Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Private Education and Health Services in Lakeland-Winter Haven, FL (MSA)

Title All Employees: Education and Health Services: Private Education and Health Services in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412EDUH
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 9:53 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 17.4795409075545
1990-02-01 17.2721612013404
1990-03-01 17.1722986081700
1990-04-01 16.9542935391549
1990-05-01 17.0037923714379
1990-06-01 17.2847149009385
1990-07-01 16.8569971873971
1990-08-01 16.9277313710056
1990-09-01 17.0389818545276
1990-10-01 17.0163759753806
1990-11-01 17.1512845106698
1990-12-01 17.1390808664490
1991-01-01 17.1752071663268
1991-02-01 17.2662319622231
1991-03-01 17.2730167795295
1991-04-01 17.2488450474350
1991-05-01 17.3159818184022
1991-06-01 17.2819946632547
1991-07-01 17.3684334383657
1991-08-01 17.3369611469217
1991-09-01 17.1432738015764
1991-10-01 17.4027436935792
1991-11-01 17.3602281158258
1991-12-01 17.3365891585910
1992-01-01 17.1658058217843
1992-02-01 17.1583216807224
1992-03-01 17.1782433822783
1992-04-01 17.9388819830527
1992-05-01 17.9356667939127
1992-06-01 17.8895735999894
1992-07-01 17.8832324669980
1992-08-01 17.9379579828828
1992-09-01 17.8566329937346
1992-10-01 17.6783436559418
1992-11-01 17.5673680590888
1992-12-01 17.7265596934932
1993-01-01 17.8561428705190
1993-02-01 17.8467065895443
1993-03-01 17.8723287874880
1993-04-01 18.0388538185012
1993-05-01 18.0588472930055
1993-06-01 18.2985131217592
1993-07-01 18.1948246070079
1993-08-01 18.1268782059452
1993-09-01 18.1753512855150
1993-10-01 18.9505350247789
1993-11-01 18.9649188937085
1993-12-01 19.0017696417491
1994-01-01 19.0363808804432
1994-02-01 19.1399340905430
1994-03-01 19.2627496425938
1994-04-01 19.0419076200656
1994-05-01 18.8792808023845
1994-06-01 19.0119768200770
1994-07-01 19.6290463522399
1994-08-01 19.6300167849318
1994-09-01 19.7990105510955
1994-10-01 19.2217537783166
1994-11-01 19.0635740610822
1994-12-01 19.1822698174066
1995-01-01 19.3237598167255
1995-02-01 19.3461404186332
1995-03-01 19.3570294622477
1995-04-01 19.4561798327384
1995-05-01 19.4921193292549
1995-06-01 19.5224228633021
1995-07-01 19.4267583083583
1995-08-01 19.7171596565954
1995-09-01 19.6305627369965
1995-10-01 19.8005912697157
1995-11-01 19.9519038617221
1995-12-01 20.1597593082898
1996-01-01 19.8134464701301
1996-02-01 19.8510343400595
1996-03-01 19.9452220988814
1996-04-01 19.8705130507841
1996-05-01 19.9877073376929
1996-06-01 20.0316305987729
1996-07-01 20.2482545010190
1996-08-01 20.2046138450681
1996-09-01 20.2674589170567
1996-10-01 19.9898479568773
1996-11-01 20.2365155915425
1996-12-01 20.3562415428659
1997-01-01 20.3201059412594
1997-02-01 20.1513452184927
1997-03-01 20.3308848744287
1997-04-01 20.3743308923208
1997-05-01 20.4755987775062
1997-06-01 20.7354400020954
1997-07-01 20.5593797144501
1997-08-01 20.5986094373905
1997-09-01 20.6872808433076
1997-10-01 20.7916713043041
1997-11-01 20.8254763617634
1997-12-01 20.9666915745884
1998-01-01 21.0245357822751
1998-02-01 21.0453175817519
