Title: All Employees: Education and Health Services: Hospitals in Cincinnati, OH-KY-IN (MSA) Series ID: SMU39171406562200001SA 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: 1990-01-01 to 2024-03-01 Last Updated: 2024-04-20 6:40 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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html). 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 (https://fred.stlouisfed.org/series/SMU39171406562200001). 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 31.277309314232300 1990-02-01 31.474655123748900 1990-03-01 31.616722041332103 1990-04-01 31.504190038778702 1990-05-01 31.758720619058700 1990-06-01 32.060220819259400 1990-07-01 32.166512941683500 1990-08-01 32.297206549480900 1990-09-01 32.323454105062800 1990-10-01 32.302582985468604 1990-11-01 32.477586660811600 1990-12-01 32.522173340156000 1991-01-01 32.483805807157005 1991-02-01 32.582362469995800 1991-03-01 32.622391172662000 1991-04-01 32.604217486666300 1991-05-01 32.749876384195000 1991-06-01 32.763713125993300 1991-07-01 32.672641078529800 1991-08-01 32.699034427411900 1991-09-01 32.722513026913800 1991-10-01 32.813679194593300 1991-11-01 32.677215046057604 1991-12-01 32.625944355298600 1992-01-01 32.760720515899000 1992-02-01 32.777420764501600 1992-03-01 32.830934778867300 1992-04-01 32.896113233089700 1992-05-01 32.729314927797400 1992-06-01 32.879442764353700 1992-07-01 32.983726658258100 1992-08-01 32.904745185687200 1992-09-01 32.934346922013600 1992-10-01 32.925051510729496 1992-11-01 32.876588667648804 1992-12-01 32.934879212077306 1993-01-01 32.926691226782200 1993-02-01 32.765914403522004 1993-03-01 32.727073468196394 1993-04-01 32.782086333892000 1993-05-01 32.824869481121695 1993-06-01 32.696723244809900 1993-07-01 32.789069620566700 1993-08-01 32.616125116610100 1993-09-01 32.949469821705900 1993-10-01 33.342164771195400 1993-11-01 33.176468197994600 1993-12-01 33.242916435373004 1994-01-01 32.975881205586900 1994-02-01 33.059560687346100 1994-03-01 33.032197779229804 1994-04-01 32.870809404079700 1994-05-01 32.826611535100100 1994-06-01 32.818634851345600 1994-07-01 32.685310204888700 1994-08-01 32.722556544386600 1994-09-01 32.769663306893705 1994-10-01 32.550094687242300 1994-11-01 32.372613221355000 1994-12-01 32.548447478692600 1995-01-01 32.732807570245800 1995-02-01 32.853667582713000 1995-03-01 32.828584493177000 1995-04-01 33.068546353475696 1995-05-01 33.254068277006600 1995-06-01 33.437361495322200 1995-07-01 33.167579557517700 1995-08-01 33.224818173059100 1995-09-01 33.072998574881000 1995-10-01 32.947720398457300 1995-11-01 33.263834721417700 1995-12-01 33.140505887134700 1996-01-01 33.402325567278396 1996-02-01 33.761309317886200 1996-03-01 33.738673558910400 1996-04-01 33.585515665357796 1996-05-01 33.492670109170900 1996-06-01 33.668717086363800 1996-07-01 33.733162843284000 1996-08-01 33.813155329811800 1996-09-01 33.964693625049700 1996-10-01 34.121564704524800 1996-11-01 34.261077594162600 1996-12-01 34.423172388982600 1997-01-01 34.591408293823300 1997-02-01 34.583795899994500 1997-03-01 34.640779989998000 1997-04-01 34.811889016456200 1997-05-01 34.947107382417606 1997-06-01 35.117079319192200 