Included in this project is the code for downloading and cleaning the Activity Monitor Data Located at https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip

After cloning this repository and setting the working directory in R Studio to the created directory

Run these two commands

1. source('download.R')

2. download_unzip()

This will download the zip located at https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip and unzip into a directory "UCI HAR Dataset"

Than running these two commands

1. source('run_analysis.R')

2. summary<-run_all()

will create a list of four varaibles

summary[[1]] - is the training and test data from "UCI HAR Dataset" merged together, it's first column is an integer corresponding to a subject in the experiment and the second column is an activityId corresponding to the activity being performed. The other columns are measuremnts taken by the movement tracking device, the names for these columns where extracted from "UCI HAR Dataset/features.txt" - this completes step #1 and #4 of the assignment

summary[[2]] - is the smae dataset, but only with the mean and std cfileolumns - this completes step #2 of the assignment

summary[[3]] - adds a column with descriptive activity names taken from "UCI HAR Dataset/activity_labels.txt" to the data frame summary[[2]] - this completes #3 of the assignment

summary[[4]] - is a summary of summary[[3]] each row is the average of all the observed measurement for a activity and subject, foreach different mean and std that was measured - this completes #5 of the assignmnet

this will also write summary[[4]] to a file named "step_5_answer.txt" the format for that fileis described in CodeBook.md file

I have also included the created file step_5_answer.txt in the repository