 8.09535774708261
1990-07-01 8.19358608027740
1990-08-01 7.97064731537990
1990-09-01 8.07138687417877
1990-10-01 8.11347002539148
1990-11-01 8.42676038658229
1990-12-01 8.84420262016623
1991-01-01 9.23267044133953
1991-02-01 8.79087729506169
1991-03-01 8.92793445734895
1991-04-01 9.58539940736814
1991-05-01 9.19759300853756
1991-06-01 9.09296498647594
1991-07-01 8.98361494699849
1991-08-01 9.12766996576169
1991-09-01 9.11308735042780
1991-10-01 9.46277712479399
1991-11-01 9.39322757508757
1991-12-01 9.34661356787548
1992-01-01 9.90094897274343
1992-02-01 9.83054359626838
1992-03-01 9.95070917174078
1992-04-01 10.32083041686710
1992-05-01 10.69053352314500
1992-06-01 10.57968844945280
1992-07-01 11.47247245243990
1992-08-01 12.01946293111180
1992-09-01 12.15552440732530
1992-10-01 12.44397082983980
1992-11-01 12.50307783064210
1992-12-01 12.79045853944450
1993-01-01 13.00037672445930
1993-02-01 13.46949031041910
1993-03-01 13.22474092371510
1993-04-01 13.31671080842370
1993-05-01 13.39689105985160
1993-06-01 13.35075366467220
1993-07-01 13.33042821637450
1993-08-01 13.78476376025480
1993-09-01 14.04458766011150
1993-10-01 13.92406269553080
1993-11-01 13.95003990324750
1993-12-01 13.85895335812790
1994-01-01 11.50466442005870
1994-02-01 11.81882042498400
1994-03-01 12.24399852004450
1994-04-01 13.15010935414880
1994-05-01 12.78114750857520
1994-06-01 13.03084101487890
1994-07-01 13.39725787709130
1994-08-01 13.23868409619450
1994-09-01 13.45219741039290
1994-10-01 13.48193776765270
1994-11-01 13.94114511144930
1994-12-01 14.50925427277060
1995-01-01 14.12913274921720
1995-02-01 13.69460479482800
1995-03-01 14.44609335832640
1995-04-01 14.30261890604480
1995-05-01 14.49592341774550
1995-06-01 14.70218367783740
1995-07-01 14.43369862553230
1995-08-01 14.04612496728260
1995-09-01 14.32588081576410
1995-10-01 14.40475525004140
1995-11-01 14.52619017264900
1995-12-01 14.61973020085120
1996-01-01 14.50350226850480
1996-02-01 14.43766803939810
1996-03-01 15.00943951305890
1996-04-01 14.32608946213960
1996-05-01 14.19526412420240
1996-06-01 14.28847296825930
1996-07-01 16.28541981060920
1996-08-01 16.28723729959170
1996-09-01 16.84444095049620
1996-10-01 17.23025896511800
1996-11-01 17.18593007211400
1996-12-01 18.22005283849010
1997-01-01 19.32123273362690
1997-02-01 19.25383969314610
1997-03-01 19.69980884237510
1997-04-01 20.11985050858810
1997-05-01 20.61526635971220
1997-06-01 21.03467236485640
1997-07-01 22.89266661004280
1997-08-01 22.55740852467340
1997-09-01 22.69735137014650
1997-10-01 22.97477376240200
1997-11-01 22.89195690866250
1997-12-01 22.87562993040570
1998-01-01 23.39025722426080
1998-02-01 24.39887621237600
1998-03-01 24.53987448699150
1998-04-01 25.43130512529370
1998-05-01 26.02046265622430
1998-06-01 26.39471437687640
1998-07-01 26.54584953686180
1998-08-01 27.09745970201310
1998-09-01 26.86665810832560
1998-10-01 27.36974902205220
1998-11-01 27.93836465468610
1998-12-01 28.43538858256740
1999-01-01 28.66272830657880
1999-02-01 28.51209101424660
1999-03-01 29.35013317814420
1999-04-01 28.68901202152800
1999-05-01 28.47880157295140
