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 2024-07-01
Last Updated 2024-08-17 5:44 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 62.051929190357505
2001-02-01 62.259556846175606
2001-03-01 62.382892750829704
2001-04-01 62.904520763670504
2001-05-01 63.032685528470710
2001-06-01 63.256290331984790
2001-07-01 63.534065053338100
2001-08-01 63.408618267791400
2001-09-01 63.449439086065700
2001-10-01 63.826385682823200
2001-11-01 63.849864675774200
2001-12-01 64.016244691451500
2002-01-01 64.275958452236400
2002-02-01 64.474509388157800
2002-03-01 64.683380093908900
2002-04-01 64.811565608896600
2002-05-01 64.921673252073090
2002-06-01 65.156010051346400
2002-07-01 65.227090528042900
2002-08-01 65.499199990836800
2002-09-01 65.843996216728600
2002-10-01 65.931133131433900
2002-11-01 66.251652123242790
2002-12-01 66.403649088103110
2003-01-01 66.405517071292000
2003-02-01 66.386259895880600
2003-03-01 66.362896942621600
2003-04-01 66.317057721045290
2003-05-01 66.506420809131400
2003-06-01 66.564089726207500
2003-07-01 66.230121619435210
2003-08-01 66.805898925637500
2003-09-01 66.843093165473200
2003-10-01 66.424312015225110
2003-11-01 66.250141903169790
2003-12-01 66.183093514355100
2004-01-01 66.332235582004700
2004-02-01 66.490854476811800
2004-03-01 66.741365797352800
2004-04-01 66.825716002818610
2004-05-01 66.889832941439110
2004-06-01 66.980443159442200
2004-07-01 67.130469732520900
2004-08-01 67.428359124025900
2004-09-01 67.446107252197000
2004-10-01 67.693585753602800
2004-11-01 68.043772357670490
2004-12-01 68.344893139946300
2005-01-01 67.858853166565100
2005-02-01 68.311818541024590
2005-03-01 68.338789775822700
2005-04-01 68.433840369960490
2005-05-01 68.687463651182300
2005-06-01 68.702007895156100
2005-07-01 68.839691003052900
2005-08-01 68.756009875427800
2005-09-01 68.851418255478700
2005-10-01 68.636126010919710
2005-11-01 68.603852975182110
2005-12-01 68.784989313770510
2006-01-01 69.179958877969900
2006-02-01 69.446642540226290
2006-03-01 69.676207190737800
2006-04-01 69.854875476001300
2006-05-01 69.799545264097000
2006-06-01 70.230874114457900
2006-07-01 70.039632618553100
2006-08-01 69.882166672640000
2006-09-01 70.055499379523110
2006-10-01 70.746881533698700
2006-11-01 70.848811916605200
2006-12-01 71.100589792008900
2007-01-01 70.994642236023300
2007-02-01 71.304519736452590
2007-03-01 71.534904506189200
2007-04-01 71.584715328650290
2007-05-01 71.836252833567300
2007-06-01 72.361945663579090
2007-07-01 72.143166722052910
2007-08-01 72.291927988485800
2007-09-01 72.350466461031700
2007-10-01 72.444399107600400
2007-11-01 72.575421500607200
2007-12-01 72.694599298616710
2008-01-01 73.024561141300600
2008-02-01 72.980096901233210
2008-03-01 72.895247671271290
2008-04-01 73.131603146751910
2008-05-01 73.283581589397400
2008-06-01 73.387408438919100
2008-07-01 73.438020303275790
2008-08-01 73.485445676436910
2008-09-01 73.737790624202590
2008-10-01 73.752497795449410
2008-11-01 73.928525538313600
2008-12-01 73.818717288248900
2009-01-01 73.942341087485000
2009-02-01 73.834988889824420
2009-03-01 74.133859343442100
2009-04-01 74.370232199848700
2009-05-01 74.527865389518410
2009-06-01 74.599965697410300
2009-07-01 74.841577799766410
2009-08-01 74.968042138665410
2009-09-01 74.917987391770200
2009-10-01 75.305187314581500
2009-11-01 75.601086841347000
2009-12-01 75.458871492248590
2010-01-01 75.167127103365910
2010-02-01 75.067595281310090
2010-03-01 75.133421772884600
2010-04-01 75.195631375351000
2010-05-01 75.359782824153300
2010-06-01 75.500862386695700
2010-07-01 76.140904109020700
2010-08-01 75.947725622979010
2010-09-01 76.103098248244590
2010-10-01 76.311735765102500
2010-11-01 76.416898863919410
2010-12-01 76.545459595117500
2011-01-01 76.484361886808910
2011-02-01 76.454513402373700
2011-03-01 76.300207707145800
2011-04-01 77.006216873763300
2011-05-01 76.868579076096800
2011-06-01 77.094708820183710
2011-07-01 77.253536079748910
2011-08-01 77.332301030501200
2011-09-01 77.989385323243300
2011-10-01 77.762837266211300
2011-11-01 77.756125087095200
2011-12-01 77.752659065347400
2012-01-01 78.298734865783700
2012-02-01 78.713240565782400
2012-03-01 78.951856153974900
2012-04-01 78.998419069341710
2012-05-01 79.163270515020590
2012-06-01 79.297413296771200
2012-07-01 79.057742275984800
2012-08-01 79.311660926725600
