Federal Reserve Economic Data

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

Title All Employees: Other Services in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412SRVO
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 4.56562418752358
1990-02-01 4.54989529878178
1990-03-01 4.56119859347373
1990-04-01 4.57753963531046
1990-05-01 4.61314966899881
1990-06-01 4.70641430252490
1990-07-01 4.62657200889565
1990-08-01 4.63122741191613
1990-09-01 4.55909009222149
1990-10-01 4.71500761469570
1990-11-01 4.61527997587765
1990-12-01 4.57497323209337
1991-01-01 4.56992041743520
1991-02-01 4.65636560811031
1991-03-01 4.66216336822622
1991-04-01 4.57460431751613
1991-05-01 4.61261246534395
1991-06-01 4.60391790838211
1991-07-01 4.62324283420713
1991-08-01 4.62837354157895
1991-09-01 4.65543251431605
1991-10-01 4.71612860728188
1991-11-01 4.81745930474627
1991-12-01 4.67258334214188
1992-01-01 4.77765494242248
1992-02-01 4.76567752912374
1992-03-01 4.76531918577901
1992-04-01 4.77093488951508
1992-05-01 4.70696609564105
1992-06-01 4.70065137482646
1992-07-01 4.72114471651695
1992-08-01 4.72273970070668
1992-09-01 4.74577183404482
1992-10-01 4.72086953100071
1992-11-01 4.72100735474208
1992-12-01 4.76535610913112
1993-01-01 4.79106595835839
1993-02-01 4.78143325621066
1993-03-01 4.76964585163373
1993-04-01 4.86902699760080
1993-05-01 4.90370956628965
1993-06-01 4.89449399182082
1993-07-01 4.91856054257338
1993-08-01 4.91025456201579
1993-09-01 4.82981262552767
1993-10-01 4.92602197968210
1993-11-01 5.02809164676848
1993-12-01 4.95796048808542
1994-01-01 4.90979823288408
1994-02-01 4.89817759694684
1994-03-01 4.97951656570755
1994-04-01 4.97371363347229
1994-05-01 4.89211360104082
1994-06-01 4.98586142631284
1994-07-01 5.01591215471644
1994-08-01 4.99292358653742
1994-09-01 5.01273910452401
1994-10-01 5.02793989966703
1994-11-01 5.03010969525436
1994-12-01 5.05640755581986
1995-01-01 5.13168883205904
1995-02-01 5.21969393026179
1995-03-01 5.08695603679013
1995-04-01 5.18170362781409
1995-05-01 5.28683244738030
1995-06-01 5.36957022008688
1995-07-01 5.20946705317858
1995-08-01 5.27262247902702
1995-09-01 5.29303335627836
1995-10-01 5.33083255946378
1995-11-01 5.42953154242832
1995-12-01 5.56581723110160
1996-01-01 5.55888145237394
1996-02-01 5.63512825072529
1996-03-01 5.69173435668079
1996-04-01 5.69515833833426
1996-05-01 5.67566941843259
1996-06-01 5.55295450232745
1996-07-01 5.70435945487306
1996-08-01 5.75393282600612
1996-09-01 5.67347205993551
1996-10-01 5.63298121678011
1996-11-01 5.52322548255836
1996-12-01 5.48445183771344
1997-01-01 5.37853710794272
1997-02-01 5.34352269402084
1997-03-01 5.29319188916809
1997-04-01 5.30625466530246
1997-05-01 5.37554537888241
1997-06-01 5.33738688240336
1997-07-01 5.39575089000504
1997-08-01 5.45023014422293
1997-09-01 5.45540409419749
1997-10-01 5.53419990587548
1997-11-01 5.51449492474790
1997-12-01 5.50735178427600
1998-01-01 5.59923723534384
1998-02-01 5.54774899412987
1998-03-01 5.59788901478601
1998-04-01 5.61482322519627
1998-05-01 5.56461613706370
1998-06-01 5.62020625774153
