A full description is available at the site where the data was obtained:
http://archive.ics.uci.edu/ml/datasets/Human+Activity+Recognition+Using+Smartphones
The script run_analysis.R
does the following:
- Merges the training and the test sets to create one data set.
- Extracts only the measurements on the mean and standard deviation for each measurement.
- Uses descriptive activity names to name the activities in the data set
- Appropriately labels the data set with descriptive variable names.
- From the data set in step 4, creates a second, independent tidy data set with the average of each variable for each activity and each subject.
How to use the script run_analysis.R
:
- Download the data for the project here: https://d396qusza40orc.cloudfront.net/getdata%2Fprojectfiles%2FUCI%20HAR%20Dataset.zip
- Unzip the downloaded file and note the directory in which the unzipped files are saved.
- Change
data.dir
inrun_analysis.R
to the directory noted in Step 2. - Run the whole script; a tidy dateset named
tidy_data.txt
will be created.