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 2026-08-01
Last Updated 2026-09-18 12:13 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 17.5456572688
1990-02-01 17.3453684725
1990-03-01 17.1878211799
1990-04-01 16.9601827307
1990-05-01 16.9080588662
1990-06-01 17.1190417903
1990-07-01 16.8433013811
1990-08-01 16.9230895187
1990-09-01 17.1178689073
1990-10-01 17.0250218173
1990-11-01 17.1803779420
1990-12-01 17.1517483015
1991-01-01 17.2359330437
1991-02-01 17.3359937102
1991-03-01 17.2821364105
1991-04-01 17.2647510062
1991-05-01 17.2251714864
1991-06-01 17.1284818764
1991-07-01 17.3361437390
1991-08-01 17.3186906005
1991-09-01 17.2293842496
1991-10-01 17.4230278679
1991-11-01 17.3831057282
1991-12-01 17.3468571964
1992-01-01 17.2140500077
1992-02-01 17.2198818090
1992-03-01 17.1797021723
1992-04-01 17.9643818713
1992-05-01 17.8511290780
1992-06-01 17.7595841747
1992-07-01 17.8338146062
1992-08-01 17.9013751064
1992-09-01 17.9541352098
1992-10-01 17.7116313015
1992-11-01 17.5819857981
1992-12-01 17.7251773510
1993-01-01 17.8942749724
1993-02-01 17.9051164051
1993-03-01 17.8692545518
1993-04-01 18.0763512899
1993-05-01 17.9817833627
1993-06-01 18.2024232984
1993-07-01 18.1385040275
1993-08-01 18.0786500543
1993-09-01 18.2588712580
1993-10-01 19.0105044525
1993-11-01 18.9868938526
1993-12-01 18.9952307352
1994-01-01 19.0630012670
1994-02-01 19.1929543335
1994-03-01 19.2617056104
1994-04-01 19.0795872875
1994-05-01 18.8202098192
1994-06-01 18.9424330671
1994-07-01 19.5559516620
1994-08-01 19.5675801558
1994-09-01 19.8726952281
1994-10-01 19.2976865276
1994-11-01 19.0711782620
1994-12-01 19.1605362039
1995-01-01 19.3418783296
1995-02-01 19.3839612080
1995-03-01 19.3467974869
1995-04-01 19.4939096243
1995-05-01 19.4510083662
1995-06-01 19.4813345178
1995-07-01 19.3773118328
1995-08-01 19.6605640320
1995-09-01 19.6697026604
1995-10-01 19.8893539964
1995-11-01 19.9600800399
1995-12-01 20.1425377095
1996-01-01 19.8233369649
1996-02-01 19.8729785367
1996-03-01 19.9334541782
1996-04-01 19.8908515863
1996-05-01 19.9705081341
1996-06-01 20.0112254134
1996-07-01 20.2107111793
1996-08-01 20.1613385011
1996-09-01 20.2820717408
1996-10-01 20.0633277864
1996-11-01 20.2396851701
1996-12-01 20.3370346499
1997-01-01 20.3245067494
1997-02-01 20.1612843818
1997-03-01 20.3268057268
1997-04-01 20.3750141021
1997-05-01 20.4739629803
1997-06-01 20.7314666383
1997-07-01 20.5451041782
1997-08-01 20.5731675812
1997-09-01 20.6742154898
1997-10-01 20.8447766748
1997-11-01 20.8270673102
1997-12-01 20.9523112760
1998-01-01 21.0236569996
1998-02-01 21.0514346711
1998-03-01 21.0287660259
1998-04-01 21.0486128992
1998-05-01 21.0675429652
1998-06-01 20.8270903995
1998-07-01 21.0944651908
1998-08-01 21.1007715106
1998-09-01 20.8727827126
1998-10-01 21.1024326241
