Federal Reserve Economic Data

Table Data - All Employees: Professional and Business Services in Lakeland-Winter Haven, FL (MSA)

Title All Employees: Professional and Business Services in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412PBSV
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 2025-09-01
Last Updated 2025-12-12 1:56 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 5.06915656655879
1990-02-01 5.24559154050403
1990-03-01 5.18877593978175
1990-04-01 5.27909571697114
1990-05-01 5.45100884046682
1990-06-01 5.53911140390474
1990-07-01 5.30616037858968
1990-08-01 5.32807371685742
1990-09-01 5.21809911940067
1990-10-01 5.39001042013708
1990-11-01 5.18899038447495
1990-12-01 5.10092352180153
1991-01-01 4.95592206543909
1991-02-01 4.93490581617919
1991-03-01 5.20426725849668
1991-04-01 5.18087605903301
1991-05-01 5.26601494973526
1991-06-01 5.36397738980816
1991-07-01 5.69923559515008
1991-08-01 5.40144975698523
1991-09-01 5.57368296050733
1991-10-01 5.81687697118535
1991-11-01 5.89080050615911
1991-12-01 5.98597207639024
1992-01-01 5.96079218131341
1992-02-01 5.94624735082605
1992-03-01 6.13555057797204
1992-04-01 6.17251749632171
1992-05-01 6.47810147136357
1992-06-01 6.39312425194616
1992-07-01 6.29284354221281
1992-08-01 6.26046734591281
1992-09-01 6.19547827669588
1992-10-01 6.44764403321377
1992-11-01 6.49890115102940
1992-12-01 6.65482853770825
1993-01-01 7.18865015685603
1993-02-01 7.29266707072206
1993-03-01 7.18617873497870
1993-04-01 7.26785259996876
1993-05-01 6.77804041905462
1993-06-01 6.40810731207145
1993-07-01 6.86955941183719
1993-08-01 7.38715642808186
1993-09-01 7.52025250176070
1993-10-01 7.27373049805075
1993-11-01 7.92650853381398
1993-12-01 7.82176119070219
1994-01-01 8.43309350063003
1994-02-01 8.35837639267656
1994-03-01 8.25516433831099
1994-04-01 8.14644805299149
1994-05-01 8.47507066304704
1994-06-01 8.50028563466858
1994-07-01 9.13915116638697
1994-08-01 8.99161956983104
1994-09-01 9.16924204812508
1994-10-01 8.70694057351689
1994-11-01 8.64738518744244
1994-12-01 8.80296866010095
1995-01-01 8.48222380903856
1995-02-01 8.73398883238423
1995-03-01 8.90766185821262
1995-04-01 9.24588677685878
1995-05-01 9.35900596262766
1995-06-01 9.26430739341615
1995-07-01 8.88398423386036
1995-08-01 8.99720945428053
1995-09-01 9.46505595806153
1995-10-01 9.73372060146823
1995-11-01 9.69760823585689
1995-12-01 9.88036185662143
1996-01-01 9.34657393822753
1996-02-01 9.48891201324761
1996-03-01 9.83162187827317
1996-04-01 9.92594872306421
1996-05-01 9.84532611291721
1996-06-01 10.00147639081960
1996-07-01 10.13151895776510
1996-08-01 10.26410498358270
1996-09-01 10.00143133596330
1996-10-01 10.13466230188850
1996-11-01 10.15118711651730
1996-12-01 10.16494892401430
1997-01-01 10.28636651190890
1997-02-01 10.33654199797640
1997-03-01 10.21697390560540
1997-04-01 10.50842108215760
1997-05-01 10.92715741408690
1997-06-01 11.04003324503630
1997-07-01 11.49208030001060
1997-08-01 11.77316569983330
1997-09-01 11.54750303701510
1997-10-01 11.52869895684710
1997-11-01 11.90595522432140
1997-12-01 11.66760511571840
1998-01-01 12.20104798881370
1998-02-01 12.13549045940280
1998-03-01 12.59699658170950
1998-04-01 12.18976088139060
