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(Preliminary) Notes on Factor Analysis

  • take one file as input, which contains all comments together with the frequency count for each feature
  • run a factor analysis to determine co-occurence of the features
  • rotate the factors accordingly (using Promax rotation?)
  • calculate dimension scores for each comment based on the factor solution
  • save each comment together with the dimension scores to a new file