1998-11-01 21.2025605200
1998-12-01 21.1763164143
1999-01-01 21.2372009084
1999-02-01 21.3469281215
1999-03-01 21.4268015818
1999-04-01 21.3261142471
1999-05-01 21.2634743390
1999-06-01 21.5328315356
1999-07-01 22.0347887963
1999-08-01 21.7270474707
1999-09-01 21.6570938095
1999-10-01 21.7532922848
1999-11-01 21.7689575836
1999-12-01 21.9049444356
2000-01-01 22.0568867860
2000-02-01 22.2596559297
2000-03-01 22.1229319935
2000-04-01 22.6035655741
2000-05-01 22.5562008198
2000-06-01 22.7424203189
2000-07-01 22.6870215281
2000-08-01 22.7405537815
2000-09-01 22.9440035190
2000-10-01 22.8987962241
2000-11-01 23.0352063142
2000-12-01 23.1255495177
2001-01-01 23.2744453210
2001-02-01 23.2781222421
2001-03-01 23.2088938946
2001-04-01 23.1802638118
2001-05-01 23.3622141665
2001-06-01 23.2692061965
2001-07-01 23.0214138237
2001-08-01 22.9502666751
2001-09-01 22.9290952153
2001-10-01 23.0681818916
2001-11-01 22.9047800709
2001-12-01 22.9388796707
2002-01-01 22.1802510707
2002-02-01 22.2920698375
2002-03-01 22.7934519607
2002-04-01 22.6528656107
2002-05-01 22.6581906825
2002-06-01 22.7039137178
2002-07-01 22.9557248555
2002-08-01 22.9541703974
2002-09-01 23.1236460793
2002-10-01 23.1566480583
2002-11-01 23.0976261060
2002-12-01 23.1554046112
2003-01-01 22.5675585216
2003-02-01 22.4832831045
2003-03-01 22.4671990406
2003-04-01 22.9249039207
2003-05-01 23.0575227543
2003-06-01 23.1411759205
2003-07-01 23.1749428037
2003-08-01 23.4616962489
2003-09-01 23.5264282495
2003-10-01 23.6671002750
2003-11-01 23.7968740724
2003-12-01 23.9787025811
2004-01-01 24.2543547106
2004-02-01 24.2555160050
2004-03-01 24.3532411149
2004-04-01 24.0897286405
2004-05-01 24.0435771390
2004-06-01 24.1550194900
2004-07-01 24.4927974316
2004-08-01 24.3761902501
2004-09-01 24.2435758546
2004-10-01 24.5832731592
2004-11-01 24.8167850438
2004-12-01 25.1011371811
2005-01-01 25.2419075476
2005-02-01 25.5074417337
2005-03-01 25.5406457967
2005-04-01 25.8626808654
2005-05-01 25.8388454000
2005-06-01 25.7478084550
2005-07-01 25.8947705712
2005-08-01 26.1071234371
2005-09-01 26.2616080572
2005-10-01 26.0993238159
2005-11-01 26.0264457740
2005-12-01 26.2089229836
2006-01-01 26.5572862581
2006-02-01 26.5618348200
2006-03-01 26.6441676124
2006-04-01 26.6426174729
2006-05-01 26.8218719895
2006-06-01 26.9277512223
2006-07-01 26.8964984032
2006-08-01 27.0482106668
2006-09-01 27.1802518576
2006-10-01 27.1978752501
2006-11-01 27.3192103654
2006-12-01 27.3005961804
2007-01-01 27.4928449796
2007-02-01 27.5370508494
2007-03-01 27.6349769348
2007-04-01 28.1479198766
2007-05-01 28.1103813754
2007-06-01 28.4194712241
2007-07-01 28.3800536144
2007-08-01 28.3956740019
2007-09-01 28.5000895903
2007-10-01 28.8739530408
2007-11-01 28.8771611284
2007-12-01 29.1793436187
2008-01-01 29.2487570707
2008-02-01 29.4415121105
