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 |