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STAT545A_MovieStats

Exploratory analysis of Movie preference data set from http://grouplens.org/datasets/movielens/

Raw data is in the /ml-100k folder - see readme inside folder for details

Instructions: To generate html and plots run "make" in the main directory. Figures will be outputted to main directory upon running code.

Changes made October 27th:

  • added example of image embedding
  • added pandoc usage - makefile now creates pandoc generated html (makeMovieLensPlots_pandoc.html)
  • added pandoc usage - makefile now creates PDF using pandoc + latex (makeMovieLensPlots.pdf)

Scripts:

  • cleanMovieLensData.R - Cleans and unifies dataset into something that I can easily manipulate and explore. Outputs unifiedMLData.csv and unifiedMLDataMulti.csv in Results folder.
  • makeMovieLensPlots.Rmd - Creates plots of various aspects of movie lens data with analysis and comments explaining plots. Uses output from cleanMovieLensData.R (Results/unifiedMLData.csv).

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