2008-03-01 29.4389901357
2008-04-01 29.4469806226
2008-05-01 29.2936819362
2008-06-01 29.5221988681
2008-07-01 29.5653931913
2008-08-01 29.5425090437
2008-09-01 29.5251706917
2008-10-01 29.2423929625
2008-11-01 29.2227200320
2008-12-01 29.4431720089
2009-01-01 28.9945590444
2009-02-01 29.0602522367
2009-03-01 29.0314154659
2009-04-01 28.9543049649
2009-05-01 28.9898012526
2009-06-01 29.0429540157
2009-07-01 28.9549886842
2009-08-01 28.9785356294
2009-09-01 28.9508123866
2009-10-01 29.0094217277
2009-11-01 29.0646577894
2009-12-01 29.2067763875
2010-01-01 28.6186093438
2010-02-01 28.9837566141
2010-03-01 29.0358974237
2010-04-01 28.9511636917
2010-05-01 29.0797594921
2010-06-01 28.9734309871
2010-07-01 29.2709901101
2010-08-01 29.2042825988
2010-09-01 29.2653448572
2010-10-01 29.5821535088
2010-11-01 29.5180113168
2010-12-01 29.4707482104
2011-01-01 29.5144555845
2011-02-01 29.6077232654
2011-03-01 29.5446378587
2011-04-01 29.8565714850
2011-05-01 30.0691662290
2011-06-01 29.8008622074
2011-07-01 29.8008688725
2011-08-01 29.5121007222
2011-09-01 29.6689359504
2011-10-01 29.4567840821
2011-11-01 29.5946109860
2011-12-01 29.5571036392
2012-01-01 29.3851340920
2012-02-01 29.3220692543
2012-03-01 29.3676519421
2012-04-01 29.2623519001
2012-05-01 29.1622173124
2012-06-01 29.2104026654
2012-07-01 29.1264767064
2012-08-01 29.2071562710
2012-09-01 29.1610990206
2012-10-01 29.3517715359
2012-11-01 29.2939891153
2012-12-01 29.3505676263
2013-01-01 29.5600628147
2013-02-01 29.5224614813
2013-03-01 29.5873698304
2013-04-01 29.6720254191
2013-05-01 29.7719925301
2013-06-01 29.7035675688
2013-07-01 29.7301524621
2013-08-01 29.8753705935
2013-09-01 30.0526236533
2013-10-01 30.3620282166
2013-11-01 30.2247582942
2013-12-01 30.2676279024
2014-01-01 30.0306400589
2014-02-01 30.0093085992
2014-03-01 30.0084261556
2014-04-01 30.0826971578
2014-05-01 30.1902757378
2014-06-01 30.1824623638
2014-07-01 30.1085349677
2014-08-01 30.2240529042
2014-09-01 30.4490438870
2014-10-01 30.2913944944
2014-11-01 30.1678345539
2014-12-01 30.3852831454
2015-01-01 30.7205102842
2015-02-01 30.6912427232
2015-03-01 30.7178969617
2015-04-01 30.4030362585
2015-05-01 30.7205494009
2015-06-01 30.7507162921
2015-07-01 30.8573933046
2015-08-01 30.8682448857
2015-09-01 31.1585199041
2015-10-01 30.8181515873
2015-11-01 31.1128958450
2015-12-01 31.0102407206
2016-01-01 31.0084467065
2016-02-01 31.1738488550
2016-03-01 31.2269869242
2016-04-01 31.3323919435
2016-05-01 31.2612459588
2016-06-01 31.2073654032
2016-07-01 31.3036913975
2016-08-01 31.3183698902
2016-09-01 31.2683295538
2016-10-01 31.3505873489
2016-11-01 31.3320352172
2016-12-01 31.5108464004
2017-01-01 31.7156462955
2017-02-01 31.7640139990
2017-03-01 31.8332343994
2017-04-01 32.0741947702
2017-05-01 32.1081351049
2017-06-01 32.5599320131