1998-05-01 12.22006347759010
1998-06-01 12.39090130384250
1998-07-01 12.27864732779380
1998-08-01 12.52953359987990
1998-09-01 12.37401505788710
1998-10-01 12.50981227651190
1998-11-01 12.50415533467380
1998-12-01 13.08780579252650
1999-01-01 13.00353807330420
1999-02-01 13.53249040961000
1999-03-01 13.47146774540420
1999-04-01 13.81017944144640
1999-05-01 13.39720869721750
1999-06-01 13.66060572223640
1999-07-01 13.78792683693630
1999-08-01 13.61017031454650
1999-09-01 13.85397247830200
1999-10-01 14.29518478163790
1999-11-01 14.18060035435920
1999-12-01 14.47104579270590
2000-01-01 14.61578258133200
2000-02-01 14.63237973539110
2000-03-01 15.07290664984180
2000-04-01 15.43243326470680
2000-05-01 15.76349019903070
2000-06-01 15.84303687321810
2000-07-01 16.14359270103850
2000-08-01 16.49999482420710
2000-09-01 17.01092890240790
2000-10-01 17.07112664980550
2000-11-01 17.43410177547230
2000-12-01 17.60561904617830
2001-01-01 18.32480368349970
2001-02-01 18.68092922887780
2001-03-01 18.77097176857280
2001-04-01 17.95071485160100
2001-05-01 18.81463277657310
2001-06-01 19.04871825909900
2001-07-01 19.22814188944880
2001-08-01 18.86455302514320
2001-09-01 18.77714548758160
2001-10-01 18.99347746662930
2001-11-01 18.76051792744290
2001-12-01 18.00717568335830
2002-01-01 18.04083198209630
2002-02-01 18.10308313908440
2002-03-01 18.06846385540430
2002-04-01 18.16661247065070
2002-05-01 19.17792840597830
2002-06-01 18.96459813088940
2002-07-01 19.22311001488170
2002-08-01 19.29478523969350
2002-09-01 19.67780918364730
2002-10-01 19.84223563924290
2002-11-01 20.06946305467820
2002-12-01 20.38967785033890
2003-01-01 20.99993096392820
2003-02-01 20.81543581380030
2003-03-01 21.21413499654920
2003-04-01 21.98864388154800
2003-05-01 22.64834697176030
2003-06-01 23.25244296552370
2003-07-01 23.93675171603200
2003-08-01 25.11158393249920
2003-09-01 25.78606252830530
2003-10-01 26.32587199853750
2003-11-01 26.68529277565920
2003-12-01 27.78049563212540
2004-01-01 28.09869068147310
2004-02-01 28.19279342352680
2004-03-01 28.72732012922020
2004-04-01 28.99247219184630
2004-05-01 28.94585907292410
2004-06-01 28.60875212481030
2004-07-01 29.04468577345090
2004-08-01 28.92562546064040
2004-09-01 29.00604176343430
2004-10-01 29.60383984439120
2004-11-01 30.43335254308650
2004-12-01 31.29077366661960
2005-01-01 31.12048809273800
2005-02-01 31.56555921405370
2005-03-01 31.39254720378230
2005-04-01 31.60153661867650
2005-05-01 31.15215616133860
2005-06-01 31.75306893062720
2005-07-01 31.91810182290880
2005-08-01 32.06940651898270
2005-09-01 31.90962536105630
2005-10-01 31.96930851869450
2005-11-01 31.78947540902770
2005-12-01 31.76562957374830
2006-01-01 31.32320249168400
2006-02-01 31.42314381765540
2006-03-01 31.57433925506820
2006-04-01 31.00642590906240
2006-05-01 31.46439418891170
2006-06-01 31.71151157024980
2006-07-01 31.24147511956370
2006-08-01 31.52652381483070
2006-09-01 31.71871542328040
2006-10-01 31.18253356318520
2006-11-01 31.16698105652070
2006-12-01 30.66580151529870
2007-01-01 30.49674805124320
2007-02-01 30.59287258573840
2007-03-01 30.68150954610810
2007-04-01 30.72202877703070
2007-05-01 30.68560069631110
2007-06-01 30.79412490986530
