Table Data - All Employees: Professional and Business Services in Stockton-Lodi, CA (MSA)

Title All Employees: Professional and Business Services in Stockton-Lodi, CA (MSA)
Series ID STOC706PBSV
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 2026-04-01
Last Updated 2026-05-26 2:47 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 9.33419202245880
1990-02-01 9.30137498108289
1990-03-01 9.36681455670635
1990-04-01 9.28065633592917
1990-05-01 9.30561924646544
1990-06-01 9.25731286190492
1990-07-01 9.34691927357757
1990-08-01 9.43141693330977
1990-09-01 9.32654724824101
1990-10-01 8.97336208580340
1990-11-01 9.25356252285008
1990-12-01 9.41768284184703
1991-01-01 10.25979433097490
1991-02-01 10.32699106888340
1991-03-01 9.98047597211561
1991-04-01 10.47890379293270
1991-05-01 10.40773488280060
1991-06-01 10.35274310553730
1991-07-01 10.22547308180560
1991-08-01 10.30353244766830
1991-09-01 10.48157286409600
1991-10-01 10.56562053244240
1991-11-01 10.57531594419560
1991-12-01 10.53149500926780
1992-01-01 10.47140465805980
1992-02-01 10.43146602230130
1992-03-01 10.50705826148580
1992-04-01 10.38125214583280
1992-05-01 10.30422368962240
1992-06-01 10.33521941997570
1992-07-01 10.40045033914710
1992-08-01 10.40980121969640
1992-09-01 10.28027497520100
1992-10-01 10.67909927476430
1992-11-01 10.76616590021560
1992-12-01 10.72311516104360
1993-01-01 11.20030140335380
1993-02-01 11.04852001589790
1993-03-01 11.03105652140450
1993-04-01 10.89224295674960
1993-05-01 11.30921387264100
1993-06-01 11.41972027962920
1993-07-01 11.36392830336000
1993-08-01 11.40381707037840
1993-09-01 11.24717981895520
1993-10-01 11.09464913661970
1993-11-01 11.04756379592590
1993-12-01 11.10124984357860
1994-01-01 11.20271251685590
1994-02-01 11.24435278311940
1994-03-01 11.35603081474870
1994-04-01 11.62216327532100
1994-05-01 11.50732186831610
1994-06-01 11.39856708055210
1994-07-01 11.75196911852100
1994-08-01 12.11537685280980
1994-09-01 11.83902293092610
1994-10-01 11.51394093689920
1994-11-01 11.52514652637520
1994-12-01 11.45464486237920
1995-01-01 11.50513877535960
1995-02-01 11.53814454239140
1995-03-01 11.55687244156880
1995-04-01 11.65651961028880
1995-05-01 11.81747880751610
1995-06-01 11.79000982787020
1995-07-01 12.06302976875080
1995-08-01 12.15285445241540
1995-09-01 12.24600166545440
1995-10-01 12.52725679487230
1995-11-01 12.89304832167960
1995-12-01 12.69412724415970
1996-01-01 12.52086253954860
1996-02-01 12.53088020717990
1996-03-01 13.15262569402090
1996-04-01 12.50474082429160
1996-05-01 12.52835039128010
1996-06-01 12.69391230105430
1996-07-01 12.69893899185920
1996-08-01 12.77389292960900
1996-09-01 13.05343070473150
1996-10-01 13.12639843933550
1996-11-01 13.34066945360430
1996-12-01 13.52367316261190
1997-01-01 13.84308852331410
1997-02-01 13.83402422099380
1997-03-01 13.92929506592010
1997-04-01 13.94724593293820
1997-05-01 14.16613110348340
1997-06-01 14.19986700712450
1997-07-01 14.14725893588100
1997-08-01 14.17577242298760
1997-09-01 14.14713536167640
1997-10-01 14.21379140039000
1997-11-01 14.28960784814590
1997-12-01 14.66034203286510
1998-01-01 14.54854264150310
1998-02-01 14.63796931140140
1998-03-01 14.80932977691040
1998-04-01 14.87427525232690
1998-05-01 15.00779116810660
