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This workshop discuss the potentials and challanges of working with the Calgary Policy Crime Statistics which are publicaly available. A problem of mapping crime incidence is considered. Some useful R functions and techniques needed for working this problem are shared. Note that the basic types of data objects are briefly reviewed for new R learners. Finally, the problem of data quality assurance, importance of data dictionary, and issues on deriving information from data are addressed for further analysis. More information can be found from http://people.ucalgary.ca/~chelhee.lee/pages/crug.html

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