1998-03-01 21.0182505993282
1998-04-01 21.0626825364232
1998-05-01 21.0511393434728
1998-06-01 20.8187492816719
1998-07-01 21.0876405836945
1998-08-01 21.1074721573792
1998-09-01 20.8987609570998
1998-10-01 21.0883760223470
1998-11-01 21.2212920166682
1998-12-01 21.1976439148080
1999-01-01 21.2366808355299
1999-02-01 21.3369845640276
1999-03-01 21.4097554752377
1999-04-01 21.3291534156621
1999-05-01 21.2318885153633
1999-06-01 21.5132535758973
1999-07-01 22.0313545663610
1999-08-01 21.7322842199192
1999-09-01 21.6916109800600
1999-10-01 21.7720281541560
1999-11-01 21.8187707672065
1999-12-01 21.9322377514060
2000-01-01 22.0380462627431
2000-02-01 22.2320327210263
2000-03-01 22.1045439450553
2000-04-01 22.5801644820471
2000-05-01 22.5110596840339
2000-06-01 22.7240887143018
2000-07-01 22.6850527457595
2000-08-01 22.7544675164027
2000-09-01 22.9828293296439
2000-10-01 22.9440322862989
2000-11-01 23.1054564799511
2000-12-01 23.1610419484692
2001-01-01 23.2322264164077
2001-02-01 23.2283629733225
2001-03-01 23.1917700777410
2001-04-01 23.1315768219786
2001-05-01 23.3046324771943
2001-06-01 23.2480705199499
2001-07-01 23.0245574061377
2001-08-01 22.9680229719840
2001-09-01 22.9652429492143
2001-10-01 23.1309552909381
2001-11-01 23.0007972814624
2001-12-01 22.9835788541119
2002-01-01 22.1247369790861
2002-02-01 22.2402157599150
2002-03-01 22.7955768604879
2002-04-01 22.5983615701627
2002-05-01 22.5981532971167
2002-06-01 22.6713623465799
2002-07-01 22.9522060147194
2002-08-01 22.9699982583220
2002-09-01 23.1499302937765
2002-10-01 23.2235277890159
2002-11-01 23.2019738901812
2002-12-01 23.1978671080354
2003-01-01 22.5075006539958
2003-02-01 22.4325184265690
2003-03-01 22.4919343459867
2003-04-01 22.8690639851470
2003-05-01 23.0027940996374
2003-06-01 23.1101188751813
2003-07-01 23.1703607546869
2003-08-01 23.4751853508902
2003-09-01 23.5393077014997
2003-10-01 23.7254991091577
2003-11-01 23.8931099495261
2003-12-01 24.0077245343348
2004-01-01 24.1905661228825
2004-02-01 24.2064330450545
2004-03-01 24.3742118932480
2004-04-01 24.0398570268759
2004-05-01 24.0021527947074
2004-06-01 24.1415249212403
2004-07-01 24.5080904959861
2004-08-01 24.3843485506421
2004-09-01 24.2442521226232
2004-10-01 24.6235063212119
2004-11-01 24.8875484415750
2004-12-01 25.1140244447385
2005-01-01 25.1914972485581
2005-02-01 25.4717028293688
2005-03-01 25.5570917118670
2005-04-01 25.8221005153213
2005-05-01 25.8115550021126
2005-06-01 25.7567167479918
2005-07-01 25.9255611105264
2005-08-01 26.1173350872232
2005-09-01 26.2480665362958
2005-10-01 26.1202969454348
2005-11-01 26.0684644429354
2005-12-01 26.2093115363521
2006-01-01 26.5225467921988
2006-02-01 26.5427756925600
2006-03-01 26.6506397211229
2006-04-01 26.6221052581235
2006-05-01 26.8105227984765
2006-06-01 26.9477551941028
2006-07-01 26.9199326166888
2006-08-01 27.0514018800027
2006-09-01 27.1649867473079
2006-10-01 27.2034993071842
2006-11-01 27.3393050848963
2006-12-01 27.2950684547353
2007-01-01 27.4745182314396
2007-02-01 27.5292063263797
2007-03-01 27.6360749240024
2007-04-01 28.1303071864125
2007-05-01 28.1091674643551
2007-06-01 28.4469307438015
