The purpose of this project is to demonstrate ability to collect, work with, and clean a data set.
This file describes briefly what the provided script does and its dependencies.
R script called run_analysis.R does the following: 0. Downloads the UCI HAR Dataset and unzips it if not already available on local disk. Loads the test, training set and the descriptive files.
- 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 activity names.
- Creates a second, independent tidy data set with the average of each variable for each activity and each subject.
- Writes the results into a file "uci_har_tidy2.txt".
Example: source("run_analysis.R")
The script requires following packages to run:
- reshape
- reshape2