1998-06-01 15.10191534974690
1998-07-01 15.19893706073070
1998-08-01 15.26181594621540
1998-09-01 15.32735857741530
1998-10-01 15.99316881255290
1998-11-01 15.97171012241830
1998-12-01 15.90302723958910
1999-01-01 15.86851813154740
1999-02-01 16.07167980675340
1999-03-01 15.98415780214180
1999-04-01 15.86876768093160
1999-05-01 16.05948302820150
1999-06-01 16.11234357239300
1999-07-01 16.63201958401990
1999-08-01 16.54803559717840
1999-09-01 16.40274452810530
1999-10-01 16.38585143516650
1999-11-01 16.48394694758970
1999-12-01 16.35857081904310
2000-01-01 16.56847719903530
2000-02-01 16.57960306650230
2000-03-01 16.64664678562430
2000-04-01 17.06919314299160
2000-05-01 16.80229981721650
2000-06-01 16.93693680854620
2000-07-01 16.84131563063970
2000-08-01 17.05399795642780
2000-09-01 17.10042444554190
2000-10-01 17.48389006051160
2000-11-01 17.01302044638570
2000-12-01 17.11917540388280
2001-01-01 16.93299735184590
2001-02-01 16.76685390565170
2001-03-01 16.59933437343000
2001-04-01 17.16060012895700
2001-05-01 17.02798479446460
2001-06-01 17.16675659033550
2001-07-01 17.04846380786480
2001-08-01 16.99644390419950
2001-09-01 17.23558309927330
2001-10-01 17.10591399146770
2001-11-01 16.82031205577760
2001-12-01 16.89903807660600
2002-01-01 16.67285592792090
2002-02-01 16.62181568354240
2002-03-01 16.64346956111340
2002-04-01 16.66647536254940
2002-05-01 16.73277217077040
2002-06-01 16.68060135578130
2002-07-01 16.97785361290120
2002-08-01 16.95748549763660
2002-09-01 16.89056351143540
2002-10-01 17.02659333279250
2002-11-01 16.90174664093480
2002-12-01 17.18773715696010
2003-01-01 17.21256898132270
2003-02-01 17.26722402145080
2003-03-01 17.39692438075320
2003-04-01 16.97458461331650
2003-05-01 16.93862454671180
2003-06-01 16.91535154365990
2003-07-01 16.91325129456480
2003-08-01 16.82379766128240
2003-09-01 16.86411962299510
2003-10-01 16.71725776751410
2003-11-01 17.03161745280490
2003-12-01 16.88649765184730
2004-01-01 17.45260153224240
2004-02-01 17.99923539403700
2004-03-01 17.60185275313320
2004-04-01 17.48845712053520
2004-05-01 17.78187363517180
2004-06-01 17.76444695589830
2004-07-01 17.98294133396000
2004-08-01 17.96243922843430
2004-09-01 17.98682122565180
2004-10-01 18.05495413194200
2004-11-01 18.31279409645680
2004-12-01 18.15840226909880
2005-01-01 18.10911935105220
2005-02-01 18.25476404474500
2005-03-01 18.36448032599140
2005-04-01 18.20653351584040
2005-05-01 18.33888357519410
2005-06-01 18.53630533073720
2005-07-01 17.94737081136170
2005-08-01 18.16925961944740
2005-09-01 18.21081434693620
2005-10-01 17.63425784878040
2005-11-01 17.58542668838730
2005-12-01 18.12263959820750
2006-01-01 18.29590139584650
2006-02-01 18.46455345054610
2006-03-01 18.47978346633340
2006-04-01 18.84606513916210
2006-05-01 18.60680906050700
2006-06-01 18.48289113129240
2006-07-01 18.63191314842050
2006-08-01 18.34665917995200
2006-09-01 18.19514397770600
2006-10-01 18.85127315029730
2006-11-01 18.44020268019400
2006-12-01 18.37695880864600
2007-01-01 18.50520910277900
2007-02-01 18.40047181572050
2007-03-01 18.20712187513310
2007-04-01 18.49705570247280
2007-05-01 18.15053864486910
2007-06-01 18.21878552113180
2007-07-01 18.24390314818320
2007-08-01 18.31736078955450
2007-09-01 18.49142352010200