1999-06-01 28.86613892555420
1999-07-01 28.99755362622280
1999-08-01 28.99778629460550
1999-09-01 29.55512855136190
1999-10-01 30.49520357775950
1999-11-01 30.48214750528250
1999-12-01 31.55411805399040
2000-01-01 31.66371457186400
2000-02-01 31.50839351578280
2000-03-01 32.11028680573730
2000-04-01 33.83494431931110
2000-05-01 33.18061454653980
2000-06-01 32.69150473112290
2000-07-01 32.49689809810610
2000-08-01 32.95268754571110
2000-09-01 33.66069614897830
2000-10-01 33.20989884719760
2000-11-01 33.62006904997580
2000-12-01 33.33391362591810
2001-01-01 32.81725623992250
2001-02-01 33.12101129859640
2001-03-01 32.95074094677500
2001-04-01 33.00269577332420
2001-05-01 33.04623792740990
2001-06-01 34.52907914072210
2001-07-01 33.67151581848540
2001-08-01 33.31762445290080
2001-09-01 33.51811731626010
2001-10-01 31.71889114849310
2001-11-01 30.55588205352920
2001-12-01 29.93666228045620
2002-01-01 31.38035680894030
2002-02-01 32.03991300798680
2002-03-01 31.87506957862200
2002-04-01 31.36249870046770
2002-05-01 32.28162099269420
2002-06-01 32.45180503798020
2002-07-01 32.97314878788770
2002-08-01 33.44031711446840
2002-09-01 33.74637788147820
2002-10-01 33.37388101599730
2002-11-01 34.57454276351140
2002-12-01 34.51473566055400
2003-01-01 35.22436166436290
2003-02-01 34.74626928309900
2003-03-01 35.41617019126270
2003-04-01 35.74903338754650
2003-05-01 36.42359240756700
2003-06-01 37.25324880755650
2003-07-01 40.19918712528680
2003-08-01 39.01967539448690
2003-09-01 40.65373594135910
2003-10-01 41.82576096789160
2003-11-01 42.25076019511880
2003-12-01 43.03037726119210
2004-01-01 41.28508636195270
2004-02-01 41.48990478342110
2004-03-01 42.96221300564470
2004-04-01 44.32140036834140
2004-05-01 44.74542433087210
2004-06-01 45.02363501787740
2004-07-01 43.88717264924220
2004-08-01 44.28358726095070
2004-09-01 43.56332229931350
2004-10-01 44.05895783999130
2004-11-01 43.89769611986360
2004-12-01 44.52760290057760
2005-01-01 44.85992617879760
2005-02-01 46.34120855119820
2005-03-01 47.50751513917720
2005-04-01 47.39342442423160
2005-05-01 46.31940876906460
2005-06-01 46.57488464422390
2005-07-01 46.99791671632320
2005-08-01 47.79557174664970
2005-09-01 47.96355821477730
2005-10-01 47.42170894352160
2005-11-01 47.58587372405460
2005-12-01 47.31914001178740
2006-01-01 49.30291342034560
2006-02-01 48.94969111281400
2006-03-01 49.22340011793760
2006-04-01 49.64480168506610
2006-05-01 49.56268155848940
2006-06-01 49.74358791546060
2006-07-01 50.58513395197310
2006-08-01 50.11055939611770
2006-09-01 50.79987301419220
2006-10-01 51.63179791464220
2006-11-01 51.82995652376560
2006-12-01 51.79948419493480
2007-01-01 53.43618619194610
2007-02-01 53.57297041129920
2007-03-01 54.31060020450580
2007-04-01 53.42607484788570
2007-05-01 54.21761669059330
2007-06-01 53.34859953482450
2007-07-01 53.37889636942950
2007-08-01 52.98246166044310
2007-09-01 52.75356706140780
2007-10-01 52.90372623231270
2007-11-01 52.54488506947100
2007-12-01 52.59725971384360
2008-01-01 48.83207832488370
2008-02-01 48.45196649147490
2008-03-01 46.66533836661510
2008-04-01 46.13216335242570