2007-07-01 30.43759034037910
2007-08-01 30.29645184925550
2007-09-01 30.10681123693160
2007-10-01 30.04438759772430
2007-11-01 29.74213552770270
2007-12-01 30.48924650974570
2008-01-01 30.40960605919000
2008-02-01 30.49426828897640
2008-03-01 30.57712575836000
2008-04-01 29.80737546393770
2008-05-01 29.79898307272950
2008-06-01 29.81342721504640
2008-07-01 29.81691283250570
2008-08-01 29.64949203475230
2008-09-01 29.72018200638830
2008-10-01 29.37949590537220
2008-11-01 28.92365138670310
2008-12-01 28.68280662340520
2009-01-01 28.57303478802990
2009-02-01 28.31302560812430
2009-03-01 28.31658413642510
2009-04-01 28.27840173375230
2009-05-01 28.12570532439660
2009-06-01 27.58547791149570
2009-07-01 27.46693664747030
2009-08-01 26.98941150538600
2009-09-01 26.26518457639980
2009-10-01 26.70064071309510
2009-11-01 26.58837357835750
2009-12-01 26.66907069687430
2010-01-01 26.70250408178580
2010-02-01 26.63111604006900
2010-03-01 26.40477825716210
2010-04-01 25.12967284494890
2010-05-01 25.63586278426880
2010-06-01 26.19218303380630
2010-07-01 25.40634351418420
2010-08-01 25.49852926806060
2010-09-01 25.55570130740590
2010-10-01 25.42999446403780
2010-11-01 25.16827692006250
2010-12-01 25.12665623502340
2011-01-01 23.82179373127910
2011-02-01 23.74474874296260
2011-03-01 23.97966652792930
2011-04-01 24.29458897883680
2011-05-01 24.44294851839760
2011-06-01 24.70389689604110
2011-07-01 24.45957765684770
2011-08-01 24.47605117403160
2011-09-01 24.54835034333480
2011-10-01 24.58177957318740
2011-11-01 24.75459454263410
2011-12-01 24.58099288985820
2012-01-01 24.54034653821590
2012-02-01 24.66099719011420
2012-03-01 24.75378719175790
2012-04-01 25.06498306321390
2012-05-01 25.14835358862510
2012-06-01 25.28839816941600
2012-07-01 25.82677541952420
2012-08-01 25.81631037613340
2012-09-01 25.83554271953690
2012-10-01 26.07951638042770
2012-11-01 26.24608758695720
2012-12-01 25.83434245540260
2013-01-01 26.58016662612930
2013-02-01 26.96986241076710
2013-03-01 26.99876588257200
2013-04-01 26.16140888830400
2013-05-01 25.95137503955050
2013-06-01 25.66979343468560
2013-07-01 25.70220293548930
2013-08-01 25.63346633862080
2013-09-01 25.57329564614790
2013-10-01 25.79559944617140
2013-11-01 25.54501362600250
2013-12-01 25.91453537566930
2014-01-01 26.12843639389340
2014-02-01 26.27883577441760
2014-03-01 26.73874973188740
2014-04-01 27.38543011873840
2014-05-01 27.35959161504220
2014-06-01 27.21814886037630
2014-07-01 27.29732934594660
2014-08-01 27.14376285738510
2014-09-01 27.16221552057690
2014-10-01 27.40537877322030
2014-11-01 27.53559636370780
2014-12-01 27.81204791332160
2015-01-01 27.80030616766250
2015-02-01 27.59844536451460
2015-03-01 27.38012363376860
2015-04-01 27.33402204071100
2015-05-01 26.98365075603180
2015-06-01 27.33796722837380
2015-07-01 27.40123148837940
2015-08-01 27.77425117087090
2015-09-01 27.60374491094320
2015-10-01 27.39992940877670
2015-11-01 27.79275095895530
2015-12-01 27.70641192859340
2016-01-01 27.69354152471380
2016-02-01 28.02496490013670
2016-03-01 28.22756458681610
2016-04-01 28.51235677418500
2016-05-01 28.74303914545850
2016-06-01 28.52921339869170
2016-07-01 28.71008902069940
2016-08-01 29.02921883464120