2007-10-01 18.20462947605010
2007-11-01 18.04242459421300
2007-12-01 18.44752017765920
2008-01-01 17.62208817668380
2008-02-01 17.64949307706890
2008-03-01 17.49362879791200
2008-04-01 17.23585386334710
2008-05-01 17.57406725797600
2008-06-01 17.52039867684080
2008-07-01 17.52499751658150
2008-08-01 17.68069941347160
2008-09-01 17.37660343882580
2008-10-01 17.63162041542730
2008-11-01 17.79018664998350
2008-12-01 17.38336882088130
2009-01-01 16.74873007329790
2009-02-01 16.28172888891300
2009-03-01 16.13625750808440
2009-04-01 15.83931973039970
2009-05-01 15.82524640578420
2009-06-01 15.66761634493400
2009-07-01 15.55975154297490
2009-08-01 15.96577944881450
2009-09-01 15.60353493112570
2009-10-01 15.65517871281020
2009-11-01 15.82674036499840
2009-12-01 15.75081596792770
2010-01-01 16.10820299325840
2010-02-01 15.93834597680010
2010-03-01 15.76034947842770
2010-04-01 15.51200628279540
2010-05-01 15.48699253410780
2010-06-01 15.49729721767430
2010-07-01 15.43454595068170
2010-08-01 15.05508311315600
2010-09-01 15.11010820459670
2010-10-01 15.08114583048530
2010-11-01 15.06964790020130
2010-12-01 14.92581557046000
2011-01-01 14.94745979254190
2011-02-01 14.94871496189930
2011-03-01 15.17078893157340
2011-04-01 14.95131847052440
2011-05-01 15.04229742279910
2011-06-01 14.91443292246260
2011-07-01 15.50986941146850
2011-08-01 15.24435221686300
2011-09-01 15.31972504781540
2011-10-01 15.09247152450600
2011-11-01 15.27307123286360
2011-12-01 15.56475891027090
2012-01-01 15.83117040803810
2012-02-01 16.00350144274070
2012-03-01 16.00657029433850
2012-04-01 16.50207013031860
2012-05-01 16.55557809606550
2012-06-01 16.66875408371560
2012-07-01 16.69649250653390
2012-08-01 16.78530874463100
2012-09-01 16.77440020755070
2012-10-01 17.16744770888660
2012-11-01 17.14210013362910
2012-12-01 17.08798571287990
2013-01-01 16.79710834880700
2013-02-01 16.82774858733010
2013-03-01 17.26150619625190
2013-04-01 17.66827629347810
2013-05-01 18.07526300892770
2013-06-01 17.86247704516450
2013-07-01 17.46853888787470
2013-08-01 17.02782801335750
2013-09-01 17.33605523835720
2013-10-01 17.49013769675320
2013-11-01 17.35278133517740
2013-12-01 17.49609242258590
2014-01-01 17.97738991531570
2014-02-01 18.08067083753520
2014-03-01 17.98534247613850
2014-04-01 17.55357908311050
2014-05-01 17.96945928565590
2014-06-01 18.06590702576580
2014-07-01 18.01903119973230
2014-08-01 18.46257879298810
2014-09-01 18.59202542081440
2014-10-01 18.81081676413960
2014-11-01 19.11846973805210
2014-12-01 19.09566315678920
2015-01-01 18.78847131172110
2015-02-01 18.85972189640470
2015-03-01 18.99036613924870
2015-04-01 19.41775647761320
2015-05-01 19.30992405936030
2015-06-01 19.10872578608260
2015-07-01 20.17207693083780
2015-08-01 20.02657316983700
2015-09-01 19.95234492322060
2015-10-01 19.34721427268810
2015-11-01 19.49040309744610
2015-12-01 19.47598503854640
2016-01-01 19.60654608571410
2016-02-01 19.55600837584410
2016-03-01 19.46444172117100
2016-04-01 19.46894883201410
2016-05-01 19.62181567840540
2016-06-01 19.34734769367200
2016-07-01 19.81504371013580
2016-08-01 19.75081643119640
2016-09-01 19.85400876872700
2016-10-01 19.89503204822680
2016-11-01 19.47224177650050
2016-12-01 19.56041518891380
2017-01-01 19.46324296750950
2017-02-01 19.40087673585980