1997-07-01 35.566454754042500 1997-08-01 35.189061462785396 1997-09-01 35.234898031716110 1997-10-01 35.181821809056100 1997-11-01 35.271841875111200 1997-12-01 35.208489113097000 1998-01-01 34.386436146701400 1998-02-01 34.396548227304805 1998-03-01 34.449529142391500 1998-04-01 35.131677694452600 1998-05-01 34.891654527020606 1998-06-01 34.874101566189600 1998-07-01 34.810528211350100 1998-08-01 34.864909473196800 1998-09-01 35.007555669755995 1998-10-01 35.243809164704100 1998-11-01 35.290661024343900 1998-12-01 35.398885010834100 1999-01-01 35.305800442816400 1999-02-01 35.314592882986700 1999-03-01 35.263713425869206 1999-04-01 34.840393073087000 1999-05-01 34.722180545835700 1999-06-01 34.815301278716400 1999-07-01 34.971044627345400 1999-08-01 35.332992887350800 1999-09-01 35.572040398301894 1999-10-01 35.022530945014200 1999-11-01 34.917577227901695 1999-12-01 35.010811102204400 2000-01-01 34.617914727078200 2000-02-01 34.791472826403800 2000-03-01 34.965341366087300 2000-04-01 34.938675830978200 2000-05-01 35.046630521520100 2000-06-01 34.940599653533100 2000-07-01 35.250702313073795 2000-08-01 35.409998290942000 2000-09-01 35.450774501736500 2000-10-01 34.916174387218400 2000-11-01 34.846802066564600 2000-12-01 34.733809102080500 2001-01-01 34.828165766764900 2001-02-01 35.071232842057700 2001-03-01 35.051436611632500 2001-04-01 35.426327709130700 2001-05-01 35.459512927288400 2001-06-01 35.451956677563200 2001-07-01 35.448517530825000 2001-08-01 35.397865187771600 2001-09-01 35.433338162488900 2001-10-01 35.628831303411395 2001-11-01 35.676730951339100 2001-12-01 35.771770763170200 2002-01-01 35.732466977616400 2002-02-01 35.640279048218495 2002-03-01 35.639979169673100 2002-04-01 35.596732209052400 2002-05-01 35.655920210285394 2002-06-01 35.843383281060100 2002-07-01 35.662886943655400 2002-08-01 35.997477777160505 2002-09-01 36.016709797300800 2002-10-01 36.056373753351700 2002-11-01 36.204486472609100 2002-12-01 36.315173246948596 2003-01-01 36.828153759216100 2003-02-01 36.625078497729400 2003-03-01 36.624893561910600 2003-04-01 36.667771443240000 2003-05-01 36.634752206484300 2003-06-01 36.821245360763605 2003-07-01 37.082909128140500 2003-08-01 37.194512899345400 2003-09-01 37.293729550889296 2003-10-01 37.896497553229700 2003-11-01 38.134970491770204 2003-12-01 38.158785995539300 2004-01-01 38.224591352650600 2004-02-01 38.314159737071900 2004-03-01 38.404602883575900 2004-04-01 38.344565410602300 2004-05-01 38.110682554435290 2004-06-01 38.292906864261106 2004-07-01 38.403474348076400 2004-08-01 38.400386656275800 2004-09-01 38.383098843702896 2004-10-01 38.327889207975800 2004-11-01 38.359592086091600 2004-12-01 38.394637522330605 2005-01-01 38.609998818857100 2005-02-01 38.714542078766605 2005-03-01 38.879121531210400 2005-04-01 39.137269438345500 2005-05-01 39.274541604335000 2005-06-01 39.356867477653000 2005-07-01 39.419048360934205 2005-08-01 39.504645274168100 2005-09-01 39.587347922022296 2005-10-01 39.552655066319600 2005-11-01 39.676207941479400 2005-12-01 39.721038538632000 2006-01-01 39.802157834058000 2006-02-01 39.923698585816204 2006-03-01 40.073594794194000 2006-04-01 40.332830105422396 2006-05-01 40.337727163792600 