Federal Reserve Economic Data

Table Data - All Employees: Education and Health Services: Ambulatory Health Care Services in Kentucky

Title All Employees: Education and Health Services: Ambulatory Health Care Services in Kentucky
Series ID SMU21000006562100001SA
Source U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis
Release State and Metro Area Employment, Hours, and Earnings (Not a Press Release)
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 2001-01-01 to 2024-11-01
Last Updated 2024-12-21 5:42 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
2001-01-01 62.051929190366400
2001-02-01 62.259556846180000
2001-03-01 62.382892750899600
2001-04-01 62.904520763672710
2001-05-01 63.032685528487100
2001-06-01 63.256290332019400
2001-07-01 63.534065053268800
2001-08-01 63.408618267822106
2001-09-01 63.449439086146100
2001-10-01 63.826385682734400
2001-11-01 63.849864675773710
2001-12-01 64.016244691335100
2002-01-01 64.275958452284200
2002-02-01 64.474509388147800
2002-03-01 64.683380093961600
2002-04-01 64.811565608896200
2002-05-01 64.921673252100700
2002-06-01 65.156010051399100
2002-07-01 65.227090527995100
2002-08-01 65.499199990872900
2002-09-01 65.843996216813500
2002-10-01 65.931133131373600
2002-11-01 66.251652123160100
2002-12-01 66.403649087975600
2003-01-01 66.405517071394300
2003-02-01 66.386259895848300
2003-03-01 66.362896942618600
2003-04-01 66.317057721008300
2003-05-01 66.506420809108100
2003-06-01 66.564089726228100
2003-07-01 66.230121619423000
2003-08-01 66.805898925756400
2003-09-01 66.843093165701400
2003-10-01 66.424312015494500
2003-11-01 66.250141903231890
2003-12-01 66.183093514187500
2004-01-01 66.332235581831900
2004-02-01 66.490854476306300
2004-03-01 66.741365796919100
2004-04-01 66.825716002565300
2004-05-01 66.889832941364000
2004-06-01 66.980443160036600
2004-07-01 67.130469732695290
2004-08-01 67.428359124498300
2004-09-01 67.446107252851800
2004-10-01 67.693585754558800
2004-11-01 68.043772358061500
2004-12-01 68.344893139535290
2005-01-01 67.858853165382300
2005-02-01 68.311818539148700
2005-03-01 68.338789774252700
2005-04-01 68.433840369357000
2005-05-01 68.687463651661600
2005-06-01 68.702007897265500
2005-07-01 68.839691004048600
2005-08-01 68.756009876767790
2005-09-01 68.851418256660000
2005-10-01 68.636126011458100
2005-11-01 68.603852974718600
2005-12-01 68.784989314097100
2006-01-01 69.179958879822210
2006-02-01 69.446642527494790
2006-03-01 69.676207193236700
2006-04-01 69.854875477822100
2006-05-01 69.799545265887700
2006-06-01 70.230874117820000
2006-07-01 70.039632619321300
2006-08-01 69.882166671933000
2006-09-01 70.055499377699600
2006-10-01 70.746881532784200
2006-11-01 70.848811906512600
2006-12-01 71.100589798996600
2007-01-01 70.994642245300700
2007-02-01 71.304519715897600
2007-03-01 71.534904518374000
2007-04-01 71.584715340017800
2007-05-01 71.836252845931600
2007-06-01 72.361945679934700
2007-07-01 72.143166741069300
2007-08-01 72.291927982268400
2007-09-01 72.350466427033210
2007-10-01 72.444399056777800
2007-11-01 72.575421410214300
2007-12-01 72.694599255376700
2008-01-01 73.024561163133400
2008-02-01 72.980096946940490
2008-03-01 72.895247891992910
2008-04-01 73.131603198559090
2008-05-01 73.283581648406200
2008-06-01 73.387408442886500
2008-07-01 73.438020288688590
2008-08-01 73.485445617723800
2008-09-01 73.737790474035500
2008-10-01 73.752497582862400
2008-11-01 73.928525183548300
2008-12-01 73.818717216680100
2009-01-01 73.942341143195490
2009-02-01 73.834989229652300
2009-03-01 74.133860066582700
2009-04-01 74.370232488950100
2009-05-01 74.527865490183300
2009-06-01 74.599965502039600
2009-07-01 74.841577285259900
2009-08-01 74.968041985188210
2009-09-01 74.917987137890400
2009-10-01 75.305186976040000
2009-11-01 75.601086456445290
2009-12-01 75.458871556199210
2010-01-01 75.167126931057410
2010-02-01 75.067594990813500
2010-03-01 75.133425906118790
2010-04-01 75.195630613996300
2010-05-01 75.359782079281500
2010-06-01 75.500861439533600
2010-07-01 76.140902819049700
2010-08-01 75.947725420922200
2010-09-01 76.103098540247800
2010-10-01 76.311736304677710
2010-11-01 76.416899130146700
2010-12-01 76.545459878991000
2011-01-01 76.484361052152790
2011-02-01 76.454511730623410
2011-03-01 76.300214525646800
2011-04-01 77.006214651125900
2011-05-01 76.868577638444790
2011-06-01 77.094707755555090
2011-07-01 77.253531938280200
2011-08-01 77.332301607986000
2011-09-01 77.989386458927600
2011-10-01 77.762842033975420
2011-11-01 77.756126931163790
2011-12-01 77.752659453648090
2012-01-01 78.298729244294210
2012-02-01 78.713237649106700
2012-03-01 78.951868481943100