2012-09-01 79.497141107268490
2012-10-01 79.439131820706700
2012-11-01 79.598380108187000
2012-12-01 79.793207191367200
2013-01-01 79.787448345063800
2013-02-01 79.726192197050300
2013-03-01 79.905469458217400
2013-04-01 79.573153742949300
2013-05-01 79.423984248097500
2013-06-01 79.517951970739400
2013-07-01 79.478164009099200
2013-08-01 79.506677186950910
2013-09-01 79.508417996555210
2013-10-01 79.522127900782500
2013-11-01 79.630772135903500
2013-12-01 79.560499293386300
2014-01-01 79.556682498858900
2014-02-01 79.640437771658200
2014-03-01 79.664952448213090
2014-04-01 79.831419769857090
2014-05-01 80.099079263646400
2014-06-01 80.152557451413400
2014-07-01 79.985308604432590
2014-08-01 80.400572085063090
2014-09-01 80.532795463765200
2014-10-01 80.166913416268200
2014-11-01 80.535340243205910
2014-12-01 80.820085932971790
2015-01-01 81.246741738632700
2015-02-01 81.089146787254300
2015-03-01 81.143174742061000
2015-04-01 80.885309609255090
2015-05-01 81.677621489834210
2015-06-01 81.389558628055200
2015-07-01 81.801885176332290
2015-08-01 81.902704773235410
2015-09-01 81.850929249823900
2015-10-01 81.874157170988000
2015-11-01 82.414493139587400
2015-12-01 82.554960583405290
2016-01-01 82.949418423069000
2016-02-01 83.168308302685500
2016-03-01 83.242001125747700
2016-04-01 83.442234347803210
2016-05-01 83.781467228299900
2016-06-01 83.620564598883900
2016-07-01 83.707852461710500
2016-08-01 83.916733211579910
2016-09-01 84.061125821789800
2016-10-01 84.259777755855910
2016-11-01 84.277398983622900
2016-12-01 84.377802456616790
2017-01-01 84.447331759199090
2017-02-01 84.542881567879800
2017-03-01 84.649909041989090
2017-04-01 84.723635847362400
2017-05-01 84.688370841434400
2017-06-01 85.045662570922200
2017-07-01 85.241262230706800
2017-08-01 85.343876202440300
2017-09-01 85.551885270573510
2017-10-01 85.843062507365090
2017-11-01 85.622358944290710
2017-12-01 85.663205408800500
2018-01-01 85.946211590592280
2018-02-01 86.027705258320100
2018-03-01 86.563143431434500
2018-04-01 86.731004529077910
2018-05-01 86.613845416549500
2018-06-01 87.077406461086910
2018-07-01 86.567310530255510
2018-08-01 86.682218890743600
2018-09-01 86.736476707448290
2018-10-01 87.025151347896600
2018-11-01 87.254173146896300
2018-12-01 87.235776272816410
2019-01-01 87.132393633895700
2019-02-01 87.503040317058210
2019-03-01 87.579180867725910
2019-04-01 88.160356592256100
2019-05-01 88.529749021059090
2019-06-01 88.824555364006000
2019-07-01 88.999013067450500
2019-08-01 89.016018813923100
2019-09-01 89.120061875665800
2019-10-01 88.510879560883300
2019-11-01 89.072089284941410
2019-12-01 89.486003357606300
2020-01-01 91.039604815710290
2020-02-01 91.085272486815410
2020-03-01 90.497862671011790
2020-04-01 73.052356436618500
2020-05-01 80.734082010347100
2020-06-01 84.465584478331790
2020-07-01 86.493363589811500
2020-08-01 87.260005167284200
2020-09-01 87.633524470498780
2020-10-01 88.993422237370210
2020-11-01 89.407599569522090
2020-12-01 89.553991039519600
2021-01-01 91.018190758076800
2021-02-01 91.064155788560410
2021-03-01 92.106577255115200
2021-04-01 91.870056977966290
2021-05-01 92.072754888457300
2021-06-01 92.016974910552790
2021-07-01 92.278720170105500
2021-08-01 92.464986553867390
2021-09-01 91.840492376851400
2021-10-01 93.165828796073910
2021-11-01 93.433852993717500
2021-12-01 93.596263225879710
2022-01-01 94.431841551380400
2022-02-01 94.591364299504420
2022-03-01 94.604246087456590
2022-04-01 95.018195794485000
2022-05-01 95.307590086948300
2022-06-01 95.329961981630990
2022-07-01 95.542562355473490
2022-08-01 95.674874420862100
2022-09-01 95.858954829619400
2022-10-01 95.926076238020000
2022-11-01 96.192870663761710
2022-12-01 96.367115865725890
2023-01-01 98.052652839681800
2023-02-01 98.233630363073710
2023-03-01 98.409178797479400
2023-04-01 98.145435941893300
2023-05-01 98.238409715937010
2023-06-01 98.518266147897210
2023-07-01 98.911468276104700
2023-08-01 98.969686752273400
2023-09-01 99.174435497228590
2023-10-01 99.895628698930000
2023-11-01 100.155136721899000
2023-12-01 100.432695441544000
2024-01-01 100.578227331567990
2024-02-01 100.777729121037010
2024-03-01 101.413811422553010
2024-04-01 102.070294643332000
2024-05-01 102.367354404274010
2024-06-01 103.592989073098000
2024-07-01 103.475440827915000

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