2006-06-01 40.413541399093000 2006-07-01 40.529070459644200 2006-08-01 40.912894376951200 2006-09-01 40.820765382674600 2006-10-01 40.659928122297100 2006-11-01 40.672390192134790 2006-12-01 40.527273839649894 2007-01-01 40.996222118822200 2007-02-01 40.942538407369500 2007-03-01 40.976546078102700 2007-04-01 40.637873335587700 2007-05-01 40.903633674869205 2007-06-01 41.056516750027300 2007-07-01 40.847672472036000 2007-08-01 40.937947081143500 2007-09-01 41.868772244081704 2007-10-01 42.058850197857600 2007-11-01 42.164551726628000 2007-12-01 42.211844610104500 2008-01-01 42.500432588322100 2008-02-01 42.562481581567600 2008-03-01 42.582471979491900 2008-04-01 42.642443025846000 2008-05-01 42.878242510794600 2008-06-01 43.105821596319800 2008-07-01 43.146485119050894 2008-08-01 43.252852165185900 2008-09-01 43.330714492842500 2008-10-01 43.552325395552700 2008-11-01 43.646986499488300 2008-12-01 43.796986444444200 2009-01-01 43.703765295865004 2009-02-01 43.670443407867700 2009-03-01 43.675843597514200 2009-04-01 43.648862191882900 2009-05-01 43.664290522547205 2009-06-01 43.656089002526290 2009-07-01 44.048334822032600 2009-08-01 44.183834905200800 2009-09-01 44.196055167198296 2009-10-01 44.246972389971300 2009-11-01 44.331252242910004 2009-12-01 44.286742256336204 2010-01-01 44.309229618573596 2010-02-01 44.264267021891000 2010-03-01 44.252173507160300 2010-04-01 44.649431992499710 2010-05-01 44.564283934008100 2010-06-01 44.518860564510900 2010-07-01 44.050166614839790 2010-08-01 44.111493609118700 2010-09-01 44.254168070696400 2010-10-01 44.349748557533600 2010-11-01 44.318846205772710 2010-12-01 44.492645341335000 2011-01-01 44.402511158258804 2011-02-01 44.549832641911706 2011-03-01 44.516075823232896 2011-04-01 44.945795487738710 2011-05-01 45.177222281934500 2011-06-01 45.187814529337800 2011-07-01 45.347489352912795 2011-08-01 45.542149726270800 2011-09-01 45.487149660195705 2011-10-01 45.456600718545700 2011-11-01 45.617696880201800 2011-12-01 45.693270808287790 2012-01-01 45.892095299736205 2012-02-01 46.041303450607394 2012-03-01 46.080585046138710 2012-04-01 45.940702729308605 2012-05-01 45.901721423771896 2012-06-01 46.083505043337600 2012-07-01 46.053230700291700 2012-08-01 46.058443131118600 2012-09-01 46.108639611831800 2012-10-01 46.464814395116900 2012-11-01 46.309350937375406 2012-12-01 46.196448050457604 2013-01-01 46.258767052845705 2013-02-01 46.428042047746000 2013-03-01 46.450899312947600 2013-04-01 46.447052041488400 2013-05-01 46.533675013976605 2013-06-01 46.682172678664500 2013-07-01 46.769389864872800 2013-08-01 46.872382606811705 2013-09-01 47.020219701522400 2013-10-01 47.265758057268705 2013-11-01 47.285392667642100 2013-12-01 47.486732020793800 2014-01-01 47.633230694160204 2014-02-01 47.630460016775400 2014-03-01 47.743698184916300 2014-04-01 47.755461768003904 2014-05-01 47.761475528433710 2014-06-01 47.794967129244206 2014-07-01 47.874892474279300 2014-08-01 47.771910160323600 2014-09-01 47.820017265793300 2014-10-01 47.167859954888400 2014-11-01 47.658023249119104 2014-12-01 47.767679101435300 2015-01-01 47.920179365328295 2015-02-01 47.838238666375800 2015-03-01 47.747704710624700 2015-04-01 48.272082863954400 