In order to use this file you should download "Human Activity Recognition Using Smartphones" dataset http://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones exctract archive into current folder and run script run_analysis.R The output will be generated in file called tidy.txt