数据挖掘_Places Rated Almanac data(居住评级年鉴数据.pdf

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1、PlacesRatedAlmanacdata(居住评级年鉴数据)数据摘要：DatatakenfromthePlacesRatedAlmanac,givingtheratingson9compositevariablesof329locations.中文关键词：数据挖掘,居住,年鉴,气候,地形,英文关键词：Datamining,Places,Almanac,Climate,Terrain,数据格式：TEXT数据用途：Thedatacanbeusedfordataminingandanalysis.数据详细介绍：PlacesRatedAlmanacdataAbstractDatatake

2、nfromthePlacesRatedAlmanac,givingtheratingson9compositevariablesof329locations.DataDescriptionThenineratingcriteriausedbyPlacesRatedAlmanacare:-Climate&Terrain-Housing-HealthCare&Environment-Crime-Transportation-Education-TheArts-Recreation-Economics-Forallbuttwooftheabovecriteria,thehigherthes

3、core,thebetter.ForHousingandCrime,thelowerthescorethebetter.Thescoresarecomputedusingthefollowingcomponentstatisticsforeachcriterion(seethePlacesRatedAlmanacfordetails):Climate&Terrain:veryhotandverycoldmonths,seasonaltemperaturevariation,heating-andcooling-degreedays,freezingdays,zero-degreeday

4、s,ninety-degreedays.Housing:utilitybills,propertytaxes,mortgagepayments.HealthCare&Environment:percapitaphysicians,teachinghospitals,medicalschools,cardiacrehabilitationcenters,comprehensivecancertreatmentcenters,hospices,insurance/hospitalizationcostsindex,flouridationofdrinkingwater,airpolluti

5、on.Crime:violentcrimerate,propertycrimerate.Transportation:dailycommute,publictransportation,Interstatehighways,airservice,passengerrailservice.Education:pupil/teacherratiointhepublicK-12system,effortindexinK-12,accademicoptionsinhighereducation.TheArts:museums,fineartsandpublicradiostations,pub

6、lictelevisionstations,universitiesofferingadegreeordegreesinthearts,symphonyorchestras,theatres,operacompanies,dancecompanies,publiclibraries.Recreation:goodrestaurants,publicgolfcourses,certifiedlanesfortenpinbowling,movietheatres,zoos,aquariums,familythemeparks,sanctionedautomobileracetracks,p

7、ari-mutuelbettingattractions,major-andminor-leagueprofessionalsportsteams,NCAADivisionIfootballandbasketballteams,milesofoceanorGreatLakescoastline,inlandwater,nationalforests,nationalparks,ornationalwildliferefuges,Consolid