2015-05-01 48.279367209178710 2015-06-01 48.392267300201000 2015-07-01 48.677303549606600 2015-08-01 48.975150769626000 2015-09-01 49.095889056645600 2015-10-01 49.281578764432496 2015-11-01 49.744003838544800 2015-12-01 49.440371488126400 2016-01-01 49.524810704498100 2016-02-01 49.557478954974800 2016-03-01 49.558713676526600 2016-04-01 49.592701132296800 2016-05-01 49.690419139103206 2016-06-01 49.681499780184100 2016-07-01 49.483694937083600 2016-08-01 49.661815398222500 2016-09-01 49.667224030581400 2016-10-01 49.892432741920700 2016-11-01 50.147291362146994 2016-12-01 49.816358285942790 2017-01-01 50.136664176308900 2017-02-01 50.156345334040600 2017-03-01 50.158162855701400 2017-04-01 50.322982346000500 2017-05-01 50.319754255694505 2017-06-01 50.155272464329800 2017-07-01 50.296839176675100 2017-08-01 50.058869423301495 2017-09-01 50.028664279248800 2017-10-01 49.995613015113110 2017-11-01 50.048994391355900 2017-12-01 50.096249792633294 2018-01-01 49.938600816814790 2018-02-01 50.152777548527100 2018-03-01 50.251733301967200 2018-04-01 50.250482491469710 2018-05-01 50.467640567935000 2018-06-01 50.746516111101100 2018-07-01 50.905944456137600 2018-08-01 50.958216313394900 2018-09-01 51.187327831932706 2018-10-01 50.970826361114600 2018-11-01 50.947600420409600 2018-12-01 50.859602681292800 2019-01-01 51.451619878181800 2019-02-01 51.564814632207900 2019-03-01 51.737282940217000 2019-04-01 51.799453533426295 2019-05-01 52.047931009495200 2019-06-01 52.146239428388010 2019-07-01 51.998849809664300 2019-08-01 52.349270074405204 2019-09-01 52.239701557358600 2019-10-01 52.430691931244205 2019-11-01 52.328732840661600 2019-12-01 52.431602034485700 2020-01-01 52.551044437794890 2020-02-01 52.684455510681296 2020-03-01 52.640905238969100 2020-04-01 51.450281006541610 2020-05-01 51.320243977697710 2020-06-01 51.469896440138506 2020-07-01 51.493393897781000 2020-08-01 51.421343476673500 2020-09-01 52.108874025097900 2020-10-01 51.755702778715600 2020-11-01 52.105907018227605 2020-12-01 52.718763303785800 2021-01-01 52.358813756042700 2021-02-01 52.291675941226300 2021-03-01 52.470111959356295 2021-04-01 52.513609589675700 2021-05-01 52.392639202207604 2021-06-01 52.285995587436200 2021-07-01 52.369682839735600 2021-08-01 52.278022789794900 2021-09-01 52.774767078719210 2021-10-01 52.486856763908100 2021-11-01 52.370064372030896 2021-12-01 52.430093929165200 2022-01-01 52.064309814946300 2022-02-01 52.002339286985000 2022-03-01 52.219919716900210 2022-04-01 51.958330720143300 2022-05-01 52.028497557547290 2022-06-01 51.609677332025800 2022-07-01 52.239796593221705 2022-08-01 52.336671257534704 2022-09-01 52.152122589970290 2022-10-01 52.324441516188500 2022-11-01 52.550127969507706 2022-12-01 52.337725162397000 2023-01-01 52.791840831546710 2023-02-01 53.018134790132800 2023-03-01 52.965872694693100 2023-04-01 53.309382967635706 2023-05-01 53.661085414808290 2023-06-01 54.111068688973106 2023-07-01 54.294046974290500 2023-08-01 54.586576238244500 2023-09-01 54.716474469925900 2023-10-01 55.082093743293400 2023-11-01 54.833240181670600 2023-12-01 55.050401872514110 2024-01-01 55.214587608471000 2024-02-01 55.434271243154400 2024-03-01 55.412585779885305