2017-03-01 19.66407052190620
2017-04-01 19.32337769714660
2017-05-01 19.30318721166590
2017-06-01 19.40526676826440
2017-07-01 19.07279883458300
2017-08-01 18.79218327880090
2017-09-01 18.69390279131790
2017-10-01 18.83238863065550
2017-11-01 19.16479494975520
2017-12-01 19.12606142333080
2018-01-01 19.46273765372630
2018-02-01 19.68809707407050
2018-03-01 19.96699016974330
2018-04-01 19.44817091770750
2018-05-01 19.15735140258990
2018-06-01 19.43664684310660
2018-07-01 19.45559585107310
2018-08-01 19.52580174324310
2018-09-01 19.73628963482600
2018-10-01 19.60450715968550
2018-11-01 19.82848055523090
2018-12-01 20.08605238725500
2019-01-01 19.83650387205000
2019-02-01 19.54656212485800
2019-03-01 19.47960567598630
2019-04-01 20.68734931556370
2019-05-01 20.24054936941080
2019-06-01 20.71272471829810
2019-07-01 20.15969290169130
2019-08-01 20.12349407058510
2019-09-01 20.26449782536340
2019-10-01 20.44769306000520
2019-11-01 20.51375436748310
2019-12-01 20.23947326266210
2020-01-01 22.08178453566740
2020-02-01 22.28844528189150
2020-03-01 22.06838881405500
2020-04-01 19.24040572367180
2020-05-01 20.00267158171990
2020-06-01 20.33332743133040
2020-07-01 21.08537751226180
2020-08-01 21.48569294671680
2020-09-01 21.55131705238770
2020-10-01 21.69195357440500
2020-11-01 21.80277305811740
2020-12-01 22.30043826839580
2021-01-01 22.15473468342390
2021-02-01 22.49974083647690
2021-03-01 22.73456512129540
2021-04-01 22.57709008657500
2021-05-01 22.63197049065170
2021-06-01 21.97473362051710
2021-07-01 22.09789590322520
2021-08-01 22.02155275122430
2021-09-01 22.10977756693730
2021-10-01 22.63345906666060
2021-11-01 23.43485051438120
2021-12-01 23.19230199305100
2022-01-01 23.69155920405690
2022-02-01 23.65615817298550
2022-03-01 23.89584077136850
2022-04-01 24.16574174648160
2022-05-01 24.14135794748680
2022-06-01 24.16889537389130
2022-07-01 24.42092779426250
2022-08-01 24.42573888074940
2022-09-01 24.32203756625900
2022-10-01 24.38731807398690
2022-11-01 23.60397137570790
2022-12-01 23.92375645417790
2023-01-01 23.57545785944140
2023-02-01 23.58235230423010
2023-03-01 23.31890796850900
2023-04-01 23.33578734053680
2023-05-01 23.14791329705530
2023-06-01 23.49949664727620
2023-07-01 22.91616627540180
2023-08-01 22.99504683570160
2023-09-01 23.06632478524270
2023-10-01 22.35476973362660
2023-11-01 22.68624292660350
2023-12-01 22.28429062056210
2024-01-01 23.08608528772420
2024-02-01 22.80632830701800
2024-03-01 23.05238623731940
2024-04-01 22.82649319792490
2024-05-01 22.75355543040400
2024-06-01 22.80948255136790
2024-07-01 22.71378927740810
2024-08-01 22.26793087708030
2024-09-01 22.68944838380460
2024-10-01 23.25794795992430
2024-11-01 23.20594272965540
2024-12-01 23.32163253871530
2025-01-01 23.19697507298040
2025-02-01 23.23563284565010
2025-03-01 23.18893050078230
2025-04-01 23.56390470894950
2025-05-01 23.57874001702270
2025-06-01 23.45884401557860
2025-07-01 23.48662401434020
2025-08-01 23.50025739168340
2025-09-01 23.32676034882680
2025-10-01 22.58521687916510
2025-11-01 22.33750213787000
2025-12-01 21.76479554188150
2026-01-01 21.99755123172870
2026-02-01 21.92562305216290
2026-03-01 21.66243134300400
2026-04-01 21.44528426194250

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