This repository contains a R script to extract data from "http://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones". Added descriptive Activity names according to Activity codes and grouped the data according to the 30 test subjects. Final tidy data set contains averaged mean and standard deviation of each subject according to the activity.