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 2024-09-01
Last Updated 2024-10-23 5:15 AM 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
2001-01-01 62.051929190360100
2001-02-01 62.259556846174604
2001-03-01 62.382892750855895
2001-04-01 62.904520763668500
2001-05-01 63.032685528474500
2001-06-01 63.256290331995494
2001-07-01 63.534065053304610
2001-08-01 63.408618267800600
2001-09-01 63.449439086099304
2001-10-01 63.826385682790100
2001-11-01 63.849864675780104
2001-12-01 64.016244691422800
2002-01-01 64.275958452250100
2002-02-01 64.474509388150400
2002-03-01 64.683380093927300
2002-04-01 64.811565608893390
2002-05-01 64.921673252080900
2002-06-01 65.156010051363900
2002-07-01 65.227090528019200
2002-08-01 65.499199990848400
2002-09-01 65.843996216760400
2002-10-01 65.931133131403210
2002-11-01 66.251652123231890
2002-12-01 66.403649088054890
2003-01-01 66.405517071305510
2003-02-01 66.386259895857600
2003-03-01 66.362896942630500
2003-04-01 66.317057721079300
2003-05-01 66.506420809215800
2003-06-01 66.564089726327400
2003-07-01 66.230121619459500
2003-08-01 66.805898925607700
2003-09-01 66.843093165346900
2003-10-01 66.424312014958800
2003-11-01 66.250141902941000
2003-12-01 66.183093514284610
2004-01-01 66.332235582226290
2004-02-01 66.490854477074490
2004-03-01 66.741365797559100
2004-04-01 66.825716002911210
2004-05-01 66.889832941511500
2004-06-01 66.980443159815900
2004-07-01 67.130469732634500
2004-08-01 67.428359123975900
2004-09-01 67.446107251744010
2004-10-01 67.693585752511210
2004-11-01 68.043772356513600
2004-12-01 68.344893139556800
2005-01-01 67.858853167334800
2005-02-01 68.311818542406100
2005-03-01 68.338789777132100
2005-04-01 68.433840370597890
2005-05-01 68.687463651205800
2005-06-01 68.702007895569000
2005-07-01 68.839691003158700
2005-08-01 68.756009874918390
2005-09-01 68.851418253857500
2005-10-01 68.636126008523000
2005-11-01 68.603852972156290
2005-12-01 68.784989311595000
2006-01-01 69.179958877446610
2006-02-01 69.446642553843400
2006-03-01 69.676207191311800
2006-04-01 69.854875475624600
2006-05-01 69.799545262737000
2006-06-01 70.230874113950390
2006-07-01 70.039632617689890
2006-08-01 69.882166671090100
2006-09-01 70.055499376608110
2006-10-01 70.746881530528100
2006-11-01 70.848811908867600
2006-12-01 71.100589781789900
2007-01-01 70.994642239093000
2007-02-01 71.304519768486200
2007-03-01 71.534904511277590
2007-04-01 71.584715331445710
2007-05-01 71.836252834187500
2007-06-01 72.361945665951300
2007-07-01 72.143166711630100
2007-08-01 72.291927987784400
2007-09-01 72.350466448969710
2007-10-01 72.444399088176200
2007-11-01 72.575421463842000
2007-12-01 72.694599257488100
2008-01-01 73.024561148177600
2008-02-01 72.980096982388500
2008-03-01 72.895247781040800
2008-04-01 73.131603133968300
2008-05-01 73.283581611065400
2008-06-01 73.387408433570400
2008-07-01 73.438020256421080
2008-08-01 73.485445649459100
2008-09-01 73.737790584559790
2008-10-01 73.752497724875800
2008-11-01 73.928525417513910
2008-12-01 73.818717179249000
2009-01-01 73.942341126782410
2009-02-01 73.834989104733200
2009-03-01 74.133859680362400
2009-04-01 74.370232258532000
2009-05-01 74.527865457693710
2009-06-01 74.599965652075080
2009-07-01 74.841577419690000
2009-08-01 74.968042105734500
2009-09-01 74.917987343592400
2009-10-01 75.305187196922800
2009-11-01 75.601086698690900
2009-12-01 75.458871346695500
2010-01-01 75.167127022214800
2010-02-01 75.067595249421700
2010-03-01 75.133423406516000
2010-04-01 75.195631123244500
2010-05-01 75.359782739206410
2010-06-01 75.500862246857010
2010-07-01 76.140903425302800
2010-08-01 75.947725658051410
2010-09-01 76.103098393063090
2010-10-01 76.311735819511090
2010-11-01 76.416898692436800
2010-12-01 76.545459115459690
2011-01-01 76.484361088763700
2011-02-01 76.454512527697700
2011-03-01 76.300210456105090
2011-04-01 77.006216825126090
2011-05-01 76.868579808738590
2011-06-01 77.094709684127100
2011-07-01 77.253534260808200
2011-08-01 77.332301330127100
2011-09-01 77.989385379877500
2011-10-01 77.762838089485800
2011-11-01 77.756124452791200
2011-12-01 77.752657431292090
2012-01-01 78.298731763256090
2012-02-01 78.713238073462590
2012-03-01 78.951860789715410
2012-04-01 78.998418299191700
2012-05-01 79.163274998786700
2012-06-01 79.297421025082900
2012-07-01 79.057739536388410
2012-08-01 79.311659413986600
2012-09-01 79.497137869045290