1998-07-01 5.59238348265558
1998-08-01 5.54972514063086
1998-09-01 5.54349103504723
1998-10-01 5.43630512478881
1998-11-01 5.50389888460066
1998-12-01 5.42892554115012
1999-01-01 5.40006292943777
1999-02-01 5.54790740405692
1999-03-01 5.40250193833123
1999-04-01 5.21506111005407
1999-05-01 5.26180794236912
1999-06-01 5.21161661529406
1999-07-01 5.19232997434825
1999-08-01 5.16533582466789
1999-09-01 5.14503008888383
1999-10-01 5.13964627297320
1999-11-01 5.09177132595884
1999-12-01 5.14107428856628
2000-01-01 5.08827354235034
2000-02-01 5.13576567152451
2000-03-01 5.00483387755697
2000-04-01 5.21655903927210
2000-05-01 5.45174103498730
2000-06-01 5.40819067337698
2000-07-01 5.39954354656109
2000-08-01 5.37981838103551
2000-09-01 5.44708603054503
2000-10-01 5.44285341617400
2000-11-01 5.58269262872632
2000-12-01 5.44411789933109
2001-01-01 5.07391868992161
2001-02-01 5.12465879356427
2001-03-01 5.10435653073747
2001-04-01 5.11666948988353
2001-05-01 5.15277501670044
2001-06-01 5.12178591009545
2001-07-01 5.10958799478867
2001-08-01 5.19843391391840
2001-09-01 5.15672453860605
2001-10-01 5.13750119801827
2001-11-01 5.17519378301820
2001-12-01 5.13157353317994
2002-01-01 5.26188795897053
2002-02-01 5.21081155007740
2002-03-01 5.20039377132087
2002-04-01 5.32516843226103
2002-05-01 5.35187724480289
2002-06-01 5.43726579812077
2002-07-01 5.42417732681089
2002-08-01 5.40847889698880
2002-09-01 5.46105097543607
2002-10-01 5.53041840001300
2002-11-01 5.56955393268950
2002-12-01 5.62186584221251
2003-01-01 5.54686172269426
2003-02-01 5.49922075674715
2003-03-01 5.49418922898939
2003-04-01 5.53563496329576
2003-05-01 5.25947879491318
2003-06-01 5.35382952568455
2003-07-01 5.43634149650198
2003-08-01 5.41596410108253
2003-09-01 5.46897509568409
2003-10-01 5.51935239022378
2003-11-01 5.46710361869861
2003-12-01 5.60347307552348
2004-01-01 5.84304569403488
2004-02-01 5.79081043877976
2004-03-01 5.87997770000863
2004-04-01 5.95250854568240
2004-05-01 5.96253806138709
2004-06-01 5.96220486259562
2004-07-01 6.05074667809386
2004-08-01 6.12023648591591
2004-09-01 6.17273777388502
2004-10-01 6.09958519248890
2004-11-01 6.26599780185577
2004-12-01 6.28978493243515
2005-01-01 6.45391442500569
2005-02-01 6.38824215502454
2005-03-01 6.26737723242472
2005-04-01 6.46620784250538
2005-05-01 6.66125828146763
2005-06-01 6.86236865725796
2005-07-01 6.96387528460063
2005-08-01 7.12276138255135
2005-09-01 7.27413895734909
2005-10-01 7.37213901016878
2005-11-01 7.46151446289768
2005-12-01 7.58037686262598
2006-01-01 7.68361408818056
2006-02-01 7.69470802865304
2006-03-01 7.65863185792505
2006-04-01 7.58328583359666
2006-05-01 7.35030660617986
2006-06-01 7.45931339088044
2006-07-01 7.36548880399243
2006-08-01 7.31570000037026
2006-09-01 7.17663751078715
2006-10-01 7.14961693378939
2006-11-01 7.06459941596509
2006-12-01 7.09071787404938
2007-01-01 6.99226119899507
2007-02-01 6.91367970044698
2007-03-01 7.07018948405928
2007-04-01 6.96573098735148
2007-05-01 6.93962299565921
2007-06-01 6.96132816222658
2007-07-01 6.85406126781843