2008-05-01 45.49612503988850
2008-06-01 47.33124484658220
2008-07-01 46.54061443362340
2008-08-01 45.60510262510160
2008-09-01 45.17816016622680
2008-10-01 44.45613656592940
2008-11-01 43.91191987130390
2008-12-01 43.48610035383050
2009-01-01 42.01037252342950
2009-02-01 40.57340578013310
2009-03-01 40.33494203254200
2009-04-01 39.11965478191540
2009-05-01 37.74561585240060
2009-06-01 36.57239466814690
2009-07-01 35.32167516075170
2009-08-01 34.70677711815470
2009-09-01 34.05551057593210
2009-10-01 33.48438789348090
2009-11-01 32.93403064790000
2009-12-01 33.35743685888490
2010-01-01 34.10331377870290
2010-02-01 34.27439827695910
2010-03-01 34.83619539948100
2010-04-01 35.82501396418820
2010-05-01 36.65699397408070
2010-06-01 37.52802792864600
2010-07-01 37.44495784528790
2010-08-01 37.76811361096060
2010-09-01 38.08306350795250
2010-10-01 38.84034379046630
2010-11-01 39.33553694753550
2010-12-01 40.17426163574440
2011-01-01 37.54220689154630
2011-02-01 37.74320568230040
2011-03-01 38.02240720841250
2011-04-01 37.81047014494020
2011-05-01 37.18567880103270
2011-06-01 36.77324592288950
2011-07-01 37.52301745330200
2011-08-01 39.09582590906460
2011-09-01 39.62836649588290
2011-10-01 38.15844235699920
2011-11-01 38.42864068691780
2011-12-01 38.35600989202190
2012-01-01 39.37461868750580
2012-02-01 39.49358306213070
2012-03-01 39.25858078368180
2012-04-01 37.41707918785110
2012-05-01 37.60829275702070
2012-06-01 37.69737684814330
2012-07-01 37.19082340037480
2012-08-01 36.05502250684210
2012-09-01 35.04599653055130
2012-10-01 35.32943465420880
2012-11-01 34.24899602512060
2012-12-01 32.50406238920720
2013-01-01 34.97596344572090
2013-02-01 36.52018803378520
2013-03-01 36.00441545409380
2013-04-01 36.93966155854060
2013-05-01 37.79902209942770
2013-06-01 38.09728389750880
2013-07-01 39.26997244261840
2013-08-01 40.07994326244930
2013-09-01 40.25980064842110
2013-10-01 38.57406844380790
2013-11-01 37.35623596735030
2013-12-01 36.72338746744830
2014-01-01 35.66060177118970
2014-02-01 36.92225774053080
2014-03-01 38.51036089213540
2014-04-01 40.26072260779460
2014-05-01 39.95697034530770
2014-06-01 40.32834724097580
2014-07-01 40.65285333220580
2014-08-01 41.33566970737850
2014-09-01 42.09515019590770
2014-10-01 44.69671758537780
2014-11-01 49.90171711925220
2014-12-01 52.66651323677980
2015-01-01 48.93482677344710
2015-02-01 45.58754579272870
2015-03-01 45.98599534025000
2015-04-01 47.42906535478510
2015-05-01 47.95262092146330
2015-06-01 48.52194556685830
2015-07-01 47.55035408716120
2015-08-01 46.50702407473490
2015-09-01 45.87458388726240
2015-10-01 50.69059582602480
2015-11-01 57.05848399886440
2015-12-01 60.89618387781120
2016-01-01 51.01547212070250
2016-02-01 47.21135853340710
2016-03-01 44.74000879000550
2016-04-01 43.97254996498010
2016-05-01 43.73086373219160
2016-06-01 43.45647966676370
2016-07-01 44.26486165213110
2016-08-01 44.27548603425320
2016-09-01 44.82875172820960
2016-10-01 43.96124408430960
2016-11-01 42.25764029120240
2016-12-01 43.01862104071910
2017-01-01 45.02547836650410
2017-02-01 44.73681902416030
2017-03-01 46.75996024018090