2007-07-01 28.4086202596265
2007-08-01 28.4035050589250
2007-09-01 28.4886886496897
2007-10-01 28.8646259312303
2007-11-01 28.8805250919827
2007-12-01 29.1684595907009
2008-01-01 29.2388708910355
2008-02-01 29.4290692298071
2008-03-01 29.4297624335096
2008-04-01 29.4279936327093
2008-05-01 29.2968399309635
2008-06-01 29.5522746707759
2008-07-01 29.5946202528207
2008-08-01 29.5583406602563
2008-09-01 29.5229774779197
2008-10-01 29.2300580631690
2008-11-01 29.2216046686652
2008-12-01 29.4330948990300
2009-01-01 28.9893510418230
2009-02-01 29.0578751360816
2009-03-01 29.0324946909355
2009-04-01 28.9488149037176
2009-05-01 28.9922624267580
2009-06-01 29.0556181685416
2009-07-01 28.9551216966878
2009-08-01 28.9803713480640
2009-09-01 28.9506012422737
2009-10-01 29.0024428689131
2009-11-01 29.0652789528157
2009-12-01 29.2004761810074
2010-01-01 28.6152375469898
2010-02-01 28.9850608344899
2010-03-01 29.0413277988628
2010-04-01 28.9517390765633
2010-05-01 29.0811585947836
2010-06-01 28.9765694935318
2010-07-01 29.2702257704222
2010-08-01 29.2063192343091
2010-09-01 29.2659165924708
2010-10-01 29.5701745936973
2010-11-01 29.5154122932671
2010-12-01 29.4643844983412
2011-01-01 29.5154606757776
2011-02-01 29.6070960898577
2011-03-01 29.5477493861498
2011-04-01 29.8544777261991
2011-05-01 30.0690711371403
2011-06-01 29.8081767638473
2011-07-01 29.8076777974711
2011-08-01 29.5161743538791
2011-09-01 29.6708340380747
2011-10-01 29.4464470063104
2011-11-01 29.5938837327236
2011-12-01 29.5536455674374
2012-01-01 29.3861292253473
2012-02-01 29.3250532260029
2012-03-01 29.3744763357774
2012-04-01 29.2664184163931
2012-05-01 29.1622852043087
2012-06-01 29.2055238709064
2012-07-01 29.1111566542387
2012-08-01 29.2014736538660
2012-09-01 29.1619377322353
2012-10-01 29.3453858168686
2012-11-01 29.3016062321832
2012-12-01 29.3520139647594
2013-01-01 29.5613682948800
2013-02-01 29.5265531333688
2013-03-01 29.5936312463052
2013-04-01 29.6744826930373
2013-05-01 29.7715216833978
2013-06-01 29.7013027971970
2013-07-01 29.7239920390861
2013-08-01 29.8756590643662
2013-09-01 30.0547671213310
2013-10-01 30.3482309373402
2013-11-01 30.2208898601432
2013-12-01 30.2647041657481
2014-01-01 30.0325568709153
2014-02-01 30.0131572833828
2014-03-01 30.0132084565857
2014-04-01 30.0845552878332
2014-05-01 30.1893379110165
2014-06-01 30.1817510126223
2014-07-01 30.1040917181079
2014-08-01 30.2237260305598
2014-09-01 30.4499111783289
2014-10-01 30.2844651776640
2014-11-01 30.1709236209110
2014-12-01 30.3838043595024
2015-01-01 30.7222614047412
2015-02-01 30.6943345564543
2015-03-01 30.7204739358208
2015-04-01 30.4053456372147
2015-05-01 30.7190893536214
2015-06-01 30.7526944860768
2015-07-01 30.8579405467179
2015-08-01 30.8694848787123
2015-09-01 31.1587971459756
2015-10-01 30.8128735171259
2015-11-01 31.1120647954659
2015-12-01 31.0084235262966
2016-01-01 31.0093384781048
2016-02-01 31.1768820649034
2016-03-01 31.2298827600033
2016-04-01 31.3314486676331
2016-05-01 31.2589748689622
2016-06-01 31.2102414725237
2016-07-01 31.2976796838566
2016-08-01 31.3176226239386
2016-09-01 31.2658392283860