2007-08-01 6.80848902234389
2007-09-01 6.77895845474158
2007-10-01 6.83476820928609
2007-11-01 6.76543967103434
2007-12-01 6.70188005874272
2008-01-01 6.60223167670033
2008-02-01 6.63688335792644
2008-03-01 6.58390548496802
2008-04-01 6.54500160892575
2008-05-01 6.52550482857312
2008-06-01 6.46485920359822
2008-07-01 6.54020927603304
2008-08-01 6.41032342180793
2008-09-01 6.37800070419417
2008-10-01 6.33096369868364
2008-11-01 6.26722280507287
2008-12-01 6.21158581792480
2009-01-01 6.20793363193289
2009-02-01 6.15326680400207
2009-03-01 6.09929679365127
2009-04-01 6.11409445092268
2009-05-01 6.11312090640796
2009-06-01 6.06630794314957
2009-07-01 6.13430796010077
2009-08-01 6.11745758242750
2009-09-01 6.07265487772456
2009-10-01 6.04126904726836
2009-11-01 6.07140984276507
2009-12-01 6.01651179910187
2010-01-01 6.00340124493242
2010-02-01 5.95962561767583
2010-03-01 6.01380897007230
2010-04-01 6.08573347436074
2010-05-01 5.90379359522282
2010-06-01 5.86202123583256
2010-07-01 5.83593999223795
2010-08-01 5.82820043515348
2010-09-01 5.77658864667904
2010-10-01 5.75916578435160
2010-11-01 5.68183909640641
2010-12-01 5.61274023148094
2011-01-01 5.58540324478390
2011-02-01 5.55108453897952
2011-03-01 5.51438907925141
2011-04-01 5.46274924026851
2011-05-01 5.50835613445884
2011-06-01 5.45598681336887
2011-07-01 5.54797641358434
2011-08-01 5.43905715454182
2011-09-01 5.48973501211321
2011-10-01 5.47559820927019
2011-11-01 5.49432536184508
2011-12-01 5.50732486820638
2012-01-01 5.36514832460845
2012-02-01 5.43449089450305
2012-03-01 5.40287000653923
2012-04-01 5.54611949008583
2012-05-01 5.51493360537359
2012-06-01 5.55181999659635
2012-07-01 5.46010437579386
2012-08-01 5.45383267829250
2012-09-01 5.50693397014111
2012-10-01 5.38628128326192
2012-11-01 5.40358499015970
2012-12-01 5.39468956661854
2013-01-01 5.45153966708042
2013-02-01 5.41948057675285
2013-03-01 5.38795439683963
2013-04-01 5.43470562542942
2013-05-01 5.42638738877975
2013-06-01 5.45489994472790
2013-07-01 5.47544441028746
2013-08-01 5.56429550958047
2013-09-01 5.52088147877335
2013-10-01 5.69129178931727
2013-11-01 5.70716550303281
2013-12-01 5.68317039951153
2014-01-01 6.04578720793522
2014-02-01 6.10755914457650
2014-03-01 6.06577594619690
2014-04-01 5.82879677961250
2014-05-01 5.83684169066655
2014-06-01 5.86820077029900
2014-07-01 5.78000660565876
2014-08-01 5.76431367581970
2014-09-01 5.73498660991752
2014-10-01 5.79244406493858
2014-11-01 5.80279247367034
2014-12-01 5.77223049638821
2015-01-01 5.84257249067767
2015-02-01 5.90170873256579
2015-03-01 5.95148059833657
2015-04-01 5.93477315967763
2015-05-01 5.94857524170822
2015-06-01 5.98230348042831
2015-07-01 6.08102957254882
2015-08-01 6.05638539529870
2015-09-01 6.14465688314433
2015-10-01 6.08633489965714
2015-11-01 6.09249866942479
2015-12-01 6.17204697644561
2016-01-01 6.15389595254679
2016-02-01 6.09778414856538
2016-03-01 6.13911068380853
2016-04-01 6.24626841255140
2016-05-01 6.25617852376224
2016-06-01 6.20040493218502
2016-07-01 6.16039145072515
2016-08-01 6.24545879470836
2016-09-01 6.24447776036660