2017-07-01 32.3596024504
2017-08-01 32.4800689028
2017-09-01 31.9885554314
2017-10-01 32.3572676266
2017-11-01 32.3390114425
2017-12-01 32.5967018576
2018-01-01 32.8136877539
2018-02-01 33.0597543183
2018-03-01 33.2458800502
2018-04-01 33.2229244498
2018-05-01 33.3505335730
2018-06-01 33.5245350845
2018-07-01 33.7347992701
2018-08-01 33.6581445196
2018-09-01 33.8044944254
2018-10-01 33.8491449712
2018-11-01 33.9243681811
2018-12-01 33.8664612367
2019-01-01 33.9214230732
2019-02-01 33.8560113481
2019-03-01 33.6655094387
2019-04-01 33.9631057865
2019-05-01 34.0767753924
2019-06-01 34.3152979833
2019-07-01 34.2317945676
2019-08-01 34.7448304708
2019-09-01 34.6113491125
2019-10-01 34.7312002054
2019-11-01 34.9985226169
2019-12-01 35.1477544432
2020-01-01 35.1190834444
2020-02-01 35.2486520148
2020-03-01 35.3879348937
2020-04-01 33.0890906542
2020-05-01 33.4794818257
2020-06-01 33.9364489768
2020-07-01 34.0524236424
2020-08-01 34.2327393883
2020-09-01 34.4052202997
2020-10-01 34.8155341795
2020-11-01 34.7683303889
2020-12-01 35.0324617581
2021-01-01 35.1246983637
2021-02-01 35.2463687657
2021-03-01 35.3112833005
2021-04-01 35.1868037988
2021-05-01 35.1528226623
2021-06-01 35.2948805364
2021-07-01 35.3783068296
2021-08-01 35.1097322199
2021-09-01 35.2970037568
2021-10-01 35.4060208891
2021-11-01 35.5475329576
2021-12-01 35.6264252186
2022-01-01 35.8326899259
2022-02-01 36.0483677978
2022-03-01 36.2288808922
2022-04-01 36.6654079608
2022-05-01 36.8088244046
2022-06-01 36.7678484728
2022-07-01 37.1928369946
2022-08-01 37.5862210969
2022-09-01 37.9902022424
2022-10-01 37.8130025214
2022-11-01 38.0336813960
2022-12-01 38.1227609293
2023-01-01 38.4463935823
2023-02-01 38.6595607610
2023-03-01 38.7397417604
2023-04-01 38.8332647682
2023-05-01 39.0560823854
2023-06-01 38.9389569087
2023-07-01 39.1904567171
2023-08-01 39.5706596513
2023-09-01 40.1815799336
2023-10-01 40.1326979418
2023-11-01 40.2239012029
2023-12-01 40.5241896225
2024-01-01 40.6598105885
2024-02-01 40.7742960790
2024-03-01 41.0411008155
2024-04-01 41.2104950853
2024-05-01 41.4120007494
2024-06-01 41.3812374806
2024-07-01 41.6789253407
2024-08-01 41.9705312510
2024-09-01 42.3753938476
2024-10-01 42.1528314805
2024-11-01 42.3200460465
2024-12-01 42.3152299027
2025-01-01 42.2729641464
2025-02-01 42.3967853283
2025-03-01 42.4400407204
2025-04-01 42.5952529957
2025-05-01 42.6817596960
2025-06-01 42.7029475116
2025-07-01 42.8574002396
2025-08-01 42.8777378952
2025-09-01 42.8723522689
2025-10-01 42.9681246841
2025-11-01 43.2216885392
2025-12-01 43.6069234000
2026-01-01 43.5849113488
2026-02-01 43.5115352131
2026-03-01 43.9345118852
2026-04-01 44.0898206895
2026-05-01 44.2721243869
2026-06-01 44.4039268508
2026-07-01 44.7312495556
2026-08-01 44.5934978483

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