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 2025-11-01
Last Updated 2026-01-07 9:50 PM 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 7.92650853381399
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 8.90766185821261
1995-04-01 9.24588677685878
1995-05-01 9.35900596262766
1995-06-01 9.26430739341615
1995-07-01 8.88398423386036
1995-08-01 8.99720945428054
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 9.83162187827316
1996-04-01 9.92594872306421
1996-05-01 9.84532611291722
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 11.04003324503640
1997-07-01 11.49208030001070
1997-08-01 11.77316569983330
1997-09-01 11.54750303701520
1997-10-01 11.52869895684710
1997-11-01 11.90595522432130
1997-12-01 11.66760511571820
1998-01-01 12.20104798881350
1998-02-01 12.13549045940270
1998-03-01 12.59699658170940
1998-04-01 12.18976088139070
1998-05-01 12.22006347759020
1998-06-01 12.39090130384270
1998-07-01 12.27864732779370
1998-08-01 12.52953359988010
1998-09-01 12.37401505788730
1998-10-01 12.50981227651160
1998-11-01 12.50415533467340
1998-12-01 13.08780579252620
1999-01-01 13.00353807330400
1999-02-01 13.53249040961040
1999-03-01 13.47146774540510
1999-04-01 13.81017944144710
1999-05-01 13.39720869721760
1999-06-01 13.66060572223570
1999-07-01 13.78792683693510
1999-08-01 13.61017031454600
1999-09-01 13.85397247830160
1999-10-01 14.29518478163720
1999-11-01 14.18060035435950
1999-12-01 14.47104579270830
2000-01-01 14.61578258132860
2000-02-01 14.63237973539650
2000-03-01 15.07290664984730
2000-04-01 15.43243326470930
2000-05-01 15.76349019902850
2000-06-01 15.84303687320940
2000-07-01 16.14359270102300
2000-08-01 16.49999482419330
2000-09-01 17.01092890240330
2000-10-01 17.07112664981340
2000-11-01 17.43410177549420
2000-12-01 17.60561904622560
2001-01-01 18.32480368352770
2001-02-01 18.68092922888290
2001-03-01 18.77097176854780
2001-04-01 17.95071485156330
2001-05-01 18.81463277653430
2001-06-01 19.04871825902110
2001-07-01 19.22814188943360
2001-08-01 18.86455302514470
2001-09-01 18.77714548757480
2001-10-01 18.99347746669720
2001-11-01 18.76051792754120
2001-12-01 18.00717568351760
2002-01-01 18.04083198220450
2002-02-01 18.10308313907970
2002-03-01 18.06846385528020
2002-04-01 18.16661247047370
2002-05-01 19.17792840580980
2002-06-01 18.96459813066660
2002-07-01 19.22311001482960
2002-08-01 19.29478523971020
2002-09-01 19.67780918367080
2002-10-01 19.84223563952300
2002-11-01 20.06946305508020
2002-12-01 20.38967785066640
2003-01-01 20.99993096414570
2003-02-01 20.81543581399730
2003-03-01 21.21413499663450
2003-04-01 21.98864387953260
2003-05-01 22.64834697174410
2003-06-01 23.25244296622580
2003-07-01 23.93675171484830
2003-08-01 25.11158393241660
2003-09-01 25.78606252928530
2003-10-01 26.32587199903440
2003-11-01 26.68529277643920
2003-12-01 27.78049563284880
2004-01-01 28.09869068190960
2004-02-01 28.19279342375110
2004-03-01 28.72732012922160
2004-04-01 28.99247218770660
2004-05-01 28.94585907267550
2004-06-01 28.60875212619000
2004-07-01 29.04468577122660
2004-08-01 28.92562546079110
2004-09-01 29.00604176572990
2004-10-01 29.60383984511730
2004-11-01 30.43335254614810
2004-12-01 31.29077366695300
2005-01-01 31.12048809283760
2005-02-01 31.56555921406650
2005-03-01 31.39254720203470
2005-04-01 31.60153661286210
2005-05-01 31.15215616126460
2005-06-01 31.75306893281070
2005-07-01 31.91810181949040
2005-08-01 32.06940651910330
2005-09-01 31.90962536432340
2005-10-01 31.96930852049780
2005-11-01 31.78947541630770