2016-10-01 31.3495455265470
2016-11-01 31.3389273116692
2016-12-01 31.5112788354297
2017-01-01 31.7148212024466
2017-02-01 31.7662981177545
2017-03-01 31.8344384084053
2017-04-01 32.0735861387909
2017-05-01 32.1066460016414
2017-06-01 32.5718526661967
2017-07-01 32.3561821274662
2017-08-01 32.4822731786507
2017-09-01 31.9848425256044
2017-10-01 32.3555594416187
2017-11-01 32.3450038943898
2017-12-01 32.5969966321936
2018-01-01 32.8110425593399
2018-02-01 33.0565489347607
2018-03-01 33.2419914028348
2018-04-01 33.2238000681428
2018-05-01 33.3535699976136
2018-06-01 33.5404075028013
2018-07-01 33.7384523422667
2018-08-01 33.6629997808727
2018-09-01 33.8014427002432
2018-10-01 33.8393546428466
2018-11-01 33.9225881686382
2018-12-01 33.8636893011331
2019-01-01 33.9173844922469
2019-02-01 33.8514800343801
2019-03-01 33.6619241622212
2019-04-01 33.9705641347216
2019-05-01 34.0835081671366
2019-06-01 34.3374197393106
2019-07-01 34.2285302199908
2019-08-01 34.7545583601628
2019-09-01 34.5920830749457
2019-10-01 34.7190065395605
2019-11-01 34.9946549342740
2019-12-01 35.1412234739651
2020-01-01 35.1143017754997
2020-02-01 35.2403435953634
2020-03-01 35.3818904799371
2020-04-01 33.1012496805034
2020-05-01 33.4810806725865
2020-06-01 33.9616645108245
2020-07-01 34.0345345180023
2020-08-01 34.2367519313442
2020-09-01 34.3516287441644
2020-10-01 34.8134083700294
2020-11-01 34.7785780468736
2020-12-01 35.0345334674501
2021-01-01 35.1199809031051
2021-02-01 35.2447325199011
2021-03-01 35.3063740307808
2021-04-01 35.2026443573031
2021-05-01 35.1639808231724
2021-06-01 35.3392018766369
2021-07-01 35.3667503354690
2021-08-01 35.1223568681069
2021-09-01 35.1996882936284
2021-10-01 35.4085247243239
2021-11-01 35.5697272566088
2021-12-01 35.6365693881962
2022-01-01 35.8235666773177
2022-02-01 36.0520534736451
2022-03-01 36.2223760673924
2022-04-01 36.6837894839367
2022-05-01 36.8223066316291
2022-06-01 36.8274701874616
2022-07-01 37.1990644333315
2022-08-01 37.6222714409679
2022-09-01 37.8491052162968
2022-10-01 37.8026212073798
2022-11-01 38.0473348268502
2022-12-01 38.1288238887373
2023-01-01 38.4343077022151
2023-02-01 38.6576477491225
2023-03-01 38.7268479744391
2023-04-01 38.8523486663554
2023-05-01 39.0748886559454
2023-06-01 39.0164562536969
2023-07-01 39.2252048116905
2023-08-01 39.6224512206123
2023-09-01 40.0047995181642
2023-10-01 40.1020246329019
2023-11-01 40.2318642130208
2023-12-01 40.5286575888992
2024-01-01 40.6433770127753
2024-02-01 40.7707417591211
2024-03-01 41.0255371940359
2024-04-01 41.1294420478144
2024-05-01 41.2249969761801
2024-06-01 41.2802892511452
2024-07-01 41.6588917518014
2024-08-01 41.8336484193045
2024-09-01 41.9795414430650
2024-10-01 42.2997273589673
2024-11-01 41.6213352507265
2024-12-01 42.2188633564597
2025-01-01 42.3551940874466
2025-02-01 42.2898204287171
2025-03-01 42.7209242106597
2025-04-01 43.0156154450723
2025-05-01 43.3947644504172
2025-06-01 43.5231566399564
2025-07-01 43.7802977992375
2025-08-01 43.5441056610670
2025-09-01 43.6754179168949
2025-10-01 43.8882755234325
2025-11-01 44.3003620942913

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