2017-04-01 41.63167139472400
2017-05-01 43.00190952615410
2017-06-01 43.65711903505740
2017-07-01 43.32868417701900
2017-08-01 43.70623210511970
2017-09-01 43.43293156845080
2017-10-01 43.13904085717940
2017-11-01 43.23608230251190
2017-12-01 43.44946030879070
2018-01-01 42.47785629884700
2018-02-01 43.33919675897830
2018-03-01 44.40455605266580
2018-04-01 43.08977959642620
2018-05-01 42.81579055322280
2018-06-01 43.07629428586920
2018-07-01 43.14510011036750
2018-08-01 43.32462457804730
2018-09-01 43.18022996362160
2018-10-01 42.98162608872040
2018-11-01 42.93740905349840
2018-12-01 42.79783424793340
2019-01-01 41.52914879298230
2019-02-01 41.13584384160880
2019-03-01 42.99896871371250
2019-04-01 44.00975559409810
2019-05-01 44.32271817795980
2019-06-01 45.00261088286220
2019-07-01 45.18327220245970
2019-08-01 45.70397477302680
2019-09-01 44.80848939095390
2019-10-01 47.75770576083590
2019-11-01 49.10327731742690
2019-12-01 48.37245497148840
2020-01-01 47.32541249265150
2020-02-01 47.85760602731670
2020-03-01 47.38118037095590
2020-04-01 35.40401955971910
2020-05-01 38.14866203798400
2020-06-01 40.39951212703060
2020-07-01 42.22206277149790
2020-08-01 44.09186226347390
2020-09-01 45.29591511291960
2020-10-01 46.88330221487930
2020-11-01 47.17202473661940
2020-12-01 47.53782409182260
2021-01-01 51.40570910972330
2021-02-01 53.02415037068930
2021-03-01 53.63964906178490
2021-04-01 54.74314437855390
2021-05-01 55.58729505332620
2021-06-01 54.22730585290460
2021-07-01 55.31627723964300
2021-08-01 54.67435279857650
2021-09-01 53.36889248343950
2021-10-01 56.28045949738040
2021-11-01 57.26973544242270
2021-12-01 57.18970460064010
2022-01-01 58.91680944711640
2022-02-01 59.31981347330660
2022-03-01 59.32153237261600
2022-04-01 59.08350634391990
2022-05-01 58.09474894129150
2022-06-01 57.51270220899830
2022-07-01 57.22990677776950
2022-08-01 56.58733853062010
2022-09-01 55.30329494047280
2022-10-01 53.98903456387860
2022-11-01 53.35312046658840
2022-12-01 52.62223080955370
2023-01-01 51.18216369242770
2023-02-01 50.85734267143630
2023-03-01 51.24148438052850
2023-04-01 49.64873571857090
2023-05-01 49.70179523249390
2023-06-01 49.30548938475210
2023-07-01 47.43946124046740
2023-08-01 48.78488853047920
2023-09-01 48.43469151977240
2023-10-01 48.32921921154130
2023-11-01 48.50660901667590
2023-12-01 47.20911283428230
2024-01-01 47.47155007988510
2024-02-01 46.74869156171180
2024-03-01 47.28087723134620
2024-04-01 46.79683870206740
2024-05-01 45.94447469338860
2024-06-01 46.09037173195050
2024-07-01 45.58119269164540
2024-08-01 45.45014137164260
2024-09-01 45.85106497280310
2024-10-01 45.57323743084580
2024-11-01 45.90511944613660
2024-12-01 46.33126162579090
2025-01-01 46.37994716173850
2025-02-01 46.36211245583490
2025-03-01 46.33740091407520
2025-04-01 46.05857243034780
2025-05-01 46.15327563376660
2025-06-01 45.61051963659300
2025-07-01 45.49066633648950
2025-08-01 45.67273301036150
2025-09-01 45.38093439304370
2025-10-01 45.02806080548440
2025-11-01 44.03534905642070
2025-12-01 44.93463810209950

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