2016-10-01 6.28375038553530
2016-11-01 6.27931885186608
2016-12-01 6.27463608131864
2017-01-01 6.16679008205706
2017-02-01 6.20011696587861
2017-03-01 6.24676575855177
2017-04-01 6.15836513078590
2017-05-01 6.15993330336692
2017-06-01 6.20548311661823
2017-07-01 6.33988289218436
2017-08-01 6.43369792624229
2017-09-01 6.33579350044993
2017-10-01 6.37968540088524
2017-11-01 6.47444886108615
2017-12-01 6.48951097661587
2018-01-01 6.68465622972036
2018-02-01 6.60217474546317
2018-03-01 6.55483370210134
2018-04-01 6.66095488012587
2018-05-01 6.76392708325413
2018-06-01 6.80400360039908
2018-07-01 6.70826178202505
2018-08-01 6.82659907576388
2018-09-01 6.83523046367240
2018-10-01 6.87324789815555
2018-11-01 6.87924759125836
2018-12-01 6.90441584662961
2019-01-01 6.99374112381683
2019-02-01 7.10661951274651
2019-03-01 7.16855881358923
2019-04-01 7.15890267512163
2019-05-01 7.16156274397353
2019-06-01 7.08739407440516
2019-07-01 7.18958812489678
2019-08-01 7.12079738967183
2019-09-01 7.13290822194495
2019-10-01 7.06760212603950
2019-11-01 7.29221842721901
2019-12-01 7.22290743595071
2020-01-01 7.20169741810780
2020-02-01 7.21291094481916
2020-03-01 7.17685458480170
2020-04-01 6.05812552780204
2020-05-01 6.46060820477099
2020-06-01 6.77759536700858
2020-07-01 6.77822485332995
2020-08-01 6.81722314795786
2020-09-01 6.92737528855031
2020-10-01 6.97070818666151
2020-11-01 6.90636425293452
2020-12-01 6.92706488623721
2021-01-01 7.10365001110915
2021-02-01 7.12414652800237
2021-03-01 7.18444295246453
2021-04-01 7.33922822323147
2021-05-01 7.24231801371318
2021-06-01 7.36210485033210
2021-07-01 7.38042694684118
2021-08-01 7.31632120146109
2021-09-01 7.32363439758457
2021-10-01 7.47397764419627
2021-11-01 7.41944745762051
2021-12-01 7.53171184343229
2022-01-01 7.51362459867416
2022-02-01 7.53646677715178
2022-03-01 7.57858529640566
2022-04-01 7.62621136548340
2022-05-01 7.72759249738500
2022-06-01 7.65038751707780
2022-07-01 7.58676917627502
2022-08-01 7.71870901569687
2022-09-01 7.72799400771837
2022-10-01 7.68407634728628
2022-11-01 7.82701756965607
2022-12-01 7.82869458236062
2023-01-01 7.81583969095958
2023-02-01 7.84192205648533
2023-03-01 7.87116378970883
2023-04-01 7.92097616290387
2023-05-01 8.01347370657797
2023-06-01 7.93832990643655
2023-07-01 8.00131666917234
2023-08-01 8.12058674797256
2023-09-01 8.13249073729608
2023-10-01 8.10035668812296
2023-11-01 8.02720174962599
2023-12-01 8.02745886063974
2024-01-01 8.01320030129526
2024-02-01 8.04042982264832
2024-03-01 8.05948930369162
2024-04-01 8.01976049357670
2024-05-01 8.00676193568940
2024-06-01 8.03743847357248
2024-07-01 8.01168782533189
2024-08-01 7.92194454066449
2024-09-01 7.93489568591661
2024-10-01 7.81504625301380
2024-11-01 8.02326288163586
2024-12-01 8.02468681988037
2025-01-01 8.20868128208008
2025-02-01 8.03347119021765
2025-03-01 8.05147234166115
2025-04-01 8.02585310036197
2025-05-01 8.00881497143233
2025-06-01 8.03705082724318
2025-07-01 8.01233975835698
2025-08-01 8.02556992627994
2025-09-01 8.03642781138908

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