2012-04-01 78.998408039079700
2012-05-01 79.163266297632090
2012-06-01 79.297425564925790
2012-07-01 79.057734965245420
2012-08-01 79.311658339295100
2012-09-01 79.497136951806600
2012-10-01 79.439152707888700
2012-11-01 79.598375348295900
2012-12-01 79.793203492859400
2013-01-01 79.787439412102200
2013-02-01 79.726190343483600
2013-03-01 79.905481971836410
2013-04-01 79.573131613969200
2013-05-01 79.423997632608200
2013-06-01 79.517975003000200
2013-07-01 79.478151032791300
2013-08-01 79.506667361636400
2013-09-01 79.508402359527410
2013-10-01 79.522158810184210
2013-11-01 79.630764601153590
2013-12-01 79.560503063878100
2014-01-01 79.556680680471910
2014-02-01 79.640436957512700
2014-03-01 79.664953379316500
2014-04-01 79.831371405980900
2014-05-01 80.099098203927300
2014-06-01 80.152581440452300
2014-07-01 79.985292300848900
2014-08-01 80.400567190333000
2014-09-01 80.532805567940200
2014-10-01 80.166954064006200
2014-11-01 80.535397227490590
2014-12-01 80.820114018506200
2015-01-01 81.246686324220700
2015-02-01 81.089159903398200
2015-03-01 81.143021170843800
2015-04-01 80.885143748210500
2015-05-01 81.677617106379200
2015-06-01 81.389709913806200
2015-07-01 81.801914394852500
2015-08-01 81.902757267548510
2015-09-01 81.851052522974600
2015-10-01 81.874278967291500
2015-11-01 82.414649712263200
2015-12-01 82.554979046243500
2016-01-01 82.949385977160900
2016-02-01 83.168237231921500
2016-03-01 83.241096578487800
2016-04-01 83.441952144009400
2016-05-01 83.781491934966000
2016-06-01 83.620981521179290
2016-07-01 83.708103032993700
2016-08-01 83.917004923304200
2016-09-01 84.061438645047600
2016-10-01 84.260200086268090
2016-11-01 84.277694953567590
2016-12-01 84.377976616336600
2017-01-01 84.446956820538900
2017-02-01 84.542486485472200
2017-03-01 84.647636388671090
2017-04-01 84.723149909707400
2017-05-01 84.688379194211410
2017-06-01 85.046725280037490
2017-07-01 85.242450986371200
2017-08-01 85.344266729692590
2017-09-01 85.552718092489910
2017-10-01 85.843527382380420
2017-11-01 85.622726256446500
2017-12-01 85.663709373554600
2018-01-01 85.945120710200600
2018-02-01 86.027015600753500
2018-03-01 86.558905317553200
2018-04-01 86.730431803492580
2018-05-01 86.613940045217400
2018-06-01 87.079129562775490
2018-07-01 86.569505910444400
2018-08-01 86.682690519062100
2018-09-01 86.738313610324400
2018-10-01 87.025580010557800
2018-11-01 87.254748877769700
2018-12-01 87.236892477921500
2019-01-01 87.130363381208100
2019-02-01 87.502385116205100
2019-03-01 87.573089429674500
2019-04-01 88.158881541254790
2019-05-01 88.528855346919400
2019-06-01 88.826115122138190
2019-07-01 89.002226168771910
2019-08-01 89.017468007578300
2019-09-01 89.124345331466500
2019-10-01 88.512182592356100
2019-11-01 89.073283850622720
2019-12-01 89.487759428035790
2020-01-01 91.036414872384000
2020-02-01 91.084438934536590
2020-03-01 90.489746710557500
2020-04-01 73.049329741006700
2020-05-01 80.730676104957600
2020-06-01 84.465207327557600
2020-07-01 86.495907887759400
2020-08-01 87.264893413518080
2020-09-01 87.642868547093300
2020-10-01 88.997880155131910
2020-11-01 89.409702433942410
2020-12-01 89.555624220013780
2021-01-01 91.014551733471580
2021-02-01 91.063866057100300
2021-03-01 92.096791221310300
2021-04-01 91.861483775701600
2021-05-01 92.062343053037800
2021-06-01 92.012676194152200
2021-07-01 92.267404317718700
2021-08-01 92.485242118723200
2021-09-01 91.867619934117700
2021-10-01 93.178500637191010
2021-11-01 93.428283245293900
2021-12-01 93.595675670173000
2022-01-01 94.428652052940300
2022-02-01 94.592421657448780
2022-03-01 94.594453727562800
2022-04-01 95.004221853214490
2022-05-01 95.287548924167900
2022-06-01 95.318881556090790
2022-07-01 95.515731265706010
2022-08-01 95.708508925806100
2022-09-01 95.904209701336400
2022-10-01 95.952942485236590
2022-11-01 96.181231564217410
2022-12-01 96.363223195637090
2023-01-01 98.051000800755190
2023-02-01 98.236845024281010
2023-03-01 98.399738689392000
2023-04-01 98.125100716002900
2023-05-01 98.207338470596010
2023-06-01 98.499590875142500
2023-07-01 98.865197136045000
2023-08-01 99.017461959633200
2023-09-01 99.240363551595410
2023-10-01 99.939818538545600
2023-11-01 100.135197372171990
2023-12-01 100.424902575067010
2024-01-01 100.578030944445980
2024-02-01 100.782294407133010
2024-03-01 101.405147641177010
2024-04-01 102.044987691373010
2024-05-01 102.326638324204010
2024-06-01 103.566886755916000
2024-07-01 103.518672964922000
2024-08-01 103.516170504652010
2024-09-01 103.669237685851000
2024-10-01 103.827672071767010
2024-11-01 104.213672641825010

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