2016-09-01 29.12126476003780
2016-10-01 28.96781551538020
2016-11-01 28.92210440949130
2016-12-01 28.89466269562900
2017-01-01 29.31130198725250
2017-02-01 29.44514706826870
2017-03-01 29.58130233781880
2017-04-01 29.69807239524500
2017-05-01 29.99706343553490
2017-06-01 30.23053707297780
2017-07-01 30.11288012105740
2017-08-01 30.13140213302810
2017-09-01 29.54919180080870
2017-10-01 30.59541219049570
2017-11-01 30.15108149772330
2017-12-01 30.19288447608640
2018-01-01 30.32218851222200
2018-02-01 29.83256795541030
2018-03-01 29.91290198378500
2018-04-01 30.78734229166580
2018-05-01 30.85177084554830
2018-06-01 31.33929144178350
2018-07-01 31.83400932504950
2018-08-01 31.66791110052620
2018-09-01 31.89253126707780
2018-10-01 31.88180414985610
2018-11-01 32.29827202265690
2018-12-01 32.50585423024040
2019-01-01 32.23557799290910
2019-02-01 32.20238777821730
2019-03-01 32.45027734269700
2019-04-01 32.14234689018530
2019-05-01 32.17426574629230
2019-06-01 32.16678640409540
2019-07-01 32.45244042736640
2019-08-01 32.51632063961660
2019-09-01 32.64320444222720
2019-10-01 32.66378614235390
2019-11-01 32.76281042319410
2019-12-01 33.04907911547300
2020-01-01 33.06014221328230
2020-02-01 33.17984061107100
2020-03-01 33.18200741062940
2020-04-01 31.35505228297780
2020-05-01 31.87211446275440
2020-06-01 32.29773271074390
2020-07-01 32.06041809793360
2020-08-01 32.72778913552480
2020-09-01 33.10667114090200
2020-10-01 33.85803262721750
2020-11-01 34.13973807372080
2020-12-01 34.42958788604490
2021-01-01 34.91918320136090
2021-02-01 35.28377835623410
2021-03-01 35.45354890579150
2021-04-01 35.31668653822340
2021-05-01 35.21628429895500
2021-06-01 34.69922488572190
2021-07-01 34.94909484053200
2021-08-01 35.31015956055860
2021-09-01 35.66613977655330
2021-10-01 36.26411660181140
2021-11-01 36.15279827589610
2021-12-01 35.95219391577520
2022-01-01 36.70991880679690
2022-02-01 37.12147992124190
2022-03-01 37.22253600675950
2022-04-01 37.45143395955490
2022-05-01 37.73587610127280
2022-06-01 37.85113211510220
2022-07-01 38.41952596818260
2022-08-01 38.65541929648630
2022-09-01 38.94818246703190
2022-10-01 38.80561322468920
2022-11-01 38.38662972105160
2022-12-01 38.76931682361880
2023-01-01 39.01739131333150
2023-02-01 38.98737011528300
2023-03-01 39.19932289400690
2023-04-01 39.37423818821500
2023-05-01 39.45225998665260
2023-06-01 39.37438820550100
2023-07-01 39.46143446970910
2023-08-01 39.39235007859360
2023-09-01 39.13707027697230
2023-10-01 39.38498008943600
2023-11-01 39.63219474360860
2023-12-01 39.55933163924190
2024-01-01 39.52043385969670
2024-02-01 39.46600114208590
2024-03-01 39.44205712544110
2024-04-01 39.81254552354840
2024-05-01 39.78442711667960
2024-06-01 39.79759406576920
2024-07-01 39.10024454181920
2024-08-01 39.42935134624660
2024-09-01 39.65893535783210
2024-10-01 39.49048292986090
2024-11-01 39.06529187698100
2024-12-01 39.00653331514060
2025-01-01 38.79216635826480
2025-02-01 38.92448276883290
2025-03-01 38.87683845005810
2025-04-01 38.77506653529730
2025-05-01 38.73742761278500
2025-06-01 38.83190724975990
2025-07-01 39.25961405361940
2025-08-01 38.70168533774160
2025-09-01 38.17872557599120

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