2005-12-01 31.76562957524700
2006-01-01 31.32320249141850
2006-02-01 31.42314381539510
2006-03-01 31.57433924845610
2006-04-01 31.00642590155990
2006-05-01 31.46439418956280
2006-06-01 31.71151157345650
2006-07-01 31.24147511489440
2006-08-01 31.52652381131810
2006-09-01 31.71871543459060
2006-10-01 31.18253356456140
2006-11-01 31.16698107180280
2006-12-01 30.66580152288380
2007-01-01 30.49674805234160
2007-02-01 30.59287257838630
2007-03-01 30.68150952580250
2007-04-01 30.72202875448080
2007-05-01 30.68560067611860
2007-06-01 30.79412492521420
2007-07-01 30.43759032296460
2007-08-01 30.29645185536440
2007-09-01 30.10681129327240
2007-10-01 30.04438764560480
2007-11-01 29.74213557055830
2007-12-01 30.48924653133850
2008-01-01 30.40960607456000
2008-02-01 30.49426811078920
2008-03-01 30.57712568011300
2008-04-01 29.80737542046790
2008-05-01 29.79898304899180
2008-06-01 29.81342726921330
2008-07-01 29.81691284134230
2008-08-01 29.64949210876680
2008-09-01 29.72018216901090
2008-10-01 29.37949607648700
2008-11-01 28.92365149366310
2008-12-01 28.68280659459200
2009-01-01 28.57303467279710
2009-02-01 28.31302511548880
2009-03-01 28.31658393627810
2009-04-01 28.27840170963630
2009-05-01 28.12570539451470
2009-06-01 27.58547808392340
2009-07-01 27.46693668319580
2009-08-01 26.98941168777170
2009-09-01 26.26518492930600
2009-10-01 26.70064099468640
2009-11-01 26.58837378568410
2009-12-01 26.66907059778640
2010-01-01 26.70250436303050
2010-02-01 26.63111322827320
2010-03-01 26.40477873351180
2010-04-01 25.12967336161860
2010-05-01 25.63586330077150
2010-06-01 26.19218359536730
2010-07-01 25.40634378338730
2010-08-01 25.49852936989780
2010-09-01 25.55570134689750
2010-10-01 25.42999430429330
2010-11-01 25.16827686668450
2010-12-01 25.12665602914740
2011-01-01 23.82179453238300
2011-02-01 23.74474381650170
2011-03-01 23.97966752475090
2011-04-01 24.29459176411840
2011-05-01 24.44294946377740
2011-06-01 24.70389806637120
2011-07-01 24.45957825287770
2011-08-01 24.47605074917170
2011-09-01 24.54834899583650
2011-10-01 24.58177778005070
2011-11-01 24.75459362219040
2011-12-01 24.58099265128550
2012-01-01 24.54034811152600
2012-02-01 24.66099084530090
2012-03-01 24.75378992409360
2012-04-01 25.06499044738250
2012-05-01 25.14835385279810
2012-06-01 25.28840384322440
2012-07-01 25.82678009325170
2012-08-01 25.81630456413490
2012-09-01 25.83554082697310
2012-10-01 26.07949239482250
2012-11-01 26.24608027813560
2012-12-01 25.83433986688750
2013-01-01 26.58017496702740
2013-02-01 26.96987242636110
2013-03-01 26.99879370293120
2013-04-01 26.16143897102250
2013-05-01 25.95137490262950
2013-06-01 25.66978579453040
2013-07-01 25.70218551950340
2013-08-01 25.63343274498440
2013-09-01 25.57328144329170
2013-10-01 25.79555042472820
2013-11-01 25.54499989369900
2013-12-01 25.91453447339690
2014-01-01 26.12846928230910
2014-02-01 26.27889212762290
2014-03-01 26.73884454280610
2014-04-01 27.38551178473700
2014-05-01 27.35958740994340
2014-06-01 27.21808905067410
2014-07-01 27.29723775166100
2014-08-01 27.14365929352780
2014-09-01 27.16216247960090
2014-10-01 27.40531434599700
2014-11-01 27.53558973232610
2014-12-01 27.81204115120000
2015-01-01 27.80035973409580
2015-02-01 27.59863744641350
2015-03-01 27.38040370024950
2015-04-01 27.33413359028430
2015-05-01 26.98370799168880
2015-06-01 27.33800195999300
2015-07-01 27.40039942556600
2015-08-01 27.77422998961440
2015-09-01 27.60372958212320
2015-10-01 27.39988065735670
2015-11-01 27.79275101415650
2015-12-01 27.70648735161490