2012-10-01 79.439130503115000
2012-11-01 79.598374074390590
2012-12-01 79.793202283615900
2013-01-01 79.787446348203700
2013-02-01 79.726193016371500
2013-03-01 79.905476312341990
2013-04-01 79.573150020574400
2013-05-01 79.424018122143790
2013-06-01 79.517959409513210
2013-07-01 79.478152733048000
2013-08-01 79.506664522158200
2013-09-01 79.508398775534500
2013-10-01 79.522111776579700
2013-11-01 79.630761805241400
2013-12-01 79.560507211030800
2014-01-01 79.556702449175920
2014-02-01 79.640455465082710
2014-03-01 79.664962387626700
2014-04-01 79.831405447254500
2014-05-01 80.099134936624800
2014-06-01 80.152560282946410
2014-07-01 79.985287462319790
2014-08-01 80.400535140934000
2014-09-01 80.532735618396700
2014-10-01 80.166858546628900
2014-11-01 80.535325180225500
2014-12-01 80.820106351874410
2015-01-01 81.246770707336210
2015-02-01 81.089376234763300
2015-03-01 81.143185004126990
2015-04-01 80.885289897507590
2015-05-01 81.677669930480790
2015-06-01 81.389534009902200
2015-07-01 81.801722568352000
2015-08-01 81.902527959533400
2015-09-01 81.850820770448510
2015-10-01 81.874118504273080
2015-11-01 82.414488934551200
2015-12-01 82.554939850056100
2016-01-01 82.949888000229000
2016-02-01 83.168770937725910
2016-03-01 83.241749271563590
2016-04-01 83.442391009215800
2016-05-01 83.781536821380400
2016-06-01 83.620383189976790
2016-07-01 83.707330343763900
2016-08-01 83.916241427729600
2016-09-01 84.060892921914800
2016-10-01 84.259872753542300
2016-11-01 84.277503023515510
2016-12-01 84.377824023653090
2017-01-01 84.448355465961910
2017-02-01 84.543840720794490
2017-03-01 84.649132161654310
2017-04-01 84.724097261801200
2017-05-01 84.688936786937900
2017-06-01 85.046363273627100
2017-07-01 85.237164166324200
2017-08-01 85.343798977950500
2017-09-01 85.551984284949700
2017-10-01 85.843291076319700
2017-11-01 85.622571219354410
2017-12-01 85.663756433580590
2018-01-01 85.948358274175490
2018-02-01 86.028234947353400
2018-03-01 86.562145867136000
2018-04-01 86.732174175321000
2018-05-01 86.615067086391600
2018-06-01 87.078206757068500
2018-07-01 86.559570003827910
2018-08-01 86.682397117906700
2018-09-01 86.736789585055290
2018-10-01 87.025537961193500
2018-11-01 87.254635669193010
2018-12-01 87.236744090524710
2019-01-01 87.135890368682000
2019-02-01 87.505535564323900
2019-03-01 87.577574234118190
2019-04-01 88.161347841758200
2019-05-01 88.530626675914090
2019-06-01 88.824395061531200
2019-07-01 88.986591441723190
2019-08-01 89.016460782873600
2019-09-01 89.121244984135910
2019-10-01 88.512162397142500
2019-11-01 89.073680434204720
2019-12-01 89.488385568620200
2020-01-01 91.045586504030310
2020-02-01 91.090169395956000
2020-03-01 90.496534808257300
2020-04-01 73.051920202309700
2020-05-01 80.732068648927800
2020-06-01 84.461367359094300
2020-07-01 86.477946106808700
2020-08-01 87.260668011702100
2020-09-01 87.635576648967090
2020-10-01 88.997380982683910
2020-11-01 89.411709722117990
2020-12-01 89.558767661357990
2021-01-01 91.027829590326190
2021-02-01 91.073695224428900
2021-03-01 92.106858081919000
2021-04-01 91.867475179147590
2021-05-01 92.062023090094510
2021-06-01 92.006911077898900
2021-07-01 92.244365209914100
2021-08-01 92.474142052189590
2021-09-01 91.848700257710490
2021-10-01 93.173760361902800
2021-11-01 93.440604842908000
2021-12-01 93.605517499686300
2022-01-01 94.447198482483900
2022-02-01 94.605920535867280
2022-03-01 94.609651869789400
2022-04-01 95.013876490285090
2022-05-01 95.284969981511280
2022-06-01 95.310019872942790
2022-07-01 95.491015073946000
2022-08-01 95.687405211494510
2022-09-01 95.872670740486200
2022-10-01 95.939417713652700
2022-11-01 96.203058292181000
2022-12-01 96.381240805782910
2023-01-01 98.074956793146000
2023-02-01 98.256456662546900
2023-03-01 98.420160278873600
2023-04-01 98.139642597926200
2023-05-01 98.202485691864580
2023-06-01 98.488766450364210
2023-07-01 98.838911916700100
2023-08-01 98.985360636913800
2023-09-01 99.196126481394100
2023-10-01 99.914339958829710
2023-11-01 100.168452707960000
2023-12-01 100.452069533384000
2024-01-01 100.606714553727000
2024-02-01 100.806755125444000
2024-03-01 101.430634958605000
2024-04-01 102.063064870291000
2024-05-01 102.320254904923000
2024-06-01 103.553440849755000
2024-07-01 103.490870420194000
2024-08-01 103.474248485554010
2024-09-01 103.616905727220000

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