2016-01-01 27.69364594096490
2016-02-01 28.02531013392470
2016-03-01 28.22806695524350
2016-04-01 28.51251930044670
2016-05-01 28.74313498046140
2016-06-01 28.52927984452200
2016-07-01 28.70844147003790
2016-08-01 29.02922382063360
2016-09-01 29.12126502085400
2016-10-01 28.96779657141360
2016-11-01 28.92214378855000
2016-12-01 28.89484445550740
2017-01-01 29.31151756403030
2017-02-01 29.44576429813240
2017-03-01 29.58217819692280
2017-04-01 29.69824115246650
2017-05-01 29.99716488570480
2017-06-01 30.23058906534490
2017-07-01 30.10981523991140
2017-08-01 30.13133585149270
2017-09-01 29.54927610579950
2017-10-01 30.59568538131240
2017-11-01 30.15149567919310
2017-12-01 30.19344912243020
2018-01-01 30.32261742902780
2018-02-01 29.83333932302160
2018-03-01 29.91394340857910
2018-04-01 30.78747915817510
2018-05-01 30.85174897754410
2018-06-01 31.33925639317030
2018-07-01 31.82918794684610
2018-08-01 31.66743179549800
2018-09-01 31.89278629341260
2018-10-01 31.88259136955970
2018-11-01 32.29991857590980
2018-12-01 32.50701325889880
2019-01-01 32.23637205507900
2019-02-01 32.20297895235700
2019-03-01 32.45110769190220
2019-04-01 32.14246669544210
2019-05-01 32.17408647979850
2019-06-01 32.16644241234980
2019-07-01 32.44599893143230
2019-08-01 32.51512506101830
2019-09-01 32.64208136027140
2019-10-01 32.66226626361920
2019-11-01 32.77478813960660
2019-12-01 33.04829334709920
2020-01-01 33.06003820557280
2020-02-01 33.17989819099900
2020-03-01 33.18259155701060
2020-04-01 31.35515950737730
2020-05-01 31.87177051279890
2020-06-01 32.29701927537610
2020-07-01 32.05317047154560
2020-08-01 32.72539339267550
2020-09-01 33.10062474132040
2020-10-01 33.85493309501250
2020-11-01 34.16324334469590
2020-12-01 34.42773258063580
2021-01-01 34.91866983615660
2021-02-01 35.28397450434540
2021-03-01 35.45456067092710
2021-04-01 35.31700800408550
2021-05-01 35.21491020986790
2021-06-01 34.70104519091660
2021-07-01 34.93955329471320
2021-08-01 35.30303744955850
2021-09-01 35.65274227746920
2021-10-01 36.25893422061870
2021-11-01 36.18815077502150
2021-12-01 35.95077187105940
2022-01-01 36.71018390172790
2022-02-01 37.12315952968220
2022-03-01 37.22581864199550
2022-04-01 37.45424954489730
2022-05-01 37.73515858716350
2022-06-01 37.85542667937190
2022-07-01 38.40653764855280
2022-08-01 38.63679243143470
2022-09-01 38.92343358339520
2022-10-01 38.79697735759390
2022-11-01 38.43371393426990
2022-12-01 38.77321124474550
2023-01-01 39.01959325051550
2023-02-01 38.99197432325160
2023-03-01 39.20712433889400
2023-04-01 39.38166891255530
2023-05-01 39.45350686263550
2023-06-01 39.38031556395600
2023-07-01 39.44217907957160
2023-08-01 39.35803944446780
2023-09-01 39.09863241193290
2023-10-01 39.37228681650760
2023-11-01 39.69661279460400
2023-12-01 39.56804744623490
2024-01-01 39.52404675676120
2024-02-01 39.47376823647490
2024-03-01 39.45501441941390
2024-04-01 39.82520387640510
2024-05-01 39.78900239470920
2024-06-01 39.80291341076850
2024-07-01 39.07515784988250
2024-08-01 39.37944367538110
2024-09-01 39.60655516128410
2024-10-01 39.47567897672150
2024-11-01 39.14276947554500
2024-12-01 39.02176080928120
2025-01-01 38.79738147872230
2025-02-01 38.93528720805840
2025-03-01 38.89436468009320
2025-04-01 38.79175968068880
2025-05-01 38.74368613322870
2025-06-01 38.83645185876140
2025-07-01 39.22728473108040
2025-08-01 38.63878446236340
2025-09-01 38.11634490093340
2025-10-01 37.97628946424940
2025-11-01 37.78043036642460

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